2025-09-07T06:18:15.0577070Z Current runner version: '2.328.0' 2025-09-07T06:18:15.0580390Z Runner name: 'i-09537b716852f8064' 2025-09-07T06:18:15.0580810Z Runner group name: 'default' 2025-09-07T06:18:15.0581300Z Machine name: 'ip-10-0-1-185' 2025-09-07T06:18:15.0582750Z ##[group]GITHUB_TOKEN Permissions 2025-09-07T06:18:15.0583920Z Contents: read 2025-09-07T06:18:15.0584240Z Metadata: read 2025-09-07T06:18:15.0584550Z ##[endgroup] 2025-09-07T06:18:15.0585680Z Secret source: Actions 2025-09-07T06:18:15.0586060Z Prepare workflow directory 2025-09-07T06:18:16.0950700Z Prepare all required actions 2025-09-07T06:18:16.0977350Z Getting action download info 2025-09-07T06:18:16.2572230Z Download action repository 'pytorch/test-infra@main' (SHA:548a4bc624d43a01cdf165a63b041f0ae014ddbd) 2025-09-07T06:18:16.8813630Z Download action repository 'pytorch/pytorch@main' (SHA:93fb23d6fae7c4e82c4239a1033e522088742634) 2025-09-07T06:18:21.7927800Z Getting action download info 2025-09-07T06:18:21.9632010Z Download action repository 'actions/checkout@v4' (SHA:08eba0b27e820071cde6df949e0beb9ba4906955) 2025-09-07T06:18:22.2513120Z Getting action download info 2025-09-07T06:18:22.4045320Z Uses: pytorch/pytorch/.github/workflows/_mac-test.yml@refs/heads/main (93fb23d6fae7c4e82c4239a1033e522088742634) 2025-09-07T06:18:22.4048520Z ##[group] Inputs 2025-09-07T06:18:22.4048770Z build-environment: macos-py3-arm64 2025-09-07T06:18:22.4049950Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]} 2025-09-07T06:18:22.4051070Z sync-tag: 2025-09-07T06:18:22.4051280Z python-version: 3.12.7 2025-09-07T06:18:22.4051950Z timeout-minutes: 270 2025-09-07T06:18:22.4052390Z disable-monitor: false 2025-09-07T06:18:22.4052630Z monitor-log-interval: 5 2025-09-07T06:18:22.4052900Z monitor-data-collect-interval: 1 2025-09-07T06:18:22.4053190Z ##[endgroup] 2025-09-07T06:18:22.4053510Z Complete job name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:18:22.4351740Z ##[group]Run sysctl machdep.cpu.brand_string kern.osproductversion 2025-09-07T06:18:22.4352150Z sysctl machdep.cpu.brand_string kern.osproductversion 2025-09-07T06:18:22.4386500Z shell: /bin/bash -e -l {0} 2025-09-07T06:18:22.4386780Z env: 2025-09-07T06:18:22.4386900Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:22.4387060Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:22.4387240Z TEST_CONFIG: default 2025-09-07T06:18:22.4387370Z SHARD_NUMBER: 1 2025-09-07T06:18:22.4387490Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:22.4387610Z PR_BODY: 2025-09-07T06:18:22.4387730Z ##[endgroup] 2025-09-07T06:18:23.4861830Z machdep.cpu.brand_string: Apple M1 2025-09-07T06:18:23.4862100Z kern.osproductversion: 14.4.1 2025-09-07T06:18:23.4906370Z ##[group]Run for PROCESS in "python" "conda" "ninja" "clang"; do 2025-09-07T06:18:23.4906690Z for PROCESS in "python" "conda" "ninja" "clang"; do 2025-09-07T06:18:23.4906980Z  echo "Cleaning up all remaining ${PROCESS} process" 2025-09-07T06:18:23.4907210Z  pkill "${PROCESS}" || true 2025-09-07T06:18:23.4907380Z done 2025-09-07T06:18:23.4922490Z shell: /bin/bash -e -l {0} 2025-09-07T06:18:23.4922650Z env: 2025-09-07T06:18:23.4922780Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:23.4922950Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:23.4923130Z TEST_CONFIG: default 2025-09-07T06:18:23.4923280Z SHARD_NUMBER: 1 2025-09-07T06:18:23.4923410Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:23.4923560Z PR_BODY: 2025-09-07T06:18:23.4923690Z ##[endgroup] 2025-09-07T06:18:24.0950810Z Cleaning up all remaining python process 2025-09-07T06:18:24.1011320Z Cleaning up all remaining conda process 2025-09-07T06:18:24.1051620Z Cleaning up all remaining ninja process 2025-09-07T06:18:24.1091000Z Cleaning up all remaining clang process 2025-09-07T06:18:24.1150650Z ##[group]Run if brew list miniconda; then 2025-09-07T06:18:24.1150940Z if brew list miniconda; then 2025-09-07T06:18:24.1151150Z  brew uninstall miniconda 2025-09-07T06:18:24.1151390Z  echo "REINSTALL_BREW_MINICONDA=1" >> "${GITHUB_ENV}" 2025-09-07T06:18:24.1151630Z fi 2025-09-07T06:18:24.1167690Z shell: /bin/bash -e -l {0} 2025-09-07T06:18:24.1167850Z env: 2025-09-07T06:18:24.1167970Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:24.1168150Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:24.1168350Z TEST_CONFIG: default 2025-09-07T06:18:24.1168520Z SHARD_NUMBER: 1 2025-09-07T06:18:24.1168650Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:24.1168800Z PR_BODY: 2025-09-07T06:18:24.1168920Z ##[endgroup] 2025-09-07T06:18:26.1703960Z /opt/homebrew/Caskroom/miniconda/.metadata/INSTALL_RECEIPT.json 2025-09-07T06:18:26.1704340Z /opt/homebrew/Caskroom/miniconda/.metadata/config.json 2025-09-07T06:18:26.1704850Z /opt/homebrew/Caskroom/miniconda/.metadata/py313_25.7.0-2/20250907024151.780/Casks/miniconda.rb 2025-09-07T06:18:26.1705330Z /opt/homebrew/Caskroom/miniconda/py313_25.7.0-2/Miniconda3-py313_25.7.0-2-MacOSX-arm64.sh 2025-09-07T06:18:26.1705790Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_recursion_limit.3 2025-09-07T06:18:26.1706960Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2syntax.3 2025-09-07T06:18:26.1707300Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2jit.3 2025-09-07T06:18:26.1707600Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2demo.3 2025-09-07T06:18:26.1708960Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_offset_limit.3 2025-09-07T06:18:26.1709380Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_match_context_create.3 2025-09-07T06:18:26.1709740Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2serialize.3 2025-09-07T06:18:26.1710380Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_bsr.3 2025-09-07T06:18:26.1710800Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2unicode.3 2025-09-07T06:18:26.1711490Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_get_bynumber.3 2025-09-07T06:18:26.1712180Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_copy_byname.3 2025-09-07T06:18:26.1712740Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2api.3 2025-09-07T06:18:26.1713630Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_parens_nest_limit.3 2025-09-07T06:18:26.1714270Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_get_startchar.3 2025-09-07T06:18:26.1714790Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2limits.3 2025-09-07T06:18:26.1715740Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_recursion_memory_management.3 2025-09-07T06:18:26.1716330Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_newline.3 2025-09-07T06:18:26.1717010Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_depth_limit.3 2025-09-07T06:18:26.1717690Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_match_data_free.3 2025-09-07T06:18:26.1718630Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_compile_context_free.3 2025-09-07T06:18:26.1719320Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_max_pattern_length.3 2025-09-07T06:18:26.1720130Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2matching.3 2025-09-07T06:18:26.1720560Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_jit_stack_free.3 2025-09-07T06:18:26.1721410Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_callout.3 2025-09-07T06:18:26.1721990Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_code_copy_with_tables.3 2025-09-07T06:18:26.1722840Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_glob_escape.3 2025-09-07T06:18:26.1723530Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_compile_extra_options.3 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/opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_jit_match.3 2025-09-07T06:18:26.1731670Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_nametable_scan.3 2025-09-07T06:18:26.1732110Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_match.3 2025-09-07T06:18:26.1733060Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_converted_pattern_free.3 2025-09-07T06:18:26.1733680Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_heap_limit.3 2025-09-07T06:18:26.1734730Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_number_from_name.3 2025-09-07T06:18:26.1735550Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_pattern_convert.3 2025-09-07T06:18:26.1736340Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_maketables.3 2025-09-07T06:18:26.1737460Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_match_context_free.3 2025-09-07T06:18:26.1738450Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_code_free.3 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2025-09-07T06:18:26.1766290Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_copy_bynumber.3 2025-09-07T06:18:26.1767030Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2sample.3 2025-09-07T06:18:26.1768100Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_length_bynumber.3 2025-09-07T06:18:26.1768800Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2partial.3 2025-09-07T06:18:26.1769600Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2posix.3 2025-09-07T06:18:26.1770620Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_convert_context_create.3 2025-09-07T06:18:26.1771730Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_compile_context_copy.3 2025-09-07T06:18:26.1772480Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_config.3 2025-09-07T06:18:26.1773580Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_compile_recursion_guard.3 2025-09-07T06:18:26.1774760Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_serialize_get_number_of_codes.3 2025-09-07T06:18:26.1775780Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_general_context_create.3 2025-09-07T06:18:26.1776770Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_jit_free_unused_memory.3 2025-09-07T06:18:26.1777710Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_callout_enumerate.3 2025-09-07T06:18:26.1778600Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_free.3 2025-09-07T06:18:26.1779390Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2pattern.3 2025-09-07T06:18:26.1780140Z /opt/homebrew/Caskroom/miniconda/base/man/man1/bzegrep.1 2025-09-07T06:18:26.1780850Z /opt/homebrew/Caskroom/miniconda/base/man/man1/bzmore.1 2025-09-07T06:18:26.1781650Z /opt/homebrew/Caskroom/miniconda/base/man/man1/bzdiff.1 2025-09-07T06:18:26.1782420Z /opt/homebrew/Caskroom/miniconda/base/man/man1/bzfgrep.1 2025-09-07T06:18:26.1783110Z 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/opt/homebrew/Caskroom/miniconda/base/include/tkPort.h 2025-09-07T06:18:26.2051330Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/chvalid.h 2025-09-07T06:18:26.2052400Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/parserInternals.h 2025-09-07T06:18:26.2053240Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xpointer.h 2025-09-07T06:18:26.2054220Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/debugXML.h 2025-09-07T06:18:26.2055270Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/schematron.h 2025-09-07T06:18:26.2056330Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/uri.h 2025-09-07T06:18:26.2057410Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/parser.h 2025-09-07T06:18:26.2058390Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/encoding.h 2025-09-07T06:18:26.2059250Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/tree.h 2025-09-07T06:18:26.2060100Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/threads.h 2025-09-07T06:18:26.2061040Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlversion.h 2025-09-07T06:18:26.2062050Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/globals.h 2025-09-07T06:18:26.2063600Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/catalog.h 2025-09-07T06:18:26.2064540Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/pattern.h 2025-09-07T06:18:26.2065430Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlreader.h 2025-09-07T06:18:26.2066380Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/HTMLtree.h 2025-09-07T06:18:26.2067440Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/SAX2.h 2025-09-07T06:18:26.2068340Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlexports.h 2025-09-07T06:18:26.2069320Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xlink.h 2025-09-07T06:18:26.2070410Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/SAX.h 2025-09-07T06:18:26.2071430Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/entities.h 2025-09-07T06:18:26.2072410Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlregexp.h 2025-09-07T06:18:26.2073340Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/list.h 2025-09-07T06:18:26.2074580Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xinclude.h 2025-09-07T06:18:26.2075330Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlerror.h 2025-09-07T06:18:26.2076550Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/schemasInternals.h 2025-09-07T06:18:26.2077480Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/dict.h 2025-09-07T06:18:26.2078220Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlIO.h 2025-09-07T06:18:26.2079610Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/HTMLparser.h 2025-09-07T06:18:26.2080400Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlautomata.h 2025-09-07T06:18:26.2081320Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlsave.h 2025-09-07T06:18:26.2082580Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlstring.h 2025-09-07T06:18:26.2083670Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xpath.h 2025-09-07T06:18:26.2084810Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/valid.h 2025-09-07T06:18:26.2085810Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlschemastypes.h 2025-09-07T06:18:26.2086920Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/c14n.h 2025-09-07T06:18:26.2087890Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlmodule.h 2025-09-07T06:18:26.2088700Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/relaxng.h 2025-09-07T06:18:26.2089570Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/nanohttp.h 2025-09-07T06:18:26.2090550Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlunicode.h 2025-09-07T06:18:26.2091560Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlwriter.h 2025-09-07T06:18:26.2092670Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlmemory.h 2025-09-07T06:18:26.2093540Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xpathInternals.h 2025-09-07T06:18:26.2094630Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/nanoftp.h 2025-09-07T06:18:26.2095500Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/hash.h 2025-09-07T06:18:26.2096500Z /opt/homebrew/Caskroom/miniconda/base/include/libxml2/libxml/xmlschemas.h 2025-09-07T06:18:26.2097470Z /opt/homebrew/Caskroom/miniconda/base/include/nghttp2/nghttp2ver.h 2025-09-07T06:18:26.2098750Z /opt/homebrew/Caskroom/miniconda/base/include/nghttp2/nghttp2.h 2025-09-07T06:18:26.2099460Z /opt/homebrew/Caskroom/miniconda/base/include/pqStubs.h 2025-09-07T06:18:26.2100090Z /opt/homebrew/Caskroom/miniconda/base/include/tclOODecls.h 2025-09-07T06:18:26.2100880Z /opt/homebrew/Caskroom/miniconda/base/include/zdict.h 2025-09-07T06:18:26.2101830Z /opt/homebrew/Caskroom/miniconda/base/include/cursesf.h 2025-09-07T06:18:26.2102500Z /opt/homebrew/Caskroom/miniconda/base/include/itclTclIntStubsFcn.h 2025-09-07T06:18:26.2103410Z /opt/homebrew/Caskroom/miniconda/base/include/ares_version.h 2025-09-07T06:18:26.2104420Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/termcap.h 2025-09-07T06:18:26.2105280Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/cursesp.h 2025-09-07T06:18:26.2106170Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/cursesf.h 2025-09-07T06:18:26.2107000Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/etip.h 2025-09-07T06:18:26.2107940Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/form.h 2025-09-07T06:18:26.2108780Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/cursesw.h 2025-09-07T06:18:26.2109620Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/unctrl.h 2025-09-07T06:18:26.2110800Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/cursesapp.h 2025-09-07T06:18:26.2111660Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/term.h 2025-09-07T06:18:26.2112820Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/cursslk.h 2025-09-07T06:18:26.2113840Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/panel.h 2025-09-07T06:18:26.2114800Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/ncurses.h 2025-09-07T06:18:26.2115620Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/eti.h 2025-09-07T06:18:26.2116680Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/ncurses_dll.h 2025-09-07T06:18:26.2117630Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/term_entry.h 2025-09-07T06:18:26.2118620Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/menu.h 2025-09-07T06:18:26.2119500Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/cursesm.h 2025-09-07T06:18:26.2120420Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses/curses.h 2025-09-07T06:18:26.2121090Z /opt/homebrew/Caskroom/miniconda/base/include/tclPort.h 2025-09-07T06:18:26.2121670Z /opt/homebrew/Caskroom/miniconda/base/include/etip.h 2025-09-07T06:18:26.2122410Z /opt/homebrew/Caskroom/miniconda/base/include/tkDList.h 2025-09-07T06:18:26.2122850Z /opt/homebrew/Caskroom/miniconda/base/include/itclIntDecls.h 2025-09-07T06:18:26.2123680Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXFont.h 2025-09-07T06:18:26.2124050Z /opt/homebrew/Caskroom/miniconda/base/include/tkUnixInt.h 2025-09-07T06:18:26.2124650Z /opt/homebrew/Caskroom/miniconda/base/include/test_data.hpp 2025-09-07T06:18:26.2125670Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/translit.h 2025-09-07T06:18:26.2126330Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ustdio.h 2025-09-07T06:18:26.2126640Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf_old.h 2025-09-07T06:18:26.2127490Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucsdet.h 2025-09-07T06:18:26.2128310Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tzfmt.h 2025-09-07T06:18:26.2128610Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ubrk.h 2025-09-07T06:18:26.2129110Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ufieldpositer.h 2025-09-07T06:18:26.2129910Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/localematcher.h 2025-09-07T06:18:26.2130430Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/stringpiece.h 2025-09-07T06:18:26.2130990Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucat.h 2025-09-07T06:18:26.2131780Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tblcoll.h 2025-09-07T06:18:26.2132350Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/stringoptions.h 2025-09-07T06:18:26.2132960Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtfmtsym.h 2025-09-07T06:18:26.2133550Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unirepl.h 2025-09-07T06:18:26.2134150Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ptypes.h 2025-09-07T06:18:26.2134780Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/fmtable.h 2025-09-07T06:18:26.2135420Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtitvfmt.h 2025-09-07T06:18:26.2136090Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/choicfmt.h 2025-09-07T06:18:26.2136870Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unumberrangeformatter.h 2025-09-07T06:18:26.2137600Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/numberrangeformatter.h 2025-09-07T06:18:26.2138200Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/usetiter.h 2025-09-07T06:18:26.2138950Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/errorcode.h 2025-09-07T06:18:26.2139480Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tznames.h 2025-09-07T06:18:26.2140120Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtintrv.h 2025-09-07T06:18:26.2140950Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/usimplenumberformatter.h 2025-09-07T06:18:26.2141460Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucurr.h 2025-09-07T06:18:26.2142070Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/icuplug.h 2025-09-07T06:18:26.2142700Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uregion.h 2025-09-07T06:18:26.2143470Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utext.h 2025-09-07T06:18:26.2143910Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/edits.h 2025-09-07T06:18:26.2144760Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/parsepos.h 2025-09-07T06:18:26.2145170Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucal.h 2025-09-07T06:18:26.2145790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/fpositer.h 2025-09-07T06:18:26.2146440Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtitvinf.h 2025-09-07T06:18:26.2147010Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rbnf.h 2025-09-07T06:18:26.2147590Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udat.h 2025-09-07T06:18:26.2148340Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/urep.h 2025-09-07T06:18:26.2148800Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf32.h 2025-09-07T06:18:26.2149410Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/vtzone.h 2025-09-07T06:18:26.2150040Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ustring.h 2025-09-07T06:18:26.2150770Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ubiditransform.h 2025-09-07T06:18:26.2151330Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uenum.h 2025-09-07T06:18:26.2152070Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umutablecptrie.h 2025-09-07T06:18:26.2152690Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/appendable.h 2025-09-07T06:18:26.2153320Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/usearch.h 2025-09-07T06:18:26.2153930Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/numsys.h 2025-09-07T06:18:26.2154680Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/timezone.h 2025-09-07T06:18:26.2155260Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uset.h 2025-09-07T06:18:26.2155780Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/casemap.h 2025-09-07T06:18:26.2156390Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/coleitr.h 2025-09-07T06:18:26.2157130Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/schriter.h 2025-09-07T06:18:26.2157640Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/msgfmt.h 2025-09-07T06:18:26.2158250Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/fieldpos.h 2025-09-07T06:18:26.2158950Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/simpletz.h 2025-09-07T06:18:26.2167510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucpmap.h 2025-09-07T06:18:26.2167860Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uldnames.h 2025-09-07T06:18:26.2168220Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unumberformatter.h 2025-09-07T06:18:26.2168550Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uiter.h 2025-09-07T06:18:26.2168850Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umsg.h 2025-09-07T06:18:26.2169160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/sortkey.h 2025-09-07T06:18:26.2169520Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/simplenumberformatter.h 2025-09-07T06:18:26.2169880Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/docmain.h 2025-09-07T06:18:26.2170190Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uniset.h 2025-09-07T06:18:26.2170500Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/basictz.h 2025-09-07T06:18:26.2170800Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udata.h 2025-09-07T06:18:26.2171140Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/stringtriebuilder.h 2025-09-07T06:18:26.2171490Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/chariter.h 2025-09-07T06:18:26.2171790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umisc.h 2025-09-07T06:18:26.2172120Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/reldatefmt.h 2025-09-07T06:18:26.2172440Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uloc.h 2025-09-07T06:18:26.2172740Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/plurrule.h 2025-09-07T06:18:26.2173080Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uformattednumber.h 2025-09-07T06:18:26.2173450Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/bytestriebuilder.h 2025-09-07T06:18:26.2173790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/measunit.h 2025-09-07T06:18:26.2174110Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utrace.h 2025-09-07T06:18:26.2174420Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/locdspnm.h 2025-09-07T06:18:26.2174730Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/gregocal.h 2025-09-07T06:18:26.2175050Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uchriter.h 2025-09-07T06:18:26.2175360Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/enumset.h 2025-09-07T06:18:26.2175850Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/nounit.h 2025-09-07T06:18:26.2176550Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf.h 2025-09-07T06:18:26.2177520Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/measure.h 2025-09-07T06:18:26.2178200Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tzrule.h 2025-09-07T06:18:26.2179060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/strenum.h 2025-09-07T06:18:26.2179890Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/regex.h 2025-09-07T06:18:26.2180660Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/gender.h 2025-09-07T06:18:26.2181510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dcfmtsym.h 2025-09-07T06:18:26.2182250Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnv_err.h 2025-09-07T06:18:26.2183060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/decimfmt.h 2025-09-07T06:18:26.2183800Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/bytestrie.h 2025-09-07T06:18:26.2184560Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udatpg.h 2025-09-07T06:18:26.2185400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/listformatter.h 2025-09-07T06:18:26.2186160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uobject.h 2025-09-07T06:18:26.2186960Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/calendar.h 2025-09-07T06:18:26.2187900Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ures.h 2025-09-07T06:18:26.2188680Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/normlzr.h 2025-09-07T06:18:26.2189580Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/usprep.h 2025-09-07T06:18:26.2190400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/urename.h 2025-09-07T06:18:26.2191120Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/caniter.h 2025-09-07T06:18:26.2191790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucol.h 2025-09-07T06:18:26.2192690Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/upluralrules.h 2025-09-07T06:18:26.2193630Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucharstrie.h 2025-09-07T06:18:26.2194330Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tmunit.h 2025-09-07T06:18:26.2195130Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unistr.h 2025-09-07T06:18:26.2195940Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rbbi.h 2025-09-07T06:18:26.2196940Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ulocdata.h 2025-09-07T06:18:26.2198190Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/idna.h 2025-09-07T06:18:26.2199000Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unorm2.h 2025-09-07T06:18:26.2199770Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/localebuilder.h 2025-09-07T06:18:26.2200660Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtptngen.h 2025-09-07T06:18:26.2201350Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dbbi.h 2025-09-07T06:18:26.2202230Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/bytestream.h 2025-09-07T06:18:26.2203000Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uversion.h 2025-09-07T06:18:26.2203970Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/messagepattern.h 2025-09-07T06:18:26.2204670Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uidna.h 2025-09-07T06:18:26.2205540Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/filteredbrk.h 2025-09-07T06:18:26.2206240Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tmutamt.h 2025-09-07T06:18:26.2207180Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/char16ptr.h 2025-09-07T06:18:26.2208250Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uformattedvalue.h 2025-09-07T06:18:26.2209050Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/symtable.h 2025-09-07T06:18:26.2209860Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucasemap.h 2025-09-07T06:18:26.2210720Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucoleitr.h 2025-09-07T06:18:26.2211740Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/compactdecimalformat.h 2025-09-07T06:18:26.2212400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unum.h 2025-09-07T06:18:26.2213410Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udisplaycontext.h 2025-09-07T06:18:26.2214340Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tztrans.h 2025-09-07T06:18:26.2215160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umachine.h 2025-09-07T06:18:26.2216170Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/numberformatter.h 2025-09-07T06:18:26.2217060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/datefmt.h 2025-09-07T06:18:26.2217890Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utmscale.h 2025-09-07T06:18:26.2218670Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/coll.h 2025-09-07T06:18:26.2219460Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/currpinf.h 2025-09-07T06:18:26.2220220Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uregex.h 2025-09-07T06:18:26.2221040Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tmutfmt.h 2025-09-07T06:18:26.2221810Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/plurfmt.h 2025-09-07T06:18:26.2222670Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ustringtrie.h 2025-09-07T06:18:26.2223630Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/smpdtfmt.h 2025-09-07T06:18:26.2224570Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucptrie.h 2025-09-07T06:18:26.2225560Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udisplayoptions.h 2025-09-07T06:18:26.2226340Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/icudataver.h 2025-09-07T06:18:26.2227180Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uchar.h 2025-09-07T06:18:26.2227990Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unorm.h 2025-09-07T06:18:26.2228870Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ushape.h 2025-09-07T06:18:26.2229690Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unifunct.h 2025-09-07T06:18:26.2230650Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ugender.h 2025-09-07T06:18:26.2231450Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/selfmt.h 2025-09-07T06:18:26.2232310Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uformattable.h 2025-09-07T06:18:26.2233120Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ustream.h 2025-09-07T06:18:26.2234100Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/simpleformatter.h 2025-09-07T06:18:26.2234870Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnv_cb.h 2025-09-07T06:18:26.2235640Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/curramt.h 2025-09-07T06:18:26.2236460Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/locid.h 2025-09-07T06:18:26.2237520Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udateintervalformat.h 2025-09-07T06:18:26.2238320Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/resbund.h 2025-09-07T06:18:26.2239170Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ubidi.h 2025-09-07T06:18:26.2240010Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/stsearch.h 2025-09-07T06:18:26.2240970Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/alphaindex.h 2025-09-07T06:18:26.2241770Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uvernum.h 2025-09-07T06:18:26.2242660Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unimatch.h 2025-09-07T06:18:26.2243490Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rbtz.h 2025-09-07T06:18:26.2244400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnvsel.h 2025-09-07T06:18:26.2245270Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uspoof.h 2025-09-07T06:18:26.2246160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/region.h 2025-09-07T06:18:26.2247140Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ureldatefmt.h 2025-09-07T06:18:26.2247990Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utrans.h 2025-09-07T06:18:26.2248790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/parseerr.h 2025-09-07T06:18:26.2249570Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/putil.h 2025-09-07T06:18:26.2250420Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/format.h 2025-09-07T06:18:26.2251520Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/scientificnumberformatter.h 2025-09-07T06:18:26.2252370Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/displayoptions.h 2025-09-07T06:18:26.2253250Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/normalizer2.h 2025-09-07T06:18:26.2254060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtrule.h 2025-09-07T06:18:26.2255030Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unumberoptions.h 2025-09-07T06:18:26.2255680Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnv.h 2025-09-07T06:18:26.2256630Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucharstriebuilder.h 2025-09-07T06:18:26.2257390Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/search.h 2025-09-07T06:18:26.2258330Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unumsys.h 2025-09-07T06:18:26.2259050Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uconfig.h 2025-09-07T06:18:26.2259960Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf16.h 2025-09-07T06:18:26.2260720Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/brkiter.h 2025-09-07T06:18:26.2261730Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/formattedvalue.h 2025-09-07T06:18:26.2262770Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/platform.h 2025-09-07T06:18:26.2263230Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rep.h 2025-09-07T06:18:26.2264140Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/formattednumber.h 2025-09-07T06:18:26.2264930Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/std_string.h 2025-09-07T06:18:26.2265660Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf8.h 2025-09-07T06:18:26.2266510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/localpointer.h 2025-09-07T06:18:26.2267280Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uclean.h 2025-09-07T06:18:26.2268020Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uscript.h 2025-09-07T06:18:26.2268880Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/numfmt.h 2025-09-07T06:18:26.2269830Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/currunit.h 2025-09-07T06:18:26.2270690Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utypes.h 2025-09-07T06:18:26.2271450Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ulistformatter.h 2025-09-07T06:18:26.2272180Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/measfmt.h 2025-09-07T06:18:26.2273010Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unifilt.h 2025-09-07T06:18:26.2273590Z /opt/homebrew/Caskroom/miniconda/base/include/form.h 2025-09-07T06:18:26.2274450Z /opt/homebrew/Caskroom/miniconda/base/include/tclUnixPort.h 2025-09-07T06:18:26.2275400Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/export.hpp 2025-09-07T06:18:26.2276260Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/reproc.hpp 2025-09-07T06:18:26.2277070Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/env.hpp 2025-09-07T06:18:26.2277890Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/detail/array.hpp 2025-09-07T06:18:26.2278970Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/detail/type_traits.hpp 2025-09-07T06:18:26.2279770Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/run.hpp 2025-09-07T06:18:26.2280470Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/input.hpp 2025-09-07T06:18:26.2281370Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/arguments.hpp 2025-09-07T06:18:26.2282400Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/drain.hpp 2025-09-07T06:18:26.2282990Z /opt/homebrew/Caskroom/miniconda/base/include/tcl.h 2025-09-07T06:18:26.2283880Z /opt/homebrew/Caskroom/miniconda/base/include/itclMigrate2TclCore.h 2025-09-07T06:18:26.2284720Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/ostream.h 2025-09-07T06:18:26.2285490Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/format-inl.h 2025-09-07T06:18:26.2286110Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/ranges.h 2025-09-07T06:18:26.2286820Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/xchar.h 2025-09-07T06:18:26.2287420Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/core.h 2025-09-07T06:18:26.2288230Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/chrono.h 2025-09-07T06:18:26.2288890Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/os.h 2025-09-07T06:18:26.2289820Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/color.h 2025-09-07T06:18:26.2290320Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/args.h 2025-09-07T06:18:26.2291140Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/printf.h 2025-09-07T06:18:26.2291880Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/compile.h 2025-09-07T06:18:26.2292500Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/format.h 2025-09-07T06:18:26.2293170Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/std.h 2025-09-07T06:18:26.2294190Z /opt/homebrew/Caskroom/miniconda/base/include/pcre2posix.h 2025-09-07T06:18:26.2294860Z /opt/homebrew/Caskroom/miniconda/base/include/cursesw.h 2025-09-07T06:18:26.2295420Z /opt/homebrew/Caskroom/miniconda/base/include/itcl.h 2025-09-07T06:18:26.2296110Z /opt/homebrew/Caskroom/miniconda/base/include/ares_build.h 2025-09-07T06:18:26.2296920Z /opt/homebrew/Caskroom/miniconda/base/include/tclIntDecls.h 2025-09-07T06:18:26.2297670Z /opt/homebrew/Caskroom/miniconda/base/include/lz4.h 2025-09-07T06:18:26.2298360Z /opt/homebrew/Caskroom/miniconda/base/include/readline/readline.h 2025-09-07T06:18:26.2299200Z /opt/homebrew/Caskroom/miniconda/base/include/readline/keymaps.h 2025-09-07T06:18:26.2300020Z /opt/homebrew/Caskroom/miniconda/base/include/readline/tilde.h 2025-09-07T06:18:26.2300820Z /opt/homebrew/Caskroom/miniconda/base/include/readline/rlconf.h 2025-09-07T06:18:26.2301640Z /opt/homebrew/Caskroom/miniconda/base/include/readline/chardefs.h 2025-09-07T06:18:26.2302500Z /opt/homebrew/Caskroom/miniconda/base/include/readline/history.h 2025-09-07T06:18:26.2303340Z /opt/homebrew/Caskroom/miniconda/base/include/readline/rlstdc.h 2025-09-07T06:18:26.2304210Z /opt/homebrew/Caskroom/miniconda/base/include/readline/rltypedefs.h 2025-09-07T06:18:26.2304930Z /opt/homebrew/Caskroom/miniconda/base/include/tkImgPhoto.h 2025-09-07T06:18:26.2305570Z /opt/homebrew/Caskroom/miniconda/base/include/bzlib.h 2025-09-07T06:18:26.2306330Z /opt/homebrew/Caskroom/miniconda/base/include/localcharset.h 2025-09-07T06:18:26.2306840Z /opt/homebrew/Caskroom/miniconda/base/include/ares.h 2025-09-07T06:18:26.2308190Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/activation.hpp 2025-09-07T06:18:26.2309230Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/environments_manager.hpp 2025-09-07T06:18:26.2310030Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/transaction.hpp 2025-09-07T06:18:26.2310970Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_handling.hpp 2025-09-07T06:18:26.2311850Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/invoke.hpp 2025-09-07T06:18:26.2312610Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/prefix_data.hpp 2025-09-07T06:18:26.2313590Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/common_types.hpp 2025-09-07T06:18:26.2314460Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/palette.hpp 2025-09-07T06:18:26.2315240Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/link.hpp 2025-09-07T06:18:26.2315990Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/error_handling.hpp 2025-09-07T06:18:26.2316770Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/repo_checker_store.hpp 2025-09-07T06:18:26.2317500Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_fetcher.hpp 2025-09-07T06:18:26.2318160Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/execution.hpp 2025-09-07T06:18:26.2318870Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/subdirdata.hpp 2025-09-07T06:18:26.2319550Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/shell_init.hpp 2025-09-07T06:18:26.2320210Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/fsutil.hpp 2025-09-07T06:18:26.2321020Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/channel_context.hpp 2025-09-07T06:18:26.2321900Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/env_lockfile.hpp 2025-09-07T06:18:26.2322780Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/util_scope.hpp 2025-09-07T06:18:26.2323760Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/transaction_context.hpp 2025-09-07T06:18:26.2324770Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/download_progress_bar.hpp 2025-09-07T06:18:26.2325550Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/context.hpp 2025-09-07T06:18:26.2326500Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/timeref.hpp 2025-09-07T06:18:26.2327300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/util_os.hpp 2025-09-07T06:18:26.2328170Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/tasksync.hpp 2025-09-07T06:18:26.2328960Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/history.hpp 2025-09-07T06:18:26.2329830Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/progress_bar.hpp 2025-09-07T06:18:26.2330590Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/run.hpp 2025-09-07T06:18:26.2331690Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_paths.hpp 2025-09-07T06:18:26.2332790Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_database_loader.hpp 2025-09-07T06:18:26.2333760Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/virtual_packages.hpp 2025-09-07T06:18:26.2334680Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/thread_utils.hpp 2025-09-07T06:18:26.2335580Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/output.hpp 2025-09-07T06:18:26.2336510Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_cache.hpp 2025-09-07T06:18:26.2337300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/pinning.hpp 2025-09-07T06:18:26.2338220Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/query.hpp 2025-09-07T06:18:26.2339030Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/util.hpp 2025-09-07T06:18:26.2340040Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/menuinst.hpp 2025-09-07T06:18:26.2340910Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/cast.hpp 2025-09-07T06:18:26.2341770Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_unix.hpp 2025-09-07T06:18:26.2342600Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/cryptography.hpp 2025-09-07T06:18:26.2343440Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/build.hpp 2025-09-07T06:18:26.2344290Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/json.hpp 2025-09-07T06:18:26.2345170Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_osx.hpp 2025-09-07T06:18:26.2346140Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/weakening_map.hpp 2025-09-07T06:18:26.2346940Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/path_manip.hpp 2025-09-07T06:18:26.2347990Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/flat_binary_tree.hpp 2025-09-07T06:18:26.2348870Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/variant_cmp.hpp 2025-09-07T06:18:26.2349790Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/encoding.hpp 2025-09-07T06:18:26.2350820Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/functional.hpp 2025-09-07T06:18:26.2351860Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/flat_bool_expr_tree.hpp 2025-09-07T06:18:26.2352630Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/type_traits.hpp 2025-09-07T06:18:26.2353600Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/random.hpp 2025-09-07T06:18:26.2354480Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_linux.hpp 2025-09-07T06:18:26.2355880Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/heap_optional.hpp 2025-09-07T06:18:26.2356260Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/graph.hpp 2025-09-07T06:18:26.2357280Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/loop_control.hpp 2025-09-07T06:18:26.2358000Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/url.hpp 2025-09-07T06:18:26.2358930Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_win.hpp 2025-09-07T06:18:26.2359840Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/url_manip.hpp 2025-09-07T06:18:26.2360630Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/string.hpp 2025-09-07T06:18:26.2361590Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/deprecation.hpp 2025-09-07T06:18:26.2362490Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/parsers.hpp 2025-09-07T06:18:26.2363300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/cfile.hpp 2025-09-07T06:18:26.2364160Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os.hpp 2025-09-07T06:18:26.2365120Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/conditional.hpp 2025-09-07T06:18:26.2366010Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/flat_set.hpp 2025-09-07T06:18:26.2366800Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/compare.hpp 2025-09-07T06:18:26.2367640Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/iterator.hpp 2025-09-07T06:18:26.2368600Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/environment.hpp 2025-09-07T06:18:26.2369390Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/tuple_hash.hpp 2025-09-07T06:18:26.2370200Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/archive.hpp 2025-09-07T06:18:26.2371240Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/package_info.hpp 2025-09-07T06:18:26.2372020Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/match_spec.hpp 2025-09-07T06:18:26.2372910Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/glob_spec.hpp 2025-09-07T06:18:26.2373810Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/repo_data.hpp 2025-09-07T06:18:26.2374800Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/regex_spec.hpp 2025-09-07T06:18:26.2375790Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/chimera_string_spec.hpp 2025-09-07T06:18:26.2376530Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/platform.hpp 2025-09-07T06:18:26.2377460Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/error.hpp 2025-09-07T06:18:26.2378300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/version.hpp 2025-09-07T06:18:26.2379090Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/channel.hpp 2025-09-07T06:18:26.2380020Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/conda_url.hpp 2025-09-07T06:18:26.2381140Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/unresolved_channel.hpp 2025-09-07T06:18:26.2382080Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/build_number_spec.hpp 2025-09-07T06:18:26.2383150Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/authentication_info.hpp 2025-09-07T06:18:26.2384030Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/version_spec.hpp 2025-09-07T06:18:26.2384870Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/request.hpp 2025-09-07T06:18:26.2385870Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/solution.hpp 2025-09-07T06:18:26.2386710Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/problems_graph.hpp 2025-09-07T06:18:26.2387650Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/solver.hpp 2025-09-07T06:18:26.2388710Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/unsolvable.hpp 2025-09-07T06:18:26.2389710Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/database.hpp 2025-09-07T06:18:26.2390630Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/parameters.hpp 2025-09-07T06:18:26.2391600Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/repo_info.hpp 2025-09-07T06:18:26.2392450Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/version.hpp 2025-09-07T06:18:26.2393360Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/mirror_map.hpp 2025-09-07T06:18:26.2394410Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/downloader.hpp 2025-09-07T06:18:26.2405620Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/mirror.hpp 2025-09-07T06:18:26.2406040Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/request.hpp 2025-09-07T06:18:26.2406520Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/update.hpp 2025-09-07T06:18:26.2406850Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/info.hpp 2025-09-07T06:18:26.2407220Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/configuration_impl.hpp 2025-09-07T06:18:26.2407590Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/shell.hpp 2025-09-07T06:18:26.2407940Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/channel_loader.hpp 2025-09-07T06:18:26.2408300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/install.hpp 2025-09-07T06:18:26.2408620Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/c_api.h 2025-09-07T06:18:26.2408960Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/repoquery.hpp 2025-09-07T06:18:26.2409390Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/config.hpp 2025-09-07T06:18:26.2409860Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/list.hpp 2025-09-07T06:18:26.2410210Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/configuration.hpp 2025-09-07T06:18:26.2410570Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/create.hpp 2025-09-07T06:18:26.2410890Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/clean.hpp 2025-09-07T06:18:26.2411240Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/constants.hpp 2025-09-07T06:18:26.2411580Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/remove.hpp 2025-09-07T06:18:26.2411920Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/fs/filesystem.hpp 2025-09-07T06:18:26.2412280Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/errors.hpp 2025-09-07T06:18:26.2412650Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/keys.hpp 2025-09-07T06:18:26.2413060Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/update_framework_v0_6.hpp 2025-09-07T06:18:26.2413510Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/repo_checker.hpp 2025-09-07T06:18:26.2413910Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/tools.hpp 2025-09-07T06:18:26.2414690Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/update_framework_v1.hpp 2025-09-07T06:18:26.2415650Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/update_framework.hpp 2025-09-07T06:18:26.2416220Z /opt/homebrew/Caskroom/miniconda/base/include/tclInt.h 2025-09-07T06:18:26.2417020Z /opt/homebrew/Caskroom/miniconda/base/include/tclThread.h 2025-09-07T06:18:26.2417830Z /opt/homebrew/Caskroom/miniconda/base/include/tkScale.h 2025-09-07T06:18:26.2418550Z /opt/homebrew/Caskroom/miniconda/base/include/tl/expected.hpp 2025-09-07T06:18:26.2419440Z /opt/homebrew/Caskroom/miniconda/base/include/tclIntPlatDecls.h 2025-09-07T06:18:26.2420080Z /opt/homebrew/Caskroom/miniconda/base/include/unctrl.h 2025-09-07T06:18:26.2420710Z /opt/homebrew/Caskroom/miniconda/base/include/tdbcInt.h 2025-09-07T06:18:26.2421380Z /opt/homebrew/Caskroom/miniconda/base/include/cursesapp.h 2025-09-07T06:18:26.2422160Z /opt/homebrew/Caskroom/miniconda/base/include/tk3d.h 2025-09-07T06:18:26.2422930Z /opt/homebrew/Caskroom/miniconda/base/include/expat_external.h 2025-09-07T06:18:26.2423840Z /opt/homebrew/Caskroom/miniconda/base/include/tdbcDecls.h 2025-09-07T06:18:26.2424620Z /opt/homebrew/Caskroom/miniconda/base/include/ev++.h 2025-09-07T06:18:26.2425250Z /opt/homebrew/Caskroom/miniconda/base/include/tclOOInt.h 2025-09-07T06:18:26.2426220Z /opt/homebrew/Caskroom/miniconda/base/include/tkUnixDefault.h 2025-09-07T06:18:26.2426820Z /opt/homebrew/Caskroom/miniconda/base/include/tclOO.h 2025-09-07T06:18:26.2427880Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/traits.h 2025-09-07T06:18:26.2428670Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/eventhandler.h 2025-09-07T06:18:26.2429460Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitter.h 2025-09-07T06:18:26.2430250Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/anchor.h 2025-09-07T06:18:26.2431050Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/mark.h 2025-09-07T06:18:26.2432120Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitterdef.h 2025-09-07T06:18:26.2432760Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/parser.h 2025-09-07T06:18:26.2433590Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/null.h 2025-09-07T06:18:26.2434440Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/exceptions.h 2025-09-07T06:18:26.2435310Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitterstyle.h 2025-09-07T06:18:26.2436100Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/noexcept.h 2025-09-07T06:18:26.2437000Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emittermanip.h 2025-09-07T06:18:26.2437830Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitfromevents.h 2025-09-07T06:18:26.2438810Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/dll.h 2025-09-07T06:18:26.2439860Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/contrib/graphbuilder.h 2025-09-07T06:18:26.2440740Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/contrib/anchordict.h 2025-09-07T06:18:26.2441480Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/yaml.h 2025-09-07T06:18:26.2442390Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/type.h 2025-09-07T06:18:26.2443370Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/parse.h 2025-09-07T06:18:26.2444180Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/node.h 2025-09-07T06:18:26.2445190Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node_data.h 2025-09-07T06:18:26.2446210Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node_ref.h 2025-09-07T06:18:26.2447180Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node.h 2025-09-07T06:18:26.2448170Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/memory.h 2025-09-07T06:18:26.2449190Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node_iterator.h 2025-09-07T06:18:26.2450140Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/impl.h 2025-09-07T06:18:26.2451230Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/iterator_fwd.h 2025-09-07T06:18:26.2452230Z 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/opt/homebrew/Caskroom/miniconda/base/include/gtest/internal/custom/gtest.h 2025-09-07T06:18:26.2563630Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/internal/custom/gtest-printers.h 2025-09-07T06:18:26.2564420Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-message.h 2025-09-07T06:18:26.2565320Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-param-test.h 2025-09-07T06:18:26.2566480Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-typed-test.h 2025-09-07T06:18:26.2567120Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest_pred_impl.h 2025-09-07T06:18:26.2568170Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest_prod.h 2025-09-07T06:18:26.2568720Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-test-part.h 2025-09-07T06:18:26.2569430Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest.h 2025-09-07T06:18:26.2570660Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-printers.h 2025-09-07T06:18:26.2571470Z /opt/homebrew/Caskroom/miniconda/base/include/panel.h 2025-09-07T06:18:26.2571630Z /opt/homebrew/Caskroom/miniconda/base/include/lz4frame_static.h 2025-09-07T06:18:26.2572390Z /opt/homebrew/Caskroom/miniconda/base/include/expat.h 2025-09-07T06:18:26.2573100Z /opt/homebrew/Caskroom/miniconda/base/include/itclInt.h 2025-09-07T06:18:26.2573800Z /opt/homebrew/Caskroom/miniconda/base/include/ks_names.h 2025-09-07T06:18:26.2574800Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses.h 2025-09-07T06:18:26.2575330Z /opt/homebrew/Caskroom/miniconda/base/include/tkPlatDecls.h 2025-09-07T06:18:26.2575940Z /opt/homebrew/Caskroom/miniconda/base/include/lz4hc.h 2025-09-07T06:18:26.2577010Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/ordered_map.hpp 2025-09-07T06:18:26.2577830Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/json.hpp 2025-09-07T06:18:26.2578750Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/adl_serializer.hpp 2025-09-07T06:18:26.2579740Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/byte_container_with_subtype.hpp 2025-09-07T06:18:26.2580520Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/hash.hpp 2025-09-07T06:18:26.2581660Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/string_escape.hpp 2025-09-07T06:18:26.2582570Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/json_ref.hpp 2025-09-07T06:18:26.2583750Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/conversions/to_chars.hpp 2025-09-07T06:18:26.2584800Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/conversions/from_json.hpp 2025-09-07T06:18:26.2585770Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/conversions/to_json.hpp 2025-09-07T06:18:26.2586700Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/value_t.hpp 2025-09-07T06:18:26.2587810Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/position_t.hpp 2025-09-07T06:18:26.2588780Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/parser.hpp 2025-09-07T06:18:26.2589780Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/json_sax.hpp 2025-09-07T06:18:26.2590970Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/binary_reader.hpp 2025-09-07T06:18:26.2592120Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/input_adapters.hpp 2025-09-07T06:18:26.2593170Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/lexer.hpp 2025-09-07T06:18:26.2594200Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/string_concat.hpp 2025-09-07T06:18:26.2595240Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/macro_scope.hpp 2025-09-07T06:18:26.2596420Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/output/output_adapters.hpp 2025-09-07T06:18:26.2597480Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/output/serializer.hpp 2025-09-07T06:18:26.2598580Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/output/binary_writer.hpp 2025-09-07T06:18:26.2599500Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/is_sax.hpp 2025-09-07T06:18:26.2600690Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/call_std/end.hpp 2025-09-07T06:18:26.2601720Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/call_std/begin.hpp 2025-09-07T06:18:26.2602820Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/identity_tag.hpp 2025-09-07T06:18:26.2603800Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/type_traits.hpp 2025-09-07T06:18:26.2604760Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/cpp_future.hpp 2025-09-07T06:18:26.2605810Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/detected.hpp 2025-09-07T06:18:26.2606910Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/void_t.hpp 2025-09-07T06:18:26.2607960Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/std_fs.hpp 2025-09-07T06:18:26.2608940Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/json_pointer.hpp 2025-09-07T06:18:26.2609900Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/exceptions.hpp 2025-09-07T06:18:26.2610970Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/abi_macros.hpp 2025-09-07T06:18:26.2611970Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/macro_unscope.hpp 2025-09-07T06:18:26.2613090Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/iter_impl.hpp 2025-09-07T06:18:26.2614440Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/json_reverse_iterator.hpp 2025-09-07T06:18:26.2615480Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/iteration_proxy.hpp 2025-09-07T06:18:26.2616600Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/iterator_traits.hpp 2025-09-07T06:18:26.2617800Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/internal_iterator.hpp 2025-09-07T06:18:26.2619160Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/primitive_iterator.hpp 2025-09-07T06:18:26.2620120Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/thirdparty/hedley/hedley.hpp 2025-09-07T06:18:26.2621250Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/thirdparty/hedley/hedley_undef.hpp 2025-09-07T06:18:26.2622040Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/json_fwd.hpp 2025-09-07T06:18:26.2622650Z /opt/homebrew/Caskroom/miniconda/base/include/eti.h 2025-09-07T06:18:26.2623620Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses_dll.h 2025-09-07T06:18:26.2624350Z /opt/homebrew/Caskroom/miniconda/base/include/zlib.h 2025-09-07T06:18:26.2625060Z /opt/homebrew/Caskroom/miniconda/base/include/tkButton.h 2025-09-07T06:18:26.2625900Z /opt/homebrew/Caskroom/miniconda/base/include/tkScrollbar.h 2025-09-07T06:18:26.2626680Z /opt/homebrew/Caskroom/miniconda/base/include/term_entry.h 2025-09-07T06:18:26.2627360Z /opt/homebrew/Caskroom/miniconda/base/include/menu.h 2025-09-07T06:18:26.2628040Z /opt/homebrew/Caskroom/miniconda/base/include/pcre2.h 2025-09-07T06:18:26.2628790Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSX.h 2025-09-07T06:18:26.2629570Z /opt/homebrew/Caskroom/miniconda/base/include/sqlite3.h 2025-09-07T06:18:26.2630420Z /opt/homebrew/Caskroom/miniconda/base/include/tclOOIntDecls.h 2025-09-07T06:18:26.2631180Z /opt/homebrew/Caskroom/miniconda/base/include/zstd_errors.h 2025-09-07T06:18:26.2632020Z /opt/homebrew/Caskroom/miniconda/base/include/sqlite3ext.h 2025-09-07T06:18:26.2632860Z /opt/homebrew/Caskroom/miniconda/base/include/libssh2.h 2025-09-07T06:18:26.2633530Z /opt/homebrew/Caskroom/miniconda/base/include/X11/DECkeysym.h 2025-09-07T06:18:26.2634220Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xutil.h 2025-09-07T06:18:26.2635000Z /opt/homebrew/Caskroom/miniconda/base/include/X11/ap_keysym.h 2025-09-07T06:18:26.2635590Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xatom.h 2025-09-07T06:18:26.2636230Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xlib.h 2025-09-07T06:18:26.2637060Z /opt/homebrew/Caskroom/miniconda/base/include/X11/cursorfont.h 2025-09-07T06:18:26.2637810Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Sunkeysym.h 2025-09-07T06:18:26.2638490Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xfuncproto.h 2025-09-07T06:18:26.2639460Z /opt/homebrew/Caskroom/miniconda/base/include/X11/keysymdef.h 2025-09-07T06:18:26.2639950Z /opt/homebrew/Caskroom/miniconda/base/include/X11/HPkeysym.h 2025-09-07T06:18:26.2640780Z /opt/homebrew/Caskroom/miniconda/base/include/X11/keysym.h 2025-09-07T06:18:26.2641530Z /opt/homebrew/Caskroom/miniconda/base/include/X11/XF86keysym.h 2025-09-07T06:18:26.2642230Z /opt/homebrew/Caskroom/miniconda/base/include/X11/X.h 2025-09-07T06:18:26.2643040Z /opt/homebrew/Caskroom/miniconda/base/include/X11/xbytes.h 2025-09-07T06:18:26.2643770Z /opt/homebrew/Caskroom/miniconda/base/include/tclTomMathDecls.h 2025-09-07T06:18:26.2644420Z /opt/homebrew/Caskroom/miniconda/base/include/tclTomMath.h 2025-09-07T06:18:26.2645180Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXInt.h 2025-09-07T06:18:26.2645950Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXCursors.h 2025-09-07T06:18:26.2646730Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXConstants.h 2025-09-07T06:18:26.2647320Z /opt/homebrew/Caskroom/miniconda/base/include/ev.h 2025-09-07T06:18:26.2648050Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXEvent.h 2025-09-07T06:18:26.2648770Z /opt/homebrew/Caskroom/miniconda/base/include/lz4frame.h 2025-09-07T06:18:26.2649580Z /opt/homebrew/Caskroom/miniconda/base/include/ares_nameser.h 2025-09-07T06:18:26.2650190Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXPort.h 2025-09-07T06:18:26.2651320Z /opt/homebrew/Caskroom/miniconda/base/include/tkCanvas.h 2025-09-07T06:18:26.2651720Z /opt/homebrew/Caskroom/miniconda/base/include/tkArray.h 2025-09-07T06:18:26.2652390Z /opt/homebrew/Caskroom/miniconda/base/include/zstd.h 2025-09-07T06:18:26.2653110Z /opt/homebrew/Caskroom/miniconda/base/include/fakemysql.h 2025-09-07T06:18:26.2654010Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pem2.h 2025-09-07T06:18:26.2654570Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/kdf.h 2025-09-07T06:18:26.2655360Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pem.h 2025-09-07T06:18:26.2656160Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asyncerr.h 2025-09-07T06:18:26.2656970Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/md2.h 2025-09-07T06:18:26.2657640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ssl3.h 2025-09-07T06:18:26.2658420Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ossl_typ.h 2025-09-07T06:18:26.2659170Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dtls1.h 2025-09-07T06:18:26.2659860Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/err.h 2025-09-07T06:18:26.2660660Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bn.h 2025-09-07T06:18:26.2661480Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/blowfish.h 2025-09-07T06:18:26.2662240Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cms.h 2025-09-07T06:18:26.2663020Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/engine.h 2025-09-07T06:18:26.2663850Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conf_api.h 2025-09-07T06:18:26.2664690Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/esserr.h 2025-09-07T06:18:26.2665430Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core.h 2025-09-07T06:18:26.2666390Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509.h 2025-09-07T06:18:26.2666930Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1_mac.h 2025-09-07T06:18:26.2667680Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/objectserr.h 2025-09-07T06:18:26.2668590Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/params.h 2025-09-07T06:18:26.2669700Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmserr.h 2025-09-07T06:18:26.2670150Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/http.h 2025-09-07T06:18:26.2670930Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ui.h 2025-09-07T06:18:26.2671640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/sha.h 2025-09-07T06:18:26.2672530Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/symhacks.h 2025-09-07T06:18:26.2673300Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1.h 2025-09-07T06:18:26.2674020Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bioerr.h 2025-09-07T06:18:26.2674900Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/opensslconf.h 2025-09-07T06:18:26.2675610Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bio.h 2025-09-07T06:18:26.2676390Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rc2.h 2025-09-07T06:18:26.2677190Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/types.h 2025-09-07T06:18:26.2677840Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dh.h 2025-09-07T06:18:26.2678920Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cryptoerr_legacy.h 2025-09-07T06:18:26.2679480Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/proverr.h 2025-09-07T06:18:26.2680300Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509v3.h 2025-09-07T06:18:26.2681140Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core_object.h 2025-09-07T06:18:26.2681960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/decodererr.h 2025-09-07T06:18:26.2682940Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/param_build.h 2025-09-07T06:18:26.2683640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conf.h 2025-09-07T06:18:26.2684450Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conftypes.h 2025-09-07T06:18:26.2685100Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/md5.h 2025-09-07T06:18:26.2685950Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/decoder.h 2025-09-07T06:18:26.2686670Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pemerr.h 2025-09-07T06:18:26.2687460Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/crmferr.h 2025-09-07T06:18:26.2688210Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509_vfy.h 2025-09-07T06:18:26.2689070Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/txt_db.h 2025-09-07T06:18:26.2689860Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmp.h 2025-09-07T06:18:26.2690620Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/comperr.h 2025-09-07T06:18:26.2691540Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cterr.h 2025-09-07T06:18:26.2692350Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/self_test.h 2025-09-07T06:18:26.2693120Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/safestack.h 2025-09-07T06:18:26.2694110Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/configuration.h 2025-09-07T06:18:26.2694960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/fips_names.h 2025-09-07T06:18:26.2695800Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ecdsa.h 2025-09-07T06:18:26.2696600Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/sslerr.h 2025-09-07T06:18:26.2697410Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/prov_ssl.h 2025-09-07T06:18:26.2698250Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/fipskey.h 2025-09-07T06:18:26.2698960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rc5.h 2025-09-07T06:18:26.2699730Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/uierr.h 2025-09-07T06:18:26.2700560Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509v3err.h 2025-09-07T06:18:26.2701280Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/objects.h 2025-09-07T06:18:26.2702040Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs12.h 2025-09-07T06:18:26.2702790Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/crypto.h 2025-09-07T06:18:26.2703450Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/crmf.h 2025-09-07T06:18:26.2709200Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmp_util.h 2025-09-07T06:18:26.2709440Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/opensslv.h 2025-09-07T06:18:26.2709560Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/evperr.h 2025-09-07T06:18:26.2709740Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs7.h 2025-09-07T06:18:26.2709880Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/obj_mac.h 2025-09-07T06:18:26.2709990Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ct.h 2025-09-07T06:18:26.2710270Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/async.h 2025-09-07T06:18:26.2710390Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/buffer.h 2025-09-07T06:18:26.2710510Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ssl.h 2025-09-07T06:18:26.2710630Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/srp.h 2025-09-07T06:18:26.2711400Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/camellia.h 2025-09-07T06:18:26.2712230Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/httperr.h 2025-09-07T06:18:26.2712890Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dherr.h 2025-09-07T06:18:26.2713800Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/evp.h 2025-09-07T06:18:26.2714440Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/e_os2.h 2025-09-07T06:18:26.2714990Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/trace.h 2025-09-07T06:18:26.2715610Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/md4.h 2025-09-07T06:18:26.2716370Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core_names.h 2025-09-07T06:18:26.2716890Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/hmac.h 2025-09-07T06:18:26.2717590Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/provider.h 2025-09-07T06:18:26.2718080Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/aes.h 2025-09-07T06:18:26.2718870Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/engineerr.h 2025-09-07T06:18:26.2719280Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/comp.h 2025-09-07T06:18:26.2719900Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/macros.h 2025-09-07T06:18:26.2720660Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs12err.h 2025-09-07T06:18:26.2721220Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/encoder.h 2025-09-07T06:18:26.2721760Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cast.h 2025-09-07T06:18:26.2722460Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/sslerr_legacy.h 2025-09-07T06:18:26.2723030Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rc4.h 2025-09-07T06:18:26.2723660Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/stack.h 2025-09-07T06:18:26.2724400Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/des.h 2025-09-07T06:18:26.2724810Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ocsp.h 2025-09-07T06:18:26.2725390Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ec.h 2025-09-07T06:18:26.2725970Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ecdh.h 2025-09-07T06:18:26.2726730Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rand.h 2025-09-07T06:18:26.2727180Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ecerr.h 2025-09-07T06:18:26.2727770Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ts.h 2025-09-07T06:18:26.2728470Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core_dispatch.h 2025-09-07T06:18:26.2729090Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cryptoerr.h 2025-09-07T06:18:26.2729720Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/storeerr.h 2025-09-07T06:18:26.2730380Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/buffererr.h 2025-09-07T06:18:26.2730960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/seed.h 2025-09-07T06:18:26.2731570Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/modes.h 2025-09-07T06:18:26.2732160Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ssl2.h 2025-09-07T06:18:26.2732760Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/tserr.h 2025-09-07T06:18:26.2733440Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rsa.h 2025-09-07T06:18:26.2733990Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ripemd.h 2025-09-07T06:18:26.2734740Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/whrlpool.h 2025-09-07T06:18:26.2735300Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/encodererr.h 2025-09-07T06:18:26.2735890Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmperr.h 2025-09-07T06:18:26.2736490Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/tls1.h 2025-09-07T06:18:26.2737260Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rsaerr.h 2025-09-07T06:18:26.2737700Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/randerr.h 2025-09-07T06:18:26.2738300Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/mdc2.h 2025-09-07T06:18:26.2739190Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ocsperr.h 2025-09-07T06:18:26.2740640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509err.h 2025-09-07T06:18:26.2741490Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs7err.h 2025-09-07T06:18:26.2742160Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dsa.h 2025-09-07T06:18:26.2743180Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/kdferr.h 2025-09-07T06:18:26.2743880Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/srtp.h 2025-09-07T06:18:26.2744620Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1t.h 2025-09-07T06:18:26.2745420Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dsaerr.h 2025-09-07T06:18:26.2746270Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bnerr.h 2025-09-07T06:18:26.2747080Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conferr.h 2025-09-07T06:18:26.2747960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmac.h 2025-09-07T06:18:26.2748720Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ebcdic.h 2025-09-07T06:18:26.2749550Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/store.h 2025-09-07T06:18:26.2750360Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/idea.h 2025-09-07T06:18:26.2751100Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/lhash.h 2025-09-07T06:18:26.2751820Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ess.h 2025-09-07T06:18:26.2752660Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1err.h 2025-09-07T06:18:26.2753480Z /opt/homebrew/Caskroom/miniconda/base/include/libssh2_publickey.h 2025-09-07T06:18:26.2754280Z /opt/homebrew/Caskroom/miniconda/base/include/ares_dns_record.h 2025-09-07T06:18:26.2755010Z /opt/homebrew/Caskroom/miniconda/base/include/tclDecls.h 2025-09-07T06:18:26.2755840Z /opt/homebrew/Caskroom/miniconda/base/include/tkIntPlatDecls.h 2025-09-07T06:18:26.2756500Z /opt/homebrew/Caskroom/miniconda/base/include/cursesm.h 2025-09-07T06:18:26.2757250Z /opt/homebrew/Caskroom/miniconda/base/include/tkDecls.h 2025-09-07T06:18:26.2758080Z /opt/homebrew/Caskroom/miniconda/base/include/tkBusy.h 2025-09-07T06:18:26.2758850Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/index.h 2025-09-07T06:18:26.2759670Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/version.h 2025-09-07T06:18:26.2760400Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/index_hash.h 2025-09-07T06:18:26.2761240Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/lzma12.h 2025-09-07T06:18:26.2762070Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/container.h 2025-09-07T06:18:26.2762930Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/delta.h 2025-09-07T06:18:26.2763670Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/vli.h 2025-09-07T06:18:26.2764360Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/check.h 2025-09-07T06:18:26.2765090Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/bcj.h 2025-09-07T06:18:26.2766320Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/stream_flags.h 2025-09-07T06:18:26.2766980Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/block.h 2025-09-07T06:18:26.2767900Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/hardware.h 2025-09-07T06:18:26.2768610Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/filter.h 2025-09-07T06:18:26.2769410Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/base.h 2025-09-07T06:18:26.2770180Z /opt/homebrew/Caskroom/miniconda/base/include/fakesql.h 2025-09-07T06:18:26.2771150Z /opt/homebrew/Caskroom/miniconda/base/include/itclDecls.h 2025-09-07T06:18:26.2771990Z /opt/homebrew/Caskroom/miniconda/base/include/tclPlatDecls.h 2025-09-07T06:18:26.2772730Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXXCursors.h 2025-09-07T06:18:26.2773410Z /opt/homebrew/Caskroom/miniconda/base/include/ffi.h 2025-09-07T06:18:26.2774170Z /opt/homebrew/Caskroom/miniconda/base/include/default.h 2025-09-07T06:18:26.2774890Z /opt/homebrew/Caskroom/miniconda/base/include/tkUnixPort.h 2025-09-07T06:18:26.2775720Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXDebug.h 2025-09-07T06:18:26.2776430Z /opt/homebrew/Caskroom/miniconda/base/include/zconf.h 2025-09-07T06:18:26.2777130Z /opt/homebrew/Caskroom/miniconda/base/include/ares_dns.h 2025-09-07T06:18:26.2778000Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/termcap.h 2025-09-07T06:18:26.2778830Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesp.h 2025-09-07T06:18:26.2779680Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesf.h 2025-09-07T06:18:26.2780490Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/etip.h 2025-09-07T06:18:26.2781260Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/form.h 2025-09-07T06:18:26.2782130Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesw.h 2025-09-07T06:18:26.2783020Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/unctrl.h 2025-09-07T06:18:26.2783930Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesapp.h 2025-09-07T06:18:26.2784700Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/term.h 2025-09-07T06:18:26.2785620Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursslk.h 2025-09-07T06:18:26.2786400Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/panel.h 2025-09-07T06:18:26.2787260Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/ncurses.h 2025-09-07T06:18:26.2787970Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/eti.h 2025-09-07T06:18:26.2788840Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/ncurses_dll.h 2025-09-07T06:18:26.2789730Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/term_entry.h 2025-09-07T06:18:26.2790500Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/menu.h 2025-09-07T06:18:26.2791340Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesm.h 2025-09-07T06:18:26.2792140Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/curses.h 2025-09-07T06:18:26.2793040Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pystats.h 2025-09-07T06:18:26.2793990Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/intrcheck.h 2025-09-07T06:18:26.2794900Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/sliceobject.h 2025-09-07T06:18:26.2795930Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/bltinmodule.h 2025-09-07T06:18:26.2796910Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/tupleobject.h 2025-09-07T06:18:26.2797690Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/marshal.h 2025-09-07T06:18:26.2798620Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/py_curses.h 2025-09-07T06:18:26.2799450Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/errcode.h 2025-09-07T06:18:26.2800320Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/iterobject.h 2025-09-07T06:18:26.2801230Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/rangeobject.h 2025-09-07T06:18:26.2802160Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pystrtod.h 2025-09-07T06:18:26.2802960Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/warnings.h 2025-09-07T06:18:26.2803960Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/opcode_ids.h 2025-09-07T06:18:26.2804870Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pyhash.h 2025-09-07T06:18:26.2805770Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pycapsule.h 2025-09-07T06:18:26.2806600Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pyerrors.h 2025-09-07T06:18:26.2807610Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/fileutils.h 2025-09-07T06:18:26.2808700Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/dictobject.h 2025-09-07T06:18:26.2809690Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/ceval.h 2025-09-07T06:18:26.2810650Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pystate.h 2025-09-07T06:18:26.2811790Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/floatobject.h 2025-09-07T06:18:26.2812680Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/exports.h 2025-09-07T06:18:26.2813500Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/structmember.h 2025-09-07T06:18:26.2814460Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/monitoring.h 2025-09-07T06:18:26.2815240Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/lock.h 2025-09-07T06:18:26.2816280Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/patchlevel.h 2025-09-07T06:18:26.2817470Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/frameobject.h 2025-09-07T06:18:26.2818550Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/abstract.h 2025-09-07T06:18:26.2819140Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/modsupport.h 2025-09-07T06:18:26.2820130Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pylifecycle.h 2025-09-07T06:18:26.2821190Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_stackref.h 2025-09-07T06:18:26.2822320Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_pyerrors.h 2025-09-07T06:18:26.2823430Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_warnings.h 2025-09-07T06:18:26.2824550Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_identifier.h 2025-09-07T06:18:26.2825720Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_importdl.h 2025-09-07T06:18:26.2826540Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_time.h 2025-09-07T06:18:26.2827620Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_object_alloc.h 2025-09-07T06:18:26.2828630Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_capsule.h 2025-09-07T06:18:26.2829810Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_global_strings.h 2025-09-07T06:18:26.2830920Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_uop_metadata.h 2025-09-07T06:18:26.2832130Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_asdl.h 2025-09-07T06:18:26.2833120Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_instruction_sequence.h 2025-09-07T06:18:26.2834050Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_getopt.h 2025-09-07T06:18:26.2835180Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_intrinsics.h 2025-09-07T06:18:26.2836180Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_hamt.h 2025-09-07T06:18:26.2837310Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_pymath.h 2025-09-07T06:18:26.2838480Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_freelist.h 2025-09-07T06:18:26.2839480Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_parser.h 2025-09-07T06:18:26.2840780Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_runtime_init.h 2025-09-07T06:18:26.2842090Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_emscripten_trampoline.h 2025-09-07T06:18:26.2843160Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_pylifecycle.h 2025-09-07T06:18:26.2844340Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_runtime.h 2025-09-07T06:18:26.2845460Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_modsupport.h 2025-09-07T06:18:26.2846640Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_emscripten_signal.h 2025-09-07T06:18:26.2847630Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_backoff.h 2025-09-07T06:18:26.2848820Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_namespace.h 2025-09-07T06:18:26.2850140Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_genobject.h 2025-09-07T06:18:26.2851350Z 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/opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/usetiter.h 2025-09-07T06:18:27.3507130Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/errorcode.h 2025-09-07T06:18:27.3508260Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/tznames.h 2025-09-07T06:18:27.3509240Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/dtintrv.h 2025-09-07T06:18:27.3510680Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/usimplenumberformatter.h 2025-09-07T06:18:27.3511730Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/ucurr.h 2025-09-07T06:18:27.3512710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/icuplug.h 2025-09-07T06:18:27.3513850Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/uregion.h 2025-09-07T06:18:27.3514970Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/utext.h 2025-09-07T06:18:27.3516030Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/edits.h 2025-09-07T06:18:27.3517130Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/parsepos.h 2025-09-07T06:18:27.3518240Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/ucal.h 2025-09-07T06:18:27.3519290Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/fpositer.h 2025-09-07T06:18:27.3520400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/dtitvinf.h 2025-09-07T06:18:27.3521500Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/rbnf.h 2025-09-07T06:18:27.3522540Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/udat.h 2025-09-07T06:18:27.3523700Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/urep.h 2025-09-07T06:18:27.3524730Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/utf32.h 2025-09-07T06:18:27.3525960Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/vtzone.h 2025-09-07T06:18:27.3526850Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/ustring.h 2025-09-07T06:18:27.3528010Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/ubiditransform.h 2025-09-07T06:18:27.3529120Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/uenum.h 2025-09-07T06:18:27.3530430Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/umutablecptrie.h 2025-09-07T06:18:27.3531370Z /opt/homebrew/Caskroom/miniconda/base/pkgs/icu-73.1-h313beb8_0/include/unicode/appendable.h 2025-09-07T06:18:27.3532460Z 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/opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ui.h 2025-09-07T06:18:27.3875260Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/sha.h 2025-09-07T06:18:27.3876470Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/symhacks.h 2025-09-07T06:18:27.3877410Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/asn1.h 2025-09-07T06:18:27.3878530Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/bioerr.h 2025-09-07T06:18:27.3879580Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/opensslconf.h 2025-09-07T06:18:27.3880570Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/bio.h 2025-09-07T06:18:27.3881590Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/rc2.h 2025-09-07T06:18:27.3882710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/types.h 2025-09-07T06:18:27.3883860Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/dh.h 2025-09-07T06:18:27.3885030Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cryptoerr_legacy.h 2025-09-07T06:18:27.3886100Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/proverr.h 2025-09-07T06:18:27.3887270Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/x509v3.h 2025-09-07T06:18:27.3888400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/core_object.h 2025-09-07T06:18:27.3889600Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/decodererr.h 2025-09-07T06:18:27.3890780Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/param_build.h 2025-09-07T06:18:27.3891810Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/conf.h 2025-09-07T06:18:27.3892920Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/conftypes.h 2025-09-07T06:18:27.3893990Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/md5.h 2025-09-07T06:18:27.3895130Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/decoder.h 2025-09-07T06:18:27.3896270Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/pemerr.h 2025-09-07T06:18:27.3897360Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/crmferr.h 2025-09-07T06:18:27.3898540Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/x509_vfy.h 2025-09-07T06:18:27.3899630Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/txt_db.h 2025-09-07T06:18:27.3900720Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cmp.h 2025-09-07T06:18:27.3901890Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/comperr.h 2025-09-07T06:18:27.3903060Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cterr.h 2025-09-07T06:18:27.3904230Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/self_test.h 2025-09-07T06:18:27.3905400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/safestack.h 2025-09-07T06:18:27.3906620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/configuration.h 2025-09-07T06:18:27.3907870Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/fips_names.h 2025-09-07T06:18:27.3908950Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ecdsa.h 2025-09-07T06:18:27.3910100Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/sslerr.h 2025-09-07T06:18:27.3911340Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/prov_ssl.h 2025-09-07T06:18:27.3912580Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/fipskey.h 2025-09-07T06:18:27.3913790Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/rc5.h 2025-09-07T06:18:27.3914950Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/uierr.h 2025-09-07T06:18:27.3916170Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/x509v3err.h 2025-09-07T06:18:27.3917250Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/objects.h 2025-09-07T06:18:27.3918370Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/pkcs12.h 2025-09-07T06:18:27.3919460Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/crypto.h 2025-09-07T06:18:27.3920510Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/crmf.h 2025-09-07T06:18:27.3921710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cmp_util.h 2025-09-07T06:18:27.3922840Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/opensslv.h 2025-09-07T06:18:27.3923920Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/evperr.h 2025-09-07T06:18:27.3925130Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/pkcs7.h 2025-09-07T06:18:27.3926300Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/obj_mac.h 2025-09-07T06:18:27.3927560Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ct.h 2025-09-07T06:18:27.3928710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/async.h 2025-09-07T06:18:27.3929850Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/buffer.h 2025-09-07T06:18:27.3930890Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ssl.h 2025-09-07T06:18:27.3931990Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/srp.h 2025-09-07T06:18:27.3933240Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/camellia.h 2025-09-07T06:18:27.3934410Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/httperr.h 2025-09-07T06:18:27.3935540Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/dherr.h 2025-09-07T06:18:27.3936740Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/evp.h 2025-09-07T06:18:27.3937980Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/e_os2.h 2025-09-07T06:18:27.3939140Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/trace.h 2025-09-07T06:18:27.3940250Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/md4.h 2025-09-07T06:18:27.3941380Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/core_names.h 2025-09-07T06:18:27.3942510Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/hmac.h 2025-09-07T06:18:27.3943760Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/provider.h 2025-09-07T06:18:27.3944870Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/aes.h 2025-09-07T06:18:27.3946040Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/engineerr.h 2025-09-07T06:18:27.3947150Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/comp.h 2025-09-07T06:18:27.3948270Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/macros.h 2025-09-07T06:18:27.3949520Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/pkcs12err.h 2025-09-07T06:18:27.3950740Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/encoder.h 2025-09-07T06:18:27.3951940Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cast.h 2025-09-07T06:18:27.3953110Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/sslerr_legacy.h 2025-09-07T06:18:27.3954350Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/rc4.h 2025-09-07T06:18:27.3955400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/stack.h 2025-09-07T06:18:27.3956400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/des.h 2025-09-07T06:18:27.3957560Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ocsp.h 2025-09-07T06:18:27.3958710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ec.h 2025-09-07T06:18:27.3959780Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ecdh.h 2025-09-07T06:18:27.3960930Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/rand.h 2025-09-07T06:18:27.3962030Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ecerr.h 2025-09-07T06:18:27.3963180Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ts.h 2025-09-07T06:18:27.3964450Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/core_dispatch.h 2025-09-07T06:18:27.3965540Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cryptoerr.h 2025-09-07T06:18:27.3966800Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/storeerr.h 2025-09-07T06:18:27.3967900Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/buffererr.h 2025-09-07T06:18:27.3969040Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/seed.h 2025-09-07T06:18:27.3970200Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/modes.h 2025-09-07T06:18:27.3971310Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ssl2.h 2025-09-07T06:18:27.3972380Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/tserr.h 2025-09-07T06:18:27.3973440Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/rsa.h 2025-09-07T06:18:27.3974570Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/ripemd.h 2025-09-07T06:18:27.3975790Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/whrlpool.h 2025-09-07T06:18:27.3976960Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/encodererr.h 2025-09-07T06:18:27.3978090Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/cmperr.h 2025-09-07T06:18:27.3979250Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/tls1.h 2025-09-07T06:18:27.3980510Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/rsaerr.h 2025-09-07T06:18:27.3981740Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/randerr.h 2025-09-07T06:18:27.3982950Z /opt/homebrew/Caskroom/miniconda/base/pkgs/openssl-3.0.17-h4ee41c1_0/include/openssl/mdc2.h 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2025-09-07T06:18:27.9381230Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/cells.cpython-313.pyc 2025-09-07T06:18:27.9382860Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/ansi.cpython-313.pyc 2025-09-07T06:18:27.9384680Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/file_proxy.cpython-313.pyc 2025-09-07T06:18:27.9386410Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/_ratio.cpython-313.pyc 2025-09-07T06:18:27.9387960Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/layout.cpython-313.pyc 2025-09-07T06:18:27.9389780Z 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2025-09-07T06:18:27.9399840Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/_cell_widths.cpython-313.pyc 2025-09-07T06:18:27.9401600Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/terminal_theme.cpython-313.pyc 2025-09-07T06:18:27.9403350Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/_palettes.cpython-313.pyc 2025-09-07T06:18:27.9405010Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/style.cpython-313.pyc 2025-09-07T06:18:27.9406700Z /opt/homebrew/Caskroom/miniconda/base/pkgs/rich-13.9.4-py313hca03da5_0/lib/python3.13/site-packages/rich/__pycache__/_log_render.cpython-313.pyc 2025-09-07T06:18:27.9408420Z 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2025-09-07T06:18:28.1392000Z /opt/homebrew/Caskroom/miniconda/base/pkgs/pydantic-2.11.7-py313hca03da5_0/lib/python3.13/site-packages/pydantic/_internal/_decorators_v1.py 2025-09-07T06:18:28.1393590Z /opt/homebrew/Caskroom/miniconda/base/pkgs/pydantic-2.11.7-py313hca03da5_0/lib/python3.13/site-packages/pydantic/_internal/_typing_extra.py 2025-09-07T06:18:28.1395240Z /opt/homebrew/Caskroom/miniconda/base/pkgs/pydantic-2.11.7-py313hca03da5_0/lib/python3.13/site-packages/pydantic/_internal/_validators.py 2025-09-07T06:18:28.1396900Z /opt/homebrew/Caskroom/miniconda/base/pkgs/pydantic-2.11.7-py313hca03da5_0/lib/python3.13/site-packages/pydantic/_internal/_serializers.py 2025-09-07T06:18:28.1398670Z /opt/homebrew/Caskroom/miniconda/base/pkgs/pydantic-2.11.7-py313hca03da5_0/lib/python3.13/site-packages/pydantic/_internal/_namespace_utils.py 2025-09-07T06:18:28.1400380Z 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/opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_opt_byid.3 2025-09-07T06:18:28.3979140Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_library_init.3 2025-09-07T06:18:28.3980470Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_key_tostr.3 2025-09-07T06:18:28.3981760Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_free_string.3 2025-09-07T06:18:28.3983100Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_create.3 2025-09-07T06:18:28.3984260Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_getsock.3 2025-09-07T06:18:28.3985540Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_u16.3 2025-09-07T06:18:28.3986920Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_set_addr6.3 2025-09-07T06:18:28.3988140Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_mkquery.3 2025-09-07T06:18:28.3989310Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_write.3 2025-09-07T06:18:28.3990620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_del_opt_byid.3 2025-09-07T06:18:28.3992040Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rec_type_fromstr.3 2025-09-07T06:18:28.3993400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_servers_ports_csv.3 2025-09-07T06:18:28.3994620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_freeaddrinfo.3 2025-09-07T06:18:28.3996130Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_destroy_options.3 2025-09-07T06:18:28.3997440Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_rr_get.3 2025-09-07T06:18:28.3998470Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_fds.3 2025-09-07T06:18:28.3999790Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_gethostbyname.3 2025-09-07T06:18:28.4001230Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_abin.3 2025-09-07T06:18:28.4002620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_init_options.3 2025-09-07T06:18:28.4003900Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_keys.3 2025-09-07T06:18:28.4005260Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_type.3 2025-09-07T06:18:28.4006490Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_timeout.3 2025-09-07T06:18:28.4007760Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_getnameinfo.3 2025-09-07T06:18:28.4008940Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_local_dev.3 2025-09-07T06:18:28.4010200Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_section_t.3 2025-09-07T06:18:28.4011620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_gethostbyname_file.3 2025-09-07T06:18:28.4013130Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_process_pending_write.3 2025-09-07T06:18:28.4014340Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_get_servers_csv.3 2025-09-07T06:18:28.4015640Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_opt_get_datatype.3 2025-09-07T06:18:28.4016710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_opcode_t.3 2025-09-07T06:18:28.4017890Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_set_id.3 2025-09-07T06:18:28.4019160Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_get_servers_ports.3 2025-09-07T06:18:28.4020370Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_opt_get_name.3 2025-09-07T06:18:28.4021460Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr.3 2025-09-07T06:18:28.4022720Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_soa_reply.3 2025-09-07T06:18:28.4024040Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_naptr_reply.3 2025-09-07T06:18:28.4025290Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_key_to_rec_type.3 2025-09-07T06:18:28.4026610Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_a_reply.3 2025-09-07T06:18:28.4028070Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_socket_configure_callback.3 2025-09-07T06:18:28.4029160Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_opt_param_t.3 2025-09-07T06:18:28.4030330Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_get_id.3 2025-09-07T06:18:28.4031580Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rcode_tostr.3 2025-09-07T06:18:28.4032790Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_pending_write_cb.3 2025-09-07T06:18:28.4033950Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_ttl.3 2025-09-07T06:18:28.4035120Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_name.3 2025-09-07T06:18:28.4036370Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_key_t.3 2025-09-07T06:18:28.4037570Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_library_init_android.3 2025-09-07T06:18:28.4038710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_strerror.3 2025-09-07T06:18:28.4040090Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_class_fromstr.3 2025-09-07T06:18:28.4041510Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_socket_functions_ex.3 2025-09-07T06:18:28.4042540Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_send.3 2025-09-07T06:18:28.4043860Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_get_opcode.3 2025-09-07T06:18:28.4045530Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_aaaa_reply.3 2025-09-07T06:18:28.4046710Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record.3 2025-09-07T06:18:28.4047870Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_socket_callback.3 2025-09-07T06:18:28.4049360Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_flags_t.3 2025-09-07T06:18:28.4050610Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_ns_reply.3 2025-09-07T06:18:28.4051940Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_rr_cnt.3 2025-09-07T06:18:28.4053250Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_add_abin.3 2025-09-07T06:18:28.4054400Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_getaddrinfo.3 2025-09-07T06:18:28.4055720Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_caa_reply.3 2025-09-07T06:18:28.4057090Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_addr6.3 2025-09-07T06:18:28.4058410Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rec_type_tostr.3 2025-09-07T06:18:28.4059620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_rr_add.3 2025-09-07T06:18:28.4060870Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_abin_cnt.3 2025-09-07T06:18:28.4062160Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_query_set_type.3 2025-09-07T06:18:28.4063310Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_opt.3 2025-09-07T06:18:28.4064470Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_process_fd.3 2025-09-07T06:18:28.4065660Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_set_sortlist.3 2025-09-07T06:18:28.4066780Z 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/opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_set_opt.3 2025-09-07T06:18:28.4076970Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_parse_txt_reply.3 2025-09-07T06:18:28.4078450Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_send_dnsrec.3 2025-09-07T06:18:28.4079880Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_rr_get_class.3 2025-09-07T06:18:28.4081200Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_opt_datatype_t.3 2025-09-07T06:18:28.4082580Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_search.3 2025-09-07T06:18:28.4083880Z /opt/homebrew/Caskroom/miniconda/base/pkgs/c-ares-1.34.5-h2ca31fc_0/share/man/man3/ares_dns_record_query_set_name.3 2025-09-07T06:18:28.4085200Z 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2025-09-07T06:18:29.4412730Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Detroit 2025-09-07T06:18:29.4413660Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Paramaribo 2025-09-07T06:18:29.4414540Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Yakutat 2025-09-07T06:18:29.4415440Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santarem 2025-09-07T06:18:29.4416400Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Punta_Arenas 2025-09-07T06:18:29.4417250Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Scoresbysund 2025-09-07T06:18:29.4418150Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santiago 2025-09-07T06:18:29.4419060Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Guyana 2025-09-07T06:18:29.4420010Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Coral_Harbour 2025-09-07T06:18:29.4420900Z 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2025-09-07T06:18:29.4430100Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Antigua 2025-09-07T06:18:29.4430670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Porto_Velho 2025-09-07T06:18:29.4431570Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Rosario 2025-09-07T06:18:29.4432280Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Chicago 2025-09-07T06:18:29.4433170Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Creston 2025-09-07T06:18:29.4433840Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Managua 2025-09-07T06:18:29.4434460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Nassau 2025-09-07T06:18:29.4435120Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Bogota 2025-09-07T06:18:29.4435780Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cancun 2025-09-07T06:18:29.4436460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Chihuahua 2025-09-07T06:18:29.4437180Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Campo_Grande 2025-09-07T06:18:29.4437820Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Halifax 2025-09-07T06:18:29.4438460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Boise 2025-09-07T06:18:29.4439130Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Montreal 2025-09-07T06:18:29.4439800Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Goose_Bay 2025-09-07T06:18:29.4440510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Sao_Paulo 2025-09-07T06:18:29.4441430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Blanc-Sablon 2025-09-07T06:18:29.4441990Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Phoenix 2025-09-07T06:18:29.4442680Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Atikokan 2025-09-07T06:18:29.4443330Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cayenne 2025-09-07T06:18:29.4443950Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Nuuk 2025-09-07T06:18:29.4444860Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santa_Isabel 2025-09-07T06:18:29.4445480Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Boa_Vista 2025-09-07T06:18:29.4446460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Bahia_Banderas 2025-09-07T06:18:29.4446970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Vevay 2025-09-07T06:18:29.4447780Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Indianapolis 2025-09-07T06:18:29.4448580Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Winamac 2025-09-07T06:18:29.4449370Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Tell_City 2025-09-07T06:18:29.4450040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Petersburg 2025-09-07T06:18:29.4450780Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Vincennes 2025-09-07T06:18:29.4451510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Knox 2025-09-07T06:18:29.4452260Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Marengo 2025-09-07T06:18:29.4452910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indianapolis 2025-09-07T06:18:29.4453910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Dominica 2025-09-07T06:18:29.4454330Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Salta 2025-09-07T06:18:29.4455240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Ushuaia 2025-09-07T06:18:29.4455990Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Catamarca 2025-09-07T06:18:29.4456960Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/ComodRivadavia 2025-09-07T06:18:29.4457510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/San_Juan 2025-09-07T06:18:29.4458280Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/San_Luis 2025-09-07T06:18:29.4459090Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Rio_Gallegos 2025-09-07T06:18:29.4459800Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Jujuy 2025-09-07T06:18:29.4460550Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Tucuman 2025-09-07T06:18:29.4461350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Buenos_Aires 2025-09-07T06:18:29.4462070Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Cordoba 2025-09-07T06:18:29.4462870Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/La_Rioja 2025-09-07T06:18:29.4463620Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Mendoza 2025-09-07T06:18:29.4464240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/La_Paz 2025-09-07T06:18:29.4464890Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Dawson 2025-09-07T06:18:29.4465550Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Moncton 2025-09-07T06:18:29.4467190Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Matamoros 2025-09-07T06:18:29.4467350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/St_Vincent 2025-09-07T06:18:29.4468110Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Regina 2025-09-07T06:18:29.4468830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Yellowknife 2025-09-07T06:18:29.4469830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Rainy_River 2025-09-07T06:18:29.4470670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Kralendijk 2025-09-07T06:18:29.4471730Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Monterrey 2025-09-07T06:18:29.4472590Z 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2025-09-07T06:18:29.4501190Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/North_Dakota/New_Salem 2025-09-07T06:18:29.4502230Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/North_Dakota/Center 2025-09-07T06:18:29.4503240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/North_Dakota/Beulah 2025-09-07T06:18:29.4504150Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Glace_Bay 2025-09-07T06:18:29.4505050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Montserrat 2025-09-07T06:18:29.4505840Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Toronto 2025-09-07T06:18:29.4506610Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Panama 2025-09-07T06:18:29.4507500Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cordoba 2025-09-07T06:18:29.4508450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Louisville 2025-09-07T06:18:29.4509470Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Ensenada 2025-09-07T06:18:29.4510450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Shiprock 2025-09-07T06:18:29.4511580Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Ojinaga 2025-09-07T06:18:29.4512510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Thule 2025-09-07T06:18:29.4513460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Caracas 2025-09-07T06:18:29.4514390Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Araguaina 2025-09-07T06:18:29.4515240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cambridge_Bay 2025-09-07T06:18:29.4516110Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Winnipeg 2025-09-07T06:18:29.4516950Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Grand_Turk 2025-09-07T06:18:29.4517790Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Virgin 2025-09-07T06:18:29.4518710Z 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2025-09-07T06:18:29.4545320Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Aruba 2025-09-07T06:18:29.4546360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Fort_Nelson 2025-09-07T06:18:29.4547040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Sitka 2025-09-07T06:18:29.4547980Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Anguilla 2025-09-07T06:18:29.4548980Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Danmarkshavn 2025-09-07T06:18:29.4549970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Melbourne 2025-09-07T06:18:29.4550900Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Queensland 2025-09-07T06:18:29.4551660Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/North 2025-09-07T06:18:29.4552570Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Lord_Howe 2025-09-07T06:18:29.4553510Z 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/opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Perth 2025-09-07T06:18:29.4563510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/South 2025-09-07T06:18:29.4564470Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Lindeman 2025-09-07T06:18:29.4565350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Darwin 2025-09-07T06:18:29.4566220Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/West 2025-09-07T06:18:29.4567130Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/LHI 2025-09-07T06:18:29.4568050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/NSW 2025-09-07T06:18:29.4568960Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Broken_Hill 2025-09-07T06:18:29.4569840Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Currie 2025-09-07T06:18:29.4570640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-10 2025-09-07T06:18:29.4571470Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+12 2025-09-07T06:18:29.4572520Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-11 2025-09-07T06:18:29.4573380Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/Universal 2025-09-07T06:18:29.4574190Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/Greenwich 2025-09-07T06:18:29.4575100Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-6 2025-09-07T06:18:29.4575850Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-1 2025-09-07T06:18:29.4576600Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-8 2025-09-07T06:18:29.4577450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+4 2025-09-07T06:18:29.4578210Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+3 2025-09-07T06:18:29.4579060Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-9 2025-09-07T06:18:29.4579950Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-0 2025-09-07T06:18:29.4580790Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-7 2025-09-07T06:18:29.4581550Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+2 2025-09-07T06:18:29.4582380Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+5 2025-09-07T06:18:29.4583200Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT 2025-09-07T06:18:29.4583930Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/Zulu 2025-09-07T06:18:29.4584710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+11 2025-09-07T06:18:29.4585620Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-13 2025-09-07T06:18:29.4586310Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-14 2025-09-07T06:18:29.4587040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+10 2025-09-07T06:18:29.4591810Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-12 2025-09-07T06:18:29.4592020Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT0 2025-09-07T06:18:29.4592140Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/UCT 2025-09-07T06:18:29.4592270Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+0 2025-09-07T06:18:29.4592560Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+7 2025-09-07T06:18:29.4592680Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+9 2025-09-07T06:18:29.4592850Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-2 2025-09-07T06:18:29.4593140Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-5 2025-09-07T06:18:29.4594230Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+8 2025-09-07T06:18:29.4594960Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+6 2025-09-07T06:18:29.4595790Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+1 2025-09-07T06:18:29.4596580Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/UTC 2025-09-07T06:18:29.4597260Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-4 2025-09-07T06:18:29.4598020Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-3 2025-09-07T06:18:29.4598820Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/zonenow.tab 2025-09-07T06:18:29.4599520Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/NZ-CHAT 2025-09-07T06:18:29.4600370Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Dushanbe 2025-09-07T06:18:29.4601350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Qostanay 2025-09-07T06:18:29.4602030Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Calcutta 2025-09-07T06:18:29.4602860Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Urumqi 2025-09-07T06:18:29.4603830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Karachi 2025-09-07T06:18:29.4604640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Khandyga 2025-09-07T06:18:29.4605410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Thimbu 2025-09-07T06:18:29.4606440Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Thimphu 2025-09-07T06:18:29.4607350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Vladivostok 2025-09-07T06:18:29.4608280Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Vientiane 2025-09-07T06:18:29.4609080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Shanghai 2025-09-07T06:18:29.4609990Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ulan_Bator 2025-09-07T06:18:29.4610810Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Aden 2025-09-07T06:18:29.4611700Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Muscat 2025-09-07T06:18:29.4612460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Damascus 2025-09-07T06:18:29.4613240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Jerusalem 2025-09-07T06:18:29.4614120Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Brunei 2025-09-07T06:18:29.4615160Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ulaanbaatar 2025-09-07T06:18:29.4616070Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Amman 2025-09-07T06:18:29.4616960Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kuching 2025-09-07T06:18:29.4617810Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Tel_Aviv 2025-09-07T06:18:29.4618740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Seoul 2025-09-07T06:18:29.4619460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Atyrau 2025-09-07T06:18:29.4620380Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Pyongyang 2025-09-07T06:18:29.4621030Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Hovd 2025-09-07T06:18:29.4622000Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Hebron 2025-09-07T06:18:29.4622810Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kuwait 2025-09-07T06:18:29.4623660Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Tomsk 2025-09-07T06:18:29.4624450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Manila 2025-09-07T06:18:29.4625410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Chita 2025-09-07T06:18:29.4626220Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Katmandu 2025-09-07T06:18:29.4627040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Gaza 2025-09-07T06:18:29.4627920Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Samarkand 2025-09-07T06:18:29.4628740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Taipei 2025-09-07T06:18:29.4629530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Tashkent 2025-09-07T06:18:29.4630480Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Yekaterinburg 2025-09-07T06:18:29.4631300Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Macau 2025-09-07T06:18:29.4632170Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Qyzylorda 2025-09-07T06:18:29.4632940Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Macao 2025-09-07T06:18:29.4633760Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Tokyo 2025-09-07T06:18:29.4634450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Baku 2025-09-07T06:18:29.4635150Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Barnaul 2025-09-07T06:18:29.4635670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Istanbul 2025-09-07T06:18:29.4636430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Irkutsk 2025-09-07T06:18:29.4637010Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Qatar 2025-09-07T06:18:29.4637620Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Bahrain 2025-09-07T06:18:29.4638250Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Yangon 2025-09-07T06:18:29.4638880Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Yerevan 2025-09-07T06:18:29.4639500Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Almaty 2025-09-07T06:18:29.4640090Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Dili 2025-09-07T06:18:29.4640720Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Dacca 2025-09-07T06:18:29.4641450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Chongqing 2025-09-07T06:18:29.4642100Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ust-Nera 2025-09-07T06:18:29.4642740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Magadan 2025-09-07T06:18:29.4643330Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Colombo 2025-09-07T06:18:29.4644040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Krasnoyarsk 2025-09-07T06:18:29.4644820Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kamchatka 2025-09-07T06:18:29.4645470Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ujung_Pandang 2025-09-07T06:18:29.4646080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Jakarta 2025-09-07T06:18:29.4646750Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kolkata 2025-09-07T06:18:29.4647320Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kabul 2025-09-07T06:18:29.4647970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Oral 2025-09-07T06:18:29.4648780Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Jayapura 2025-09-07T06:18:29.4649300Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Pontianak 2025-09-07T06:18:29.4649970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Makassar 2025-09-07T06:18:29.4650560Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Tbilisi 2025-09-07T06:18:29.4651360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Singapore 2025-09-07T06:18:29.4651890Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Harbin 2025-09-07T06:18:29.4652530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kashgar 2025-09-07T06:18:29.4653120Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Dhaka 2025-09-07T06:18:29.4653760Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Yakutsk 2025-09-07T06:18:29.4654460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kuala_Lumpur 2025-09-07T06:18:29.4655050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Tehran 2025-09-07T06:18:29.4655670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Beirut 2025-09-07T06:18:29.4656510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Aqtobe 2025-09-07T06:18:29.4657100Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Anadyr 2025-09-07T06:18:29.4657890Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Bishkek 2025-09-07T06:18:29.4658690Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Dubai 2025-09-07T06:18:29.4659510Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Riyadh 2025-09-07T06:18:29.4660400Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Novokuznetsk 2025-09-07T06:18:29.4661240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Aqtau 2025-09-07T06:18:29.4661900Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Omsk 2025-09-07T06:18:29.4662840Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ashkhabad 2025-09-07T06:18:29.4663550Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Saigon 2025-09-07T06:18:29.4664370Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Sakhalin 2025-09-07T06:18:29.4665160Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Hong_Kong 2025-09-07T06:18:29.4666250Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Phnom_Penh 2025-09-07T06:18:29.4667080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Nicosia 2025-09-07T06:18:29.4667890Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Baghdad 2025-09-07T06:18:29.4668730Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Srednekolymsk 2025-09-07T06:18:29.4669640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ashgabat 2025-09-07T06:18:29.4670480Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Kathmandu 2025-09-07T06:18:29.4671390Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Choibalsan 2025-09-07T06:18:29.4672160Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Bangkok 2025-09-07T06:18:29.4672920Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Chungking 2025-09-07T06:18:29.4673830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Novosibirsk 2025-09-07T06:18:29.4674540Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Famagusta 2025-09-07T06:18:29.4675320Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Rangoon 2025-09-07T06:18:29.4676250Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Asia/Ho_Chi_Minh 2025-09-07T06:18:29.4676940Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/MET 2025-09-07T06:18:29.4677630Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Portugal 2025-09-07T06:18:29.4678500Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Antarctica/Palmer 2025-09-07T06:18:29.4679430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Antarctica/Davis 2025-09-07T06:18:29.4680390Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Antarctica/Rothera 2025-09-07T06:18:29.4681240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Antarctica/Vostok 2025-09-07T06:18:29.4682050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Antarctica/Syowa 2025-09-07T06:18:29.4683230Z 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2025-09-07T06:18:29.4700340Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Luxembourg 2025-09-07T06:18:29.4701240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Ljubljana 2025-09-07T06:18:29.4701970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Helsinki 2025-09-07T06:18:29.4702740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Minsk 2025-09-07T06:18:29.4703530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Skopje 2025-09-07T06:18:29.4704360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Dublin 2025-09-07T06:18:29.4705230Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Jersey 2025-09-07T06:18:29.4706130Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/San_Marino 2025-09-07T06:18:29.4707080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Gibraltar 2025-09-07T06:18:29.4707890Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Europe/Belgrade 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/att5320 2025-09-07T06:18:29.5095220Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/aaa-s-ctxt 2025-09-07T06:18:29.5096020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/aaa+unk 2025-09-07T06:18:29.5096890Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/ansi-m 2025-09-07T06:18:29.5097730Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/adds200 2025-09-07T06:18:29.5098590Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/ansi+apparrows 2025-09-07T06:18:29.5099480Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/aaa-30-s-rv-ct 2025-09-07T06:18:29.5100240Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/appleIIc 2025-09-07T06:18:29.5101020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/aaa-30 2025-09-07T06:18:29.5101990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/61/at-color 2025-09-07T06:18:29.5102770Z 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2025-09-07T06:18:29.5111790Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/fox 2025-09-07T06:18:29.5112560Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/foot 2025-09-07T06:18:29.5113390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/freedom 2025-09-07T06:18:29.5114180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/f100 2025-09-07T06:18:29.5114980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/fbterm 2025-09-07T06:18:29.5115860Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/freedom110 2025-09-07T06:18:29.5116950Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/f110-14w 2025-09-07T06:18:29.5117430Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/f110-w 2025-09-07T06:18:29.5118270Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/f1720 2025-09-07T06:18:29.5119160Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/66/foot+base 2025-09-07T06:18:29.5119770Z 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2025-09-07T06:18:29.5204680Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hz1500 2025-09-07T06:18:29.5205550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/h19kermit 2025-09-07T06:18:29.5206160Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/h19-us 2025-09-07T06:18:29.5207210Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hft-old 2025-09-07T06:18:29.5207750Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp700-wy 2025-09-07T06:18:29.5208810Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp9845 2025-09-07T06:18:29.5209280Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2621-nl 2025-09-07T06:18:29.5210130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hpex 2025-09-07T06:18:29.5210800Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/h19k 2025-09-07T06:18:29.5211750Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hterm-256color 2025-09-07T06:18:29.5212630Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/h29a-kc-uc 2025-09-07T06:18:29.5213250Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp+printer 2025-09-07T06:18:29.5214360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2397a 2025-09-07T06:18:29.5214830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2624b-10p 2025-09-07T06:18:29.5215600Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hz1510 2025-09-07T06:18:29.5216540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2621-ba 2025-09-07T06:18:29.5217450Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2626-12x40 2025-09-07T06:18:29.5218180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/ha8675 2025-09-07T06:18:29.5219070Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/ha8686 2025-09-07T06:18:29.5219740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2640a 2025-09-07T06:18:29.5220620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hz1520 2025-09-07T06:18:29.5221790Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2626a 2025-09-07T06:18:29.5222270Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2624a-10p 2025-09-07T06:18:29.5223310Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/heath 2025-09-07T06:18:29.5223900Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hft-c-old 2025-09-07T06:18:29.5224680Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp98720 2025-09-07T06:18:29.5225470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hz1000 2025-09-07T06:18:29.5226190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hft 2025-09-07T06:18:29.5226970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2382 2025-09-07T06:18:29.5227740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hpterm 2025-09-07T06:18:29.5228490Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hpansi 2025-09-07T06:18:29.5229270Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp98721 2025-09-07T06:18:29.5230250Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/h19-b 2025-09-07T06:18:29.5230830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2621-a 2025-09-07T06:18:29.5231630Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp45 2025-09-07T06:18:29.5232390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/h-100bw 2025-09-07T06:18:29.5233500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hz1520-noesc 2025-09-07T06:18:29.5233830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp110 2025-09-07T06:18:29.5234430Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp300h 2025-09-07T06:18:29.5235010Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/he80 2025-09-07T06:18:29.5235660Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2626-12-s 2025-09-07T06:18:29.5236240Z 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2025-09-07T06:18:29.5243030Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2622a 2025-09-07T06:18:29.5243730Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2644a 2025-09-07T06:18:29.5244560Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2645 2025-09-07T06:18:29.5244960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2624b-10p-p 2025-09-07T06:18:29.5245540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2626-s 2025-09-07T06:18:29.5246160Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2627c 2025-09-07T06:18:29.5246850Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hz1552-rv 2025-09-07T06:18:29.5247640Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2626 2025-09-07T06:18:29.5248100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2627a-rev 2025-09-07T06:18:29.5248700Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/68/hp2621 2025-09-07T06:18:29.5249300Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibmvga-c 2025-09-07T06:18:29.5325060Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm+16color 2025-09-07T06:18:29.5325540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ims-ansi 2025-09-07T06:18:29.5326380Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm-system1 2025-09-07T06:18:29.5327190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibmapa8c 2025-09-07T06:18:29.5327960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm8503 2025-09-07T06:18:29.5328690Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibmega-c 2025-09-07T06:18:29.5329420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibmx 2025-09-07T06:18:29.5330550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm-pc 2025-09-07T06:18:29.5331050Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/intext2 2025-09-07T06:18:29.5332100Z 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2025-09-07T06:18:29.5340600Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm6153-90 2025-09-07T06:18:29.5341450Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm8513 2025-09-07T06:18:29.5342470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm5081-c 2025-09-07T06:18:29.5343100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/iris40 2025-09-07T06:18:29.5343840Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm8514 2025-09-07T06:18:29.5344570Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm3101 2025-09-07T06:18:29.5345370Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/iterm2 2025-09-07T06:18:29.5346230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm6153 2025-09-07T06:18:29.5347100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/intertec 2025-09-07T06:18:29.5347890Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm6154 2025-09-07T06:18:29.5348740Z 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2025-09-07T06:18:29.5365200Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/i400 2025-09-07T06:18:29.5366040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm8507 2025-09-07T06:18:29.5367000Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ims950 2025-09-07T06:18:29.5367770Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/iris-ansi-ap 2025-09-07T06:18:29.5368610Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibmapa16 2025-09-07T06:18:29.5369520Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm-apl 2025-09-07T06:18:29.5370440Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/intextii 2025-09-07T06:18:29.5371130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm8514-c 2025-09-07T06:18:29.5371880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm5154-c 2025-09-07T06:18:29.5372800Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/69/ibm6153-40 2025-09-07T06:18:29.5373620Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun2 2025-09-07T06:18:29.5468970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-w 2025-09-07T06:18:29.5470000Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.xterm-xfree86 2025-09-07T06:18:29.5470770Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/stterm 2025-09-07T06:18:29.5471620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-ss5 2025-09-07T06:18:29.5472420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-e 2025-09-07T06:18:29.5473220Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-nic 2025-09-07T06:18:29.5474240Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.mlterm-256color 2025-09-07T06:18:29.5475130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-bce.rxvt 2025-09-07T06:18:29.5475910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-34 2025-09-07T06:18:29.5476840Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.minitel2-80 2025-09-07T06:18:29.5477620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/st-direct 2025-09-07T06:18:29.5478540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/simterm 2025-09-07T06:18:29.5479470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.minitel1b 2025-09-07T06:18:29.5480320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sc415 2025-09-07T06:18:29.5481140Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sibo 2025-09-07T06:18:29.5482040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/scoansi-old 2025-09-07T06:18:29.5482880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/stv52 2025-09-07T06:18:29.5483830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-16color-s 2025-09-07T06:18:29.5484960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-bce.xterm-new 2025-09-07T06:18:29.5485730Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screwpoint 2025-09-07T06:18:29.5495120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/soroc120 2025-09-07T06:18:29.5495970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-48 2025-09-07T06:18:29.5496810Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/simpleterm 2025-09-07T06:18:29.5497600Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/synertek 2025-09-07T06:18:29.5498360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/scrt 2025-09-07T06:18:29.5499130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen 2025-09-07T06:18:29.5500070Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-il 2025-09-07T06:18:29.5500860Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-bce 2025-09-07T06:18:29.5501610Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sbi 2025-09-07T06:18:29.5502360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sb1 2025-09-07T06:18:29.5503420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.xterm-256color 2025-09-07T06:18:29.5504120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/st52 2025-09-07T06:18:29.5504930Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/scrhp 2025-09-07T06:18:29.5505840Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/stterm-16color 2025-09-07T06:18:29.5506710Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/scoansi-new 2025-09-07T06:18:29.5507550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/superbrain 2025-09-07T06:18:29.5508510Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-256color-s 2025-09-07T06:18:29.5509270Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sv80 2025-09-07T06:18:29.5510130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.mlterm 2025-09-07T06:18:29.5511430Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.vte-256color 2025-09-07T06:18:29.5512160Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.putty-256color 2025-09-07T06:18:29.5513120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-bce.mrxvt 2025-09-07T06:18:29.5513920Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/st52-old 2025-09-07T06:18:29.5514770Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.Eterm 2025-09-07T06:18:29.5515960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/spinwriter 2025-09-07T06:18:29.5516340Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-s 2025-09-07T06:18:29.5517120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun1 2025-09-07T06:18:29.5517990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.teraterm 2025-09-07T06:18:29.5518920Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-bce.Eterm 2025-09-07T06:18:29.5519790Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.mrxvt 2025-09-07T06:18:29.5520740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-16color-bce 2025-09-07T06:18:29.5521550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-s 2025-09-07T06:18:29.5522350Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/stv52pc 2025-09-07T06:18:29.5523330Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.minitel1b-80 2025-09-07T06:18:29.5524090Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/system1 2025-09-07T06:18:29.5524980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.linux-m1 2025-09-07T06:18:29.5526100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-1 2025-09-07T06:18:29.5526510Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-color 2025-09-07T06:18:29.5527420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.xterm-new 2025-09-07T06:18:29.5528230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-256color 2025-09-07T06:18:29.5529060Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen+fkeys 2025-09-07T06:18:29.5529990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen-bce.konsole 2025-09-07T06:18:29.5530800Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun+sl 2025-09-07T06:18:29.5531540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sc410 2025-09-07T06:18:29.5532410Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/sun-s-e 2025-09-07T06:18:29.5533360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/screen.minitel1 2025-09-07T06:18:29.5534230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/73/securecrt 2025-09-07T06:18:29.5535070Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty4424 2025-09-07T06:18:29.5535890Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tw52 2025-09-07T06:18:29.5536760Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920b-mc-vb 2025-09-07T06:18:29.5537460Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty5620-s 2025-09-07T06:18:29.5538490Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912c-unk-2p 2025-09-07T06:18:29.5539220Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tab132-rv 2025-09-07T06:18:29.5540180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tab132-15 2025-09-07T06:18:29.5541020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty5620-1 2025-09-07T06:18:29.5541760Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tek 2025-09-07T06:18:29.5542530Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/ti926-8 2025-09-07T06:18:29.5543320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912c-mc 2025-09-07T06:18:29.5544120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912b-vb 2025-09-07T06:18:29.5544940Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi925-hi 2025-09-07T06:18:29.5545690Z 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2025-09-07T06:18:29.5586910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi950-2p 2025-09-07T06:18:29.5587810Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/teken 2025-09-07T06:18:29.5588500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tt52 2025-09-07T06:18:29.5589250Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tek4025a 2025-09-07T06:18:29.5590180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912c-vb-p 2025-09-07T06:18:29.5591080Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920b-unk-2p 2025-09-07T06:18:29.5591880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty5410v1-w 2025-09-07T06:18:29.5592600Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/trs2 2025-09-07T06:18:29.5593460Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912c-mc-2p 2025-09-07T06:18:29.5594230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi950 2025-09-07T06:18:29.5595010Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/ti924 2025-09-07T06:18:29.5595770Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tw52-m 2025-09-07T06:18:29.5596620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/ti916-132 2025-09-07T06:18:29.5597470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty5420-nl 2025-09-07T06:18:29.5598350Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty5425-w 2025-09-07T06:18:29.5599180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi950-rv 2025-09-07T06:18:29.5600130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920c-p-vb 2025-09-07T06:18:29.5600930Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920c-mc-vb 2025-09-07T06:18:29.5601700Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi970-2p 2025-09-07T06:18:29.5602500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tek4207 2025-09-07T06:18:29.5603270Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty5420-w 2025-09-07T06:18:29.5648110Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tab132-w-rv 2025-09-07T06:18:29.5648930Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/teleray 2025-09-07T06:18:29.5649510Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/trsII 2025-09-07T06:18:29.5650170Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912b+vb 2025-09-07T06:18:29.5650820Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912c-p-2p 2025-09-07T06:18:29.5651480Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920b-2p-p 2025-09-07T06:18:29.5652150Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tek4109brl 2025-09-07T06:18:29.5652740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tty4426 2025-09-07T06:18:29.5653380Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920b-2p 2025-09-07T06:18:29.5654070Z 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2025-09-07T06:18:29.5684580Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/teken-sc 2025-09-07T06:18:29.5685290Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912b-p 2025-09-07T06:18:29.5686200Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912b-2p-unk 2025-09-07T06:18:29.5687020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tab132 2025-09-07T06:18:29.5687830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tek4023 2025-09-07T06:18:29.5688820Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi920c-p 2025-09-07T06:18:29.5689680Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tandem653 2025-09-07T06:18:29.5690470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tek4024 2025-09-07T06:18:29.5691370Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi912c-2p-mc 2025-09-07T06:18:29.5692160Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/74/tvi955-hb 2025-09-07T06:18:29.5692990Z 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2025-09-07T06:18:29.6667910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism8 2025-09-07T06:18:29.6668580Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/psterm-fast 2025-09-07T06:18:29.6669190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/printer 2025-09-07T06:18:29.6669790Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe1251 2025-09-07T06:18:29.6670440Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi-33 2025-09-07T06:18:29.6671060Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt35w 2025-09-07T06:18:29.6671830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty+fnkeys+vt400 2025-09-07T06:18:29.6672480Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi-25-m 2025-09-07T06:18:29.6673150Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism14-m-w 2025-09-07T06:18:29.6673720Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p8-w 2025-09-07T06:18:29.6674370Z 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2025-09-07T06:18:29.6687760Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt40w 2025-09-07T06:18:29.6688370Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt28 2025-09-07T06:18:29.6689000Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe1100 2025-09-07T06:18:29.6689680Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pc-coherent 2025-09-07T06:18:29.6690260Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe550 2025-09-07T06:18:29.6690840Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p8 2025-09-07T06:18:29.6691470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p12-m-w 2025-09-07T06:18:29.6692040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pc3 2025-09-07T06:18:29.6692640Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcmw 2025-09-07T06:18:29.6693280Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt43w 2025-09-07T06:18:29.6693910Z 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2025-09-07T06:18:29.6700810Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-m1b 2025-09-07T06:18:29.6701400Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi 2025-09-07T06:18:29.6702030Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe7000c 2025-09-07T06:18:29.6702720Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt25-color 2025-09-07T06:18:29.6703370Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi43 2025-09-07T06:18:29.6703920Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p14 2025-09-07T06:18:29.6704550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p14-m-w 2025-09-07T06:18:29.6705180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism14 2025-09-07T06:18:29.6705860Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-noapp 2025-09-07T06:18:29.6706450Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pilot 2025-09-07T06:18:29.6707030Z 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2025-09-07T06:18:29.6740150Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qansi-g 2025-09-07T06:18:29.6740830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt203-25-w 2025-09-07T06:18:29.6741590Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt119+-w 2025-09-07T06:18:29.6742090Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt102 2025-09-07T06:18:29.6742730Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qansi-t 2025-09-07T06:18:29.6743440Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qnxt2 2025-09-07T06:18:29.6743990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt203-w 2025-09-07T06:18:29.6744710Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt101p 2025-09-07T06:18:29.6745280Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qnxtmono 2025-09-07T06:18:29.6746110Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt103-w 2025-09-07T06:18:29.6746700Z 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2025-09-07T06:18:29.6753580Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt119+ 2025-09-07T06:18:29.6754230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt108 2025-09-07T06:18:29.6754910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qume5 2025-09-07T06:18:29.6755460Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qansi 2025-09-07T06:18:29.6756080Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt101+ 2025-09-07T06:18:29.6756810Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt203+ 2025-09-07T06:18:29.6757420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/71/qvt119-25-w 2025-09-07T06:18:29.6757990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vt61 2025-09-07T06:18:29.6758690Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vt330 2025-09-07T06:18:29.6759300Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vt102 2025-09-07T06:18:29.6759930Z 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2025-09-07T06:18:29.6766980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vte-direct 2025-09-07T06:18:29.6767560Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/viewpoint90 2025-09-07T06:18:29.6768330Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vte+pcfkeys 2025-09-07T06:18:29.6768840Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vt320-nam 2025-09-07T06:18:29.6769550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vitty 2025-09-07T06:18:29.6770100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vt102-w 2025-09-07T06:18:29.6770850Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/versaterm 2025-09-07T06:18:29.6771380Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/visa50 2025-09-07T06:18:29.6772150Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vt52+arrows 2025-09-07T06:18:29.6772660Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/76/vp3a+ 2025-09-07T06:18:29.6773320Z 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2025-09-07T06:18:29.6866490Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-color 2025-09-07T06:18:29.6867190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-16color 2025-09-07T06:18:29.6867880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xf86-v40 2025-09-07T06:18:29.6868540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+128x40 2025-09-07T06:18:29.6869190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-m-b 2025-09-07T06:18:29.6869910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+direct256 2025-09-07T06:18:29.6870570Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+direct2 2025-09-07T06:18:29.6871240Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+app+pc 2025-09-07T06:18:29.6871870Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xgterm 2025-09-07T06:18:29.6872550Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+88color 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xi 2025-09-07T06:18:29.6880330Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcc0 2025-09-07T06:18:29.6880960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-f 2025-09-07T06:18:29.6881690Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-x11hilite 2025-09-07T06:18:29.6882270Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xtermc 2025-09-07T06:18:29.6882990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-80x25-m 2025-09-07T06:18:29.6883620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcf2 2025-09-07T06:18:29.6884290Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+keypad 2025-09-07T06:18:29.6884880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm 2025-09-07T06:18:29.6885590Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-128x40 2025-09-07T06:18:29.6886230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+noapp 2025-09-07T06:18:29.6886850Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+b 2025-09-07T06:18:29.6887520Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-basic 2025-09-07T06:18:29.6888170Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+meta 2025-09-07T06:18:29.6888880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+x11mouse 2025-09-07T06:18:29.6889500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-f2 2025-09-07T06:18:29.6890090Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x820 2025-09-07T06:18:29.6890760Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcc1 2025-09-07T06:18:29.6891390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-r6 2025-09-07T06:18:29.6891980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x1720 2025-09-07T06:18:29.6892620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm.js 2025-09-07T06:18:29.6893320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-88color 2025-09-07T06:18:29.6893970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+tmux2 2025-09-07T06:18:29.6894680Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-144x48-m 2025-09-07T06:18:29.6895390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-direct2 2025-09-07T06:18:29.6896030Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+decedit 2025-09-07T06:18:29.6896670Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-utf8 2025-09-07T06:18:29.6897390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+x11hilite 2025-09-07T06:18:29.6898080Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-direct16 2025-09-07T06:18:29.6898670Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xdku 2025-09-07T06:18:29.6899320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x68k-ite 2025-09-07T06:18:29.6900020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+alt+title 2025-09-07T06:18:29.6900710Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-112x37-m 2025-09-07T06:18:29.6901370Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+direct 2025-09-07T06:18:29.6902090Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xf86-v333 2025-09-07T06:18:29.6902760Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xfree86 2025-09-07T06:18:29.6903430Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-vt220 2025-09-07T06:18:29.6904050Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+acs 2025-09-07T06:18:29.6904680Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-hp 2025-09-07T06:18:29.6905320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-new 2025-09-07T06:18:29.6905980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-noapp 2025-09-07T06:18:29.6906700Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pc+edit 2025-09-07T06:18:29.6907320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-1003 2025-09-07T06:18:29.6907970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterms-sun 2025-09-07T06:18:29.6908650Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+sl-twm 2025-09-07T06:18:29.6909320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+basic 2025-09-07T06:18:29.6910020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+sm+1003 2025-09-07T06:18:29.6910670Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-pcolor 2025-09-07T06:18:29.6911250Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xenix 2025-09-07T06:18:29.6911990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-direct256 2025-09-07T06:18:29.6912570Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc 2025-09-07T06:18:29.6913280Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+sm+1002 2025-09-07T06:18:29.6913930Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+focus 2025-09-07T06:18:29.6914620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+sm+1005 2025-09-07T06:18:29.6915260Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-1005 2025-09-07T06:18:29.6915970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-128x48-m 2025-09-07T06:18:29.6916590Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xerox-lm 2025-09-07T06:18:29.6917300Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+nopcfkeys 2025-09-07T06:18:29.6917960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-direct 2025-09-07T06:18:29.6918610Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-1002 2025-09-07T06:18:29.6919250Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-sco 2025-09-07T06:18:29.6919950Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-144x48 2025-09-07T06:18:29.6920640Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-p371 2025-09-07T06:18:29.6921340Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+256setaf 2025-09-07T06:18:29.6922030Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-160x64-m 2025-09-07T06:18:29.6922710Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+vt+edit 2025-09-07T06:18:29.6923340Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+kbs 2025-09-07T06:18:29.6924040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-80x30 2025-09-07T06:18:29.6924740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-90x30-m 2025-09-07T06:18:29.6925420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-x11mouse 2025-09-07T06:18:29.6925990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xwsh 2025-09-07T06:18:29.6926580Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xtalk 2025-09-07T06:18:29.6927320Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xf86-v43 2025-09-07T06:18:29.6928020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xf86-v44 2025-09-07T06:18:29.6928710Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-p370 2025-09-07T06:18:29.6929350Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-m-f 2025-09-07T06:18:29.6930030Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-90x30 2025-09-07T06:18:29.6930590Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xl83 2025-09-07T06:18:29.6931200Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xfce 2025-09-07T06:18:29.6931980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcc3 2025-09-07T06:18:29.6932460Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x1700 2025-09-07T06:18:29.6933100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-24 2025-09-07T06:18:29.6933800Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+sl-alt 2025-09-07T06:18:29.6934490Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+144x48 2025-09-07T06:18:29.6935110Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-b 2025-09-07T06:18:29.6935750Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-old 2025-09-07T06:18:29.6936410Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+alt47 2025-09-07T06:18:29.6937040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+f2 2025-09-07T06:18:29.6937740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-x10mouse 2025-09-07T06:18:29.6938410Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+80x25 2025-09-07T06:18:29.6939040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcf0 2025-09-07T06:18:29.6939740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+nofkeys 2025-09-07T06:18:29.6940420Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+256color 2025-09-07T06:18:29.6941040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x1700-lm 2025-09-07T06:18:29.6941670Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-m 2025-09-07T06:18:29.6942400Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+256color2 2025-09-07T06:18:29.6943000Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-r5 2025-09-07T06:18:29.6943740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+titlestack 2025-09-07T06:18:29.6944360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xerox1720 2025-09-07T06:18:29.6945010Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcc2 2025-09-07T06:18:29.6945650Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm1 2025-09-07T06:18:29.6946190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x68k 2025-09-07T06:18:29.6946900Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+f 2025-09-07T06:18:29.6947500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterms 2025-09-07T06:18:29.6948130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-mono 2025-09-07T06:18:29.6948790Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x10term+sl 2025-09-07T06:18:29.6949540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-100x37-m 2025-09-07T06:18:29.6950190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+80x30 2025-09-07T06:18:29.6950880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-200x75 2025-09-07T06:18:29.6951560Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-256x96 2025-09-07T06:18:29.6952260Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-80x30-m 2025-09-07T06:18:29.6952920Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+90x30 2025-09-07T06:18:29.6953520Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x10term 2025-09-07T06:18:29.6954220Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcfkeys 2025-09-07T06:18:29.6954920Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-256x96-m 2025-09-07T06:18:29.6955660Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+160x64 2025-09-07T06:18:29.6956190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xerox 2025-09-07T06:18:29.6956830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+sl 2025-09-07T06:18:29.6957480Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+edit 2025-09-07T06:18:29.6958120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-sun 2025-09-07T06:18:29.6958820Z 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/opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_copy_bynumber.html 2025-09-07T06:18:29.7082270Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_jit_compile.html 2025-09-07T06:18:29.7083130Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_serialize_decode.html 2025-09-07T06:18:29.7083980Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_match_context_copy.html 2025-09-07T06:18:29.7084710Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_compile.html 2025-09-07T06:18:29.7085550Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_jit_stack_free.html 2025-09-07T06:18:29.7086260Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2limits.html 2025-09-07T06:18:29.7087050Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2-config.html 2025-09-07T06:18:29.7087860Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substitute.html 2025-09-07T06:18:29.7088610Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_match.html 2025-09-07T06:18:29.7089600Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_set_compile_extra_options.html 2025-09-07T06:18:29.7090380Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_serialize_free.html 2025-09-07T06:18:29.7091290Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_get_bynumber.html 2025-09-07T06:18:29.7092060Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_set_callout.html 2025-09-07T06:18:29.7092970Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_copy_byname.html 2025-09-07T06:18:29.7093820Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_list_get.html 2025-09-07T06:18:29.7094790Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_match_context_create.html 2025-09-07T06:18:29.7095320Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconvctl.3.html 2025-09-07T06:18:29.7096050Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconv_open_into.3.html 2025-09-07T06:18:29.7099380Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconv_open.3.html 2025-09-07T06:18:29.7099650Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconv.1.html 2025-09-07T06:18:29.7099800Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/install-sh 2025-09-07T06:18:29.7100130Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/LICENSE 2025-09-07T06:18:29.7100310Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/config/mh-darwin 2025-09-07T06:18:29.7100470Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/mkinstalldirs 2025-09-07T06:18:30.8001310Z ==> Uninstalling Cask miniconda 2025-09-07T06:18:30.8003730Z ==> Removing files: 2025-09-07T06:18:30.8006210Z /opt/homebrew/Caskroom/miniconda/base 2025-09-07T06:18:33.7558650Z ==> Unlinking Binary '/opt/homebrew/bin/conda' 2025-09-07T06:18:33.7586030Z ==> Purging files for version py313_25.7.0-2 of Cask miniconda 2025-09-07T06:18:33.8076840Z ##[group]Run for dir in ~/.local/lib/python3.*/site-packages; do 2025-09-07T06:18:33.8077140Z for dir in ~/.local/lib/python3.*/site-packages; do 2025-09-07T06:18:33.8077370Z  echo "Cleaning up ${dir}" 2025-09-07T06:18:33.8077540Z  rm -rf "${dir}" 2025-09-07T06:18:33.8077670Z done 2025-09-07T06:18:33.8126740Z shell: /bin/bash -e -l {0} 2025-09-07T06:18:33.8126950Z env: 2025-09-07T06:18:33.8127050Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:33.8127210Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:33.8127370Z TEST_CONFIG: default 2025-09-07T06:18:33.8127490Z SHARD_NUMBER: 1 2025-09-07T06:18:33.8127610Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:33.8127730Z PR_BODY: 2025-09-07T06:18:33.8127840Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:33.8127990Z ##[endgroup] 2025-09-07T06:18:33.8414930Z Cleaning up /Users/ec2-user/.local/lib/python3.*/site-packages 2025-09-07T06:18:33.8488170Z ##[group]Run pytorch/test-infra/.github/actions/check-disk-space@main 2025-09-07T06:18:33.8488430Z with: 2025-09-07T06:18:33.8488570Z minimum-available-space-in-gb: 6 2025-09-07T06:18:33.8488730Z env: 2025-09-07T06:18:33.8488850Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:33.8489050Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:33.8489220Z TEST_CONFIG: default 2025-09-07T06:18:33.8489360Z SHARD_NUMBER: 1 2025-09-07T06:18:33.8489520Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:33.8489660Z PR_BODY: 2025-09-07T06:18:33.8489780Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:33.8489950Z ##[endgroup] 2025-09-07T06:18:33.8536150Z ##[group]Run echo "Print the available disk space for manual inspection" 2025-09-07T06:18:33.8536530Z echo "Print the available disk space for manual inspection" 2025-09-07T06:18:33.8536770Z df -h 2025-09-07T06:18:33.8536890Z  2025-09-07T06:18:33.8537040Z function check_disk_space() { 2025-09-07T06:18:33.8537240Z  set +e 2025-09-07T06:18:33.8537360Z  2025-09-07T06:18:33.8537520Z  # Set the minimum requirement space to 6GB 2025-09-07T06:18:33.8537830Z  MINIMUM_AVAILABLE_SPACE_IN_KB=$(($MINIMUM_AVAILABLE_SPACE_IN_GB * 1024 * 1024)) 2025-09-07T06:18:33.8538100Z  2025-09-07T06:18:33.8538270Z  # Use KB to avoid floating point warning like 3.1GB 2025-09-07T06:18:33.8538530Z  df -k | tr -s ' ' | cut -d' ' -f 4,9 | while read -r LINE; 2025-09-07T06:18:33.8538750Z  do 2025-09-07T06:18:33.8538900Z  AVAIL=$(echo $LINE | cut -f1 -d' ') 2025-09-07T06:18:33.8539120Z  MOUNT=$(echo $LINE | cut -f2 -d' ') 2025-09-07T06:18:33.8539300Z  2025-09-07T06:18:33.8539420Z  if [ "${MOUNT}" = "/" ]; then 2025-09-07T06:18:33.8539670Z  if [ "${AVAIL}" -lt "${MINIMUM_AVAILABLE_SPACE_IN_KB}" ]; then 2025-09-07T06:18:33.8540180Z  echo "Failure: There is only ${AVAIL}KB free space left in ${MOUNT}, which is less than the minimum requirement of ${MINIMUM_AVAILABLE_SPACE_IN_KB}KB for ${RUNNER_OS}" 2025-09-07T06:18:33.8540610Z  else 2025-09-07T06:18:33.8540880Z  echo "Success: There is ${AVAIL}KB free space left in ${MOUNT} for ${RUNNER_OS}, continue" 2025-09-07T06:18:33.8541150Z  fi 2025-09-07T06:18:33.8541280Z  fi 2025-09-07T06:18:33.8541410Z  done 2025-09-07T06:18:33.8541530Z  2025-09-07T06:18:33.8541700Z  set -e 2025-09-07T06:18:33.8541840Z } 2025-09-07T06:18:33.8541950Z  2025-09-07T06:18:33.8542070Z RESULT=$(check_disk_space) 2025-09-07T06:18:33.8542250Z echo "${RESULT}" 2025-09-07T06:18:33.8542400Z  2025-09-07T06:18:33.8542580Z if [[ "${RESULT}" == *Failure* && "${RUNNER_OS}" == "macOS" ]]; then 2025-09-07T06:18:33.8543050Z  # We can clean up /System/Library/Caches/com.apple.coresymbolicationd on MacOS to free up the space and this should free up enough space 2025-09-07T06:18:33.8543520Z  # https://github.com/pytorch/pytorch/issues/85440 2025-09-07T06:18:33.8543850Z  sudo rm "/System/Library/Caches/com.apple.coresymbolicationd/data" || true 2025-09-07T06:18:33.8544320Z  # Stop the daemon and launchctl will automatically start it again, thus accomplish a restart and free up the above file 2025-09-07T06:18:33.8544750Z  sudo launchctl stop com.apple.coresymbolicationd || true 2025-09-07T06:18:33.8545020Z  2025-09-07T06:18:33.8545170Z  # Clean up crash reports on the runner 2025-09-07T06:18:33.8545470Z  sudo rm -rf "/System/Volumes/Data/Library/Logs/CrashReporter" || true 2025-09-07T06:18:33.8545720Z  2025-09-07T06:18:33.8545880Z  # Also try to clean up torch.hub caching directory 2025-09-07T06:18:33.8546130Z  rm -rf "${HOME}/.cache/torch/hub" || true 2025-09-07T06:18:33.8546500Z  2025-09-07T06:18:33.8546630Z  # Purge conda 2025-09-07T06:18:33.8546800Z  conda clean -p -t -y || true 2025-09-07T06:18:33.8546990Z  # and pip cache 2025-09-07T06:18:33.8547150Z  pip cache purge || true 2025-09-07T06:18:33.8547320Z  2025-09-07T06:18:33.8547510Z  echo "Re-run disk space check for ${RUNNER_OS} after cleaning up" 2025-09-07T06:18:33.8547770Z  # Re-run the check 2025-09-07T06:18:33.8547940Z  RESULT=$(check_disk_space) 2025-09-07T06:18:33.8548140Z  echo "${RESULT}" 2025-09-07T06:18:33.8548290Z fi 2025-09-07T06:18:33.8548410Z  2025-09-07T06:18:33.8548570Z if [[ "${RESULT}" == *Failure* ]]; then 2025-09-07T06:18:33.8548760Z  df -h 2025-09-07T06:18:33.8548880Z  2025-09-07T06:18:33.8549310Z  echo "Please help create an issue to PyTorch Release Engineering via https://github.com/pytorch/test-infra/issues and provide the link to the workflow run." 2025-09-07T06:18:33.8549780Z  exit 1 2025-09-07T06:18:33.8549910Z fi 2025-09-07T06:18:33.8561230Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:18:33.8561440Z env: 2025-09-07T06:18:33.8561570Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:33.8561740Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:33.8561920Z TEST_CONFIG: default 2025-09-07T06:18:33.8562070Z SHARD_NUMBER: 1 2025-09-07T06:18:33.8562200Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:33.8562340Z PR_BODY: 2025-09-07T06:18:33.8562480Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:33.8562650Z MINIMUM_AVAILABLE_SPACE_IN_GB: 6 2025-09-07T06:18:33.8562820Z ##[endgroup] 2025-09-07T06:18:33.8759970Z Print the available disk space for manual inspection 2025-09-07T06:18:33.8803150Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-09-07T06:18:33.8803530Z /dev/disk5s2s1 256Gi 9.5Gi 180Gi 6% 404k 1.9G 0% / 2025-09-07T06:18:33.8803910Z devfs 217Ki 217Ki 0Bi 100% 752 0 100% /dev 2025-09-07T06:18:33.8804250Z /dev/disk5s5 256Gi 2.0Gi 180Gi 2% 2 1.9G 0% /System/Volumes/VM 2025-09-07T06:18:33.8804610Z /dev/disk5s3 256Gi 5.7Gi 180Gi 4% 1.0k 1.9G 0% /System/Volumes/Preboot 2025-09-07T06:18:33.8804990Z /dev/disk1s2 500Mi 6.0Mi 387Mi 2% 1 4.0M 0% /System/Volumes/xarts 2025-09-07T06:18:33.8805380Z /dev/disk1s1 500Mi 53Mi 387Mi 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-09-07T06:18:33.8805930Z /dev/disk1s3 500Mi 852Ki 387Mi 1% 51 4.0M 0% /System/Volumes/Hardware 2025-09-07T06:18:33.8806290Z /dev/disk5s1 256Gi 58Gi 180Gi 25% 2.4M 1.9G 0% /System/Volumes/Data 2025-09-07T06:18:33.8806670Z map auto_home 0Bi 0Bi 0Bi 100% 0 0 - /System/Volumes/Data/home 2025-09-07T06:18:33.8807050Z /dev/disk3s4 228Gi 120Ki 210Gi 1% 18 2.2G 0% /private/tmp/tmp-mount-QQILuO 2025-09-07T06:18:33.9178230Z Success: There is 188313280KB free space left in / for macOS, continue 2025-09-07T06:18:33.9256950Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-09-07T06:18:33.9257200Z with: 2025-09-07T06:18:33.9257330Z submodules: recursive 2025-09-07T06:18:33.9257490Z fetch-depth: 0 2025-09-07T06:18:33.9257610Z env: 2025-09-07T06:18:33.9257730Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:33.9257910Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:33.9258150Z TEST_CONFIG: default 2025-09-07T06:18:33.9258300Z SHARD_NUMBER: 1 2025-09-07T06:18:33.9258440Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:33.9258570Z PR_BODY: 2025-09-07T06:18:33.9258700Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:33.9258850Z ##[endgroup] 2025-09-07T06:18:33.9270490Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T06:18:33.9271040Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T06:18:33.9282310Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:18:33.9282520Z env: 2025-09-07T06:18:33.9282640Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:33.9282820Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:33.9283000Z TEST_CONFIG: default 2025-09-07T06:18:33.9283140Z SHARD_NUMBER: 1 2025-09-07T06:18:33.9283270Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:33.9283430Z PR_BODY: 2025-09-07T06:18:33.9283550Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:33.9283710Z ##[endgroup] 2025-09-07T06:18:33.9516260Z ##[group]Run # Use all available CPUs for fetching 2025-09-07T06:18:33.9516570Z # Use all available CPUs for fetching 2025-09-07T06:18:33.9516780Z cd "${GITHUB_WORKSPACE}" 2025-09-07T06:18:33.9516980Z git config --global fetch.parallel 0 2025-09-07T06:18:33.9517210Z git config --global submodule.fetchJobs 0 2025-09-07T06:18:33.9517410Z  2025-09-07T06:18:33.9517680Z # Clean workspace. The default checkout action should also do this, but 2025-09-07T06:18:33.9517970Z # do it here as well just in case 2025-09-07T06:18:33.9518160Z if [[ -d .git ]]; then 2025-09-07T06:18:33.9518350Z  if [ -z "${NO_SUDO}" ]; then 2025-09-07T06:18:33.9518530Z  sudo git clean -ffdx 2025-09-07T06:18:33.9518690Z  else 2025-09-07T06:18:33.9518850Z  git clean -ffdx 2025-09-07T06:18:33.9519000Z  fi 2025-09-07T06:18:33.9519120Z fi 2025-09-07T06:18:33.9530330Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:18:33.9530540Z env: 2025-09-07T06:18:33.9530680Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:33.9530850Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:33.9531030Z TEST_CONFIG: default 2025-09-07T06:18:33.9531180Z SHARD_NUMBER: 1 2025-09-07T06:18:33.9531300Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:33.9531440Z PR_BODY: 2025-09-07T06:18:33.9531560Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:33.9531730Z NO_SUDO: 2025-09-07T06:18:33.9531840Z ##[endgroup] 2025-09-07T06:18:35.1640830Z Removing .additional_ci_files/ 2025-09-07T06:18:35.1641140Z Removing .pytest_cache/ 2025-09-07T06:18:35.1641310Z Removing build/ 2025-09-07T06:18:35.1641480Z Removing dist/ 2025-09-07T06:18:35.1641620Z Removing test-reports/ 2025-09-07T06:18:35.1641820Z Removing test/.pytorch-disabled-tests.json 2025-09-07T06:18:35.1642310Z Removing test/__pycache__/ 2025-09-07T06:18:35.1642480Z Removing test/inductor/__pycache__/ 2025-09-07T06:18:35.1642660Z Removing test/test-reports/ 2025-09-07T06:18:35.1642820Z Removing test/torch_compile_debug/ 2025-09-07T06:18:35.1643000Z Removing tools/__pycache__/ 2025-09-07T06:18:35.1643160Z Removing tools/stats/__pycache__/ 2025-09-07T06:18:35.1643380Z Removing tools/stats/upload_utilization_stats/__pycache__/ 2025-09-07T06:18:35.1643630Z Removing tools/testing/__pycache__/ 2025-09-07T06:18:35.1643850Z Removing tools/testing/target_determination/__pycache__/ 2025-09-07T06:18:35.1644640Z Removing tools/testing/target_determination/heuristics/__pycache__/ 2025-09-07T06:18:35.1644960Z Removing usage_log.txt 2025-09-07T06:18:35.1698970Z ##[group]Run actions/checkout@v4 2025-09-07T06:18:35.1699140Z with: 2025-09-07T06:18:35.1699290Z ref: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:18:35.1699500Z fetch-depth: 0 2025-09-07T06:18:35.1699750Z submodules: recursive 2025-09-07T06:18:35.1699900Z show-progress: false 2025-09-07T06:18:35.1700070Z repository: pytorch/pytorch 2025-09-07T06:18:35.1700290Z token: *** 2025-09-07T06:18:35.1700420Z ssh-strict: true 2025-09-07T06:18:35.1700540Z ssh-user: git 2025-09-07T06:18:35.1700680Z persist-credentials: true 2025-09-07T06:18:35.1700830Z clean: true 2025-09-07T06:18:35.1700970Z sparse-checkout-cone-mode: true 2025-09-07T06:18:35.1701150Z fetch-tags: false 2025-09-07T06:18:35.1701270Z lfs: false 2025-09-07T06:18:35.1701400Z set-safe-directory: true 2025-09-07T06:18:35.1701560Z env: 2025-09-07T06:18:35.1701680Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:35.1701860Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:35.1702050Z TEST_CONFIG: default 2025-09-07T06:18:35.1702180Z SHARD_NUMBER: 1 2025-09-07T06:18:35.1702310Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:35.1702460Z PR_BODY: 2025-09-07T06:18:35.1702580Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:35.1702730Z ##[endgroup] 2025-09-07T06:18:35.2610230Z Syncing repository: pytorch/pytorch 2025-09-07T06:18:35.2611200Z ##[group]Getting Git version info 2025-09-07T06:18:35.2611470Z Working directory is '/Users/ec2-user/runner/_work/pytorch/pytorch' 2025-09-07T06:18:35.2611860Z [command]/usr/bin/git version 2025-09-07T06:18:35.2649500Z git version 2.39.3 (Apple Git-146) 2025-09-07T06:18:35.2663440Z ##[endgroup] 2025-09-07T06:18:35.2667300Z Copying '/Users/ec2-user/.gitconfig' to '/Users/ec2-user/runner/_work/_temp/e23b82c7-3956-4088-98b0-43b98dbc610f/.gitconfig' 2025-09-07T06:18:35.2672830Z Temporarily overriding 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4dfe081cf6bcd15db339cf2680b9281b8451eeb3 third_party/FP16 (4dfe081) 2025-09-07T06:18:35.4162220Z b408327ac2a15ec3e43352421954f5b1967701d1 third_party/FXdiv (b408327) 2025-09-07T06:18:35.4458410Z c07e3a0400713d546e0dea2d5466dd22ea389c73 third_party/NNPACK (c07e3a0) 2025-09-07T06:18:35.4815590Z 2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07 third_party/NVTX (v3.1.0-263-g2942f16) 2025-09-07T06:18:35.5124930Z 1d8f600fd424278486eade7ed3e877c99f0846b1 third_party/VulkanMemoryAllocator (v2.1.0-982-g1d8f600) 2025-09-07T06:18:35.7176360Z 51a0103656eff6fc9bfd39a4597923c4b542c883 third_party/XNNPACK (remotes/origin/ds/ndk-1243-g51a0103656) 2025-09-07T06:18:35.7530860Z 01aae101b9e5e94d6c16a9514c9fb8df99c93150 third_party/aiter (v0.1.1-92-g01aae101) 2025-09-07T06:18:35.7695760Z 299e5928955cc62af9968370293b916f5130916f third_party/benchmark (v1.9.3) 2025-09-07T06:18:35.8244700Z 7fe50dc3da2069d6645d9deb8c017a876472a977 third_party/composable_kernel (rocm-6.4.3-459-g7fe50dc3d) 2025-09-07T06:18:35.8669980Z 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'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:39.5354910Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:39.5452900Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:39.5552920Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:39.5659840Z Entering 'third_party/pocketfft' 2025-09-07T06:18:39.5760730Z Entering 'third_party/protobuf' 2025-09-07T06:18:39.5858550Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:39.5956550Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:39.6055820Z Entering 'third_party/psimd' 2025-09-07T06:18:39.6155390Z Entering 'third_party/pthreadpool' 2025-09-07T06:18:39.6255040Z Entering 'third_party/pybind11' 2025-09-07T06:18:39.6354650Z Entering 'third_party/python-peachpy' 2025-09-07T06:18:39.6454150Z Entering 'third_party/sleef' 2025-09-07T06:18:39.6552250Z Entering 'third_party/tensorpipe' 2025-09-07T06:18:39.6650290Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:39.6749050Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:39.6847080Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:39.6944510Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:39.7041750Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:39.7157150Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-09-07T06:18:39.7227410Z ##[endgroup] 2025-09-07T06:18:39.7227680Z ##[group]Fetching the repository 2025-09-07T06:18:39.7231730Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2025-09-07T06:18:44.8085850Z From https://github.com/pytorch/pytorch 2025-09-07T06:18:44.8086320Z - [deleted] (none) -> origin/export-D79751098 2025-09-07T06:18:44.9322970Z - [deleted] (none) -> origin/gh/XilunWu/162/base 2025-09-07T06:18:44.9323460Z - [deleted] (none) -> origin/gh/XilunWu/162/head 2025-09-07T06:18:44.9323760Z - [deleted] (none) -> origin/gh/XilunWu/162/orig 2025-09-07T06:18:44.9324220Z - [deleted] (none) -> origin/gh/anijain2305/847/base 2025-09-07T06:18:44.9325020Z - [deleted] (none) -> origin/gh/anijain2305/847/head 2025-09-07T06:18:44.9325650Z - [deleted] (none) -> origin/gh/anijain2305/847/orig 2025-09-07T06:18:44.9326380Z - [deleted] (none) -> origin/gh/ankitageorge/18/base 2025-09-07T06:18:44.9327110Z - [deleted] (none) -> origin/gh/ankitageorge/18/head 2025-09-07T06:18:44.9327780Z - [deleted] (none) -> origin/gh/ankitageorge/18/orig 2025-09-07T06:18:44.9329110Z - [deleted] (none) -> origin/gh/ankitageorge/19/base 2025-09-07T06:18:44.9329410Z - [deleted] (none) -> origin/gh/ankitageorge/19/head 2025-09-07T06:18:44.9329950Z - [deleted] (none) -> origin/gh/ankitageorge/19/orig 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trunk/b994f6e3b331faeac693970bd1e14972f3fc9d4a 2025-09-07T06:18:44.9397690Z - [deleted] (none) -> trunk/c83cbd2f2a2de2e3258f07de77d8740743df6d2d 2025-09-07T06:18:44.9398010Z - [deleted] (none) -> trunk/db622842bc97acc66d1ee31b8ceacd63abea3b55 2025-09-07T06:18:44.9398320Z - [deleted] (none) -> trunk/e015de19695402569e2029429c10508f938b6f05 2025-09-07T06:18:44.9398620Z - [deleted] (none) -> trunk/f3697b033ea44a28caa7bb31cf6357641863f8db 2025-09-07T06:18:44.9398940Z - [deleted] (none) -> trunk/f44ad54bc6edd1b41d9c9b6701c27e3e6e636601 2025-09-07T06:18:44.9399250Z - [deleted] (none) -> trunk/fb2d5ea697a72301d0fb889ead412c6b5ed0d1b8 2025-09-07T06:18:46.4703990Z * [new branch] gh/PaulZhang12/25/base -> origin/gh/PaulZhang12/25/base 2025-09-07T06:18:46.4705730Z * [new branch] gh/PaulZhang12/25/head -> origin/gh/PaulZhang12/25/head 2025-09-07T06:18:46.4708570Z * [new branch] gh/PaulZhang12/25/orig -> origin/gh/PaulZhang12/25/orig 2025-09-07T06:18:46.4808440Z 174f2faa8c5..636d3aa00f2 install-torchao-0.13.0 -> origin/install-torchao-0.13.0 2025-09-07T06:18:46.4833650Z 2a45837e98c..93fb23d6fae main -> origin/main 2025-09-07T06:18:46.4840680Z * [new tag] ciflow/inductor-periodic/162227 -> ciflow/inductor-periodic/162227 2025-09-07T06:18:46.4842970Z * [new tag] ciflow/inductor/161667 -> ciflow/inductor/161667 2025-09-07T06:18:46.4845540Z t [tag update] ciflow/inductor/162227 -> ciflow/inductor/162227 2025-09-07T06:18:46.4846860Z * [new tag] ciflow/inductor/162311 -> ciflow/inductor/162311 2025-09-07T06:18:46.4848660Z * [new tag] ciflow/inductor/162345 -> ciflow/inductor/162345 2025-09-07T06:18:46.4851710Z * [new tag] ciflow/trunk/161667 -> ciflow/trunk/161667 2025-09-07T06:18:46.4852870Z * [new tag] ciflow/trunk/162311 -> ciflow/trunk/162311 2025-09-07T06:18:46.4855110Z * [new tag] ciflow/trunk/162328 -> ciflow/trunk/162328 2025-09-07T06:18:46.4857140Z * [new tag] trunk/104f2680e03d13a4765ca69f905d8f16fc0c822f -> trunk/104f2680e03d13a4765ca69f905d8f16fc0c822f 2025-09-07T06:18:46.4860310Z * [new tag] trunk/93fb23d6fae7c4e82c4239a1033e522088742634 -> trunk/93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:18:46.4863120Z * [new tag] trunk/eac3d6f04cfbbebe3d470dacd216da7d4b1f95a8 -> trunk/eac3d6f04cfbbebe3d470dacd216da7d4b1f95a8 2025-09-07T06:18:46.4864380Z * [new tag] trunk/fea20775ad96bdca972a1811d7d3372f368614ab -> trunk/fea20775ad96bdca972a1811d7d3372f368614ab 2025-09-07T06:18:46.6018930Z [command]/usr/bin/git rev-parse --verify --quiet 93fb23d6fae7c4e82c4239a1033e522088742634^{object} 2025-09-07T06:18:46.6088260Z 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:18:46.6092640Z ##[endgroup] 2025-09-07T06:18:46.6092880Z ##[group]Determining the checkout info 2025-09-07T06:18:46.6093160Z ##[endgroup] 2025-09-07T06:18:46.6095210Z [command]/usr/bin/git sparse-checkout disable 2025-09-07T06:18:46.6277360Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig 2025-09-07T06:18:46.6339110Z ##[group]Checking out the ref 2025-09-07T06:18:46.6341190Z [command]/usr/bin/git checkout --progress --force 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:18:46.8349260Z Previous HEAD position was 2a45837e98c [inductor] fuse for scalar shared data (#162311) 2025-09-07T06:18:46.8372970Z HEAD is now at 93fb23d6fae Build vLLM nightly wheels (#162000) 2025-09-07T06:18:46.8382860Z ##[endgroup] 2025-09-07T06:18:46.8383110Z ##[group]Setting up auth for fetching submodules 2025-09-07T06:18:46.8387590Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-09-07T06:18:46.8463120Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2025-09-07T06:18:46.8528230Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2025-09-07T06:18:46.8593490Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2025-09-07T06:18:46.8655790Z ##[endgroup] 2025-09-07T06:18:46.8656040Z ##[group]Fetching submodules 2025-09-07T06:18:46.8660490Z [command]/usr/bin/git submodule sync --recursive 2025-09-07T06:18:46.9159440Z Synchronizing submodule url for 'android/libs/fbjni' 2025-09-07T06:18:46.9198450Z Synchronizing submodule url for 'third_party/FP16' 2025-09-07T06:18:46.9239420Z Synchronizing submodule url for 'third_party/FXdiv' 2025-09-07T06:18:46.9275510Z Synchronizing submodule url for 'third_party/NNPACK' 2025-09-07T06:18:46.9312100Z Synchronizing submodule url for 'third_party/NVTX' 2025-09-07T06:18:46.9349460Z Synchronizing submodule url for 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:46.9386490Z Synchronizing submodule url for 'third_party/XNNPACK' 2025-09-07T06:18:46.9429050Z Synchronizing submodule url for 'third_party/aiter' 2025-09-07T06:18:46.9487980Z Synchronizing submodule url for 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:46.9528570Z Synchronizing submodule url for 'third_party/benchmark' 2025-09-07T06:18:46.9566400Z Synchronizing submodule url for 'third_party/composable_kernel' 2025-09-07T06:18:46.9606190Z Synchronizing submodule url for 'third_party/cpp-httplib' 2025-09-07T06:18:46.9644360Z Synchronizing submodule url for 'third_party/cpuinfo' 2025-09-07T06:18:46.9681470Z Synchronizing submodule url for 'third_party/cudnn_frontend' 2025-09-07T06:18:46.9722200Z Synchronizing submodule url for 'third_party/cutlass' 2025-09-07T06:18:46.9763040Z Synchronizing submodule url for 'third_party/fbgemm' 2025-09-07T06:18:46.9824140Z Synchronizing submodule url for 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:46.9860790Z Synchronizing submodule url for 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:46.9905380Z Synchronizing submodule url for 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:46.9949000Z Synchronizing submodule url for 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:46.9994320Z Synchronizing submodule url for 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:47.0035970Z Synchronizing submodule url for 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:47.0084100Z Synchronizing submodule url for 'third_party/fbgemm/external/json' 2025-09-07T06:18:47.0124530Z Synchronizing submodule url for 'third_party/flash-attention' 2025-09-07T06:18:47.0184810Z Synchronizing submodule url for 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:47.0228770Z Synchronizing submodule url for 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:47.0270080Z Synchronizing submodule url for 'third_party/flatbuffers' 2025-09-07T06:18:47.0309550Z Synchronizing submodule url for 'third_party/fmt' 2025-09-07T06:18:47.0347170Z Synchronizing submodule url for 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:47.0384220Z Synchronizing submodule url for 'third_party/gloo' 2025-09-07T06:18:47.0421670Z Synchronizing submodule url for 'third_party/googletest' 2025-09-07T06:18:47.0466770Z Synchronizing submodule url for 'third_party/ideep' 2025-09-07T06:18:47.0524720Z Synchronizing submodule url for 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:47.0565430Z Synchronizing submodule url for 'third_party/ittapi' 2025-09-07T06:18:47.0603250Z Synchronizing submodule url for 'third_party/kineto' 2025-09-07T06:18:47.0656390Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:47.0704240Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:47.0760130Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:47.0797620Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:47.0841690Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:47.0883260Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:47.0928630Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:47.0972430Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:47.1016090Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:47.1060380Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:47.1099800Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:47.1144410Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:47.1187820Z Synchronizing submodule url for 'third_party/kleidiai' 2025-09-07T06:18:47.1225500Z Synchronizing submodule url for 'third_party/mimalloc' 2025-09-07T06:18:47.1262770Z Synchronizing submodule url for 'third_party/nlohmann' 2025-09-07T06:18:47.1300150Z Synchronizing submodule url for 'third_party/onnx' 2025-09-07T06:18:47.1371380Z Synchronizing submodule url for 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:47.1411040Z Synchronizing submodule url for 'third_party/opentelemetry-cpp' 2025-09-07T06:18:47.1459010Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:47.1497130Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:47.1539440Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:47.1582220Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:47.1625790Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:47.1668460Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:47.1709770Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:47.1764660Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:47.1802650Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:47.1847330Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:47.1899250Z Synchronizing submodule url for 'third_party/pocketfft' 2025-09-07T06:18:47.1945070Z Synchronizing submodule url for 'third_party/protobuf' 2025-09-07T06:18:47.2007220Z Synchronizing submodule url for 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:47.2044060Z Synchronizing submodule url for 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:47.2089510Z Synchronizing submodule url for 'third_party/psimd' 2025-09-07T06:18:47.2127270Z Synchronizing submodule url for 'third_party/pthreadpool' 2025-09-07T06:18:47.2164540Z Synchronizing submodule url for 'third_party/pybind11' 2025-09-07T06:18:47.2202140Z Synchronizing submodule url for 'third_party/python-peachpy' 2025-09-07T06:18:47.2239310Z Synchronizing submodule url for 'third_party/sleef' 2025-09-07T06:18:47.2276430Z Synchronizing submodule url for 'third_party/tensorpipe' 2025-09-07T06:18:47.2330520Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:47.2378380Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:47.2426510Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:47.2470010Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:47.2523220Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:47.2566250Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-09-07T06:18:47.3285890Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-09-07T06:18:47.3446470Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-09-07T06:18:47.3636320Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-09-07T06:18:47.3809350Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-09-07T06:18:47.3972820Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07' 2025-09-07T06:18:47.4146440Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-09-07T06:18:47.4501510Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-09-07T06:18:47.4881980Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-09-07T06:18:47.6191970Z Submodule path 'third_party/aiter/3rdparty/composable_kernel': checked out 'cffe8fa2a442ac8e80dd236a1a5d24fe3d7e0cbf' 2025-09-07T06:18:47.6529750Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f' 2025-09-07T06:18:47.7088940Z Submodule path 'third_party/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-09-07T06:18:47.7266960Z Submodule path 'third_party/cpp-httplib': checked out '89c932f313c6437c38f2982869beacc89c2f2246' 2025-09-07T06:18:47.7449830Z Submodule path 'third_party/cpuinfo': checked out '5e3d2445e6a84d9599bee2bf78edbb4d80865e1d' 2025-09-07T06:18:47.7627190Z Submodule path 'third_party/cudnn_frontend': checked out 'f937055efc6d414d11f4c6577e3977fe74f35fb6' 2025-09-07T06:18:47.7919120Z Submodule path 'third_party/cutlass': checked out 'e51efbfe18fe4f4cbb66ab814c55bf4aa0185491' 2025-09-07T06:18:47.8611190Z Submodule path 'third_party/fbgemm': checked out '4b39c551efe15e6bbade20565b0ceb2d8ce3352d' 2025-09-07T06:18:47.8985110Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'a3199e8857792cd10b7589ff5d58343d2c9008ea' 2025-09-07T06:18:47.9542850Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out 'b1281b8b08d973a7064f864f47eeb30f3e2596e9' 2025-09-07T06:18:47.9885540Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-09-07T06:18:48.0654000Z Submodule path 'third_party/fbgemm/external/cutlass': checked out '311f3c8e51dc0eb56310cfc6980bf63d0fbd7917' 2025-09-07T06:18:48.1222790Z Submodule path 'third_party/fbgemm/external/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-09-07T06:18:48.1485790Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out '63b6a7b541fa7f08f8475ca7d74054db36ff2691' 2025-09-07T06:18:48.2394140Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-09-07T06:18:48.2625270Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-09-07T06:18:48.3971580Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-09-07T06:18:48.4585210Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-09-07T06:18:48.5030970Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-09-07T06:18:48.5210700Z Submodule path 'third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21' 2025-09-07T06:18:48.5390530Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-09-07T06:18:48.5591490Z Submodule path 'third_party/gloo': checked out 'c7b7b022c124d9643957d9bd55f57ac59fce8fa2' 2025-09-07T06:18:48.5789470Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-09-07T06:18:48.5973950Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-09-07T06:18:48.8834650Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-09-07T06:18:48.9014610Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-09-07T06:18:48.9189680Z Submodule path 'third_party/kineto': checked out '5e7501833f1021ce6f618572d3baf657b6319658' 2025-09-07T06:18:48.9547500Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2025-09-07T06:18:48.9902630Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2025-09-07T06:18:49.0349400Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2025-09-07T06:18:49.0996170Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2025-09-07T06:18:49.1231210Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2025-09-07T06:18:49.1485410Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2025-09-07T06:18:49.1786030Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2025-09-07T06:18:49.2250250Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2025-09-07T06:18:49.3045560Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2025-09-07T06:18:49.3272240Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2025-09-07T06:18:49.3904270Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2025-09-07T06:18:49.4388130Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2025-09-07T06:18:49.4575330Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7' 2025-09-07T06:18:49.5178050Z Submodule path 'third_party/mimalloc': checked out 'fbd8b99c2b828428947d70fdc046bb55609be93e' 2025-09-07T06:18:49.5970310Z Submodule path 'third_party/nlohmann': checked out '55f93686c01528224f448c19128836e7df245f72' 2025-09-07T06:18:49.6368780Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83' 2025-09-07T06:18:49.7130530Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-09-07T06:18:49.7711840Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2025-09-07T06:18:49.8191910Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2' 2025-09-07T06:18:49.8658560Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1' 2025-09-07T06:18:49.8993830Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out '6f4529395c5b7c2d661812257cd6780c67e54afa' 2025-09-07T06:18:49.9834720Z Submodule path 'third_party/opentelemetry-cpp/third_party/nlohmann-json': checked out 'bc889afb4c5bf1c0d8ee29ef35eaaf4c8bef8a5d' 2025-09-07T06:18:50.0128730Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto': checked out '4ca4f0335c63cda7ab31ea7ed70d6553aee14dce' 2025-09-07T06:18:50.0324530Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp': checked out '06b57f48ded1fa3bdd3d4346f6ef29e40e08eaf5' 2025-09-07T06:18:50.0708770Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp': checked out 'c9ffcdda9086ffd9e1283ea7a0276d831f3c8a8d' 2025-09-07T06:18:50.1250710Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'eefb26f82b233268fc98577d265352720d477ba4' 2025-09-07T06:18:50.1706920Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929' 2025-09-07T06:18:50.3563330Z Submodule path 'third_party/opentelemetry-cpp/tools/vcpkg': checked out '8eb57355a4ffb410a2e94c07b4dca2dffbee8e50' 2025-09-07T06:18:50.3744940Z Submodule path 'third_party/pocketfft': checked out '0fa0ef591e38c2758e3184c6c23e497b9f732ffa' 2025-09-07T06:18:50.4141880Z Submodule path 'third_party/protobuf': checked out 'd1eca4e4b421cd2997495c4b4e65cea6be4e9b8a' 2025-09-07T06:18:50.4663380Z Submodule path 'third_party/protobuf/third_party/benchmark': checked out '5b7683f49e1e9223cf9927b24f6fd3d6bd82e3f8' 2025-09-07T06:18:50.5251430Z Submodule path 'third_party/protobuf/third_party/googletest': checked out '5ec7f0c4a113e2f18ac2c6cc7df51ad6afc24081' 2025-09-07T06:18:50.5420260Z Submodule path 'third_party/psimd': checked out '072586a71b55b7f8c584153d223e95687148a900' 2025-09-07T06:18:50.5582180Z Submodule path 'third_party/pthreadpool': checked out '4fe0e1e183925bf8cfa6aae24237e724a96479b8' 2025-09-07T06:18:50.6222400Z Submodule path 'third_party/pybind11': checked out 'f5fbe867d2d26e4a0a9177a51f6e568868ad3dc8' 2025-09-07T06:18:50.6385350Z Submodule path 'third_party/python-peachpy': checked out 'f45429b087dd7d5bc78bb40dc7cf06425c252d67' 2025-09-07T06:18:50.6561970Z Submodule path 'third_party/sleef': checked out '5a1d179df9cf652951b59010a2d2075372d67f68' 2025-09-07T06:18:50.6766230Z Submodule path 'third_party/tensorpipe': checked out 'af0118d13e52f5a08841464a768e01a0bf3e3075' 2025-09-07T06:18:50.7368920Z Submodule path 'third_party/tensorpipe/third_party/googletest': checked out 'aee0f9d9b5b87796ee8a0ab26b7587ec30e8858e' 2025-09-07T06:18:50.7580260Z Submodule path 'third_party/tensorpipe/third_party/libnop': checked out '910b55815be16109f04f4180e9adee14fb4ce281' 2025-09-07T06:18:50.8548540Z Submodule path 'third_party/tensorpipe/third_party/libuv': checked out '5152db2cbfeb5582e9c27c5ea1dba2cd9e10759b' 2025-09-07T06:18:50.9365260Z Submodule path 'third_party/tensorpipe/third_party/pybind11': checked out 'a23996fce38ff6ccfbcdc09f1e63f2c4be5ea2ef' 2025-09-07T06:18:50.9604620Z Submodule path 'third_party/tensorpipe/third_party/pybind11/tools/clang': checked out '6a00cbc4a9b8e68b71caf7f774b3f9c753ae84d5' 2025-09-07T06:18:50.9652750Z [command]/usr/bin/git submodule foreach --recursive git config --local gc.auto 0 2025-09-07T06:18:51.0148460Z Entering 'android/libs/fbjni' 2025-09-07T06:18:51.0233600Z Entering 'third_party/FP16' 2025-09-07T06:18:51.0315520Z Entering 'third_party/FXdiv' 2025-09-07T06:18:51.0397540Z Entering 'third_party/NNPACK' 2025-09-07T06:18:51.0479970Z Entering 'third_party/NVTX' 2025-09-07T06:18:51.0563220Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:51.0643370Z Entering 'third_party/XNNPACK' 2025-09-07T06:18:51.0731890Z Entering 'third_party/aiter' 2025-09-07T06:18:51.0817020Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:51.0901840Z Entering 'third_party/benchmark' 2025-09-07T06:18:51.0984090Z Entering 'third_party/composable_kernel' 2025-09-07T06:18:51.1068960Z Entering 'third_party/cpp-httplib' 2025-09-07T06:18:51.1151540Z Entering 'third_party/cpuinfo' 2025-09-07T06:18:51.1233050Z Entering 'third_party/cudnn_frontend' 2025-09-07T06:18:51.1311720Z Entering 'third_party/cutlass' 2025-09-07T06:18:51.1396570Z Entering 'third_party/fbgemm' 2025-09-07T06:18:51.1478480Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:51.1559880Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:51.1643540Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:51.1726800Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:51.1811940Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:51.1894130Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:51.1975600Z Entering 'third_party/fbgemm/external/json' 2025-09-07T06:18:51.2059300Z Entering 'third_party/flash-attention' 2025-09-07T06:18:51.2139730Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:51.2222200Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:51.2310620Z Entering 'third_party/flatbuffers' 2025-09-07T06:18:51.2394540Z Entering 'third_party/fmt' 2025-09-07T06:18:51.2474180Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:51.2555130Z Entering 'third_party/gloo' 2025-09-07T06:18:51.2634570Z Entering 'third_party/googletest' 2025-09-07T06:18:51.2716460Z Entering 'third_party/ideep' 2025-09-07T06:18:51.2796090Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:51.2880690Z Entering 'third_party/ittapi' 2025-09-07T06:18:51.2962180Z Entering 'third_party/kineto' 2025-09-07T06:18:51.3043030Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:51.3121080Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:51.3202830Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:51.3282970Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:51.3364180Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:51.3440790Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:51.3523230Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:51.3604070Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:51.3685210Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:51.3766310Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:51.3848480Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:51.3928310Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:51.4009230Z Entering 'third_party/kleidiai' 2025-09-07T06:18:51.4090080Z Entering 'third_party/mimalloc' 2025-09-07T06:18:51.4169440Z Entering 'third_party/nlohmann' 2025-09-07T06:18:51.4250220Z Entering 'third_party/onnx' 2025-09-07T06:18:51.4336960Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:51.4422080Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T06:18:51.4503420Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:51.4583280Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:51.4662830Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:51.4743360Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:51.4824780Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:51.4906280Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:51.4986680Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:51.5065870Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:51.5145370Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:51.5229590Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:51.5317840Z Entering 'third_party/pocketfft' 2025-09-07T06:18:51.5402970Z Entering 'third_party/protobuf' 2025-09-07T06:18:51.5482650Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:51.5564810Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:51.5645660Z Entering 'third_party/psimd' 2025-09-07T06:18:51.5728230Z Entering 'third_party/pthreadpool' 2025-09-07T06:18:51.5807830Z Entering 'third_party/pybind11' 2025-09-07T06:18:51.5890230Z Entering 'third_party/python-peachpy' 2025-09-07T06:18:51.5968640Z Entering 'third_party/sleef' 2025-09-07T06:18:51.6047470Z Entering 'third_party/tensorpipe' 2025-09-07T06:18:51.6126350Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:51.6207940Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:51.6286760Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:51.6368000Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:51.6448070Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:51.6542790Z ##[endgroup] 2025-09-07T06:18:51.6543090Z ##[group]Persisting credentials for submodules 2025-09-07T06:18:51.6546570Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'url\.https\:\/\/github\.com\/\.insteadOf' && git config --local --unset-all 'url.https://github.com/.insteadOf' || :" 2025-09-07T06:18:51.7040180Z Entering 'android/libs/fbjni' 2025-09-07T06:18:51.7107750Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7108210Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7173980Z Entering 'third_party/FP16' 2025-09-07T06:18:51.7241380Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7241610Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7308060Z Entering 'third_party/FXdiv' 2025-09-07T06:18:51.7374870Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7375100Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7439700Z Entering 'third_party/NNPACK' 2025-09-07T06:18:51.7504380Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7505230Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7571890Z Entering 'third_party/NVTX' 2025-09-07T06:18:51.7636690Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7636980Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7702890Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:51.7769010Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7769240Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7833440Z Entering 'third_party/XNNPACK' 2025-09-07T06:18:51.7899130Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7899360Z url.https://github.com/.insteadof 2025-09-07T06:18:51.7967920Z Entering 'third_party/aiter' 2025-09-07T06:18:51.8034600Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8034820Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8100000Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:51.8167490Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8167830Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8238310Z Entering 'third_party/benchmark' 2025-09-07T06:18:51.8305230Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8305450Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8371870Z Entering 'third_party/composable_kernel' 2025-09-07T06:18:51.8437840Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8438070Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8507030Z Entering 'third_party/cpp-httplib' 2025-09-07T06:18:51.8574400Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8574620Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8639390Z Entering 'third_party/cpuinfo' 2025-09-07T06:18:51.8706070Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8706280Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8771070Z Entering 'third_party/cudnn_frontend' 2025-09-07T06:18:51.8835780Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8836610Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8900020Z Entering 'third_party/cutlass' 2025-09-07T06:18:51.8963230Z url.https://github.com/.insteadof 2025-09-07T06:18:51.8964210Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9030730Z Entering 'third_party/fbgemm' 2025-09-07T06:18:51.9096880Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9097760Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9161880Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:51.9228820Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9229070Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9294050Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:51.9360240Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9360470Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9428350Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:51.9495100Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9495330Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9561660Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:51.9627070Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9627310Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9696450Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:51.9763600Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9763820Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9828520Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:51.9892020Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9892400Z url.https://github.com/.insteadof 2025-09-07T06:18:51.9956480Z Entering 'third_party/fbgemm/external/json' 2025-09-07T06:18:52.0020790Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0021060Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0089140Z Entering 'third_party/flash-attention' 2025-09-07T06:18:52.0155910Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0156370Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0221270Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:52.0286740Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0287280Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0355070Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:52.0422130Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0423010Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0491960Z Entering 'third_party/flatbuffers' 2025-09-07T06:18:52.0560330Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0560750Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0626170Z Entering 'third_party/fmt' 2025-09-07T06:18:52.0693160Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0693390Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0759190Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:52.0825360Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0825580Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0891250Z Entering 'third_party/gloo' 2025-09-07T06:18:52.0956810Z url.https://github.com/.insteadof 2025-09-07T06:18:52.0957110Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1023240Z Entering 'third_party/googletest' 2025-09-07T06:18:52.1089650Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1089870Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1153460Z Entering 'third_party/ideep' 2025-09-07T06:18:52.1218570Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1218800Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1282240Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:52.1346390Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1346610Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1416430Z Entering 'third_party/ittapi' 2025-09-07T06:18:52.1484700Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1485170Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1551330Z Entering 'third_party/kineto' 2025-09-07T06:18:52.1617460Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1618330Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1680190Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:52.1745840Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1746660Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1808910Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:52.1872780Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1873000Z url.https://github.com/.insteadof 2025-09-07T06:18:52.1939360Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:52.2004290Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2004510Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2071500Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:52.2137540Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2137760Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2204400Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:52.2269960Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2270240Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2333950Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:52.2400120Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2400350Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2467620Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:52.2533880Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2534270Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2600640Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:52.2667300Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2667520Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2734430Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:52.2800770Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2800990Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2867790Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:52.2933760Z url.https://github.com/.insteadof 2025-09-07T06:18:52.2933980Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3002620Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:52.3069200Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3069430Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3133590Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:52.3200260Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3200480Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3267970Z Entering 'third_party/kleidiai' 2025-09-07T06:18:52.3333980Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3334210Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3399790Z Entering 'third_party/mimalloc' 2025-09-07T06:18:52.3464780Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3465010Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3528970Z Entering 'third_party/nlohmann' 2025-09-07T06:18:52.3592550Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3592770Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3657430Z Entering 'third_party/onnx' 2025-09-07T06:18:52.3723930Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3724160Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3793540Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:52.3858560Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3858850Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3925380Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T06:18:52.3990410Z url.https://github.com/.insteadof 2025-09-07T06:18:52.3991180Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4057030Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:52.4122300Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4122520Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4187930Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:52.4255110Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4255340Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4319000Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:52.4383550Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4383770Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4447840Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:52.4512160Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4512380Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4578850Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:52.4643100Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4644000Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4708470Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:52.4774170Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4774400Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4837990Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:52.4902940Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4903170Z url.https://github.com/.insteadof 2025-09-07T06:18:52.4966190Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:52.5029750Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5029990Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5094790Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:52.5160080Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5160300Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5228830Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:52.5293880Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5294100Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5367770Z Entering 'third_party/pocketfft' 2025-09-07T06:18:52.5436730Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5437170Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5503450Z Entering 'third_party/protobuf' 2025-09-07T06:18:52.5569760Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5569980Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5634910Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:52.5701410Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5701780Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5767460Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:52.5830570Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5830790Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5896610Z Entering 'third_party/psimd' 2025-09-07T06:18:52.5962740Z url.https://github.com/.insteadof 2025-09-07T06:18:52.5962960Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6028360Z Entering 'third_party/pthreadpool' 2025-09-07T06:18:52.6094120Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6094410Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6157300Z Entering 'third_party/pybind11' 2025-09-07T06:18:52.6223670Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6223890Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6288870Z Entering 'third_party/python-peachpy' 2025-09-07T06:18:52.6352750Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6353030Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6419150Z Entering 'third_party/sleef' 2025-09-07T06:18:52.6483080Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6483300Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6549140Z Entering 'third_party/tensorpipe' 2025-09-07T06:18:52.6614770Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6615000Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6677440Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:52.6740450Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6740680Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6804510Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:52.6868070Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6868300Z url.https://github.com/.insteadof 2025-09-07T06:18:52.6932960Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:52.6996790Z url.https://github.com/.insteadof 2025-09-07T06:18:52.7002420Z url.https://github.com/.insteadof 2025-09-07T06:18:52.7064040Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:52.7129030Z url.https://github.com/.insteadof 2025-09-07T06:18:52.7129250Z url.https://github.com/.insteadof 2025-09-07T06:18:52.7191740Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:52.7257330Z url.https://github.com/.insteadof 2025-09-07T06:18:52.7257560Z url.https://github.com/.insteadof 2025-09-07T06:18:52.7336000Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local 'http.https://github.com/.extraheader' 'AUTHORIZATION: basic ***' && git config --local --show-origin --name-only --get-regexp remote.origin.url" 2025-09-07T06:18:52.7825840Z Entering 'android/libs/fbjni' 2025-09-07T06:18:52.7926100Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/android/libs/fbjni/config remote.origin.url 2025-09-07T06:18:52.7959880Z Entering 'third_party/FP16' 2025-09-07T06:18:52.8057830Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FP16/config remote.origin.url 2025-09-07T06:18:52.8092300Z Entering 'third_party/FXdiv' 2025-09-07T06:18:52.8187240Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FXdiv/config remote.origin.url 2025-09-07T06:18:52.8222800Z Entering 'third_party/NNPACK' 2025-09-07T06:18:52.8320790Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK/config remote.origin.url 2025-09-07T06:18:52.8355580Z Entering 'third_party/NVTX' 2025-09-07T06:18:52.8452090Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NVTX/config remote.origin.url 2025-09-07T06:18:52.8485780Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:52.8582590Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/VulkanMemoryAllocator/config remote.origin.url 2025-09-07T06:18:52.8616340Z Entering 'third_party/XNNPACK' 2025-09-07T06:18:52.8712300Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/XNNPACK/config remote.origin.url 2025-09-07T06:18:52.8751770Z Entering 'third_party/aiter' 2025-09-07T06:18:52.8851620Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/config remote.origin.url 2025-09-07T06:18:52.8885200Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:52.8983630Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/modules/3rdparty/composable_kernel/config remote.origin.url 2025-09-07T06:18:52.9022330Z Entering 'third_party/benchmark' 2025-09-07T06:18:52.9121910Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/benchmark/config remote.origin.url 2025-09-07T06:18:52.9156570Z Entering 'third_party/composable_kernel' 2025-09-07T06:18:52.9254180Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/composable_kernel/config remote.origin.url 2025-09-07T06:18:52.9291400Z Entering 'third_party/cpp-httplib' 2025-09-07T06:18:52.9390610Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cpp-httplib/config remote.origin.url 2025-09-07T06:18:52.9425390Z Entering 'third_party/cpuinfo' 2025-09-07T06:18:52.9522900Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cpuinfo/config remote.origin.url 2025-09-07T06:18:52.9557910Z Entering 'third_party/cudnn_frontend' 2025-09-07T06:18:52.9654530Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cudnn_frontend/config remote.origin.url 2025-09-07T06:18:52.9689620Z Entering 'third_party/cutlass' 2025-09-07T06:18:52.9786090Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cutlass/config remote.origin.url 2025-09-07T06:18:52.9822720Z Entering 'third_party/fbgemm' 2025-09-07T06:18:52.9921100Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/config remote.origin.url 2025-09-07T06:18:52.9954320Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:53.0051510Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/asmjit/config remote.origin.url 2025-09-07T06:18:53.0085560Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:53.0180940Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/composable_kernel/config remote.origin.url 2025-09-07T06:18:53.0217410Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:53.0314480Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cpuinfo/config remote.origin.url 2025-09-07T06:18:53.0347520Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:53.0443720Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cutlass/config remote.origin.url 2025-09-07T06:18:53.0480680Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:53.0575680Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/googletest/config remote.origin.url 2025-09-07T06:18:53.0609370Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:53.0707420Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/hipify_torch/config remote.origin.url 2025-09-07T06:18:53.0741560Z Entering 'third_party/fbgemm/external/json' 2025-09-07T06:18:53.0836330Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/json/config remote.origin.url 2025-09-07T06:18:53.0872190Z Entering 'third_party/flash-attention' 2025-09-07T06:18:53.0969270Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/config remote.origin.url 2025-09-07T06:18:53.1001930Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:53.1098000Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/composable_kernel/config remote.origin.url 2025-09-07T06:18:53.1133420Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:53.1232090Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/cutlass/config remote.origin.url 2025-09-07T06:18:53.1270770Z Entering 'third_party/flatbuffers' 2025-09-07T06:18:53.1370760Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flatbuffers/config remote.origin.url 2025-09-07T06:18:53.1406450Z Entering 'third_party/fmt' 2025-09-07T06:18:53.1504040Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fmt/config remote.origin.url 2025-09-07T06:18:53.1539210Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:53.1636040Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/gemmlowp/gemmlowp/config remote.origin.url 2025-09-07T06:18:53.1670310Z Entering 'third_party/gloo' 2025-09-07T06:18:53.1767900Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/gloo/config remote.origin.url 2025-09-07T06:18:53.1802670Z Entering 'third_party/googletest' 2025-09-07T06:18:53.1900920Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/googletest/config remote.origin.url 2025-09-07T06:18:53.1935930Z Entering 'third_party/ideep' 2025-09-07T06:18:53.2033480Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/config remote.origin.url 2025-09-07T06:18:53.2066070Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:53.2161570Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/modules/mkl-dnn/config remote.origin.url 2025-09-07T06:18:53.2200010Z Entering 'third_party/ittapi' 2025-09-07T06:18:53.2297760Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/ittapi/config remote.origin.url 2025-09-07T06:18:53.2331670Z Entering 'third_party/kineto' 2025-09-07T06:18:53.2430080Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/config remote.origin.url 2025-09-07T06:18:53.2462590Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:53.2560010Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/config remote.origin.url 2025-09-07T06:18:53.2592970Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:53.2690050Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/DCGM/config remote.origin.url 2025-09-07T06:18:53.2725050Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:53.2821420Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/cpr/config remote.origin.url 2025-09-07T06:18:53.2855830Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:53.2952820Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/fmt/config remote.origin.url 2025-09-07T06:18:53.2986720Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:53.3082720Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/config remote.origin.url 2025-09-07T06:18:53.3114750Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:53.3210850Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/modules/doc/config remote.origin.url 2025-09-07T06:18:53.3245960Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:53.3340910Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/glog/config remote.origin.url 2025-09-07T06:18:53.3374650Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:53.3471500Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/googletest/config remote.origin.url 2025-09-07T06:18:53.3505760Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:53.3603100Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/json/config remote.origin.url 2025-09-07T06:18:53.3636500Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:53.3734300Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/pfs/config remote.origin.url 2025-09-07T06:18:53.3770310Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:53.3864450Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/fmt/config remote.origin.url 2025-09-07T06:18:53.3897730Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:53.3992780Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/googletest/config remote.origin.url 2025-09-07T06:18:53.4029240Z Entering 'third_party/kleidiai' 2025-09-07T06:18:53.4127360Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kleidiai/config remote.origin.url 2025-09-07T06:18:53.4161070Z Entering 'third_party/mimalloc' 2025-09-07T06:18:53.4255630Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/mimalloc/config remote.origin.url 2025-09-07T06:18:53.4289070Z Entering 'third_party/nlohmann' 2025-09-07T06:18:53.4384880Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/nlohmann/config remote.origin.url 2025-09-07T06:18:53.4419420Z Entering 'third_party/onnx' 2025-09-07T06:18:53.4512700Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/config remote.origin.url 2025-09-07T06:18:53.4550240Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:53.4645430Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/modules/third_party/pybind11/config remote.origin.url 2025-09-07T06:18:53.4681080Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T06:18:53.4777640Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/config remote.origin.url 2025-09-07T06:18:53.4811180Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:53.4909440Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/benchmark/config remote.origin.url 2025-09-07T06:18:53.4944300Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:53.5042870Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/googletest/config remote.origin.url 2025-09-07T06:18:53.5077270Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:53.5174160Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/ms-gsl/config remote.origin.url 2025-09-07T06:18:53.5208500Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:53.5305780Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/nlohmann-json/config remote.origin.url 2025-09-07T06:18:53.5340090Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:53.5437010Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentelemetry-proto/config remote.origin.url 2025-09-07T06:18:53.5471700Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:53.5568760Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentracing-cpp/config remote.origin.url 2025-09-07T06:18:53.5602730Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:53.5696740Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/config remote.origin.url 2025-09-07T06:18:53.5728780Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:53.5824640Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/civetweb/config remote.origin.url 2025-09-07T06:18:53.5859140Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:53.5955460Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/googletest/config remote.origin.url 2025-09-07T06:18:53.5991750Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:53.6090120Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/tools/vcpkg/config remote.origin.url 2025-09-07T06:18:53.6132000Z Entering 'third_party/pocketfft' 2025-09-07T06:18:53.6231080Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/pocketfft/config remote.origin.url 2025-09-07T06:18:53.6265650Z Entering 'third_party/protobuf' 2025-09-07T06:18:53.6359850Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/config remote.origin.url 2025-09-07T06:18:53.6394060Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:53.6490400Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/modules/third_party/benchmark/config remote.origin.url 2025-09-07T06:18:53.6524750Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:53.6620600Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/modules/third_party/googletest/config remote.origin.url 2025-09-07T06:18:53.6656570Z Entering 'third_party/psimd' 2025-09-07T06:18:53.6755860Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/psimd/config remote.origin.url 2025-09-07T06:18:53.6789350Z Entering 'third_party/pthreadpool' 2025-09-07T06:18:53.6884930Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/pthreadpool/config remote.origin.url 2025-09-07T06:18:53.6919960Z Entering 'third_party/pybind11' 2025-09-07T06:18:53.7015950Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/pybind11/config remote.origin.url 2025-09-07T06:18:53.7050280Z Entering 'third_party/python-peachpy' 2025-09-07T06:18:53.7146210Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/python-peachpy/config remote.origin.url 2025-09-07T06:18:53.7180670Z Entering 'third_party/sleef' 2025-09-07T06:18:53.7277520Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/sleef/config remote.origin.url 2025-09-07T06:18:53.7312640Z Entering 'third_party/tensorpipe' 2025-09-07T06:18:53.7410750Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/config remote.origin.url 2025-09-07T06:18:53.7443910Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:53.7541150Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/googletest/config remote.origin.url 2025-09-07T06:18:53.7575090Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:53.7672410Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libnop/config remote.origin.url 2025-09-07T06:18:53.7706770Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:53.7803820Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libuv/config remote.origin.url 2025-09-07T06:18:53.7838350Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:53.7935380Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/config remote.origin.url 2025-09-07T06:18:53.7967350Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:53.8065050Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/modules/tools/clang/config remote.origin.url 2025-09-07T06:18:53.8257180Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'git@github.com:' 2025-09-07T06:18:53.8755890Z Entering 'android/libs/fbjni' 2025-09-07T06:18:53.8840770Z Entering 'third_party/FP16' 2025-09-07T06:18:53.8923000Z Entering 'third_party/FXdiv' 2025-09-07T06:18:53.9002360Z Entering 'third_party/NNPACK' 2025-09-07T06:18:53.9085010Z Entering 'third_party/NVTX' 2025-09-07T06:18:53.9164830Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:53.9247860Z Entering 'third_party/XNNPACK' 2025-09-07T06:18:53.9333520Z Entering 'third_party/aiter' 2025-09-07T06:18:53.9416650Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:53.9500050Z Entering 'third_party/benchmark' 2025-09-07T06:18:53.9583490Z Entering 'third_party/composable_kernel' 2025-09-07T06:18:53.9666260Z Entering 'third_party/cpp-httplib' 2025-09-07T06:18:53.9749280Z Entering 'third_party/cpuinfo' 2025-09-07T06:18:53.9832400Z Entering 'third_party/cudnn_frontend' 2025-09-07T06:18:53.9914760Z Entering 'third_party/cutlass' 2025-09-07T06:18:54.0000800Z Entering 'third_party/fbgemm' 2025-09-07T06:18:54.0083170Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:54.0163940Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:54.0247820Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:54.0330960Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:54.0414480Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:54.0496250Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:54.0577570Z Entering 'third_party/fbgemm/external/json' 2025-09-07T06:18:54.0662280Z Entering 'third_party/flash-attention' 2025-09-07T06:18:54.0744410Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:54.0826850Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:54.0913110Z Entering 'third_party/flatbuffers' 2025-09-07T06:18:54.0996420Z Entering 'third_party/fmt' 2025-09-07T06:18:54.1077450Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:54.1157690Z Entering 'third_party/gloo' 2025-09-07T06:18:54.1238600Z Entering 'third_party/googletest' 2025-09-07T06:18:54.1318750Z Entering 'third_party/ideep' 2025-09-07T06:18:54.1397870Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:54.1482750Z Entering 'third_party/ittapi' 2025-09-07T06:18:54.1566140Z Entering 'third_party/kineto' 2025-09-07T06:18:54.1646560Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:54.1726090Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:54.1807980Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:54.1888410Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:54.1972300Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:54.2051210Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:54.2133260Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:54.2214000Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:54.2293380Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:54.2373480Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:54.2454260Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:54.2533840Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:54.2616040Z Entering 'third_party/kleidiai' 2025-09-07T06:18:54.2697310Z Entering 'third_party/mimalloc' 2025-09-07T06:18:54.2779110Z Entering 'third_party/nlohmann' 2025-09-07T06:18:54.2858180Z Entering 'third_party/onnx' 2025-09-07T06:18:54.2943980Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:54.3031030Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T06:18:54.3109440Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:54.3188190Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:54.3267280Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:54.3346440Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:54.3425430Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:54.3504950Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:54.3585570Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:54.3663370Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:54.3745240Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:54.3827220Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:54.3917250Z Entering 'third_party/pocketfft' 2025-09-07T06:18:54.4002300Z Entering 'third_party/protobuf' 2025-09-07T06:18:54.4084060Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:54.4162770Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:54.4243240Z Entering 'third_party/psimd' 2025-09-07T06:18:54.4324520Z Entering 'third_party/pthreadpool' 2025-09-07T06:18:54.4406560Z Entering 'third_party/pybind11' 2025-09-07T06:18:54.4487440Z Entering 'third_party/python-peachpy' 2025-09-07T06:18:54.4569350Z Entering 'third_party/sleef' 2025-09-07T06:18:54.4649210Z Entering 'third_party/tensorpipe' 2025-09-07T06:18:54.4727330Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:54.4807070Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:54.4888270Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:54.4968710Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:54.5049130Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:54.5143050Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:' 2025-09-07T06:18:54.5630480Z Entering 'android/libs/fbjni' 2025-09-07T06:18:54.5713050Z Entering 'third_party/FP16' 2025-09-07T06:18:54.5793790Z Entering 'third_party/FXdiv' 2025-09-07T06:18:54.5874640Z Entering 'third_party/NNPACK' 2025-09-07T06:18:54.5956980Z Entering 'third_party/NVTX' 2025-09-07T06:18:54.6039170Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:54.6120030Z Entering 'third_party/XNNPACK' 2025-09-07T06:18:54.6205670Z Entering 'third_party/aiter' 2025-09-07T06:18:54.6288190Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:54.6371430Z Entering 'third_party/benchmark' 2025-09-07T06:18:54.6452600Z Entering 'third_party/composable_kernel' 2025-09-07T06:18:54.6535650Z Entering 'third_party/cpp-httplib' 2025-09-07T06:18:54.6615170Z Entering 'third_party/cpuinfo' 2025-09-07T06:18:54.6694050Z Entering 'third_party/cudnn_frontend' 2025-09-07T06:18:54.6772500Z Entering 'third_party/cutlass' 2025-09-07T06:18:54.6855450Z Entering 'third_party/fbgemm' 2025-09-07T06:18:54.6936380Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:54.7019130Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:54.7102860Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:54.7183660Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:54.7268700Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:54.7349270Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:54.7427910Z Entering 'third_party/fbgemm/external/json' 2025-09-07T06:18:54.7509930Z Entering 'third_party/flash-attention' 2025-09-07T06:18:54.7591260Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:54.7672040Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:54.7757910Z Entering 'third_party/flatbuffers' 2025-09-07T06:18:54.7839970Z Entering 'third_party/fmt' 2025-09-07T06:18:54.7920660Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:54.8003540Z Entering 'third_party/gloo' 2025-09-07T06:18:54.8085230Z Entering 'third_party/googletest' 2025-09-07T06:18:54.8166750Z Entering 'third_party/ideep' 2025-09-07T06:18:54.8246290Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:54.8328790Z Entering 'third_party/ittapi' 2025-09-07T06:18:54.8410900Z Entering 'third_party/kineto' 2025-09-07T06:18:54.8489760Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:54.8567250Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:54.8649850Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:54.8731930Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:54.8815200Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:54.8895330Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:54.8977640Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:54.9057680Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:54.9139610Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:54.9221710Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:54.9303930Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:54.9382670Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:54.9463710Z Entering 'third_party/kleidiai' 2025-09-07T06:18:54.9545710Z Entering 'third_party/mimalloc' 2025-09-07T06:18:54.9626180Z Entering 'third_party/nlohmann' 2025-09-07T06:18:54.9706720Z Entering 'third_party/onnx' 2025-09-07T06:18:54.9793380Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:54.9875630Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T06:18:54.9956720Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:55.0036010Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:55.0115060Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:55.0195200Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:55.0276740Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:55.0362000Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:55.0444000Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:55.0524350Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:55.0605930Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:55.0686120Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:18:55.0777170Z Entering 'third_party/pocketfft' 2025-09-07T06:18:55.0861760Z Entering 'third_party/protobuf' 2025-09-07T06:18:55.0943910Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:18:55.1023390Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:18:55.1104040Z Entering 'third_party/psimd' 2025-09-07T06:18:55.1185630Z Entering 'third_party/pthreadpool' 2025-09-07T06:18:55.1265570Z Entering 'third_party/pybind11' 2025-09-07T06:18:55.1344810Z Entering 'third_party/python-peachpy' 2025-09-07T06:18:55.1423520Z Entering 'third_party/sleef' 2025-09-07T06:18:55.1503580Z Entering 'third_party/tensorpipe' 2025-09-07T06:18:55.1583720Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:18:55.1663880Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:18:55.1744910Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:18:55.1826110Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:18:55.1905280Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:18:55.1997240Z ##[endgroup] 2025-09-07T06:18:55.2081630Z [command]/usr/bin/git log -1 --format=%H 2025-09-07T06:18:55.2148900Z 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:18:55.2205730Z ##[group]Run cd "${GITHUB_WORKSPACE}" 2025-09-07T06:18:55.2205930Z cd "${GITHUB_WORKSPACE}" 2025-09-07T06:18:55.2206100Z # Clean stale submodule dirs 2025-09-07T06:18:55.2206270Z if [ -z "${NO_SUDO}" ]; then 2025-09-07T06:18:55.2206480Z  sudo git submodule foreach --recursive git clean -ffdx 2025-09-07T06:18:55.2206690Z else 2025-09-07T06:18:55.2206860Z  git submodule foreach --recursive git clean -ffdx 2025-09-07T06:18:55.2207110Z fi 2025-09-07T06:18:55.2218760Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:18:55.2218960Z env: 2025-09-07T06:18:55.2219070Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:18:55.2219220Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:18:55.2219380Z TEST_CONFIG: default 2025-09-07T06:18:55.2219510Z SHARD_NUMBER: 1 2025-09-07T06:18:55.2219620Z NUM_TEST_SHARDS: 3 2025-09-07T06:18:55.2219740Z PR_BODY: 2025-09-07T06:18:55.2219870Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:18:55.2220010Z NO_SUDO: 2025-09-07T06:18:55.2220110Z ##[endgroup] 2025-09-07T06:18:55.2964420Z Entering 'android/libs/fbjni' 2025-09-07T06:18:55.3095560Z Entering 'third_party/FP16' 2025-09-07T06:18:55.3179460Z Entering 'third_party/FXdiv' 2025-09-07T06:18:55.3255990Z Entering 'third_party/NNPACK' 2025-09-07T06:18:55.3486880Z Entering 'third_party/NVTX' 2025-09-07T06:18:55.3806230Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T06:18:55.3942070Z Entering 'third_party/XNNPACK' 2025-09-07T06:18:55.7725980Z Entering 'third_party/aiter' 2025-09-07T06:18:55.8266690Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T06:18:56.0821420Z Entering 'third_party/benchmark' 2025-09-07T06:18:56.0963300Z Entering 'third_party/composable_kernel' 2025-09-07T06:18:56.3911170Z Entering 'third_party/cpp-httplib' 2025-09-07T06:18:56.4061560Z Entering 'third_party/cpuinfo' 2025-09-07T06:18:56.4292110Z Entering 'third_party/cudnn_frontend' 2025-09-07T06:18:56.4520360Z Entering 'third_party/cutlass' 2025-09-07T06:18:56.7055730Z Entering 'third_party/fbgemm' 2025-09-07T06:18:56.7721540Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T06:18:56.7857950Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T06:18:57.0528220Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T06:18:57.0775750Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T06:18:57.2455200Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T06:18:57.2642730Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T06:18:57.2716840Z Entering 'third_party/fbgemm/external/json' 2025-09-07T06:18:57.3142790Z Entering 'third_party/flash-attention' 2025-09-07T06:18:57.3566770Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T06:18:57.5847310Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T06:18:57.8155660Z Entering 'third_party/flatbuffers' 2025-09-07T06:18:57.9318590Z Entering 'third_party/fmt' 2025-09-07T06:18:57.9469690Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T06:18:57.9604250Z Entering 'third_party/gloo' 2025-09-07T06:18:57.9806550Z Entering 'third_party/googletest' 2025-09-07T06:18:57.9990090Z Entering 'third_party/ideep' 2025-09-07T06:18:58.0080390Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T06:18:58.2296960Z Entering 'third_party/ittapi' 2025-09-07T06:18:58.2458500Z Entering 'third_party/kineto' 2025-09-07T06:18:58.2686030Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T06:18:58.2917050Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T06:18:58.3460230Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T06:18:58.3596100Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T06:18:58.3771630Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T06:18:58.3855350Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T06:18:58.3915750Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T06:18:58.4027470Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T06:18:58.4219150Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T06:18:58.4610640Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T06:18:58.4711900Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T06:18:58.4862290Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T06:18:58.5045950Z Entering 'third_party/kleidiai' 2025-09-07T06:18:58.5349960Z Entering 'third_party/mimalloc' 2025-09-07T06:18:58.5544710Z Entering 'third_party/nlohmann' 2025-09-07T06:18:58.6045680Z Entering 'third_party/onnx' 2025-09-07T06:18:59.2084800Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T06:18:59.2289060Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T06:18:59.3067920Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T06:18:59.3212570Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T06:18:59.3389500Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T06:18:59.3479640Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T06:18:59.3912290Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T06:18:59.4010310Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T06:18:59.4127340Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T06:18:59.4276310Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T06:18:59.4928920Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T06:18:59.5117140Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T06:19:00.1187090Z Entering 'third_party/pocketfft' 2025-09-07T06:19:00.1247940Z Entering 'third_party/protobuf' 2025-09-07T06:19:00.2652900Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T06:19:00.2763710Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T06:19:00.3001760Z Entering 'third_party/psimd' 2025-09-07T06:19:00.3067820Z Entering 'third_party/pthreadpool' 2025-09-07T06:19:00.3152090Z Entering 'third_party/pybind11' 2025-09-07T06:19:00.3386630Z Entering 'third_party/python-peachpy' 2025-09-07T06:19:00.3524280Z Entering 'third_party/sleef' 2025-09-07T06:19:00.3736920Z Entering 'third_party/tensorpipe' 2025-09-07T06:19:00.3961200Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T06:19:00.4132440Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T06:19:00.4261820Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T06:19:00.4517440Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T06:19:00.4584960Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T06:19:00.4701860Z Prepare all required actions 2025-09-07T06:19:00.4722020Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-09-07T06:19:00.4722240Z with: 2025-09-07T06:19:00.4722620Z github-token: *** 2025-09-07T06:19:00.4722750Z env: 2025-09-07T06:19:00.4722880Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:00.4723050Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:00.4723220Z TEST_CONFIG: default 2025-09-07T06:19:00.4723360Z SHARD_NUMBER: 1 2025-09-07T06:19:00.4723500Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:00.4723630Z PR_BODY: 2025-09-07T06:19:00.4723750Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:00.4723920Z ##[endgroup] 2025-09-07T06:19:00.4734240Z ##[group]Run set -eux 2025-09-07T06:19:00.4734420Z set -eux 2025-09-07T06:19:00.4734680Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-09-07T06:19:00.4746450Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:00.4746660Z env: 2025-09-07T06:19:00.4746830Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:00.4747000Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:00.4747180Z TEST_CONFIG: default 2025-09-07T06:19:00.4747320Z SHARD_NUMBER: 1 2025-09-07T06:19:00.4747460Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:00.4747590Z PR_BODY: 2025-09-07T06:19:00.4747720Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:00.4747960Z GITHUB_TOKEN: *** 2025-09-07T06:19:00.4748080Z ##[endgroup] 2025-09-07T06:19:00.4944900Z + python3 .github/scripts/get_workflow_job_id.py 17524754564 i-09537b716852f8064 2025-09-07T06:19:01.2919780Z Setting output job-id=49773898067 2025-09-07T06:19:01.2921810Z Setting output job-name=macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:19:01.3236550Z ##[group]Run pytorch/test-infra/.github/actions/setup-python@main 2025-09-07T06:19:01.3237250Z with: 2025-09-07T06:19:01.3237580Z python-version: 3.12.7 2025-09-07T06:19:01.3238250Z pip-requirements-file: .github/requirements/pip-requirements-macOS.txt 2025-09-07T06:19:01.3238920Z env: 2025-09-07T06:19:01.3239180Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:01.3239560Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:01.3239980Z TEST_CONFIG: default 2025-09-07T06:19:01.3240330Z SHARD_NUMBER: 1 2025-09-07T06:19:01.3240640Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:01.3240970Z PR_BODY: 2025-09-07T06:19:01.3241280Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:01.3241680Z ##[endgroup] 2025-09-07T06:19:01.3787600Z Warning: HomeBrew only supports version specified by major and minor, but got 3.12.7 2025-09-07T06:19:02.1621030Z ==> Updating Homebrew... 2025-09-07T06:19:03.6587860Z ==> Homebrew's analytics have entirely moved to our InfluxDB instance in the EU. 2025-09-07T06:19:03.6588330Z We gather less data than before and have destroyed all Google Analytics data: 2025-09-07T06:19:03.6588700Z https://docs.brew.sh/Analytics 2025-09-07T06:19:03.6589040Z Please reconsider re-enabling analytics to help our volunteer maintainers with: 2025-09-07T06:19:03.6589580Z brew analytics on 2025-09-07T06:19:03.6792730Z ==> Homebrew is run entirely by unpaid volunteers. Please consider donating: 2025-09-07T06:19:03.6793190Z https://github.com/Homebrew/brew#donations 2025-09-07T06:19:03.6793360Z 2025-09-07T06:19:04.3138480Z Already up-to-date. 2025-09-07T06:19:05.3232280Z ##[warning]python@3.12 3.12.11 is already installed and up-to-date. To reinstall 3.12.11, run: brew reinstall python@3.12 2025-09-07T06:19:05.3538340Z Using python at /opt/homebrew/bin/python3.12 to create venv /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:06.6581510Z Installing requirements from .github/requirements/pip-requirements-macOS.txt 2025-09-07T06:19:06.9727650Z Collecting boto3==1.35.42 (from -r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-09-07T06:19:06.9737960Z Using cached boto3-1.35.42-py3-none-any.whl.metadata (6.7 kB) 2025-09-07T06:19:07.0356570Z Collecting cmake==3.27.* (from -r .github/requirements/pip-requirements-macOS.txt (line 2)) 2025-09-07T06:19:07.0378450Z Using cached cmake-3.27.9-py2.py3-none-macosx_10_10_universal2.macosx_10_10_x86_64.macosx_11_0_arm64.macosx_11_0_universal2.whl.metadata (6.3 kB) 2025-09-07T06:19:07.0523760Z Collecting expecttest==0.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 3)) 2025-09-07T06:19:07.0550250Z Using cached expecttest-0.3.0-py3-none-any.whl.metadata (3.8 kB) 2025-09-07T06:19:07.0662880Z Collecting fbscribelogger==0.1.7 (from -r .github/requirements/pip-requirements-macOS.txt (line 4)) 2025-09-07T06:19:07.0688610Z Using cached fbscribelogger-0.1.7-py3-none-any.whl.metadata (684 bytes) 2025-09-07T06:19:07.0841680Z Collecting filelock==3.18.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 5)) 2025-09-07T06:19:07.0855160Z Using cached filelock-3.18.0-py3-none-any.whl.metadata (2.9 kB) 2025-09-07T06:19:07.1934550Z Collecting hypothesis==6.56.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 6)) 2025-09-07T06:19:07.1955690Z Using cached hypothesis-6.56.4-py3-none-any.whl.metadata (6.1 kB) 2025-09-07T06:19:07.2097810Z Collecting librosa>=0.6.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 7)) 2025-09-07T06:19:07.2111390Z Using cached librosa-0.11.0-py3-none-any.whl.metadata (8.7 kB) 2025-09-07T06:19:07.2273830Z Collecting mpmath==1.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 8)) 2025-09-07T06:19:07.2299530Z Using cached mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB) 2025-09-07T06:19:07.2508710Z Collecting networkx==2.8.7 (from -r .github/requirements/pip-requirements-macOS.txt (line 9)) 2025-09-07T06:19:07.2523690Z Using cached networkx-2.8.7-py3-none-any.whl.metadata (5.1 kB) 2025-09-07T06:19:07.2737430Z Collecting ninja==1.10.2.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 10)) 2025-09-07T06:19:07.2752170Z Using cached ninja-1.10.2.4-py2.py3-none-macosx_10_9_universal2.macosx_10_9_x86_64.macosx_11_0_arm64.macosx_11_0_universal2.whl.metadata (5.3 kB) 2025-09-07T06:19:07.3361540Z Collecting numba==0.59.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 11)) 2025-09-07T06:19:07.3383990Z Using cached numba-0.59.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (2.7 kB) 2025-09-07T06:19:07.4202290Z Collecting numpy==1.26.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 12)) 2025-09-07T06:19:07.4224550Z Using cached numpy-1.26.4-cp312-cp312-macosx_11_0_arm64.whl.metadata (61 kB) 2025-09-07T06:19:07.4394410Z Collecting opt-einsum>=3.3 (from -r .github/requirements/pip-requirements-macOS.txt (line 13)) 2025-09-07T06:19:07.4418830Z Using cached opt_einsum-3.4.0-py3-none-any.whl.metadata (6.3 kB) 2025-09-07T06:19:07.4824620Z Collecting optree==0.13.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 14)) 2025-09-07T06:19:07.4839470Z Using cached optree-0.13.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (47 kB) 2025-09-07T06:19:07.5007480Z Collecting packaging==23.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 15)) 2025-09-07T06:19:07.5021760Z Using cached packaging-23.1-py3-none-any.whl.metadata (3.1 kB) 2025-09-07T06:19:07.5139120Z Collecting parameterized==0.8.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 16)) 2025-09-07T06:19:07.5158510Z Using cached parameterized-0.8.1-py2.py3-none-any.whl.metadata (18 kB) 2025-09-07T06:19:07.5973800Z Collecting pillow==10.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 17)) 2025-09-07T06:19:07.5989960Z Using cached pillow-10.3.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (9.2 kB) 2025-09-07T06:19:07.6785810Z Collecting protobuf==5.29.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 18)) 2025-09-07T06:19:07.6814400Z Using cached protobuf-5.29.4-cp38-abi3-macosx_10_9_universal2.whl.metadata (592 bytes) 2025-09-07T06:19:07.7375140Z Collecting psutil==5.9.8 (from -r .github/requirements/pip-requirements-macOS.txt (line 19)) 2025-09-07T06:19:07.7395940Z Using cached psutil-5.9.8-cp38-abi3-macosx_11_0_arm64.whl.metadata (21 kB) 2025-09-07T06:19:07.7555540Z Collecting pygments==2.15.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 20)) 2025-09-07T06:19:07.7598240Z Using cached Pygments-2.15.0-py3-none-any.whl.metadata (2.5 kB) 2025-09-07T06:19:07.7742630Z Collecting pytest-cpp==2.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 21)) 2025-09-07T06:19:07.7761990Z Using cached pytest_cpp-2.3.0-py3-none-any.whl.metadata (5.4 kB) 2025-09-07T06:19:07.7867300Z Collecting pytest-flakefinder==1.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 22)) 2025-09-07T06:19:07.7894080Z Using cached pytest_flakefinder-1.1.0-py2.py3-none-any.whl.metadata (3.3 kB) 2025-09-07T06:19:07.8009550Z Collecting pytest-rerunfailures==10.3 (from -r .github/requirements/pip-requirements-macOS.txt (line 23)) 2025-09-07T06:19:07.8023930Z Using cached pytest_rerunfailures-10.3-py3-none-any.whl.metadata (15 kB) 2025-09-07T06:19:07.8137300Z Collecting pytest-subtests==0.13.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 24)) 2025-09-07T06:19:07.8151850Z Using cached pytest_subtests-0.13.1-py3-none-any.whl.metadata (6.1 kB) 2025-09-07T06:19:07.8290500Z Collecting pytest-xdist==3.3.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 25)) 2025-09-07T06:19:07.8311300Z Using cached pytest_xdist-3.3.1-py3-none-any.whl.metadata (3.1 kB) 2025-09-07T06:19:07.8558590Z Collecting pytest==7.3.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 26)) 2025-09-07T06:19:07.8579210Z Using cached pytest-7.3.2-py3-none-any.whl.metadata (8.0 kB) 2025-09-07T06:19:07.8814070Z Collecting pyyaml==6.0.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 27)) 2025-09-07T06:19:07.8827770Z Using cached PyYAML-6.0.2-cp312-cp312-macosx_11_0_arm64.whl.metadata (2.1 kB) 2025-09-07T06:19:07.9401350Z Collecting scipy==1.12.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 28)) 2025-09-07T06:19:07.9422880Z Using cached scipy-1.12.0-cp312-cp312-macosx_12_0_arm64.whl.metadata (217 kB) 2025-09-07T06:19:08.0315360Z Collecting setuptools==72.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 29)) 2025-09-07T06:19:08.0330140Z Using cached setuptools-72.1.0-py3-none-any.whl.metadata (6.6 kB) 2025-09-07T06:19:08.0493390Z Collecting sympy==1.13.3 (from -r .github/requirements/pip-requirements-macOS.txt (line 30)) 2025-09-07T06:19:08.0507610Z Using cached sympy-1.13.3-py3-none-any.whl.metadata (12 kB) 2025-09-07T06:19:08.0750150Z Collecting tlparse==0.4.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 31)) 2025-09-07T06:19:08.0764110Z Using cached tlparse-0.4.0-py3-none-macosx_11_0_arm64.whl.metadata (1.9 kB) 2025-09-07T06:19:08.0898440Z Collecting tensorboard==2.13.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 32)) 2025-09-07T06:19:08.0911720Z Using cached tensorboard-2.13.0-py3-none-any.whl.metadata (1.8 kB) 2025-09-07T06:19:08.1048100Z Collecting typing-extensions==4.12.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 33)) 2025-09-07T06:19:08.1068730Z Using cached typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB) 2025-09-07T06:19:08.1194670Z Collecting unittest-xml-reporting<=3.2.0,>=2.0.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 34)) 2025-09-07T06:19:08.1207870Z Using cached unittest_xml_reporting-3.2.0-py2.py3-none-any.whl.metadata (11 kB) 2025-09-07T06:19:08.1360260Z Collecting xdoctest==1.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 35)) 2025-09-07T06:19:08.1383770Z Using cached xdoctest-1.1.0-py3-none-any.whl.metadata (37 kB) 2025-09-07T06:19:08.1867240Z Collecting z3-solver==4.15.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 36)) 2025-09-07T06:19:08.1888150Z Using cached z3_solver-4.15.1.0-py3-none-macosx_13_0_arm64.whl.metadata (778 bytes) 2025-09-07T06:19:08.3727730Z Collecting botocore<1.36.0,>=1.35.42 (from boto3==1.35.42->-r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-09-07T06:19:08.3763940Z Using cached botocore-1.35.99-py3-none-any.whl.metadata (5.7 kB) 2025-09-07T06:19:08.3873620Z Collecting jmespath<2.0.0,>=0.7.1 (from boto3==1.35.42->-r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-09-07T06:19:08.3887340Z Using cached jmespath-1.0.1-py3-none-any.whl.metadata (7.6 kB) 2025-09-07T06:19:08.4011290Z Collecting s3transfer<0.11.0,>=0.10.0 (from boto3==1.35.42->-r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-09-07T06:19:08.4031650Z Using cached s3transfer-0.10.4-py3-none-any.whl.metadata (1.7 kB) 2025-09-07T06:19:08.6607330Z Collecting aiohttp<4.0.0,>=3.10.4 (from fbscribelogger==0.1.7->-r .github/requirements/pip-requirements-macOS.txt (line 4)) 2025-09-07T06:19:08.6637840Z Using cached aiohttp-3.12.15-cp312-cp312-macosx_11_0_arm64.whl.metadata (7.7 kB) 2025-09-07T06:19:08.6845020Z Collecting thriftpy2<0.6.0,>=0.5.2 (from fbscribelogger==0.1.7->-r .github/requirements/pip-requirements-macOS.txt (line 4)) 2025-09-07T06:19:08.6858930Z Using cached thriftpy2-0.5.3-cp312-cp312-macosx_11_0_arm64.whl.metadata (8.2 kB) 2025-09-07T06:19:08.7012970Z Collecting attrs>=19.2.0 (from hypothesis==6.56.4->-r .github/requirements/pip-requirements-macOS.txt (line 6)) 2025-09-07T06:19:08.7026230Z Using cached attrs-25.3.0-py3-none-any.whl.metadata (10 kB) 2025-09-07T06:19:08.7176830Z Collecting sortedcontainers<3.0.0,>=2.1.0 (from hypothesis==6.56.4->-r .github/requirements/pip-requirements-macOS.txt (line 6)) 2025-09-07T06:19:08.7196150Z Using cached sortedcontainers-2.4.0-py2.py3-none-any.whl.metadata (10 kB) 2025-09-07T06:19:08.7543710Z Collecting llvmlite<0.43,>=0.42.0dev0 (from numba==0.59.0->-r .github/requirements/pip-requirements-macOS.txt (line 11)) 2025-09-07T06:19:08.7559340Z Using cached llvmlite-0.42.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (4.8 kB) 2025-09-07T06:19:08.7791500Z Collecting colorama (from pytest-cpp==2.3.0->-r .github/requirements/pip-requirements-macOS.txt (line 21)) 2025-09-07T06:19:08.7818100Z Using cached colorama-0.4.6-py2.py3-none-any.whl.metadata (17 kB) 2025-09-07T06:19:08.8044580Z Collecting execnet>=1.1 (from 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2025-09-07T06:19:11.8709120Z Using cached pyasn1_modules-0.4.2-py3-none-any.whl (181 kB) 2025-09-07T06:19:11.8728590Z Using cached requests_oauthlib-2.0.0-py2.py3-none-any.whl (24 kB) 2025-09-07T06:19:11.8743340Z Using cached oauthlib-3.3.1-py3-none-any.whl (160 kB) 2025-09-07T06:19:11.8763860Z Using cached scikit_learn-1.7.1-cp312-cp312-macosx_12_0_arm64.whl (8.6 MB) 2025-09-07T06:19:11.9594520Z Using cached soundfile-0.13.1-py2.py3-none-macosx_11_0_arm64.whl (1.1 MB) 2025-09-07T06:19:11.9727370Z Using cached cffi-1.17.1-cp312-cp312-macosx_11_0_arm64.whl (178 kB) 2025-09-07T06:19:11.9767560Z Using cached soxr-0.5.0.post1-cp312-abi3-macosx_11_0_arm64.whl (156 kB) 2025-09-07T06:19:11.9790530Z Using cached threadpoolctl-3.6.0-py3-none-any.whl (18 kB) 2025-09-07T06:19:11.9809490Z Using cached werkzeug-3.1.3-py3-none-any.whl (224 kB) 2025-09-07T06:19:11.9840170Z Using cached MarkupSafe-3.0.2-cp312-cp312-macosx_11_0_arm64.whl (12 kB) 2025-09-07T06:19:11.9861010Z Using cached wheel-0.45.1-py3-none-any.whl (72 kB) 2025-09-07T06:19:11.9878810Z Using cached colorama-0.4.6-py2.py3-none-any.whl (25 kB) 2025-09-07T06:19:11.9902770Z Using cached iniconfig-2.1.0-py3-none-any.whl (6.0 kB) 2025-09-07T06:19:11.9925280Z Using cached lxml-6.0.1-cp312-cp312-macosx_10_13_universal2.whl (8.4 MB) 2025-09-07T06:19:12.0723520Z Using cached pycparser-2.22-py3-none-any.whl (117 kB) 2025-09-07T06:19:12.3600660Z Installing collected packages: z3-solver, sortedcontainers, ply, parameterized, ninja, mpmath, cmake, wheel, urllib3, typing-extensions, tlparse, threadpoolctl, tensorboard-data-server, sympy, six, setuptools, pyyaml, pygments, pycparser, pyasn1, psutil, protobuf, propcache, pluggy, platformdirs, pillow, packaging, opt-einsum, oauthlib, numpy, networkx, multidict, msgpack, MarkupSafe, markdown, lxml, llvmlite, joblib, jmespath, iniconfig, idna, grpcio, frozenlist, filelock, expecttest, execnet, decorator, colorama, charset_normalizer, certifi, cachetools, audioread, attrs, aiohappyeyeballs, absl-py, yarl, xdoctest, werkzeug, unittest-xml-reporting, thriftpy2, soxr, scipy, rsa, requests, python-dateutil, pytest, pyasn1-modules, optree, numba, lazy_loader, hypothesis, cffi, aiosignal, soundfile, scikit-learn, requests-oauthlib, pytest-xdist, pytest-subtests, pytest-rerunfailures, pytest-flakefinder, pytest-cpp, pooch, google-auth, botocore, aiohttp, s3transfer, librosa, google-auth-oauthlib, fbscribelogger, tensorboard, boto3 2025-09-07T06:19:26.7832690Z 2025-09-07T06:19:26.7874750Z Successfully installed MarkupSafe-3.0.2 absl-py-2.3.1 aiohappyeyeballs-2.6.1 aiohttp-3.12.15 aiosignal-1.4.0 attrs-25.3.0 audioread-3.0.1 boto3-1.35.42 botocore-1.35.99 cachetools-5.5.2 certifi-2025.8.3 cffi-1.17.1 charset_normalizer-3.4.3 cmake-3.27.9 colorama-0.4.6 decorator-5.2.1 execnet-2.1.1 expecttest-0.3.0 fbscribelogger-0.1.7 filelock-3.18.0 frozenlist-1.7.0 google-auth-2.40.3 google-auth-oauthlib-1.0.0 grpcio-1.74.0 hypothesis-6.56.4 idna-3.10 iniconfig-2.1.0 jmespath-1.0.1 joblib-1.5.2 lazy_loader-0.4 librosa-0.11.0 llvmlite-0.42.0 lxml-6.0.1 markdown-3.9 mpmath-1.3.0 msgpack-1.1.1 multidict-6.6.4 networkx-2.8.7 ninja-1.10.2.4 numba-0.59.0 numpy-1.26.4 oauthlib-3.3.1 opt-einsum-3.4.0 optree-0.13.0 packaging-23.1 parameterized-0.8.1 pillow-10.3.0 platformdirs-4.4.0 pluggy-1.6.0 ply-3.11 pooch-1.8.2 propcache-0.3.2 protobuf-5.29.4 psutil-5.9.8 pyasn1-0.6.1 pyasn1-modules-0.4.2 pycparser-2.22 pygments-2.15.0 pytest-7.3.2 pytest-cpp-2.3.0 pytest-flakefinder-1.1.0 pytest-rerunfailures-10.3 pytest-subtests-0.13.1 pytest-xdist-3.3.1 python-dateutil-2.9.0.post0 pyyaml-6.0.2 requests-2.32.5 requests-oauthlib-2.0.0 rsa-4.9.1 s3transfer-0.10.4 scikit-learn-1.7.1 scipy-1.12.0 setuptools-72.1.0 six-1.17.0 sortedcontainers-2.4.0 soundfile-0.13.1 soxr-0.5.0.post1 sympy-1.13.3 tensorboard-2.13.0 tensorboard-data-server-0.7.2 threadpoolctl-3.6.0 thriftpy2-0.5.3 tlparse-0.4.0 typing-extensions-4.12.2 unittest-xml-reporting-3.2.0 urllib3-2.5.0 werkzeug-3.1.3 wheel-0.45.1 xdoctest-1.1.0 yarl-1.20.1 z3-solver-4.15.1.0 2025-09-07T06:19:26.8210410Z 2025-09-07T06:19:26.8210700Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:19:26.8211160Z [notice] To update, run: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python -m pip install --upgrade pip 2025-09-07T06:19:27.4900570Z ##[group]Run "$VENV_PATH/bin/python3" -m pip install psutil==5.9.8 dataclasses_json==0.6.7 2025-09-07T06:19:27.4900970Z "$VENV_PATH/bin/python3" -m pip install psutil==5.9.8 dataclasses_json==0.6.7 2025-09-07T06:19:27.4901540Z "$VENV_PATH/bin/python3" -m tools.stats.monitor --log-interval "$MONITOR_LOG_INTERVAL" --data-collect-interval "$MONITOR_DATA_COLLECT_INTERVAL" > usage_log.txt 2>&1 & 2025-09-07T06:19:27.4902070Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2025-09-07T06:19:27.4915050Z shell: /bin/bash -e -l {0} 2025-09-07T06:19:27.4915190Z env: 2025-09-07T06:19:27.4915300Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:27.4915450Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:27.4915620Z TEST_CONFIG: default 2025-09-07T06:19:27.4915740Z SHARD_NUMBER: 1 2025-09-07T06:19:27.4915860Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:27.4915980Z PR_BODY: 2025-09-07T06:19:27.4916100Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:27.4916330Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:27.4916560Z JOB_ID: 49773898067 2025-09-07T06:19:27.4916760Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:19:27.4916980Z WORKFLOW_NAME: trunk 2025-09-07T06:19:27.4917120Z WORKFLOW_RUN_ID: 17524754564 2025-09-07T06:19:27.4917270Z MONITOR_LOG_INTERVAL: 5 2025-09-07T06:19:27.4917420Z MONITOR_DATA_COLLECT_INTERVAL: 1 2025-09-07T06:19:27.4917560Z ##[endgroup] 2025-09-07T06:19:27.6804440Z Requirement already satisfied: psutil==5.9.8 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (5.9.8) 2025-09-07T06:19:27.7071030Z Collecting dataclasses_json==0.6.7 2025-09-07T06:19:27.7098850Z Using cached dataclasses_json-0.6.7-py3-none-any.whl.metadata (25 kB) 2025-09-07T06:19:27.7357100Z Collecting marshmallow<4.0.0,>=3.18.0 (from dataclasses_json==0.6.7) 2025-09-07T06:19:27.7376800Z Using cached marshmallow-3.26.1-py3-none-any.whl.metadata (7.3 kB) 2025-09-07T06:19:27.7485340Z Collecting typing-inspect<1,>=0.4.0 (from dataclasses_json==0.6.7) 2025-09-07T06:19:27.7500380Z Using cached typing_inspect-0.9.0-py3-none-any.whl.metadata (1.5 kB) 2025-09-07T06:19:27.7538220Z Requirement already satisfied: packaging>=17.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from marshmallow<4.0.0,>=3.18.0->dataclasses_json==0.6.7) (23.1) 2025-09-07T06:19:27.7600650Z Collecting mypy-extensions>=0.3.0 (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) 2025-09-07T06:19:27.7617370Z Using cached mypy_extensions-1.1.0-py3-none-any.whl.metadata (1.1 kB) 2025-09-07T06:19:27.7651180Z Requirement already satisfied: typing-extensions>=3.7.4 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (4.12.2) 2025-09-07T06:19:27.7671380Z Using cached dataclasses_json-0.6.7-py3-none-any.whl (28 kB) 2025-09-07T06:19:27.7695560Z Using cached marshmallow-3.26.1-py3-none-any.whl (50 kB) 2025-09-07T06:19:27.7715230Z Using cached typing_inspect-0.9.0-py3-none-any.whl (8.8 kB) 2025-09-07T06:19:27.7734900Z Using cached mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB) 2025-09-07T06:19:27.8473780Z Installing collected packages: mypy-extensions, marshmallow, typing-inspect, dataclasses_json 2025-09-07T06:19:27.8931050Z 2025-09-07T06:19:27.8967110Z Successfully installed dataclasses_json-0.6.7 marshmallow-3.26.1 mypy-extensions-1.1.0 typing-inspect-0.9.0 2025-09-07T06:19:27.8989260Z 2025-09-07T06:19:27.8989530Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:19:27.8989820Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:19:27.9341160Z Prepare all required actions 2025-09-07T06:19:27.9341400Z Getting action download info 2025-09-07T06:19:28.0936470Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-09-07T06:19:28.3031340Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-09-07T06:19:28.5142790Z ##[group]Run ./.github/actions/download-build-artifacts 2025-09-07T06:19:28.5143080Z with: 2025-09-07T06:19:28.5143220Z name: macos-py3-arm64 2025-09-07T06:19:28.5143370Z use-gha: true 2025-09-07T06:19:28.5143530Z s3-bucket: gha-artifacts 2025-09-07T06:19:28.5143680Z env: 2025-09-07T06:19:28.5143820Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:28.5143990Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:28.5144170Z TEST_CONFIG: default 2025-09-07T06:19:28.5144340Z SHARD_NUMBER: 1 2025-09-07T06:19:28.5144470Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:28.5144600Z PR_BODY: 2025-09-07T06:19:28.5144750Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:28.5145000Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:28.5145250Z ##[endgroup] 2025-09-07T06:19:28.5174580Z ##[group]Run actions/download-artifact@v4 2025-09-07T06:19:28.5174770Z with: 2025-09-07T06:19:28.5174910Z name: macos-py3-arm64 2025-09-07T06:19:28.5175070Z merge-multiple: false 2025-09-07T06:19:28.5175230Z repository: pytorch/pytorch 2025-09-07T06:19:28.5175400Z run-id: 17524754564 2025-09-07T06:19:28.5175550Z env: 2025-09-07T06:19:28.5175670Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:28.5175880Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:28.5176070Z TEST_CONFIG: default 2025-09-07T06:19:28.5176220Z SHARD_NUMBER: 1 2025-09-07T06:19:28.5176350Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:28.5185420Z PR_BODY: 2025-09-07T06:19:28.5185570Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:28.5185810Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:28.5186070Z ##[endgroup] 2025-09-07T06:19:28.6553040Z Downloading single artifact 2025-09-07T06:19:28.7275830Z Preparing to download the following artifacts: 2025-09-07T06:19:28.7276420Z - macos-py3-arm64 (ID: 3946318124, Size: 71771883, Expected Digest: sha256:050603c2cbb29a5a7810ae03b7998007a9706e82394b51e98750c0679235789a) 2025-09-07T06:19:28.7814570Z Redirecting to blob download url: https://productionresultssa8.blob.core.windows.net/actions-results/f409845e-2ea6-41ce-a516-e066432415ca/workflow-job-run-c5848ebe-9d93-53e5-bf44-77db4c75f816/artifacts/e6751562b1f6f20bcd6ad8a8dad1f3c02045e3fad46dd739dee73dcfde9461bb.zip 2025-09-07T06:19:28.7816450Z Starting download of artifact to: /Users/ec2-user/runner/_work/pytorch/pytorch 2025-09-07T06:19:28.8719420Z (node:83885) [DEP0005] DeprecationWarning: Buffer() is deprecated due to security and usability issues. Please use the Buffer.alloc(), Buffer.allocUnsafe(), or Buffer.from() methods instead. 2025-09-07T06:19:28.8721930Z (Use `node --trace-deprecation ...` to show where the warning was created) 2025-09-07T06:19:29.6122150Z SHA256 digest of downloaded artifact is 050603c2cbb29a5a7810ae03b7998007a9706e82394b51e98750c0679235789a 2025-09-07T06:19:29.6122570Z Artifact download completed successfully. 2025-09-07T06:19:29.6122820Z Total of 1 artifact(s) downloaded 2025-09-07T06:19:29.6126610Z Download artifact has finished successfully 2025-09-07T06:19:29.6174490Z ##[group]Run unzip -o artifacts.zip 2025-09-07T06:19:29.6174750Z unzip -o artifacts.zip 2025-09-07T06:19:29.6187220Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:29.6187560Z env: 2025-09-07T06:19:29.6187700Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:29.6187870Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:29.6188070Z TEST_CONFIG: default 2025-09-07T06:19:29.6188230Z SHARD_NUMBER: 1 2025-09-07T06:19:29.6188370Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:29.6188510Z PR_BODY: 2025-09-07T06:19:29.6188660Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:29.6189270Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:29.6189530Z ##[endgroup] 2025-09-07T06:19:29.6491790Z Archive: artifacts.zip 2025-09-07T06:19:29.6492080Z creating: dist/ 2025-09-07T06:19:30.0989750Z inflating: dist/torch-2.9.0a0+git93fb23d-cp312-cp312-macosx_11_0_arm64.whl 2025-09-07T06:19:30.1115770Z inflating: build/.ninja_log 2025-09-07T06:19:30.1668960Z inflating: build/compile_commands.json 2025-09-07T06:19:30.1669240Z creating: .additional_ci_files/ 2025-09-07T06:19:30.1745440Z inflating: .additional_ci_files/test-times.json 2025-09-07T06:19:30.2092600Z inflating: .additional_ci_files/test-class-times.json 2025-09-07T06:19:30.2113880Z ##[group]Run rm artifacts.zip 2025-09-07T06:19:30.2114110Z rm artifacts.zip 2025-09-07T06:19:30.2126360Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:30.2126610Z env: 2025-09-07T06:19:30.2126740Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:30.2126970Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:30.2127160Z TEST_CONFIG: default 2025-09-07T06:19:30.2127330Z SHARD_NUMBER: 1 2025-09-07T06:19:30.2127470Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:30.2127620Z PR_BODY: 2025-09-07T06:19:30.2127770Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:30.2128020Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:30.2128260Z ##[endgroup] 2025-09-07T06:19:30.2377150Z ##[group]Run df -H 2025-09-07T06:19:30.2377380Z df -H 2025-09-07T06:19:30.2389120Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:30.2389380Z env: 2025-09-07T06:19:30.2389510Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:30.2389700Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:30.2389900Z TEST_CONFIG: default 2025-09-07T06:19:30.2390050Z SHARD_NUMBER: 1 2025-09-07T06:19:30.2390190Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:30.2390370Z PR_BODY: 2025-09-07T06:19:30.2390510Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:30.2390780Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:30.2391030Z ##[endgroup] 2025-09-07T06:19:30.2612610Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-09-07T06:19:30.2613100Z /dev/disk5s2s1 275G 10G 192G 6% 404k 1.9G 0% / 2025-09-07T06:19:30.2613430Z devfs 222k 222k 0B 100% 752 0 100% /dev 2025-09-07T06:19:30.2613780Z /dev/disk5s5 275G 2148M 192G 2% 2 1.9G 0% /System/Volumes/VM 2025-09-07T06:19:30.2614160Z /dev/disk5s3 275G 6122M 192G 4% 1.0k 1.9G 0% /System/Volumes/Preboot 2025-09-07T06:19:30.2614760Z /dev/disk1s2 524M 6312k 406M 2% 1 4.0M 0% /System/Volumes/xarts 2025-09-07T06:19:30.2615180Z /dev/disk1s1 524M 56M 406M 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-09-07T06:19:30.2615560Z /dev/disk1s3 524M 872k 406M 1% 51 4.0M 0% /System/Volumes/Hardware 2025-09-07T06:19:30.2615950Z /dev/disk5s1 275G 63G 192G 25% 2.5M 1.9G 0% /System/Volumes/Data 2025-09-07T06:19:30.2616300Z map auto_home 0B 0B 0B 100% 0 0 - /System/Volumes/Data/home 2025-09-07T06:19:30.2616660Z /dev/disk3s4 245G 123k 226G 1% 18 2.2G 0% /private/tmp/tmp-mount-QQILuO 2025-09-07T06:19:30.2658760Z Prepare all required actions 2025-09-07T06:19:30.2659050Z Getting action download info 2025-09-07T06:19:30.4158800Z ##[group]Run ./.github/actions/download-td-artifacts 2025-09-07T06:19:30.4159130Z with: 2025-09-07T06:19:30.4159440Z use-gha: true 2025-09-07T06:19:30.4159650Z env: 2025-09-07T06:19:30.4159860Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:30.4160140Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:30.4160430Z TEST_CONFIG: default 2025-09-07T06:19:30.4160680Z SHARD_NUMBER: 1 2025-09-07T06:19:30.4160900Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:30.4161130Z PR_BODY: 2025-09-07T06:19:30.4161350Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:30.4161730Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:30.4162130Z ##[endgroup] 2025-09-07T06:19:30.4197220Z ##[group]Run actions/download-artifact@v4 2025-09-07T06:19:30.4197520Z with: 2025-09-07T06:19:30.4197700Z name: td_results.json 2025-09-07T06:19:30.4198000Z merge-multiple: false 2025-09-07T06:19:30.4198280Z repository: pytorch/pytorch 2025-09-07T06:19:30.4198530Z run-id: 17524754564 2025-09-07T06:19:30.4198760Z env: 2025-09-07T06:19:30.4198940Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:30.4199220Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:30.4199500Z TEST_CONFIG: default 2025-09-07T06:19:30.4199690Z SHARD_NUMBER: 1 2025-09-07T06:19:30.4199880Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:30.4200070Z PR_BODY: 2025-09-07T06:19:30.4200250Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:30.4200600Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:30.4200930Z ##[endgroup] 2025-09-07T06:19:30.5492280Z Downloading single artifact 2025-09-07T06:19:30.6173590Z Preparing to download the following artifacts: 2025-09-07T06:19:30.6174170Z - td_results.json (ID: 3946326711, Size: 19220, Expected Digest: sha256:4e50bd2991661035d54df10b0e14dca1ccff030566b5a2ef39646fe4ad849fc4) 2025-09-07T06:19:30.6713920Z Redirecting to blob download url: https://productionresultssa8.blob.core.windows.net/actions-results/f409845e-2ea6-41ce-a516-e066432415ca/workflow-job-run-0964f1a9-7ceb-547d-8790-c99bb392f0cc/artifacts/adc6e1455d65305bef307fe59db64c62b28fcb8f1e044d47ac9f5a2f27485441.zip 2025-09-07T06:19:30.6715630Z Starting download of artifact to: /Users/ec2-user/runner/_work/pytorch/pytorch 2025-09-07T06:19:30.7172980Z (node:83892) [DEP0005] DeprecationWarning: Buffer() is deprecated due to security and usability issues. Please use the Buffer.alloc(), Buffer.allocUnsafe(), or Buffer.from() methods instead. 2025-09-07T06:19:30.7174570Z (Use `node --trace-deprecation ...` to show where the warning was created) 2025-09-07T06:19:30.7237820Z SHA256 digest of downloaded artifact is 4e50bd2991661035d54df10b0e14dca1ccff030566b5a2ef39646fe4ad849fc4 2025-09-07T06:19:30.7238610Z Artifact download completed successfully. 2025-09-07T06:19:30.7239080Z Total of 1 artifact(s) downloaded 2025-09-07T06:19:30.7244740Z Download artifact has finished successfully 2025-09-07T06:19:30.7328270Z ##[group]Run mkdir -p .additional_ci_files 2025-09-07T06:19:30.7328740Z mkdir -p .additional_ci_files 2025-09-07T06:19:30.7329250Z mv td_results.json .additional_ci_files/td_results.json || true 2025-09-07T06:19:30.7349940Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:30.7350460Z env: 2025-09-07T06:19:30.7350720Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:30.7351040Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:30.7351410Z TEST_CONFIG: default 2025-09-07T06:19:30.7351690Z SHARD_NUMBER: 1 2025-09-07T06:19:30.7351950Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:30.7352210Z PR_BODY: 2025-09-07T06:19:30.7352470Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:30.7352930Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:30.7353400Z ##[endgroup] 2025-09-07T06:19:30.7667170Z ##[group]Run .github/scripts/parse_ref.py 2025-09-07T06:19:30.7667520Z .github/scripts/parse_ref.py 2025-09-07T06:19:30.7679850Z shell: /bin/bash -e -l {0} 2025-09-07T06:19:30.7680040Z env: 2025-09-07T06:19:30.7680180Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:30.7680360Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:30.7680580Z TEST_CONFIG: default 2025-09-07T06:19:30.7680850Z SHARD_NUMBER: 1 2025-09-07T06:19:30.7681020Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:30.7681170Z PR_BODY: 2025-09-07T06:19:30.7681330Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:30.7681600Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:30.7681870Z ##[endgroup] 2025-09-07T06:19:30.8367990Z Setting output branch=main 2025-09-07T06:19:30.8454110Z Prepare all required actions 2025-09-07T06:19:30.8454360Z Getting action download info 2025-09-07T06:19:30.9629790Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-09-07T06:19:31.1899810Z ##[group]Run ./.github/actions/filter-test-configs 2025-09-07T06:19:31.1900040Z with: 2025-09-07T06:19:31.1900280Z github-token: *** 2025-09-07T06:19:31.1901040Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]} 2025-09-07T06:19:31.1901920Z job-name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:19:31.1902170Z env: 2025-09-07T06:19:31.1902330Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:31.1902580Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:31.1902770Z TEST_CONFIG: default 2025-09-07T06:19:31.1902920Z SHARD_NUMBER: 1 2025-09-07T06:19:31.1903080Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:31.1903220Z PR_BODY: 2025-09-07T06:19:31.1903360Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:31.1903590Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:31.1903810Z ##[endgroup] 2025-09-07T06:19:31.1925020Z ##[group]Run nick-fields/retry@v3.0.0 2025-09-07T06:19:31.1925210Z with: 2025-09-07T06:19:31.1925330Z shell: bash 2025-09-07T06:19:31.1925460Z timeout_minutes: 10 2025-09-07T06:19:31.1925630Z max_attempts: 5 2025-09-07T06:19:31.1925770Z retry_wait_seconds: 30 2025-09-07T06:19:31.1926260Z command: set -eux # PyYAML 6.0 doesn't work with MacOS x86 anymore # This must run on Python-3.7 (AmazonLinux2) so can't use request=3.32.2 python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-09-07T06:19:31.1926750Z polling_interval_seconds: 1 2025-09-07T06:19:31.1926950Z warning_on_retry: true 2025-09-07T06:19:31.1927160Z continue_on_error: false 2025-09-07T06:19:31.1927340Z env: 2025-09-07T06:19:31.1927470Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:31.1927650Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:31.1927840Z TEST_CONFIG: default 2025-09-07T06:19:31.1927980Z SHARD_NUMBER: 1 2025-09-07T06:19:31.1928100Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:31.1928240Z PR_BODY: 2025-09-07T06:19:31.1928380Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:31.1928600Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:31.1928990Z GITHUB_TOKEN: *** 2025-09-07T06:19:31.1929140Z ##[endgroup] 2025-09-07T06:19:31.2624340Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-09-07T06:19:31.4564250Z Collecting requests==2.27.1 2025-09-07T06:19:31.4579570Z Using cached requests-2.27.1-py2.py3-none-any.whl.metadata (5.0 kB) 2025-09-07T06:19:31.4621480Z Requirement already satisfied: pyyaml==6.0.2 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (6.0.2) 2025-09-07T06:19:31.4748030Z Collecting urllib3<1.27,>=1.21.1 (from requests==2.27.1) 2025-09-07T06:19:31.4769750Z Using cached urllib3-1.26.20-py2.py3-none-any.whl.metadata (50 kB) 2025-09-07T06:19:31.4841990Z Requirement already satisfied: certifi>=2017.4.17 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests==2.27.1) (2025.8.3) 2025-09-07T06:19:31.5214490Z Collecting charset-normalizer~=2.0.0 (from requests==2.27.1) 2025-09-07T06:19:31.5230660Z Using cached charset_normalizer-2.0.12-py3-none-any.whl.metadata (11 kB) 2025-09-07T06:19:31.5272680Z Requirement already satisfied: idna<4,>=2.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests==2.27.1) (3.10) 2025-09-07T06:19:31.5306740Z Using cached requests-2.27.1-py2.py3-none-any.whl (63 kB) 2025-09-07T06:19:31.5334470Z Using cached charset_normalizer-2.0.12-py3-none-any.whl (39 kB) 2025-09-07T06:19:31.5355100Z Using cached urllib3-1.26.20-py2.py3-none-any.whl (144 kB) 2025-09-07T06:19:31.6133380Z Installing collected packages: urllib3, charset-normalizer, requests 2025-09-07T06:19:31.6135350Z Attempting uninstall: urllib3 2025-09-07T06:19:31.6146960Z Found existing installation: urllib3 2.5.0 2025-09-07T06:19:31.6181660Z Uninstalling urllib3-2.5.0: 2025-09-07T06:19:31.6182240Z Successfully uninstalled urllib3-2.5.0 2025-09-07T06:19:31.6634990Z Attempting uninstall: charset-normalizer 2025-09-07T06:19:31.6655880Z Found existing installation: charset-normalizer 3.4.3 2025-09-07T06:19:31.6674510Z Uninstalling charset-normalizer-3.4.3: 2025-09-07T06:19:31.6683630Z Successfully uninstalled charset-normalizer-3.4.3 2025-09-07T06:19:31.6874800Z Attempting uninstall: requests 2025-09-07T06:19:31.6888840Z Found existing installation: requests 2.32.5 2025-09-07T06:19:31.6904220Z Uninstalling requests-2.32.5: 2025-09-07T06:19:31.6909820Z Successfully uninstalled requests-2.32.5 2025-09-07T06:19:31.7139650Z 2025-09-07T06:19:31.7175770Z Successfully installed charset-normalizer-2.0.12 requests-2.27.1 urllib3-1.26.20 2025-09-07T06:19:31.7197190Z 2025-09-07T06:19:31.7197420Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:19:31.7197730Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:19:32.2645180Z Command completed after 1 attempt(s). 2025-09-07T06:19:32.2778880Z ##[group]Run set -x 2025-09-07T06:19:32.2779690Z set -x 2025-09-07T06:19:32.2780350Z  2025-09-07T06:19:32.2781530Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-09-07T06:19:32.2782870Z # in runner workspace 2025-09-07T06:19:32.2783940Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-09-07T06:19:32.2833740Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:32.2834520Z env: 2025-09-07T06:19:32.2835170Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:32.2835810Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:32.2836540Z TEST_CONFIG: default 2025-09-07T06:19:32.2837110Z SHARD_NUMBER: 1 2025-09-07T06:19:32.2837610Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:32.2838170Z PR_BODY: 2025-09-07T06:19:32.2838690Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:32.2839470Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:32.2840340Z ##[endgroup] 2025-09-07T06:19:32.3301750Z + python3 /Users/ec2-user/runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-09-07T06:19:32.3498400Z Setting output branch=main 2025-09-07T06:19:32.3557710Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-09-07T06:19:32.3558000Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-09-07T06:19:32.3558240Z echo "Job name: ${JOB_NAME}" 2025-09-07T06:19:32.3558440Z  2025-09-07T06:19:32.3558720Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-09-07T06:19:32.3559030Z # in runner workspace 2025-09-07T06:19:32.3559330Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-09-07T06:19:32.3559650Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-09-07T06:19:32.3559870Z  --job-name "${JOB_NAME}" \ 2025-09-07T06:19:32.3560770Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]}" \ 2025-09-07T06:19:32.3561770Z  --selected-test-configs "" \ 2025-09-07T06:19:32.3562010Z  --pr-number "${PR_NUMBER}" \ 2025-09-07T06:19:32.3562410Z  --tag "${TAG}" \ 2025-09-07T06:19:32.3562620Z  --event-name "${EVENT_NAME}" \ 2025-09-07T06:19:32.3562840Z  --schedule "${SCHEDULE}" \ 2025-09-07T06:19:32.3563040Z  --branch "${HEAD_BRANCH}" 2025-09-07T06:19:32.3575280Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:32.3575520Z env: 2025-09-07T06:19:32.3575670Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:32.3575850Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:32.3576070Z TEST_CONFIG: default 2025-09-07T06:19:32.3576240Z SHARD_NUMBER: 1 2025-09-07T06:19:32.3576390Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:32.3576560Z PR_BODY: 2025-09-07T06:19:32.3576710Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:32.3576980Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:32.3577470Z GITHUB_TOKEN: *** 2025-09-07T06:19:32.3577720Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:19:32.3577970Z PR_NUMBER: 2025-09-07T06:19:32.3578120Z TAG: 2025-09-07T06:19:32.3578250Z EVENT_NAME: push 2025-09-07T06:19:32.3578400Z SCHEDULE: 2025-09-07T06:19:32.3578550Z HEAD_BRANCH: main 2025-09-07T06:19:32.3578700Z ##[endgroup] 2025-09-07T06:19:32.3787620Z Workflow: trunk 2025-09-07T06:19:32.3787970Z Job name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:19:32.6477980Z Setting output keep-going=True 2025-09-07T06:19:32.6478370Z Setting output ci-verbose-test-logs=False 2025-09-07T06:19:32.6478740Z Setting output ci-test-showlocals=False 2025-09-07T06:19:32.6479130Z Setting output ci-no-test-timeout=False 2025-09-07T06:19:32.6479510Z Setting output ci-no-td=False 2025-09-07T06:19:32.6479850Z Setting output ci-td-distributed=False 2025-09-07T06:19:32.6480210Z Setting output is-unstable=False 2025-09-07T06:19:32.6480520Z Setting output reenabled-issues= 2025-09-07T06:19:32.6482010Z Setting output test-matrix={"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]} 2025-09-07T06:19:32.6483500Z Setting output is-test-matrix-empty=False 2025-09-07T06:19:32.6613860Z ##[group]Run echo "Filtered matrix:" 2025-09-07T06:19:32.6614190Z echo "Filtered matrix:" 2025-09-07T06:19:32.6615300Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]}" 2025-09-07T06:19:32.6616440Z  2025-09-07T06:19:32.6616620Z echo 2025-09-07T06:19:32.6616850Z echo "Is the current job unstable? False" 2025-09-07T06:19:32.6617140Z  2025-09-07T06:19:32.6617290Z echo 2025-09-07T06:19:32.6617520Z echo "Is keep-going label set? True" 2025-09-07T06:19:32.6617790Z  2025-09-07T06:19:32.6617950Z echo 2025-09-07T06:19:32.6618160Z echo "Reenabled issues? " 2025-09-07T06:19:32.6633310Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:32.6633600Z env: 2025-09-07T06:19:32.6633790Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:32.6634020Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:32.6634380Z TEST_CONFIG: default 2025-09-07T06:19:32.6634570Z SHARD_NUMBER: 1 2025-09-07T06:19:32.6634760Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:32.6634970Z PR_BODY: 2025-09-07T06:19:32.6635150Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:32.6635480Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:32.6636010Z ##[endgroup] 2025-09-07T06:19:32.6871710Z Filtered matrix: 2025-09-07T06:19:32.6872650Z {include: [{config: default, shard: 1, num_shards: 3, runner: macos-m1-stable}, {config: default, shard: 2, num_shards: 3, runner: macos-m1-stable}, {config: default, shard: 3, num_shards: 3, runner: macos-m1-stable}, {config: mps, shard: 1, num_shards: 1, runner: macos-m1-14}, {config: mps, shard: 1, num_shards: 1, runner: macos-m2-15}]} 2025-09-07T06:19:32.6873610Z 2025-09-07T06:19:32.6873770Z Is the current job unstable? False 2025-09-07T06:19:32.6873930Z 2025-09-07T06:19:32.6874020Z Is keep-going label set? True 2025-09-07T06:19:32.6874190Z 2025-09-07T06:19:32.6874240Z Reenabled issues? 2025-09-07T06:19:32.6907060Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-09-07T06:19:32.6907400Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-09-07T06:19:32.6919160Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:19:32.6919380Z env: 2025-09-07T06:19:32.6919530Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:32.6919700Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:32.6919890Z TEST_CONFIG: default 2025-09-07T06:19:32.6920050Z SHARD_NUMBER: 1 2025-09-07T06:19:32.6920200Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:32.6920360Z PR_BODY: 2025-09-07T06:19:32.6920490Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:32.6920750Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:32.6920990Z JOB_TIMEOUT: 270 2025-09-07T06:19:32.6921140Z ##[endgroup] 2025-09-07T06:19:32.7165790Z ##[group]Run # shellcheck disable=SC1090 2025-09-07T06:19:32.7166110Z # shellcheck disable=SC1090 2025-09-07T06:19:32.7166310Z set -ex 2025-09-07T06:19:32.7166460Z  2025-09-07T06:19:32.7166640Z # TODO: Remove me later, and properly activate venv 2025-09-07T06:19:32.7166900Z PATH="$VENV_PATH/bin:$PATH" 2025-09-07T06:19:32.7167090Z export PATH 2025-09-07T06:19:32.7167230Z  2025-09-07T06:19:32.7167430Z # Print out some information about the test environment 2025-09-07T06:19:32.7167700Z for tool in python3 python; do 2025-09-07T06:19:32.7167920Z  which $tool 2025-09-07T06:19:32.7168080Z  $tool --version 2025-09-07T06:19:32.7168280Z done 2025-09-07T06:19:32.7168410Z  2025-09-07T06:19:32.7168630Z python3 -mpip install --no-index --no-deps dist/*.whl 2025-09-07T06:19:32.7168860Z  2025-09-07T06:19:32.7169020Z set +e 2025-09-07T06:19:32.7169170Z pushd "${RUNNER_TEMP}" 2025-09-07T06:19:32.7169460Z # Install pip dependencies if they are not found. This is to mitigate a peculiar 2025-09-07T06:19:32.7169870Z # flaky missing dependencies on MacOS 2025-09-07T06:19:32.7170080Z python3 -c "import torch" 2025-09-07T06:19:32.7170270Z RC=$? 2025-09-07T06:19:32.7170400Z popd 2025-09-07T06:19:32.7170540Z  2025-09-07T06:19:32.7170670Z if [ "${RC}" -ne 0 ]; then 2025-09-07T06:19:32.7170970Z  python3 -mpip install --ignore-installed -r "${PIP_REQUIREMENTS_FILE}" 2025-09-07T06:19:32.7171250Z fi 2025-09-07T06:19:32.7171390Z set -e 2025-09-07T06:19:32.7171520Z  2025-09-07T06:19:32.7171650Z .ci/pytorch/macos-test.sh 2025-09-07T06:19:32.7183020Z shell: /bin/bash -e -l {0} 2025-09-07T06:19:32.7183180Z env: 2025-09-07T06:19:32.7183310Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:19:32.7183500Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T06:19:32.7183690Z TEST_CONFIG: default 2025-09-07T06:19:32.7183920Z SHARD_NUMBER: 1 2025-09-07T06:19:32.7184070Z NUM_TEST_SHARDS: 3 2025-09-07T06:19:32.7184230Z PR_BODY: 2025-09-07T06:19:32.7184370Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T06:19:32.7184630Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T06:19:32.7184890Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2025-09-07T06:19:32.7185090Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-09-07T06:19:32.7185290Z CONTINUE_THROUGH_ERROR: True 2025-09-07T06:19:32.7185470Z VERBOSE_TEST_LOGS: False 2025-09-07T06:19:32.7185640Z TEST_SHOWLOCALS: False 2025-09-07T06:19:32.7185800Z NO_TEST_TIMEOUT: False 2025-09-07T06:19:32.7185960Z NO_TD: False 2025-09-07T06:19:32.7186190Z PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt 2025-09-07T06:19:32.7186480Z GITHUB_REPOSITORY: pytorch/pytorch 2025-09-07T06:19:32.7186670Z GITHUB_WORKFLOW: trunk 2025-09-07T06:19:32.7186840Z GITHUB_JOB: test 2025-09-07T06:19:32.7186990Z GITHUB_RUN_ID: 17524754564 2025-09-07T06:19:32.7187160Z GITHUB_RUN_NUMBER: 143911 2025-09-07T06:19:32.7187340Z GITHUB_RUN_ATTEMPT: 1 2025-09-07T06:19:32.7187490Z JOB_ID: 49773898067 2025-09-07T06:19:32.7187720Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T06:19:32.7187960Z REENABLED_ISSUES: 2025-09-07T06:19:32.7188310Z HUGGING_FACE_HUB_TOKEN: *** 2025-09-07T06:19:32.7188480Z ##[endgroup] 2025-09-07T06:19:32.7421350Z + PATH=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin 2025-09-07T06:19:32.7423110Z + export PATH 2025-09-07T06:19:32.7423280Z + for tool in python3 python 2025-09-07T06:19:32.7423470Z + which python3 2025-09-07T06:19:32.7440520Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python3 2025-09-07T06:19:32.7441200Z + python3 --version 2025-09-07T06:19:32.7493430Z Python 3.12.11 2025-09-07T06:19:32.7494950Z + for tool in python3 python 2025-09-07T06:19:32.7495330Z + which python 2025-09-07T06:19:32.7505160Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python 2025-09-07T06:19:32.7505890Z + python --version 2025-09-07T06:19:32.7555650Z Python 3.12.11 2025-09-07T06:19:32.7558220Z + python3 -mpip install --no-index --no-deps dist/torch-2.9.0a0+git93fb23d-cp312-cp312-macosx_11_0_arm64.whl 2025-09-07T06:19:32.9216460Z Processing ./dist/torch-2.9.0a0+git93fb23d-cp312-cp312-macosx_11_0_arm64.whl 2025-09-07T06:19:32.9958990Z Installing collected packages: torch 2025-09-07T06:19:40.1398340Z Successfully installed torch-2.9.0a0+git93fb23d 2025-09-07T06:19:40.1660610Z + set +e 2025-09-07T06:19:40.1661050Z + pushd /Users/ec2-user/runner/_work/_temp 2025-09-07T06:19:40.1661270Z + python3 -c 'import torch' 2025-09-07T06:19:40.1661490Z ~/runner/_work/_temp ~/runner/_work/pytorch/pytorch 2025-09-07T06:19:44.4134660Z + RC=0 2025-09-07T06:19:44.4134870Z ~/runner/_work/pytorch/pytorch 2025-09-07T06:19:44.4135050Z + popd 2025-09-07T06:19:44.4135220Z + '[' 0 -ne 0 ']' 2025-09-07T06:19:44.4135380Z + set -e 2025-09-07T06:19:44.4135520Z + .ci/pytorch/macos-test.sh 2025-09-07T06:19:44.4161660Z ++ dirname .ci/pytorch/macos-test.sh 2025-09-07T06:19:44.4189900Z + source .ci/pytorch/macos-common.sh 2025-09-07T06:19:44.4199070Z +++ dirname .ci/pytorch/macos-common.sh 2025-09-07T06:19:44.4211440Z ++ source .ci/pytorch/common.sh 2025-09-07T06:19:44.4220900Z ++++ dirname .ci/pytorch/common.sh 2025-09-07T06:19:44.4232090Z +++ source .ci/pytorch/common_utils.sh 2025-09-07T06:19:44.4239740Z ++++ declare -f -t trap_add 2025-09-07T06:19:44.4243160Z +++ set -ex -o pipefail 2025-09-07T06:19:44.4243570Z +++ [[ macos-py3-arm64 == *rocm* ]] 2025-09-07T06:19:44.4244490Z +++ BUILD_TEST_LIBTORCH=0 2025-09-07T06:19:44.4245750Z ++ sysctl -a 2025-09-07T06:19:44.4246990Z ++ grep machdep.cpu 2025-09-07T06:19:44.4361970Z machdep.cpu.cores_per_package: 8 2025-09-07T06:19:44.4362200Z machdep.cpu.core_count: 8 2025-09-07T06:19:44.4362390Z machdep.cpu.logical_per_package: 8 2025-09-07T06:19:44.4362610Z machdep.cpu.thread_count: 8 2025-09-07T06:19:44.4362840Z machdep.cpu.brand_string: Apple M1 2025-09-07T06:19:44.4363270Z ++ export MACOSX_DEPLOYMENT_TARGET=11.1 2025-09-07T06:19:44.4363500Z ++ MACOSX_DEPLOYMENT_TARGET=11.1 2025-09-07T06:19:44.4363700Z ++ export CXX=clang++ 2025-09-07T06:19:44.4363860Z ++ CXX=clang++ 2025-09-07T06:19:44.4364010Z ++ export CC=clang 2025-09-07T06:19:44.4364170Z ++ CC=clang 2025-09-07T06:19:44.4364300Z + pushd test 2025-09-07T06:19:44.4364540Z ~/runner/_work/pytorch/pytorch/test ~/runner/_work/pytorch/pytorch 2025-09-07T06:19:44.4367700Z ++ python -c 'import torch; print(int(torch.backends.openmp.is_available()))' 2025-09-07T06:19:45.2570660Z + [[ ! 1 == \1 ]] 2025-09-07T06:19:45.2570910Z + popd 2025-09-07T06:19:45.2571090Z + python -mpip install -r requirements.txt 2025-09-07T06:19:45.2571340Z ~/runner/_work/pytorch/pytorch 2025-09-07T06:19:45.4277670Z Requirement already satisfied: setuptools<80.0,>=70.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 2)) (72.1.0) 2025-09-07T06:19:45.4279470Z Requirement already satisfied: cmake>=3.27 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 3)) (3.27.9) 2025-09-07T06:19:45.4281420Z Requirement already satisfied: ninja in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 4)) (1.10.2.4) 2025-09-07T06:19:45.4282700Z Requirement already satisfied: numpy in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 5)) (1.26.4) 2025-09-07T06:19:45.4284220Z Requirement already satisfied: packaging in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 6)) (23.1) 2025-09-07T06:19:45.4285650Z Requirement already satisfied: pyyaml in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 7)) (6.0.2) 2025-09-07T06:19:45.4287000Z Requirement already satisfied: requests in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (2.27.1) 2025-09-07T06:19:45.4288400Z Requirement already satisfied: six in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 9)) (1.17.0) 2025-09-07T06:19:45.4290330Z Requirement already satisfied: typing-extensions>=4.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 10)) (4.12.2) 2025-09-07T06:19:45.4291890Z Requirement already satisfied: expecttest>=0.3.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 8)) (0.3.0) 2025-09-07T06:19:45.4293200Z Requirement already satisfied: filelock in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 9)) (3.18.0) 2025-09-07T06:19:45.4579870Z Collecting fsspec>=0.8.5 (from -r requirements.txt (line 10)) 2025-09-07T06:19:45.4595530Z Using cached fsspec-2025.9.0-py3-none-any.whl.metadata (10 kB) 2025-09-07T06:19:45.4737490Z Requirement already satisfied: hypothesis in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 11)) (6.56.4) 2025-09-07T06:19:45.4844410Z Collecting jinja2 (from -r requirements.txt (line 12)) 2025-09-07T06:19:45.4860280Z Using cached jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB) 2025-09-07T06:19:45.5014550Z Collecting lintrunner (from -r requirements.txt (line 13)) 2025-09-07T06:19:45.5034710Z Using cached lintrunner-0.12.7-py3-none-macosx_11_0_arm64.whl.metadata (7.2 kB) 2025-09-07T06:19:45.5070280Z Requirement already satisfied: networkx>=2.5.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 14)) (2.8.7) 2025-09-07T06:19:45.5072490Z Requirement already satisfied: optree>=0.13.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 15)) (0.13.0) 2025-09-07T06:19:45.5074020Z Requirement already satisfied: psutil in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 16)) (5.9.8) 2025-09-07T06:19:45.5075830Z Requirement already satisfied: sympy>=1.13.3 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 17)) (1.13.3) 2025-09-07T06:19:45.5153560Z Collecting typing-extensions>=4.10.0 (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 10)) 2025-09-07T06:19:45.5174250Z Using cached typing_extensions-4.15.0-py3-none-any.whl.metadata (3.3 kB) 2025-09-07T06:19:45.5206990Z Requirement already satisfied: wheel in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 19)) (0.45.1) 2025-09-07T06:19:45.5310660Z Collecting build[uv] (from -r requirements.txt (line 7)) 2025-09-07T06:19:45.5324770Z Using cached build-1.3.0-py3-none-any.whl.metadata (5.6 kB) 2025-09-07T06:19:45.5430060Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (1.26.20) 2025-09-07T06:19:45.5433300Z Requirement already satisfied: certifi>=2017.4.17 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (2025.8.3) 2025-09-07T06:19:45.5438860Z Requirement already satisfied: charset-normalizer~=2.0.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (2.0.12) 2025-09-07T06:19:45.5443040Z Requirement already satisfied: idna<4,>=2.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (3.10) 2025-09-07T06:19:45.5558370Z Collecting pyproject_hooks (from build[uv]->-r requirements.txt (line 7)) 2025-09-07T06:19:45.5573070Z Using cached pyproject_hooks-1.2.0-py3-none-any.whl.metadata (1.3 kB) 2025-09-07T06:19:45.6676000Z Collecting uv>=0.1.18 (from build[uv]->-r requirements.txt (line 7)) 2025-09-07T06:19:45.6692840Z Using cached uv-0.8.15-py3-none-macosx_11_0_arm64.whl.metadata (11 kB) 2025-09-07T06:19:45.6770190Z Requirement already satisfied: attrs>=19.2.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from hypothesis->-r requirements.txt (line 11)) (25.3.0) 2025-09-07T06:19:45.6773360Z Requirement already satisfied: sortedcontainers<3.0.0,>=2.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from hypothesis->-r requirements.txt (line 11)) (2.4.0) 2025-09-07T06:19:45.6797580Z Requirement already satisfied: MarkupSafe>=2.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from jinja2->-r requirements.txt (line 12)) (3.0.2) 2025-09-07T06:19:45.6864870Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from sympy>=1.13.3->-r requirements.txt (line 17)) (1.3.0) 2025-09-07T06:19:45.6939740Z Using cached typing_extensions-4.15.0-py3-none-any.whl (44 kB) 2025-09-07T06:19:45.6960780Z Using cached build-1.3.0-py3-none-any.whl (23 kB) 2025-09-07T06:19:45.6988150Z Using cached fsspec-2025.9.0-py3-none-any.whl (199 kB) 2025-09-07T06:19:45.7022980Z Using cached jinja2-3.1.6-py3-none-any.whl (134 kB) 2025-09-07T06:19:45.7051380Z Using cached lintrunner-0.12.7-py3-none-macosx_11_0_arm64.whl (1.8 MB) 2025-09-07T06:19:45.7148780Z Using cached uv-0.8.15-py3-none-macosx_11_0_arm64.whl (17.9 MB) 2025-09-07T06:19:45.7558180Z Using cached pyproject_hooks-1.2.0-py3-none-any.whl (10 kB) 2025-09-07T06:19:45.8299140Z Installing collected packages: uv, typing-extensions, pyproject_hooks, lintrunner, jinja2, fsspec, build 2025-09-07T06:19:45.9295380Z Attempting uninstall: typing-extensions 2025-09-07T06:19:45.9319140Z Found existing installation: typing_extensions 4.12.2 2025-09-07T06:19:45.9329450Z Uninstalling typing_extensions-4.12.2: 2025-09-07T06:19:46.0617690Z Successfully uninstalled typing_extensions-4.12.2 2025-09-07T06:19:46.2559230Z 2025-09-07T06:19:46.2597180Z Successfully installed build-1.3.0 fsspec-2025.9.0 jinja2-3.1.6 lintrunner-0.12.7 pyproject_hooks-1.2.0 typing-extensions-4.15.0 uv-0.8.15 2025-09-07T06:19:46.2619030Z 2025-09-07T06:19:46.2619290Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:19:46.2619610Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:19:46.3086270Z + export TORCH_SERIALIZATION_DEBUG=1 2025-09-07T06:19:46.3086940Z + TORCH_SERIALIZATION_DEBUG=1 2025-09-07T06:19:46.3087200Z + python -mpip install --no-input -r requirements.txt 2025-09-07T06:19:46.4786030Z Requirement already satisfied: setuptools<80.0,>=70.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 2)) (72.1.0) 2025-09-07T06:19:46.4787600Z Requirement already satisfied: cmake>=3.27 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 3)) (3.27.9) 2025-09-07T06:19:46.4789260Z Requirement already satisfied: ninja in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 4)) (1.10.2.4) 2025-09-07T06:19:46.4790830Z Requirement already satisfied: numpy in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 5)) (1.26.4) 2025-09-07T06:19:46.4792270Z Requirement already satisfied: packaging in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 6)) (23.1) 2025-09-07T06:19:46.4793800Z Requirement already satisfied: pyyaml in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 7)) (6.0.2) 2025-09-07T06:19:46.4795100Z Requirement already satisfied: requests in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (2.27.1) 2025-09-07T06:19:46.4796560Z Requirement already satisfied: six in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 9)) (1.17.0) 2025-09-07T06:19:46.4798410Z Requirement already satisfied: typing-extensions>=4.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 10)) (4.15.0) 2025-09-07T06:19:46.4799980Z Requirement already satisfied: expecttest>=0.3.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 8)) (0.3.0) 2025-09-07T06:19:46.4801300Z Requirement already satisfied: filelock in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 9)) (3.18.0) 2025-09-07T06:19:46.4803090Z Requirement already satisfied: fsspec>=0.8.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 10)) (2025.9.0) 2025-09-07T06:19:46.4804450Z Requirement already satisfied: hypothesis in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 11)) (6.56.4) 2025-09-07T06:19:46.4805760Z Requirement already satisfied: jinja2 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 12)) (3.1.6) 2025-09-07T06:19:46.4807100Z Requirement already satisfied: lintrunner in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 13)) (0.12.7) 2025-09-07T06:19:46.4808820Z Requirement already satisfied: networkx>=2.5.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 14)) (2.8.7) 2025-09-07T06:19:46.4810480Z Requirement already satisfied: optree>=0.13.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 15)) (0.13.0) 2025-09-07T06:19:46.4812060Z Requirement already satisfied: psutil in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 16)) (5.9.8) 2025-09-07T06:19:46.4813530Z Requirement already satisfied: sympy>=1.13.3 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 17)) (1.13.3) 2025-09-07T06:19:46.4815620Z Requirement already satisfied: wheel in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 19)) (0.45.1) 2025-09-07T06:19:46.4817050Z Requirement already satisfied: build[uv] in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from -r requirements.txt (line 7)) (1.3.0) 2025-09-07T06:19:46.4888450Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (1.26.20) 2025-09-07T06:19:46.4891440Z Requirement already satisfied: certifi>=2017.4.17 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (2025.8.3) 2025-09-07T06:19:46.4897100Z Requirement already satisfied: charset-normalizer~=2.0.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (2.0.12) 2025-09-07T06:19:46.4901340Z Requirement already satisfied: idna<4,>=2.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from requests->-r /Users/ec2-user/runner/_work/pytorch/pytorch/requirements-build.txt (line 8)) (3.10) 2025-09-07T06:19:46.4940270Z Requirement already satisfied: pyproject_hooks in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from build[uv]->-r requirements.txt (line 7)) (1.2.0) 2025-09-07T06:19:46.4945350Z Requirement already satisfied: uv>=0.1.18 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from build[uv]->-r requirements.txt (line 7)) (0.8.15) 2025-09-07T06:19:46.5007810Z Requirement already satisfied: attrs>=19.2.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from hypothesis->-r requirements.txt (line 11)) (25.3.0) 2025-09-07T06:19:46.5010890Z Requirement already satisfied: sortedcontainers<3.0.0,>=2.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from hypothesis->-r requirements.txt (line 11)) (2.4.0) 2025-09-07T06:19:46.5035730Z Requirement already satisfied: MarkupSafe>=2.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from jinja2->-r requirements.txt (line 12)) (3.0.2) 2025-09-07T06:19:46.5088700Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from sympy>=1.13.3->-r requirements.txt (line 17)) (1.3.0) 2025-09-07T06:19:46.5822730Z 2025-09-07T06:19:46.5823120Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:19:46.5823420Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:19:46.6103050Z + [[ default == *\p\e\r\f\_\a\l\l* ]] 2025-09-07T06:19:46.6103320Z + [[ default == *\p\e\r\f\_\t\o\r\c\h\b\e\n\c\h* ]] 2025-09-07T06:19:46.6103530Z + [[ default == *\p\e\r\f\_\h\f* ]] 2025-09-07T06:19:46.6103740Z + [[ default == *\p\e\r\f\_\t\i\m\m* ]] 2025-09-07T06:19:46.6103990Z + [[ default == *\p\e\r\f\_\s\m\o\k\e\t\e\s\t* ]] 2025-09-07T06:19:46.6104280Z + [[ default == *\a\o\t\_\i\n\d\u\c\t\o\r\_\p\e\r\f\_\s\m\o\k\e\t\e\s\t* ]] 2025-09-07T06:19:46.6104580Z + [[ default == *\m\p\s* ]] 2025-09-07T06:19:46.6104760Z + [[ 3 -gt 1 ]] 2025-09-07T06:19:46.6104930Z + test_python_shard 1 2025-09-07T06:19:46.6105100Z + [[ -z 3 ]] 2025-09-07T06:19:46.6105660Z + setup_test_python 2025-09-07T06:19:46.6105840Z + export GLOO_SOCKET_IFNAME=lo0 2025-09-07T06:19:46.6106050Z + GLOO_SOCKET_IFNAME=lo0 2025-09-07T06:19:46.6107250Z ++ ninja --version 2025-09-07T06:19:46.7692990Z + echo 'Ninja version: 1.10.2.git.kitware.jobserver-1' 2025-09-07T06:19:46.7693300Z Ninja version: 1.10.2.git.kitware.jobserver-1 2025-09-07T06:19:46.7696510Z ++ which python 2025-09-07T06:19:46.7710020Z ++ python --version 2025-09-07T06:19:46.7787530Z + echo 'Python version: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python (Python 3.12.11)' 2025-09-07T06:19:46.7788270Z Python version: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python (Python 3.12.11) 2025-09-07T06:19:46.7788760Z + ulimit -n 16384 2025-09-07T06:19:46.7791250Z + python test/run_test.py --verbose --exclude-jit-executor --exclude-distributed-tests --shard 1 3 2025-09-07T06:19:51.6663550Z Found test times from artifacts 2025-09-07T06:19:51.7032900Z Found test times from artifacts 2025-09-07T06:19:51.7043980Z Running all tests 2025-09-07T06:19:51.7235020Z Running parallel tests on 3 processes 2025-09-07T06:19:51.7241360Z Name: tests to run (est. time: 53.16min) 2025-09-07T06:19:51.7242550Z Serial tests (47): 2025-09-07T06:19:51.7242730Z test_ci_sanity_check_fail 1/1 2025-09-07T06:19:51.7242960Z test_reductions 1/1 2025-09-07T06:19:51.7243140Z test_extension_utils 1/1 2025-09-07T06:19:51.7243330Z inductor/test_flex_attention 1/1 2025-09-07T06:19:51.7243570Z inductor/test_cutlass_backend 1/1 2025-09-07T06:19:51.7243780Z test_cpp_api_parity 1/1 2025-09-07T06:19:51.7243970Z test_fx 1/1 2025-09-07T06:19:51.7244150Z test_transformers_privateuse1 1/1 2025-09-07T06:19:51.7244350Z test_openreg 1/1 2025-09-07T06:19:51.7244540Z inductor/test_benchmark_fusion 1/1 2025-09-07T06:19:51.7244740Z test_show_pickle 1/1 2025-09-07T06:19:51.7244900Z test_utils 1/1 2025-09-07T06:19:51.7245070Z test_tensorexpr 1/1 2025-09-07T06:19:51.7245260Z inductor/test_max_autotune 1/1 2025-09-07T06:19:51.7245470Z test_multiprocessing 1/1 2025-09-07T06:19:51.7245770Z test_dispatch 1/1 2025-09-07T06:19:51.7245940Z test_namedtuple_return_api 1/1 2025-09-07T06:19:51.7246130Z test_cpp_extensions_mtia_backend 1/1 2025-09-07T06:19:51.7246350Z test_jit_disabled 1/1 2025-09-07T06:19:51.7246510Z test_fake_tensor 1/1 2025-09-07T06:19:51.7246660Z test_cuda_trace 1/1 2025-09-07T06:19:51.7246840Z test_cpp_extensions_stream_and_event 1/1 2025-09-07T06:19:51.7247060Z test_python_dispatch 1/1 2025-09-07T06:19:51.7247250Z test_tensor_creation_ops 1/1 2025-09-07T06:19:51.7247450Z test_cuda_nvml_based_avail 1/1 2025-09-07T06:19:51.7247650Z test_autograd_fallback 1/1 2025-09-07T06:19:51.7247830Z dynamo/test_fake_distributed 1/1 2025-09-07T06:19:51.7248030Z inductor/test_distributed_patterns 1/1 2025-09-07T06:19:51.7248210Z test_autocast 1/1 2025-09-07T06:19:51.7248360Z test_torch 1/1 2025-09-07T06:19:51.7248490Z test_sort_and_select 1/1 2025-09-07T06:19:51.7248660Z test_cpp_extensions_jit 1/1 2025-09-07T06:19:51.7248830Z test_native_mha 1/1 2025-09-07T06:19:51.7248980Z test_cuda_primary_ctx 1/1 2025-09-07T06:19:51.7249130Z test_nn 1/1 2025-09-07T06:19:51.7249260Z nn/test_pooling 1/1 2025-09-07T06:19:51.7249420Z test_multiprocessing_spawn 1/1 2025-09-07T06:19:51.7249600Z nn/test_convolution 1/1 2025-09-07T06:19:51.7249750Z test_overrides 1/1 2025-09-07T06:19:51.7249900Z test_mobile_optimizer 1/1 2025-09-07T06:19:51.7250060Z test_spectral_ops 1/1 2025-09-07T06:19:51.7250230Z distributions/test_distributions 1/1 2025-09-07T06:19:51.7250410Z doctests 1/1 2025-09-07T06:19:51.7250540Z test_autoload_disable 1/1 2025-09-07T06:19:51.7250700Z test_autoload_enable 1/1 2025-09-07T06:19:51.7250870Z test_cpp_extensions_aot_ninja 1/1 2025-09-07T06:19:51.7251060Z test_cpp_extensions_aot_no_ninja 1/1 2025-09-07T06:19:51.7251240Z Parallel tests (138): 2025-09-07T06:19:51.7251590Z inductor/test_kernel_benchmark 1/1 2025-09-07T06:19:51.7251790Z inductor/test_cudagraph_trees 1/1 2025-09-07T06:19:51.7251980Z inductor/test_compile_subprocess 1/2 2025-09-07T06:19:51.7252170Z inductor/test_minifier 1/1 2025-09-07T06:19:51.7252340Z test_cuda_expandable_segments 1/1 2025-09-07T06:19:51.7252560Z inductor/test_torchinductor_dynamic_shapes 2/4 2025-09-07T06:19:51.7252800Z inductor/test_torchinductor_dynamic_shapes 4/4 2025-09-07T06:19:51.7253010Z export/test_torchbind 1/1 2025-09-07T06:19:51.7253170Z test_nestedtensor 1/2 2025-09-07T06:19:51.7253330Z inductor/test_padding 1/1 2025-09-07T06:19:51.7253490Z dynamo/test_subclasses 1/1 2025-09-07T06:19:51.7253660Z export/test_draft_export 1/1 2025-09-07T06:19:51.7253830Z test_sparse 1/1 2025-09-07T06:19:51.7253960Z test_package 1/1 2025-09-07T06:19:51.7254110Z export/test_retraceability 1/1 2025-09-07T06:19:51.7254290Z export/test_export_strict 1/1 2025-09-07T06:19:51.7254490Z inductor/test_triton_extension_backend 1/1 2025-09-07T06:19:51.7254680Z test_autoload 1/1 2025-09-07T06:19:51.7254890Z dynamo/test_deque_reconstruct 1/1 2025-09-07T06:19:51.7255070Z test_utils_config_module 1/1 2025-09-07T06:19:51.7255240Z test_mkl_verbose 1/1 2025-09-07T06:19:51.7255410Z export/test_unflatten_training_ir 1/1 2025-09-07T06:19:51.7255610Z inductor/test_cpp_wrapper_hipify 1/1 2025-09-07T06:19:51.7255800Z inductor/test_external_callables 1/1 2025-09-07T06:19:51.7256000Z inductor/test_remote_cache 1/1 2025-09-07T06:19:51.7256210Z export/test_export_training_ir_to_run_decomp 1/1 2025-09-07T06:19:51.7256460Z inductor/test_ck_backend 1/1 2025-09-07T06:19:51.7256650Z inductor/test_best_config 1/1 2025-09-07T06:19:51.7256850Z inductor/test_triton_wrapper 1/1 2025-09-07T06:19:51.7257070Z inductor/test_move_constructors_to_cuda 1/1 2025-09-07T06:19:51.7257300Z inductor/test_autoheuristic 1/1 2025-09-07T06:19:51.7263580Z inductor/test_subgraph_choice 1/1 2025-09-07T06:19:51.7263790Z inductor/test_cpu_cpp_wrapper 1/1 2025-09-07T06:19:51.7264040Z export/test_passes 1/1 2025-09-07T06:19:51.7264220Z inductor/test_kernel_optimization 1/1 2025-09-07T06:19:51.7264400Z test_namedtensor 1/1 2025-09-07T06:19:51.7264560Z dynamo/test_autograd_function 1/1 2025-09-07T06:19:51.7264750Z inductor/test_alignment 1/1 2025-09-07T06:19:51.7264910Z dynamo/test_config 1/1 2025-09-07T06:19:51.7265070Z dynamo/test_compile 1/1 2025-09-07T06:19:51.7265220Z test_openmp 1/1 2025-09-07T06:19:51.7265360Z functorch/test_ops 1/2 2025-09-07T06:19:51.7265610Z cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 2025-09-07T06:19:51.7265900Z inductor/test_cooperative_reductions 1/1 2025-09-07T06:19:51.7266100Z inductor/test_cudacodecache 1/1 2025-09-07T06:19:51.7266280Z inductor/test_halide 1/1 2025-09-07T06:19:51.7266450Z inductor/test_multi_kernel 1/1 2025-09-07T06:19:51.7266640Z inductor/test_loop_ordering 1/1 2025-09-07T06:19:51.7266820Z inductor/test_perf 1/1 2025-09-07T06:19:51.7266970Z test_jit 1/1 2025-09-07T06:19:51.7267110Z nn/test_multihead_attention 1/1 2025-09-07T06:19:51.7267300Z inductor/test_snode_runtime 1/1 2025-09-07T06:19:51.7267490Z distributions/test_constraints 1/1 2025-09-07T06:19:51.7267680Z functorch/test_ac_knapsack 1/1 2025-09-07T06:19:51.7267870Z profiler/test_record_function 1/1 2025-09-07T06:19:51.7268070Z export/test_serialize 1/1 2025-09-07T06:19:51.7268240Z test_ops_gradients 1/1 2025-09-07T06:19:51.7268400Z functorch/test_vmap 1/1 2025-09-07T06:19:51.7268570Z dynamo/test_flat_apply 1/1 2025-09-07T06:19:51.7268740Z export/test_unflatten 1/1 2025-09-07T06:19:51.7268910Z lazy/test_step_closures 1/1 2025-09-07T06:19:51.7269080Z test_monitor 1/1 2025-09-07T06:19:51.7269240Z functorch/test_logging 1/1 2025-09-07T06:19:51.7269400Z test_stateless 1/1 2025-09-07T06:19:51.7269700Z torch_np/numpy_tests/core/test_numeric 1/1 2025-09-07T06:19:51.7269900Z test_weak 1/1 2025-09-07T06:19:51.7270090Z inductor/test_mkldnn_pattern_matcher 1/1 2025-09-07T06:19:51.7270290Z dynamo/test_optimizers 1/1 2025-09-07T06:19:51.7270460Z test_content_store 1/1 2025-09-07T06:19:51.7270640Z inductor/test_custom_lowering 1/1 2025-09-07T06:19:51.7270820Z dynamo/test_profiler 1/1 2025-09-07T06:19:51.7270990Z optim/test_lrscheduler 1/1 2025-09-07T06:19:51.7271160Z inductor/test_config 1/1 2025-09-07T06:19:51.7271330Z dynamo/test_sources 1/1 2025-09-07T06:19:51.7271500Z dynamo/test_base_hop 1/1 2025-09-07T06:19:51.7271670Z export/test_nativert 1/1 2025-09-07T06:19:51.7271840Z dynamo/test_backends 1/1 2025-09-07T06:19:51.7272020Z dynamo/test_verify_correctness 1/1 2025-09-07T06:19:51.7272220Z dynamo/test_python_dispatcher 1/1 2025-09-07T06:19:51.7272430Z test_set_default_mobile_cpu_allocator 1/1 2025-09-07T06:19:51.7272640Z torch_np/test_indexing 1/1 2025-09-07T06:19:51.7272830Z torch_np/test_scalars_0D_arrays 1/1 2025-09-07T06:19:51.7273040Z test_numba_integration 1/1 2025-09-07T06:19:51.7273290Z dynamo/test_cudagraphs 1/1 2025-09-07T06:19:51.7273470Z dynamo/test_deviceguard 1/1 2025-09-07T06:19:51.7273670Z torch_np/numpy_tests/lib/test_function_base 1/1 2025-09-07T06:19:51.7273900Z test_tensorboard 1/1 2025-09-07T06:19:51.7274080Z dynamo/test_higher_order_ops 1/1 2025-09-07T06:19:51.7274280Z dynamo/test_comptime 1/1 2025-09-07T06:19:51.7274440Z test_datapipe 1/1 2025-09-07T06:19:51.7274590Z dynamo/test_debug_utils 1/1 2025-09-07T06:19:51.7274780Z test_out_dtype_op 1/1 2025-09-07T06:19:51.7274960Z functorch/test_eager_transforms 1/1 2025-09-07T06:19:51.7275140Z export/test_hop 1/1 2025-09-07T06:19:51.7275290Z profiler/test_cpp_thread 1/1 2025-09-07T06:19:51.7275480Z inductor/test_auto_functionalize 1/1 2025-09-07T06:19:51.7275670Z torch_np/test_function_base 1/1 2025-09-07T06:19:51.7275950Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 2025-09-07T06:19:51.7276230Z dynamo/test_aot_autograd 1/1 2025-09-07T06:19:51.7276490Z dynamo/test_graph_deduplication 1/1 2025-09-07T06:19:51.7276690Z test_model_exports_to_core_aten 1/1 2025-09-07T06:19:51.7276870Z test_itt 1/1 2025-09-07T06:19:51.7277000Z test_modules 1/1 2025-09-07T06:19:51.7277160Z inductor/test_custom_partitioner_fn 1/1 2025-09-07T06:19:51.7277340Z test_decomp 4/5 2025-09-07T06:19:51.7277470Z test_decomp 5/5 2025-09-07T06:19:51.7277610Z optim/test_optim 1/1 2025-09-07T06:19:51.7277760Z test_jit_llga_fuser 1/1 2025-09-07T06:19:51.7277920Z nn/test_module_hooks 1/1 2025-09-07T06:19:51.7278070Z test_view_ops 1/1 2025-09-07T06:19:51.7278240Z test_xnnpack_integration 1/1 2025-09-07T06:19:51.7278420Z test_mkldnn 1/1 2025-09-07T06:19:51.7278580Z torch_np/numpy_tests/core/test_dlpack 1/1 2025-09-07T06:19:51.7278770Z test_linalg 1/1 2025-09-07T06:19:51.7278900Z test_mkldnn_fusion 1/1 2025-09-07T06:19:51.7279060Z test_sparse_csr 1/1 2025-09-07T06:19:51.7279210Z test_scatter_gather_ops 1/1 2025-09-07T06:19:51.7279390Z dynamo/test_python_autograd 1/1 2025-09-07T06:19:51.7279600Z torch_np/numpy_tests/core/test_scalar_methods 1/1 2025-09-07T06:19:51.7279850Z torch_np/numpy_tests/core/test_numerictypes 1/1 2025-09-07T06:19:51.7280070Z profiler/test_memory_profiler 1/1 2025-09-07T06:19:51.7280250Z test_unary_ufuncs 1/1 2025-09-07T06:19:51.7280410Z lazy/test_debug_util 1/1 2025-09-07T06:19:51.7280570Z nn/test_init 1/1 2025-09-07T06:19:51.7280740Z torch_np/numpy_tests/lib/test_arraysetops 1/1 2025-09-07T06:19:51.7280960Z test_functional_autograd_benchmark 1/1 2025-09-07T06:19:51.7281160Z test_function_schema 1/1 2025-09-07T06:19:51.7281320Z test_type_promotion 1/1 2025-09-07T06:19:51.7281500Z torch_np/test_reductions 1/1 2025-09-07T06:19:51.7281660Z test_dlpack 1/1 2025-09-07T06:19:51.7281950Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 2025-09-07T06:19:51.7282180Z profiler/test_profiler_tree 1/1 2025-09-07T06:19:51.7282350Z test_prims 1/1 2025-09-07T06:19:51.7282490Z test_jit_autocast 1/1 2025-09-07T06:19:51.7282650Z profiler/test_torch_tidy 1/1 2025-09-07T06:19:51.7282830Z profiler/test_python_tracer 1/1 2025-09-07T06:19:51.7283010Z lazy/test_reuse_ir 1/1 2025-09-07T06:19:51.7283180Z test_quantization 1/1 2025-09-07T06:19:51.7283360Z Name: excluded (est. time: 0.0min) 2025-09-07T06:19:51.7283540Z Serial tests (0): 2025-09-07T06:19:51.7283690Z Parallel tests (0): 2025-09-07T06:19:51.7283930Z Running test_ci_sanity_check_fail 1/1 ... [2025-09-07 06:19:51.726720] 2025-09-07T06:19:51.7284210Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:19:51.7284960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_ci_sanity_check_fail.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:19:51.726945] 2025-09-07T06:19:51.7286080Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /Users/ec2-user/runner/_work/pytorch/pytorch/test/.pytorch-disabled-tests.json 2025-09-07T06:19:51.7286630Z Ignoring disabled issues: [''] 2025-09-07T06:19:58.7103800Z Running test_reductions 1/1 ... [2025-09-07 06:19:58.710250] 2025-09-07T06:19:58.7104100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:19:58.7105970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_reductions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:19:58.710521] 2025-09-07T06:19:58.7106810Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-09-07T06:19:58.7107110Z Uploading artifacts took 0.00 seconds 2025-09-07T06:21:27.0436440Z 2025-09-07T06:21:27.0437040Z test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_reductions_1.1_29422cac300012d6_.log 2025-09-07T06:21:27.1440440Z Running 4673 items in this shard: test/test_reductions.py::TestReductionsCPU::test_accreal_type_cpu, test/test_reductions.py::TestReductionsCPU::test_all_any_cpu, test/test_reductions.py::TestReductionsCPU::test_all_any_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_float16, 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test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_sum_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_var_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_var_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_var_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_masked_var_cpu_float16, 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test/test_reductions.py::TestReductionsCPU::test_result_dtype_mean_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nanmean_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nanmean_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nanmean_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nanmean_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_std_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_std_mean_all_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_std_mean_cpu, test/test_reductions.py::TestReductionsCPU::test_std_mean_some_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_all_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_sum_all_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_cpu_device_mismatch_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_dim_reduction_uint8_overflow_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_integer_upcast_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_noncontig_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_noncontig_lowp_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_sum_noncontig_lowp_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_sum_out_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_parallel_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_tensor_compare_ops_argmax_argmix_kthvalue_dim_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_tensor_compare_ops_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_tensor_reduce_ops_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_var_cpu, test/test_reductions.py::TestReductionsCPU::test_var_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_var_large_input_cpu, test/test_reductions.py::TestReductionsCPU::test_var_mean_all_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_var_mean_cpu, test/test_reductions.py::TestReductionsCPU::test_var_mean_some_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_var_stability2_cpu, test/test_reductions.py::TestReductionsCPU::test_var_stability_cpu, test/test_reductions.py::TestReductionsCPU::test_var_unbiased_cpu, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_float64 2025-09-07T06:21:27.2767390Z 2025-09-07T06:21:27.2767790Z Running test_extension_utils 1/1 ... [2025-09-07 06:21:27.047619] 2025-09-07T06:21:27.2768510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:21:27.2790700Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_extension_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:21:27.047965] 2025-09-07T06:21:28.8084650Z 2025-09-07T06:21:28.8085220Z test_extension_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_extension_utils_1.1_9ed2c4579cd5d062_.log 2025-09-07T06:21:28.8086320Z Running 2 items in this shard: test/test_extension_utils.py::TestExtensionUtils::test_external_module_register, test/test_extension_utils.py::TestExtensionUtils::test_external_module_register_with_renamed_backend 2025-09-07T06:21:28.8086950Z 2025-09-07T06:21:28.8088810Z Running inductor/test_flex_attention 1/1 ... [2025-09-07 06:21:28.808818] 2025-09-07T06:21:28.8089330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:21:28.8092050Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_flex_attention.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:21:28.809105] 2025-09-07T06:21:32.4898820Z 2025-09-07T06:21:32.4899460Z inductor/test_flex_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_attention_1.1_66144f6aa62abbaf_.log 2025-09-07T06:21:32.5051650Z Running 504 items in this shard: test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_causal_mask_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod0_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod1_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod2_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod3_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod4_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod5_cpu_float32, 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test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu 2025-09-07T06:21:32.5198920Z 2025-09-07T06:21:32.5199070Z Running inductor/test_cutlass_backend 1/1 ... [2025-09-07 06:21:32.490547] 2025-09-07T06:21:32.5199370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:21:32.5200240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cutlass_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:21:32.490807] 2025-09-07T06:21:34.9482100Z 2025-09-07T06:21:34.9482750Z inductor/test_cutlass_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cutlass_backend_1.1_0924914ba45af726_.log 2025-09-07T06:21:34.9488370Z 2025-09-07T06:21:34.9488670Z Running test_cpp_api_parity 1/1 ... [2025-09-07 06:21:34.948478] 2025-09-07T06:21:34.9488950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:21:34.9489730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cpp_api_parity.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:21:34.948721] 2025-09-07T06:21:54.1121410Z 2025-09-07T06:21:54.1121950Z test_cpp_api_parity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_api_parity_1.1_797fdbcd108c6da6_.log 2025-09-07T06:21:54.1234770Z Running 488 items in this shard: test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_mean, 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test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim3, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim3_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_lastdim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_lastdim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_special, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_special_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_multimarginloss_1d_input_0d_target_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_multimarginloss_1d_input_0d_target_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_has_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_has_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_no_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_no_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim0, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim0_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim3, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim3_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_dtype, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_dtype_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_dtype, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_dtype_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_special, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_special_cuda 2025-09-07T06:21:54.1339670Z 2025-09-07T06:21:54.1339770Z Running test_fx 1/1 ... [2025-09-07 06:21:54.112779] 2025-09-07T06:21:54.1340000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:21:54.1340660Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_fx.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:21:54.113050] 2025-09-07T06:22:11.3486010Z 2025-09-07T06:22:11.3486470Z test_fx 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_1.1_03613ed4db575dfa_.log 2025-09-07T06:22:11.3736010Z Running 1154 items in this shard: test/test_fx.py::TestCommonPass::test_correctness_CSEPass_MutationInput_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_MutationMetadata_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_MutationTorchTensorCall_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_Mutation_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_ReturnList_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_TakeList_cpu, test/test_fx.py::TestCommonPass::test_correctness_factory_CSEPass_FactoryFunctionCall_cpu, test/test_fx.py::TestCommonPass::test_correctness_factory_CSEPass_MutationFactory_cpu, test/test_fx.py::TestCSEPass::test_banned_list, test/test_fx.py::TestCSEPass::test_empty, test/test_fx.py::TestCSEPass::test_immutable_list_multiple_entries, test/test_fx.py::TestCSEPass::test_immutable_list_type, test/test_fx.py::TestCSEPass::test_kwarg, test/test_fx.py::TestCSEPass::test_nested_immutable_list_type, test/test_fx.py::TestCSEPass::test_nochange, test/test_fx.py::TestCSEPass::test_rand_like, test/test_fx.py::TestCSEPass::test_rand_n, test/test_fx.py::TestCSEPass::test_random, test/test_fx.py::TestCSEPass::test_simple, test/test_fx.py::TestCSEPass::test_simple_2, test/test_fx.py::TestCSEPass::test_simple_multiple_same_ops, test/test_fx.py::TestCSEPass::test_two_args, test/test_fx.py::TestCSEPass::test_two_args_default, test/test_fx.py::TestDCE::test_dead_chain, test/test_fx.py::TestDCE::test_dead_getattr, test/test_fx.py::TestDCE::test_dead_placeholder, test/test_fx.py::TestDCE::test_dead_placeholder_with_user, test/test_fx.py::TestDCE::test_impure_custom, test/test_fx.py::TestDCE::test_impure_kwargs, test/test_fx.py::TestDCE::test_impure_nodes_args, test/test_fx.py::TestDCE::test_impure_random, test/test_fx.py::TestDCE::test_keep_collectives, test/test_fx.py::TestDCE::test_keep_collectives_no_overload, test/test_fx.py::TestDCE::test_keep_module_with_side_effects, test/test_fx.py::TestDCE::test_keep_setitem, test/test_fx.py::TestDCE::test_keep_torch_assert, test/test_fx.py::TestDCE::test_simple, test/test_fx.py::TestConstFold::test_check_inline_non_const, test/test_fx.py::TestConstFold::test_check_inline_non_const_mult_return, test/test_fx.py::TestConstFold::test_check_skip_folding_quant_dequant_pattern, test/test_fx.py::TestConstFold::test_const_fold_basic_one_attr_name_collision, test/test_fx.py::TestConstFold::test_const_fold_basic_one_attr_no_name_collision, test/test_fx.py::TestConstFold::test_const_fold_basic_placeholder_reordered, test/test_fx.py::TestConstFold::test_const_fold_basic_two_attr, test/test_fx.py::TestConstFold::test_const_fold_basic_two_attr_three_input, test/test_fx.py::TestConstFold::test_const_fold_has_inlined_call_module_node, test/test_fx.py::TestConstFold::test_const_fold_module_attr, test/test_fx.py::TestConstFold::test_const_fold_multi_const_folded_attrs, test/test_fx.py::TestConstFold::test_const_fold_noop, test/test_fx.py::TestConstFold::test_const_fold_submod_hierarchy, test/test_fx.py::TestConstFold::test_const_fold_tensor_meta, test/test_fx.py::TestConstFold::test_const_fold_unused_placeholder, test/test_fx.py::TestConstFold::test_dict_output, test/test_fx.py::TestConstFold::test_fold_module, test/test_fx.py::TestConstFold::test_retain_node_meta, test/test_fx.py::TestConstFold::test_three_outputs, test/test_fx.py::TestConstFold::test_two_outputs, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_dim_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_ndim_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_nelement_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_numel_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_shape_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_size_const, test/test_fx.py::AnnotationsTest::test_annotate, test/test_fx.py::AnnotationsTest::test_annotations, test/test_fx.py::AnnotationsTest::test_broadcasting1, test/test_fx.py::AnnotationsTest::test_broadcasting2, test/test_fx.py::AnnotationsTest::test_broadcasting3, test/test_fx.py::AnnotationsTest::test_consistency, test/test_fx.py::AnnotationsTest::test_precision, test/test_fx.py::TypeCheckerTest::test_flatten_fully_static, test/test_fx.py::TypeCheckerTest::test_resnet50, test/test_fx.py::TypeCheckerTest::test_symbolic_add_with_broadcast, test/test_fx.py::TypeCheckerTest::test_symbolic_add_with_broadcast_2, test/test_fx.py::TypeCheckerTest::test_type_check_add_false, test/test_fx.py::TypeCheckerTest::test_type_check_add_true, test/test_fx.py::TypeCheckerTest::test_type_check_add_with_broadcast, test/test_fx.py::TypeCheckerTest::test_type_check_add_with_scalar, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_2D, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_2D_broadcast, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_2D_false, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_symbolic, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_2, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_2_fully_static, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_maxpool2d_flatten, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_types, test/test_fx.py::TypeCheckerTest::test_type_check_flatten, test/test_fx.py::TypeCheckerTest::test_type_check_flatten3, test/test_fx.py::TypeCheckerTest::test_type_check_flatten_2, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_dyn_false, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_dyn_true, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_dyn_true_param_false, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_false, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_true, test/test_fx.py::TypeCheckerTest::test_type_check_symbolic_inferenceconv2D_maxpool2d_flatten, test/test_fx.py::TypeCheckerTest::test_type_check_transpose_False, test/test_fx.py::TypeCheckerTest::test_type_check_transpose_true, test/test_fx.py::TypeCheckerTest::test_type_maxpool2d_fully_static, test/test_fx.py::TypeCheckerTest::test_type_typechecl_maxpool2d_3dinput, test/test_fx.py::TypeCheckerTest::test_typecheck_basicblock, test/test_fx.py::TestMatcher::test_matcher_with_name_node_map_function, test/test_fx.py::TestMatcher::test_matcher_with_name_node_map_module, test/test_fx.py::TestMatcher::test_split_to_graph_and_name_node_map, test/test_fx.py::TestMatcher::test_subgraph_matcher_ignore_literals, test/test_fx.py::TestMatcher::test_subgraph_matcher_with_attributes, test/test_fx.py::TestMatcher::test_subgraph_matcher_with_list, test/test_fx.py::TestMatcher::test_subgraph_matcher_with_list_bad, test/test_fx.py::TestMatcher::test_variatic_arg_matching, test/test_fx.py::TestPassManager::test_pass_manager, test/test_fx.py::TestPassManager::test_pass_manager_bad_checks, test/test_fx.py::TestPassManager::test_pass_manager_checks, test/test_fx.py::TestPassManager::test_pass_manager_error, test/test_fx.py::TestPassManager::test_this_before_that_pass_constraint, test/test_fx.py::TestPassManager::test_topological_sort, test/test_fx.py::TestSourceMatcher::test_legalize_slice, test/test_fx.py::TestSourceMatcher::test_module_partitioner_conv_relu_maxpool, test/test_fx.py::TestSourceMatcher::test_module_partitioner_conv_relu_maxpool_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_conv_relu_maxpool_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_conv_relu_conv, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_conv_relu_conv_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_conv_relu_conv_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_linear_relu_linear, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_linear_relu_linear_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_linear_relu_linear_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_linear_relu_linear, test/test_fx.py::TestSourceMatcher::test_module_partitioner_linear_relu_linear_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_linear_relu_linear_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_weight_tied_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_weight_tied_strict_True, test/test_fx.py::TestSubgraphRewriter::test_matching_pattern_with_list_type_arg, test/test_fx.py::TestSubgraphRewriter::test_matching_variable_arguments, test/test_fx.py::TestSubgraphRewriter::test_replace_pattern_with_callback, test/test_fx.py::TestSubgraphRewriter::test_replace_pattern_with_filters, test/test_fx.py::TestSubgraphRewriter::test_replaced_nodes, test/test_fx.py::TestSubgraphRewriter::test_replacement_with_attrs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_annotations_int, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_call_method, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_correct_output_replacement, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_graph_argument_order, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_internal_pattern_nodes_cannot_have_users_that_are_not_matched, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_local_revert, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_multiple_pattern_match, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_nodes_with_kwargs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_pattern_is_entire_graph, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_pattern_output_pattern_node_can_have_users_that_are_not_matched, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_placeholder_matching, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_preserves_logic, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replace_consecutive_submodules, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replace_with_duplicated_outputs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replace_with_multiple_outputs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replaces_referenced_submodules, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_single_pattern_match, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_traced_as_callable, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_oneliner_pattern, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_overlapping_matches, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_trivial_replacement, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_unused_args, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_unused_results, test/test_fx.py::TestFX::test_all_input_nodes, test/test_fx.py::TestFX::test_annotation_with_future, test/test_fx.py::TestFX::test_annotations_empty_tuple, test/test_fx.py::TestFX::test_annotations_with_forward_references, test/test_fx.py::TestFX::test_annotations_with_no_forward_references, test/test_fx.py::TestFX::test_annotations_with_non_torch_reference_and_internal_forward_references, test/test_fx.py::TestFX::test_annotations_with_non_torch_reference_and_no_internal_forward_references, test/test_fx.py::TestFX::test_args_kwargs, test/test_fx.py::TestFX::test_args_kwargs_no_self, test/test_fx.py::TestFX::test_assert, test/test_fx.py::TestFX::test_ast_rewriter_reassigns_submodules, test/test_fx.py::TestFX::test_ast_rewriter_rewrites_assert, test/test_fx.py::TestFX::test_ast_rewriter_rewrites_assert_with_message, test/test_fx.py::TestFX::test_ast_rewriter_wrap, test/test_fx.py::TestFX::test_ast_rewriter_wrap_fn_directly, test/test_fx.py::TestFX::test_ast_rewriter_wrap_with_submodule, test/test_fx.py::TestFX::test_ast_rewriter_wrapped_via_decorator, test/test_fx.py::TestFX::test_ast_rewriter_wrapped_via_decorator_and_transformed, test/test_fx.py::TestFX::test_autowrap_functions, test/test_fx.py::TestFX::test_concrete_arg_none_assert, test/test_fx.py::TestFX::test_construct_root_dict, test/test_fx.py::TestFX::test_control_flow_tracing, test/test_fx.py::TestFX::test_copy_it, test/test_fx.py::TestFX::test_copy_no_remap, test/test_fx.py::TestFX::test_ctx_mgr, test/test_fx.py::TestFX::test_custom_codegen, test/test_fx.py::TestFX::test_custom_codegen_with_transformer, test/test_fx.py::TestFX::test_custom_import, test/test_fx.py::TestFX::test_custom_proxy_dynamic_value, test/test_fx.py::TestFX::test_custom_proxy_input_dependent_control_flow, test/test_fx.py::TestFX::test_custom_proxy_type, test/test_fx.py::TestFX::test_custom_proxy_type_literal, test/test_fx.py::TestFX::test_custom_traceback_not_raised_when_exception_source_is_submodule, test/test_fx.py::TestFX::test_custom_traceback_raised_when_exception_source_is_graphmodule, test/test_fx.py::TestFX::test_deepcopy_graph_with_tracer_cls, test/test_fx.py::TestFX::test_deepcopy_graphmodule, test/test_fx.py::TestFX::test_deepcopy_graphmodule_with_transform, test/test_fx.py::TestFX::test_deepcopy_no_recursion, test/test_fx.py::TestFX::test_deepcopy_recursion_depth, test/test_fx.py::TestFX::test_deepcopy_tracer, test/test_fx.py::TestFX::test_deepcopy_with_submods_params, test/test_fx.py::TestFX::test_delete_unused_submodules_leaf, test/test_fx.py::TestFX::test_delete_unused_values, test/test_fx.py::TestFX::test_dict, test/test_fx.py::TestFX::test_direct_param_use, test/test_fx.py::TestFX::test_disallow_override, test/test_fx.py::TestFX::test_ellipsis, test/test_fx.py::TestFX::test_empty_graph_codegen, test/test_fx.py::TestFX::test_enum, test/test_fx.py::TestFX::test_erase_node_error, test/test_fx.py::TestFX::test_example_shape_prop, test/test_fx.py::TestFX::test_find_uses, test/test_fx.py::TestFX::test_fn_type_annotation_empty, test/test_fx.py::TestFX::test_fn_type_annotations, test/test_fx.py::TestFX::test_fx_and_or, test/test_fx.py::TestFX::test_fx_create_arg, test/test_fx.py::TestFX::test_fx_shifts, test/test_fx.py::TestFX::test_fx_stateless, test/test_fx.py::TestFX::test_get_torch_func_signature, test/test_fx.py::TestFX::test_getitem, test/test_fx.py::TestFX::test_getitem_subproc, test/test_fx.py::TestFX::test_graph_edit_with_proxy, test/test_fx.py::TestFX::test_graph_fns, test/test_fx.py::TestFX::test_graph_module, test/test_fx.py::TestFX::test_graph_module_init_buffer_param_copied_dict_init, test/test_fx.py::TestFX::test_graph_module_init_buffer_param_copied_mod_init, test/test_fx.py::TestFX::test_graph_module_replicate_for_dp, test/test_fx.py::TestFX::test_graph_unique_names, test/test_fx.py::TestFX::test_graph_unique_names_manual, test/test_fx.py::TestFX::test_immutable_dict_pytree_ops, test/test_fx.py::TestFX::test_immutable_list_pytree_ops, test/test_fx.py::TestFX::test_imul_code_print, test/test_fx.py::TestFX::test_inf_nan, test/test_fx.py::TestFX::test_inf_nan_kwds, test/test_fx.py::TestFX::test_informative_co_filename, test/test_fx.py::TestFX::test_inline_graph, test/test_fx.py::TestFX::test_insert_arg, test/test_fx.py::TestFX::test_insertion_point, test/test_fx.py::TestFX::test_interpreter, test/test_fx.py::TestFX::test_interpreter_default_args, test/test_fx.py::TestFX::test_interpreter_gc_values, test/test_fx.py::TestFX::test_interpreter_noop_resnet18, test/test_fx.py::TestFX::test_interpreter_not_enough_args, test/test_fx.py::TestFX::test_interpreter_onthefly_swap, test/test_fx.py::TestFX::test_interpreter_other_graph, test/test_fx.py::TestFX::test_interpreter_partial_eval, test/test_fx.py::TestFX::test_interpreter_run_node_override, test/test_fx.py::TestFX::test_interpreter_star_args, test/test_fx.py::TestFX::test_interpreter_with_codegen, test/test_fx.py::TestFX::test_layout, test/test_fx.py::TestFX::test_leaf_module, test/test_fx.py::TestFX::test_lineno_map, test/test_fx.py::TestFX::test_matmul_tracing, test/test_fx.py::TestFX::test_metadata_on_ph, test/test_fx.py::TestFX::test_module_deepcopy_edit_nodes, test/test_fx.py::TestFX::test_move_before, test/test_fx.py::TestFX::test_multi_insert_point, test/test_fx.py::TestFX::test_multiple_default_args, test/test_fx.py::TestFX::test_named_tuple_inlined, test/test_fx.py::TestFX::test_namedtuple_return_qualname, test/test_fx.py::TestFX::test_namedtuple_return_trace, test/test_fx.py::TestFX::test_native_callable, test/test_fx.py::TestFX::test_nn_module_stack, test/test_fx.py::TestFX::test_no_mutation, test/test_fx.py::TestFX::test_node_tagging, test/test_fx.py::TestFX::test_nonetype_annotation, test/test_fx.py::TestFX::test_partial_trace, test/test_fx.py::TestFX::test_pickle_custom_import, test/test_fx.py::TestFX::test_pickle_graphmodule, test/test_fx.py::TestFX::test_pickle_nonetype_annotation, test/test_fx.py::TestFX::test_pickle_torch_custom_ops, test/test_fx.py::TestFX::test_prepend_self, test/test_fx.py::TestFX::test_pretty_print, test/test_fx.py::TestFX::test_pretty_print_graph, test/test_fx.py::TestFX::test_pretty_print_node, test/test_fx.py::TestFX::test_pretty_print_targets, test/test_fx.py::TestFX::test_print_graph, test/test_fx.py::TestFX::test_profiler_ranges_side_effect, test/test_fx.py::TestFX::test_proxy_deepcopy_with_tracer, test/test_fx.py::TestFX::test_proxy_deepcopy_without_tracer, test/test_fx.py::TestFX::test_pytree, test/test_fx.py::TestFX::test_pytree_concrete, test/test_fx.py::TestFX::test_reassign_args_kwargs_uses, test/test_fx.py::TestFX::test_regular_and_default_args, test/test_fx.py::TestFX::test_remove_uses, test/test_fx.py::TestFX::test_remove_uses_with_custom_filter, test/test_fx.py::TestFX::test_replace_input, test/test_fx.py::TestFX::test_replace_uses, test/test_fx.py::TestFX::test_reserved_getattr, test/test_fx.py::TestFX::test_return_tuple, test/test_fx.py::TestFX::test_return_type_exists, test/test_fx.py::TestFX::test_return_type_exists_pre_pep585, test/test_fx.py::TestFX::test_script_method_trace, test/test_fx.py::TestFX::test_script_tensor_constant, test/test_fx.py::TestFX::test_sequential, test/test_fx.py::TestFX::test_shape_prop_aggregate, test/test_fx.py::TestFX::test_shape_prop_layout, test/test_fx.py::TestFX::test_shape_prop_layout_3d, test/test_fx.py::TestFX::test_shape_prop_unbacked_sym, test/test_fx.py::TestFX::test_single_default_arg, test/test_fx.py::TestFX::test_snake_case, test/test_fx.py::TestFX::test_sqrt, test/test_fx.py::TestFX::test_stack_traces, test/test_fx.py::TestFX::test_stack_traces_with_transformer, test/test_fx.py::TestFX::test_string_literal_return, test/test_fx.py::TestFX::test_submodule_manipulation_API, test/test_fx.py::TestFX::test_symbolic_trace_assert, test/test_fx.py::TestFX::test_symbolic_trace_sequential, test/test_fx.py::TestFX::test_tensor_attribute, test/test_fx.py::TestFX::test_tensor_attribute_coalseced, test/test_fx.py::TestFX::test_tensor_constant, test/test_fx.py::TestFX::test_throw_out_variant, test/test_fx.py::TestFX::test_torch_custom_ops, test/test_fx.py::TestFX::test_torch_fx_getattr, test/test_fx.py::TestFX::test_torch_fx_len, test/test_fx.py::TestFX::test_torch_op_overloads, test/test_fx.py::TestFX::test_torchbind_class_attribute_in_fx, test/test_fx.py::TestFX::test_torchbind_class_attribute_in_fx_tensor_arg, test/test_fx.py::TestFX::test_trace_buffer_slice, test/test_fx.py::TestFX::test_trace_dict_int_keys, test/test_fx.py::TestFX::test_trace_dict_proxy_keys, test/test_fx.py::TestFX::test_trace_fn_constant, test/test_fx.py::TestFX::test_trace_function, test/test_fx.py::TestFX::test_trace_multiple_funcs, test/test_fx.py::TestFX::test_trace_return_dataclass, test/test_fx.py::TestFX::test_trace_return_dataclass_nested, test/test_fx.py::TestFX::test_trace_return_namedtuple, test/test_fx.py::TestFX::test_tracing_graphmodules_as_leaf_submodules, test/test_fx.py::TestFX::test_transformer_multi_outputs, test/test_fx.py::TestFX::test_transformer_noop, test/test_fx.py::TestFX::test_transformer_op_swap, test/test_fx.py::TestFX::test_transformer_preserves_nn_module_stack_for_get_attr, test/test_fx.py::TestFX::test_tuple_no_subscript, test/test_fx.py::TestFX::test_typename_print, test/test_fx.py::TestFX::test_typename_print_pre_pep585, test/test_fx.py::TestFX::test_unpack, test/test_fx.py::TestFX::test_unpack_dict_better_error, test/test_fx.py::TestFX::test_unpack_list_better_error, test/test_fx.py::TestFX::test_update_args_api, test/test_fx.py::TestFX::test_update_args_kwargs_yells_at_you, test/test_fx.py::TestFX::test_update_kwargs_api, test/test_fx.py::TestFX::test_user_friendly_call_provenance_with_function, test/test_fx.py::TestFX::test_user_friendly_call_provenance_with_module, test/test_fx.py::TestFX::test_varargs_concrete, test/test_fx.py::TestFX::test_wrap, test/test_fx.py::TestFX::test_wrap_decorated_function, test/test_fx.py::TestFX::test_wrap_fn_directly, test/test_fx.py::TestFX::test_wrap_with_submodule, test/test_fx.py::TestFX::test_wrapped_method, test/test_fx.py::TestFX::test_wrapped_retrace, test/test_fx.py::TestFX::test_wrapped_via_decorator, test/test_fx.py::TestFX::test_wrapped_via_decorator_and_transformed, test/test_fx.py::TestFX::test_wrong_target_type, test/test_fx.py::TestFX::test_wrong_topo, test/test_fx.py::TestFXAPIBackwardCompatibility::test_adding_side_effect_function, test/test_fx.py::TestFXAPIBackwardCompatibility::test_class_member_back_compat, test/test_fx.py::TestFXAPIBackwardCompatibility::test_function_back_compat, test/test_fx.py::TestFXAPIBackwardCompatibility::test_preserve_unused_attr_after_unpickle, test/test_fx.py::TestFXAPIBackwardCompatibility::test_public_api_surface, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_avg_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_avg_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_avg_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool1d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool2d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool3d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_affine_grid, test/test_fx.py::TestFunctionalTracing::test_nn_functional_alpha_dropout, test/test_fx.py::TestFunctionalTracing::test_nn_functional_avg_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_avg_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_avg_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_batch_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_bilinear, test/test_fx.py::TestFunctionalTracing::test_nn_functional_binary_cross_entropy, test/test_fx.py::TestFunctionalTracing::test_nn_functional_binary_cross_entropy_with_logits, test/test_fx.py::TestFunctionalTracing::test_nn_functional_celu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_celu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_channel_shuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_tbc, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_transpose1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_transpose2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_transpose3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_cosine_embedding_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_cosine_similarity, test/test_fx.py::TestFunctionalTracing::test_nn_functional_cross_entropy, test/test_fx.py::TestFunctionalTracing::test_nn_functional_ctc_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_elu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_elu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_embedding, test/test_fx.py::TestFunctionalTracing::test_nn_functional_embedding_bag, test/test_fx.py::TestFunctionalTracing::test_nn_functional_feature_alpha_dropout, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fold, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool2d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool3d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_gaussian_nll_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_gelu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_glu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_grid_sample, test/test_fx.py::TestFunctionalTracing::test_nn_functional_group_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_gumbel_softmax, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardshrink, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardsigmoid, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardswish, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardtanh, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardtanh_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hinge_embedding_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_huber_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_instance_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_interpolate, test/test_fx.py::TestFunctionalTracing::test_nn_functional_kl_div, test/test_fx.py::TestFunctionalTracing::test_nn_functional_l1_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_layer_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_leaky_relu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_leaky_relu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_linear, test/test_fx.py::TestFunctionalTracing::test_nn_functional_local_response_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_log_softmax, test/test_fx.py::TestFunctionalTracing::test_nn_functional_logsigmoid, test/test_fx.py::TestFunctionalTracing::test_nn_functional_lp_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_lp_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_lp_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_margin_ranking_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool1d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool2d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool3d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_unpool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_unpool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_unpool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_mish, test/test_fx.py::TestFunctionalTracing::test_nn_functional_mse_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multi_head_attention_forward, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multi_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multilabel_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multilabel_soft_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_native_channel_shuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_nll_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_normalize, test/test_fx.py::TestFunctionalTracing::test_nn_functional_one_hot, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pad, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pairwise_distance, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pdist, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pixel_shuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pixel_unshuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_poisson_nll_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_prelu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_relu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_relu6, test/test_fx.py::TestFunctionalTracing::test_nn_functional_relu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_rms_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_rrelu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_rrelu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_scaled_dot_product_attention, test/test_fx.py::TestFunctionalTracing::test_nn_functional_selu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_selu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_silu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_smooth_l1_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_soft_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softmax, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softmin, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softplus, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softshrink, test/test_fx.py::TestFunctionalTracing::test_nn_functional_threshold, test/test_fx.py::TestFunctionalTracing::test_nn_functional_threshold_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_triplet_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_triplet_margin_with_distance_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_unfold, test/test_fx.py::TestFunctionalTracing::test_nn_functional_upsample, test/test_fx.py::TestFunctionalTracing::test_nn_functional_upsample_bilinear, test/test_fx.py::TestFunctionalTracing::test_nn_functional_upsample_nearest, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_H_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_T_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___getitem___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___radd___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rdiv___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rmatmul___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rmod___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rmul___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rpow___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rsub___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__batch_norm_with_update_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__chunk_cat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__native_batch_norm_legit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__segment_reduce_lengths_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__segment_reduce_offsets_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__softmax_backward_data_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__unsafe_masked_index_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__unsafe_masked_index_put_accumulate_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__upsample_bilinear2d_aa_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_abs_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_acos_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_acosh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_add_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addbmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addcdiv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addcmul_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addmm_decomposed_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addmv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_alias_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_all_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_allclose_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_aminmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_angle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_any_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_arange_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argsort_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argwhere_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_partial_views_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_asin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_asinh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atan2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atan_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atanh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atleast_1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atleast_2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atleast_3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_baddbmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bernoulli_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bfloat16_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_block_diag_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bool_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_broadcast_shapes_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_broadcast_tensors_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_broadcast_to_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bucketize_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_byte_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cartesian_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cauchy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cdist_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cdouble_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ceil_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cfloat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_chalf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_char_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cholesky_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cholesky_inverse_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cholesky_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_chunk_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clamp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clamp_max_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clamp_min_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clone_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_column_stack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_combinations_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_complex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_conj_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_conj_physical_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_constant_pad_nd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_contiguous_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_copysign_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_corrcoef_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cos_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cosh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_count_nonzero_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cov_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cross_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cummax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cummin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cumprod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cumsum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cumulative_trapezoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_deg2rad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diag_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diag_embed_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagflat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagonal_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagonal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagonal_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diff_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_digamma_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dist_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_div_floor_rounding_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_div_no_rounding_mode_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_div_trunc_rounding_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_double_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dsplit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dstack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_einsum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_permuted_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_strided_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_eq_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_equal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_erf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_erfc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_erfinv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_exp2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_exp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expand_as_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expand_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expand_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expm1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_exponential_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_eye_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fftshift_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_hfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_hfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_hfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifftshift_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ihfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ihfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ihfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_irfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_irfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_irfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_rfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_rfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_rfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fill_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_flatten_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_flip_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fliplr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_flipud_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_float_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_float_power_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_floor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_floor_divide_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fmod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_frac_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_frexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_full_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_full_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_gather_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ge_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_geometric_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_geqrf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_gradient_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_grid_sampler_2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_grid_sampler_3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_gt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_half_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hash_tensor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_heaviside_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_histc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_histogram_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_histogramdd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hsplit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hstack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hypot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_i0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_igamma_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_igammac_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_add_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_fill_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_put_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_select_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_inner_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_int_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isclose_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isfinite_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isinf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isnan_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isneginf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isposinf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isreal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_item_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_2inputs_2outputs_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_4inputs_with_extra_args_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_binary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_binary_return_by_ref_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_unary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_kron_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_kthvalue_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ldexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_le_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lerp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lgamma_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cholesky_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cholesky_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cond_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cross_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_det_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_diagonal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eig_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eigh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eigvals_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eigvalsh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_householder_product_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_inv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_inv_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_ldl_factor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_ldl_factor_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_ldl_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lstsq_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lstsq_grad_oriented_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_factor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_factor_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_power_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_rank_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_rank_hermitian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_multi_dot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_norm_subgradients_at_zero_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_pinv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_pinv_hermitian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_pinv_singular_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_qr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_slogdet_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_solve_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_solve_triangular_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_svd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_svdvals_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_tensorinv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_tensorsolve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_vander_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_vecdot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_vector_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linspace_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linspace_tensor_overload_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log10_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log1p_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_normal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_softmax_with_dtype_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logaddexp2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logaddexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logcumsumexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logdet_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_and_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_not_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_or_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_xor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logspace_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logspace_tensor_overload_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logsumexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_long_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lu_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lu_unpack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mH_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mT_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_argmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_argmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_cumprod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_cumsum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_fill_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_log_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_logaddexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_logsumexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_median_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_normalize_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_select_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_softmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_std_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_sum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_var_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_matmul_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_matrix_exp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_binary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_pool2d_with_indices_backward_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_reduction_no_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_reduction_with_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_maximum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_median_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_meshgrid_list_of_tensors_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_meshgrid_variadic_tensors_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_min_binary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_min_reduction_no_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_min_reduction_with_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_minimum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mode_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_movedim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_msort_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mul_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_multinomial_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nan_to_num_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nanmean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nanmedian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nanquantile_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nansum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_narrow_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_narrow_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_native_batch_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_native_dropout_backward_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_native_layer_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ne_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_neg_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_empty_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_empty_strided_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_full_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_ones_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_zeros_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nextafter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_alpha_dropout_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_avg_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_avg_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_avg_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_batch_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_bilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_binary_cross_entropy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_celu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_channel_shuffle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv_transpose1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv_transpose2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv_transpose3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_cosine_embedding_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_cosine_similarity_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_cross_entropy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_ctc_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_dropout2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_dropout3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_dropout_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_elu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_embedding_bag_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_embedding_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_fractional_max_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_fractional_max_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_gaussian_nll_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_gelu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_glu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_grid_sample_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_group_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardshrink_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardsigmoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardswish_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardtanh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hinge_embedding_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_huber_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_instance_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_area_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_bicubic_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_bilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_linear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_nearest_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_trilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_kl_div_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_l1_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_layer_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_leaky_relu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_linear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_local_response_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_logsigmoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_margin_ranking_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool1d_grad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool2d_grad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool3d_grad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_mish_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_mse_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multi_head_attention_forward_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multi_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multilabel_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_nll_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_normalize_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_circular_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_constant_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_reflect_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_replicate_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_replicate_negative_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pairwise_distance_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pdist_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pixel_shuffle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pixel_unshuffle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_poisson_nll_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_prelu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_relu6_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_relu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_rms_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_rrelu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_selu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_silu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_smooth_l1_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_soft_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softmin_with_dtype_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softplus_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softshrink_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softsign_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_tanhshrink_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_threshold_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_triplet_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_unfold_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_upsample_bilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_upsample_nearest_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nonzero_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nonzero_static_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_fro_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_inf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_nuc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_normal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_normal_in_place_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_normal_number_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ones_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ones_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ormqr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_outer_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_pca_lowrank_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_permute_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_permute_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_pinverse_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polar_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_4_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_positive_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_pow_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_put_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_qr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_quantile_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rad2deg_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rand_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randint_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randint_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randn_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ravel_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_real_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_reciprocal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_remainder_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_renorm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_repeat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_repeat_interleave_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_reshape_as_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_reshape_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resize__cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resize_as__cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resolve_conj_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resolve_neg_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_roll_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rot90_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_decimals_0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_decimals_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_decimals_neg_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rsqrt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rsub_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scalar_tensor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_add_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_sum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_searchsorted_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_select_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_select_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sgn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_short_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sigmoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sign_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_bartlett_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_blackman_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_cosine_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_exponential_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_gaussian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_general_cosine_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_general_hamming_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_hamming_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_hann_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_kaiser_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_nuttall_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signbit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sinc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sinh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_slice_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_slice_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_softmax_with_dtype_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sort_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sparse_mm_reduce_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sparse_sampled_addmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_airy_ai_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_j0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_j1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_y0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_y1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_t_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_u_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_v_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_w_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_entr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_erfcx_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_hermite_polynomial_h_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_hermite_polynomial_he_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_i0e_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_i1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_i1e_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_laguerre_polynomial_l_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_legendre_polynomial_p_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_log_ndtr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_i0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_i1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_k0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_k1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_ndtr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_ndtri_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_scaled_modified_bessel_k0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_scaled_modified_bessel_k1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_t_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_w_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_spherical_bessel_j0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_xlog1py_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_zeta_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_list_args_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_with_sizes_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_with_sizes_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sqrt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_square_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_squeeze_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_squeeze_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_squeeze_multiple_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_stack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_mean_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_stft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sub_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sum_to_size_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_svd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_svd_lowrank_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_t_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_t_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_take_along_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_take_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tan_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tanh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tensor_split_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tensordot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tile_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_to_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_to_sparse_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_topk_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trace_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_transpose_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_transpose_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trapezoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trapz_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_triangular_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tril_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_triu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_true_divide_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trunc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unbind_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unbind_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unflatten_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unfold_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unfold_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_uniform_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unique_consecutive_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unique_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsafe_chunk_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsafe_split_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsqueeze_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsqueeze_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_mean_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_vdot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_as_complex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_as_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_vsplit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_vstack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_where_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_xlogy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_zero__cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_zeros_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_zeros_like_cpu_float32 2025-09-07T06:22:11.3977920Z 2025-09-07T06:22:11.3978190Z Running test_transformers_privateuse1 1/1 ... [2025-09-07 06:22:11.349637] 2025-09-07T06:22:11.5241120Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/open_registration_extension/torch_openreg 2025-09-07T06:22:11.5259070Z Preparing metadata (pyproject.toml): started 2025-09-07T06:22:11.6922220Z Preparing metadata (pyproject.toml): finished with status 'done' 2025-09-07T06:22:11.6942410Z Requirement already satisfied: torch in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch_openreg==0.0.1) (2.9.0a0+git93fb23d) 2025-09-07T06:22:11.6949280Z Requirement already satisfied: filelock in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (3.18.0) 2025-09-07T06:22:11.6951950Z Requirement already satisfied: typing-extensions>=4.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (4.15.0) 2025-09-07T06:22:11.6954060Z Requirement already satisfied: sympy>=1.13.3 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (1.13.3) 2025-09-07T06:22:11.6956650Z Requirement already satisfied: networkx>=2.5.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (2.8.7) 2025-09-07T06:22:11.6958170Z Requirement already satisfied: jinja2 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (3.1.6) 2025-09-07T06:22:11.6960400Z Requirement already satisfied: fsspec>=0.8.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (2025.9.0) 2025-09-07T06:22:11.6964190Z Requirement already satisfied: setuptools in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (72.1.0) 2025-09-07T06:22:11.7021630Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from sympy>=1.13.3->torch->torch_openreg==0.0.1) (1.3.0) 2025-09-07T06:22:11.7043380Z Requirement already satisfied: MarkupSafe>=2.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from jinja2->torch->torch_openreg==0.0.1) (3.0.2) 2025-09-07T06:22:11.7079170Z Building wheels for collected packages: torch_openreg 2025-09-07T06:22:11.7085380Z Building wheel for torch_openreg (pyproject.toml): started 2025-09-07T06:22:24.5893660Z Building wheel for torch_openreg (pyproject.toml): finished with status 'done' 2025-09-07T06:22:24.5901270Z Created wheel for torch_openreg: filename=torch_openreg-0.0.1-cp312-cp312-macosx_14_0_arm64.whl size=239229 sha256=d331e137f5e07f466a1bb576150fdfcd17d10fb65c9d725aefedae469f7e65cd 2025-09-07T06:22:24.5902400Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-da_ktc1s/wheels/5b/25/60/81ed9102d986b4791cc5a9e826c98ebca5929798e6e0529aed 2025-09-07T06:22:24.5920200Z Successfully built torch_openreg 2025-09-07T06:22:24.6638120Z Installing collected packages: torch_openreg 2025-09-07T06:22:24.6736500Z Successfully installed torch_openreg-0.0.1 2025-09-07T06:22:24.6760460Z 2025-09-07T06:22:24.6760830Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:22:24.6761120Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:22:24.7042920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:22:24.7047510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_transformers_privateuse1.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:22:24.704637] 2025-09-07T06:22:26.7026650Z 2025-09-07T06:22:26.7027270Z test_transformers_privateuse1 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_privateuse1_1.1_862d01ad6d245140_.log 2025-09-07T06:22:26.7029090Z Running 3 items in this shard: test/test_transformers_privateuse1.py::TestSDPAPrivateUse1Only::test_fused_sdp_choice_privateuseone, test/test_transformers_privateuse1.py::TestSDPAPrivateUse1Only::test_scaled_dot_product_fused_attention_overrideable, test/test_transformers_privateuse1.py::TestSDPAPrivateUse1Only::test_scaled_dot_product_fused_attention_overrideable_backward 2025-09-07T06:22:26.7030220Z 2025-09-07T06:22:26.7030910Z Running test_openreg 1/1 ... [2025-09-07 06:22:26.703049] 2025-09-07T06:22:26.8812490Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/open_registration_extension/torch_openreg 2025-09-07T06:22:26.8822740Z Preparing metadata (pyproject.toml): started 2025-09-07T06:22:27.0434340Z Preparing metadata (pyproject.toml): finished with status 'done' 2025-09-07T06:22:27.0454710Z Requirement already satisfied: torch in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch_openreg==0.0.1) (2.9.0a0+git93fb23d) 2025-09-07T06:22:27.0461580Z Requirement already satisfied: filelock in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (3.18.0) 2025-09-07T06:22:27.0464230Z Requirement already satisfied: typing-extensions>=4.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (4.15.0) 2025-09-07T06:22:27.0466260Z Requirement already satisfied: sympy>=1.13.3 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (1.13.3) 2025-09-07T06:22:27.0469040Z Requirement already satisfied: networkx>=2.5.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (2.8.7) 2025-09-07T06:22:27.0470290Z Requirement already satisfied: jinja2 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (3.1.6) 2025-09-07T06:22:27.0472950Z Requirement already satisfied: fsspec>=0.8.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (2025.9.0) 2025-09-07T06:22:27.0476190Z Requirement already satisfied: setuptools in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from torch->torch_openreg==0.0.1) (72.1.0) 2025-09-07T06:22:27.0533450Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from sympy>=1.13.3->torch->torch_openreg==0.0.1) (1.3.0) 2025-09-07T06:22:27.0555140Z Requirement already satisfied: MarkupSafe>=2.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from jinja2->torch->torch_openreg==0.0.1) (3.0.2) 2025-09-07T06:22:27.0591090Z Building wheels for collected packages: torch_openreg 2025-09-07T06:22:27.0597750Z Building wheel for torch_openreg (pyproject.toml): started 2025-09-07T06:22:39.4618290Z Building wheel for torch_openreg (pyproject.toml): finished with status 'done' 2025-09-07T06:22:39.4626230Z Created wheel for torch_openreg: filename=torch_openreg-0.0.1-cp312-cp312-macosx_14_0_arm64.whl size=239229 sha256=fa3a8eabfc085ab3a3e8ff29a5aef542f2f796a634b4e80c0db97705202fc2f0 2025-09-07T06:22:39.4627200Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-zhe163dp/wheels/5b/25/60/81ed9102d986b4791cc5a9e826c98ebca5929798e6e0529aed 2025-09-07T06:22:39.4645230Z Successfully built torch_openreg 2025-09-07T06:22:39.5352090Z Installing collected packages: torch_openreg 2025-09-07T06:22:39.5454190Z Successfully installed torch_openreg-0.0.1 2025-09-07T06:22:39.5479490Z 2025-09-07T06:22:39.5479760Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:22:39.5480180Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:22:39.5781770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:22:39.5785990Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_openreg.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:22:39.578491] 2025-09-07T06:22:42.4561500Z 2025-09-07T06:22:42.4562020Z test_openreg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_openreg_1.1_b4cc43f3ea6acabe_.log 2025-09-07T06:22:42.4570140Z Running 44 items in this shard: test/test_openreg.py::TestPrivateUse1::test_backend_dispatchstub, test/test_openreg.py::TestPrivateUse1::test_backend_generate_methods, test/test_openreg.py::TestPrivateUse1::test_backend_module_function, test/test_openreg.py::TestPrivateUse1::test_backend_module_methods, test/test_openreg.py::TestPrivateUse1::test_backend_module_registration, test/test_openreg.py::TestPrivateUse1::test_backend_name, test/test_openreg.py::TestPrivateUse1::test_backend_operator_registration, test/test_openreg.py::TestPrivateUse1::test_backend_packed_sequence_methods, test/test_openreg.py::TestPrivateUse1::test_backend_storage_methods, test/test_openreg.py::TestPrivateUse1::test_backend_tensor_methods, test/test_openreg.py::TestPrivateUse1::test_backend_tensor_type, test/test_openreg.py::TestPrivateUse1::test_backend_type_methods, test/test_openreg.py::TestOpenReg::test_autograd_init, test/test_openreg.py::TestOpenReg::test_compile_autograd_function_aliasing, test/test_openreg.py::TestOpenReg::test_compile_autograd_function_returns_self, test/test_openreg.py::TestOpenReg::test_copy_same_device, test/test_openreg.py::TestOpenReg::test_cross_device_copy, test/test_openreg.py::TestOpenReg::test_cross_diff_devices_copy, test/test_openreg.py::TestOpenReg::test_data_dependent_output, test/test_openreg.py::TestOpenReg::test_event_elapsed_time, test/test_openreg.py::TestOpenReg::test_event_wait_stream, test/test_openreg.py::TestOpenReg::test_expand, test/test_openreg.py::TestOpenReg::test_factory, test/test_openreg.py::TestOpenReg::test_fake_tensor, test/test_openreg.py::TestOpenReg::test_generator, test/test_openreg.py::TestOpenReg::test_manual_seed, test/test_openreg.py::TestOpenReg::test_named_tensor, test/test_openreg.py::TestOpenReg::test_open_device_cpu_serialization, test/test_openreg.py::TestOpenReg::test_open_device_dlpack, test/test_openreg.py::TestOpenReg::test_open_device_numpy_serialization, test/test_openreg.py::TestOpenReg::test_pin_memory, test/test_openreg.py::TestOpenReg::test_printing, test/test_openreg.py::TestOpenReg::test_quantize, test/test_openreg.py::TestOpenReg::test_record_event, test/test_openreg.py::TestOpenReg::test_resize, test/test_openreg.py::TestOpenReg::test_rewrapped_storage, test/test_openreg.py::TestOpenReg::test_rng_state, test/test_openreg.py::TestOpenReg::test_scalar_type_fallback, test/test_openreg.py::TestOpenReg::test_serialization, test/test_openreg.py::TestOpenReg::test_stream_synchronize, test/test_openreg.py::TestOpenReg::test_stream_wait_event, test/test_openreg.py::TestOpenReg::test_stream_wait_stream, test/test_openreg.py::TestOpenReg::test_tensor_type_fallback, test/test_openreg.py::TestOpenReg::test_tensorlist_type_fallback 2025-09-07T06:22:42.4577870Z 2025-09-07T06:22:42.4578050Z Running inductor/test_benchmark_fusion 1/1 ... [2025-09-07 06:22:42.456527] 2025-09-07T06:22:42.4578380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:22:42.4579260Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_benchmark_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:22:42.456806] 2025-09-07T06:22:45.1429560Z 2025-09-07T06:22:45.1431570Z inductor/test_benchmark_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmark_fusion_1.1_2387e427ccd70cf7_.log 2025-09-07T06:22:45.1432300Z Running 0 items in this shard: 2025-09-07T06:22:45.1432420Z 2025-09-07T06:22:45.1432950Z Running test_show_pickle 1/1 ... [2025-09-07 06:22:45.143235] 2025-09-07T06:22:45.1433220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:22:45.1435910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_show_pickle.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:22:45.143489] 2025-09-07T06:22:46.8963900Z 2025-09-07T06:22:46.8964470Z test_show_pickle 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_show_pickle_1.1_df8ffba4ef83cfc4_.log 2025-09-07T06:22:46.8965340Z Running 1 items in this shard: test/test_show_pickle.py::TestShowPickle::test_scripted_model 2025-09-07T06:22:46.8965670Z 2025-09-07T06:22:46.8967970Z Running test_utils 1/1 ... [2025-09-07 06:22:46.896740] 2025-09-07T06:22:46.8968250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:22:46.8971190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:22:46.897024] 2025-09-07T06:24:37.7319910Z 2025-09-07T06:24:37.7320400Z test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_1.1_c0372e1d977a264f_.log 2025-09-07T06:24:37.9261090Z Running 6047 items in this shard: test/test_utils.py::TestCheckpoint::test_checkpoint, test/test_utils.py::TestCheckpoint::test_checkpoint_module_list, test/test_utils.py::TestCheckpoint::test_checkpoint_no_tensors, test/test_utils.py::TestCheckpoint::test_checkpoint_non_tensor, test/test_utils.py::TestCheckpoint::test_checkpoint_non_tensor_inputs_outputs, test/test_utils.py::TestCheckpoint::test_checkpoint_not_preserve_rng_state_and_without_reentrant, test/test_utils.py::TestCheckpoint::test_checkpoint_partial_grad, test/test_utils.py::TestCheckpoint::test_checkpoint_rng_cpu, test/test_utils.py::TestCheckpoint::test_checkpoint_rng_cuda, test/test_utils.py::TestCheckpoint::test_checkpoint_sequential_deprecated_multiple_args, test/test_utils.py::TestCheckpoint::test_checkpoint_sequential_deprecated_no_args, test/test_utils.py::TestCheckpoint::test_checkpoint_trigger, test/test_utils.py::TestCheckpoint::test_checkpoint_valid, test/test_utils.py::TestCheckpoint::test_checkpointing_without_reentrant_early_free, test/test_utils.py::TestCheckpoint::test_get_device_states_recursive, test/test_utils.py::TestCheckpoint::test_infer_device_state_recursive_meta, test/test_utils.py::TestCheckpoint::test_infer_device_state_recursive_multi_cuda, test/test_utils.py::TestDataLoaderUtils::test_multi_drop, test/test_utils.py::TestDataLoaderUtils::test_multi_keep, test/test_utils.py::TestDataLoaderUtils::test_random_seed, test/test_utils.py::TestDataLoaderUtils::test_single_drop, test/test_utils.py::TestDataLoaderUtils::test_single_keep, test/test_utils.py::TestBottleneck::test_bottleneck_cpu_only, test/test_utils.py::TestBottleneck::test_bottleneck_cuda, test/test_utils.py::TestCollectEnv::test_smoke, test/test_utils.py::TestHipify::test_import_hipify, test/test_utils.py::TestHipifyTrie::test_add_and_search_trie, test/test_utils.py::TestHipifyTrie::test_add_multiple_and_search_trie, test/test_utils.py::TestHipifyTrie::test_char_export_trie_to_regex, test/test_utils.py::TestHipifyTrie::test_export_trie_to_regex, test/test_utils.py::TestHipifyTrie::test_prefix_words_export_trie_to_regex, test/test_utils.py::TestHipifyTrie::test_quote_escape, test/test_utils.py::TestHipifyTrie::test_single_export_trie_to_regex, test/test_utils.py::TestHipifyTrie::test_special_char_export_trie_to_regex, test/test_utils.py::TestAssert::test_assert_scriptable, test/test_utils.py::TestAssert::test_assert_true, test/test_utils.py::TestStandaloneCPPJIT::test_load_standalone, test/test_utils.py::TestRenderUtils::test_basic, test/test_utils.py::TestDeviceUtilsCPU::test_basic_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_decorator_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_decorator_generator_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_H_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_T_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___getitem___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___radd___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rand___cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rand___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rand___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rand___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rand___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rand___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rdiv___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmatmul___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmod___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmod___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmod___cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmod___cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rmul___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___ror___cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___ror___cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___ror___cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___ror___cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___ror___cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___ror___cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rpow___cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rpow___cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rpow___cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rpow___cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops___rpow___cpu_float32, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bfloat16_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bincount_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bincount_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bincount_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bincount_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bincount_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_and_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_and_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_and_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_and_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_and_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_and_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_left_shift_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_left_shift_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_left_shift_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_left_shift_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_left_shift_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_not_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_not_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_not_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_not_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_not_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bitwise_not_cpu_uint8, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bmm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_complex64, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdist_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdist_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_complex_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_complex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_complex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e4m3fn, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e4m3fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e5m2, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e5m2fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_uint16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_uint32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hash_tensor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogram_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogram_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogramdd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogramdd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_imag_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_imag_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_imag_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_istft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_istft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_float16, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_float64, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_int32, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_float32, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanquantile_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanquantile_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_ctc_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_ctc_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_one_hot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pdist_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pdist_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rrelu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rrelu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rrelu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_complex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_complex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polar_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polar_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_quantile_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_quantile_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_complex128, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_bool, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_bfloat16, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_float16, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_bartlett_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_bartlett_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_blackman_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_blackman_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_cosine_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_cosine_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_exponential_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_exponential_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_gaussian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_gaussian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_cosine_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_cosine_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_hamming_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_hamming_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hamming_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hamming_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hann_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hann_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_kaiser_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_kaiser_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_nuttall_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_nuttall_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_mm_reduce_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_mm_reduce_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_mm_reduce_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_mm_reduce_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_sampled_addmm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_sampled_addmm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_sampled_addmm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sparse_sampled_addmm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_airy_ai_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j0_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_j1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y0_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_bessel_y1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_t_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_u_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_v_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_v_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_v_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_v_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_v_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_chebyshev_polynomial_v_cpu_int64, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_xlog1py_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_special_zeta_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_list_args_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_split_with_sizes_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sqrt_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_square_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e4m3fn, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e4m3fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e5m2, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e5m2fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_indices_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_indices_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_indices_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_indices_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_complex_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_complex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_complex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_real_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_real_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_get_default_device_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_get_default_device_more_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_nn_module_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_set_default_device_cpu, test/test_utils.py::TestCppExtensionUtils::test_cc_compiler_is_ok, test/test_utils.py::TestCppExtensionUtils::test_cpp_compiler_is_ok, test/test_utils.py::TestTraceback::test_basic, test/test_utils.py::TestTraceback::test_captured_traceback, test/test_utils.py::TestTraceback::test_captured_traceback_format_all, test/test_utils.py::TestTraceback::test_captured_traceback_format_all_cached, test/test_utils.py::TestTraceback::test_format_traceback_short, test/test_utils.py::TestTryImport::test_import_existing, test/test_utils.py::TestTryImport::test_import_imported, test/test_utils.py::TestTryImport::test_import_missing, test/test_utils.py::TestDeprecate::test_deprecated 2025-09-07T06:24:38.0930890Z 2025-09-07T06:24:38.0931040Z Running test_tensorexpr 1/1 ... [2025-09-07 06:24:37.736222] 2025-09-07T06:24:38.0931320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:24:38.0932070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_tensorexpr.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:24:37.736548] 2025-09-07T06:24:48.9225570Z 2025-09-07T06:24:48.9226110Z test_tensorexpr 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_1.1_a316de3587ee0ae3_.log 2025-09-07T06:24:48.9239990Z Running 74 items in this shard: test/test_tensorexpr.py::TestTensorExprFuser::test_add_const_rhs, test/test_tensorexpr.py::TestTensorExprFuser::test_add_sub, test/test_tensorexpr.py::TestTensorExprFuser::test_alias_analysis_input_and_module, test/test_tensorexpr.py::TestTensorExprFuser::test_alias_analysis_inputs, test/test_tensorexpr.py::TestTensorExprFuser::test_alias_analysis_module, test/test_tensorexpr.py::TestTensorExprFuser::test_all_combos, test/test_tensorexpr.py::TestTensorExprFuser::test_alpha, test/test_tensorexpr.py::TestTensorExprFuser::test_binary_ops, test/test_tensorexpr.py::TestTensorExprFuser::test_bitwise_ops, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast3, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast_2, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast_big2, test/test_tensorexpr.py::TestTensorExprFuser::test_cat, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_empty_tensors, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_negative_dim, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_only, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_promote_inputs, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_with_constant_dim, test/test_tensorexpr.py::TestTensorExprFuser::test_char, test/test_tensorexpr.py::TestTensorExprFuser::test_chunk, test/test_tensorexpr.py::TestTensorExprFuser::test_clamp, test/test_tensorexpr.py::TestTensorExprFuser::test_constant, test/test_tensorexpr.py::TestTensorExprFuser::test_double, test/test_tensorexpr.py::TestTensorExprFuser::test_double_intrinsics, test/test_tensorexpr.py::TestTensorExprFuser::test_dynamic_shape, test/test_tensorexpr.py::TestTensorExprFuser::test_easy, test/test_tensorexpr.py::TestTensorExprFuser::test_eq, test/test_tensorexpr.py::TestTensorExprFuser::test_exp_pow, test/test_tensorexpr.py::TestTensorExprFuser::test_four_arg, test/test_tensorexpr.py::TestTensorExprFuser::test_ge, test/test_tensorexpr.py::TestTensorExprFuser::test_gt, test/test_tensorexpr.py::TestTensorExprFuser::test_guard_fails, test/test_tensorexpr.py::TestTensorExprFuser::test_half_bn_relu, test/test_tensorexpr.py::TestTensorExprFuser::test_half_gelu, test/test_tensorexpr.py::TestTensorExprFuser::test_int64_promotion, test/test_tensorexpr.py::TestTensorExprFuser::test_int_output, test/test_tensorexpr.py::TestTensorExprFuser::test_le, test/test_tensorexpr.py::TestTensorExprFuser::test_loop, test/test_tensorexpr.py::TestTensorExprFuser::test_lt, test/test_tensorexpr.py::TestTensorExprFuser::test_mask, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction2, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction_dim1, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction_dim1_2, test/test_tensorexpr.py::TestTensorExprFuser::test_multi_rand, test/test_tensorexpr.py::TestTensorExprFuser::test_multioutput, test/test_tensorexpr.py::TestTensorExprFuser::test_multiple_outputs, test/test_tensorexpr.py::TestTensorExprFuser::test_nans, test/test_tensorexpr.py::TestTensorExprFuser::test_ne, test/test_tensorexpr.py::TestTensorExprFuser::test_promotion, test/test_tensorexpr.py::TestTensorExprFuser::test_propagated_mem_layout, test/test_tensorexpr.py::TestTensorExprFuser::test_rand_like, test/test_tensorexpr.py::TestTensorExprFuser::test_rank_two, test/test_tensorexpr.py::TestTensorExprFuser::test_relu, test/test_tensorexpr.py::TestTensorExprFuser::test_remainder, test/test_tensorexpr.py::TestTensorExprFuser::test_reps, test/test_tensorexpr.py::TestTensorExprFuser::test_round_2, test/test_tensorexpr.py::TestTensorExprFuser::test_scalar, test/test_tensorexpr.py::TestTensorExprFuser::test_short, test/test_tensorexpr.py::TestTensorExprFuser::test_simple_add, test/test_tensorexpr.py::TestTensorExprFuser::test_sin_pow, test/test_tensorexpr.py::TestTensorExprFuser::test_slice, test/test_tensorexpr.py::TestTensorExprFuser::test_sliced_stride, test/test_tensorexpr.py::TestTensorExprFuser::test_softmax_cpu, test/test_tensorexpr.py::TestTensorExprFuser::test_softmax_cuda, test/test_tensorexpr.py::TestTensorExprFuser::test_strided_output_preserved, test/test_tensorexpr.py::TestTensorExprFuser::test_three_arg, test/test_tensorexpr.py::TestTensorExprFuser::test_three_arg2, test/test_tensorexpr.py::TestTensorExprFuser::test_transpose, test/test_tensorexpr.py::TestTensorExprFuser::test_unary_ops, test/test_tensorexpr.py::TestTensorExprFuser::test_unsqueeze, test/test_tensorexpr.py::TestTensorExprFuser::test_where 2025-09-07T06:24:48.9253350Z 2025-09-07T06:24:48.9253530Z Running inductor/test_max_autotune 1/1 ... [2025-09-07 06:24:48.922953] 2025-09-07T06:24:48.9253850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:24:48.9254730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_max_autotune.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:24:48.923245] 2025-09-07T06:24:51.3364930Z 2025-09-07T06:24:51.3365580Z inductor/test_max_autotune 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_max_autotune_1.1_81477de8a7e1c1ef_.log 2025-09-07T06:24:51.3366080Z 2025-09-07T06:24:51.3368470Z Running test_multiprocessing 1/1 ... [2025-09-07 06:24:51.336766] 2025-09-07T06:24:51.3368760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:24:51.3371690Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_multiprocessing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:24:51.337037] 2025-09-07T06:27:52.4328340Z 2025-09-07T06:27:52.4328970Z test_multiprocessing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_multiprocessing_1.1_1681990d9d3d90b6_.log 2025-09-07T06:27:52.4339010Z Running 42 items in this shard: test/test_multiprocessing.py::TestMultiprocessing::test_autograd_errors, test/test_multiprocessing.py::TestMultiprocessing::test_autograd_fine_with_spawn, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_bad_call, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_ipc_deadlock, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_memory_allocation, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_parameter_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_send_many, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_simple, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_small_tensors, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_empty_shared, test/test_multiprocessing.py::TestMultiprocessing::test_empty_tensor_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_empty_tensor_sharing_cuda, test/test_multiprocessing.py::TestMultiprocessing::test_empty_tensor_sharing_meta, test/test_multiprocessing.py::TestMultiprocessing::test_event, test/test_multiprocessing.py::TestMultiprocessing::test_event_handle_exporter, test/test_multiprocessing.py::TestMultiprocessing::test_event_handle_importer, test/test_multiprocessing.py::TestMultiprocessing::test_event_handle_multi_gpu, test/test_multiprocessing.py::TestMultiprocessing::test_event_multiprocess, test/test_multiprocessing.py::TestMultiprocessing::test_fd_pool, test/test_multiprocessing.py::TestMultiprocessing::test_fd_preserve_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_fd_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_fs, test/test_multiprocessing.py::TestMultiprocessing::test_fs_is_shared, test/test_multiprocessing.py::TestMultiprocessing::test_fs_pool, test/test_multiprocessing.py::TestMultiprocessing::test_fs_preserve_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_fs_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_inherit_tensor, test/test_multiprocessing.py::TestMultiprocessing::test_integer_parameter_serialization_cpu, test/test_multiprocessing.py::TestMultiprocessing::test_integer_parameter_serialization_cuda, test/test_multiprocessing.py::TestMultiprocessing::test_is_shared, test/test_multiprocessing.py::TestMultiprocessing::test_is_shared_cuda, test/test_multiprocessing.py::TestMultiprocessing::test_leaf_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_meta_simple, test/test_multiprocessing.py::TestMultiprocessing::test_mixed_types_cuda_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_non_leaf_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_parameter_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_rebuild_cuda_tensor, test/test_multiprocessing.py::TestMultiprocessing::test_set_thread_name, test/test_multiprocessing.py::TestMultiprocessing::test_tensor_sharing_meta, test/test_multiprocessing.py::TestMultiprocessing::test_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_wrong_cuda_fork 2025-09-07T06:27:52.4348580Z 2025-09-07T06:27:52.4348710Z Running test_dispatch 1/1 ... [2025-09-07 06:27:52.433187] 2025-09-07T06:27:52.4349000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:27:52.4350000Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_dispatch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:27:52.433474] 2025-09-07T06:28:12.6831640Z 2025-09-07T06:28:12.6832170Z test_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dispatch_1.1_42b8d064a956e1f2_.log 2025-09-07T06:28:12.6840230Z Running 32 items in this shard: test/test_dispatch.py::TestDispatch::test_all_invariants, test/test_dispatch.py::TestDispatch::test_computed_table, test/test_dispatch.py::TestDispatch::test_computed_table_with_ambiguous_autogradother, test/test_dispatch.py::TestDispatch::test_computed_table_with_autograd, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_math, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_math_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_math, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_math_autogradcpu_fallthrough, test/test_dispatch.py::TestDispatch::test_computed_table_with_math, test/test_dispatch.py::TestDispatch::test_def, test/test_dispatch.py::TestDispatch::test_def_impl_schema_mismatch, test/test_dispatch.py::TestDispatch::test_def_only, test/test_dispatch.py::TestDispatch::test_def_with_explicit_alias, test/test_dispatch.py::TestDispatch::test_def_with_inference, test/test_dispatch.py::TestDispatch::test_dispatch_print_registrations_for_dispatch_key_invalid, test/test_dispatch.py::TestDispatch::test_find_dangling_impls, test/test_dispatch.py::TestDispatch::test_find_dangling_impls_ext, test/test_dispatch.py::TestDispatch::test_impl_only, test/test_dispatch.py::TestDispatch::test_multiple_def_alias_defaulting, test/test_dispatch.py::TestDispatch::test_multiple_def_alias_mismatch, test/test_dispatch.py::TestDispatch::test_multiple_def_error, test/test_dispatch.py::TestDispatch::test_multiple_fallback, test/test_dispatch.py::TestDispatch::test_overwrite_math, test/test_dispatch.py::TestPythonDispatcher::test_autogradother, test/test_dispatch.py::TestPythonDispatcher::test_basic, test/test_dispatch.py::TestPythonDispatcher::test_defaultbackend_autogradcpu, test/test_dispatch.py::TestPythonDispatcher::test_defaultbackend_math, test/test_dispatch.py::TestPythonDispatcher::test_duplicate_registrations, test/test_dispatch.py::TestPythonDispatcher::test_math_autogradcpu, test/test_dispatch.py::TestPythonDispatcher::test_quantized_structured_not_implemented 2025-09-07T06:28:12.6848200Z 2025-09-07T06:28:12.6848400Z Running test_namedtuple_return_api 1/1 ... [2025-09-07 06:28:12.683592] 2025-09-07T06:28:12.6848790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:12.6849820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_namedtuple_return_api.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:12.683934] 2025-09-07T06:28:15.0486980Z 2025-09-07T06:28:15.0487660Z test_namedtuple_return_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_namedtuple_return_api_1.1_13439b6a92d6ea25_.log 2025-09-07T06:28:15.0489090Z Running 3 items in this shard: test/test_namedtuple_return_api.py::TestNamedTupleAPI::test_import_return_types, test/test_namedtuple_return_api.py::TestNamedTupleAPI::test_namedtuple_return, test/test_namedtuple_return_api.py::TestNamedTupleAPI::test_native_functions_yaml 2025-09-07T06:28:15.0489980Z 2025-09-07T06:28:15.0491250Z Running test_cpp_extensions_mtia_backend 1/1 ... [2025-09-07 06:28:15.049062] 2025-09-07T06:28:15.0491650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:15.0495730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cpp_extensions_mtia_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:15.049435] 2025-09-07T06:28:16.6282210Z 2025-09-07T06:28:16.6282910Z test_cpp_extensions_mtia_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_mtia_backend_1.1_f21ede9dc6cfe662_.log 2025-09-07T06:28:16.6284800Z Running 5 items in this shard: test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_device_context, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_get_device_module, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_basic, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_context, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_context_different_device 2025-09-07T06:28:16.6286210Z 2025-09-07T06:28:16.6286360Z Running test_jit_disabled 1/1 ... [2025-09-07 06:28:16.628575] 2025-09-07T06:28:16.6289290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:16.6290330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit_disabled.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:16.628890] 2025-09-07T06:28:18.4884600Z 2025-09-07T06:28:18.4885130Z test_jit_disabled 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_disabled_1.1_557397f43974bdeb_.log 2025-09-07T06:28:18.4886100Z Running 3 items in this shard: test/test_jit_disabled.py::TestJitDisabled::test_attribute, test/test_jit_disabled.py::TestJitDisabled::test_recursive_script, test/test_jit_disabled.py::TestJitDisabled::test_script_module_construction 2025-09-07T06:28:18.4886720Z 2025-09-07T06:28:18.4888060Z Running test_fake_tensor 1/1 ... [2025-09-07 06:28:18.488756] 2025-09-07T06:28:18.4888320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:18.4891120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_fake_tensor.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:18.489014] 2025-09-07T06:28:23.5208980Z 2025-09-07T06:28:23.5209530Z test_fake_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fake_tensor_1.1_c0a0d0c4213d7dbf_.log 2025-09-07T06:28:23.5285980Z Running 290 items in this shard: test/test_fake_tensor.py::FakeTensorTest::test__adaptive_avg_pool2d_backward, test/test_fake_tensor.py::FakeTensorTest::test_alias_call, test/test_fake_tensor.py::FakeTensorTest::test_allow_meta, test/test_fake_tensor.py::FakeTensorTest::test_aten_copy_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_aten_index_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_aten_slice_scatter_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_basic, test/test_fake_tensor.py::FakeTensorTest::test_batch_tensor, test/test_fake_tensor.py::FakeTensorTest::test_binary_op_type_promotion, test/test_fake_tensor.py::FakeTensorTest::test_constructor, test/test_fake_tensor.py::FakeTensorTest::test_convert_fake_to_real, test/test_fake_tensor.py::FakeTensorTest::test_cpu_fallback, test/test_fake_tensor.py::FakeTensorTest::test_cuda_initialized, test/test_fake_tensor.py::FakeTensorTest::test_cuda_lstm, test/test_fake_tensor.py::FakeTensorTest::test_cudnn_rnn_with_fallback, test/test_fake_tensor.py::FakeTensorTest::test_cudnn_rnn_without_fallback, test/test_fake_tensor.py::FakeTensorTest::test_custom_op_fallback, test/test_fake_tensor.py::FakeTensorTest::test_data_dependent_operator, test/test_fake_tensor.py::FakeTensorTest::test_deepcopy, test/test_fake_tensor.py::FakeTensorTest::test_device_inplace_copy, test/test_fake_tensor.py::FakeTensorTest::test_embedding_bag_meta, test/test_fake_tensor.py::FakeTensorTest::test_export_numpy, test/test_fake_tensor.py::FakeTensorTest::test_fake_device, test/test_fake_tensor.py::FakeTensorTest::test_fake_dispatch_keys, test/test_fake_tensor.py::FakeTensorTest::test_fake_grad_copy, test/test_fake_tensor.py::FakeTensorTest::test_fake_mode_error, test/test_fake_tensor.py::FakeTensorTest::test_fast_div, test/test_fake_tensor.py::FakeTensorTest::test_from_numpy, test/test_fake_tensor.py::FakeTensorTest::test_fsdp_flat_param, test/test_fake_tensor.py::FakeTensorTest::test_full, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_complex128, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_complex64, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float32, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float64, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fn, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fnuz, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e5m2, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e5m2fnuz, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int16, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int32, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int64, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int8, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_uint8, test/test_fake_tensor.py::FakeTensorTest::test_index_put_error, test/test_fake_tensor.py::FakeTensorTest::test_jagged_fake_to_fake_preserved, test/test_fake_tensor.py::FakeTensorTest::test_like_constructor, test/test_fake_tensor.py::FakeTensorTest::test_mixed_real_and_fake_inputs, test/test_fake_tensor.py::FakeTensorTest::test_mode, test/test_fake_tensor.py::FakeTensorTest::test_nan_to_num, test/test_fake_tensor.py::FakeTensorTest::test_nanmean_out, test/test_fake_tensor.py::FakeTensorTest::test_new, test/test_fake_tensor.py::FakeTensorTest::test_no_tag_func, test/test_fake_tensor.py::FakeTensorTest::test_non_kwarg_device, test/test_fake_tensor.py::FakeTensorTest::test_non_overlapping_stride_zero, test/test_fake_tensor.py::FakeTensorTest::test_non_parameter_grad, test/test_fake_tensor.py::FakeTensorTest::test_normalize_device, test/test_fake_tensor.py::FakeTensorTest::test_op_with_zero_dim_bypassed, test/test_fake_tensor.py::FakeTensorTest::test_out_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_parameter_instantiation, test/test_fake_tensor.py::FakeTensorTest::test_parameter_view, test/test_fake_tensor.py::FakeTensorTest::test_print_in_fake_mode, test/test_fake_tensor.py::FakeTensorTest::test_randperm, test/test_fake_tensor.py::FakeTensorTest::test_recursive_invocation, test/test_fake_tensor.py::FakeTensorTest::test_repr, test/test_fake_tensor.py::FakeTensorTest::test_same_shape_env_preserved, test/test_fake_tensor.py::FakeTensorTest::test_scalar_inputs, test/test_fake_tensor.py::FakeTensorTest::test_scan_reverse_False, test/test_fake_tensor.py::FakeTensorTest::test_scan_reverse_True, test/test_fake_tensor.py::FakeTensorTest::test_setitem, test/test_fake_tensor.py::FakeTensorTest::test_shape_take_not_device, test/test_fake_tensor.py::FakeTensorTest::test_split_return_self, test/test_fake_tensor.py::FakeTensorTest::test_throw, test/test_fake_tensor.py::FakeTensorTest::test_tolist, test/test_fake_tensor.py::FakeTensorTest::test_type_as, test/test_fake_tensor.py::FakeTensorTest::test_unbind_copy_out, test/test_fake_tensor.py::FakeTensorTest::test_unsqueeze_copy, test/test_fake_tensor.py::FakeTensorTest::test_upsample_bilinear_small_channels, test/test_fake_tensor.py::FakeTensorTest::test_zero_dim, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test__adaptive_avg_pool2d_backward_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_alias_call_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_allow_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_aten_copy_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_aten_index_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_aten_slice_scatter_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_basic_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_batch_tensor_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_binary_op_type_promotion_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_constructor_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_convert_fake_to_real_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cpu_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cuda_initialized_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cuda_lstm_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cudnn_rnn_with_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cudnn_rnn_without_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_custom_op_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_data_dependent_operator_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_deepcopy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_device_inplace_copy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_embedding_bag_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_export_numpy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_dispatch_keys_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_grad_copy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_mode_error_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fast_div_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_from_numpy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fsdp_flat_param_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_full_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_complex128_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_complex64_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float32_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float64_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fn_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fnuz_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e5m2_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e5m2fnuz_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int16_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int32_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int64_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int8_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_uint8_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_put_error_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_jagged_fake_to_fake_preserved_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_like_constructor_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_mixed_real_and_fake_inputs_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_nan_to_num_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_nanmean_out_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_new_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_no_tag_func_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_non_kwarg_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_non_overlapping_stride_zero_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_non_parameter_grad_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_normalize_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_op_with_zero_dim_bypassed_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_out_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_parameter_instantiation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_parameter_view_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_print_in_fake_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_randperm_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_recursive_invocation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_repr_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_same_shape_env_preserved_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_scalar_inputs_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_scan_reverse_False_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_scan_reverse_True_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_setitem_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_shape_take_not_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_split_return_self_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_throw_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_tolist_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_type_as_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_unbind_copy_out_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_unsqueeze_copy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_upsample_bilinear_small_channels_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_zero_dim_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorConstHandling::test_aliased_const_write, test/test_fake_tensor.py::FakeTensorConstHandling::test_constant_invalidation, test/test_fake_tensor.py::FakeTensorConstHandling::test_constant_propagate_through_functions, test/test_fake_tensor.py::FakeTensorConstHandling::test_fake_tensor_batch_norm_cpu, test/test_fake_tensor.py::FakeTensorConstHandling::test_fake_tensor_in_intlist_repro, test/test_fake_tensor.py::FakeTensorConstHandling::test_inplace_add, test/test_fake_tensor.py::FakeTensorConstHandling::test_inplace_view_invalidation, test/test_fake_tensor.py::FakeTensorConstHandling::test_shared_storage_invalidation, test/test_fake_tensor.py::FakeTensorConstHandling::test_shared_storages, test/test_fake_tensor.py::FakeTensorConstHandling::test_simple, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_aliased_const_write_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_constant_invalidation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_constant_propagate_through_functions_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_fake_tensor_batch_norm_cpu_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_fake_tensor_in_intlist_repro_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_inplace_add_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_inplace_view_invalidation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_shared_storage_invalidation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_shared_storages_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_simple_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyCatCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyCubeCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyMulCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyMulScalarCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyNMSCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyNonzeroCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpySortCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpySplitCopyCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyTakeCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyViewCopyCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyCatCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyCubeCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyMulCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyMulScalarCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyNMSCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyNonzeroCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpySortCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpySplitCopyCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyTakeCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyViewCopyCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorConverterTest::test_dead_key, test/test_fake_tensor.py::FakeTensorConverterTest::test_dead_weak_ref, test/test_fake_tensor.py::FakeTensorConverterTest::test_memoized_conversion_from_meta, test/test_fake_tensor.py::FakeTensorConverterTest::test_memoized_conversion_to_meta, test/test_fake_tensor.py::FakeTensorConverterTest::test_multiple_modes, test/test_fake_tensor.py::FakeTensorConverterTest::test_no_active_mode, test/test_fake_tensor.py::FakeTensorConverterTest::test_no_ref_cycle, test/test_fake_tensor.py::FakeTensorConverterTest::test_separate_mode_error, test/test_fake_tensor.py::FakeTensorConverterTest::test_separate_tensor_storages_non_view, test/test_fake_tensor.py::FakeTensorConverterTest::test_separate_tensor_storages_view, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_dead_key_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_dead_weak_ref_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_memoized_conversion_from_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_memoized_conversion_to_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_multiple_modes_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_no_active_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_no_ref_cycle_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_separate_mode_error_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_separate_tensor_storages_non_view_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_separate_tensor_storages_view_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_conv_c1_backward, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_cross_entropy_loss, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_embedding_bag_private, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_fake_gpu_no_init, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_flash_attention, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_like_ops, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_module_to, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_no_dispatch_with_like_function, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_non_kwarg_only_device, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_sparse_new, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_str_storage, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_tensor_constructors_all_have_kwarg_device, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_tensor_new, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_conv_c1_backward_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_cross_entropy_loss_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_embedding_bag_private_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_fake_gpu_no_init_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_flash_attention_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_like_ops_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_module_to_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_no_dispatch_with_like_function_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_non_kwarg_only_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_sparse_new_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_str_storage_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_tensor_constructors_all_have_kwarg_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_tensor_new_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorPropTest::test_fake_tensor_prop_on_nn_module, test/test_fake_tensor.py::FakeTensorPropTest::test_fake_tensor_prop_on_nn_module_with_optional_args, test/test_fake_tensor.py::FakeTensorPropTest::test_nan_to_num, test/test_fake_tensor.py::FakeTensorPropTest::test_nonzero_stride, test/test_fake_tensor.py::FakeTensorPropTest::test_torch_load_with_fake_mode, test/test_fake_tensor.py::FakeTensorPropTest::test_unbacked_shape_realloc, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_fake_tensor_prop_on_nn_module_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_fake_tensor_prop_on_nn_module_with_optional_args_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_nan_to_num_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_nonzero_stride_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_torch_load_with_fake_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_unbacked_shape_realloc_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorSerialization::test_serialization, test/test_fake_tensor.py::FakeTensorSerialization::test_serialization_with_tracing, test/test_fake_tensor.py::FakeTensorDispatchCache::test__upsample_bilinear2d_aa_backward_dynamic_shapes, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_aten_index, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_bypass, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_default_device, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_default_dtype, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_dispatch_key_set, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_hit, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_inplace_op, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_constants, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_device, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_dtype, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_is_conj, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_is_inference, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_is_neg, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_memory_format, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_requires_grad, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_shape, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_storage_offset, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_stride, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_tuple_outputs, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_view_op, test/test_fake_tensor.py::FakeTensorDispatchCache::test_fft_hfft2_issue145522, test/test_fake_tensor.py::FakeTensorDispatchCache::test_from_buffer, test/test_fake_tensor.py::FakeTensorDispatchCache::test_inference_mode, test/test_fake_tensor.py::FakeTensorDispatchCache::test_invoke_subgraph, test/test_fake_tensor.py::FakeTensorDispatchCache::test_invoke_subgraph_cacheable_inplace, test/test_fake_tensor.py::FakeTensorDispatchCache::test_meta_tensor_to_fake_cpu, test/test_fake_tensor.py::FakeTensorDispatchCache::test_shape_env_settings, test/test_fake_tensor.py::FakeTensorDispatchCache::test_unbacked_output, test/test_fake_tensor.py::FakeTensorDispatchCache::test_wrapper_tensor_subclass_different_device, test/test_fake_tensor.py::FakeTensorPreferDeviceType::test_fake_tensor_prefer_device_type, test/test_fake_tensor.py::FakeTensorPreferDeviceType::test_fake_tensor_prefer_device_type_cpu_only 2025-09-07T06:28:23.5355790Z 2025-09-07T06:28:23.5355920Z Running test_cuda_trace 1/1 ... [2025-09-07 06:28:23.521438] 2025-09-07T06:28:23.5356170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:23.5356940Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cuda_trace.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:23.521730] 2025-09-07T06:28:25.0483600Z 2025-09-07T06:28:25.0484200Z test_cuda_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_trace_1.1_4d9b63986653c548_.log 2025-09-07T06:28:25.0484660Z Running 0 items in this shard: 2025-09-07T06:28:25.0484790Z 2025-09-07T06:28:25.0487480Z Running test_cpp_extensions_stream_and_event 1/1 ... [2025-09-07 06:28:25.048662] 2025-09-07T06:28:25.0487810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:25.0490760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cpp_extensions_stream_and_event.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:25.048961] 2025-09-07T06:28:26.6303550Z 2025-09-07T06:28:26.6304260Z test_cpp_extensions_stream_and_event 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_stream_and_event_1.1_425a547bd48762a7_.log 2025-09-07T06:28:26.6305190Z Running 1 items in this shard: test/test_cpp_extensions_stream_and_event.py::TestCppExtensionStreamAndEvent::test_stream_event 2025-09-07T06:28:26.6305590Z 2025-09-07T06:28:26.6307920Z Running test_python_dispatch 1/1 ... [2025-09-07 06:28:26.630727] 2025-09-07T06:28:26.6308230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:26.6311130Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_python_dispatch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:26.631021] 2025-09-07T06:28:32.2403610Z 2025-09-07T06:28:32.2404230Z test_python_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_python_dispatch_1.1_8d9c0f4190714d9a_.log 2025-09-07T06:28:32.2437550Z Running 119 items in this shard: test/test_python_dispatch.py::TestDispatcherPythonBindings::test_call_boxed, test/test_python_dispatch.py::TestPythonRegistration::test_alias_analysis, test/test_python_dispatch.py::TestPythonRegistration::test_create_new_library, test/test_python_dispatch.py::TestPythonRegistration::test_create_new_library_fragment_no_existing, test/test_python_dispatch.py::TestPythonRegistration::test_create_new_library_fragment_with_existing, test/test_python_dispatch.py::TestPythonRegistration::test_dispatcher_error_filenames, test/test_python_dispatch.py::TestPythonRegistration::test_dispatchkeyset_eq, test/test_python_dispatch.py::TestPythonRegistration::test_dispatchkeyset_pickle, test/test_python_dispatch.py::TestPythonRegistration::test_error_for_unsupported_ns_or_kind, test/test_python_dispatch.py::TestPythonRegistration::test_error_if_fn_not_callable, test/test_python_dispatch.py::TestPythonRegistration::test_extend_library_with_dispatch_key_arg, test/test_python_dispatch.py::TestPythonRegistration::test_fallback, test/test_python_dispatch.py::TestPythonRegistration::test_fallback_fallthrough, test/test_python_dispatch.py::TestPythonRegistration::test_fallback_keyset, test/test_python_dispatch.py::TestPythonRegistration::test_fallthrough_for_dense_key_with_meta_in_tls, test/test_python_dispatch.py::TestPythonRegistration::test_finalizer, test/test_python_dispatch.py::TestPythonRegistration::test_override_aten_ops_with_multiple_libraries, test/test_python_dispatch.py::TestPythonRegistration::test_override_cpu_sum, test/test_python_dispatch.py::TestPythonRegistration::test_override_cuda_with_jiterator, test/test_python_dispatch.py::TestPythonRegistration::test_register_fallthrough, test/test_python_dispatch.py::TestPythonRegistration::test_returning_symint, test/test_python_dispatch.py::TestPythonDispatch::test_all_same_mode, test/test_python_dispatch.py::TestPythonDispatch::test_autograd_in_attr, test/test_python_dispatch.py::TestPythonDispatch::test_basic, test/test_python_dispatch.py::TestPythonDispatch::test_capture_logs_with_torch_dispatch_mode, test/test_python_dispatch.py::TestPythonDispatch::test_construct_int_tensor, test/test_python_dispatch.py::TestPythonDispatch::test_custom_autograd, test/test_python_dispatch.py::TestPythonDispatch::test_custom_dispatch_mode_not_supports_higher_order_operators, test/test_python_dispatch.py::TestPythonDispatch::test_custom_dispatch_mode_supports_higher_order_operators, test/test_python_dispatch.py::TestPythonDispatch::test_custom_size_policy_dynamic_shapes, test/test_python_dispatch.py::TestPythonDispatch::test_data_ptr_respects_numel_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_deepcopy_non_wrapper_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_deepcopy_wrapper_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_deepcopy_wrapper_subclass_with_clone_returning_different_type, test/test_python_dispatch.py::TestPythonDispatch::test_detach_appears_twice_when_called_once, test/test_python_dispatch.py::TestPythonDispatch::test_device_slowpath, test/test_python_dispatch.py::TestPythonDispatch::test_dim_slowpath, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_super_call, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_super_call_list_arg, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_super_dont_autograd, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_uint64, test/test_python_dispatch.py::TestPythonDispatch::test_error_using_class_method_on_mode, test/test_python_dispatch.py::TestPythonDispatch::test_exception_handling, test/test_python_dispatch.py::TestPythonDispatch::test_fancy_strides, test/test_python_dispatch.py::TestPythonDispatch::test_format, test/test_python_dispatch.py::TestPythonDispatch::test_get_cur_mode, test/test_python_dispatch.py::TestPythonDispatch::test_get_mode_stack, test/test_python_dispatch.py::TestPythonDispatch::test_index_put_where_only_index_is_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_invalid_ret, test/test_python_dispatch.py::TestPythonDispatch::test_is_contiguous_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_kwarg_only, test/test_python_dispatch.py::TestPythonDispatch::test_kwarg_only_and_positional_default, test/test_python_dispatch.py::TestPythonDispatch::test_layout_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_like, test/test_python_dispatch.py::TestPythonDispatch::test_list_ret, test/test_python_dispatch.py::TestPythonDispatch::test_make_fx_with_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_make_subclass_with_modes, test/test_python_dispatch.py::TestPythonDispatch::test_make_wrapper_subclass_noalloc, test/test_python_dispatch.py::TestPythonDispatch::test_make_wrapper_subclass_propagates_metadata, test/test_python_dispatch.py::TestPythonDispatch::test_maybe_tuple_bug, test/test_python_dispatch.py::TestPythonDispatch::test_mode_detection, test/test_python_dispatch.py::TestPythonDispatch::test_mode_with_make_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_multiple_ops_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_nested_push_logging_tensor_mode, test/test_python_dispatch.py::TestPythonDispatch::test_nesting_same_mode, test/test_python_dispatch.py::TestPythonDispatch::test_new_ones, test/test_python_dispatch.py::TestPythonDispatch::test_none_wrapping, test/test_python_dispatch.py::TestPythonDispatch::test_notimplemented_mode, test/test_python_dispatch.py::TestPythonDispatch::test_optional_tensor_list, test/test_python_dispatch.py::TestPythonDispatch::test_out, test/test_python_dispatch.py::TestPythonDispatch::test_produce_real_type, test/test_python_dispatch.py::TestPythonDispatch::test_record_stream, test/test_python_dispatch.py::TestPythonDispatch::test_return_and_correct_aliasing_gives_correct_stride, test/test_python_dispatch.py::TestPythonDispatch::test_return_stream, test/test_python_dispatch.py::TestPythonDispatch::test_set_data, test/test_python_dispatch.py::TestPythonDispatch::test_shallow_copy_and_detach, test/test_python_dispatch.py::TestPythonDispatch::test_sizes_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_standard_is_not_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_storage, test/test_python_dispatch.py::TestPythonDispatch::test_storage_can_be_converted_to_python_object, test/test_python_dispatch.py::TestPythonDispatch::test_strides_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_subclass_creation, test/test_python_dispatch.py::TestPythonDispatch::test_subclass_priority, test/test_python_dispatch.py::TestPythonDispatch::test_sym_sizes_strides_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_tolist_numpy_with_torch_dispatch_mode, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_basic, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_respects_no_dispatch, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_subclass_priority, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_unrelated_tensors, test/test_python_dispatch.py::TestPythonDispatch::test_version, test/test_python_dispatch.py::TestPythonDispatch::test_view_returns_alias_under_torch_dispatch, test/test_python_dispatch.py::TestPythonDispatch::test_with_mode_created_separately, test/test_python_dispatch.py::TestPythonDispatch::test_with_nested_modes, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_extra_dispatch_keys, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_multiprocessing_preserves_dtype, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_reentrant_dispatch_with_mode, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_serializes, test/test_python_dispatch.py::TestPythonDispatcher::test_basic, test/test_python_dispatch.py::TestPythonDispatcher::test_lstsq, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_cat_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_conv2d_cpu, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyCatCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyCubeCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyMulCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyMulScalarCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyNMSCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyNonzeroCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpySortCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpySplitCopyCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyTakeCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyViewCopyCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_fft_fft2_cpu, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_mul_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_native_batch_norm_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_out_op_cpu, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_split_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_split_list_args_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_view_cpu_float32 2025-09-07T06:28:32.2468880Z 2025-09-07T06:28:32.2469050Z Running test_tensor_creation_ops 1/1 ... [2025-09-07 06:28:32.240838] 2025-09-07T06:28:32.2469420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:32.2476200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_tensor_creation_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:32.241170] 2025-09-07T06:28:41.8414340Z 2025-09-07T06:28:41.8415020Z test_tensor_creation_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensor_creation_ops_1.1_ddaa83b00bd1b7f7_.log 2025-09-07T06:28:41.8552140Z Running 646 items in this shard: test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_lowp_cpu_bfloat16, 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test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_bool_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_factories_64bit_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_warning_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_repeat_interleave_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_roll_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_bartlett_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_bartlett_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_bartlett_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_blackman_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_blackman_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_blackman_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hamming_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hamming_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hamming_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hann_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hann_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hann_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_bartlett_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_bartlett_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_blackman_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_blackman_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_cosine_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_cosine_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hamming_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hamming_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hann_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hann_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_nuttall_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_nuttall_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_simple_scalar_cast_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_stack_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_stack_out_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_storage_filename_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_strided_mismatched_stride_shape_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_ctor_device_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_device_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factories_empty_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_copy_var_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_gpu_type_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_gpu_type_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_type_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_from_non_writable_numpy_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_from_sequence_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_out_dtype_error_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_out_dtype_error_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_same_dtype_error_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_same_dtype_error_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_polar_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_polar_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_unpack_double_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_unpack_double_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vsplit_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vsplit_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vsplit_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_bounds_checking_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_out_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_normal_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_normal_cpu_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_normal_std_error_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_complex128, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_complex32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_complex64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randint_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randint_distribution_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randint_inference_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_bfloat16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_complex128, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_complex32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_complex64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_float16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_random_neg_values_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randperm_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randperm_device_compatibility_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randperm_large_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_uniform_from_to_cpu_float16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_uniform_from_to_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_uniform_from_to_cpu_float64, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_empty_like_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_full_like_inference_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_ones_like_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_ones_like_multiple_device_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_zeros_like_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_zeros_like_multiple_device_cpu, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_byte_to_int_cpu, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_astensor_consistency_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_default_device_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_device_without_index_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_numpy_scalars_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_retain_autograd_history_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_retain_autograd_history_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_unsupported_alias_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_unsupported_alias_mult_devices_cpu_float32 2025-09-07T06:28:41.8683450Z 2025-09-07T06:28:41.8683590Z Running test_cuda_nvml_based_avail 1/1 ... [2025-09-07 06:28:41.842113] 2025-09-07T06:28:41.8683870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:41.8684630Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cuda_nvml_based_avail.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:41.842383] 2025-09-07T06:28:43.3697720Z 2025-09-07T06:28:43.3698320Z test_cuda_nvml_based_avail 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_nvml_based_avail_1.1_4fb74c1d06487182_.log 2025-09-07T06:28:43.3698840Z Running 0 items in this shard: 2025-09-07T06:28:43.3698970Z 2025-09-07T06:28:43.3701310Z Running test_autograd_fallback 1/1 ... [2025-09-07 06:28:43.370059] 2025-09-07T06:28:43.3701850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:43.3704430Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_autograd_fallback.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:43.370328] 2025-09-07T06:28:45.1778330Z 2025-09-07T06:28:45.1778870Z test_autograd_fallback 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_fallback_1.1_80acea7dc2dd1386_.log 2025-09-07T06:28:45.1786140Z Running 28 items in this shard: test/test_autograd_fallback.py::TestAutogradFallback::test_autograd_function_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_autograd_function_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_base_does_not_require_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_base_does_not_require_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_composite_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_composite_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_cpu_return_self_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_cpu_return_self_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_autograd_function_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_autograd_function_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_on_tensor_that_does_not_require_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_on_tensor_that_does_not_require_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_inplace_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_inplace_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_leaf_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_leaf_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_mix_of_requires_grad_tensors_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_mix_of_requires_grad_tensors_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_supports_tensor_lists_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_supports_tensor_lists_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_grads_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_grads_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_inputs_outputs_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_inputs_outputs_mode_warn 2025-09-07T06:28:45.1793320Z 2025-09-07T06:28:45.1793480Z Running dynamo/test_fake_distributed 1/1 ... [2025-09-07 06:28:45.178141] 2025-09-07T06:28:45.1793760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:45.1794530Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_fake_distributed.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:45.178400] 2025-09-07T06:28:48.5988180Z 2025-09-07T06:28:48.5989120Z dynamo/test_fake_distributed 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fake_distributed_1.1_edca7c799565dbed_.log 2025-09-07T06:28:48.5990400Z Running 2 items in this shard: test/dynamo/test_fake_distributed.py::TestFakeDistributed::test_all_to_all_single_autograd, test/dynamo/test_fake_distributed.py::TestFakeDistributed::test_device_mesh_get_local_rank 2025-09-07T06:28:48.5991110Z 2025-09-07T06:28:48.5992640Z Running inductor/test_distributed_patterns 1/1 ... [2025-09-07 06:28:48.599192] 2025-09-07T06:28:48.5993040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:48.5996290Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_distributed_patterns.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:48.599516] 2025-09-07T06:28:50.9984010Z 2025-09-07T06:28:50.9984680Z inductor/test_distributed_patterns 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_distributed_patterns_1.1_42aca8c805d1f4ef_.log 2025-09-07T06:28:50.9985370Z 2025-09-07T06:28:50.9987570Z Running test_autocast 1/1 ... [2025-09-07 06:28:50.998677] 2025-09-07T06:28:50.9987840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:50.9990380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_autocast.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:50.998946] 2025-09-07T06:28:53.1957500Z 2025-09-07T06:28:53.1958000Z test_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autocast_1.1_216bd2e2b8bc509b_.log 2025-09-07T06:28:53.1961820Z Running 20 items in this shard: test/test_autocast.py::TestAutocastCPU::test_autocast_disabled_with_fp32_dtype, test/test_autocast.py::TestAutocastCPU::test_autocast_methods_expect_builtin_promote, test/test_autocast.py::TestAutocastCPU::test_autocast_nn_16, test/test_autocast.py::TestAutocastCPU::test_autocast_nn_fp32, test/test_autocast.py::TestAutocastCPU::test_autocast_rnn, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_16, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_expect_builtin_promote, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_fp32, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_need_autocast_promote, test/test_autocast.py::TestAutocastCPU::test_cpu_autocast_deprecated_warning, test/test_autocast.py::TestAutocastCPU::test_generic_autocast, test/test_autocast.py::TestAutocastGPU::test_autocast_prioritize, test/test_autocast.py::TestAutocastGPU::test_cache_disabled, test/test_autocast.py::TestAutocastGPU::test_cast_cache_is_global, test/test_autocast.py::TestAutocastMPS::test_cast_cache_is_global, test/test_autocast.py::TestAutocastMPS::test_mps_autocast_bfloat16_supported, test/test_autocast.py::TestAutocastMPS::test_mps_autocast_error_message, test/test_autocast.py::TestTorchAutocast::test_autocast_fast_dtype, test/test_autocast.py::TestTorchAutocast::test_invalid_device, test/test_autocast.py::TestTorchAutocast::test_non_string_device 2025-09-07T06:28:53.1965670Z 2025-09-07T06:28:53.1965770Z Running test_torch 1/1 ... [2025-09-07 06:28:53.196052] 2025-09-07T06:28:53.1966000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:53.1966690Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_torch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:53.196305] 2025-09-07T06:28:59.5921330Z 2025-09-07T06:28:59.5921860Z test_torch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_torch_1.1_ce657c96dbe9a488_.log 2025-09-07T06:28:59.6102630Z Running 953 items in this shard: test/test_torch.py::TestBasicVitalSigns::test_basic_vitals, test/test_torch.py::TestBasicVitalSigns::test_basic_vitals_read_write, test/test_torch.py::TestBasicVitalSigns::test_dataloader_vitals, test/test_torch.py::TestTorch::test_RNGState, test/test_torch.py::TestTorch::test_RNGStateAliasing, test/test_torch.py::TestTorch::test_RNG_after_pickle, test/test_torch.py::TestTorch::test_Size, test/test_torch.py::TestTorch::test_Size_concat_non_tuple_sequence, test/test_torch.py::TestTorch::test_Size_concat_wildcard, test/test_torch.py::TestTorch::test_Size_iter, test/test_torch.py::TestTorch::test_Size_scalar, test/test_torch.py::TestTorch::test_add_meta_scalar, test/test_torch.py::TestTorch::test_allow_tensor_metadata_change, test/test_torch.py::TestTorch::test_apply, test/test_torch.py::TestTorch::test_as_subclass, test/test_torch.py::TestTorch::test_assert_async, test/test_torch.py::TestTorch::test_backward_hooks_traverse, test/test_torch.py::TestTorch::test_batch_norm_cpu_inference, test/test_torch.py::TestTorch::test_bf16_supported_on_cpu, test/test_torch.py::TestTorch::test_bmm_multithreaded, test/test_torch.py::TestTorch::test_boxMullerState, test/test_torch.py::TestTorch::test_cat_neg_dim, test/test_torch.py::TestTorch::test_check, test/test_torch.py::TestTorch::test_chunk_neg_dim, test/test_torch.py::TestTorch::test_conj_neg_tolist, test/test_torch.py::TestTorch::test_conj_physical_meta_stride, test/test_torch.py::TestTorch::test_contains, test/test_torch.py::TestTorch::test_copy_broadcast, test/test_torch.py::TestTorch::test_copy_dtypes, test/test_torch.py::TestTorch::test_copy_float16, test/test_torch.py::TestTorch::test_copy_many_to_one, test/test_torch.py::TestTorch::test_copy_transpose, test/test_torch.py::TestTorch::test_cuda_not_built, test/test_torch.py::TestTorch::test_cummax_neg_dim, test/test_torch.py::TestTorch::test_cummin_neg_dim, test/test_torch.py::TestTorch::test_cumprod_neg_dim, test/test_torch.py::TestTorch::test_cumsum_neg_dim, test/test_torch.py::TestTorch::test_cxx_flags, test/test_torch.py::TestTorch::test_data_ptr_of_empty_tensor_with_storage, test/test_torch.py::TestTorch::test_data_ptr_of_empty_view_with_storage, test/test_torch.py::TestTorch::test_deepcopy_gradient, test/test_torch.py::TestTorch::test_deepcopy_parameter, test/test_torch.py::TestTorch::test_deterministic_fill_uninitialized_memory, test/test_torch.py::TestTorch::test_deterministic_flag, test/test_torch.py::TestTorch::test_device, test/test_torch.py::TestTorch::test_dim_order, test/test_torch.py::TestTorch::test_dir, test/test_torch.py::TestTorch::test_doc, test/test_torch.py::TestTorch::test_doc_template, test/test_torch.py::TestTorch::test_dot_data_use, test/test_torch.py::TestTorch::test_dtype_is_signed, test/test_torch.py::TestTorch::test_element_size, test/test_torch.py::TestTorch::test_empty_meta, test/test_torch.py::TestTorch::test_empty_storage_view, test/test_torch.py::TestTorch::test_equal, test/test_torch.py::TestTorch::test_error_msg_type_translation, test/test_torch.py::TestTorch::test_fill_diagonal, test/test_torch.py::TestTorch::test_format_scalar_meta, test/test_torch.py::TestTorch::test_from_buffer, test/test_torch.py::TestTorch::test_from_file, test/test_torch.py::TestTorch::test_gather_neg_dim, test/test_torch.py::TestTorch::test_generator_cpu, test/test_torch.py::TestTorch::test_get_cpu_capability, test/test_torch.py::TestTorch::test_has_internal_overlap, test/test_torch.py::TestTorch::test_has_storage, test/test_torch.py::TestTorch::test_index_add, test/test_torch.py::TestTorch::test_index_add_all_dtypes, test/test_torch.py::TestTorch::test_index_add_cornercase, test/test_torch.py::TestTorch::test_index_add_correctness, test/test_torch.py::TestTorch::test_index_add_neg_dim, test/test_torch.py::TestTorch::test_index_copy_neg_dim, test/test_torch.py::TestTorch::test_index_fill_neg_dim, test/test_torch.py::TestTorch::test_index_select_neg_dim, test/test_torch.py::TestTorch::test_invalid_arg_error_handling, test/test_torch.py::TestTorch::test_invalid_generator_raises, test/test_torch.py::TestTorch::test_is_nonzero, test/test_torch.py::TestTorch::test_is_same_size, test/test_torch.py::TestTorch::test_iter, test/test_torch.py::TestTorch::test_kthvalue_neg_dim, test/test_torch.py::TestTorch::test_linspace_logspace, test/test_torch.py::TestTorch::test_logcumsumexp_neg_dim, test/test_torch.py::TestTorch::test_manual_seed, test/test_torch.py::TestTorch::test_map, test/test_torch.py::TestTorch::test_map2, test/test_torch.py::TestTorch::test_max_neg_dim, test/test_torch.py::TestTorch::test_mean_neg_dim, test/test_torch.py::TestTorch::test_median_neg_dim, test/test_torch.py::TestTorch::test_memory_format, test/test_torch.py::TestTorch::test_memory_format_contiguous_returns_same_tensor_if_already_satisfies, test/test_torch.py::TestTorch::test_memory_format_empty, test/test_torch.py::TestTorch::test_min_neg_dim, test/test_torch.py::TestTorch::test_mode_neg_dim, test/test_torch.py::TestTorch::test_multinomial_invalid_probs, test/test_torch.py::TestTorch::test_nanmedian_neg_dim, test/test_torch.py::TestTorch::test_narrow_neg_dim, test/test_torch.py::TestTorch::test_nbytes, test/test_torch.py::TestTorch::test_ndim, test/test_torch.py::TestTorch::test_new, test/test_torch.py::TestTorch::test_newaxis_numpy_comparison, test/test_torch.py::TestTorch::test_newindex, test/test_torch.py::TestTorch::test_no_cuda_monkeypatch, test/test_torch.py::TestTorch::test_norm_neg_dim, test/test_torch.py::TestTorch::test_normal_shape, test/test_torch.py::TestTorch::test_numel, test/test_torch.py::TestTorch::test_parallel_info, test/test_torch.py::TestTorch::test_parsing_double, test/test_torch.py::TestTorch::test_parsing_int64, test/test_torch.py::TestTorch::test_parsing_intlist, test/test_torch.py::TestTorch::test_permute, test/test_torch.py::TestTorch::test_pickle, test/test_torch.py::TestTorch::test_pickle_dtype, test/test_torch.py::TestTorch::test_pickle_function, test/test_torch.py::TestTorch::test_pickle_generator, test/test_torch.py::TestTorch::test_pickle_parameter, test/test_torch.py::TestTorch::test_pickle_parameter_no_requires_grad, test/test_torch.py::TestTorch::test_pickle_size, test/test_torch.py::TestTorch::test_pin_memory, test/test_torch.py::TestTorch::test_print, test/test_torch.py::TestTorch::test_prod_neg_dim, test/test_torch.py::TestTorch::test_pyobj_preserved, test/test_torch.py::TestTorch::test_qengine, test/test_torch.py::TestTorch::test_renorm_neg_dim, test/test_torch.py::TestTorch::test_resizable, test/test_torch.py::TestTorch::test_reversed, test/test_torch.py::TestTorch::test_scatter_neg_dim, test/test_torch.py::TestTorch::test_select_neg_dim, test/test_torch.py::TestTorch::test_set_flush_denormal, test/test_torch.py::TestTorch::test_setting_real_imag_to_a_number, test/test_torch.py::TestTorch::test_show_config, test/test_torch.py::TestTorch::test_size_neg_dim, test/test_torch.py::TestTorch::test_size_stride, test/test_torch.py::TestTorch::test_sizeof, test/test_torch.py::TestTorch::test_slice, test/test_torch.py::TestTorch::test_slow_test, test/test_torch.py::TestTorch::test_sobolengine_bounds, test/test_torch.py::TestTorch::test_sobolengine_bounds_scrambled, test/test_torch.py::TestTorch::test_sobolengine_continuing, test/test_torch.py::TestTorch::test_sobolengine_continuing_scrambled, test/test_torch.py::TestTorch::test_sobolengine_default_dtype, test/test_torch.py::TestTorch::test_sobolengine_distribution, test/test_torch.py::TestTorch::test_sobolengine_distribution_scrambled, test/test_torch.py::TestTorch::test_sobolengine_draw, test/test_torch.py::TestTorch::test_sobolengine_draw_base2, test/test_torch.py::TestTorch::test_sobolengine_draw_base2_scrambled, test/test_torch.py::TestTorch::test_sobolengine_draw_scrambled, test/test_torch.py::TestTorch::test_sobolengine_fast_forward, test/test_torch.py::TestTorch::test_sobolengine_fast_forward_scrambled, test/test_torch.py::TestTorch::test_sobolengine_first_point, test/test_torch.py::TestTorch::test_sobolengine_high_dim, test/test_torch.py::TestTorch::test_sobolengine_raise, test/test_torch.py::TestTorch::test_sobolengine_reset, test/test_torch.py::TestTorch::test_sobolengine_reset_scrambled, test/test_torch.py::TestTorch::test_sort_neg_dim, test/test_torch.py::TestTorch::test_split_neg_dim, test/test_torch.py::TestTorch::test_split_with_sizes_copy_out, test/test_torch.py::TestTorch::test_squeeze_neg_dim, test/test_torch.py::TestTorch::test_std_neg_dim, test/test_torch.py::TestTorch::test_storage_base_init, test/test_torch.py::TestTorch::test_storage_base_new, test/test_torch.py::TestTorch::test_storage_byteswap, test/test_torch.py::TestTorch::test_storage_casts, test/test_torch.py::TestTorch::test_storage_cycle_via_dict, test/test_torch.py::TestTorch::test_storage_cycle_via_slots, test/test_torch.py::TestTorch::test_storage_dead_weak_ref, test/test_torch.py::TestTorch::test_storage_dealloc, test/test_torch.py::TestTorch::test_storage_dealloc_resurrected, test/test_torch.py::TestTorch::test_storage_dealloc_subclass_resurrected, test/test_torch.py::TestTorch::test_storage_dealloc_subclass_zombie, test/test_torch.py::TestTorch::test_storage_dict_dealloc, test/test_torch.py::TestTorch::test_storage_error, test/test_torch.py::TestTorch::test_storage_error_no_attribute, test/test_torch.py::TestTorch::test_storage_finalizer_dealloc, test/test_torch.py::TestTorch::test_storage_fix_weakref_no_leak, test/test_torch.py::TestTorch::test_storage_from_tensor_dealloc, test/test_torch.py::TestTorch::test_storage_from_tensor_dealloc_resurrected, test/test_torch.py::TestTorch::test_storage_from_tensor_dealloc_zombie, test/test_torch.py::TestTorch::test_storage_preserve_nonhermetic_in_hermetic_context, test/test_torch.py::TestTorch::test_storage_resurrected_weak_ref, test/test_torch.py::TestTorch::test_storage_slot_dealloc, test/test_torch.py::TestTorch::test_storage_weakref_dealloc, test/test_torch.py::TestTorch::test_structseq_repr, test/test_torch.py::TestTorch::test_subclass_preserved, test/test_torch.py::TestTorch::test_subclass_tensors, test/test_torch.py::TestTorch::test_sum_neg_dim, test/test_torch.py::TestTorch::test_swap_basic, test/test_torch.py::TestTorch::test_swap_fail_slots, test/test_torch.py::TestTorch::test_t_not_2d_error, test/test_torch.py::TestTorch::test_tensor_base_init, test/test_torch.py::TestTorch::test_tensor_base_new, test/test_torch.py::TestTorch::test_tensor_ctor_scalar, test/test_torch.py::TestTorch::test_tensor_cycle_via_dict, test/test_torch.py::TestTorch::test_tensor_cycle_via_slots, test/test_torch.py::TestTorch::test_tensor_dead_weak_ref, test/test_torch.py::TestTorch::test_tensor_dict_dealloc, test/test_torch.py::TestTorch::test_tensor_finalizer_dealloc, test/test_torch.py::TestTorch::test_tensor_fix_weakref_no_leak, test/test_torch.py::TestTorch::test_tensor_item_no_warning, test/test_torch.py::TestTorch::test_tensor_ressurecting_clear, test/test_torch.py::TestTorch::test_tensor_resurrected_weak_ref, test/test_torch.py::TestTorch::test_tensor_set, test/test_torch.py::TestTorch::test_tensor_set_errors, test/test_torch.py::TestTorch::test_tensor_slot_dealloc, test/test_torch.py::TestTorch::test_tensor_weakref_dealloc, test/test_torch.py::TestTorch::test_tensor_where_scalar, test/test_torch.py::TestTorch::test_tensor_with_grad_to_scalar_warning, test/test_torch.py::TestTorch::test_tensoriterator_output_setup, test/test_torch.py::TestTorch::test_terminate_handler_on_crash, test/test_torch.py::TestTorch::test_to, test/test_torch.py::TestTorch::test_to_with_tensor, test/test_torch.py::TestTorch::test_topk_neg_dim, test/test_torch.py::TestTorch::test_torch_from_file, test/test_torch.py::TestTorch::test_transpose_neg_dim, test/test_torch.py::TestTorch::test_type, test/test_torch.py::TestTorch::test_type_alias, test/test_torch.py::TestTorch::test_type_conversion_via_dtype_name, test/test_torch.py::TestTorch::test_typed_storage_deprecation_warning, test/test_torch.py::TestTorch::test_typed_storage_internal_no_warning, test/test_torch.py::TestTorch::test_unbind_neg_dim, test/test_torch.py::TestTorch::test_unflatten, test/test_torch.py::TestTorch::test_unfold_neg_dim, test/test_torch.py::TestTorch::test_unsqueeze_neg_dim, test/test_torch.py::TestTorch::test_upsample_nearest1d_meta, test/test_torch.py::TestTorch::test_upsample_nearest2d_meta, test/test_torch.py::TestTorch::test_var_neg_dim, test/test_torch.py::TestTorch::test_warn_types, test/test_torch.py::TestTorch::test_wildcard_import, test/test_torch.py::TestVitalSignsCudaCPU::test_cuda_vitals_gpu_only_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test__local_scalar_dense_with_empty_tensor_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcdiv_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_cuda_errors_with_cpu_scalars_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_False_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_addcmul_use_cpu_scalar_True_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_assertRaisesRegex_ignore_msg_non_native_device_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_edge_cases_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_edge_cases_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_edge_cases_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_p_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_p_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_p_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_p_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_bfloat16_neg_abs_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_bool_tensor_value_change_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_add_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_addcdiv_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_addcmul_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_atan2_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_copy_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_dist_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_div_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_eq_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_fmod_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_ge_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_gt_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_le_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_lerp_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_lt_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_map2_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_map_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_masked_fill_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_masked_scatter_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_masked_select_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_max_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_min_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_mul_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_ne_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_pow_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_remainder_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_sub_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bytes_to_scalar_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_kstest_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_no_inf_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_cauchy_no_inf_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_cuda_backward_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_euclidean_large_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_grad_p_lt_1_no_nan_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_large_batch_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_large_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_non_contiguous_batch_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_non_contiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_norm_batch_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_norm_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cdist_same_inputs_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_check_tensor_all_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_check_tensor_internal_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_clone_all_dtypes_and_devices_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_clone_not_memory_dense_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_clone_zero_stride_dim_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_complex_half_experimental_warning_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_constants_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_conv_transposed_backward_agnostic_to_memory_format_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_conv_transposed_large_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_complex32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_all_dtypes_and_devices_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_math_view_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_mem_overlap_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_transpose_math_view_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_transpose_math_view_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_transpose_math_view_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_corrcoef_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_corrcoef_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_corrcoef_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_cov_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cpp_warnings_have_python_context_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cublas_config_nondeterministic_alert_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cummax_cummin_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cummax_discontiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cummin_discontiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cumprod_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cumsum_64bit_indexing_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cumsum_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_scalar_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_scalar_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_cumsum_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_complex32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_interpolate_bilinear_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_replication_pad2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_device_guard_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_dim_function_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_discontiguous_out_cumsum_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_dist_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_dtypetensor_warnings_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_expected_failure_xla_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_no_zero_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_no_zero_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gather_backward_deterministic_path_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_gather_backward_one_dim_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_kstest_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scale_will_not_overflow_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaler_deprecated_warning_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaler_pass_itself_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_accumulation_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach0_fused0_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach0_fused0_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach0_fused0_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach2_fused_True_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach2_fused_True_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach2_fused_True_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach_True_fused1_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach_True_fused1_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach_True_fused1_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_clipping_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_clipping_separate_unscale_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_multiple_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_penalty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_state_dict_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_unscale_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_unscale_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_unscale_sparse_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_update_scale_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_all_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_all_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_all_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_extreme_cases_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_extreme_cases_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_extreme_cases_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_spacing_list_length_error_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_spacing_list_length_error_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_spacing_list_length_error_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_type_promotion_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_hook_remove_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_add_large_inputs_cpu, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_int16, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_view_materialize_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_view_materialize_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_view_materialize_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_view_materialize_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_log_normal_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_log_normal_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_log_normal_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_log_normal_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_logcumsumexp_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_lognormal_kstest_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_bool_tensor_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_bfloat16_bool, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_float64_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int16_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int16_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int32_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int32_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int64_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int64_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int8_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_int8_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_uint8_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_cpu_uint8_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_fill_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_bool_tensor_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_inplace_noncontiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_large_tensor_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_scatter_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_masked_select_discontiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_clone_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_consistency_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_cpu_and_cuda_ops_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_empty_like_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_factory_like_functions_preserve_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_operators_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_preserved_after_permute_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_propagation_rules_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_to_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_type_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_memory_format_type_shortcuts_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_module_share_memory_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_multinomial_deterministic_cpu_float16, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_AdaptiveAvgPool2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_AdaptiveAvgPool3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_AdaptiveMaxPool2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_AvgPool3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_CTCLoss_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_EmbeddingBag_max_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_FractionalMaxPool2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_FractionalMaxPool3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_MaxPool3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_MaxUnpool1d_cpu_float16, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_ReflectionPad3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_ReplicationPad1d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_ReplicationPad2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_ReplicationPad3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_bincount_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_grid_sample_2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_grid_sample_3d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_histc_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_interpolate_bicubic_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_interpolate_bilinear_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_interpolate_linear_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_interpolate_trilinear_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_kthvalue_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_median_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_put_accumulate_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_alert_put_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_resize_quantized_cpu_qint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_resize_quantized_cpu_qint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_resize_quantized_cpu_quint2x4, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_resize_quantized_cpu_quint4x2, test/test_torch.py::TestTorchDeviceTypeCPU::test_nondeterministic_resize_quantized_cpu_quint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_normal_kstest_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_normal_kstest_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_normal_kstest_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_nullary_op_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_pairwise_distance_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_params_invalidated_with_grads_invalidated_and_graph_partition_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_params_invalidated_with_grads_invalidated_and_graph_partition_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_params_invalidated_with_grads_invalidated_and_graph_partition_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_params_invalidated_with_grads_invalidated_between_unscale_and_step_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_params_invalidated_with_grads_invalidated_between_unscale_and_step_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_params_invalidated_with_grads_invalidated_between_unscale_and_step_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_pdist_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_pdist_norm_large_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_pickle_gradscaler_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_pin_memory_from_constructor_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_accumulate_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_put_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_reduced_type_float_copy_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_reduced_type_float_copy_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_repeat_interleave_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scalar_check_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_add_bool_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_add_non_unique_index_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_add_one_dim_deterministic_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_add_to_large_input_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_bool_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_multiply_unsupported_dtypes_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_multiply_unsupported_dtypes_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_non_unique_index_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_operations_to_large_input_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_reduce_scalar_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_to_large_input_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_scatter_zero_size_index_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_serialization_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_default_tensor_type_warnings_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_shift_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_skip_xla_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_all_devices_non_blocking_False_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_all_devices_non_blocking_True_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_qint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_qint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_quint4x2, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_quint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_use_count_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_strides_propagation_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_sync_warning_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_set_errors_multigpu_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_shape_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_type_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_ternary_op_mem_overlap_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_untyped_storage_meta_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_warn_always_caught_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_where_scalar_handcrafted_values_cpu 2025-09-07T06:28:59.6263710Z 2025-09-07T06:28:59.6263850Z Running test_sort_and_select 1/1 ... [2025-09-07 06:28:59.593078] 2025-09-07T06:28:59.6264110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:28:59.6264820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_sort_and_select.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:28:59.593385] 2025-09-07T06:29:02.3975940Z 2025-09-07T06:29:02.3976490Z test_sort_and_select 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sort_and_select_1.1_3bda7eb1445c1f2f_.log 2025-09-07T06:29:02.4001130Z Running 113 items in this shard: test/test_sort_and_select.py::TestSortAndSelectCPU::test_complex_unsupported_cpu_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_dtypes_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_kthvalue_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_kthvalue_scalar_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_output_discontiguous_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_discontiguous_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_discontiguous_slow_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_expanded_tensor_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_large_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_large_slice_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_restride_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_stable_none_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_1d_output_discontiguous_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_4d_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_arguments_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_lower_precision_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_lower_precision_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_noncontiguous_gpu_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_quantized_scalar_input_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_dim_cpu 2025-09-07T06:29:02.4024830Z 2025-09-07T06:29:02.4024980Z Running test_cpp_extensions_jit 1/1 ... [2025-09-07 06:29:02.397987] 2025-09-07T06:29:02.4025250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:29:02.4026000Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cpp_extensions_jit.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:29:02.398260] 2025-09-07T06:30:48.7712830Z 2025-09-07T06:30:48.7714600Z test_cpp_extensions_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_jit_1.1_6d498f4605e3d42f_.log 2025-09-07T06:30:48.7725880Z Running 34 items in this shard: test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_aoti_torch_call_dispatcher, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_autograd_from_cpp, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_compilation_error_formatting, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_has_same_output_as_python, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_has_up_to_date_attributes, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_python_inter_op, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_python_inter_op_with_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_arch_flags_default_gencode, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_arch_flags_non_default_gencode, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_pluggable_allocator_include, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_custom_compound_op_autograd, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_custom_functorch_error, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_gen_extension_h_pch, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_half_support, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_custom_op_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_multiple_sources_and_no_functions, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_throws_when_functions_is_bad, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_with_functions_as_dict, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_with_functions_as_list, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_xpu, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_compile_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cuda_archflags, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cuda_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cudnn_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_xpu_archlists, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_xpu_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_lenient_flag_handling_in_jit_extensions, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_load_with_non_platform_default_encoding, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_mps_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_reload_jit_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_returns_shared_library_path_when_is_python_module_is_true, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_set_default_type_also_changes_aten_default_type, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_warning 2025-09-07T06:30:48.7736610Z 2025-09-07T06:30:48.7736770Z Running test_native_mha 1/1 ... [2025-09-07 06:30:48.771730] 2025-09-07T06:30:48.7737130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:30:48.7738120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_native_mha.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:30:48.772065] 2025-09-07T06:30:50.6888080Z 2025-09-07T06:30:50.6888780Z test_native_mha 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_native_mha_1.1_6778d8222ce89cc0_.log 2025-09-07T06:30:50.6906180Z Running 28 items in this shard: test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_attention_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_encoder_decoder_attention_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_transform_bias_rescale_qkv_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_transform_bias_rescale_qkv_nested_cpu_float32 2025-09-07T06:30:50.6922860Z 2025-09-07T06:30:50.6923040Z Running test_cuda_primary_ctx 1/1 ... [2025-09-07 06:30:50.689239] 2025-09-07T06:30:50.6923400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:30:50.6924460Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cuda_primary_ctx.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:30:50.689600] 2025-09-07T06:30:52.3882560Z 2025-09-07T06:30:52.3883200Z test_cuda_primary_ctx 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_primary_ctx_1.1_ce5aba3b6a46fb0c_.log 2025-09-07T06:30:52.3883700Z Running 0 items in this shard: 2025-09-07T06:30:52.3883820Z 2025-09-07T06:30:52.3885840Z Running test_nn 1/1 ... [2025-09-07 06:30:52.388544] 2025-09-07T06:30:52.3886080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:30:52.3889140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_nn.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:30:52.388809] 2025-09-07T06:32:47.8117300Z 2025-09-07T06:32:47.8117770Z test_nn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_nn_1.1_83f57ab0076a5e6c_.log 2025-09-07T06:32:47.9316750Z Running 3436 items in this shard: test/test_nn.py::TestNN::test_AdaptiveLogSoftmax, test/test_nn.py::TestNN::test_AdaptiveLogSoftmax_cuda, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_reduce, test/test_nn.py::TestNN::test_BCELoss_no_reduce_cuda, test/test_nn.py::TestNN::test_BCELoss_no_reduce_scalar, test/test_nn.py::TestNN::test_BCELoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_scalar, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_legacy_enum, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_legacy_enum_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_scalar, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_CELU_no_batch_dim, test/test_nn.py::TestNN::test_CELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_CTCLoss_critical_target_len, test/test_nn.py::TestNN::test_CTCLoss_lengthchecks_cpu, test/test_nn.py::TestNN::test_CTCLoss_lengthchecks_cuda, test/test_nn.py::TestNN::test_CTCLoss_long_targets, test/test_nn.py::TestNN::test_CTCLoss_typechecks, test/test_nn.py::TestNN::test_CTCLoss_zero_infinity, test/test_nn.py::TestNN::test_CTCLoss_zero_lengths, test/test_nn.py::TestNN::test_Conv1d, test/test_nn.py::TestNN::test_Conv1d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_cuda, test/test_nn.py::TestNN::test_Conv1d_dilated, test/test_nn.py::TestNN::test_Conv1d_dilated_cuda, test/test_nn.py::TestNN::test_Conv1d_groups, test/test_nn.py::TestNN::test_Conv1d_groups_cuda, test/test_nn.py::TestNN::test_Conv1d_pad1, test/test_nn.py::TestNN::test_Conv1d_pad1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad1size1, test/test_nn.py::TestNN::test_Conv1d_pad1size1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad2, test/test_nn.py::TestNN::test_Conv1d_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_pad2size1, test/test_nn.py::TestNN::test_Conv1d_pad2size1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same, test/test_nn.py::TestNN::test_Conv1d_pad_same2, test/test_nn.py::TestNN::test_Conv1d_pad_same2_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv1d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_valid, test/test_nn.py::TestNN::test_Conv1d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv1d_reflect_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_reflect_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_stride, test/test_nn.py::TestNN::test_Conv1d_stride_cuda, test/test_nn.py::TestNN::test_Conv1d_zero_batch, test/test_nn.py::TestNN::test_Conv1d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv1d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d, test/test_nn.py::TestNN::test_Conv2d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise, test/test_nn.py::TestNN::test_Conv2d_depthwise_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_dilated, test/test_nn.py::TestNN::test_Conv2d_depthwise_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_padded, test/test_nn.py::TestNN::test_Conv2d_depthwise_padded_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_strided, test/test_nn.py::TestNN::test_Conv2d_depthwise_strided_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_with_multiplier, test/test_nn.py::TestNN::test_Conv2d_depthwise_with_multiplier_cuda, test/test_nn.py::TestNN::test_Conv2d_dilated, test/test_nn.py::TestNN::test_Conv2d_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_dilated_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_dilated_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_groups, test/test_nn.py::TestNN::test_Conv2d_groups_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_thnn, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_no_bias, test/test_nn.py::TestNN::test_Conv2d_no_bias_cuda, test/test_nn.py::TestNN::test_Conv2d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_same, test/test_nn.py::TestNN::test_Conv2d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv2d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_valid, test/test_nn.py::TestNN::test_Conv2d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv2d_padding, test/test_nn.py::TestNN::test_Conv2d_padding_cuda, test/test_nn.py::TestNN::test_Conv2d_padding_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_padding_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_reflect_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_reflect_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_strided, test/test_nn.py::TestNN::test_Conv2d_strided_cuda, test/test_nn.py::TestNN::test_Conv2d_strided_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_strided_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_zero_batch, test/test_nn.py::TestNN::test_Conv2d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv2d_zero_batch_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_zero_batch_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_cuda, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d_cuda, test/test_nn.py::TestNN::test_Conv3d_dilated, test/test_nn.py::TestNN::test_Conv3d_dilated_cuda, test/test_nn.py::TestNN::test_Conv3d_dilated_strided, test/test_nn.py::TestNN::test_Conv3d_dilated_strided_cuda, test/test_nn.py::TestNN::test_Conv3d_groups, test/test_nn.py::TestNN::test_Conv3d_groups_cuda, test/test_nn.py::TestNN::test_Conv3d_groups_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_no_bias, test/test_nn.py::TestNN::test_Conv3d_no_bias_cuda, test/test_nn.py::TestNN::test_Conv3d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_same, test/test_nn.py::TestNN::test_Conv3d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv3d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_valid, test/test_nn.py::TestNN::test_Conv3d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv3d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d_stride, test/test_nn.py::TestNN::test_Conv3d_stride_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_padding, test/test_nn.py::TestNN::test_Conv3d_stride_padding_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_padding_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_stride_padding_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_stride_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_zero_batch, test/test_nn.py::TestNN::test_Conv3d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv3d_zero_batch_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_zero_batch_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d, test/test_nn.py::TestNN::test_ConvTranspose1d_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_dilated, test/test_nn.py::TestNN::test_ConvTranspose1d_dilated_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_groups, test/test_nn.py::TestNN::test_ConvTranspose1d_groups_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_no_bias, test/test_nn.py::TestNN::test_ConvTranspose1d_no_bias_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d, test/test_nn.py::TestNN::test_ConvTranspose2d_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_groups, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose3d, test/test_nn.py::TestNN::test_ConvTranspose3d_cuda, test/test_nn.py::TestNN::test_ConvTranspose3d_dilated, test/test_nn.py::TestNN::test_ConvTranspose3d_dilated_cuda, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_CrossMapLRN2d, test/test_nn.py::TestNN::test_CrossMapLRN2d_cuda, test/test_nn.py::TestNN::test_ELU_no_batch_dim, test/test_nn.py::TestNN::test_ELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Embedding, test/test_nn.py::TestNN::test_EmbeddingBag_discontiguous, test/test_nn.py::TestNN::test_EmbeddingBag_discontiguous_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_max, test/test_nn.py::TestNN::test_EmbeddingBag_max_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_max_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_max_padding_idx_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_mean, test/test_nn.py::TestNN::test_EmbeddingBag_mean_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_mean_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_mean_padding_idx_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sparse, test/test_nn.py::TestNN::test_EmbeddingBag_sparse_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sum, test/test_nn.py::TestNN::test_EmbeddingBag_sum_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sum_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_sum_padding_idx_cuda, test/test_nn.py::TestNN::test_Embedding_cuda, test/test_nn.py::TestNN::test_Embedding_discontiguous, test/test_nn.py::TestNN::test_Embedding_discontiguous_cuda, test/test_nn.py::TestNN::test_Embedding_sparse, test/test_nn.py::TestNN::test_Embedding_sparse_cuda, test/test_nn.py::TestNN::test_Flatten, test/test_nn.py::TestNN::test_Flatten_cuda, test/test_nn.py::TestNN::test_Flatten_no_batch_dim, test/test_nn.py::TestNN::test_Flatten_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Fold, test/test_nn.py::TestNN::test_Fold_cuda, test/test_nn.py::TestNN::test_Fold_int_input, test/test_nn.py::TestNN::test_Fold_int_input_cuda, test/test_nn.py::TestNN::test_Fold_no_batch_dim_input, test/test_nn.py::TestNN::test_Fold_no_batch_dim_input_cuda, test/test_nn.py::TestNN::test_Fold_no_batch_dim_int_input, test/test_nn.py::TestNN::test_Fold_no_batch_dim_int_input_cuda, test/test_nn.py::TestNN::test_GELU_no_batch_dim, test/test_nn.py::TestNN::test_GELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_GLU_no_batch_dim, test/test_nn.py::TestNN::test_GLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardshrink_no_batch_dim, test/test_nn.py::TestNN::test_Hardshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardsigmoid_no_batch_dim, test/test_nn.py::TestNN::test_Hardsigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardswish_no_batch_dim, test/test_nn.py::TestNN::test_Hardswish_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardtanh_no_batch_dim, test/test_nn.py::TestNN::test_Hardtanh_no_batch_dim_cuda, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_margin_no_reduce, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_margin_no_reduce_cuda, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_reduce, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_HuberLoss_delta, test/test_nn.py::TestNN::test_HuberLoss_delta_cuda, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_batch_mean, test/test_nn.py::TestNN::test_KLDivLoss_batch_mean_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_log_target_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_log_target_cuda, test/test_nn.py::TestNN::test_KLDivLoss_with_log_target_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_with_log_target_no_reduce_cuda, test/test_nn.py::TestNN::test_KLDivLoss_with_target_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_with_target_no_reduce_cuda, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_reduce, test/test_nn.py::TestNN::test_L1Loss_no_reduce_complex, test/test_nn.py::TestNN::test_L1Loss_no_reduce_complex_cuda, test/test_nn.py::TestNN::test_L1Loss_no_reduce_cuda, test/test_nn.py::TestNN::test_L1Loss_no_reduce_scalar, test/test_nn.py::TestNN::test_L1Loss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_LSTM_cell, test/test_nn.py::TestNN::test_LSTM_cell_forward_hidden_size, test/test_nn.py::TestNN::test_LSTM_cell_forward_input_size, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_cuda, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_eval, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_eval_cuda, test/test_nn.py::TestNN::test_LeakyReLU_no_batch_dim, test/test_nn.py::TestNN::test_LeakyReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Linear, test/test_nn.py::TestNN::test_Linear_cuda, test/test_nn.py::TestNN::test_Linear_no_batch_dim, test/test_nn.py::TestNN::test_Linear_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Linear_no_bias, test/test_nn.py::TestNN::test_Linear_no_bias_cuda, test/test_nn.py::TestNN::test_LogSigmoid_no_batch_dim, test/test_nn.py::TestNN::test_LogSigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_reduce, test/test_nn.py::TestNN::test_MSELoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MSELoss_no_reduce_scalar, test/test_nn.py::TestNN::test_MSELoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MaxUnpool1d_net, test/test_nn.py::TestNN::test_MaxUnpool1d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool1d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool1d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MaxUnpool2d_net, test/test_nn.py::TestNN::test_MaxUnpool2d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool2d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool2d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MaxUnpool3d_net, test/test_nn.py::TestNN::test_MaxUnpool3d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool3d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool3d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Mish_no_batch_dim, test/test_nn.py::TestNN::test_Mish_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ModuleDict, test/test_nn.py::TestNN::test_ModuleList, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_0d_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_0d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_1d_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_1d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_index_neg, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_index_neg_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_1d_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_1d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_margin_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_margin_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_p_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_p_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_weights_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_reduce, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_neg_cuda, test/test_nn.py::TestNN::test_PReLU_backward_requires_grad_false, test/test_nn.py::TestNN::test_PReLU_no_batch_dim, test/test_nn.py::TestNN::test_PReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_PairwiseDistance, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_lhs, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_lhs_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_rhs, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_rhs_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_no_batch_dim, test/test_nn.py::TestNN::test_PairwiseDistance_no_batch_dim_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_with_non_default_args, test/test_nn.py::TestNN::test_PairwiseDistance_with_non_default_args_cuda, test/test_nn.py::TestNN::test_ParameterDict, test/test_nn.py::TestNN::test_ParameterDict_replication, test/test_nn.py::TestNN::test_ParameterList, test/test_nn.py::TestNN::test_ParameterList_meta, test/test_nn.py::TestNN::test_ParameterList_replication, test/test_nn.py::TestNN::test_PixelShuffle, test/test_nn.py::TestNN::test_PixelShuffle_cuda, test/test_nn.py::TestNN::test_PixelUnshuffle, test/test_nn.py::TestNN::test_PixelUnshuffle_cuda, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_reduce, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_RNN_cell, test/test_nn.py::TestNN::test_RNN_cell_forward_zero_hidden_size, test/test_nn.py::TestNN::test_RNN_cell_no_broadcasting, test/test_nn.py::TestNN::test_RNN_change_dropout, test/test_nn.py::TestNN::test_RNN_cpu_vs_cudnn_no_dropout, test/test_nn.py::TestNN::test_RNN_cpu_vs_cudnn_with_dropout, test/test_nn.py::TestNN::test_RNN_cudnn_weight_norm, test/test_nn.py::TestNN::test_RNN_dropout, test/test_nn.py::TestNN::test_RNN_dropout_state, test/test_nn.py::TestNN::test_RNN_input_size_zero, test/test_nn.py::TestNN::test_RNN_nonlinearity, test/test_nn.py::TestNN::test_RNN_nonlinearity_passed_as_arg, test/test_nn.py::TestNN::test_RReLU, test/test_nn.py::TestNN::test_RReLU_cuda, test/test_nn.py::TestNN::test_RReLU_no_batch_dim, test/test_nn.py::TestNN::test_RReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_RReLU_with_up_down, test/test_nn.py::TestNN::test_RReLU_with_up_down_cuda, test/test_nn.py::TestNN::test_RReLU_with_up_down_scalar, test/test_nn.py::TestNN::test_RReLU_with_up_down_scalar_cuda, test/test_nn.py::TestNN::test_ReLU6_no_batch_dim, test/test_nn.py::TestNN::test_ReLU6_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ReLU_no_batch_dim, test/test_nn.py::TestNN::test_ReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d, test/test_nn.py::TestNN::test_ReplicationPad3d_complex, test/test_nn.py::TestNN::test_ReplicationPad3d_complex_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d_no_batch_dim, test/test_nn.py::TestNN::test_ReplicationPad3d_no_batch_dim_cuda, test/test_nn.py::TestNN::test_SELU_no_batch_dim, test/test_nn.py::TestNN::test_SELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Sequential_add, test/test_nn.py::TestNN::test_Sequential_append, test/test_nn.py::TestNN::test_Sequential_delitem, test/test_nn.py::TestNN::test_Sequential_extend, test/test_nn.py::TestNN::test_Sequential_getitem, test/test_nn.py::TestNN::test_Sequential_iadd, test/test_nn.py::TestNN::test_Sequential_imul, test/test_nn.py::TestNN::test_Sequential_insert, test/test_nn.py::TestNN::test_Sequential_insert_fail_case, test/test_nn.py::TestNN::test_Sequential_mul, test/test_nn.py::TestNN::test_Sequential_pop, test/test_nn.py::TestNN::test_Sequential_rmul, test/test_nn.py::TestNN::test_Sequential_setitem, test/test_nn.py::TestNN::test_Sequential_setitem_named, test/test_nn.py::TestNN::test_SiLU_no_batch_dim, test/test_nn.py::TestNN::test_SiLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Sigmoid_no_batch_dim, test/test_nn.py::TestNN::test_Sigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_beta, test/test_nn.py::TestNN::test_SmoothL1Loss_beta_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_scalar, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_zero_beta, test/test_nn.py::TestNN::test_SmoothL1Loss_zero_beta_cuda, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_reduce, test/test_nn.py::TestNN::test_SoftMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_Softplus_no_batch_dim, test/test_nn.py::TestNN::test_Softplus_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Softshrink_no_batch_dim, test/test_nn.py::TestNN::test_Softshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Softsign_no_batch_dim, test/test_nn.py::TestNN::test_Softsign_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Tanh_no_batch_dim, test/test_nn.py::TestNN::test_Tanh_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Tanhshrink_no_batch_dim, test/test_nn.py::TestNN::test_Tanhshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Threshold_no_batch_dim, test/test_nn.py::TestNN::test_Threshold_no_batch_dim_cuda, test/test_nn.py::TestNN::test_TransformerDecoderLayer_gelu_activation, test/test_nn.py::TestNN::test_TransformerDecoderLayer_gelu_activation_cuda, test/test_nn.py::TestNN::test_TransformerDecoderLayer_relu_activation, test/test_nn.py::TestNN::test_TransformerDecoderLayer_relu_activation_cuda, test/test_nn.py::TestNN::test_TransformerEncoderLayer_gelu_activation, test/test_nn.py::TestNN::test_TransformerEncoderLayer_gelu_activation_cuda, test/test_nn.py::TestNN::test_TransformerEncoderLayer_relu_activation, test/test_nn.py::TestNN::test_TransformerEncoderLayer_relu_activation_cuda, test/test_nn.py::TestNN::test_Transformer_cell, test/test_nn.py::TestNN::test_Transformer_multilayer_coder, test/test_nn.py::TestNN::test_Transformer_multilayer_coder_cuda, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_Unflatten_no_batch_dim, test/test_nn.py::TestNN::test_Unflatten_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Unfold, test/test_nn.py::TestNN::test_Unfold_cuda, test/test_nn.py::TestNN::test_Unfold_int_input, test/test_nn.py::TestNN::test_Unfold_int_input_cuda, test/test_nn.py::TestNN::test_adaptive_log_softmax, test/test_nn.py::TestNN::test_add_module, test/test_nn.py::TestNN::test_add_module_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_affine_grid, test/test_nn.py::TestNN::test_affine_grid_3d, test/test_nn.py::TestNN::test_affine_grid_backward_cl_cf_consistency_device_cpu_nd_2, test/test_nn.py::TestNN::test_affine_grid_backward_cl_cf_consistency_device_cpu_nd_3, test/test_nn.py::TestNN::test_affine_grid_error_checking, test/test_nn.py::TestNN::test_assignment, test/test_nn.py::TestNN::test_batch_norm_update_stats, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_buffer_update_when_stats_are_not_tracked, test/test_nn.py::TestNN::test_batchnorm_cudnn_half, test/test_nn.py::TestNN::test_batchnorm_cudnn_nhwc, test/test_nn.py::TestNN::test_batchnorm_half_overflow, test/test_nn.py::TestNN::test_batchnorm_load_state_dict, test/test_nn.py::TestNN::test_batchnorm_nhwc_cpu, test/test_nn.py::TestNN::test_batchnorm_nhwc_cuda, test/test_nn.py::TestNN::test_batchnorm_non_contig_cpu_BatchNorm2d, test/test_nn.py::TestNN::test_batchnorm_non_contig_cpu_SyncBatchNorm, test/test_nn.py::TestNN::test_batchnorm_nonaffine_cuda_half_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_bias_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_less_than_one_value_per_channel, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_mean_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_var_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_var_or_running_mean_have_forward_grad, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_weight_is_not_same_size_as_input, test/test_nn.py::TestNN::test_bce_loss_always_nonnegative, test/test_nn.py::TestNN::test_bce_loss_broadcasts_weights, test/test_nn.py::TestNN::test_bce_loss_input_range, test/test_nn.py::TestNN::test_bce_loss_size_mismatch, test/test_nn.py::TestNN::test_bce_with_logits_broadcasts_pos_weights, test/test_nn.py::TestNN::test_bce_with_logits_broadcasts_weights, test/test_nn.py::TestNN::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss, test/test_nn.py::TestNN::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss_large_tensors_with_grad, test/test_nn.py::TestNN::test_bce_with_logits_has_correct_forward_grad, test/test_nn.py::TestNN::test_bce_with_logits_has_correct_grad_at_zero, test/test_nn.py::TestNN::test_bce_with_logits_ones_in_pos_weights_are_the_same_as_none, test/test_nn.py::TestNN::test_bce_with_logits_raises_if_target_and_input_are_different_size, test/test_nn.py::TestNN::test_bce_with_logits_stability, test/test_nn.py::TestNN::test_bce_with_logits_with_pos_weight_has_correct_grad_at_zero, test/test_nn.py::TestNN::test_bilinear, test/test_nn.py::TestNN::test_bilinear_broadcasting, test/test_nn.py::TestNN::test_bilinear_no_bias, test/test_nn.py::TestNN::test_bilinear_non_contiguous, test/test_nn.py::TestNN::test_bilinear_value_error, test/test_nn.py::TestNN::test_broadcast_double_backwards_gpu, test/test_nn.py::TestNN::test_broadcast_no_grad, test/test_nn.py::TestNN::test_broadcast_not_requiring_grad, test/test_nn.py::TestNN::test_buffer_bad_module_subclass, test/test_nn.py::TestNN::test_buffer_not_persistent, test/test_nn.py::TestNN::test_buffer_not_persistent_assign, test/test_nn.py::TestNN::test_buffer_not_persistent_del, test/test_nn.py::TestNN::test_buffer_not_persistent_load, test/test_nn.py::TestNN::test_buffer_not_persistent_overwrite, test/test_nn.py::TestNN::test_buffers_and_named_buffers, test/test_nn.py::TestNN::test_call_supports_python_dict_output, test/test_nn.py::TestNN::test_channel_shuffle_input_checks, test/test_nn.py::TestNN::test_channel_shuffle_return_alias_of_self, test/test_nn.py::TestNN::test_children, test/test_nn.py::TestNN::test_container_copy, test/test_nn.py::TestNN::test_convert_sync_batchnorm, test/test_nn.py::TestNN::test_cosine_embedding_loss_error_on_diff_shapes, test/test_nn.py::TestNN::test_cosine_embedding_loss_error_on_nonexpandable_shapes, test/test_nn.py::TestNN::test_cosine_embedding_loss_invalid_shape, test/test_nn.py::TestNN::test_cosine_embedding_loss_margin_no_reduce, test/test_nn.py::TestNN::test_cosine_embedding_loss_no_reduce, test/test_nn.py::TestNN::test_cosine_embedding_loss_with_diff_type, test/test_nn.py::TestNN::test_cosine_similarity, test/test_nn.py::TestNN::test_cross_entropy_loss, test/test_nn.py::TestNN::test_cross_entropy_loss_precision, test/test_nn.py::TestNN::test_cross_entropy_loss_zero_div, test/test_nn.py::TestNN::test_cudnn_forward_exception, test/test_nn.py::TestNN::test_cudnn_rnn_dropout_states_device, test/test_nn.py::TestNN::test_cudnn_weight_format, test/test_nn.py::TestNN::test_cudnn_weight_tying, test/test_nn.py::TestNN::test_dir, test/test_nn.py::TestNN::test_dir_digit, test/test_nn.py::TestNN::test_elu_inplace_gradgrad, test/test_nn.py::TestNN::test_elu_inplace_on_view, test/test_nn.py::TestNN::test_error_RNN_seq_len_zero, test/test_nn.py::TestNN::test_extra_state, test/test_nn.py::TestNN::test_extra_state_missing_get_extra_state, test/test_nn.py::TestNN::test_extra_state_missing_set_extra_state, test/test_nn.py::TestNN::test_extra_state_non_dict, test/test_nn.py::TestNN::test_fb_fc_packed, test/test_nn.py::TestNN::test_flatten, test/test_nn.py::TestNN::test_fold_invalid_arg, test/test_nn.py::TestNN::test_fractional_max_pool2d_invalid_output_ratio, test/test_nn.py::TestNN::test_gaussian_nll_loss_args, test/test_nn.py::TestNN::test_gaussian_nll_loss_broadcasting, test/test_nn.py::TestNN::test_gaussian_nll_loss_scalar_var, test/test_nn.py::TestNN::test_get_buffer, test/test_nn.py::TestNN::test_get_buffer_from_submodules, test/test_nn.py::TestNN::test_getattr_with_property, test/test_nn.py::TestNN::test_grid_sample, test/test_nn.py::TestNN::test_grid_sample_3d, test/test_nn.py::TestNN::test_grid_sample_error_checking, test/test_nn.py::TestNN::test_grid_sample_nearest_neighbor_rounding_mode_consistency, test/test_nn.py::TestNN::test_hardtanh_backward, test/test_nn.py::TestNN::test_hardtanh_inplace_gradgrad, test/test_nn.py::TestNN::test_huber_loss_invalid_delta, test/test_nn.py::TestNN::test_inplace_thnn, test/test_nn.py::TestNN::test_interpolate, test/test_nn.py::TestNN::test_interpolate_bicubic_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_shared_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_shared_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_shared_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_shared_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_buffer_overflow, test/test_nn.py::TestNN::test_interpolate_illegal_memory_access, test/test_nn.py::TestNN::test_interpolate_linear_1d, test/test_nn.py::TestNN::test_interpolate_linear_1d_align_corners, test/test_nn.py::TestNN::test_interpolate_linear_1d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_linear_1d_cuda, test/test_nn.py::TestNN::test_interpolate_linear_1d_zero_dim, test/test_nn.py::TestNN::test_interpolate_linear_1d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_align_corners, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_cuda, test/test_nn.py::TestNN::test_interpolate_linear_tuple_1d, test/test_nn.py::TestNN::test_interpolate_linear_tuple_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_1d, test/test_nn.py::TestNN::test_interpolate_nearest_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_1d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_1d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d, test/test_nn.py::TestNN::test_interpolate_nearest_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d_launch_configs, test/test_nn.py::TestNN::test_interpolate_nearest_2d_launch_configs_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_3d, test/test_nn.py::TestNN::test_interpolate_nearest_3d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_3d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_3d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_1d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_2d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_3d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_3d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_1d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_2d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_3d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_zero_dim, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_align_corners, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_align_corners, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_cuda, test/test_nn.py::TestNN::test_interpolate_undefined_behavior_casting, test/test_nn.py::TestNN::test_kl_div_log_softmax_target, test/test_nn.py::TestNN::test_kl_div_with_diff_type, test/test_nn.py::TestNN::test_kl_div_with_diff_type_log_target, test/test_nn.py::TestNN::test_l1_loss_correct, test/test_nn.py::TestNN::test_layer_norm_backwards_eps, test/test_nn.py::TestNN::test_layer_norm_eps, test/test_nn.py::TestNN::test_layer_norm_grads_with_create_graph_flag, test/test_nn.py::TestNN::test_layer_norm_large_tensor, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCOO, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCSC, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCSR, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightStrided, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCOO, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCSC, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCSR, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightStrided, test/test_nn.py::TestNN::test_linear_broadcasting, test/test_nn.py::TestNN::test_linear_raise_on_scalar_input, test/test_nn.py::TestNN::test_log_softmax_dim0, test/test_nn.py::TestNN::test_log_softmax_dim0_cuda, test/test_nn.py::TestNN::test_log_softmax_dim3, test/test_nn.py::TestNN::test_log_softmax_dim3_cuda, test/test_nn.py::TestNN::test_log_softmax_lastdim, test/test_nn.py::TestNN::test_log_softmax_lastdim_cuda, test/test_nn.py::TestNN::test_log_softmax_scalar, test/test_nn.py::TestNN::test_log_softmax_scalar_cuda, test/test_nn.py::TestNN::test_log_softmax_spatial, test/test_nn.py::TestNN::test_log_softmax_spatial_cuda, test/test_nn.py::TestNN::test_log_softmax_spatial_special, test/test_nn.py::TestNN::test_log_softmax_spatial_special_cuda, test/test_nn.py::TestNN::test_loss_equal_input_target_shape, test/test_nn.py::TestNN::test_margin_ranking_loss_margin_no_reduce, test/test_nn.py::TestNN::test_margin_ranking_loss_no_reduce, test/test_nn.py::TestNN::test_max_pool1d_invalid_output_size, test/test_nn.py::TestNN::test_module_apply_inplace_op, test/test_nn.py::TestNN::test_module_backcompat, test/test_nn.py::TestNN::test_module_super_init, test/test_nn.py::TestNN::test_module_to_argparse, test/test_nn.py::TestNN::test_modules, test/test_nn.py::TestNN::test_mse_loss_size_warning, test/test_nn.py::TestNN::test_multimarginloss_1d_input_0d_target_no_reduce, test/test_nn.py::TestNN::test_multimarginloss_1d_input_0d_target_no_reduce_cuda, test/test_nn.py::TestNN::test_named_children, test/test_nn.py::TestNN::test_named_modules, test/test_nn.py::TestNN::test_named_parameters_remove_duplicate, test/test_nn.py::TestNN::test_native_channel_shuffle_return_alias_of_self, test/test_nn.py::TestNN::test_nested_tensor_from_mask, test/test_nn.py::TestNN::test_nested_tensor_from_mask_error, test/test_nn.py::TestNN::test_no_grad, test/test_nn.py::TestNN::test_non_leaf_parameters, test/test_nn.py::TestNN::test_normalize, test/test_nn.py::TestNN::test_overwrite_module_params_on_conversion, test/test_nn.py::TestNN::test_pack_sequence_batch_sizes_throw, test/test_nn.py::TestNN::test_pad_scalar_error, test/test_nn.py::TestNN::test_padding_list, test/test_nn.py::TestNN::test_pairwise_distance, test/test_nn.py::TestNN::test_parameter_assignment, test/test_nn.py::TestNN::test_parameterlistdict_pickle, test/test_nn.py::TestNN::test_parameterlistdict_setting_attributes, test/test_nn.py::TestNN::test_parameters_and_named_parameters, test/test_nn.py::TestNN::test_parameters_to_vector, test/test_nn.py::TestNN::test_parse_to, test/test_nn.py::TestNN::test_partial_flat_weights, test/test_nn.py::TestNN::test_pdist, test/test_nn.py::TestNN::test_pdist_cpu_gradgrad_unimplemented, test/test_nn.py::TestNN::test_pdist_cuda_gradgrad_unimplemented, test/test_nn.py::TestNN::test_pdist_empty_col, test/test_nn.py::TestNN::test_pdist_empty_row, test/test_nn.py::TestNN::test_pdist_large, test/test_nn.py::TestNN::test_pdist_zeros, test/test_nn.py::TestNN::test_pickle_module_no_weights_only_warning, test/test_nn.py::TestNN::test_pixel_shuffle_nhwc_cpu, test/test_nn.py::TestNN::test_pixel_shuffle_unshuffle, test/test_nn.py::TestNN::test_pointwise_loss_broadcast, test/test_nn.py::TestNN::test_pointwise_loss_target_grad_none_reduction, test/test_nn.py::TestNN::test_projections_errors_on_gru_and_rnn, test/test_nn.py::TestNN::test_projections_lstm_args_check, test/test_nn.py::TestNN::test_projections_lstm_check_device, test/test_nn.py::TestNN::test_projections_lstm_initial_hidden_state, test/test_nn.py::TestNN::test_register_buffer_allows_overwriting_with_same_name, test/test_nn.py::TestNN::test_register_buffer_allows_tensor_like_object, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_name_is_not_string, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_not_tensor, test/test_nn.py::TestNN::test_register_parameter_allows_overwriting_with_same_name, test/test_nn.py::TestNN::test_register_parameter_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_register_parameter_raises_error_if_name_is_not_string, test/test_nn.py::TestNN::test_relu_inplace_on_view, test/test_nn.py::TestNN::test_repr, test/test_nn.py::TestNN::test_requires_grad_, test/test_nn.py::TestNN::test_rnn_args_check, test/test_nn.py::TestNN::test_rnn_check_device, test/test_nn.py::TestNN::test_rnn_initial_hidden_state, test/test_nn.py::TestNN::test_rnn_weight_norm, test/test_nn.py::TestNN::test_set_submodule, test/test_nn.py::TestNN::test_share_memory, test/test_nn.py::TestNN::test_smoothl1loss_intergral_target, test/test_nn.py::TestNN::test_smoothl1loss_negative_beta_not_supported, test/test_nn.py::TestNN::test_softmax_functional_dim0, test/test_nn.py::TestNN::test_softmax_functional_dim0_cuda, test/test_nn.py::TestNN::test_softmax_functional_dim3, test/test_nn.py::TestNN::test_softmax_functional_dim3_cuda, test/test_nn.py::TestNN::test_softmax_functional_scalar, test/test_nn.py::TestNN::test_softmax_functional_scalar_cuda, test/test_nn.py::TestNN::test_softmax_lastdim, test/test_nn.py::TestNN::test_softmax_lastdim_cuda, test/test_nn.py::TestNN::test_softmax_lastdim_dtype, test/test_nn.py::TestNN::test_softmax_lastdim_dtype_cuda, test/test_nn.py::TestNN::test_softmax_spatial, test/test_nn.py::TestNN::test_softmax_spatial_cuda, test/test_nn.py::TestNN::test_softmax_spatial_dtype, test/test_nn.py::TestNN::test_softmax_spatial_dtype_cuda, test/test_nn.py::TestNN::test_softmax_spatial_special, test/test_nn.py::TestNN::test_softmax_spatial_special_cuda, test/test_nn.py::TestNN::test_softmin, test/test_nn.py::TestNN::test_spectral_norm, test/test_nn.py::TestNN::test_spectral_norm_dim, test/test_nn.py::TestNN::test_spectral_norm_forward, test/test_nn.py::TestNN::test_spectral_norm_load_state_dict, test/test_nn.py::TestNN::test_spectral_norm_pickle, test/test_nn.py::TestNN::test_state_dict, test/test_nn.py::TestNN::test_swap_module_params_poisons_acc_grad, test/test_nn.py::TestNN::test_sync_batchnorm_accuracy_cuda, test/test_nn.py::TestNN::test_sync_batchnorm_backward_elemt, test/test_nn.py::TestNN::test_threshold_bfloat16_half, test/test_nn.py::TestNN::test_threshold_int, test/test_nn.py::TestNN::test_to, test/test_nn.py::TestNN::test_train_errors_for_invalid_mode, test/test_nn.py::TestNN::test_transformer_args_check, test/test_nn.py::TestNN::test_transformer_layer_args_check, test/test_nn.py::TestNN::test_transformerdecoder, test/test_nn.py::TestNN::test_transformerdecoderlayer, test/test_nn.py::TestNN::test_transformerdecoderlayer_gelu, test/test_nn.py::TestNN::test_triplet_margin_loss, test/test_nn.py::TestNN::test_triplet_margin_loss_no_reduce, test/test_nn.py::TestNN::test_triplet_margin_loss_swap, test/test_nn.py::TestNN::test_triplet_margin_loss_swap_no_reduce, test/test_nn.py::TestNN::test_type, test/test_nn.py::TestNN::test_unflatten, test/test_nn.py::TestNN::test_unflatten_invalid_arg, test/test_nn.py::TestNN::test_unfold_invalid_arg, test/test_nn.py::TestNN::test_upsamplingBilinear2d_spatial_invariance, test/test_nn.py::TestNN::test_upsamplingLinear1d, test/test_nn.py::TestNN::test_upsamplingLinear1d_spatial_invariance, test/test_nn.py::TestNN::test_upsamplingTrilinear3d_spatial_invariance, test/test_nn.py::TestNN::test_upsampling_bfloat16, test/test_nn.py::TestNN::test_upsampling_not_recompute_scale_factor, test/test_nn.py::TestNN::test_upsampling_small_scale, test/test_nn.py::TestNN::test_vector_to_parameters, test/test_nn.py::TestNN::test_weight_norm, test/test_nn.py::TestNN::test_weight_norm_pickle, test/test_nn.py::TestNN::test_weighted_huber_loss, test/test_nn.py::TestNN::test_weighted_l1_loss_with_weights, test/test_nn.py::TestNN::test_weighted_mse_loss, test/test_nn.py::TestNN::test_zero_grad, test/test_nn.py::TestFusionEval::test_fuse_module_eval_numerics, test/test_nn.py::TestConstantPadNd::test_constant_pad_nd, test/test_nn.py::TestConstantPadNd::test_preserves_memory_format, test/test_nn.py::TestAddRelu::test_add_relu, test/test_nn.py::TestAddRelu::test_add_relu_broadcasting, test/test_nn.py::TestFunctionalPickle::test_pickle_softsign, test/test_nn.py::TestFusionUtils::test_fuse_conv_bn_requires_grad, test/test_nn.py::TestFusionUtils::test_fuse_linear_bn_requires_grad, test/test_nn.py::TestUtils::test_consume_prefix_in_state_dict_if_present, test/test_nn.py::TestNNDeviceTypeCPU::test_BatchNorm_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_Bilinear_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_cudnn_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_empty_target_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GRU_grad_and_gradgrad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_memory_format_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_numeric_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_raises_error_if_one_value_per_group_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm1d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm2d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm3d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_differentiable_backward_using_oneDNN_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_differentiable_backward_using_oneDNN_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_grad_and_gradgrad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_LayerNorm_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LayerNorm_numeric_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LocalResponseNorm_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_race_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_race_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_warnings_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad2d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad2d_large_deterministic_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad3d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_empty_cpu_complex64, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_fails_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad1d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad2d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad3d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad_empty_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerDecoderLayer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerDecoder_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerEncoderLayer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerEncoder_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_Transformer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_Unfold_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_half_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_half_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_adaptiveavg_pool1d_shmem_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate45_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate90_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotateRandom_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_3d_rotateRandom_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_avg_pool_large_tensor2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_avg_pool_large_tensor_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_large_batch_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_large_batch_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_update_stats_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_channel_shuffle_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_error_if_nonfinite_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_0_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_1_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_4_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_inf_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_0_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_1_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_4_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_inf_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_multi_device_foreach_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_multi_device_foreach_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_value_foreach_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_value_foreach_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_consistent_index_target_and_probs_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_errors_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_weight_ignore_indices_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_with_probs_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_2d_out_of_bounds_class_index_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_2d_out_of_bounds_class_index_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_index_target_unit_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_one_hot_target_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_all_reductions_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_unit_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_tensor_cpu_length_cuda_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_tensor_cuda_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_error_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_device_mask_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_elu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_elu_inplace_with_neg_alpha_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_fold_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_glu_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_bfloat16_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_half_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_2d_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_2d_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_3d_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_3d_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_nan_inf_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_nan_inf_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_gumbel_softmax_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_gumbel_softmax_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_hardsigmoid_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_for_single_spatial_element_during_training_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_less_than_one_value_per_channel_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_invalid_reduction_strings_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_layernorm_half_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_layernorm_weight_bias_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_with_neg_slope_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_with_zero_slope_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_linear_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_big_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_logsigmoid_out_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_lstmcell_backward_only_one_output_grad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_TxT_layout_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_devices_parity_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_forward_with_nans_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_lowp_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_lowp_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_mask_types_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_transformer_layout_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_mish_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_non_recursive_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_mse_loss_error_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_1d_input_1d_target_invalid_size_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_all_ignored_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_byte_target_matches_long_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_mean_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_none_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_sum_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_invalid_target_dim_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_invalid_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_mismatched_batch_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_out_of_bounds_ignore_index_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_total_weight_is_zero_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_scalars_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_scalars_reductions_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nonlinearity_propagate_nan_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_one_hot_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_overwrite_module_params_on_conversion_cpu_device_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_pad_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_pad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_prelu_backward_32bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_replicatepad_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_epsilon_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_epsilon_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_epsilon_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_epsilon_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_numeric_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_numeric_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_fused_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_fused_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_retain_variables_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_save_lstm_compatibility_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_silu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_skip_init_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smooth_l1_loss_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smooth_l1_loss_vs_huber_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smoothl1loss_backward_zero_beta_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_64bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_smem_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_unaligned_grad_output_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_unaligned_output_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_without_fully_vectorized_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_double_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_forward_64bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_results_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_softplus_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softplus_low_threshold_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_negative_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_threshold_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_complex64, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_fast_path_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_gelu_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_triplet_margin_with_distance_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_triplet_margin_with_distance_loss_default_parity_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_aa_correctness_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_aa_correctness_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_correctness_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBilinear2d_aa_correctness_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBilinear2d_aa_correctness_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_correctness_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_correctness_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_fail_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_rocm_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format0_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format0_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format1_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format1_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format0_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format0_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format1_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format1_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_correctness_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_correctness_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_rescale_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_False_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_False_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_True_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_True_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsampling_64bit_indexing_channels_last_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsampling_64bit_indexing_channels_last_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingnearest2d_backward_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_variable_sequence_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_warp_softmax_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_warp_softmax_64bit_indexing_cpu_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_BatchNorm_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_Bilinear_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_cudnn_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_empty_target_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GRU_grad_and_gradgrad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_memory_format_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_numeric_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_raises_error_if_one_value_per_group_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm1d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm2d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm3d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_differentiable_backward_using_oneDNN_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_differentiable_backward_using_oneDNN_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_grad_and_gradgrad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_LayerNorm_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LayerNorm_numeric_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LocalResponseNorm_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_empty_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_race_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_race_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_warnings_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad2d_large_deterministic_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad2d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad3d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_empty_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_fails_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad1d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad2d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad3d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad_empty_mps_complex128, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad_empty_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerDecoderLayer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerDecoder_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerEncoderLayer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerEncoder_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_Transformer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_Unfold_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_half_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_half_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_adaptiveavg_pool1d_shmem_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate45_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate90_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotateRandom_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_3d_rotateRandom_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_avg_pool_large_tensor2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_avg_pool_large_tensor_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_large_batch_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_large_batch_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_update_stats_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_channel_shuffle_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_error_if_nonfinite_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_0_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_1_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_4_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_inf_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_0_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_1_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_4_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_inf_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_multi_device_foreach_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_multi_device_foreach_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_value_foreach_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_value_foreach_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_consistent_index_target_and_probs_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_errors_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_weight_ignore_indices_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_with_probs_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_2d_out_of_bounds_class_index_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_2d_out_of_bounds_class_index_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_index_target_unit_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_one_hot_target_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_all_reductions_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_unit_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_tensor_cpu_length_cuda_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_tensor_cuda_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_error_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_device_mask_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_elu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_elu_inplace_with_neg_alpha_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_fold_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_glu_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_bfloat16_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_half_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_2d_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_2d_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_3d_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_3d_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_nan_inf_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_nan_inf_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_gumbel_softmax_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_hardsigmoid_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_for_single_spatial_element_during_training_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_less_than_one_value_per_channel_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_invalid_reduction_strings_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_layernorm_half_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_layernorm_weight_bias_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_with_neg_slope_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_with_zero_slope_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_linear_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_big_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_logsigmoid_out_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_lstmcell_backward_only_one_output_grad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_TxT_layout_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_devices_parity_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_forward_with_nans_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_lowp_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_lowp_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_mask_types_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_transformer_layout_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_mish_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_module_to_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_module_to_empty_non_recursive_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_mse_loss_error_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_1d_input_1d_target_invalid_size_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_all_ignored_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_byte_target_matches_long_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_mean_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_mean_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_none_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_none_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_sum_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_sum_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_invalid_target_dim_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_invalid_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_mismatched_batch_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_out_of_bounds_ignore_index_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_total_weight_is_zero_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_scalars_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_scalars_reductions_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nonlinearity_propagate_nan_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_one_hot_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_overwrite_module_params_on_conversion_cpu_device_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_pad_mps_complex128, test/test_nn.py::TestNNDeviceTypeMPS::test_pad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_prelu_backward_32bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_replicatepad_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_epsilon_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_epsilon_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_epsilon_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_numeric_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_numeric_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_fused_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_fused_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_retain_variables_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_retain_variables_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_save_lstm_compatibility_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_silu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_skip_init_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smooth_l1_loss_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smooth_l1_loss_vs_huber_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smoothl1loss_backward_zero_beta_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_64bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_smem_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_unaligned_grad_output_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_unaligned_output_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_without_fully_vectorized_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_double_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_forward_64bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_results_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_softplus_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softplus_low_threshold_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_negative_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_threshold_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_to_complex_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_to_complex_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_fast_path_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_gelu_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_triplet_margin_with_distance_loss_default_parity_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_triplet_margin_with_distance_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBicubic2d_aa_correctness_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBicubic2d_aa_correctness_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBicubic2d_correctness_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBilinear2d_aa_correctness_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBilinear2d_aa_correctness_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_correctness_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_correctness_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_launch_fail_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_launch_rocm_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format0_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format0_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format1_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format1_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format0_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format0_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format1_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format1_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact1d_correctness_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact1d_correctness_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact1d_rescale_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_False_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_False_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_True_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_True_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsampling_64bit_indexing_channels_last_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsampling_64bit_indexing_channels_last_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingnearest2d_backward_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_variable_sequence_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_warp_softmax_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_warp_softmax_64bit_indexing_mps_float32 2025-09-07T06:32:48.0849270Z 2025-09-07T06:32:48.0849620Z Running nn/test_pooling 1/1 ... [2025-09-07 06:32:47.814718] 2025-09-07T06:32:48.0850300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:32:48.0852220Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_pooling.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:32:47.815016] 2025-09-07T06:33:06.9657330Z 2025-09-07T06:33:06.9657840Z nn/test_pooling 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pooling_1.1_593f265afe818d80_.log 2025-09-07T06:33:06.9707290Z Running 198 items in this shard: test/nn/test_pooling.py::TestAvgPool::test_avg_pool1d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_avg_pool2d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_avg_pool3d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool2d, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool2d_with_divisor, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool3d, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool3d_with_divisor, test/nn/test_pooling.py::TestPoolingNN::test_MaxUnpool2d_output_size, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_avg_pooling_nhwc_overflow, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_avg_pooling_overflow, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_launch_config_backward, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_launch_config_forward, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_non_contiguous, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_lower_precision, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_size_none, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_size_overflow, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool2d_nhwc_cpu, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool3d_input_check, test/nn/test_pooling.py::TestPoolingNN::test_quantized_max_pool1d_empty_kernel, test/nn/test_pooling.py::TestPoolingNN::test_quantized_max_pool3d, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool1d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool2d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool3d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AvgPool2d_empty_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AvgPool3d_backward_after_cat_dim1_device_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool2d_zero_batch_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool2d_zero_out_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool2d_zero_samples_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_errors_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_zero_batch_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_zero_out_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_zero_samples_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool1d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool2d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool3d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case10_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case1_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case2_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case3_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case4_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case5_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case6_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case7_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case8_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case9_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pool2d_output_size_one_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pool3d_output_size_one_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pooling_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_max_pooling_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pool_odd_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_empty_output_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_empty_output_size_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_max_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_max_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_uint8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_zero_batch_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_zero_batch_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_reduced_floating_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_reduced_floating_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool2d_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool2d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool3d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool_nan_inf_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_corner_cases_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_corner_cases_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_corner_cases_cpu_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_corner_cases_cpu_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_indices_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_with_indices_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_bfloat16_half_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_bfloat16_half_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_nan_inf_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_maxpool3d_non_square_backward_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_maxpool_indices_no_batch_dim_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool3d_large_size_int64_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool3d_size_one_feature_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool_invalid_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool_large_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_bfloat16_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_large_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_max_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_max_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_kernel_avg_pooling_dims_1_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_kernel_avg_pooling_dims_2_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_kernel_avg_pooling_dims_3_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_kernel_max_pooling_dims_1_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_kernel_max_pooling_dims_2_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_kernel_max_pooling_dims_3_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_zero_stride_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool1d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool2d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool3d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AvgPool2d_empty_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AvgPool3d_backward_after_cat_dim1_device_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_batch_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_out_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_samples_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_errors_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_batch_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_out_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_samples_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool1d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool2d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool3d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case10_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case1_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case2_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case3_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case4_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case5_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case6_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case7_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case8_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case9_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pool2d_output_size_one_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pool3d_output_size_one_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pooling_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_max_pooling_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pool_odd_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_empty_output_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_empty_output_size_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_max_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_uint8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_zero_batch_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_zero_batch_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_nhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_reduced_floating_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_reduced_floating_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool2d_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool2d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool3d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool_nan_inf_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_corner_cases_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_corner_cases_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_corner_cases_mps_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_corner_cases_mps_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_indices_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_with_indices_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_bfloat16_half_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_bfloat16_half_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_nan_inf_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_maxpool3d_non_square_backward_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_maxpool_indices_no_batch_dim_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool3d_large_size_int64_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool3d_size_one_feature_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool_invalid_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool_large_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_bfloat16_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_large_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_max_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_kernel_avg_pooling_dims_1_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_kernel_avg_pooling_dims_2_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_kernel_avg_pooling_dims_3_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_kernel_max_pooling_dims_1_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_kernel_max_pooling_dims_2_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_kernel_max_pooling_dims_3_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_zero_stride_mps 2025-09-07T06:33:06.9753500Z 2025-09-07T06:33:06.9753660Z Running test_multiprocessing_spawn 1/1 ... [2025-09-07 06:33:06.966182] 2025-09-07T06:33:06.9753960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:33:06.9754720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_multiprocessing_spawn.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:33:06.966450] 2025-09-07T06:36:06.9850440Z 2025-09-07T06:36:06.9851370Z test_multiprocessing_spawn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_multiprocessing_spawn_1.1_2f52df9421f48756_.log 2025-09-07T06:36:06.9860060Z Running 31 items in this shard: test/test_multiprocessing_spawn.py::SpawnTest::test_exception_all, test/test_multiprocessing_spawn.py::SpawnTest::test_exception_raises, test/test_multiprocessing_spawn.py::SpawnTest::test_exception_single, test/test_multiprocessing_spawn.py::SpawnTest::test_first_argument_index, test/test_multiprocessing_spawn.py::SpawnTest::test_signal_raises, test/test_multiprocessing_spawn.py::SpawnTest::test_success, test/test_multiprocessing_spawn.py::SpawnTest::test_success_first_then_exception, test/test_multiprocessing_spawn.py::SpawnTest::test_success_non_blocking, test/test_multiprocessing_spawn.py::SpawnTest::test_terminate_exit_grace_period0, test/test_multiprocessing_spawn.py::SpawnTest::test_terminate_exit_grace_period_20, test/test_multiprocessing_spawn.py::SpawnTest::test_terminate_signal, test/test_multiprocessing_spawn.py::ForkTest::test_exception_all, test/test_multiprocessing_spawn.py::ForkTest::test_exception_single, test/test_multiprocessing_spawn.py::ForkTest::test_first_argument_index, test/test_multiprocessing_spawn.py::ForkTest::test_success, test/test_multiprocessing_spawn.py::ForkTest::test_success_first_then_exception, test/test_multiprocessing_spawn.py::ForkTest::test_success_non_blocking, test/test_multiprocessing_spawn.py::ForkTest::test_terminate_exit_grace_period0, test/test_multiprocessing_spawn.py::ForkTest::test_terminate_exit_grace_period_20, test/test_multiprocessing_spawn.py::ForkTest::test_terminate_signal, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_exception_all, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_exception_single, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_first_argument_index, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_success, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_success_first_then_exception, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_success_non_blocking, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_terminate_exit_grace_period0, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_terminate_exit_grace_period_20, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_terminate_signal, test/test_multiprocessing_spawn.py::ParallelForkServerPerfTest::test_forkserver_perf, test/test_multiprocessing_spawn.py::ErrorTest::test_errors_pickleable 2025-09-07T06:36:06.9868290Z 2025-09-07T06:36:06.9868450Z Running nn/test_convolution 1/1 ... [2025-09-07 06:36:06.985433] 2025-09-07T06:36:06.9868770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:36:06.9869700Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_convolution.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:36:06.985737] 2025-09-07T06:38:09.2165540Z 2025-09-07T06:38:09.2166110Z nn/test_convolution 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_convolution_1.1_9d81a86a2878f888_.log 2025-09-07T06:38:09.2567190Z Running 1149 items in this shard: test/nn/test_convolution.py::TestConvolutionNN::test_Conv1d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_1x1, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_OneDNN, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_backward_twice, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_groups_nobias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_groups_nobias_v2, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types_on_GPU_with_cudnn, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types_on_GPU_without_cudnn, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_missing_argument, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_Conv3d_groups_nobias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv3d_groups_wbias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv3d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose2d_half_cublas_gemm, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose2d_output_size, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose2d_output_size_downsample_upsample, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose3d_correct_output_size, test/nn/test_convolution.py::TestConvolutionNN::test_conv1d_issue_120547, test/nn/test_convolution.py::TestConvolutionNN::test_conv2d_discontiguous_weight, test/nn/test_convolution.py::TestConvolutionNN::test_conv3d_issue_120406, test/nn/test_convolution.py::TestConvolutionNN::test_conv_backcompat, test/nn/test_convolution.py::TestConvolutionNN::test_conv_cudnn_memory_layout_dominance, test/nn/test_convolution.py::TestConvolutionNN::test_conv_invalid_groups, test/nn/test_convolution.py::TestConvolutionNN::test_conv_modules_raise_error_on_incorrect_input_size, test/nn/test_convolution.py::TestConvolutionNN::test_conv_padding_mode, test/nn/test_convolution.py::TestConvolutionNN::test_conv_shapecheck, test/nn/test_convolution.py::TestConvolutionNN::test_conv_tbc, test/nn/test_convolution.py::TestConvolutionNN::test_cudnn_non_contiguous, test/nn/test_convolution.py::TestConvolutionNN::test_cudnn_noncontiguous_weight, test/nn/test_convolution.py::TestConvolutionNN::test_cudnn_not_mutate_stride, test/nn/test_convolution.py::TestConvolutionNN::test_functional_grad_conv, test/nn/test_convolution.py::TestConvolutionNN::test_functional_grad_conv2d, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv1d_input, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv1d_weight, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv2d_input, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv2d_weight, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv3d_input, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv3d_weight, test/nn/test_convolution.py::TestConvolutionNN::test_grouped_conv_cudnn_nhwc_support, test/nn/test_convolution.py::TestConvolutionNN::test_invalid_conv1d, test/nn/test_convolution.py::TestConvolutionNN::test_invalid_conv2d, test/nn/test_convolution.py::TestConvolutionNN::test_invalid_conv3d, test/nn/test_convolution.py::TestConvolutionNN::test_mismatch_shape_conv2d, test/nn/test_convolution.py::TestConvolutionNN::test_nnpack_conv, test/nn/test_convolution.py::TestConvolutionNN::test_permute_conv2d_issue_120211, test/nn/test_convolution.py::TestConvolutionNN::test_thnn_conv_strided_padded_dilated, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_backward_depthwise_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_backward_depthwise_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_depthwise_naive_groups_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_depthwise_naive_groups_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_depthwise_naive_groups_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_1_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_1_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_1_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_1_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_1_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_2_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_2_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_2_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_2_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_2_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_3_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_3_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_3_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_3_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_dilation_3_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_large_workspace_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_large_workspace_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_large_workspace_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_naive_groups_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_size_1_kernel_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv3d_depthwise_naive_groups_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv3d_depthwise_naive_groups_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv3d_depthwise_naive_groups_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose2d_large_output_padding_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose2d_large_output_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose2d_size_1_kernel_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose3d_size_1_kernel_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_contig_wrong_stride_cudnn_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_same_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_same_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_valid_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_valid_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_no_grad_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_vs_scipy_mode_same_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_vs_scipy_mode_same_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_vs_scipy_mode_valid_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_vs_scipy_mode_valid_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_64bit_indexing_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_same_padding_backward_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_same_padding_backward_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_same_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_same_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_valid_padding_backward_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_valid_padding_backward_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_valid_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv3d_valid_padding_cpu_float32, 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test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_support_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_support_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_groups_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_no_bias_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_stride_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_strided_with_3D_input_and_weight_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_empty_channel_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_empty_channel_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_ic1_channels_last_for_oneDNN_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_batch_1_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_nosplit_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_noncontig_weights_and_bias_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_noncontig_weights_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_thnn_nhwc_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_thnn_nhwc_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose2d_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose3d_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transposed_large_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_convert_conv2d_weight_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_convert_conv3d_weight_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_add_relu_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_add_relu_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_relu_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_relu_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_depthwise_conv_64bit_indexing_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_group_convTranspose_empty_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_group_conv_empty_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_backward_depthwise_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_backward_depthwise_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_large_output_padding_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_large_output_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose3d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_contig_wrong_stride_cudnn_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_no_grad_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_64bit_indexing_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convTranspose_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_True_strided_True_contiguous_False_mps, 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test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_mismatch_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_ndhwc_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_ndhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_support_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_support_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_groups_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_no_bias_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_stride_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_strided_with_3D_input_and_weight_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_empty_channel_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_empty_channel_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_ic1_channels_last_for_oneDNN_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_batch_1_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_nosplit_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_noncontig_weights_and_bias_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_noncontig_weights_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_thnn_nhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_thnn_nhwc_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose2d_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose3d_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transposed_large_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convert_conv2d_weight_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convert_conv3d_weight_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_add_relu_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_add_relu_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_relu_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_relu_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_depthwise_conv_64bit_indexing_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_group_convTranspose_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_group_conv_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_noncontig_conv_grad_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_noncontig_conv_grad_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_noncontig_conv_grad_mps_float64 2025-09-07T06:38:09.2935300Z 2025-09-07T06:38:09.2935430Z Running test_overrides 1/1 ... [2025-09-07 06:38:09.217920] 2025-09-07T06:38:09.2935680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:38:09.2936380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_overrides.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:38:09.218230] 2025-09-07T06:38:12.7825420Z 2025-09-07T06:38:12.7825920Z test_overrides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_overrides_1.1_20ec192064ee2724_.log 2025-09-07T06:38:12.8106350Z Running 1478 items in this shard: test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_H___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_T___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__backward_hooks___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__base___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__cdata___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__grad_fn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__post_accumulate_grad_hooks___get__, 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test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cholesky_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_max, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_max_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_min, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_min_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clip, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clip_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clone, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_coalesce, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_col_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_conj, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_conj_physical, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_conj_physical_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_contiguous, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_copy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_copysign, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_copysign_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_corrcoef, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cos, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cos_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cosh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_count_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cov, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cpu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cross, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_crow_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cuda, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cummax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cummin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumprod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumprod_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumsum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumsum_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_data_ptr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_deg2rad, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_deg2rad_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dense_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dequantize, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_det, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_detach, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_detach_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diag, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diag_embed, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diagflat, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diagonal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diagonal_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diff, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_digamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_digamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dim_order, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dist, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_div, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_div_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_divide_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_double, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_element_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_eq, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_eq_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erf_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfc_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfinv, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfinv_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expand, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expand_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expm1, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expm1_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exponential_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fill_diagonal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fix, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fix_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_flatten, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_flip, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fliplr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_flipud, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_float, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_float_power, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_float_power_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor_divide_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmod_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_frac, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_frac_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_frexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gather, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gcd, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gcd_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ge, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ge_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_geometric_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_geqrf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ger, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_get_device, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_half, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hardshrink, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_has_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hash_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_heaviside, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_heaviside_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_histc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_histogram, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hypot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hypot_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_i0, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_i0_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igammac, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igammac_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_add, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_add_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_copy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_copy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_fill, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_put, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_put_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_reduce_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_inner, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_int, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_int_repr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ipu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_coalesced, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_complex, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_conj, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_contiguous, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_distributed, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_floating_point, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_inference, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_pinned, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_same_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_set_to, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_shared, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_signed, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isclose, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isfinite, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isinf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isnan, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isneginf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isposinf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isreal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_istft, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_item, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_kron, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_kthvalue, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lcm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lcm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ldexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ldexp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_le, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_le_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lerp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lerp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lgamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lgamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log10, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log10_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log1p, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log1p_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logaddexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logaddexp2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logcumsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logdet, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_and, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_and_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_not, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_not_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_or, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_or_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_xor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_xor_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logit_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_long, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_map2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_map_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_fill, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_scatter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_max, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_maximum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mean, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_median, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_min, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_minimum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mode, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_module_load, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_moveaxis, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_movedim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_msort, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mtia, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mul, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mul_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_multinomial, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_multiply, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_multiply_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mv, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mvlgamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mvlgamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nan_to_num, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nan_to_num_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanmean, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanmedian, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanquantile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nansum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_narrow, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_narrow_copy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ndimension, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ne, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ne_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_neg_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_negative, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_negative_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nelement, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nextafter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nextafter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nonzero_static, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_norm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_not_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_not_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_numel, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_numpy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_orgqr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ormqr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_outer, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_permute, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pin_memory, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pinverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_polygamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_positive, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pow, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pow_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_prelu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_prod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_put, 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test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reciprocal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reciprocal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_record_stream, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_refine_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_register_hook, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_register_post_accumulate_grad_hook, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_relu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_relu_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_remainder, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_remainder_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rename, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rename_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_renorm, 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test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_logit, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_i0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_i1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_k0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_k1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_multigammaln, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_ndtr, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_ndtri, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_psi, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_round, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_scaled_modified_bessel_k0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_scaled_modified_bessel_k1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_t, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_u, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_v, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_w, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_spherical_bessel_j0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_xlog1py, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_zeta, test/test_overrides.py::TestTorchFunctionOverride::test_torch__assert_async, test/test_overrides.py::TestTorchFunctionOverride::test_torch__conj_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__functional_assert_async, test/test_overrides.py::TestTorchFunctionOverride::test_torch__fused_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch__fw_primal_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__lobpcg_lobpcg, test/test_overrides.py::TestTorchFunctionOverride::test_torch__lowrank_pca_lowrank, test/test_overrides.py::TestTorchFunctionOverride::test_torch__lowrank_svd_lowrank, test/test_overrides.py::TestTorchFunctionOverride::test_torch__make_dual_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__native_batch_norm_legit, test/test_overrides.py::TestTorchFunctionOverride::test_torch__neg_view_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__reshape_alias_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__rowwise_prune, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sparse_broadcast_to_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_acos, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_asin, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_atan, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_cos, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_sin, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_tan, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__values_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__wrapped_linear_prepack, test/test_overrides.py::TestTorchFunctionOverride::test_torch__wrapped_quantized_linear_prepacked, test/test_overrides.py::TestTorchFunctionOverride::test_torch_abs, test/test_overrides.py::TestTorchFunctionOverride::test_torch_absolute, test/test_overrides.py::TestTorchFunctionOverride::test_torch_acos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_acosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adaptive_avg_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adaptive_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addbmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addcdiv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addcmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addmv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adjoint, test/test_overrides.py::TestTorchFunctionOverride::test_torch_affine_grid_generator, test/test_overrides.py::TestTorchFunctionOverride::test_torch_alias_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_all, test/test_overrides.py::TestTorchFunctionOverride::test_torch_allclose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_amax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_amin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_aminmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_angle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_any, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arccos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arccosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arcsin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arcsinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctan2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argsort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argwhere, test/test_overrides.py::TestTorchFunctionOverride::test_torch_as_strided_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_as_strided_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_asin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_asinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atan2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_avg_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_baddbmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_backward_elemt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_backward_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_elemt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_gather_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_gather_stats_with_counts, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_update_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bernoulli, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bilinear, test/test_overrides.py::TestTorchFunctionOverride::test_torch_binary_cross_entropy_with_logits, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bincount, test/test_overrides.py::TestTorchFunctionOverride::test_torch_binomial, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_and, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_left_shift, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_or, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_right_shift, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_xor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_broadcast_to, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bucketize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ccol_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ceil, test/test_overrides.py::TestTorchFunctionOverride::test_torch_celu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_channel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_choose_qparams_optimized, test/test_overrides.py::TestTorchFunctionOverride::test_torch_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clip, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clone, test/test_overrides.py::TestTorchFunctionOverride::test_torch_col_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_column_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_combinations, test/test_overrides.py::TestTorchFunctionOverride::test_torch_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_concat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_concatenate, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conj_physical, test/test_overrides.py::TestTorchFunctionOverride::test_torch_constant_pad_nd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_tbc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_copysign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_corrcoef, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosine_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosine_similarity, test/test_overrides.py::TestTorchFunctionOverride::test_torch_count_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cov, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cross, test/test_overrides.py::TestTorchFunctionOverride::test_torch_crow_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ctc_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cummax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cummin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumprod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumsum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumulative_trapezoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_deg2rad, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dequantize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_det, test/test_overrides.py::TestTorchFunctionOverride::test_torch_detach, test/test_overrides.py::TestTorchFunctionOverride::test_torch_detach_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diag_embed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagflat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diff, test/test_overrides.py::TestTorchFunctionOverride::test_torch_digamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dsmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_embedding, test/test_overrides.py::TestTorchFunctionOverride::test_torch_embedding_bag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_empty_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_eq, test/test_overrides.py::TestTorchFunctionOverride::test_torch_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erfc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erfinv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_exp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_expand_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_expm1, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fake_quantize_per_channel_affine, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fake_quantize_per_tensor_affine, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_fp16_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_fp16_weight_fp32_activation, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_int8_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_int8_weight_fp32_activation, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_quantize_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_pack_gemm_matrix_fp16, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_pack_quantized_matrix, test/test_overrides.py::TestTorchFunctionOverride::test_torch_feature_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_feature_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fix, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flatten, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flip, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fliplr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flipud, test/test_overrides.py::TestTorchFunctionOverride::test_torch_float_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch_floor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_floor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frac, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frobenius_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_full_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_empty_lists, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_in_float_lists, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_in_lists, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_in_scalar_lists, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_mixed_lists, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_nested_tuple_getitem, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_not_first_in_list, test/test_overrides.py::TestTorchFunctionOverride::test_torch_function_precedence_in_lists, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_block_diag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_broadcast_tensors, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_cartesian_prod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_cdist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_chain_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_einsum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_lu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_meshgrid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_stft, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_tensordot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unique, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unique_consecutive, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unravel_index, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fused_moving_avg_obs_fake_quant, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gather, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gcd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ge, test/test_overrides.py::TestTorchFunctionOverride::test_torch_geqrf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ger, test/test_overrides.py::TestTorchFunctionOverride::test_torch_get_device, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gradient, test/test_overrides.py::TestTorchFunctionOverride::test_torch_greater, test/test_overrides.py::TestTorchFunctionOverride::test_torch_greater_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler_2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler_3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gru, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gru_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hardshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hash_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_heaviside, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hinge_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histogram, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histogramdd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hsmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hypot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_i0, test/test_overrides.py::TestTorchFunctionOverride::test_torch_igamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_igammac, test/test_overrides.py::TestTorchFunctionOverride::test_torch_imag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_fill, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_put, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_inner, test/test_overrides.py::TestTorchFunctionOverride::test_torch_instance_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_int_repr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_distributed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_floating_point, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_inference, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_same_size, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_signed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isclose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isfinite, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isinf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isnan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isneginf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isposinf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isreal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_istft, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kl_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kron, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kthvalue, test/test_overrides.py::TestTorchFunctionOverride::test_torch_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lcm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ldexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_le, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lerp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_less, test/test_overrides.py::TestTorchFunctionOverride::test_torch_less_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lgamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log10, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log1p, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logaddexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logaddexp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logcumsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_and, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_or, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_xor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lstm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lstm_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lu_unpack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_margin_ranking_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_fill, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_maximum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_median, test/test_overrides.py::TestTorchFunctionOverride::test_torch_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_minimum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_add_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_depthwise_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_rnn, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mode, test/test_overrides.py::TestTorchFunctionOverride::test_torch_moveaxis, test/test_overrides.py::TestTorchFunctionOverride::test_torch_movedim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_msort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_multinomial, test/test_overrides.py::TestTorchFunctionOverride::test_torch_multiply, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mvlgamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nan_to_num, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanmean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanmedian, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanquantile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nansum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_narrow, test/test_overrides.py::TestTorchFunctionOverride::test_torch_narrow_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_channel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ne, test/test_overrides.py::TestTorchFunctionOverride::test_torch_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_negative, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nextafter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional__threshold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_avg_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_avg_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_affine_grid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_binary_cross_entropy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_binary_cross_entropy_with_logits, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_celu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_cosine_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_cross_entropy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_ctc_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_elu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_embedding, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_embedding_bag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_feature_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_gaussian_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_glu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_grid_sample, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_gumbel_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_hardtanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_hinge_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_huber_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_instance_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_interpolate, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_kl_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_l1_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_leaky_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_local_response_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_margin_ranking_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_mish, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_mse_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multi_head_attention_forward, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multi_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multilabel_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multilabel_soft_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_normalize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_pad, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_poisson_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_relu6, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_rrelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_selu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_silu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_smooth_l1_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_soft_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softsign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_tanhshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_triplet_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_triplet_margin_with_distance_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_unfold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_constant_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_kaiming_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nonzero_static, test/test_overrides.py::TestTorchFunctionOverride::test_torch_norm_except_dim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_not_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nuclear_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_numel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ones_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_orgqr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ormqr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_outer, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pairwise_distance, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pdist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_permute, test/test_overrides.py::TestTorchFunctionOverride::test_torch_permute_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pinverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pixel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pixel_unshuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_poisson, test/test_overrides.py::TestTorchFunctionOverride::test_torch_poisson_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_polar, test/test_overrides.py::TestTorchFunctionOverride::test_torch_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_positive, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pow, test/test_overrides.py::TestTorchFunctionOverride::test_torch_prelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_prod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_put, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_axis, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_scales, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_zero_points, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_scale, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_zero_point, test/test_overrides.py::TestTorchFunctionOverride::test_torch_qr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_channel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_tensor_dynamic, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_gru_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_lstm_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_rnn_relu_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_rnn_tanh_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rad2deg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rand_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_randint_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_randn_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ravel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_real, test/test_overrides.py::TestTorchFunctionOverride::test_torch_reciprocal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_remainder, test/test_overrides.py::TestTorchFunctionOverride::test_torch_renorm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_repeat_interleave, test/test_overrides.py::TestTorchFunctionOverride::test_torch_reshape, test/test_overrides.py::TestTorchFunctionOverride::test_torch_resolve_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_resolve_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_relu_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_tanh_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_roll, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rot90, test/test_overrides.py::TestTorchFunctionOverride::test_torch_round, test/test_overrides.py::TestTorchFunctionOverride::test_torch_row_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_row_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rrelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rsqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rsub, test/test_overrides.py::TestTorchFunctionOverride::test_torch_saddmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_searchsorted, test/test_overrides.py::TestTorchFunctionOverride::test_torch_segment_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_selu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sgn, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sigmoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_signbit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slogdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch_smm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_with_sizes_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_square, test/test_overrides.py::TestTorchFunctionOverride::test_torch_squeeze, test/test_overrides.py::TestTorchFunctionOverride::test_torch_squeeze_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_std, test/test_overrides.py::TestTorchFunctionOverride::test_torch_std_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sub, test/test_overrides.py::TestTorchFunctionOverride::test_torch_subtract, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_svd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_swapaxes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_swapdims, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_float, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_int, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_ite, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_sum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_t, test/test_overrides.py::TestTorchFunctionOverride::test_torch_t_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_take, test/test_overrides.py::TestTorchFunctionOverride::test_torch_take_along_dim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_threshold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_topk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trace, test/test_overrides.py::TestTorchFunctionOverride::test_torch_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_transpose_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trapezoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trapz, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triangular_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tril, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triplet_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_true_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trunc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unbind, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unbind_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unflatten, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unfold_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsqueeze, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsqueeze_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_values_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_var, test/test_overrides.py::TestTorchFunctionOverride::test_torch_var_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vdot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_complex_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_real, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_real_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_where, test/test_overrides.py::TestTorchFunctionOverride::test_torch_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_zeros_like, test/test_overrides.py::TestTorchFunctionOverride::test_user_implementation_raises, test/test_overrides.py::TestEinsumOverride::test_wrapper, test/test_overrides.py::TestGradCheckOverride::test_gradcheck, test/test_overrides.py::TestNamedTuple::test_max, test/test_overrides.py::TestGradNewOnesOverride::test_newones, test/test_overrides.py::TestPickle::test_pickle, test/test_overrides.py::TestBroadcastAllOverride::test_broadcast_all, test/test_overrides.py::TestWrapTorchFunction::test_wrap_torch_function, test/test_overrides.py::TestIndexing::test_getitem, test/test_overrides.py::TestIndexing::test_getitem_subclass, test/test_overrides.py::TestIndexing::test_setitem, test/test_overrides.py::TestIndexing::test_setitem_subclass, test/test_overrides.py::TestIndexing::test_setitem_val, test/test_overrides.py::TestIterator::test_iterator, test/test_overrides.py::TestRNN::test_rnn, test/test_overrides.py::TestDisabledTorchFunction::test_parameter_does_not_prevent_dispatch, test/test_overrides.py::TestResolveName::test_resolve_name, test/test_overrides.py::TestTorchFunctionWarning::test_torch_function_standalone_class, test/test_overrides.py::TestTorchFunctionWarning::test_torch_function_tensor_subclass, test/test_overrides.py::TestDisabledUserWarnings::test_no_implicit_user_warning_for_deprecated_functions, test/test_overrides.py::TestTorchFunctionMode::test_all_same_mode, test/test_overrides.py::TestTorchFunctionMode::test_basic, test/test_overrides.py::TestTorchFunctionMode::test_custom_device_type, test/test_overrides.py::TestTorchFunctionMode::test_device_context_semantics, test/test_overrides.py::TestTorchFunctionMode::test_disable_enable_subclass, test/test_overrides.py::TestTorchFunctionMode::test_disable_enable_torch_function_ctx, test/test_overrides.py::TestTorchFunctionMode::test_disable_subclass_mode, test/test_overrides.py::TestTorchFunctionMode::test_disable_subclass_not_mode, test/test_overrides.py::TestTorchFunctionMode::test_distributions_bernoulli, test/test_overrides.py::TestTorchFunctionMode::test_error_using_class_method_on_mode, test/test_overrides.py::TestTorchFunctionMode::test_factory_override, test/test_overrides.py::TestTorchFunctionMode::test_get_cur_mode, test/test_overrides.py::TestTorchFunctionMode::test_get_mode_stack, test/test_overrides.py::TestTorchFunctionMode::test_getitem_call, test/test_overrides.py::TestTorchFunctionMode::test_mode_notimplemented_loop, test/test_overrides.py::TestTorchFunctionMode::test_modes_handle_first, test/test_overrides.py::TestTorchFunctionMode::test_modes_return_notimplemented, test/test_overrides.py::TestTorchFunctionMode::test_nested_modes_with_python_has_torch_function, test/test_overrides.py::TestTorchFunctionMode::test_nested_same_mode, test/test_overrides.py::TestTorchFunctionMode::test_nn_parse_to, test/test_overrides.py::TestTorchFunctionMode::test_reentrant_mode_idiom, test/test_overrides.py::TestTorchFunctionMode::test_restacking_with_ancestor, test/test_overrides.py::TestTorchFunctionMode::test_subclass_hash, test/test_overrides.py::TestTorchFunctionMode::test_torch_function_all_disabled_api, test/test_overrides.py::TestTorchFunctionMode::test_with_mode, test/test_overrides.py::TestTorchFunctionMode::test_with_mode_created_separately, test/test_overrides.py::TestTorchFunctionMode::test_with_nested_modes 2025-09-07T06:38:12.8372630Z 2025-09-07T06:38:12.8372780Z Running test_mobile_optimizer 1/1 ... [2025-09-07 06:38:12.783758] 2025-09-07T06:38:12.8373040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:38:12.8373760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mobile_optimizer.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:38:12.784043] 2025-09-07T06:38:14.6568400Z 2025-09-07T06:38:14.6569030Z test_mobile_optimizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mobile_optimizer_1.1_642e706c9e59961c_.log 2025-09-07T06:38:14.6571070Z Running 7 items in this shard: test/test_mobile_optimizer.py::TestOptimizer::test_clone_module_with_class, test/test_mobile_optimizer.py::TestOptimizer::test_generate_mobile_module_lints, test/test_mobile_optimizer.py::TestOptimizer::test_hoist_conv_packed_params, test/test_mobile_optimizer.py::TestOptimizer::test_mobilenet_optimize_for_mobile, test/test_mobile_optimizer.py::TestOptimizer::test_optimize_for_mobile, test/test_mobile_optimizer.py::TestOptimizer::test_preserve_bundled_inputs_methods, test/test_mobile_optimizer.py::TestOptimizer::test_quantized_conv_no_asan_failures 2025-09-07T06:38:14.6572510Z 2025-09-07T06:38:14.6572630Z Running test_spectral_ops 1/1 ... [2025-09-07 06:38:14.657148] 2025-09-07T06:38:14.6572880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:38:14.6575040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_spectral_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:38:14.657407] 2025-09-07T06:38:19.6391470Z 2025-09-07T06:38:19.6392080Z test_spectral_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_spectral_ops_1.1_7f166f53edcea3cd_.log 2025-09-07T06:38:19.6459700Z Running 281 items in this shard: test/test_spectral_ops.py::TestFFTCPU::test_batch_istft_cpu, test/test_spectral_ops.py::TestFFTCPU::test_complex_istft_real_equiv_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_definition_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_onesided_cpu, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_real_equiv_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_roundtrip_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_roundtrip_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_cufft_context_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_cufft_context_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_cufft_plan_cache_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_fft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_fft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_fft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_fft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_fftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_fftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_hfft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_hfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_hfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_hfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_hfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_hfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ifft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ifft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ifft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ifft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ifftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ifftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ihfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ihfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_ihfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_irfft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_irfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_irfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_irfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_irfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_rfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_rfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft__refs_fft_rfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_fft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_fft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_fft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_fft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_fftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_fftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_hfft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_hfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_hfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_hfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_hfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_hfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ifft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ifft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ifft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ifft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ifftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ifftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ihfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ihfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_ihfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_irfft2_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_irfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_irfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_irfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_irfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_rfft2_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_rfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_fft_fft_rfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_empty_ifft_cpu, test/test_spectral_ops.py::TestFFTCPU::test_fft2_fftn_equivalence_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fft2_fftn_equivalence_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fft2_invalid_cpu, test/test_spectral_ops.py::TestFFTCPU::test_fft2_numpy_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_fft2_numpy_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_fft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_fft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_fft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_fft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_fftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_fftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_hfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_hfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_hfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_hfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_hfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_hfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ifft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ifft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ifft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ifft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ifftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ifftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ihfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ihfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ihfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ihfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ihfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_ihfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_irfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_irfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_irfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_irfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_irfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_irfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_rfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_rfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_rfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_rfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_rfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors__refs_fft_rfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_fft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_fft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_fft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_fft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_fftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_fftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_hfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_hfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_hfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_hfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_hfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_hfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ifft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ifft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ifft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ifft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ifftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ifftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ihfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ihfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ihfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ihfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ihfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_ihfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_irfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_irfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_irfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_irfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_irfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_irfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_rfft2_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_rfft2_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_rfft_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_rfft_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_rfftn_cpu_bfloat16, test/test_spectral_ops.py::TestFFTCPU::test_fft_half_and_bfloat16_errors_fft_rfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_ifft_rfft_irfft_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fft_input_modification_cpu, test/test_spectral_ops.py::TestFFTCPU::test_fft_invalid_dtypes_cpu, test/test_spectral_ops.py::TestFFTCPU::test_fft_plan_repeatable_cpu, test/test_spectral_ops.py::TestFFTCPU::test_fft_round_trip_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_fft_round_trip_cpu_complex32, test/test_spectral_ops.py::TestFFTCPU::test_fft_round_trip_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fft_round_trip_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_round_trip_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fft_round_trip_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_complex32, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fft_type_promotion_cpu_int8, test/test_spectral_ops.py::TestFFTCPU::test_fftfreq_numpy_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftfreq_numpy_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fftfreq_out_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftfreq_out_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_fftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_fftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_hfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_hfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_ifftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_ifftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_ihfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_irfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid__refs_fft_rfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_fftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_fftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_hfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_hfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_ifftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_ifftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_ihfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_irfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_invalid_fft_rfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_noop_transform_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_fftn_noop_transform_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_noop_transform_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_fftn_noop_transform_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_fftn_noop_transform_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_fftn_round_trip_cpu_complex128, 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test/test_spectral_ops.py::TestFFTCPU::test_hfftn_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_ihfftn_cpu_float16, test/test_spectral_ops.py::TestFFTCPU::test_ihfftn_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_ihfftn_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_against_librosa_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_linearity_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_of_sine_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_requires_window_cpu, test/test_spectral_ops.py::TestFFTCPU::test_istft_round_trip_simple_cases_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_round_trip_various_params_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_round_trip_with_padding_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_istft_throws_cpu, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_fft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_fft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_hfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_hfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_ifft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_ifft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_ihfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_irfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_irfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d__refs_fft_rfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_fft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_fft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_hfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_hfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_ifft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_ifft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_ihfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_irfft_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_irfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_1d_fft_rfft_cpu_float32, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_fftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_fftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_hfftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_hfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_ifftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_ifftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_irfftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd__refs_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_fftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_fftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_hfftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_hfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_ifftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_ifftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_irfftn_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_stft_align_to_window_only_requires_non_center_cpu, test/test_spectral_ops.py::TestFFTCPU::test_stft_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_stft_requires_complex_cpu, test/test_spectral_ops.py::TestFFTCPU::test_stft_requires_window_cpu, test/test_spectral_ops.py::TestFFTCPU::test_stft_roundtrip_complex_window_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_stft_roundtrip_complex_window_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_stft_window_device_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fftfreq_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fftn_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fftshift_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_hfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifftn_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifftshift_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ihfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_irfft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_irfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_irfftn_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfftfreq_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfftn_cpu 2025-09-07T06:38:19.6519760Z 2025-09-07T06:38:19.6520030Z Running distributions/test_distributions 1/1 ... [2025-09-07 06:38:19.639708] 2025-09-07T06:38:19.6520370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:38:19.6521200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'distributions/test_distributions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:38:19.640013] 2025-09-07T06:38:41.1365990Z 2025-09-07T06:38:41.1366630Z distributions/test_distributions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_distributions_1.1_045a19fa510bd87f_.log 2025-09-07T06:38:41.1427030Z Running 230 items in this shard: test/distributions/test_distributions.py::TestDistributions::test_argmax_relaxed_categorical, test/distributions/test_distributions.py::TestDistributions::test_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_bernoulli_3d, test/distributions/test_distributions.py::TestDistributions::test_bernoulli_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_beta_log_prob, test/distributions/test_distributions.py::TestDistributions::test_beta_sample, test/distributions/test_distributions.py::TestDistributions::test_beta_shape, test/distributions/test_distributions.py::TestDistributions::test_beta_underflow, test/distributions/test_distributions.py::TestDistributions::test_beta_underflow_gpu, test/distributions/test_distributions.py::TestDistributions::test_binomial, test/distributions/test_distributions.py::TestDistributions::test_binomial_bfloat16, test/distributions/test_distributions.py::TestDistributions::test_binomial_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_binomial_extreme_vals, test/distributions/test_distributions.py::TestDistributions::test_binomial_half, test/distributions/test_distributions.py::TestDistributions::test_binomial_log_prob_and_entropy, test/distributions/test_distributions.py::TestDistributions::test_binomial_log_prob_vectorized_count, test/distributions/test_distributions.py::TestDistributions::test_binomial_sample, test/distributions/test_distributions.py::TestDistributions::test_binomial_stable, test/distributions/test_distributions.py::TestDistributions::test_binomial_vectorized_count, test/distributions/test_distributions.py::TestDistributions::test_categorical_1d, test/distributions/test_distributions.py::TestDistributions::test_categorical_2d, test/distributions/test_distributions.py::TestDistributions::test_categorical_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_cauchy, test/distributions/test_distributions.py::TestDistributions::test_cdf_icdf_inverse, test/distributions/test_distributions.py::TestDistributions::test_cdf_log_prob, test/distributions/test_distributions.py::TestDistributions::test_chi2_sample, test/distributions/test_distributions.py::TestDistributions::test_chi2_shape, test/distributions/test_distributions.py::TestDistributions::test_continuous_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_continuous_bernoulli_3d, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_log_prob, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_log_prob_zero, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_mode, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_sample, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_shape, test/distributions/test_distributions.py::TestDistributions::test_distribution_expand, test/distributions/test_distributions.py::TestDistributions::test_distribution_subclass_expand, test/distributions/test_distributions.py::TestDistributions::test_enumerate_support_type, test/distributions/test_distributions.py::TestDistributions::test_exponential, test/distributions/test_distributions.py::TestDistributions::test_exponential_sample, test/distributions/test_distributions.py::TestDistributions::test_fishersnedecor, test/distributions/test_distributions.py::TestDistributions::test_fishersnedecor_sample, test/distributions/test_distributions.py::TestDistributions::test_gamma_gpu_sample, test/distributions/test_distributions.py::TestDistributions::test_gamma_gpu_shape, test/distributions/test_distributions.py::TestDistributions::test_gamma_log_prob_at_boundary, test/distributions/test_distributions.py::TestDistributions::test_gamma_sample, test/distributions/test_distributions.py::TestDistributions::test_gamma_shape, test/distributions/test_distributions.py::TestDistributions::test_generalized_pareto, test/distributions/test_distributions.py::TestDistributions::test_generalized_pareto_sample, test/distributions/test_distributions.py::TestDistributions::test_geometric, test/distributions/test_distributions.py::TestDistributions::test_geometric_log_prob_and_entropy, test/distributions/test_distributions.py::TestDistributions::test_geometric_sample, test/distributions/test_distributions.py::TestDistributions::test_gumbel, test/distributions/test_distributions.py::TestDistributions::test_gumbel_sample, test/distributions/test_distributions.py::TestDistributions::test_halfcauchy, test/distributions/test_distributions.py::TestDistributions::test_halfnormal, test/distributions/test_distributions.py::TestDistributions::test_halfnormal_logprob, test/distributions/test_distributions.py::TestDistributions::test_halfnormal_sample, test/distributions/test_distributions.py::TestDistributions::test_has_examples, test/distributions/test_distributions.py::TestDistributions::test_independent_expand, test/distributions/test_distributions.py::TestDistributions::test_independent_shape, test/distributions/test_distributions.py::TestDistributions::test_invalid_parameter_broadcasting, test/distributions/test_distributions.py::TestDistributions::test_inversegamma, test/distributions/test_distributions.py::TestDistributions::test_inversegamma_sample, test/distributions/test_distributions.py::TestDistributions::test_kumaraswamy_mean_variance, test/distributions/test_distributions.py::TestDistributions::test_kumaraswamy_shape, test/distributions/test_distributions.py::TestDistributions::test_laplace, test/distributions/test_distributions.py::TestDistributions::test_laplace_sample, test/distributions/test_distributions.py::TestDistributions::test_lazy_property_grad, test/distributions/test_distributions.py::TestDistributions::test_lkj_cholesky_log_prob, test/distributions/test_distributions.py::TestDistributions::test_logisticnormal, test/distributions/test_distributions.py::TestDistributions::test_logisticnormal_logprob, test/distributions/test_distributions.py::TestDistributions::test_logisticnormal_sample, test/distributions/test_distributions.py::TestDistributions::test_lognormal, test/distributions/test_distributions.py::TestDistributions::test_lognormal_logprob, test/distributions/test_distributions.py::TestDistributions::test_lognormal_sample, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_log_prob, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_moments, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_properties, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_sample, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_shape, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_binomial_log_prob, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_normal_log_prob, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_sample, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_shape, test/distributions/test_distributions.py::TestDistributions::test_mode, test/distributions/test_distributions.py::TestDistributions::test_multinomial_1d, test/distributions/test_distributions.py::TestDistributions::test_multinomial_1d_log_prob_and_entropy, test/distributions/test_distributions.py::TestDistributions::test_multinomial_2d, test/distributions/test_distributions.py::TestDistributions::test_multinomial_sequential_draw, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_log_prob, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_moments, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_properties, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_sample, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_shape, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_stable_with_precision_matrix, test/distributions/test_distributions.py::TestDistributions::test_negative_binomial, test/distributions/test_distributions.py::TestDistributions::test_negative_binomial_log_prob, test/distributions/test_distributions.py::TestDistributions::test_negative_binomial_log_prob_vectorized_count, test/distributions/test_distributions.py::TestDistributions::test_normal, test/distributions/test_distributions.py::TestDistributions::test_normal_sample, test/distributions/test_distributions.py::TestDistributions::test_one_hot_categorical_1d, test/distributions/test_distributions.py::TestDistributions::test_one_hot_categorical_2d, test/distributions/test_distributions.py::TestDistributions::test_one_hot_categorical_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_pareto, test/distributions/test_distributions.py::TestDistributions::test_pareto_sample, test/distributions/test_distributions.py::TestDistributions::test_poisson_forward_ad, test/distributions/test_distributions.py::TestDistributions::test_poisson_gpu_sample, test/distributions/test_distributions.py::TestDistributions::test_poisson_log_prob, test/distributions/test_distributions.py::TestDistributions::test_poisson_sample, test/distributions/test_distributions.py::TestDistributions::test_poisson_shape, test/distributions/test_distributions.py::TestDistributions::test_relaxed_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_relaxed_one_hot_categorical_1d, test/distributions/test_distributions.py::TestDistributions::test_relaxed_one_hot_categorical_2d, test/distributions/test_distributions.py::TestDistributions::test_repr, test/distributions/test_distributions.py::TestDistributions::test_rounded_relaxed_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_rsample_requires_grad, test/distributions/test_distributions.py::TestDistributions::test_sample_detached, test/distributions/test_distributions.py::TestDistributions::test_studentT, test/distributions/test_distributions.py::TestDistributions::test_studentT_log_prob, test/distributions/test_distributions.py::TestDistributions::test_studentT_sample, test/distributions/test_distributions.py::TestDistributions::test_support_attributes, test/distributions/test_distributions.py::TestDistributions::test_torch_binomial_dtype_errors, test/distributions/test_distributions.py::TestDistributions::test_uniform, test/distributions/test_distributions.py::TestDistributions::test_valid_parameter_broadcasting, test/distributions/test_distributions.py::TestDistributions::test_vonmises_logprob, test/distributions/test_distributions.py::TestDistributions::test_vonmises_sample, test/distributions/test_distributions.py::TestDistributions::test_wishart_log_prob, test/distributions/test_distributions.py::TestDistributions::test_wishart_moments, test/distributions/test_distributions.py::TestDistributions::test_wishart_properties, test/distributions/test_distributions.py::TestDistributions::test_wishart_sample, test/distributions/test_distributions.py::TestDistributions::test_wishart_shape, test/distributions/test_distributions.py::TestDistributions::test_wishart_stable_with_precision_matrix, test/distributions/test_distributions.py::TestDistributions::test_zero_excluded_binomial, test/distributions/test_distributions.py::TestRsample::test_beta_wrt_alpha, test/distributions/test_distributions.py::TestRsample::test_beta_wrt_beta, test/distributions/test_distributions.py::TestRsample::test_chi2, test/distributions/test_distributions.py::TestRsample::test_dirichlet_multivariate, test/distributions/test_distributions.py::TestRsample::test_dirichlet_on_diagonal, test/distributions/test_distributions.py::TestRsample::test_dirichlet_tangent_field, test/distributions/test_distributions.py::TestRsample::test_gamma, test/distributions/test_distributions.py::TestDistributionShapes::test_bernoulli_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_bernoulli_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_beta_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_beta_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_binomial_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_binomial_shape_vectorized_n, test/distributions/test_distributions.py::TestDistributionShapes::test_categorical_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_cauchy_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_cauchy_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_chi2_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_chi2_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_continuous_bernoulli_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_continuous_bernoulli_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_dirichlet_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_entropy_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_exponential_shape_scalar_param, test/distributions/test_distributions.py::TestDistributionShapes::test_exponential_shape_tensor_param, test/distributions/test_distributions.py::TestDistributionShapes::test_gamma_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_gamma_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_geometric_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_geometric_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_gumbel_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_halfcauchy_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_halfcauchy_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_kumaraswamy_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_laplace_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_laplace_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_mixture_same_family_mean_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_mixture_same_family_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_multinomial_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_normal_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_normal_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_one_hot_categorical_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_pareto_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_studentT_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_studentT_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_uniform_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_uniform_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_vonmises_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_vonmises_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_weibull_scale_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_wishart_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_wishart_shape_tensor_params, test/distributions/test_distributions.py::TestKL::test_entropy_exponential_family, test/distributions/test_distributions.py::TestKL::test_entropy_monte_carlo, test/distributions/test_distributions.py::TestKL::test_kl_edgecases, test/distributions/test_distributions.py::TestKL::test_kl_exponential_family, test/distributions/test_distributions.py::TestKL::test_kl_infinite, test/distributions/test_distributions.py::TestKL::test_kl_lowrank_multivariate_normal, test/distributions/test_distributions.py::TestKL::test_kl_lowrank_multivariate_normal_batched, test/distributions/test_distributions.py::TestKL::test_kl_monte_carlo, test/distributions/test_distributions.py::TestKL::test_kl_multivariate_normal, test/distributions/test_distributions.py::TestKL::test_kl_multivariate_normal_batched, test/distributions/test_distributions.py::TestKL::test_kl_multivariate_normal_batched_broadcasted, test/distributions/test_distributions.py::TestKL::test_kl_shape, test/distributions/test_distributions.py::TestKL::test_kl_transformed, test/distributions/test_distributions.py::TestConstraints::test_params_constraints, test/distributions/test_distributions.py::TestConstraints::test_support_constraints, test/distributions/test_distributions.py::TestNumericalStability::test_bernoulli_gradient, test/distributions/test_distributions.py::TestNumericalStability::test_bernoulli_with_logits_overflow, test/distributions/test_distributions.py::TestNumericalStability::test_bernoulli_with_logits_underflow, test/distributions/test_distributions.py::TestNumericalStability::test_categorical_log_prob, test/distributions/test_distributions.py::TestNumericalStability::test_categorical_log_prob_with_logits, test/distributions/test_distributions.py::TestNumericalStability::test_continuous_bernoulli_gradient, test/distributions/test_distributions.py::TestNumericalStability::test_continuous_bernoulli_with_logits_overflow, test/distributions/test_distributions.py::TestNumericalStability::test_continuous_bernoulli_with_logits_underflow, test/distributions/test_distributions.py::TestNumericalStability::test_multinomial_log_prob, test/distributions/test_distributions.py::TestNumericalStability::test_multinomial_log_prob_with_logits, test/distributions/test_distributions.py::TestLazyLogitsInitialization::test_lazy_logits_initialization, test/distributions/test_distributions.py::TestLazyLogitsInitialization::test_lazy_probs_initialization, test/distributions/test_distributions.py::TestAgainstScipy::test_cdf, test/distributions/test_distributions.py::TestAgainstScipy::test_icdf, test/distributions/test_distributions.py::TestAgainstScipy::test_mean, test/distributions/test_distributions.py::TestAgainstScipy::test_variance_stddev, test/distributions/test_distributions.py::TestFunctors::test_cat_event_dim, test/distributions/test_distributions.py::TestFunctors::test_cat_transform, test/distributions/test_distributions.py::TestFunctors::test_cat_transform_non_uniform, test/distributions/test_distributions.py::TestFunctors::test_stack_transform, test/distributions/test_distributions.py::TestValidation::test_invalid, test/distributions/test_distributions.py::TestValidation::test_invalid_log_probs_arg, test/distributions/test_distributions.py::TestValidation::test_valid, test/distributions/test_distributions.py::TestValidation::test_warning_unimplemented_constraints, test/distributions/test_distributions.py::TestJit::test_cdf, test/distributions/test_distributions.py::TestJit::test_entropy, test/distributions/test_distributions.py::TestJit::test_enumerate_support, test/distributions/test_distributions.py::TestJit::test_log_prob, test/distributions/test_distributions.py::TestJit::test_mean, test/distributions/test_distributions.py::TestJit::test_rsample, test/distributions/test_distributions.py::TestJit::test_sample, test/distributions/test_distributions.py::TestJit::test_variance 2025-09-07T06:38:41.1481720Z 2025-09-07T06:38:41.1481830Z Running doctests 1/1 ... [2025-09-07 06:38:41.137049] 2025-09-07T06:38:41.2378530Z Start doctest_module('/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch') 2025-09-07T06:38:41.2378960Z Listing tests 2025-09-07T06:38:41.2379460Z msg = Cannot scrape callname=Library.fallback in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=375. 2025-09-07T06:38:41.2380080Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:41.2380480Z Registers the function implementation as the fallback for the given key. 2025-09-07T06:38:41.2380700Z 2025-09-07T06:38:41.2380850Z This function only works for a library with global namespace ("_"). 2025-09-07T06:38:41.2381060Z 2025-09-07T06:38:41.2381110Z Args: 2025-09-07T06:38:41.2381580Z fn: function used as fallback for the given dispatch key or :func:`~fallthrough_kernel` 2025-09-07T06:38:41.2381910Z to register a fallthrough. 2025-09-07T06:38:41.2382260Z dispatch_key: dispatch key that the input function should be registered for. By default, it uses 2025-09-07T06:38:41.2382640Z the dispatch key that the library was created with. 2025-09-07T06:38:41.2383050Z with_keyset: flag controlling if the current dispatcher call keyset should be passed as the first argument 2025-09-07T06:38:41.2383550Z to :attr:`fn` when calling. This should be used to create the appropriate keyset for redispatch calls. 2025-09-07T06:38:41.2383820Z 2025-09-07T06:38:41.2383890Z Example:: 2025-09-07T06:38:41.2383990Z 2025-09-07T06:38:41.2384060Z >>> my_lib = Library("_", "IMPL") 2025-09-07T06:38:41.2384290Z >>> def fallback_kernel(op, *args, **kwargs): 2025-09-07T06:38:41.2384680Z >>> # Handle all autocast ops generically 2025-09-07T06:38:41.2384880Z >>> # ... 2025-09-07T06:38:41.2385120Z >>> my_lib.fallback(fallback_kernel, "Autocast") 2025-09-07T06:38:41.2385320Z 2025-09-07T06:38:41.2385760Z Original Error: IndentationError('expected an indented block after function definition on line 2', ('', 5, 1, 'my_lib.fallback(fallback_kernel, "Autocast")\n', 5, 7)) 2025-09-07T06:38:41.2386190Z 2025-09-07T06:38:41.2386270Z my_lib.fallback(fallback_kernel, "Autocast") 2025-09-07T06:38:41.2386460Z ^ 2025-09-07T06:38:41.2386870Z msg = Cannot scrape callname=register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=948. 2025-09-07T06:38:41.2387440Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:41.2387800Z Register a FakeTensor implementation ("fake impl") for this operator. 2025-09-07T06:38:41.2388000Z 2025-09-07T06:38:41.2388110Z Also sometimes known as a "meta kernel", "abstract impl". 2025-09-07T06:38:41.2388390Z 2025-09-07T06:38:41.2388540Z An "FakeTensor implementation" specifies the behavior of this operator on 2025-09-07T06:38:41.2388890Z Tensors that carry no data ("FakeTensor"). Given some input Tensors with 2025-09-07T06:38:41.2389240Z certain properties (sizes/strides/storage_offset/device), it specifies 2025-09-07T06:38:41.2389620Z what the properties of the output Tensors are. 2025-09-07T06:38:41.2389780Z 2025-09-07T06:38:41.2389920Z The FakeTensor implementation has the same signature as the operator. 2025-09-07T06:38:41.2390250Z It is run for both FakeTensors and meta tensors. To write a FakeTensor 2025-09-07T06:38:41.2390570Z implementation, assume that all Tensor inputs to the operator are 2025-09-07T06:38:41.2390900Z regular CPU/CUDA/Meta tensors, but they do not have storage, and 2025-09-07T06:38:41.2391210Z you are trying to return regular CPU/CUDA/Meta tensor(s) as output. 2025-09-07T06:38:41.2391550Z The FakeTensor implementation must consist of only PyTorch operations 2025-09-07T06:38:41.2391880Z (and may not directly access the storage or data of any input or 2025-09-07T06:38:41.2392120Z intermediate Tensors). 2025-09-07T06:38:41.2392230Z 2025-09-07T06:38:41.2392330Z This API may be used as a decorator (see examples). 2025-09-07T06:38:41.2392490Z 2025-09-07T06:38:41.2392580Z For a detailed guide on custom ops, please see 2025-09-07T06:38:41.2392890Z https://pytorch.org/tutorials/advanced/custom_ops_landing_page.html 2025-09-07T06:38:41.2393090Z 2025-09-07T06:38:41.2393140Z Args: 2025-09-07T06:38:41.2393340Z op_name: Operator name (along with the overload) or OpOverload object. 2025-09-07T06:38:41.2393610Z func: Fake tensor implementation. 2025-09-07T06:38:41.2393870Z lib (Optional[Library]): Library to register the fake tensor to. 2025-09-07T06:38:41.2394230Z allow_override: Flag controlling if we want to override an 2025-09-07T06:38:41.2394530Z existing registered fake impl. This is by default off, 2025-09-07T06:38:41.2394830Z and will error you're trying to register a fake impl to 2025-09-07T06:38:41.2395110Z an operator that already has a fake impl. This also only 2025-09-07T06:38:41.2395390Z applies if the custom operator was not created via 2025-09-07T06:38:41.2395670Z torch.library.custom_op, as overriding and existing fake 2025-09-07T06:38:41.2395930Z impl is already allowed. 2025-09-07T06:38:41.2396060Z 2025-09-07T06:38:41.2396110Z Examples: 2025-09-07T06:38:41.2396240Z >>> import torch 2025-09-07T06:38:41.2396400Z >>> import numpy as np 2025-09-07T06:38:41.2396570Z >>> from torch import Tensor 2025-09-07T06:38:41.2396730Z >>> 2025-09-07T06:38:41.2396920Z >>> # Example 1: an operator without data-dependent output shape 2025-09-07T06:38:41.2397290Z >>> @torch.library.custom_op("mylib::custom_linear", mutates_args=()) 2025-09-07T06:38:41.2397630Z >>> def custom_linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-09-07T06:38:41.2397950Z >>> raise NotImplementedError("Implementation goes here") 2025-09-07T06:38:41.2398170Z >>> 2025-09-07T06:38:41.2398350Z >>> @torch.library.register_fake("mylib::custom_linear") 2025-09-07T06:38:41.2398580Z >>> def _(x, weight, bias): 2025-09-07T06:38:41.2398760Z >>> assert x.dim() == 2 2025-09-07T06:38:41.2398940Z >>> assert weight.dim() == 2 2025-09-07T06:38:41.2399130Z >>> assert bias.dim() == 1 2025-09-07T06:38:41.2399330Z >>> assert x.shape[1] == weight.shape[1] 2025-09-07T06:38:41.2399550Z >>> assert weight.shape[0] == bias.shape[0] 2025-09-07T06:38:41.2399780Z >>> assert x.device == weight.device 2025-09-07T06:38:41.2399970Z >>> 2025-09-07T06:38:41.2400100Z >>> return (x @ weight.t()) + bias 2025-09-07T06:38:41.2400320Z >>> 2025-09-07T06:38:41.2400490Z >>> with torch._subclasses.fake_tensor.FakeTensorMode(): 2025-09-07T06:38:41.2400720Z >>> x = torch.randn(2, 3) 2025-09-07T06:38:41.2400900Z >>> w = torch.randn(3, 3) 2025-09-07T06:38:41.2401070Z >>> b = torch.randn(3) 2025-09-07T06:38:41.2401340Z >>> y = torch.ops.mylib.custom_linear(x, w, b) 2025-09-07T06:38:41.2401550Z >>> 2025-09-07T06:38:41.2401680Z >>> assert y.shape == (2, 3) 2025-09-07T06:38:41.2401840Z >>> 2025-09-07T06:38:41.2402020Z >>> # Example 2: an operator with data-dependent output shape 2025-09-07T06:38:41.2402330Z >>> @torch.library.custom_op("mylib::custom_nonzero", mutates_args=()) 2025-09-07T06:38:41.2402620Z >>> def custom_nonzero(x: Tensor) -> Tensor: 2025-09-07T06:38:41.2402830Z >>> x_np = x.numpy(force=True) 2025-09-07T06:38:41.2403050Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-09-07T06:38:41.2403280Z >>> return torch.tensor(res, device=x.device) 2025-09-07T06:38:41.2403470Z >>> 2025-09-07T06:38:41.2403650Z >>> @torch.library.register_fake("mylib::custom_nonzero") 2025-09-07T06:38:41.2403870Z >>> def _(x): 2025-09-07T06:38:41.2404050Z >>> # Number of nonzero-elements is data-dependent. 2025-09-07T06:38:41.2404300Z >>> # Since we cannot peek at the data in an fake impl, 2025-09-07T06:38:41.2404560Z >>> # we use the ctx object to construct a new symint that 2025-09-07T06:38:41.2404800Z >>> # represents the data-dependent size. 2025-09-07T06:38:41.2405020Z >>> ctx = torch.library.get_ctx() 2025-09-07T06:38:41.2405220Z >>> nnz = ctx.new_dynamic_size() 2025-09-07T06:38:41.2405410Z >>> shape = [nnz, x.dim()] 2025-09-07T06:38:41.2405630Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-09-07T06:38:41.2405880Z >>> return result 2025-09-07T06:38:41.2406040Z >>> 2025-09-07T06:38:41.2406220Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-09-07T06:38:41.2406430Z >>> 2025-09-07T06:38:41.2406570Z >>> x = torch.tensor([0, 1, 2, 3, 4, 0]) 2025-09-07T06:38:41.2406850Z >>> trace = make_fx(torch.ops.mylib.custom_nonzero, tracing_mode="symbolic")(x) 2025-09-07T06:38:41.2407130Z >>> trace.print_readable() 2025-09-07T06:38:41.2407300Z >>> 2025-09-07T06:38:41.2407510Z >>> assert torch.allclose(trace(x), torch.ops.mylib.custom_nonzero(x)) 2025-09-07T06:38:41.2407720Z 2025-09-07T06:38:41.2407760Z 2025-09-07T06:38:41.2408130Z Original Error: IndentationError('expected an indented block after function definition on line 37', ('', 38, 1, '_._ = None\n', 38, 2)) 2025-09-07T06:38:41.2408500Z 2025-09-07T06:38:41.2408540Z _._ = None 2025-09-07T06:38:41.2408650Z ^ 2025-09-07T06:38:41.2409130Z msg = Cannot scrape callname=register_autograd in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=1083. 2025-09-07T06:38:41.2409710Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.2410020Z Register a backward formula for this custom op. 2025-09-07T06:38:41.2410180Z 2025-09-07T06:38:41.2410300Z In order for an operator to work with autograd, you need to register 2025-09-07T06:38:41.2410550Z a backward formula: 2025-09-07T06:38:41.2410770Z 1. You must tell us how to compute gradients during the backward pass 2025-09-07T06:38:41.2411030Z by providing us a "backward" function. 2025-09-07T06:38:41.2411290Z 2. If you need any values from the forward to compute gradients, you can 2025-09-07T06:38:41.2411570Z use `setup_context` to save values for backward. 2025-09-07T06:38:41.2411730Z 2025-09-07T06:38:41.2411870Z ``backward`` runs during the backward pass. It accepts ``(ctx, *grads)``: 2025-09-07T06:38:41.2412190Z - ``grads`` is one or more gradients. The number of gradients matches 2025-09-07T06:38:41.2412500Z the number of outputs of the operator. 2025-09-07T06:38:41.2412770Z The ``ctx`` object is `the same ctx object `_ used by 2025-09-07T06:38:41.2413120Z :class:`torch.autograd.Function`. The semantics of ``backward_fn`` are the 2025-09-07T06:38:41.2413430Z same as :meth:`torch.autograd.Function.backward`. 2025-09-07T06:38:41.2413630Z 2025-09-07T06:38:41.2413760Z ``setup_context(ctx, inputs, output)`` runs during the forward pass. 2025-09-07T06:38:41.2414100Z Please save quantities needed for backward onto the ``ctx`` object via 2025-09-07T06:38:41.2414450Z either :meth:`torch.autograd.function.FunctionCtx.save_for_backward` 2025-09-07T06:38:41.2414790Z or assigning them as attributes of ``ctx``. If your custom op has 2025-09-07T06:38:41.2415110Z kwarg-only arguments, we expect the signature of ``setup_context`` 2025-09-07T06:38:41.2415430Z to be ``setup_context(ctx, inputs, keyword_only_inputs, output)``. 2025-09-07T06:38:41.2415620Z 2025-09-07T06:38:41.2415750Z Both ``setup_context_fn`` and ``backward_fn`` must be traceable. That is, 2025-09-07T06:38:41.2416090Z they may not directly access :meth:`torch.Tensor.data_ptr` and they must 2025-09-07T06:38:41.2416440Z not depend on or mutate global state. If you need a non-traceable backward, 2025-09-07T06:38:41.2416800Z you can make it a separate custom_op that you call inside ``backward_fn``. 2025-09-07T06:38:41.2417000Z 2025-09-07T06:38:41.2417140Z If you need different autograd behavior on different devices, then we 2025-09-07T06:38:41.2417480Z recommend creating two different custom operators, one for each device 2025-09-07T06:38:41.2417820Z that needs different behavior, and switching between them at runtime. 2025-09-07T06:38:41.2418020Z 2025-09-07T06:38:41.2418070Z Examples: 2025-09-07T06:38:41.2418240Z >>> import torch 2025-09-07T06:38:41.2418400Z >>> import numpy as np 2025-09-07T06:38:41.2418570Z >>> from torch import Tensor 2025-09-07T06:38:41.2418740Z >>> 2025-09-07T06:38:41.2418940Z >>> @torch.library.custom_op("mylib::numpy_sin", mutates_args=()) 2025-09-07T06:38:41.2419200Z >>> def numpy_sin(x: Tensor) -> Tensor: 2025-09-07T06:38:41.2419400Z >>> x_np = x.cpu().numpy() 2025-09-07T06:38:41.2419580Z >>> y_np = np.sin(x_np) 2025-09-07T06:38:41.2419810Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-09-07T06:38:41.2420020Z >>> 2025-09-07T06:38:41.2420180Z >>> def setup_context(ctx, inputs, output) -> Tensor: 2025-09-07T06:38:41.2420390Z >>> x, = inputs 2025-09-07T06:38:41.2426990Z >>> ctx.save_for_backward(x) 2025-09-07T06:38:41.2427180Z >>> 2025-09-07T06:38:41.2427300Z >>> def backward(ctx, grad): 2025-09-07T06:38:41.2427490Z >>> x, = ctx.saved_tensors 2025-09-07T06:38:41.2427850Z >>> return grad * x.cos() 2025-09-07T06:38:41.2428020Z >>> 2025-09-07T06:38:41.2428170Z >>> torch.library.register_autograd( 2025-09-07T06:38:41.2428420Z ... "mylib::numpy_sin", backward, setup_context=setup_context 2025-09-07T06:38:41.2428650Z ... ) 2025-09-07T06:38:41.2428760Z >>> 2025-09-07T06:38:41.2428900Z >>> x = torch.randn(3, requires_grad=True) 2025-09-07T06:38:41.2429100Z >>> y = numpy_sin(x) 2025-09-07T06:38:41.2429320Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-09-07T06:38:41.2429560Z >>> assert torch.allclose(grad_x, x.cos()) 2025-09-07T06:38:41.2429750Z >>> 2025-09-07T06:38:41.2429890Z >>> # Example with a keyword-only arg 2025-09-07T06:38:41.2430150Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-09-07T06:38:41.2430440Z >>> def numpy_mul(x: Tensor, *, val: float) -> Tensor: 2025-09-07T06:38:41.2430660Z >>> x_np = x.cpu().numpy() 2025-09-07T06:38:41.2430840Z >>> y_np = x_np * val 2025-09-07T06:38:41.2431110Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-09-07T06:38:41.2431310Z >>> 2025-09-07T06:38:41.2431520Z >>> def setup_context(ctx, inputs, keyword_only_inputs, output) -> Tensor: 2025-09-07T06:38:41.2431800Z >>> ctx.val = keyword_only_inputs["val"] 2025-09-07T06:38:41.2431990Z >>> 2025-09-07T06:38:41.2432150Z >>> def backward(ctx, grad): 2025-09-07T06:38:41.2432330Z >>> return grad * ctx.val 2025-09-07T06:38:41.2432500Z >>> 2025-09-07T06:38:41.2432630Z >>> torch.library.register_autograd( 2025-09-07T06:38:41.2432880Z ... "mylib::numpy_mul", backward, setup_context=setup_context 2025-09-07T06:38:41.2433100Z ... ) 2025-09-07T06:38:41.2433220Z >>> 2025-09-07T06:38:41.2433350Z >>> x = torch.randn(3, requires_grad=True) 2025-09-07T06:38:41.2433550Z >>> y = numpy_mul(x, val=3.14) 2025-09-07T06:38:41.2433780Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-09-07T06:38:41.2434070Z >>> assert torch.allclose(grad_x, torch.full_like(x, 3.14)) 2025-09-07T06:38:41.2434250Z 2025-09-07T06:38:41.2434290Z 2025-09-07T06:38:41.2434500Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3043140Z 2025-09-07T06:38:41.3043970Z msg = Cannot scrape callname=get_kernel in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=1482. 2025-09-07T06:38:41.3044590Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:41.3044960Z Returns the computed kernel for a given operator and dispatch key. 2025-09-07T06:38:41.3045160Z 2025-09-07T06:38:41.3045310Z This function retrieves the kernel that would be executed for a given 2025-09-07T06:38:41.3045940Z operator and dispatch key combination. The returned SafeKernelFunction 2025-09-07T06:38:41.3046290Z can be used to call the kernel in a boxed fashion. The intended use 2025-09-07T06:38:41.3046610Z case for this function is to retrieve the original kernel for a given 2025-09-07T06:38:41.3046950Z dispatch key and then register another kernel to the same dispatch key 2025-09-07T06:38:41.3047250Z that calls into the original kernel for certain cases. 2025-09-07T06:38:41.3047420Z 2025-09-07T06:38:41.3047460Z Args: 2025-09-07T06:38:41.3047660Z op: Operator name (along with the overload) or OpOverload object 2025-09-07T06:38:41.3048070Z Can be a string (e.g., "aten::add.Tensor"), an OpOverload, or a CustomOpDef. 2025-09-07T06:38:41.3048440Z dispatch_key (str | torch.DispatchKey): The dispatch key to get the kernel for. 2025-09-07T06:38:41.3048780Z Can be a string (e.g., "CPU", "CUDA") or a DispatchKey enum value. 2025-09-07T06:38:41.3048970Z 2025-09-07T06:38:41.3049020Z Returns: 2025-09-07T06:38:41.3049390Z torch._C._SafeKernelFunction: A safe kernel function that can be used to 2025-09-07T06:38:41.3049660Z call the kernel. 2025-09-07T06:38:41.3049770Z 2025-09-07T06:38:41.3049810Z Raises: 2025-09-07T06:38:41.3049970Z RuntimeError: If the operator does not exist. 2025-09-07T06:38:41.3050130Z 2025-09-07T06:38:41.3050170Z Example: 2025-09-07T06:38:41.3050320Z >>> # Get the CPU kernel for torch.add 2025-09-07T06:38:41.3050580Z >>> kernel = torch.library.get_kernel("aten::add.Tensor", "CPU") 2025-09-07T06:38:41.3050810Z >>> 2025-09-07T06:38:41.3050950Z >>> # You can also use DispatchKey enum 2025-09-07T06:38:41.3051250Z >>> kernel = torch.library.get_kernel("aten::add.Tensor", torch.DispatchKey.CPU) 2025-09-07T06:38:41.3051510Z >>> 2025-09-07T06:38:41.3051650Z >>> # Or use an OpOverload directly 2025-09-07T06:38:41.3051920Z >>> kernel = torch.library.get_kernel(torch.ops.aten.add.Tensor, "CPU") 2025-09-07T06:38:41.3052170Z >>> 2025-09-07T06:38:41.3052370Z >>> # Example: Using get_kernel in a custom op with conditional dispatch 2025-09-07T06:38:41.3052730Z >>> # Get the original kernel for torch.sin 2025-09-07T06:38:41.3053010Z >>> original_sin_kernel = torch.library.get_kernel("aten::sin", "CPU") 2025-09-07T06:38:41.3053260Z >>> 2025-09-07T06:38:41.3053470Z >>> # If input has negative values, use original sin, otherwise return zeros 2025-09-07T06:38:41.3053860Z >>> def conditional_sin_impl(dispatch_keys, x): 2025-09-07T06:38:41.3054070Z >>> if (x < 0).any(): 2025-09-07T06:38:41.3054300Z >>> return original_sin_kernel.call_boxed(dispatch_keys, x) 2025-09-07T06:38:41.3054520Z >>> else: 2025-09-07T06:38:41.3054680Z >>> return torch.zeros_like(x) 2025-09-07T06:38:41.3054860Z >>> 2025-09-07T06:38:41.3055010Z >>> lib = torch.library.Library("aten", "IMPL") 2025-09-07T06:38:41.3055320Z >>> # with_keyset=True so the first argument to the impl is the current DispatchKeySet 2025-09-07T06:38:41.3055660Z >>> which needs to be the first argument to ``kernel.call_boxed`` 2025-09-07T06:38:41.3055970Z >>> lib.impl("sin", conditional_sin_impl, "CPU", with_keyset=True) 2025-09-07T06:38:41.3056230Z >>> 2025-09-07T06:38:41.3056360Z >>> # Test the conditional behavior 2025-09-07T06:38:41.3056570Z >>> x_positive = torch.tensor([1.0, 2.0]) 2025-09-07T06:38:41.3056780Z >>> x_mixed = torch.tensor([-1.0, 2.0]) 2025-09-07T06:38:41.3056980Z >>> torch.sin(x_positive) 2025-09-07T06:38:41.3057150Z tensor([0., 0.]) 2025-09-07T06:38:41.3057300Z >>> torch.sin(x_mixed) 2025-09-07T06:38:41.3057460Z tensor([-0.8415, 0.9093]) 2025-09-07T06:38:41.3057620Z 2025-09-07T06:38:41.3057970Z Original Error: SyntaxError('invalid syntax', ('', 23, 7, 'which needs to be the first argument to ``kernel.call_boxed``\n', 23, 12)) 2025-09-07T06:38:41.3058360Z 2025-09-07T06:38:41.3058480Z which needs to be the first argument to ``kernel.call_boxed`` 2025-09-07T06:38:41.3058700Z ^ 2025-09-07T06:38:41.3059120Z msg = Cannot scrape callname=opcheck in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=1571. 2025-09-07T06:38:41.3059680Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3060040Z Given an operator and some sample arguments, tests if the operator is 2025-09-07T06:38:41.3060300Z registered correctly. 2025-09-07T06:38:41.3060400Z 2025-09-07T06:38:41.3060530Z That is, when you use the torch.library/TORCH_LIBRARY APIs to create a 2025-09-07T06:38:41.3060870Z custom op, you specified metadata (e.g. mutability info) about the custom op 2025-09-07T06:38:41.3061220Z and these APIs require that the functions you pass them satisfy certain 2025-09-07T06:38:41.3061570Z properties (e.g. no data pointer access in the fake/meta/abstract kernel) 2025-09-07T06:38:41.3061900Z ``opcheck`` tests these metadata and properties. 2025-09-07T06:38:41.3062070Z 2025-09-07T06:38:41.3062130Z Concretely, we test the following: 2025-09-07T06:38:41.3062270Z 2025-09-07T06:38:41.3062390Z - test_schema: If the schema matches the implementation of 2025-09-07T06:38:41.3062700Z the operator. For example: if the schema specifies a Tensor is mutated, 2025-09-07T06:38:41.3063030Z then we check the implementation mutates the Tensor. If the schema 2025-09-07T06:38:41.3063340Z specifies that we return a new Tensor, then we check that the 2025-09-07T06:38:41.3063660Z implementation returns a new Tensor (instead of an existing one or 2025-09-07T06:38:41.3063920Z a view of an existing one). 2025-09-07T06:38:41.3064160Z - test_autograd_registration: If the operator supports training 2025-09-07T06:38:41.3064470Z (autograd): we check that its autograd formula is registered via 2025-09-07T06:38:41.3064790Z torch.library.register_autograd or a manual registration to one 2025-09-07T06:38:41.3065140Z or more DispatchKey::Autograd keys. Any other DispatchKey-based 2025-09-07T06:38:41.3065420Z registrations may lead to undefined behavior. 2025-09-07T06:38:41.3065680Z - test_faketensor: If the operator has a FakeTensor kernel 2025-09-07T06:38:41.3065960Z (and if it is correct). The FakeTensor kernel is necessary ( 2025-09-07T06:38:41.3066320Z but not sufficient) for the operator to work with PyTorch compilation 2025-09-07T06:38:41.3066660Z APIs (torch.compile/export/FX). We check that a FakeTensor kernel 2025-09-07T06:38:41.3066980Z (also sometimes known as a meta kernel) was registered for the 2025-09-07T06:38:41.3067280Z operator and that it is correct. This test takes the result of 2025-09-07T06:38:41.3067590Z running the operator on real tensors and the result of running 2025-09-07T06:38:41.3067890Z the operator on FakeTensors and checks that they have the same 2025-09-07T06:38:41.3068170Z Tensor metadata (sizes/strides/dtype/device/etc). 2025-09-07T06:38:41.3068450Z - test_aot_dispatch_dynamic: If the operator has correct behavior 2025-09-07T06:38:41.3068760Z with PyTorch compilation APIs (torch.compile/export/FX). 2025-09-07T06:38:41.3069060Z This checks that the outputs (and gradients, if applicable) are the 2025-09-07T06:38:41.3069350Z same under eager-mode PyTorch and torch.compile. 2025-09-07T06:38:41.3069620Z This test is a superset of ``test_faketensor`` and is an e2e test; 2025-09-07T06:38:41.3069910Z other things it tests are that the operator supports 2025-09-07T06:38:41.3070210Z functionalization and that the backward pass (if it exists) also 2025-09-07T06:38:41.3070480Z supports FakeTensor and functionalization. 2025-09-07T06:38:41.3070630Z 2025-09-07T06:38:41.3070750Z For best results, please call ``opcheck`` multiple times with a 2025-09-07T06:38:41.3071080Z representative set of inputs. If your operator supports 2025-09-07T06:38:41.3071410Z autograd, please use ``opcheck`` with inputs with ``requires_grad = True``; 2025-09-07T06:38:41.3071760Z if your operator supports multiple devices (e.g. CPU and CUDA), please 2025-09-07T06:38:41.3072060Z use ``opcheck`` with inputs on all supported devices. 2025-09-07T06:38:41.3072230Z 2025-09-07T06:38:41.3072270Z Args: 2025-09-07T06:38:41.3072450Z op: The operator. Must either be a function decorated with 2025-09-07T06:38:41.3072760Z :func:`torch.library.custom_op` or an OpOverload/OpOverloadPacket 2025-09-07T06:38:41.3073100Z found in torch.ops.* (e.g. torch.ops.aten.sin, torch.ops.mylib.foo) 2025-09-07T06:38:41.3073370Z args: The args to the operator 2025-09-07T06:38:41.3073560Z kwargs: The kwargs to the operator 2025-09-07T06:38:41.3073810Z test_utils: Tests that we should run. Default: all of them. 2025-09-07T06:38:41.3074080Z Example: ("test_schema", "test_faketensor") 2025-09-07T06:38:41.3074390Z raise_exception: If we should raise an exception on the first 2025-09-07T06:38:41.3074680Z error. If False, we will return a dict with information 2025-09-07T06:38:41.3074920Z on if each test passed or not. 2025-09-07T06:38:41.3075200Z rtol (Optional[float]): Relative tolerance for floating point comparisons. 2025-09-07T06:38:41.3075500Z If specified ``atol`` must also be specified. 2025-09-07T06:38:41.3075770Z If omitted, default values based on the ``dtype`` are selected 2025-09-07T06:38:41.3076070Z (see the table in :func:`torch.testing.assert_close`). 2025-09-07T06:38:41.3076380Z atol (Optional[float]): Absolute tolerance for floating point comparisons. 2025-09-07T06:38:41.3076680Z If specified ``rtol`` must also be specified. 2025-09-07T06:38:41.3076950Z If omitted, default values based on the ``dtype`` are selected 2025-09-07T06:38:41.3077240Z (see the table in :func:`torch.testing.assert_close`). 2025-09-07T06:38:41.3077470Z 2025-09-07T06:38:41.3077520Z .. warning:: 2025-09-07T06:38:41.3077610Z 2025-09-07T06:38:41.3077750Z opcheck and :func:`torch.autograd.gradcheck` test different things; 2025-09-07T06:38:41.3078070Z opcheck tests if your usage of torch.library APIs is correct while 2025-09-07T06:38:41.3078400Z :func:`torch.autograd.gradcheck` tests if your autograd formula is 2025-09-07T06:38:41.3078750Z mathematically correct. Use both to test custom ops that support 2025-09-07T06:38:41.3079020Z gradient computation. 2025-09-07T06:38:41.3079140Z 2025-09-07T06:38:41.3079190Z Example: 2025-09-07T06:38:41.3079270Z 2025-09-07T06:38:41.3079350Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:41.3079630Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-09-07T06:38:41.3079910Z >>> def numpy_mul(x: Tensor, y: float) -> Tensor: 2025-09-07T06:38:41.3080130Z >>> x_np = x.numpy(force=True) 2025-09-07T06:38:41.3080310Z >>> z_np = x_np * y 2025-09-07T06:38:41.3080510Z >>> return torch.from_numpy(z_np).to(x.device) 2025-09-07T06:38:41.3080710Z >>> 2025-09-07T06:38:41.3080840Z >>> @numpy_mul.register_fake 2025-09-07T06:38:41.3081010Z >>> def _(x, y): 2025-09-07T06:38:41.3081170Z >>> return torch.empty_like(x) 2025-09-07T06:38:41.3081350Z >>> 2025-09-07T06:38:41.3081490Z >>> def setup_context(ctx, inputs, output): 2025-09-07T06:38:41.3081680Z >>> y, = inputs 2025-09-07T06:38:41.3081830Z >>> ctx.y = y 2025-09-07T06:38:41.3081980Z >>> 2025-09-07T06:38:41.3082110Z >>> def backward(ctx, grad): 2025-09-07T06:38:41.3082290Z >>> return grad * ctx.y, None 2025-09-07T06:38:41.3082460Z >>> 2025-09-07T06:38:41.3082660Z >>> numpy_mul.register_autograd(backward, setup_context=setup_context) 2025-09-07T06:38:41.3082940Z >>> 2025-09-07T06:38:41.3083070Z >>> sample_inputs = [ 2025-09-07T06:38:41.3083240Z >>> (torch.randn(3), 3.14), 2025-09-07T06:38:41.3083450Z >>> (torch.randn(2, 3, device='cuda'), 2.718), 2025-09-07T06:38:41.3083690Z >>> (torch.randn(1, 10, requires_grad=True), 1.234), 2025-09-07T06:38:41.3083970Z >>> (torch.randn(64, 64, device='cuda', requires_grad=True), 90.18), 2025-09-07T06:38:41.3084190Z >>> ] 2025-09-07T06:38:41.3084310Z >>> 2025-09-07T06:38:41.3084440Z >>> for args in sample_inputs: 2025-09-07T06:38:41.3084650Z >>> torch.library.opcheck(numpy_mul, args) 2025-09-07T06:38:41.3084800Z 2025-09-07T06:38:41.3084840Z 2025-09-07T06:38:41.3085060Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3173560Z 2025-09-07T06:38:41.3174110Z msg = Cannot scrape callname=Tensor.dim_order in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py line=1493. 2025-09-07T06:38:41.3174830Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3175070Z 2025-09-07T06:38:41.3175140Z dim_order(ambiguity_check=False) -> tuple 2025-09-07T06:38:41.3175290Z 2025-09-07T06:38:41.3175430Z Returns the uniquely determined tuple of int describing the dim order or 2025-09-07T06:38:41.3175710Z physical layout of :attr:`self`. 2025-09-07T06:38:41.3175840Z 2025-09-07T06:38:41.3176000Z The dim order represents how dimensions are laid out in memory of dense tensors, 2025-09-07T06:38:41.3176340Z starting from the outermost to the innermost dimension. 2025-09-07T06:38:41.3176520Z 2025-09-07T06:38:41.3176630Z Note that the dim order may not always be uniquely determined. 2025-09-07T06:38:41.3177060Z If `ambiguity_check` is True, this function raises a RuntimeError when the dim order cannot be uniquely determined; 2025-09-07T06:38:41.3177610Z If `ambiguity_check` is a list of memory formats, this function raises a RuntimeError when tensor can not be interpreted 2025-09-07T06:38:41.3178170Z into exactly one of the given memory formats, or it cannot be uniquely determined. 2025-09-07T06:38:41.3178590Z If `ambiguity_check` is False, it will return one of legal dim order(s) without checking its uniqueness. 2025-09-07T06:38:41.3178920Z Otherwise, it will raise TypeError. 2025-09-07T06:38:41.3179050Z 2025-09-07T06:38:41.3179100Z Args: 2025-09-07T06:38:41.3179400Z ambiguity_check (bool or List[torch.memory_format]): The check method for ambiguity of dim order. 2025-09-07T06:38:41.3179660Z 2025-09-07T06:38:41.3179720Z Examples:: 2025-09-07T06:38:41.3179790Z 2025-09-07T06:38:41.3179860Z >>> torch.empty((2, 3, 5, 7)).dim_order() 2025-09-07T06:38:41.3180030Z (0, 1, 2, 3) 2025-09-07T06:38:41.3180210Z >>> torch.empty((2, 3, 5, 7)).transpose(1, 2).dim_order() 2025-09-07T06:38:41.3180410Z (0, 2, 1, 3) 2025-09-07T06:38:41.3180620Z >>> torch.empty((2, 3, 5, 7), memory_format=torch.channels_last).dim_order() 2025-09-07T06:38:41.3180860Z (0, 2, 3, 1) 2025-09-07T06:38:41.3181010Z >>> torch.empty((1, 2, 3, 4)).dim_order() 2025-09-07T06:38:41.3181190Z (0, 1, 2, 3) 2025-09-07T06:38:41.3181310Z >>> try: 2025-09-07T06:38:41.3181480Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check=True) 2025-09-07T06:38:41.3181710Z ... except RuntimeError as e: 2025-09-07T06:38:41.3181880Z ... print(e) 2025-09-07T06:38:41.3182160Z The tensor does not have unique dim order, or cannot map to exact one of the given memory formats. 2025-09-07T06:38:41.3182480Z >>> torch.empty((1, 2, 3, 4)).dim_order( 2025-09-07T06:38:41.3182750Z ... ambiguity_check=[torch.contiguous_format, torch.channels_last] 2025-09-07T06:38:41.3183020Z ... ) # It can be mapped to contiguous format 2025-09-07T06:38:41.3183210Z (0, 1, 2, 3) 2025-09-07T06:38:41.3183340Z >>> try: 2025-09-07T06:38:41.3183560Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check="ILLEGAL") 2025-09-07T06:38:41.3183810Z ... except TypeError as e: 2025-09-07T06:38:41.3183970Z ... print(e) 2025-09-07T06:38:41.3184200Z The ambiguity_check argument must be a bool or a list of memory formats. 2025-09-07T06:38:41.3184410Z 2025-09-07T06:38:41.3184450Z .. warning:: 2025-09-07T06:38:41.3184650Z The dim_order tensor API is experimental and subject to change. 2025-09-07T06:38:41.3184840Z 2025-09-07T06:38:41.3185000Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3185220Z 2025-09-07T06:38:41.3185540Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=565. 2025-09-07T06:38:41.3186080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3186340Z 2025-09-07T06:38:41.3186440Z Load a model from a github repo or a local directory. 2025-09-07T06:38:41.3186600Z 2025-09-07T06:38:41.3186810Z Note: Loading a model is the typical use case, but this can also be used to 2025-09-07T06:38:41.3187150Z for loading other objects such as tokenizers, loss functions, etc. 2025-09-07T06:38:41.3187340Z 2025-09-07T06:38:41.3187450Z If ``source`` is 'github', ``repo_or_dir`` is expected to be 2025-09-07T06:38:41.3187720Z of the form ``repo_owner/repo_name[:ref]`` with an optional 2025-09-07T06:38:41.3187940Z ref (a tag or a branch). 2025-09-07T06:38:41.3188100Z 2025-09-07T06:38:41.3188250Z If ``source`` is 'local', ``repo_or_dir`` is expected to be a 2025-09-07T06:38:41.3188490Z path to a local directory. 2025-09-07T06:38:41.3188640Z 2025-09-07T06:38:41.3188700Z Args: 2025-09-07T06:38:41.3188880Z repo_or_dir (str): If ``source`` is 'github', 2025-09-07T06:38:41.3189210Z this should correspond to a github repo with format ``repo_owner/repo_name[:ref]`` with 2025-09-07T06:38:41.3189690Z an optional ref (tag or branch), for example 'pytorch/vision:0.10'. If ``ref`` is not specified, 2025-09-07T06:38:41.3190130Z the default branch is assumed to be ``main`` if it exists, and otherwise ``master``. 2025-09-07T06:38:41.3190550Z If ``source`` is 'local' then it should be a path to a local directory. 2025-09-07T06:38:41.3190880Z model (str): the name of a callable (entrypoint) defined in the 2025-09-07T06:38:41.3191140Z repo/dir's ``hubconf.py``. 2025-09-07T06:38:41.3191400Z *args (optional): the corresponding args for callable ``model``. 2025-09-07T06:38:41.3191760Z source (str, optional): 'github' or 'local'. Specifies how 2025-09-07T06:38:41.3192060Z ``repo_or_dir`` is to be interpreted. Default is 'github'. 2025-09-07T06:38:41.3192430Z trust_repo (bool, str or None): ``"check"``, ``True``, ``False`` or ``None``. 2025-09-07T06:38:41.3192800Z This parameter was introduced in v1.12 and helps ensuring that users 2025-09-07T06:38:41.3193140Z only run code from repos that they trust. 2025-09-07T06:38:41.3198280Z 2025-09-07T06:38:41.3198410Z - If ``False``, a prompt will ask the user whether the repo should 2025-09-07T06:38:41.3198660Z be trusted. 2025-09-07T06:38:41.3198880Z - If ``True``, the repo will be added to the trusted list and loaded 2025-09-07T06:38:41.3199150Z without requiring explicit confirmation. 2025-09-07T06:38:41.3199410Z - If ``"check"``, the repo will be checked against the list of 2025-09-07T06:38:41.3199710Z trusted repos in the cache. If it is not present in that list, the 2025-09-07T06:38:41.3200030Z behaviour will fall back onto the ``trust_repo=False`` option. 2025-09-07T06:38:41.3200330Z - If ``None``: this will raise a warning, inviting the user to set 2025-09-07T06:38:41.3200630Z ``trust_repo`` to either ``False``, ``True`` or ``"check"``. This 2025-09-07T06:38:41.3200940Z is only present for backward compatibility and will be removed in 2025-09-07T06:38:41.3201170Z v2.0. 2025-09-07T06:38:41.3201250Z 2025-09-07T06:38:41.3201470Z Default is ``None`` and will eventually change to ``"check"`` in v2.0. 2025-09-07T06:38:41.3201800Z force_reload (bool, optional): whether to force a fresh download of 2025-09-07T06:38:41.3202120Z the github repo unconditionally. Does not have any effect if 2025-09-07T06:38:41.3202380Z ``source = 'local'``. Default is ``False``. 2025-09-07T06:38:41.3202660Z verbose (bool, optional): If ``False``, mute messages about hitting 2025-09-07T06:38:41.3202980Z local caches. Note that the message about first download cannot be 2025-09-07T06:38:41.3203280Z muted. Does not have any effect if ``source = 'local'``. 2025-09-07T06:38:41.3203510Z Default is ``True``. 2025-09-07T06:38:41.3203800Z skip_validation (bool, optional): if ``False``, torchhub will check that the branch or commit 2025-09-07T06:38:41.3204220Z specified by the ``github`` argument properly belongs to the repo owner. This will make 2025-09-07T06:38:41.3204670Z requests to the GitHub API; you can specify a non-default GitHub token by setting the 2025-09-07T06:38:41.3205010Z ``GITHUB_TOKEN`` environment variable. Default is ``False``. 2025-09-07T06:38:41.3205320Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-09-07T06:38:41.3205520Z 2025-09-07T06:38:41.3205560Z Returns: 2025-09-07T06:38:41.3205750Z The output of the ``model`` callable when called with the given 2025-09-07T06:38:41.3205980Z ``*args`` and ``**kwargs``. 2025-09-07T06:38:41.3206100Z 2025-09-07T06:38:41.3206150Z Example: 2025-09-07T06:38:41.3206290Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-09-07T06:38:41.3206500Z >>> # from a github repo 2025-09-07T06:38:41.3206660Z >>> repo = "pytorch/vision" 2025-09-07T06:38:41.3206830Z >>> model = torch.hub.load( 2025-09-07T06:38:41.3207050Z ... repo, "resnet50", weights="ResNet50_Weights.IMAGENET1K_V1" 2025-09-07T06:38:41.3207280Z ... ) 2025-09-07T06:38:41.3207400Z >>> # from a local directory 2025-09-07T06:38:41.3207590Z >>> path = "/some/local/path/pytorch/vision" 2025-09-07T06:38:41.3207820Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.3208060Z >>> model = torch.hub.load(path, "resnet50", weights="ResNet50_Weights.DEFAULT") 2025-09-07T06:38:41.3208280Z 2025-09-07T06:38:41.3208430Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3208650Z 2025-09-07T06:38:41.3209250Z msg = Cannot scrape callname=_load_local in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=657. 2025-09-07T06:38:41.3209820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3210040Z 2025-09-07T06:38:41.3210150Z Load a model from a local directory with a ``hubconf.py``. 2025-09-07T06:38:41.3210310Z 2025-09-07T06:38:41.3210360Z Args: 2025-09-07T06:38:41.3210530Z hubconf_dir (str): path to a local directory that contains a 2025-09-07T06:38:41.3210770Z ``hubconf.py``. 2025-09-07T06:38:41.3210970Z model (str): name of an entrypoint defined in the directory's 2025-09-07T06:38:41.3211200Z ``hubconf.py``. 2025-09-07T06:38:41.3211420Z *args (optional): the corresponding args for callable ``model``. 2025-09-07T06:38:41.3211730Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-09-07T06:38:41.3211930Z 2025-09-07T06:38:41.3211970Z Returns: 2025-09-07T06:38:41.3212140Z a single model with corresponding pretrained weights. 2025-09-07T06:38:41.3212310Z 2025-09-07T06:38:41.3212350Z Example: 2025-09-07T06:38:41.3212480Z >>> # xdoctest: +SKIP("stub local path") 2025-09-07T06:38:41.3212700Z >>> path = "/some/local/path/pytorch/vision" 2025-09-07T06:38:41.3212890Z >>> model = _load_local( 2025-09-07T06:38:41.3213040Z ... path, 2025-09-07T06:38:41.3213160Z ... "resnet50", 2025-09-07T06:38:41.3213340Z ... weights="ResNet50_Weights.IMAGENET1K_V1", 2025-09-07T06:38:41.3213570Z ... ) 2025-09-07T06:38:41.3213640Z 2025-09-07T06:38:41.3213800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3214020Z 2025-09-07T06:38:41.3214380Z msg = Cannot scrape callname=download_url_to_file in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=696. 2025-09-07T06:38:41.3214950Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3215260Z Download object at the given URL to a local path. 2025-09-07T06:38:41.3215410Z 2025-09-07T06:38:41.3215460Z Args: 2025-09-07T06:38:41.3215590Z url (str): URL of the object to download 2025-09-07T06:38:41.3215880Z dst (str): Full path where object will be saved, e.g. ``/tmp/temporary_file`` 2025-09-07T06:38:41.3216290Z hash_prefix (str, optional): If not None, the SHA256 downloaded file should start with ``hash_prefix``. 2025-09-07T06:38:41.3216600Z Default: None 2025-09-07T06:38:41.3216890Z progress (bool, optional): whether or not to display a progress bar to stderr 2025-09-07T06:38:41.3217170Z Default: True 2025-09-07T06:38:41.3217270Z 2025-09-07T06:38:41.3217310Z Example: 2025-09-07T06:38:41.3217460Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-09-07T06:38:41.3217670Z >>> # xdoctest: +REQUIRES(POSIX) 2025-09-07T06:38:41.3217870Z >>> torch.hub.download_url_to_file( 2025-09-07T06:38:41.3218150Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth", 2025-09-07T06:38:41.3218410Z ... "/tmp/temporary_file", 2025-09-07T06:38:41.3218570Z ... ) 2025-09-07T06:38:41.3218650Z 2025-09-07T06:38:41.3218690Z 2025-09-07T06:38:41.3218900Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3845650Z 2025-09-07T06:38:41.3846260Z msg = Cannot scrape callname=load_state_dict_from_url in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=821. 2025-09-07T06:38:41.3847080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3847410Z Loads the Torch serialized object at the given URL. 2025-09-07T06:38:41.3847570Z 2025-09-07T06:38:41.3847690Z If downloaded file is a zip file, it will be automatically 2025-09-07T06:38:41.3847920Z decompressed. 2025-09-07T06:38:41.3848010Z 2025-09-07T06:38:41.3848200Z If the object is already present in `model_dir`, it's deserialized and 2025-09-07T06:38:41.3848460Z returned. 2025-09-07T06:38:41.3848680Z The default value of ``model_dir`` is ``/checkpoints`` where 2025-09-07T06:38:41.3849000Z ``hub_dir`` is the directory returned by :func:`~torch.hub.get_dir`. 2025-09-07T06:38:41.3849190Z 2025-09-07T06:38:41.3849240Z Args: 2025-09-07T06:38:41.3849380Z url (str): URL of the object to download 2025-09-07T06:38:41.3849650Z model_dir (str, optional): directory in which to save the object 2025-09-07T06:38:41.3850070Z map_location (optional): a function or a dict specifying how to remap storage locations (see torch.load) 2025-09-07T06:38:41.3850560Z progress (bool, optional): whether or not to display a progress bar to stderr. 2025-09-07T06:38:41.3850840Z Default: True 2025-09-07T06:38:41.3851150Z check_hash(bool, optional): If True, the filename part of the URL should follow the naming convention 2025-09-07T06:38:41.3851550Z ``filename-.ext`` where ```` is the first eight or more 2025-09-07T06:38:41.3851900Z digits of the SHA256 hash of the contents of the file. The hash is used to 2025-09-07T06:38:41.3852220Z ensure unique names and to verify the contents of the file. 2025-09-07T06:38:41.3852460Z Default: False 2025-09-07T06:38:41.3852770Z file_name (str, optional): name for the downloaded file. Filename from ``url`` will be used if not set. 2025-09-07T06:38:41.3853310Z weights_only(bool, optional): If True, only weights will be loaded and no complex pickled objects. 2025-09-07T06:38:41.3853730Z Recommended for untrusted sources. See :func:`~torch.load` for more details. 2025-09-07T06:38:41.3853950Z 2025-09-07T06:38:41.3854000Z Example: 2025-09-07T06:38:41.3854160Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-09-07T06:38:41.3854400Z >>> state_dict = torch.hub.load_state_dict_from_url( 2025-09-07T06:38:41.3854710Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth" 2025-09-07T06:38:41.3854950Z ... ) 2025-09-07T06:38:41.3855030Z 2025-09-07T06:38:41.3855070Z 2025-09-07T06:38:41.3855280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3855500Z 2025-09-07T06:38:41.3855860Z msg = Cannot scrape callname=meshgrid in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py line=397. 2025-09-07T06:38:41.3856500Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3856870Z Creates grids of coordinates specified by the 1D inputs in `attr`:tensors. 2025-09-07T06:38:41.3857090Z 2025-09-07T06:38:41.3857200Z This is helpful when you want to visualize data over some 2025-09-07T06:38:41.3857470Z range of inputs. See below for a plotting example. 2025-09-07T06:38:41.3857630Z 2025-09-07T06:38:41.3857730Z Given :math:`N` 1D tensors :math:`T_0 \ldots T_{N-1}` as 2025-09-07T06:38:41.3858020Z inputs with corresponding sizes :math:`S_0 \ldots S_{N-1}`, 2025-09-07T06:38:41.3858330Z this creates :math:`N` N-dimensional tensors :math:`G_0 \ldots 2025-09-07T06:38:41.3858610Z G_{N-1}`, each with shape :math:`(S_0, ..., S_{N-1})` where 2025-09-07T06:38:41.3858890Z the output :math:`G_i` is constructed by expanding :math:`T_i` 2025-09-07T06:38:41.3859130Z to the result shape. 2025-09-07T06:38:41.3859240Z 2025-09-07T06:38:41.3859310Z .. note:: 2025-09-07T06:38:41.3859530Z 0D inputs are treated equivalently to 1D inputs of a 2025-09-07T06:38:41.3859750Z single element. 2025-09-07T06:38:41.3859860Z 2025-09-07T06:38:41.3859910Z .. warning:: 2025-09-07T06:38:41.3860120Z `torch.meshgrid(*tensors)` currently has the same behavior 2025-09-07T06:38:41.3860430Z as calling `numpy.meshgrid(*arrays, indexing='ij')`. 2025-09-07T06:38:41.3860600Z 2025-09-07T06:38:41.3860700Z In the future `torch.meshgrid` will transition to 2025-09-07T06:38:41.3860920Z `indexing='xy'` as the default. 2025-09-07T06:38:41.3861060Z 2025-09-07T06:38:41.3861170Z https://github.com/pytorch/pytorch/issues/50276 tracks 2025-09-07T06:38:41.3861460Z this issue with the goal of migrating to NumPy's behavior. 2025-09-07T06:38:41.3861640Z 2025-09-07T06:38:41.3861680Z .. seealso:: 2025-09-07T06:38:41.3861780Z 2025-09-07T06:38:41.3861890Z :func:`torch.cartesian_prod` has the same effect but it 2025-09-07T06:38:41.3862160Z collects the data in a tensor of vectors. 2025-09-07T06:38:41.3862300Z 2025-09-07T06:38:41.3862350Z Args: 2025-09-07T06:38:41.3862580Z tensors (list of Tensor): list of scalars or 1 dimensional tensors. Scalars will be 2025-09-07T06:38:41.3862910Z treated as tensors of size :math:`(1,)` automatically 2025-09-07T06:38:41.3863090Z 2025-09-07T06:38:41.3863200Z indexing: (str, optional): the indexing mode, either "xy" 2025-09-07T06:38:41.3863480Z or "ij", defaults to "ij". See warning for future changes. 2025-09-07T06:38:41.3863660Z 2025-09-07T06:38:41.3863760Z If "xy" is selected, the first dimension corresponds 2025-09-07T06:38:41.3864020Z to the cardinality of the second input and the second 2025-09-07T06:38:41.3864320Z dimension corresponds to the cardinality of the first 2025-09-07T06:38:41.3864550Z input. 2025-09-07T06:38:41.3864640Z 2025-09-07T06:38:41.3864740Z If "ij" is selected, the dimensions are in the same 2025-09-07T06:38:41.3864990Z order as the cardinality of the inputs. 2025-09-07T06:38:41.3865140Z 2025-09-07T06:38:41.3865180Z Returns: 2025-09-07T06:38:41.3865370Z seq (sequence of Tensors): If the input has :math:`N` 2025-09-07T06:38:41.3865640Z tensors of size :math:`S_0 \ldots S_{N-1}``, then the 2025-09-07T06:38:41.3865960Z output will also have :math:`N` tensors, where each tensor 2025-09-07T06:38:41.3866220Z is of shape :math:`(S_0, ..., S_{N-1})`. 2025-09-07T06:38:41.3866370Z 2025-09-07T06:38:41.3866420Z Example:: 2025-09-07T06:38:41.3866500Z 2025-09-07T06:38:41.3866590Z >>> x = torch.tensor([1, 2, 3]) 2025-09-07T06:38:41.3866790Z >>> y = torch.tensor([4, 5, 6]) 2025-09-07T06:38:41.3866920Z 2025-09-07T06:38:41.3867090Z Observe the element-wise pairings across the grid, (1, 4), 2025-09-07T06:38:41.3867360Z (1, 5), ..., (3, 6). This is the same thing as the 2025-09-07T06:38:41.3867570Z cartesian product. 2025-09-07T06:38:41.3867780Z >>> grid_x, grid_y = torch.meshgrid(x, y, indexing='ij') 2025-09-07T06:38:41.3868000Z >>> grid_x 2025-09-07T06:38:41.3868140Z tensor([[1, 1, 1], 2025-09-07T06:38:41.3868300Z [2, 2, 2], 2025-09-07T06:38:41.3868450Z [3, 3, 3]]) 2025-09-07T06:38:41.3868600Z >>> grid_y 2025-09-07T06:38:41.3868740Z tensor([[4, 5, 6], 2025-09-07T06:38:41.3868900Z [4, 5, 6], 2025-09-07T06:38:41.3869050Z [4, 5, 6]]) 2025-09-07T06:38:41.3869150Z 2025-09-07T06:38:41.3869260Z This correspondence can be seen when these grids are 2025-09-07T06:38:41.3869480Z stacked properly. 2025-09-07T06:38:41.3869720Z >>> torch.equal(torch.cat(tuple(torch.dstack([grid_x, grid_y]))), 2025-09-07T06:38:41.3870030Z ... torch.cartesian_prod(x, y)) 2025-09-07T06:38:41.3870220Z True 2025-09-07T06:38:41.3870300Z 2025-09-07T06:38:41.3870410Z `torch.meshgrid` is commonly used to produce a grid for 2025-09-07T06:38:41.3870630Z plotting. 2025-09-07T06:38:41.3870810Z >>> # xdoctest: +REQUIRES(module:matplotlib) 2025-09-07T06:38:41.3871070Z >>> # xdoctest: +REQUIRES(env:DOCTEST_SHOW) 2025-09-07T06:38:41.3871300Z >>> import matplotlib.pyplot as plt 2025-09-07T06:38:41.3871560Z >>> xs = torch.linspace(-5, 5, steps=100) 2025-09-07T06:38:41.3871770Z >>> ys = torch.linspace(-5, 5, steps=100) 2025-09-07T06:38:41.3872000Z >>> x, y = torch.meshgrid(xs, ys, indexing='xy') 2025-09-07T06:38:41.3872220Z >>> z = torch.sin(torch.sqrt(x * x + y * y)) 2025-09-07T06:38:41.3872440Z >>> ax = plt.axes(projection='3d') 2025-09-07T06:38:41.3872680Z >>> ax.plot_surface(x.numpy(), y.numpy(), z.numpy()) 2025-09-07T06:38:41.3872880Z >>> plt.show() 2025-09-07T06:38:41.3872990Z 2025-09-07T06:38:41.3873060Z .. image:: ../_static/img/meshgrid.png 2025-09-07T06:38:41.3873240Z :width: 512 2025-09-07T06:38:41.3873340Z 2025-09-07T06:38:41.3873380Z 2025-09-07T06:38:41.3873600Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.3873820Z 2025-09-07T06:38:41.3874180Z msg = Cannot scrape callname=_unique_impl in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py line=793. 2025-09-07T06:38:41.3874760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.3875220Z unique(input, sorted=True, return_inverse=False, return_counts=False, dim=None) -> tuple[Tensor, Tensor, Tensor] 2025-09-07T06:38:41.3875510Z 2025-09-07T06:38:41.3875680Z Returns the unique elements of the input tensor. 2025-09-07T06:38:41.3875840Z 2025-09-07T06:38:41.3876020Z .. note:: This function is different from :func:`torch.unique_consecutive` in the sense that 2025-09-07T06:38:41.3876390Z this function also eliminates non-consecutive duplicate values. 2025-09-07T06:38:41.3876580Z 2025-09-07T06:38:41.3876730Z .. note:: Currently in the CUDA implementation and the CPU implementation, 2025-09-07T06:38:41.3877110Z `torch.unique` always sort the tensor at the beginning regardless of the `sort` argument. 2025-09-07T06:38:41.3877520Z Sorting could be slow, so if your input tensor is already sorted, it is recommended to use 2025-09-07T06:38:41.3877870Z :func:`torch.unique_consecutive` which avoids the sorting. 2025-09-07T06:38:41.3878050Z 2025-09-07T06:38:41.3878100Z Args: 2025-09-07T06:38:41.3878230Z input (Tensor): the input tensor 2025-09-07T06:38:41.3878490Z sorted (bool): Whether to sort the unique elements in ascending order 2025-09-07T06:38:41.3878790Z before returning as output. 2025-09-07T06:38:41.3879060Z return_inverse (bool): Whether to also return the indices for where 2025-09-07T06:38:41.3879390Z elements in the original input ended up in the returned unique list. 2025-09-07T06:38:41.3879720Z return_counts (bool): Whether to also return the counts for each unique 2025-09-07T06:38:41.3879970Z element. 2025-09-07T06:38:41.3880190Z dim (int, optional): the dimension to operate upon. If ``None``, the 2025-09-07T06:38:41.3880510Z unique of the flattened input is returned. Otherwise, each of the 2025-09-07T06:38:41.3880830Z tensors indexed by the given dimension is treated as one of the 2025-09-07T06:38:41.3881180Z elements to apply the unique operation upon. See examples for more 2025-09-07T06:38:41.3881440Z details. Default: ``None`` 2025-09-07T06:38:41.3881560Z 2025-09-07T06:38:41.3881610Z Returns: 2025-09-07T06:38:41.3881860Z (Tensor, Tensor (optional), Tensor (optional)): A tensor or a tuple of tensors containing 2025-09-07T06:38:41.3882130Z 2025-09-07T06:38:41.3882250Z - **output** (*Tensor*): the output list of unique scalar elements. 2025-09-07T06:38:41.3882530Z - **inverse_indices** (*Tensor*): (optional) if 2025-09-07T06:38:41.3882800Z :attr:`return_inverse` is True, there will be an additional 2025-09-07T06:38:41.3883140Z returned tensor (same shape as input) representing the indices 2025-09-07T06:38:41.3883460Z for where elements in the original input map to in the output; 2025-09-07T06:38:41.3883760Z otherwise, this function will only return a single tensor. 2025-09-07T06:38:41.3884010Z - **counts** (*Tensor*): (optional) if 2025-09-07T06:38:41.3884260Z :attr:`return_counts` is True, there will be an additional 2025-09-07T06:38:41.3884560Z returned tensor (same shape as output or output.size(dim), 2025-09-07T06:38:41.3884850Z if dim was specified) representing the number of occurrences 2025-09-07T06:38:41.3885100Z for each unique value or tensor. 2025-09-07T06:38:41.3885240Z 2025-09-07T06:38:41.3885290Z Example:: 2025-09-07T06:38:41.3885370Z 2025-09-07T06:38:41.3885500Z >>> output = torch.unique(torch.tensor([1, 3, 2, 3], dtype=torch.long)) 2025-09-07T06:38:41.3885740Z >>> output 2025-09-07T06:38:41.3885870Z tensor([1, 2, 3]) 2025-09-07T06:38:41.3885970Z 2025-09-07T06:38:41.3886050Z >>> output, inverse_indices = torch.unique( 2025-09-07T06:38:41.3886350Z ... torch.tensor([1, 3, 2, 3], dtype=torch.long), sorted=True, return_inverse=True) 2025-09-07T06:38:41.3886610Z >>> output 2025-09-07T06:38:41.3886740Z tensor([1, 2, 3]) 2025-09-07T06:38:41.3886900Z >>> inverse_indices 2025-09-07T06:38:41.3887060Z tensor([0, 2, 1, 2]) 2025-09-07T06:38:41.3887190Z 2025-09-07T06:38:41.3887270Z >>> output, inverse_indices = torch.unique( 2025-09-07T06:38:41.3887570Z ... torch.tensor([[1, 3], [2, 3]], dtype=torch.long), sorted=True, return_inverse=True) 2025-09-07T06:38:41.3887820Z >>> output 2025-09-07T06:38:41.3887960Z tensor([1, 2, 3]) 2025-09-07T06:38:41.3888110Z >>> inverse_indices 2025-09-07T06:38:41.3888260Z tensor([[0, 2], 2025-09-07T06:38:41.3888400Z [1, 2]]) 2025-09-07T06:38:41.3888490Z 2025-09-07T06:38:41.3888550Z >>> a = torch.tensor([ 2025-09-07T06:38:41.3888700Z ... [ 2025-09-07T06:38:41.3888830Z ... [1, 1, 0, 0], 2025-09-07T06:38:41.3889000Z ... [1, 1, 0, 0], 2025-09-07T06:38:41.3889160Z ... [0, 0, 1, 1], 2025-09-07T06:38:41.3889320Z ... ], 2025-09-07T06:38:41.3889450Z ... [ 2025-09-07T06:38:41.3889570Z ... [0, 0, 1, 1], 2025-09-07T06:38:41.3889820Z ... [0, 0, 1, 1], 2025-09-07T06:38:41.3890030Z ... [1, 1, 1, 1], 2025-09-07T06:38:41.3895640Z ... ], 2025-09-07T06:38:41.3895790Z ... [ 2025-09-07T06:38:41.3895920Z ... [1, 1, 0, 0], 2025-09-07T06:38:41.3896080Z ... [1, 1, 0, 0], 2025-09-07T06:38:41.3896230Z ... [0, 0, 1, 1], 2025-09-07T06:38:41.3896380Z ... ], 2025-09-07T06:38:41.3896500Z ... ]) 2025-09-07T06:38:41.3896570Z 2025-09-07T06:38:41.3896720Z >>> # If we call `torch.unique(a, dim=0)`, each of the tensors `a[idx, :, :]` 2025-09-07T06:38:41.3897060Z >>> # will be compared. We can see that `a[0, :, :]` and `a[2, :, :]` match 2025-09-07T06:38:41.3897330Z >>> # each other, so one of them will be removed. 2025-09-07T06:38:41.3897540Z >>> (a[0, :, :] == a[2, :, :]).all() 2025-09-07T06:38:41.3897710Z tensor(True) 2025-09-07T06:38:41.3897880Z >>> a_unique_dim0 = torch.unique(a, dim=0) 2025-09-07T06:38:41.3898080Z >>> a_unique_dim0 2025-09-07T06:38:41.3898230Z tensor([[[0, 0, 1, 1], 2025-09-07T06:38:41.3898520Z [0, 0, 1, 1], 2025-09-07T06:38:41.3898680Z [1, 1, 1, 1]], 2025-09-07T06:38:41.3898830Z [[1, 1, 0, 0], 2025-09-07T06:38:41.3898980Z [1, 1, 0, 0], 2025-09-07T06:38:41.3899140Z [0, 0, 1, 1]]]) 2025-09-07T06:38:41.3899240Z 2025-09-07T06:38:41.3899400Z >>> # Notice which sub-tensors from `a` match with the sub-tensors from 2025-09-07T06:38:41.3899660Z >>> # `a_unique_dim0`: 2025-09-07T06:38:41.3899850Z >>> (a_unique_dim0[0, :, :] == a[1, :, :]).all() 2025-09-07T06:38:41.3900030Z tensor(True) 2025-09-07T06:38:41.3900190Z >>> (a_unique_dim0[1, :, :] == a[0, :, :]).all() 2025-09-07T06:38:41.3900380Z tensor(True) 2025-09-07T06:38:41.3900470Z 2025-09-07T06:38:41.3900590Z >>> # For `torch.unique(a, dim=1)`, each of the tensors `a[:, idx, :]` are 2025-09-07T06:38:41.3900910Z >>> # compared. `a[:, 0, :]` and `a[:, 1, :]` match each other, so one of 2025-09-07T06:38:41.3901150Z >>> # them will be removed. 2025-09-07T06:38:41.3901340Z >>> (a[:, 0, :] == a[:, 1, :]).all() 2025-09-07T06:38:41.3901510Z tensor(True) 2025-09-07T06:38:41.3901660Z >>> torch.unique(a, dim=1) 2025-09-07T06:38:41.3901830Z tensor([[[0, 0, 1, 1], 2025-09-07T06:38:41.3901980Z [1, 1, 0, 0]], 2025-09-07T06:38:41.3902140Z [[1, 1, 1, 1], 2025-09-07T06:38:41.3902290Z [0, 0, 1, 1]], 2025-09-07T06:38:41.3902440Z [[0, 0, 1, 1], 2025-09-07T06:38:41.3902590Z [1, 1, 0, 0]]]) 2025-09-07T06:38:41.3902700Z 2025-09-07T06:38:41.3902830Z >>> # For `torch.unique(a, dim=2)`, the tensors `a[:, :, idx]` are compared. 2025-09-07T06:38:41.3903140Z >>> # `a[:, :, 0]` and `a[:, :, 1]` match each other. Also, `a[:, :, 2]` and 2025-09-07T06:38:41.3903440Z >>> # `a[:, :, 3]` match each other as well. So in this case, two of the 2025-09-07T06:38:41.3903690Z >>> # sub-tensors will be removed. 2025-09-07T06:38:41.3903890Z >>> (a[:, :, 0] == a[:, :, 1]).all() 2025-09-07T06:38:41.3904060Z tensor(True) 2025-09-07T06:38:41.3904210Z >>> (a[:, :, 2] == a[:, :, 3]).all() 2025-09-07T06:38:41.3904380Z tensor(True) 2025-09-07T06:38:41.3904530Z >>> torch.unique(a, dim=2) 2025-09-07T06:38:41.3904700Z tensor([[[0, 1], 2025-09-07T06:38:41.3904840Z [0, 1], 2025-09-07T06:38:41.3904980Z [1, 0]], 2025-09-07T06:38:41.3905120Z [[1, 0], 2025-09-07T06:38:41.3905260Z [1, 0], 2025-09-07T06:38:41.3905390Z [1, 1]], 2025-09-07T06:38:41.3905530Z [[0, 1], 2025-09-07T06:38:41.3905660Z [0, 1], 2025-09-07T06:38:41.3905800Z [1, 0]]]) 2025-09-07T06:38:41.3905930Z 2025-09-07T06:38:41.3906140Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.4246720Z 2025-09-07T06:38:41.4247310Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py line=1285. 2025-09-07T06:38:41.4247940Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.4248400Z load(f, map_location=None, pickle_module=pickle, *, weights_only=True, mmap=None, **pickle_load_args) 2025-09-07T06:38:41.4248680Z 2025-09-07T06:38:41.4248840Z Loads an object saved with :func:`torch.save` from a file. 2025-09-07T06:38:41.4249030Z 2025-09-07T06:38:41.4249180Z :func:`torch.load` uses Python's unpickling facilities but treats storages, 2025-09-07T06:38:41.4249550Z which underlie tensors, specially. They are first deserialized on the 2025-09-07T06:38:41.4249910Z CPU and are then moved to the device they were saved from. If this fails 2025-09-07T06:38:41.4250270Z (e.g. because the run time system doesn't have certain devices), an exception 2025-09-07T06:38:41.4250920Z is raised. However, storages can be dynamically remapped to an alternative 2025-09-07T06:38:41.4251250Z set of devices using the :attr:`map_location` argument. 2025-09-07T06:38:41.4251410Z 2025-09-07T06:38:41.4251570Z If :attr:`map_location` is a callable, it will be called once for each serialized 2025-09-07T06:38:41.4251970Z storage with two arguments: storage and location. The storage argument 2025-09-07T06:38:41.4252320Z will be the initial deserialization of the storage, residing on the CPU. 2025-09-07T06:38:41.4252670Z Each serialized storage has a location tag associated with it which 2025-09-07T06:38:41.4253000Z identifies the device it was saved from, and this tag is the second 2025-09-07T06:38:41.4253350Z argument passed to :attr:`map_location`. The builtin location tags are ``'cpu'`` 2025-09-07T06:38:41.4253710Z for CPU tensors and ``'cuda:device_id'`` (e.g. ``'cuda:2'``) for CUDA tensors. 2025-09-07T06:38:41.4254040Z :attr:`map_location` should return either ``None`` or a storage. If 2025-09-07T06:38:41.4254390Z :attr:`map_location` returns a storage, it will be used as the final deserialized 2025-09-07T06:38:41.4254760Z object, already moved to the right device. Otherwise, :func:`torch.load` will 2025-09-07T06:38:41.4255130Z fall back to the default behavior, as if :attr:`map_location` wasn't specified. 2025-09-07T06:38:41.4255350Z 2025-09-07T06:38:41.4255500Z If :attr:`map_location` is a :class:`torch.device` object or a string containing 2025-09-07T06:38:41.4255860Z a device tag, it indicates the location where all tensors should be loaded. 2025-09-07T06:38:41.4256070Z 2025-09-07T06:38:41.4256230Z Otherwise, if :attr:`map_location` is a dict, it will be used to remap location tags 2025-09-07T06:38:41.4256580Z appearing in the file (keys), to ones that specify where to put the 2025-09-07T06:38:41.4256830Z storages (values). 2025-09-07T06:38:41.4256990Z 2025-09-07T06:38:41.4257140Z User extensions can register their own location tags and tagging and 2025-09-07T06:38:41.4257500Z deserialization methods using :func:`torch.serialization.register_package`. 2025-09-07T06:38:41.4257730Z 2025-09-07T06:38:41.4257880Z See :ref:`layout-control` for more advanced tools to manipulate a checkpoint. 2025-09-07T06:38:41.4258090Z 2025-09-07T06:38:41.4258140Z Args: 2025-09-07T06:38:41.4258400Z f: a file-like object (has to implement :meth:`read`, :meth:`readline`, :meth:`tell`, and :meth:`seek`), 2025-09-07T06:38:41.4258770Z or a string or os.PathLike object containing a file name 2025-09-07T06:38:41.4259130Z map_location: a function, :class:`torch.device`, string or a dict specifying how to remap storage 2025-09-07T06:38:41.4259440Z locations 2025-09-07T06:38:41.4259680Z pickle_module: module used for unpickling metadata and objects (has to 2025-09-07T06:38:41.4259990Z match the :attr:`pickle_module` used to serialize file) 2025-09-07T06:38:41.4260410Z weights_only: Indicates whether unpickler should be restricted to 2025-09-07T06:38:41.4260710Z loading only tensors, primitive types, dictionaries 2025-09-07T06:38:41.4261020Z and any types added via :func:`torch.serialization.add_safe_globals`. 2025-09-07T06:38:41.4261310Z See :ref:`weights-only` for more details. 2025-09-07T06:38:41.4261660Z mmap: Indicates whether the file should be mapped rather than loading all the storages into memory. 2025-09-07T06:38:41.4262120Z Typically, tensor storages in the file will first be moved from disk to CPU memory, after which they 2025-09-07T06:38:41.4262590Z are moved to the location that they were tagged with when saving, or specified by ``map_location``. This 2025-09-07T06:38:41.4263070Z second step is a no-op if the final location is CPU. When the ``mmap`` flag is set, instead of copying the 2025-09-07T06:38:41.4263530Z tensor storages from disk to CPU memory in the first step, ``f`` is mapped, which means tensor storages 2025-09-07T06:38:41.4263930Z will be lazily loaded when their data is accessed. 2025-09-07T06:38:41.4264240Z pickle_load_args: (Python 3 only) optional keyword arguments passed over to 2025-09-07T06:38:41.4264590Z :func:`pickle_module.load` and :func:`pickle_module.Unpickler`, e.g., 2025-09-07T06:38:41.4264860Z :attr:`errors=...`. 2025-09-07T06:38:41.4264990Z 2025-09-07T06:38:41.4265920Z .. warning:: 2025-09-07T06:38:41.4266150Z :func:`torch.load()` unless `weights_only` parameter is set to `True`, 2025-09-07T06:38:41.4266480Z uses ``pickle`` module implicitly, which is known to be insecure. 2025-09-07T06:38:41.4266850Z It is possible to construct malicious pickle data which will execute arbitrary code 2025-09-07T06:38:41.4267240Z during unpickling. Never load data that could have come from an untrusted 2025-09-07T06:38:41.4267650Z source in an unsafe mode, or that could have been tampered with. **Only load data you trust**. 2025-09-07T06:38:41.4267910Z 2025-09-07T06:38:41.4267960Z .. note:: 2025-09-07T06:38:41.4268210Z When you call :func:`torch.load()` on a file which contains GPU tensors, those tensors 2025-09-07T06:38:41.4268610Z will be loaded to GPU by default. You can call ``torch.load(.., map_location='cpu')`` 2025-09-07T06:38:41.4269010Z and then :meth:`load_state_dict` to avoid GPU RAM surge when loading a model checkpoint. 2025-09-07T06:38:41.4269250Z 2025-09-07T06:38:41.4269290Z .. note:: 2025-09-07T06:38:41.4269530Z By default, we decode byte strings as ``utf-8``. This is to avoid a common error 2025-09-07T06:38:41.4269890Z case ``UnicodeDecodeError: 'ascii' codec can't decode byte 0x...`` 2025-09-07T06:38:41.4270220Z when loading files saved by Python 2 in Python 3. If this default 2025-09-07T06:38:41.4270690Z is incorrect, you may use an extra :attr:`encoding` keyword argument to specify how 2025-09-07T06:38:41.4271080Z these objects should be loaded, e.g., :attr:`encoding='latin1'` decodes them 2025-09-07T06:38:41.4271460Z to strings using ``latin1`` encoding, and :attr:`encoding='bytes'` keeps them 2025-09-07T06:38:41.4271830Z as byte arrays which can be decoded later with ``byte_array.decode(...)``. 2025-09-07T06:38:41.4272040Z 2025-09-07T06:38:41.4272090Z Example: 2025-09-07T06:38:41.4272260Z >>> # xdoctest: +SKIP("undefined filepaths") 2025-09-07T06:38:41.4272500Z >>> torch.load("tensors.pt", weights_only=True) 2025-09-07T06:38:41.4272720Z # Load all tensors onto the CPU 2025-09-07T06:38:41.4272900Z >>> torch.load( 2025-09-07T06:38:41.4273050Z ... "tensors.pt", 2025-09-07T06:38:41.4273240Z ... map_location=torch.device("cpu"), 2025-09-07T06:38:41.4273450Z ... weights_only=True, 2025-09-07T06:38:41.4273610Z ... ) 2025-09-07T06:38:41.4273810Z # Load all tensors onto the CPU, using a function 2025-09-07T06:38:41.4274020Z >>> torch.load( 2025-09-07T06:38:41.4274160Z ... "tensors.pt", 2025-09-07T06:38:41.4274360Z ... map_location=lambda storage, loc: storage, 2025-09-07T06:38:41.4274560Z ... weights_only=True, 2025-09-07T06:38:41.4274720Z ... ) 2025-09-07T06:38:41.4274850Z # Load all tensors onto GPU 1 2025-09-07T06:38:41.4275030Z >>> torch.load( 2025-09-07T06:38:41.4275180Z ... "tensors.pt", 2025-09-07T06:38:41.4275390Z ... map_location=lambda storage, loc: storage.cuda(1), 2025-09-07T06:38:41.4275610Z ... weights_only=True, 2025-09-07T06:38:41.4275790Z ... ) # type: ignore[attr-defined] 2025-09-07T06:38:41.4275990Z # Map tensors from GPU 1 to GPU 0 2025-09-07T06:38:41.4276170Z >>> torch.load( 2025-09-07T06:38:41.4276320Z ... "tensors.pt", 2025-09-07T06:38:41.4276490Z ... map_location={"cuda:1": "cuda:0"}, 2025-09-07T06:38:41.4276700Z ... weights_only=True, 2025-09-07T06:38:41.4276890Z ... ) 2025-09-07T06:38:41.4277030Z # Load tensor from io.BytesIO object 2025-09-07T06:38:41.4277320Z # Loading from a buffer setting weights_only=False, warning this can be unsafe 2025-09-07T06:38:41.4277610Z >>> with open("tensor.pt", "rb") as f: 2025-09-07T06:38:41.4277820Z ... buffer = io.BytesIO(f.read()) 2025-09-07T06:38:41.4278050Z >>> torch.load(buffer, weights_only=False) 2025-09-07T06:38:41.4278300Z # Load a module with 'ascii' encoding for unpickling 2025-09-07T06:38:41.4278600Z # Loading from a module setting weights_only=False, warning this can be unsafe 2025-09-07T06:38:41.4278940Z >>> torch.load("module.pt", encoding="ascii", weights_only=False) 2025-09-07T06:38:41.4279170Z 2025-09-07T06:38:41.4279380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.4279610Z 2025-09-07T06:38:41.4279980Z msg = Cannot scrape callname=Future.then in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py line=101. 2025-09-07T06:38:41.4280580Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.4280810Z 2025-09-07T06:38:41.4280940Z Append the given callback function to this ``Future``, which will be run 2025-09-07T06:38:41.4281280Z when the ``Future`` is completed. Multiple callbacks can be added to 2025-09-07T06:38:41.4281590Z the same ``Future``, but the order in which they will be executed cannot 2025-09-07T06:38:41.4281900Z be guaranteed (to enforce a certain order consider chaining: 2025-09-07T06:38:41.4282200Z ``fut.then(cb1).then(cb2)``). The callback must take one argument, which 2025-09-07T06:38:41.4282520Z is the reference to this ``Future``. The callback function can use the 2025-09-07T06:38:41.4282870Z :meth:`value` method to get the value. Note that if this ``Future`` is 2025-09-07T06:38:41.4283200Z already completed, the given callback will be run immediately inline. 2025-09-07T06:38:41.4283410Z 2025-09-07T06:38:41.4283520Z If the ``Future``'s value contains tensors that reside on GPUs, the 2025-09-07T06:38:41.4283840Z callback might be invoked while the async kernels that are populating 2025-09-07T06:38:41.4284180Z those tensors haven't yet finished executing on the device. However, the 2025-09-07T06:38:41.4284520Z callback will be invoked with some dedicated streams set as current 2025-09-07T06:38:41.4284850Z (fetched from a global pool) which will be synchronized with those 2025-09-07T06:38:41.4285170Z kernels. Hence any operation performed by the callback on these tensors 2025-09-07T06:38:41.4285510Z will be scheduled on the device after the kernels complete. In other 2025-09-07T06:38:41.4285830Z words, as long as the callback doesn't switch streams, it can safely 2025-09-07T06:38:41.4286150Z manipulate the result without any additional synchronization. This is 2025-09-07T06:38:41.4286490Z similar to the non-blocking behavior of :meth:`wait`. 2025-09-07T06:38:41.4286660Z 2025-09-07T06:38:41.4286790Z Similarly, if the callback returns a value that contains tensors that 2025-09-07T06:38:41.4287110Z reside on a GPU, it can do so even if the kernels that are producing 2025-09-07T06:38:41.4287420Z these tensors are still running on the device, as long as the callback 2025-09-07T06:38:41.4287750Z didn't change streams during its execution. If one wants to change 2025-09-07T06:38:41.4288060Z streams, one must be careful to re-synchronize them with the original 2025-09-07T06:38:41.4288390Z streams, that is, those that were current when the callback was invoked. 2025-09-07T06:38:41.4288590Z 2025-09-07T06:38:41.4288630Z Args: 2025-09-07T06:38:41.4288810Z callback(``Callable``): a ``Callable`` that takes this ``Future`` as 2025-09-07T06:38:41.4289070Z the only argument. 2025-09-07T06:38:41.4289200Z 2025-09-07T06:38:41.4289250Z Returns: 2025-09-07T06:38:41.4289420Z A new ``Future`` object that holds the return value of the 2025-09-07T06:38:41.4289770Z ``callback`` and will be marked as completed when the given 2025-09-07T06:38:41.4289990Z ``callback`` finishes. 2025-09-07T06:38:41.4290090Z 2025-09-07T06:38:41.4290200Z .. note:: Note that if the callback function throws, either 2025-09-07T06:38:41.4290500Z through the original future being completed with an exception and 2025-09-07T06:38:41.4290840Z calling ``fut.wait()``, or through other code in the callback, the 2025-09-07T06:38:41.4291150Z future returned by ``then`` will be marked appropriately with the 2025-09-07T06:38:41.4291460Z encountered error. However, if this callback later completes 2025-09-07T06:38:41.4291770Z additional futures, those futures are not marked as completed with 2025-09-07T06:38:41.4292100Z an error and the user is responsible for handling completion/waiting 2025-09-07T06:38:41.4292360Z on those futures independently. 2025-09-07T06:38:41.4292490Z 2025-09-07T06:38:41.4292540Z Example:: 2025-09-07T06:38:41.4292610Z 2025-09-07T06:38:41.4292700Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-09-07T06:38:41.4292910Z >>> def callback(fut): 2025-09-07T06:38:41.4293100Z ... print(f"RPC return value is {fut.wait()}.") 2025-09-07T06:38:41.4293310Z >>> fut = torch.futures.Future() 2025-09-07T06:38:41.4293550Z >>> # The inserted callback will print the return value when 2025-09-07T06:38:41.4293790Z >>> # receiving the response from "worker1" 2025-09-07T06:38:41.4293990Z >>> cb_fut = fut.then(callback) 2025-09-07T06:38:41.4294170Z >>> chain_cb_fut = cb_fut.then( 2025-09-07T06:38:41.4294380Z ... lambda x : print(f"Chained cb done. {x.wait()}") 2025-09-07T06:38:41.4294580Z ... ) 2025-09-07T06:38:41.4294700Z >>> fut.set_result(5) 2025-09-07T06:38:41.4294850Z RPC return value is 5. 2025-09-07T06:38:41.4295010Z Chained cb done. None 2025-09-07T06:38:41.4295160Z 2025-09-07T06:38:41.4295320Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.5580390Z 2025-09-07T06:38:41.5581080Z msg = Cannot scrape callname=Future.set_result in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py line=211. 2025-09-07T06:38:41.5581740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.5581980Z 2025-09-07T06:38:41.5582140Z Set the result for this ``Future``, which will mark this ``Future`` as 2025-09-07T06:38:41.5582480Z completed and trigger all attached callbacks. Note that a ``Future`` 2025-09-07T06:38:41.5582750Z cannot be marked completed twice. 2025-09-07T06:38:41.5582880Z 2025-09-07T06:38:41.5583020Z If the result contains tensors that reside on GPUs, this method can be 2025-09-07T06:38:41.5583350Z called even if the asynchronous kernels that are populating those 2025-09-07T06:38:41.5583680Z tensors haven't yet completed running on the device, provided that the 2025-09-07T06:38:41.5584330Z streams on which those kernels were enqueued are set as the current ones 2025-09-07T06:38:41.5584650Z when this method is called. Put simply, it's safe to call this method 2025-09-07T06:38:41.5584980Z immediately after launching those kernels, without any additional 2025-09-07T06:38:41.5585310Z synchronization, as long as one doesn't change streams in between. This 2025-09-07T06:38:41.5585660Z method will record events on all the relevant current streams and will 2025-09-07T06:38:41.5585980Z use them to ensure proper scheduling for all the consumers of this 2025-09-07T06:38:41.5586210Z ``Future``. 2025-09-07T06:38:41.5586280Z 2025-09-07T06:38:41.5586330Z Args: 2025-09-07T06:38:41.5586530Z result (object): the result object of this ``Future``. 2025-09-07T06:38:41.5586690Z 2025-09-07T06:38:41.5586750Z Example:: 2025-09-07T06:38:41.5586830Z 2025-09-07T06:38:41.5586920Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-09-07T06:38:41.5587120Z >>> import threading 2025-09-07T06:38:41.5587410Z >>> import time 2025-09-07T06:38:41.5587560Z >>> def slow_set_future(fut, value): 2025-09-07T06:38:41.5587740Z ... time.sleep(0.5) 2025-09-07T06:38:41.5587900Z ... fut.set_result(value) 2025-09-07T06:38:41.5588080Z >>> fut = torch.futures.Future() 2025-09-07T06:38:41.5588270Z >>> t = threading.Thread( 2025-09-07T06:38:41.5588430Z ... target=slow_set_future, 2025-09-07T06:38:41.5588700Z ... args=(fut, torch.ones(2) * 3) 2025-09-07T06:38:41.5588880Z ... ) 2025-09-07T06:38:41.5588990Z >>> t.start() 2025-09-07T06:38:41.5589120Z >>> print(fut.wait()) 2025-09-07T06:38:41.5589260Z tensor([3., 3.]) 2025-09-07T06:38:41.5589400Z >>> t.join() 2025-09-07T06:38:41.5589480Z 2025-09-07T06:38:41.5589640Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.5589860Z 2025-09-07T06:38:41.5590240Z msg = Cannot scrape callname=compile_shader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/mps/__init__.py line=145. 2025-09-07T06:38:41.5590840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.5591200Z Compiles compute shader from source and allows one to invoke kernels 2025-09-07T06:38:41.5591490Z defined there from the comfort of Python runtime 2025-09-07T06:38:41.5591690Z Example:: 2025-09-07T06:38:41.5591780Z 2025-09-07T06:38:41.5591900Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_MPS) 2025-09-07T06:38:41.5592130Z >>> lib = torch.mps.compile_shader( 2025-09-07T06:38:41.5598430Z ... "kernel void full(device float* out, constant float& val, uint idx [[thread_position_in_grid]]) { out[idx] = val; }" 2025-09-07T06:38:41.5598790Z ... ) 2025-09-07T06:38:41.5598940Z >>> x = torch.zeros(16, device="mps") 2025-09-07T06:38:41.5599130Z >>> lib.full(x, 3.14) 2025-09-07T06:38:41.5599280Z 2025-09-07T06:38:41.5599590Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.5599820Z 2025-09-07T06:38:41.5600260Z msg = Cannot scrape callname=compute_required_storage_length in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_prims_common/__init__.py line=1877. 2025-09-07T06:38:41.5600970Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.5601320Z Computes the minimum storage size to hold the given tensor geometry. 2025-09-07T06:38:41.5601530Z 2025-09-07T06:38:41.5601570Z Example 2025-09-07T06:38:41.5601680Z ======= 2025-09-07T06:38:41.5601750Z 2025-09-07T06:38:41.5601890Z This is the size of a newly allocated tensor's storage, in units of elements 2025-09-07T06:38:41.5602100Z 2025-09-07T06:38:41.5602160Z >>> t = torch.empty((10, 20)) 2025-09-07T06:38:41.5602430Z >>> compute_required_storage_length(t.shape, t.stride(), t.storage_offset()) 2025-09-07T06:38:41.5602750Z 200 2025-09-07T06:38:41.5602810Z 2025-09-07T06:38:41.5602880Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:41.5603080Z >>> t2 = torch.empty_strided((1, 2, 3), (5, 7, 11)) 2025-09-07T06:38:41.5603300Z >>> size = compute_required_storage_length( 2025-09-07T06:38:41.5603530Z ... t2.shape, t2.stride(), t2.storage_offset() 2025-09-07T06:38:41.5603710Z ... ) 2025-09-07T06:38:41.5603840Z >>> size == t.storage().size() 2025-09-07T06:38:41.5604000Z True 2025-09-07T06:38:41.5604060Z 2025-09-07T06:38:41.5604180Z A valid tensor may have a larger storage size, but never smaller 2025-09-07T06:38:41.5604370Z 2025-09-07T06:38:41.5604430Z >>> slice = torch.empty(100)[20:40] 2025-09-07T06:38:41.5604620Z >>> slice.storage().size() 2025-09-07T06:38:41.5604780Z 100 2025-09-07T06:38:41.5604840Z 2025-09-07T06:38:41.5604910Z >>> compute_required_storage_length( 2025-09-07T06:38:41.5605140Z ... slice.shape, slice.stride(), slice.storage_offset() 2025-09-07T06:38:41.5605360Z ... ) 2025-09-07T06:38:41.5605510Z 40 2025-09-07T06:38:41.5605580Z 2025-09-07T06:38:41.5605620Z 2025-09-07T06:38:41.5605830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.5606050Z 2025-09-07T06:38:41.5606410Z msg = Cannot scrape callname=cudart in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/cuda/__init__.py line=434. 2025-09-07T06:38:41.5606990Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:41.5607280Z Retrieves the CUDA runtime API module. 2025-09-07T06:38:41.5607410Z 2025-09-07T06:38:41.5607410Z 2025-09-07T06:38:41.5607570Z This function initializes the CUDA runtime environment if it is not already 2025-09-07T06:38:41.5607930Z initialized and returns the CUDA runtime API module (_cudart). The CUDA 2025-09-07T06:38:41.5608270Z runtime API module provides access to various CUDA runtime functions. 2025-09-07T06:38:41.5608470Z 2025-09-07T06:38:41.5608520Z Args: 2025-09-07T06:38:41.5608630Z ``None`` 2025-09-07T06:38:41.5608710Z 2025-09-07T06:38:41.5608760Z Returns: 2025-09-07T06:38:41.5608920Z module: The CUDA runtime API module (_cudart). 2025-09-07T06:38:41.5609080Z 2025-09-07T06:38:41.5609120Z Raises: 2025-09-07T06:38:41.5609330Z RuntimeError: If CUDA cannot be re-initialized in a forked subprocess. 2025-09-07T06:38:41.5609750Z AssertionError: If PyTorch is not compiled with CUDA support or if libcudart functions are unavailable. 2025-09-07T06:38:41.5610040Z 2025-09-07T06:38:41.5610110Z Example of CUDA operations with profiling: 2025-09-07T06:38:41.5610310Z >>> import torch 2025-09-07T06:38:41.5610490Z >>> from torch.cuda import cudart, check_error 2025-09-07T06:38:41.5610690Z >>> import os 2025-09-07T06:38:41.5610820Z >>> 2025-09-07T06:38:41.5610960Z >>> os.environ["CUDA_PROFILE"] = "1" 2025-09-07T06:38:41.5611180Z >>> 2025-09-07T06:38:41.5611340Z >>> def perform_cuda_operations_with_streams(): 2025-09-07T06:38:41.5611560Z >>> stream = torch.cuda.Stream() 2025-09-07T06:38:41.5611770Z >>> with torch.cuda.stream(stream): 2025-09-07T06:38:41.5611990Z >>> x = torch.randn(100, 100, device='cuda') 2025-09-07T06:38:41.5612220Z >>> y = torch.randn(100, 100, device='cuda') 2025-09-07T06:38:41.5612420Z >>> z = torch.mul(x, y) 2025-09-07T06:38:41.5612590Z >>> return z 2025-09-07T06:38:41.5612720Z >>> 2025-09-07T06:38:41.5612850Z >>> torch.cuda.synchronize() 2025-09-07T06:38:41.5613060Z >>> print("====== Start nsys profiling ======") 2025-09-07T06:38:41.5613290Z >>> check_error(cudart().cudaProfilerStart()) 2025-09-07T06:38:41.5613530Z >>> with torch.autograd.profiler.emit_nvtx(): 2025-09-07T06:38:41.5613770Z >>> result = perform_cuda_operations_with_streams() 2025-09-07T06:38:41.5614060Z >>> print("CUDA operations completed.") 2025-09-07T06:38:41.5614300Z >>> check_error(torch.cuda.cudart().cudaProfilerStop()) 2025-09-07T06:38:41.5614550Z >>> print("====== End nsys profiling ======") 2025-09-07T06:38:41.5614690Z 2025-09-07T06:38:41.5614820Z To run this example and save the profiling information, execute: 2025-09-07T06:38:41.5615240Z >>> $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-09-07T06:38:41.5615520Z 2025-09-07T06:38:41.5615670Z This command profiles the CUDA operations in the provided script and saves 2025-09-07T06:38:41.5616010Z the profiling information to a file named `trace_name.prof`. 2025-09-07T06:38:41.5616350Z The `--profile-from-start off` option ensures that profiling starts only 2025-09-07T06:38:41.5616640Z after the `cudaProfilerStart` call in the script. 2025-09-07T06:38:41.5616930Z The `--csv` and `--print-summary` options format the profiling output as a 2025-09-07T06:38:41.5617220Z CSV file and print a summary, respectively. 2025-09-07T06:38:41.5617550Z The `-o` option specifies the output file name, and the `-f` option forces the 2025-09-07T06:38:41.5617870Z overwrite of the output file if it already exists. 2025-09-07T06:38:41.5618070Z 2025-09-07T06:38:41.5618540Z Original Error: SyntaxError('invalid syntax', ('', 1, 1, '$ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py\n', 1, 2)) 2025-09-07T06:38:41.5618980Z 2025-09-07T06:38:41.5619200Z $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-09-07T06:38:41.5619510Z ^ 2025-09-07T06:38:41.5619950Z msg = Cannot scrape callname=is_available in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py line=66. 2025-09-07T06:38:41.5620550Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:41.5620920Z Check if the current accelerator is available at runtime: it was build, all the 2025-09-07T06:38:41.5621270Z required drivers are available and at least one device is visible. 2025-09-07T06:38:41.5621560Z See :ref:`accelerator` for details. 2025-09-07T06:38:41.5621710Z 2025-09-07T06:38:41.5621760Z Returns: 2025-09-07T06:38:41.5622000Z bool: A boolean indicating if there is an available :ref:`accelerator`. 2025-09-07T06:38:41.5622240Z 2025-09-07T06:38:41.5622390Z .. note:: This API delegates to the device-specific version of `is_available`. 2025-09-07T06:38:41.5622770Z On CUDA, when the environment variable ``PYTORCH_NVML_BASED_CUDA_CHECK=1`` is set, 2025-09-07T06:38:41.5623150Z this function will NOT poison fork. Otherwise, it will. For more details, see 2025-09-07T06:38:41.5623450Z :ref:`multiprocessing-poison-fork-note`. 2025-09-07T06:38:41.5623610Z 2025-09-07T06:38:41.5623700Z Example:: 2025-09-07T06:38:41.5623780Z 2025-09-07T06:38:41.5623950Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:41.5624230Z 2025-09-07T06:38:41.5624610Z Original Error: SyntaxError('invalid syntax', ('', 1, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 1, 78)) 2025-09-07T06:38:41.5625000Z 2025-09-07T06:38:41.5625160Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:41.5625440Z ^ 2025-09-07T06:38:41.5625950Z msg = Cannot scrape callname=synchronize in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py line=212. 2025-09-07T06:38:41.5626540Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:41.5626880Z Wait for all kernels in all streams on the given device to complete. 2025-09-07T06:38:41.5627110Z 2025-09-07T06:38:41.5627160Z Args: 2025-09-07T06:38:41.5627420Z device (:class:`torch.device`, str, int, optional): device for which to synchronize. It must match 2025-09-07T06:38:41.5627820Z the current :ref:`accelerator` device type. If not given, 2025-09-07T06:38:41.5628150Z use :func:`torch.accelerator.current_device_index` by default. 2025-09-07T06:38:41.5628340Z 2025-09-07T06:38:41.5628540Z .. note:: This function is a no-op if the current :ref:`accelerator` is not initialized. 2025-09-07T06:38:41.5628800Z 2025-09-07T06:38:41.5628850Z Example:: 2025-09-07T06:38:41.5628930Z 2025-09-07T06:38:41.5629020Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:41.5629330Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:41.5629650Z >>> start_event = torch.Event(enable_timing=True) 2025-09-07T06:38:41.5629880Z >>> end_event = torch.Event(enable_timing=True) 2025-09-07T06:38:41.5630090Z >>> start_event.record() 2025-09-07T06:38:41.5630570Z >>> tensor = torch.randn(100, device=torch.accelerator.current_accelerator()) 2025-09-07T06:38:41.5630850Z >>> sum = torch.sum(tensor) 2025-09-07T06:38:41.5631020Z >>> end_event.record() 2025-09-07T06:38:41.5631200Z >>> torch.accelerator.synchronize() 2025-09-07T06:38:41.5631480Z >>> elapsed_time_ms = start_event.elapsed_time(end_event) 2025-09-07T06:38:41.5631710Z 2025-09-07T06:38:41.5632090Z Original Error: SyntaxError('invalid syntax', ('', 2, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 2, 78)) 2025-09-07T06:38:41.5632480Z 2025-09-07T06:38:41.5632640Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:41.6672080Z ^ 2025-09-07T06:38:41.6672690Z msg = Cannot scrape callname=sum in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/sparse/__init__.py line=202. 2025-09-07T06:38:41.6673280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6673620Z Return the sum of each row of the given sparse tensor. 2025-09-07T06:38:41.6673790Z 2025-09-07T06:38:41.6673940Z Returns the sum of each row of the sparse tensor :attr:`input` in the given 2025-09-07T06:38:41.6674290Z dimensions :attr:`dim`. If :attr:`dim` is a list of dimensions, 2025-09-07T06:38:41.6674620Z reduce over all of them. When sum over all ``sparse_dim``, this method 2025-09-07T06:38:41.6674920Z returns a dense tensor instead of a sparse tensor. 2025-09-07T06:38:41.6675090Z 2025-09-07T06:38:41.6675250Z All summed :attr:`dim` are squeezed (see :func:`torch.squeeze`), resulting an output 2025-09-07T06:38:41.6675600Z tensor having :attr:`dim` fewer dimensions than :attr:`input`. 2025-09-07T06:38:41.6675790Z 2025-09-07T06:38:41.6676190Z During backward, only gradients at ``nnz`` locations of :attr:`input` 2025-09-07T06:38:41.6676550Z will propagate back. Note that the gradients of :attr:`input` is coalesced. 2025-09-07T06:38:41.6676760Z 2025-09-07T06:38:41.6676810Z Args: 2025-09-07T06:38:41.6676960Z input (Tensor): the input sparse tensor 2025-09-07T06:38:41.6677270Z dim (int or tuple of ints): a dimension or a list of dimensions to reduce. Default: reduce 2025-09-07T06:38:41.6677560Z over all dims. 2025-09-07T06:38:41.6677810Z dtype (:class:`torch.dtype`, optional): the desired data type of returned Tensor. 2025-09-07T06:38:41.6678110Z Default: dtype of :attr:`input`. 2025-09-07T06:38:41.6678250Z 2025-09-07T06:38:41.6678300Z Example:: 2025-09-07T06:38:41.6678380Z 2025-09-07T06:38:41.6678430Z >>> nnz = 3 2025-09-07T06:38:41.6678570Z >>> dims = [5, 5, 2, 3] 2025-09-07T06:38:41.6678770Z >>> I = torch.cat([torch.randint(0, dims[0], size=(nnz,)), 2025-09-07T06:38:41.6679150Z torch.randint(0, dims[1], size=(nnz,))], 0).reshape(2, nnz) 2025-09-07T06:38:41.6679410Z >>> V = torch.randn(nnz, dims[2], dims[3]) 2025-09-07T06:38:41.6679610Z >>> size = torch.Size(dims) 2025-09-07T06:38:41.6679830Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:41.6680060Z >>> S = torch.sparse_coo_tensor(I, V, size) 2025-09-07T06:38:41.6680240Z >>> S 2025-09-07T06:38:41.6680380Z tensor(indices=tensor([[2, 0, 3], 2025-09-07T06:38:41.6680570Z [2, 4, 1]]), 2025-09-07T06:38:41.6680790Z values=tensor([[[-0.6438, -1.6467, 1.4004], 2025-09-07T06:38:41.6681020Z [ 0.3411, 0.0918, -0.2312]], 2025-09-07T06:38:41.6681160Z 2025-09-07T06:38:41.6681230Z [[ 0.5348, 0.0634, -2.0494], 2025-09-07T06:38:41.6681440Z [-0.7125, -1.0646, 2.1844]], 2025-09-07T06:38:41.6681570Z 2025-09-07T06:38:41.6681650Z [[ 0.1276, 0.1874, -0.6334], 2025-09-07T06:38:41.6681940Z [-1.9682, -0.5340, 0.7483]]]), 2025-09-07T06:38:41.6682170Z size=(5, 5, 2, 3), nnz=3, layout=torch.sparse_coo) 2025-09-07T06:38:41.6682320Z 2025-09-07T06:38:41.6682450Z # when sum over only part of sparse_dims, return a sparse tensor 2025-09-07T06:38:41.6682700Z >>> torch.sparse.sum(S, [1, 3]) 2025-09-07T06:38:41.6682940Z tensor(indices=tensor([[0, 2, 3]]), 2025-09-07T06:38:41.6683150Z values=tensor([[-1.4512, 0.4073], 2025-09-07T06:38:41.6683350Z [-0.8901, 0.2017], 2025-09-07T06:38:41.6683550Z [-0.3183, -1.7539]]), 2025-09-07T06:38:41.6683770Z size=(5, 2), nnz=3, layout=torch.sparse_coo) 2025-09-07T06:38:41.6683920Z 2025-09-07T06:38:41.6684010Z # when sum over all sparse dim, return a dense tensor 2025-09-07T06:38:41.6684240Z # with summed dims squeezed 2025-09-07T06:38:41.6684430Z >>> torch.sparse.sum(S, [0, 1, 3]) 2025-09-07T06:38:41.6684620Z tensor([-2.6596, -1.1450]) 2025-09-07T06:38:41.6684780Z 2025-09-07T06:38:41.6684990Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.6685210Z 2025-09-07T06:38:41.6685600Z msg = Cannot scrape callname=as_sparse_gradcheck in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/sparse/__init__.py line=550. 2025-09-07T06:38:41.6686200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6686540Z Decorate function, to extend gradcheck for sparse tensors. 2025-09-07T06:38:41.6686730Z 2025-09-07T06:38:41.6686860Z Decorator for torch.autograd.gradcheck or its functools.partial 2025-09-07T06:38:41.6687190Z variants that extends the gradcheck function with support to input 2025-09-07T06:38:41.6687520Z functions that operate on or/and return sparse tensors. 2025-09-07T06:38:41.6687700Z 2025-09-07T06:38:41.6687830Z The specified gradcheck function itself is guaranteed to operate 2025-09-07T06:38:41.6688080Z on strided tensors only. 2025-09-07T06:38:41.6688190Z 2025-09-07T06:38:41.6688240Z For example: 2025-09-07T06:38:41.6688320Z 2025-09-07T06:38:41.6688470Z >>> gradcheck = torch.sparse.as_sparse_gradcheck(torch.autograd.gradcheck) 2025-09-07T06:38:41.6688730Z >>> x = ( 2025-09-07T06:38:41.6688900Z ... torch.tensor([[0, 1], [2, 3]], dtype=torch.float64) 2025-09-07T06:38:41.6689120Z ... .to_sparse_coo() 2025-09-07T06:38:41.6689280Z ... .requires_grad_(True) 2025-09-07T06:38:41.6689450Z ... ) 2025-09-07T06:38:41.6689590Z >>> gradcheck(lambda x: x.to_sparse_csr(), x) 2025-09-07T06:38:41.6689770Z True 2025-09-07T06:38:41.6689880Z 2025-09-07T06:38:41.6690090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.6690380Z 2025-09-07T06:38:41.6690740Z msg = Cannot scrape callname=vmap in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_functorch/apis.py line=39. 2025-09-07T06:38:41.6691310Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6691530Z 2025-09-07T06:38:41.6691670Z vmap is the vectorizing map; ``vmap(func)`` returns a new function that 2025-09-07T06:38:41.6691990Z maps ``func`` over some dimension of the inputs. Semantically, vmap 2025-09-07T06:38:41.6692310Z pushes the map into PyTorch operations called by ``func``, effectively 2025-09-07T06:38:41.6692570Z vectorizing those operations. 2025-09-07T06:38:41.6692700Z 2025-09-07T06:38:41.6692830Z vmap is useful for handling batch dimensions: one can write a function 2025-09-07T06:38:41.6693140Z ``func`` that runs on examples and then lift it to a function that can 2025-09-07T06:38:41.6693460Z take batches of examples with ``vmap(func)``. vmap can also be used to 2025-09-07T06:38:41.6693760Z compute batched gradients when composed with autograd. 2025-09-07T06:38:41.6693980Z 2025-09-07T06:38:41.6694030Z .. note:: 2025-09-07T06:38:41.6694210Z :func:`torch.vmap` is aliased to :func:`torch.func.vmap` for 2025-09-07T06:38:41.6694460Z convenience. Use whichever one you'd like. 2025-09-07T06:38:41.6694610Z 2025-09-07T06:38:41.6694650Z Args: 2025-09-07T06:38:41.6694840Z func (function): A Python function that takes one or more arguments. 2025-09-07T06:38:41.6695120Z Must return one or more Tensors. 2025-09-07T06:38:41.6695390Z in_dims (int or nested structure): Specifies which dimension of the 2025-09-07T06:38:41.6695680Z inputs should be mapped over. ``in_dims`` should have a 2025-09-07T06:38:41.6695980Z structure like the inputs. If the ``in_dim`` for a particular 2025-09-07T06:38:41.6696270Z input is None, then that indicates there is no map dimension. 2025-09-07T06:38:41.6696500Z Default: 0. 2025-09-07T06:38:41.6696710Z out_dims (int or Tuple[int]): Specifies where the mapped dimension 2025-09-07T06:38:41.6697020Z should appear in the outputs. If ``out_dims`` is a Tuple, then 2025-09-07T06:38:41.6697300Z it should have one element per output. Default: 0. 2025-09-07T06:38:41.6697570Z randomness (str): Specifies whether the randomness in this 2025-09-07T06:38:41.6697870Z vmap should be the same or different across batches. If 'different', 2025-09-07T06:38:41.6698190Z the randomness for each batch will be different. If 'same', the 2025-09-07T06:38:41.6698510Z randomness will be the same across batches. If 'error', any calls to 2025-09-07T06:38:41.6698840Z random functions will error. Default: 'error'. WARNING: this flag 2025-09-07T06:38:41.6699160Z only applies to random PyTorch operations and does not apply to 2025-09-07T06:38:41.6699430Z Python's random module or numpy randomness. 2025-09-07T06:38:41.6699770Z chunk_size (None or int): If None (default), apply a single vmap over inputs. 2025-09-07T06:38:41.6700120Z If not None, then compute the vmap :attr:`chunk_size` samples at a time. 2025-09-07T06:38:41.6700480Z Note that :attr:`chunk_size=1` is equivalent to computing the vmap with a for-loop. 2025-09-07T06:38:41.6700870Z If you run into memory issues computing the vmap, please try a non-None chunk_size. 2025-09-07T06:38:41.6701100Z 2025-09-07T06:38:41.6701140Z Returns: 2025-09-07T06:38:41.6701330Z Returns a new "batched" function. It takes the same inputs as 2025-09-07T06:38:41.6701620Z ``func``, except each input has an extra dimension at the index 2025-09-07T06:38:41.6701920Z specified by ``in_dims``. It takes returns the same outputs as 2025-09-07T06:38:41.6702210Z ``func``, except each output has an extra dimension at the index 2025-09-07T06:38:41.6702450Z specified by ``out_dims``. 2025-09-07T06:38:41.6702560Z 2025-09-07T06:38:41.6702610Z .. warning: 2025-09-07T06:38:41.6702810Z :func:`vmap` works best with functional-style code. Please do not 2025-09-07T06:38:41.6703150Z perform any side-effects in ``func``, with the exception of 2025-09-07T06:38:41.6703480Z in-place PyTorch operations. Examples of side-effects include mutating 2025-09-07T06:38:41.6703820Z Python data structures and assigning values to variables not captured 2025-09-07T06:38:41.6704060Z in ``func``. 2025-09-07T06:38:41.6704150Z 2025-09-07T06:38:41.6704290Z One example of using :func:`vmap` is to compute batched dot products. PyTorch 2025-09-07T06:38:41.6704640Z doesn't provide a batched ``torch.dot`` API; instead of unsuccessfully 2025-09-07T06:38:41.6704970Z rummaging through docs, use :func:`vmap` to construct a new function. 2025-09-07T06:38:41.6705170Z 2025-09-07T06:38:41.6705220Z >>> torch.dot # [D], [D] -> [] 2025-09-07T06:38:41.6705470Z >>> batched_dot = torch.func.vmap(torch.dot) # [N, D], [N, D] -> [N] 2025-09-07T06:38:41.6705730Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-09-07T06:38:41.6705940Z >>> batched_dot(x, y) 2025-09-07T06:38:41.6706050Z 2025-09-07T06:38:41.6706220Z :func:`vmap` can be helpful in hiding batch dimensions, leading to a simpler 2025-09-07T06:38:41.6706500Z model authoring experience. 2025-09-07T06:38:41.6706620Z 2025-09-07T06:38:41.6706680Z >>> batch_size, feature_size = 3, 5 2025-09-07T06:38:41.6706920Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-09-07T06:38:41.6707150Z >>> 2025-09-07T06:38:41.6707420Z >>> def model(feature_vec): 2025-09-07T06:38:41.6707630Z >>> # Very simple linear model with activation 2025-09-07T06:38:41.6707860Z >>> return feature_vec.dot(weights).relu() 2025-09-07T06:38:41.6708040Z >>> 2025-09-07T06:38:41.6708190Z >>> examples = torch.randn(batch_size, feature_size) 2025-09-07T06:38:41.6708420Z >>> result = torch.vmap(model)(examples) 2025-09-07T06:38:41.6708570Z 2025-09-07T06:38:41.6708720Z :func:`vmap` can also help vectorize computations that were previously difficult 2025-09-07T06:38:41.6709150Z or impossible to batch. One example is higher-order gradient computation. 2025-09-07T06:38:41.6709530Z The PyTorch autograd engine computes vjps (vector-Jacobian products). 2025-09-07T06:38:41.6716060Z Computing a full Jacobian matrix for some function f: R^N -> R^N usually 2025-09-07T06:38:41.6716420Z requires N calls to ``autograd.grad``, one per Jacobian row. Using :func:`vmap`, 2025-09-07T06:38:41.6716780Z we can vectorize the whole computation, computing the Jacobian in a single 2025-09-07T06:38:41.6717050Z call to ``autograd.grad``. 2025-09-07T06:38:41.6717160Z 2025-09-07T06:38:41.6717210Z >>> # Setup 2025-09-07T06:38:41.6717330Z >>> N = 5 2025-09-07T06:38:41.6717450Z >>> f = lambda x: x**2 2025-09-07T06:38:41.6717620Z >>> x = torch.randn(N, requires_grad=True) 2025-09-07T06:38:41.6717810Z >>> y = f(x) 2025-09-07T06:38:41.6717940Z >>> I_N = torch.eye(N) 2025-09-07T06:38:41.6718080Z >>> 2025-09-07T06:38:41.6718200Z >>> # Sequential approach 2025-09-07T06:38:41.6718550Z >>> jacobian_rows = [torch.autograd.grad(y, x, v, retain_graph=True)[0] 2025-09-07T06:38:41.6718820Z >>> for v in I_N.unbind()] 2025-09-07T06:38:41.6719030Z >>> jacobian = torch.stack(jacobian_rows) 2025-09-07T06:38:41.6719210Z >>> 2025-09-07T06:38:41.6719340Z >>> # vectorized gradient computation 2025-09-07T06:38:41.6719520Z >>> def get_vjp(v): 2025-09-07T06:38:41.6719690Z >>> return torch.autograd.grad(y, x, v) 2025-09-07T06:38:41.6719890Z >>> jacobian = torch.vmap(get_vjp)(I_N) 2025-09-07T06:38:41.6720030Z 2025-09-07T06:38:41.6720200Z :func:`vmap` can also be nested, producing an output with multiple batched dimensions 2025-09-07T06:38:41.6720430Z 2025-09-07T06:38:41.6720480Z >>> torch.dot # [D], [D] -> [] 2025-09-07T06:38:41.6720670Z >>> batched_dot = torch.vmap( 2025-09-07T06:38:41.6720850Z ... torch.vmap(torch.dot) 2025-09-07T06:38:41.6721030Z ... ) # [N1, N0, D], [N1, N0, D] -> [N1, N0] 2025-09-07T06:38:41.6721290Z >>> x, y = torch.randn(2, 3, 5), torch.randn(2, 3, 5) 2025-09-07T06:38:41.6721520Z >>> batched_dot(x, y) # tensor of size [2, 3] 2025-09-07T06:38:41.6721670Z 2025-09-07T06:38:41.6721810Z If the inputs are not batched along the first dimension, ``in_dims`` specifies 2025-09-07T06:38:41.6722110Z the dimension that each inputs are batched along as 2025-09-07T06:38:41.6722270Z 2025-09-07T06:38:41.6722330Z >>> torch.dot # [N], [N] -> [] 2025-09-07T06:38:41.6722590Z >>> batched_dot = torch.vmap(torch.dot, in_dims=1) # [N, D], [N, D] -> [D] 2025-09-07T06:38:41.6722870Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-09-07T06:38:41.6723060Z >>> batched_dot( 2025-09-07T06:38:41.6723190Z ... x, y 2025-09-07T06:38:41.6723390Z ... ) # output is [5] instead of [2] if batched along the 0th dimension 2025-09-07T06:38:41.6723580Z 2025-09-07T06:38:41.6723740Z If there are multiple inputs each of which is batched along different dimensions, 2025-09-07T06:38:41.6724090Z ``in_dims`` must be a tuple with the batch dimension for each input as 2025-09-07T06:38:41.6724320Z 2025-09-07T06:38:41.6724380Z >>> torch.dot # [D], [D] -> [] 2025-09-07T06:38:41.6724670Z >>> batched_dot = torch.vmap(torch.dot, in_dims=(0, None)) # [N, D], [D] -> [N] 2025-09-07T06:38:41.6724950Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-09-07T06:38:41.6725130Z >>> batched_dot( 2025-09-07T06:38:41.6725270Z ... x, y 2025-09-07T06:38:41.6725510Z ... ) # second arg doesn't have a batch dim because in_dim[1] was None 2025-09-07T06:38:41.6725710Z 2025-09-07T06:38:41.6725850Z If the input is a Python struct, ``in_dims`` must be a tuple containing a struct 2025-09-07T06:38:41.6726130Z matching the shape of the input: 2025-09-07T06:38:41.6726250Z 2025-09-07T06:38:41.6726340Z >>> f = lambda dict: torch.dot(dict["x"], dict["y"]) 2025-09-07T06:38:41.6726570Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-09-07T06:38:41.6726760Z >>> input = {"x": x, "y": y} 2025-09-07T06:38:41.6726990Z >>> batched_dot = torch.vmap(f, in_dims=({"x": 0, "y": None},)) 2025-09-07T06:38:41.6727220Z >>> batched_dot(input) 2025-09-07T06:38:41.6727320Z 2025-09-07T06:38:41.6727490Z By default, the output is batched along the first dimension. However, it can be batched 2025-09-07T06:38:41.6727790Z along any dimension by using ``out_dims`` 2025-09-07T06:38:41.6727920Z 2025-09-07T06:38:41.6727970Z >>> f = lambda x: x**2 2025-09-07T06:38:41.6728130Z >>> x = torch.randn(2, 5) 2025-09-07T06:38:41.6728320Z >>> batched_pow = torch.vmap(f, out_dims=1) 2025-09-07T06:38:41.6728520Z >>> batched_pow(x) # [5, 2] 2025-09-07T06:38:41.6728640Z 2025-09-07T06:38:41.6728810Z For any function that uses kwargs, the returned function will not batch the kwargs but will 2025-09-07T06:38:41.6729090Z accept kwargs 2025-09-07T06:38:41.6729170Z 2025-09-07T06:38:41.6729230Z >>> x = torch.randn([2, 5]) 2025-09-07T06:38:41.6729400Z >>> def fn(x, scale=4.): 2025-09-07T06:38:41.6729590Z >>> return x * scale 2025-09-07T06:38:41.6729740Z >>> 2025-09-07T06:38:41.6729860Z >>> batched_pow = torch.vmap(fn) 2025-09-07T06:38:41.6730070Z >>> assert torch.allclose(batched_pow(x), x * 4) 2025-09-07T06:38:41.6730360Z >>> batched_pow(x, scale=x) # scale is not batched, output has shape [2, 2, 5] 2025-09-07T06:38:41.6730570Z 2025-09-07T06:38:41.6730610Z .. note:: 2025-09-07T06:38:41.6730900Z vmap does not provide general autobatching or handle variable-length 2025-09-07T06:38:41.6731160Z sequences out of the box. 2025-09-07T06:38:41.6731270Z 2025-09-07T06:38:41.6731430Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.6731650Z 2025-09-07T06:38:41.6732010Z msg = Cannot scrape callname=grad in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_functorch/apis.py line=306. 2025-09-07T06:38:41.6732580Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6732990Z ``grad`` operator helps computing gradients of ``func`` with respect to the 2025-09-07T06:38:41.6733330Z input(s) specified by ``argnums``. This operator can be nested to 2025-09-07T06:38:41.6733590Z compute higher-order gradients. 2025-09-07T06:38:41.6733720Z 2025-09-07T06:38:41.6733760Z Args: 2025-09-07T06:38:41.6733950Z func (Callable): A Python function that takes one or more arguments. 2025-09-07T06:38:41.6734310Z Must return a single-element Tensor. If specified ``has_aux`` equals ``True``, 2025-09-07T06:38:41.6734710Z function can return a tuple of single-element Tensor and other auxiliary objects: 2025-09-07T06:38:41.6735000Z ``(output, aux)``. 2025-09-07T06:38:41.6735280Z argnums (int or Tuple[int]): Specifies arguments to compute gradients with respect to. 2025-09-07T06:38:41.6735640Z ``argnums`` can be single integer or tuple of integers. Default: 0. 2025-09-07T06:38:41.6735970Z has_aux (bool): Flag indicating that ``func`` returns a tensor and other 2025-09-07T06:38:41.6736300Z auxiliary objects: ``(output, aux)``. Default: False. 2025-09-07T06:38:41.6736460Z 2025-09-07T06:38:41.6736510Z Returns: 2025-09-07T06:38:41.6736750Z Function to compute gradients with respect to its inputs. By default, the output of 2025-09-07T06:38:41.6737130Z the function is the gradient tensor(s) with respect to the first argument. 2025-09-07T06:38:41.6737520Z If specified ``has_aux`` equals ``True``, tuple of gradients and output auxiliary objects 2025-09-07T06:38:41.6737910Z is returned. If ``argnums`` is a tuple of integers, a tuple of output gradients with 2025-09-07T06:38:41.6738220Z respect to each ``argnums`` value is returned. 2025-09-07T06:38:41.6738370Z 2025-09-07T06:38:41.6738430Z Example of using ``grad``: 2025-09-07T06:38:41.6738550Z 2025-09-07T06:38:41.6738600Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.6738770Z >>> from torch.func import grad 2025-09-07T06:38:41.6738960Z >>> x = torch.randn([]) 2025-09-07T06:38:41.6739150Z >>> cos_x = grad(lambda x: torch.sin(x))(x) 2025-09-07T06:38:41.6739370Z >>> assert torch.allclose(cos_x, x.cos()) 2025-09-07T06:38:41.6739560Z >>> 2025-09-07T06:38:41.6739690Z >>> # Second-order gradients 2025-09-07T06:38:41.6739900Z >>> neg_sin_x = grad(grad(lambda x: torch.sin(x)))(x) 2025-09-07T06:38:41.6740140Z >>> assert torch.allclose(neg_sin_x, -x.sin()) 2025-09-07T06:38:41.6740300Z 2025-09-07T06:38:41.6740450Z When composed with ``vmap``, ``grad`` can be used to compute per-sample-gradients: 2025-09-07T06:38:41.6740670Z 2025-09-07T06:38:41.6740730Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.6740910Z >>> from torch.func import grad, vmap 2025-09-07T06:38:41.6741110Z >>> batch_size, feature_size = 3, 5 2025-09-07T06:38:41.6741280Z >>> 2025-09-07T06:38:41.6741410Z >>> def model(weights, feature_vec): 2025-09-07T06:38:41.6741670Z >>> # Very simple linear model with activation 2025-09-07T06:38:41.6741890Z >>> assert feature_vec.dim() == 1 2025-09-07T06:38:41.6742090Z >>> return feature_vec.dot(weights).relu() 2025-09-07T06:38:41.6742280Z >>> 2025-09-07T06:38:41.6742430Z >>> def compute_loss(weights, example, target): 2025-09-07T06:38:41.6742630Z >>> y = model(weights, example) 2025-09-07T06:38:41.6742850Z >>> return ((y - target) ** 2).mean() # MSELoss 2025-09-07T06:38:41.6743040Z >>> 2025-09-07T06:38:41.6743210Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-09-07T06:38:41.6743480Z >>> examples = torch.randn(batch_size, feature_size) 2025-09-07T06:38:41.6743710Z >>> targets = torch.randn(batch_size) 2025-09-07T06:38:41.6743920Z >>> inputs = (weights, examples, targets) 2025-09-07T06:38:41.6744200Z >>> grad_weight_per_example = vmap(grad(compute_loss), in_dims=(None, 0, 0))( 2025-09-07T06:38:41.6744530Z ... *inputs 2025-09-07T06:38:41.6744660Z ... ) 2025-09-07T06:38:41.6744740Z 2025-09-07T06:38:41.6744850Z Example of using ``grad`` with ``has_aux`` and ``argnums``: 2025-09-07T06:38:41.6745020Z 2025-09-07T06:38:41.6745080Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.6745250Z >>> from torch.func import grad 2025-09-07T06:38:41.6745440Z >>> def my_loss_func(y, y_pred): 2025-09-07T06:38:41.6745650Z >>> loss_per_sample = (0.5 * y_pred - y) ** 2 2025-09-07T06:38:41.6745860Z >>> loss = loss_per_sample.mean() 2025-09-07T06:38:41.6746070Z >>> return loss, (y_pred, loss_per_sample) 2025-09-07T06:38:41.6746250Z >>> 2025-09-07T06:38:41.6746420Z >>> fn = grad(my_loss_func, argnums=(0, 1), has_aux=True) 2025-09-07T06:38:41.6746630Z >>> y_true = torch.rand(4) 2025-09-07T06:38:41.6746830Z >>> y_preds = torch.rand(4, requires_grad=True) 2025-09-07T06:38:41.6747030Z >>> out = fn(y_true, y_preds) 2025-09-07T06:38:41.6747310Z >>> # > output is ((grads w.r.t y_true, grads w.r.t y_preds), (y_pred, loss_per_sample)) 2025-09-07T06:38:41.6747570Z 2025-09-07T06:38:41.6747610Z .. note:: 2025-09-07T06:38:41.6747800Z Using PyTorch ``torch.no_grad`` together with ``grad``. 2025-09-07T06:38:41.6747970Z 2025-09-07T06:38:41.6748060Z Case 1: Using ``torch.no_grad`` inside a function: 2025-09-07T06:38:41.6748210Z 2025-09-07T06:38:41.6748290Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.6748460Z >>> def f(x): 2025-09-07T06:38:41.6748610Z >>> with torch.no_grad(): 2025-09-07T06:38:41.6748790Z >>> c = x ** 2 2025-09-07T06:38:41.6748950Z >>> return x - c 2025-09-07T06:38:41.6749070Z 2025-09-07T06:38:41.6749190Z In this case, ``grad(f)(x)`` will respect the inner ``torch.no_grad``. 2025-09-07T06:38:41.6749380Z 2025-09-07T06:38:41.6749500Z Case 2: Using ``grad`` inside ``torch.no_grad`` context manager: 2025-09-07T06:38:41.6749680Z 2025-09-07T06:38:41.6749730Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.6749910Z >>> with torch.no_grad(): 2025-09-07T06:38:41.6750080Z >>> grad(f)(x) 2025-09-07T06:38:41.6750190Z 2025-09-07T06:38:41.6750330Z In this case, ``grad`` will respect the inner ``torch.no_grad``, but not the 2025-09-07T06:38:41.6750670Z outer one. This is because ``grad`` is a "function transform": its result 2025-09-07T06:38:41.6751000Z should not depend on the result of a context manager outside of ``f``. 2025-09-07T06:38:41.6751200Z 2025-09-07T06:38:41.6751240Z 2025-09-07T06:38:41.6751450Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.6751670Z 2025-09-07T06:38:41.6752100Z msg = Cannot scrape callname=print_assert_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=286. 2025-09-07T06:38:41.6752760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6752990Z 2025-09-07T06:38:41.6753120Z Test if two objects are equal, and print an error message if test fails. 2025-09-07T06:38:41.6753320Z 2025-09-07T06:38:41.6753410Z The test is performed with ``actual == desired``. 2025-09-07T06:38:41.6753560Z 2025-09-07T06:38:41.6753610Z Parameters 2025-09-07T06:38:41.6753720Z ---------- 2025-09-07T06:38:41.6753830Z test_string : str 2025-09-07T06:38:41.6753990Z The message supplied to AssertionError. 2025-09-07T06:38:41.6754170Z actual : object 2025-09-07T06:38:41.6754340Z The object to test for equality against `desired`. 2025-09-07T06:38:41.6754540Z desired : object 2025-09-07T06:38:41.6754680Z The expected result. 2025-09-07T06:38:41.6754780Z 2025-09-07T06:38:41.6754820Z Examples 2025-09-07T06:38:41.6754930Z -------- 2025-09-07T06:38:41.6755050Z >>> np.testing.print_assert_equal( 2025-09-07T06:38:41.6755240Z ... "Test XYZ of func xyz", [0, 1], [0, 1] 2025-09-07T06:38:41.6755490Z ... ) # doctest: +SKIP 2025-09-07T06:38:41.6755650Z >>> np.testing.print_assert_equal( 2025-09-07T06:38:41.6755840Z ... "Test XYZ of func xyz", [0, 1], [0, 2] 2025-09-07T06:38:41.6756020Z ... ) # doctest: +SKIP 2025-09-07T06:38:41.6756170Z Traceback (most recent call last): 2025-09-07T06:38:41.6756340Z ... 2025-09-07T06:38:41.6756470Z AssertionError: Test XYZ of func xyz failed 2025-09-07T06:38:41.6756650Z ACTUAL: 2025-09-07T06:38:41.6756760Z [0, 1] 2025-09-07T06:38:41.6756860Z DESIRED: 2025-09-07T06:38:41.6756960Z [0, 2] 2025-09-07T06:38:41.6757030Z 2025-09-07T06:38:41.6757030Z 2025-09-07T06:38:41.6757180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.6757400Z 2025-09-07T06:38:41.6757800Z msg = Cannot scrape callname=assert_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=331. 2025-09-07T06:38:41.6758410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6758680Z 2025-09-07T06:38:41.6758800Z Raises an AssertionError if two items are not equal up to desired 2025-09-07T06:38:41.6759030Z precision. 2025-09-07T06:38:41.6759100Z 2025-09-07T06:38:41.6759210Z .. note:: It is recommended to use one of `assert_allclose`, 2025-09-07T06:38:41.6759490Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-09-07T06:38:41.6759830Z instead of this function for more consistent floating point 2025-09-07T06:38:41.6760060Z comparisons. 2025-09-07T06:38:41.6760150Z 2025-09-07T06:38:41.6760290Z The test verifies that the elements of `actual` and `desired` satisfy. 2025-09-07T06:38:41.6760480Z 2025-09-07T06:38:41.6760580Z ``abs(desired-actual) < float64(1.5 * 10**(-decimal))`` 2025-09-07T06:38:41.6760740Z 2025-09-07T06:38:41.6760880Z That is a looser test than originally documented, but agrees with what the 2025-09-07T06:38:41.6761230Z actual implementation in `assert_array_almost_equal` did up to rounding 2025-09-07T06:38:41.6761580Z vagaries. An exception is raised at conflicting values. For ndarrays this 2025-09-07T06:38:41.6761850Z delegates to assert_array_almost_equal 2025-09-07T06:38:41.6761980Z 2025-09-07T06:38:41.6762030Z Parameters 2025-09-07T06:38:41.6762140Z ---------- 2025-09-07T06:38:41.6762250Z actual : array_like 2025-09-07T06:38:41.6762390Z The object to check. 2025-09-07T06:38:41.6762540Z desired : array_like 2025-09-07T06:38:41.6762680Z The expected object. 2025-09-07T06:38:41.6762820Z decimal : int, optional 2025-09-07T06:38:41.6762980Z Desired precision, default is 7. 2025-09-07T06:38:41.6763160Z err_msg : str, optional 2025-09-07T06:38:41.6763340Z The error message to be printed in case of failure. 2025-09-07T06:38:41.6763550Z verbose : bool, optional 2025-09-07T06:38:41.6763780Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:41.6763960Z 2025-09-07T06:38:41.6764070Z Raises 2025-09-07T06:38:41.6764180Z ------ 2025-09-07T06:38:41.6764290Z AssertionError 2025-09-07T06:38:41.6764480Z If actual and desired are not equal up to specified precision. 2025-09-07T06:38:41.6764670Z 2025-09-07T06:38:41.6764710Z See Also 2025-09-07T06:38:41.6764810Z -------- 2025-09-07T06:38:41.6765020Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:41.6765300Z relative and/or absolute precision. 2025-09-07T06:38:41.6765580Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:41.6765770Z 2025-09-07T06:38:41.6765810Z Examples 2025-09-07T06:38:41.6765920Z -------- 2025-09-07T06:38:41.6766080Z >>> from torch._numpy.testing import assert_almost_equal 2025-09-07T06:38:41.6766320Z >>> assert_almost_equal(2.3333333333333, 2.33333334) 2025-09-07T06:38:41.6766570Z >>> assert_almost_equal(2.3333333333333, 2.33333334, decimal=10) 2025-09-07T06:38:41.6766800Z Traceback (most recent call last): 2025-09-07T06:38:41.6767000Z ... 2025-09-07T06:38:41.6767120Z AssertionError: 2025-09-07T06:38:41.6767270Z Arrays are not almost equal to 10 decimals 2025-09-07T06:38:41.6767460Z ACTUAL: 2.3333333333333 2025-09-07T06:38:41.6767600Z DESIRED: 2.33333334 2025-09-07T06:38:41.6767690Z 2025-09-07T06:38:41.6767740Z >>> assert_almost_equal( 2025-09-07T06:38:41.6767960Z ... np.array([1.0, 2.3333333333333]), np.array([1.0, 2.33333334]), decimal=9 2025-09-07T06:38:41.6768190Z ... ) 2025-09-07T06:38:41.6768310Z Traceback (most recent call last): 2025-09-07T06:38:41.6768470Z ... 2025-09-07T06:38:41.6768580Z AssertionError: 2025-09-07T06:38:41.6768720Z Arrays are not almost equal to 9 decimals 2025-09-07T06:38:41.6768900Z 2025-09-07T06:38:41.6769030Z Mismatched elements: 1 / 2 (50%) 2025-09-07T06:38:41.6769220Z Max absolute difference: 6.666699636781459e-09 2025-09-07T06:38:41.6769440Z Max relative difference: 2.8571569790287484e-09 2025-09-07T06:38:41.6769660Z x: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-09-07T06:38:41.6769880Z y: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-09-07T06:38:41.6770070Z 2025-09-07T06:38:41.6770070Z 2025-09-07T06:38:41.6770220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.6770430Z 2025-09-07T06:38:41.6770830Z msg = Cannot scrape callname=assert_approx_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=457. 2025-09-07T06:38:41.6771480Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.6771710Z 2025-09-07T06:38:41.6771920Z Raises an AssertionError if two items are not equal up to significant 2025-09-07T06:38:41.6772160Z digits. 2025-09-07T06:38:41.6772230Z 2025-09-07T06:38:41.6772330Z .. note:: It is recommended to use one of `assert_allclose`, 2025-09-07T06:38:41.6772610Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-09-07T06:38:41.6772900Z instead of this function for more consistent floating point 2025-09-07T06:38:41.6773130Z comparisons. 2025-09-07T06:38:41.6773220Z 2025-09-07T06:38:41.6773330Z Given two numbers, check that they are approximately equal. 2025-09-07T06:38:41.6773640Z Approximately equal is defined as the number of significant digits 2025-09-07T06:38:41.6773880Z that agree. 2025-09-07T06:38:41.6773950Z 2025-09-07T06:38:41.6774000Z Parameters 2025-09-07T06:38:41.6774100Z ---------- 2025-09-07T06:38:41.6774210Z actual : scalar 2025-09-07T06:38:41.6774340Z The object to check. 2025-09-07T06:38:41.6774490Z desired : scalar 2025-09-07T06:38:41.6774620Z The expected object. 2025-09-07T06:38:41.6774770Z significant : int, optional 2025-09-07T06:38:41.6774940Z Desired precision, default is 7. 2025-09-07T06:38:41.6775110Z err_msg : str, optional 2025-09-07T06:38:41.6775360Z The error message to be printed in case of failure. 2025-09-07T06:38:41.6775620Z verbose : bool, optional 2025-09-07T06:38:41.6775990Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:41.6776190Z 2025-09-07T06:38:41.6776250Z Raises 2025-09-07T06:38:41.6781300Z ------ 2025-09-07T06:38:41.6781420Z AssertionError 2025-09-07T06:38:41.6781620Z If actual and desired are not equal up to specified precision. 2025-09-07T06:38:41.6781800Z 2025-09-07T06:38:41.6781850Z See Also 2025-09-07T06:38:41.6781950Z -------- 2025-09-07T06:38:41.6782160Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:41.6782450Z relative and/or absolute precision. 2025-09-07T06:38:41.6782720Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:41.6782910Z 2025-09-07T06:38:41.6782950Z Examples 2025-09-07T06:38:41.6783060Z -------- 2025-09-07T06:38:41.6783190Z >>> np.testing.assert_approx_equal( 2025-09-07T06:38:41.6783380Z ... 0.12345677777777e-20, 0.1234567e-20 2025-09-07T06:38:41.6783550Z ... ) # doctest: +SKIP 2025-09-07T06:38:41.6783830Z >>> np.testing.assert_approx_equal( 2025-09-07T06:38:41.6784000Z ... 0.12345670e-20, 2025-09-07T06:38:41.6784150Z ... 0.12345671e-20, # doctest: +SKIP 2025-09-07T06:38:41.6784330Z ... significant=8, 2025-09-07T06:38:41.6784460Z ... ) 2025-09-07T06:38:41.6784590Z >>> np.testing.assert_approx_equal( 2025-09-07T06:38:41.6784760Z ... 0.12345670e-20, 2025-09-07T06:38:41.6784910Z ... 0.12345672e-20, # doctest: +SKIP 2025-09-07T06:38:41.6785080Z ... significant=8, 2025-09-07T06:38:41.6785210Z ... ) 2025-09-07T06:38:41.6785330Z Traceback (most recent call last): 2025-09-07T06:38:41.6785490Z ... 2025-09-07T06:38:41.6785600Z AssertionError: 2025-09-07T06:38:41.6785760Z Items are not equal to 8 significant digits: 2025-09-07T06:38:41.6785940Z ACTUAL: 1.234567e-21 2025-09-07T06:38:41.6786080Z DESIRED: 1.2345672e-21 2025-09-07T06:38:41.6786180Z 2025-09-07T06:38:41.6786280Z the evaluated condition that raises the exception is 2025-09-07T06:38:41.6786440Z 2025-09-07T06:38:41.6786570Z >>> abs(0.12345670e-20 / 1e-21 - 0.12345672e-20 / 1e-21) >= 10 ** -(8 - 1) 2025-09-07T06:38:41.6786860Z True 2025-09-07T06:38:41.6786920Z 2025-09-07T06:38:41.6786920Z 2025-09-07T06:38:41.6787080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8406730Z 2025-09-07T06:38:41.8407670Z msg = Cannot scrape callname=assert_array_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=744. 2025-09-07T06:38:41.8408390Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8408640Z 2025-09-07T06:38:41.8408780Z Raises an AssertionError if two array_like objects are not equal. 2025-09-07T06:38:41.8408980Z 2025-09-07T06:38:41.8409120Z Given two array_like objects, check that the shape is equal and all 2025-09-07T06:38:41.8409460Z elements of these objects are equal (but see the Notes for the special 2025-09-07T06:38:41.8409810Z handling of a scalar). An exception is raised at shape mismatch or 2025-09-07T06:38:41.8410150Z conflicting values. In contrast to the standard usage in numpy, NaNs 2025-09-07T06:38:41.8410500Z are compared like numbers, no assertion is raised if both objects have 2025-09-07T06:38:41.8410770Z NaNs in the same positions. 2025-09-07T06:38:41.8410880Z 2025-09-07T06:38:41.8411030Z The usual caution for verifying equality with floating point numbers is 2025-09-07T06:38:41.8411280Z advised. 2025-09-07T06:38:41.8411360Z 2025-09-07T06:38:41.8411410Z Parameters 2025-09-07T06:38:41.8411520Z ---------- 2025-09-07T06:38:41.8411640Z x : array_like 2025-09-07T06:38:41.8411780Z The actual object to check. 2025-09-07T06:38:41.8411940Z y : array_like 2025-09-07T06:38:41.8412080Z The desired, expected object. 2025-09-07T06:38:41.8412250Z err_msg : str, optional 2025-09-07T06:38:41.8412450Z The error message to be printed in case of failure. 2025-09-07T06:38:41.8412660Z verbose : bool, optional 2025-09-07T06:38:41.8413010Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:41.8413260Z strict : bool, optional 2025-09-07T06:38:41.8413480Z If True, raise an AssertionError when either the shape or the data 2025-09-07T06:38:41.8413780Z type of the array_like objects does not match. The special 2025-09-07T06:38:41.8414080Z handling for scalars mentioned in the Notes section is disabled. 2025-09-07T06:38:41.8414270Z 2025-09-07T06:38:41.8414310Z Raises 2025-09-07T06:38:41.8414420Z ------ 2025-09-07T06:38:41.8414530Z AssertionError 2025-09-07T06:38:41.8414680Z If actual and desired objects are not equal. 2025-09-07T06:38:41.8414830Z 2025-09-07T06:38:41.8414870Z See Also 2025-09-07T06:38:41.8414970Z -------- 2025-09-07T06:38:41.8415180Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:41.8415460Z relative and/or absolute precision. 2025-09-07T06:38:41.8415740Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:41.8416050Z 2025-09-07T06:38:41.8416100Z Notes 2025-09-07T06:38:41.8416200Z ----- 2025-09-07T06:38:41.8416380Z When one of `x` and `y` is a scalar and the other is array_like, the 2025-09-07T06:38:41.8416700Z function checks that each element of the array_like object is equal to 2025-09-07T06:38:41.8417040Z the scalar. This behaviour can be disabled with the `strict` parameter. 2025-09-07T06:38:41.8417250Z 2025-09-07T06:38:41.8417290Z Examples 2025-09-07T06:38:41.8417400Z -------- 2025-09-07T06:38:41.8417540Z The first assert does not raise an exception: 2025-09-07T06:38:41.8417690Z 2025-09-07T06:38:41.8417750Z >>> np.testing.assert_array_equal( 2025-09-07T06:38:41.8417850Z ... [1.0, 2.33333, np.nan], [np.exp(0), 2.33333, np.nan] 2025-09-07T06:38:41.8417890Z ... ) 2025-09-07T06:38:41.8417890Z 2025-09-07T06:38:41.8418030Z Use `assert_allclose` or one of the nulp (number of floating point values) 2025-09-07T06:38:41.8418090Z functions for these cases instead: 2025-09-07T06:38:41.8418090Z 2025-09-07T06:38:41.8418160Z >>> np.testing.assert_allclose( 2025-09-07T06:38:41.8418280Z ... [1.0, np.pi, np.nan], [1, np.sqrt(np.pi) ** 2, np.nan], rtol=1e-10, atol=0 2025-09-07T06:38:41.8418390Z ... ) 2025-09-07T06:38:41.8418390Z 2025-09-07T06:38:41.8418520Z As mentioned in the Notes section, `assert_array_equal` has special 2025-09-07T06:38:41.8418660Z handling for scalars. Here the test checks that each value in `x` is 3: 2025-09-07T06:38:41.8418660Z 2025-09-07T06:38:41.8418740Z >>> x = np.full((2, 5), fill_value=3) 2025-09-07T06:38:41.8418810Z >>> np.testing.assert_array_equal(x, 3) 2025-09-07T06:38:41.8418810Z 2025-09-07T06:38:41.8418940Z Use `strict` to raise an AssertionError when comparing a scalar with an 2025-09-07T06:38:41.8418990Z array: 2025-09-07T06:38:41.8418990Z 2025-09-07T06:38:41.8419080Z >>> np.testing.assert_array_equal(x, 3, strict=True) 2025-09-07T06:38:41.8419140Z Traceback (most recent call last): 2025-09-07T06:38:41.8419180Z ... 2025-09-07T06:38:41.8419240Z AssertionError: 2025-09-07T06:38:41.8419290Z Arrays are not equal 2025-09-07T06:38:41.8419330Z 2025-09-07T06:38:41.8419390Z (shapes (2, 5), () mismatch) 2025-09-07T06:38:41.8419450Z x: torch.ndarray([[3, 3, 3, 3, 3], 2025-09-07T06:38:41.8419500Z [3, 3, 3, 3, 3]]) 2025-09-07T06:38:41.8419550Z y: torch.ndarray(3) 2025-09-07T06:38:41.8419550Z 2025-09-07T06:38:41.8419680Z The `strict` parameter also ensures that the array data types match: 2025-09-07T06:38:41.8419680Z 2025-09-07T06:38:41.8419730Z >>> x = np.array([2, 2, 2]) 2025-09-07T06:38:41.8419820Z >>> y = np.array([2.0, 2.0, 2.0], dtype=np.float32) 2025-09-07T06:38:41.8419900Z >>> np.testing.assert_array_equal(x, y, strict=True) 2025-09-07T06:38:41.8419970Z Traceback (most recent call last): 2025-09-07T06:38:41.8420010Z ... 2025-09-07T06:38:41.8420060Z AssertionError: 2025-09-07T06:38:41.8420110Z Arrays are not equal 2025-09-07T06:38:41.8420150Z 2025-09-07T06:38:41.8420240Z (dtypes dtype("int64"), dtype("float32") mismatch) 2025-09-07T06:38:41.8420350Z x: torch.ndarray([2, 2, 2]) 2025-09-07T06:38:41.8420410Z y: torch.ndarray([2., 2., 2.]) 2025-09-07T06:38:41.8420410Z 2025-09-07T06:38:41.8420560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8420570Z 2025-09-07T06:38:41.8420990Z msg = Cannot scrape callname=assert_array_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=851. 2025-09-07T06:38:41.8421150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8421150Z 2025-09-07T06:38:41.8421280Z Raises an AssertionError if two objects are not equal up to desired 2025-09-07T06:38:41.8421330Z precision. 2025-09-07T06:38:41.8421330Z 2025-09-07T06:38:41.8421450Z .. note:: It is recommended to use one of `assert_allclose`, 2025-09-07T06:38:41.8421560Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-09-07T06:38:41.8421680Z instead of this function for more consistent floating point 2025-09-07T06:38:41.8421760Z comparisons. 2025-09-07T06:38:41.8421760Z 2025-09-07T06:38:41.8421910Z The test verifies identical shapes and that the elements of ``actual`` and 2025-09-07T06:38:41.8421960Z ``desired`` satisfy. 2025-09-07T06:38:41.8421960Z 2025-09-07T06:38:41.8422050Z ``abs(desired-actual) < 1.5 * 10**(-decimal)`` 2025-09-07T06:38:41.8422050Z 2025-09-07T06:38:41.8422190Z That is a looser test than originally documented, but agrees with what the 2025-09-07T06:38:41.8422380Z actual implementation did up to rounding vagaries. An exception is raised 2025-09-07T06:38:41.8422520Z at shape mismatch or conflicting values. In contrast to the standard usage 2025-09-07T06:38:41.8422660Z in numpy, NaNs are compared like numbers, no assertion is raised if both 2025-09-07T06:38:41.8422730Z objects have NaNs in the same positions. 2025-09-07T06:38:41.8422730Z 2025-09-07T06:38:41.8422780Z Parameters 2025-09-07T06:38:41.8422820Z ---------- 2025-09-07T06:38:41.8422870Z x : array_like 2025-09-07T06:38:41.8422920Z The actual object to check. 2025-09-07T06:38:41.8422990Z y : array_like 2025-09-07T06:38:41.8423050Z The desired, expected object. 2025-09-07T06:38:41.8423100Z decimal : int, optional 2025-09-07T06:38:41.8423170Z Desired precision, default is 6. 2025-09-07T06:38:41.8423220Z err_msg : str, optional 2025-09-07T06:38:41.8423310Z The error message to be printed in case of failure. 2025-09-07T06:38:41.8423390Z verbose : bool, optional 2025-09-07T06:38:41.8423520Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:41.8423520Z 2025-09-07T06:38:41.8423570Z Raises 2025-09-07T06:38:41.8423610Z ------ 2025-09-07T06:38:41.8423650Z AssertionError 2025-09-07T06:38:41.8423770Z If actual and desired are not equal up to specified precision. 2025-09-07T06:38:41.8423780Z 2025-09-07T06:38:41.8423820Z See Also 2025-09-07T06:38:41.8423860Z -------- 2025-09-07T06:38:41.8424000Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:41.8424090Z relative and/or absolute precision. 2025-09-07T06:38:41.8424210Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:41.8424210Z 2025-09-07T06:38:41.8424260Z Examples 2025-09-07T06:38:41.8424300Z -------- 2025-09-07T06:38:41.8424380Z the first assert does not raise an exception 2025-09-07T06:38:41.8424380Z 2025-09-07T06:38:41.8424540Z >>> np.testing.assert_array_almost_equal([1.0, 2.333, np.nan], [1.0, 2.333, np.nan]) 2025-09-07T06:38:41.8424540Z 2025-09-07T06:38:41.8424610Z >>> np.testing.assert_array_almost_equal( 2025-09-07T06:38:41.8424710Z ... [1.0, 2.33333, np.nan], [1.0, 2.33339, np.nan], decimal=5 2025-09-07T06:38:41.8424750Z ... ) 2025-09-07T06:38:41.8424810Z Traceback (most recent call last): 2025-09-07T06:38:41.8424850Z ... 2025-09-07T06:38:41.8424900Z AssertionError: 2025-09-07T06:38:41.8424970Z Arrays are not almost equal to 5 decimals 2025-09-07T06:38:41.8425050Z 2025-09-07T06:38:41.8425110Z Mismatched elements: 1 / 3 (33.3%) 2025-09-07T06:38:41.8425190Z Max absolute difference: 5.999999999994898e-05 2025-09-07T06:38:41.8425260Z Max relative difference: 2.5713661239633743e-05 2025-09-07T06:38:41.8425370Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-09-07T06:38:41.8425460Z y: torch.ndarray([1.0000, 2.3334, nan], dtype=float64) 2025-09-07T06:38:41.8425460Z 2025-09-07T06:38:41.8425530Z >>> np.testing.assert_array_almost_equal( 2025-09-07T06:38:41.8425620Z ... [1.0, 2.33333, np.nan], [1.0, 2.33333, 5], decimal=5 2025-09-07T06:38:41.8425660Z ... ) 2025-09-07T06:38:41.8425720Z Traceback (most recent call last): 2025-09-07T06:38:41.8425760Z ... 2025-09-07T06:38:41.8425810Z AssertionError: 2025-09-07T06:38:41.8425870Z Arrays are not almost equal to 5 decimals 2025-09-07T06:38:41.8425920Z 2025-09-07T06:38:41.8425970Z x and y nan location mismatch: 2025-09-07T06:38:41.8426070Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-09-07T06:38:41.8426200Z y: torch.ndarray([1.0000, 2.3333, 5.0000], dtype=float64) 2025-09-07T06:38:41.8426200Z 2025-09-07T06:38:41.8426200Z 2025-09-07T06:38:41.8426360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8426360Z 2025-09-07T06:38:41.8426770Z msg = Cannot scrape callname=clear_and_catch_warnings in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=1848. 2025-09-07T06:38:41.8426940Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8427070Z Context manager that resets warning registry for catching warnings 2025-09-07T06:38:41.8427070Z 2025-09-07T06:38:41.8427220Z Warnings can be slippery, because, whenever a warning is triggered, Python 2025-09-07T06:38:41.8427350Z adds a ``__warningregistry__`` member to the *calling* module. This makes 2025-09-07T06:38:41.8427500Z it impossible to retrigger the warning in this module, whatever you put in 2025-09-07T06:38:41.8427650Z the warnings filters. This context manager accepts a sequence of `modules` 2025-09-07T06:38:41.8427770Z as a keyword argument to its constructor and: 2025-09-07T06:38:41.8427770Z 2025-09-07T06:38:41.8427910Z * stores and removes any ``__warningregistry__`` entries in given `modules` 2025-09-07T06:38:41.8427960Z on entry; 2025-09-07T06:38:41.8428090Z * resets ``__warningregistry__`` to its previous state on exit. 2025-09-07T06:38:41.8428100Z 2025-09-07T06:38:41.8428240Z This makes it possible to trigger any warning afresh inside the context 2025-09-07T06:38:41.8428350Z manager without disturbing the state of warnings outside. 2025-09-07T06:38:41.8428350Z 2025-09-07T06:38:41.8428500Z For compatibility with Python 3.0, please consider all arguments to be 2025-09-07T06:38:41.8428540Z keyword-only. 2025-09-07T06:38:41.8428540Z 2025-09-07T06:38:41.8428590Z Parameters 2025-09-07T06:38:41.8428640Z ---------- 2025-09-07T06:38:41.8428700Z record : bool, optional 2025-09-07T06:38:41.8428820Z Specifies whether warnings should be captured by a custom 2025-09-07T06:38:41.8428960Z implementation of ``warnings.showwarning()`` and be appended to a list 2025-09-07T06:38:41.8429090Z returned by the context manager. Otherwise None is returned by the 2025-09-07T06:38:41.8429220Z context manager. The objects appended to the list are arguments whose 2025-09-07T06:38:41.8429330Z attributes mirror the arguments to ``showwarning()``. 2025-09-07T06:38:41.8429390Z modules : sequence, optional 2025-09-07T06:38:41.8429520Z Sequence of modules for which to reset warnings registry on entry and 2025-09-07T06:38:41.8429650Z restore on exit. To work correctly, all 'ignore' filters should 2025-09-07T06:38:41.8429720Z filter by one of these modules. 2025-09-07T06:38:41.8429720Z 2025-09-07T06:38:41.8429760Z Examples 2025-09-07T06:38:41.8429840Z -------- 2025-09-07T06:38:41.8429890Z >>> import warnings 2025-09-07T06:38:41.8430010Z >>> with np.testing.clear_and_catch_warnings( # doctest: +SKIP 2025-09-07T06:38:41.8430080Z ... modules=[np.core.fromnumeric] 2025-09-07T06:38:41.8430120Z ... ): 2025-09-07T06:38:41.8430190Z ... warnings.simplefilter("always") 2025-09-07T06:38:41.8430340Z ... warnings.filterwarnings("ignore", module="np.core.fromnumeric") 2025-09-07T06:38:41.8430450Z ... # do something that raises a warning but ignore those in 2025-09-07T06:38:41.8430510Z ... # np.core.fromnumeric 2025-09-07T06:38:41.8430550Z 2025-09-07T06:38:41.8430700Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8552120Z 2025-09-07T06:38:41.8552630Z msg = Cannot scrape callname=calculate_gain in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py line=142. 2025-09-07T06:38:41.8553270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8553760Z Return the recommended gain value for the given nonlinearity function. 2025-09-07T06:38:41.8554000Z 2025-09-07T06:38:41.8554060Z The values are as follows: 2025-09-07T06:38:41.8554180Z 2025-09-07T06:38:41.8554270Z ================= ==================================================== 2025-09-07T06:38:41.8554490Z nonlinearity gain 2025-09-07T06:38:41.8554680Z ================= ==================================================== 2025-09-07T06:38:41.8554900Z Linear / Identity :math:`1` 2025-09-07T06:38:41.8555080Z Conv{1,2,3}D :math:`1` 2025-09-07T06:38:41.8555240Z Sigmoid :math:`1` 2025-09-07T06:38:41.8555420Z Tanh :math:`\frac{5}{3}` 2025-09-07T06:38:41.8555620Z ReLU :math:`\sqrt{2}` 2025-09-07T06:38:41.8555870Z Leaky Relu :math:`\sqrt{\frac{2}{1 + \text{negative\_slope}^2}}` 2025-09-07T06:38:41.8556130Z SELU :math:`\frac{3}{4}` 2025-09-07T06:38:41.8556340Z ================= ==================================================== 2025-09-07T06:38:41.8556540Z 2025-09-07T06:38:41.8556600Z .. warning:: 2025-09-07T06:38:41.8556800Z In order to implement `Self-Normalizing Neural Networks`_ , 2025-09-07T06:38:41.8557150Z you should use ``nonlinearity='linear'`` instead of ``nonlinearity='selu'``. 2025-09-07T06:38:41.8557510Z This gives the initial weights a variance of ``1 / N``, 2025-09-07T06:38:41.8557840Z which is necessary to induce a stable fixed point in the forward pass. 2025-09-07T06:38:41.8558190Z In contrast, the default gain for ``SELU`` sacrifices the normalization 2025-09-07T06:38:41.8558510Z effect for more stable gradient flow in rectangular layers. 2025-09-07T06:38:41.8558690Z 2025-09-07T06:38:41.8558740Z Args: 2025-09-07T06:38:41.8558930Z nonlinearity: the non-linear function (`nn.functional` name) 2025-09-07T06:38:41.8559220Z param: optional parameter for the non-linear function 2025-09-07T06:38:41.8559400Z 2025-09-07T06:38:41.8559450Z Examples: 2025-09-07T06:38:41.8559590Z >>> gain = nn.init.calculate_gain( 2025-09-07T06:38:41.8559780Z ... "leaky_relu", 0.2 2025-09-07T06:38:41.8559970Z ... ) # leaky_relu with negative_slope=0.2 2025-09-07T06:38:41.8560120Z 2025-09-07T06:38:41.8560420Z .. _Self-Normalizing Neural Networks: https://papers.nips.cc/paper/2017/hash/5d44ee6f2c3f71b73125876103c8f6c4-Abstract.html 2025-09-07T06:38:41.8560860Z 2025-09-07T06:38:41.8561080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8561300Z 2025-09-07T06:38:41.8561750Z msg = Cannot scrape callname=DistributedDataParallel.join in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=1766. 2025-09-07T06:38:41.8562490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8562730Z 2025-09-07T06:38:41.8562870Z Context manager for training with uneven inputs across processes in DDP. 2025-09-07T06:38:41.8563080Z 2025-09-07T06:38:41.8563220Z This context manager will keep track of already-joined DDP processes, 2025-09-07T06:38:41.8563550Z and "shadow" the forward and backward passes by inserting collective 2025-09-07T06:38:41.8563880Z communication operations to match with the ones created by non-joined 2025-09-07T06:38:41.8564220Z DDP processes. This will ensure each collective call has a corresponding 2025-09-07T06:38:41.8564560Z call by already-joined DDP processes, preventing hangs or errors that 2025-09-07T06:38:41.8564880Z would otherwise happen when training with uneven inputs across 2025-09-07T06:38:41.8565220Z processes. Alternatively, if the flag ``throw_on_early_termination`` is 2025-09-07T06:38:41.8565550Z specified to be ``True``, all trainers will throw an error once one rank 2025-09-07T06:38:41.8565870Z runs out of inputs, allowing these errors to be caught and handled 2025-09-07T06:38:41.8566210Z according to application logic. 2025-09-07T06:38:41.8566330Z 2025-09-07T06:38:41.8566470Z Once all DDP processes have joined, the context manager will broadcast 2025-09-07T06:38:41.8566800Z the model corresponding to the last joined process to all processes to 2025-09-07T06:38:41.8567080Z ensure the model is the same across all processes 2025-09-07T06:38:41.8567290Z (which is guaranteed by DDP). 2025-09-07T06:38:41.8567410Z 2025-09-07T06:38:41.8567540Z To use this to enable training with uneven inputs across processes, 2025-09-07T06:38:41.8567860Z simply wrap this context manager around your training loop. No further 2025-09-07T06:38:41.8568170Z modifications to the model or data loading is required. 2025-09-07T06:38:41.8568340Z 2025-09-07T06:38:41.8568390Z .. warning:: 2025-09-07T06:38:41.8568590Z If the model or training loop this context manager is wrapped around 2025-09-07T06:38:41.8568890Z has additional distributed collective operations, such as 2025-09-07T06:38:41.8569180Z ``SyncBatchNorm`` in the model's forward pass, then the flag 2025-09-07T06:38:41.8569520Z ``throw_on_early_termination`` must be enabled. This is because this 2025-09-07T06:38:41.8569840Z context manager is not aware of non-DDP collective communication. 2025-09-07T06:38:41.8570140Z This flag will cause all ranks to throw when any one rank 2025-09-07T06:38:41.8570460Z exhausts inputs, allowing these errors to be caught and recovered 2025-09-07T06:38:41.8570710Z from across all ranks. 2025-09-07T06:38:41.8570820Z 2025-09-07T06:38:41.8570870Z Args: 2025-09-07T06:38:41.8571050Z divide_by_initial_world_size (bool): If ``True``, will divide 2025-09-07T06:38:41.8571360Z gradients by the initial ``world_size`` DDP training was launched 2025-09-07T06:38:41.8571650Z with. If ``False``, will compute the effective world size 2025-09-07T06:38:41.8571930Z (number of ranks that have not depleted their inputs yet) and 2025-09-07T06:38:41.8572200Z divide gradients by that during allreduce. Set 2025-09-07T06:38:41.8572480Z ``divide_by_initial_world_size=True`` to ensure every input 2025-09-07T06:38:41.8572790Z sample including the uneven inputs have equal weight in terms of 2025-09-07T06:38:41.8573090Z how much they contribute to the global gradient. This is 2025-09-07T06:38:41.8573360Z achieved by always dividing the gradient by the initial 2025-09-07T06:38:41.8573650Z ``world_size`` even when we encounter uneven inputs. If you set 2025-09-07T06:38:41.8573940Z this to ``False``, we divide the gradient by the remaining 2025-09-07T06:38:41.8574240Z number of nodes. This ensures parity with training on a smaller 2025-09-07T06:38:41.8574550Z ``world_size`` although it also means the uneven inputs would 2025-09-07T06:38:41.8574850Z contribute more towards the global gradient. Typically, you 2025-09-07T06:38:41.8575210Z would want to set this to ``True`` for cases where the last few 2025-09-07T06:38:41.8575520Z inputs of your training job are uneven. In extreme cases, where 2025-09-07T06:38:41.8575820Z there is a large discrepancy in the number of inputs, setting 2025-09-07T06:38:41.8576100Z this to ``False`` might provide better results. 2025-09-07T06:38:41.8576390Z enable (bool): Whether to enable uneven input detection or not. Pass 2025-09-07T06:38:41.8576690Z in ``enable=False`` to disable in cases where you know that 2025-09-07T06:38:41.8576980Z inputs are even across participating processes. Default is 2025-09-07T06:38:41.8577200Z ``True``. 2025-09-07T06:38:41.8577400Z throw_on_early_termination (bool): Whether to throw an error 2025-09-07T06:38:41.8577690Z or continue training when at least one rank has exhausted 2025-09-07T06:38:41.8577970Z inputs. If ``True``, will throw upon the first rank reaching end 2025-09-07T06:38:41.8578260Z of data. If ``False``, will continue training with a smaller 2025-09-07T06:38:41.8578590Z effective world size until all ranks are joined. Note that if 2025-09-07T06:38:41.8578850Z this flag is specified, then the flag 2025-09-07T06:38:41.8579100Z ``divide_by_initial_world_size`` would be ignored. Default 2025-09-07T06:38:41.8579320Z is ``False``. 2025-09-07T06:38:41.8579420Z 2025-09-07T06:38:41.8579420Z 2025-09-07T06:38:41.8579470Z Example:: 2025-09-07T06:38:41.8579540Z 2025-09-07T06:38:41.8579610Z >>> # xdoctest: +SKIP("Distributed") 2025-09-07T06:38:41.8579780Z >>> import torch 2025-09-07T06:38:41.8579940Z >>> import torch.distributed as dist 2025-09-07T06:38:41.8580120Z >>> import os 2025-09-07T06:38:41.8580280Z >>> import torch.multiprocessing as mp 2025-09-07T06:38:41.8580460Z >>> import torch.nn as nn 2025-09-07T06:38:41.8580660Z >>> # On each spawned worker 2025-09-07T06:38:41.8587100Z >>> def worker(rank): 2025-09-07T06:38:41.8587340Z >>> dist.init_process_group("nccl", rank=rank, world_size=2) 2025-09-07T06:38:41.8587580Z >>> torch.cuda.set_device(rank) 2025-09-07T06:38:41.8587890Z >>> model = nn.Linear(1, 1, bias=False).to(rank) 2025-09-07T06:38:41.8588150Z >>> model = torch.nn.parallel.DistributedDataParallel( 2025-09-07T06:38:41.8588420Z >>> model, device_ids=[rank], output_device=rank 2025-09-07T06:38:41.8588610Z >>> ) 2025-09-07T06:38:41.8588810Z >>> # Rank 1 gets one more input than rank 0. 2025-09-07T06:38:41.8589070Z >>> inputs = [torch.tensor([1]).float() for _ in range(10 + rank)] 2025-09-07T06:38:41.8589320Z >>> with model.join(): 2025-09-07T06:38:41.8589490Z >>> for _ in range(5): 2025-09-07T06:38:41.8589670Z >>> for inp in inputs: 2025-09-07T06:38:41.8589860Z >>> loss = model(inp).sum() 2025-09-07T06:38:41.8590050Z >>> loss.backward() 2025-09-07T06:38:41.8590300Z >>> # Without the join() API, the below synchronization will hang 2025-09-07T06:38:41.8590580Z >>> # blocking for rank 1's allreduce to complete. 2025-09-07T06:38:41.8590810Z >>> torch.cuda.synchronize(device=rank) 2025-09-07T06:38:41.8590950Z 2025-09-07T06:38:41.8591100Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8591320Z 2025-09-07T06:38:41.8591810Z msg = Cannot scrape callname=DistributedDataParallel._register_fused_optim in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=2057. 2025-09-07T06:38:41.8592520Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8592750Z 2025-09-07T06:38:41.8592930Z Register an optimizer in DDP to optimize parameter immediately after its gradient reduction. 2025-09-07T06:38:41.8593190Z 2025-09-07T06:38:41.8593310Z Registers an optimizer with DDP such that the optimization for a 2025-09-07T06:38:41.8593660Z parameter will run immediately when that parameter's gradient is 2025-09-07T06:38:41.8593980Z finished with reduction, instead of waiting for all parameters' 2025-09-07T06:38:41.8594310Z gradients to finish reduction. This can result in a training speedup 2025-09-07T06:38:41.8594640Z depending on your workload since the optimizer can run while gradient 2025-09-07T06:38:41.8594980Z reduction for other parameters are still ongoing. In addition, this has 2025-09-07T06:38:41.8595330Z the potential to reduce peak memory consumption during training, as it 2025-09-07T06:38:41.8595650Z only needs to load the per-parameter optimizer states of a single 2025-09-07T06:38:41.8595970Z parameter at a time, instead of loading all per-parameter optimizer 2025-09-07T06:38:41.8596210Z states at once. 2025-09-07T06:38:41.8596290Z 2025-09-07T06:38:41.8596340Z Args: 2025-09-07T06:38:41.8596520Z optim (Type): a ``torch.optim.Optimizer`` class to be registered 2025-09-07T06:38:41.8596760Z as a fused optimizer. 2025-09-07T06:38:41.8597010Z *args (Sequence[Any]): Arguments to forward to `optim`. 2025-09-07T06:38:41.8597310Z optim_params (Optional[Iterable[torch.Tensor]]): Set of parameters 2025-09-07T06:38:41.8597670Z to optimize, similar to `params` argument of traditional `torch.optim` 2025-09-07T06:38:41.8598010Z Optimizers. If this is omitted, all DDP model parameters will be 2025-09-07T06:38:41.8598250Z optimized. 2025-09-07T06:38:41.8598480Z **kwargs: (Dict[str, Any]): Keyword arguments to forward to `optim`. 2025-09-07T06:38:41.8598660Z 2025-09-07T06:38:41.8598710Z .. warning :: 2025-09-07T06:38:41.8598920Z _register_fused_optim should only be called once on a DDP instance, 2025-09-07T06:38:41.8599240Z and registering multiple fused optimizers for the same DDP model 2025-09-07T06:38:41.8599540Z is not currently supported. Please ping 2025-09-07T06:38:41.8599820Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-09-07T06:38:41.8600070Z for your use case. 2025-09-07T06:38:41.8600170Z 2025-09-07T06:38:41.8600210Z .. warning :: 2025-09-07T06:38:41.8600490Z _register_fused_optim and register_comm_hook currently do not 2025-09-07T06:38:41.8600800Z compose together, meaning that custom DDP communication hooks are 2025-09-07T06:38:41.8601100Z not supported with overlapped optimizers. Please ping 2025-09-07T06:38:41.8601400Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-09-07T06:38:41.8601650Z for your use case. 2025-09-07T06:38:41.8601780Z 2025-09-07T06:38:41.8601830Z .. warning :: 2025-09-07T06:38:41.8602040Z Gradient accumulation and DDP `no_sync` are currently not supported 2025-09-07T06:38:41.8602310Z with overlapped optimizer. Please ping 2025-09-07T06:38:41.8602580Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-09-07T06:38:41.8602840Z for your use case. 2025-09-07T06:38:41.8602930Z 2025-09-07T06:38:41.8602970Z Example:: 2025-09-07T06:38:41.8603040Z 2025-09-07T06:38:41.8603120Z >>> # xdoctest: +SKIP("No rendezvous handler") 2025-09-07T06:38:41.8603450Z >>> torch.distributed.init_process_group(backend='nccl', world_size=4, init_method='...') 2025-09-07T06:38:41.8603830Z >>> net = torch.nn.parallel.DistributedDataParallel(model, pg) 2025-09-07T06:38:41.8604060Z >>> lr = 1e-2 2025-09-07T06:38:41.8604190Z >>> betas = (0.9, 0.99) 2025-09-07T06:38:41.8604340Z >>> eps = 1e-6 2025-09-07T06:38:41.8604560Z >>> net._register_fused_optim(torch.optim.Adam, lr, betas=betas, eps=eps) 2025-09-07T06:38:41.8604840Z >>> # Example with subset of parameters 2025-09-07T06:38:41.8605050Z >>> params_to_opt = [list(net.parameters())[0]] 2025-09-07T06:38:41.8605260Z >>> net._register_fused_optim( 2025-09-07T06:38:41.8605520Z ... torch.optim.Adam, lr, optim_params=params_to_opt, betas=betas, eps=eps 2025-09-07T06:38:41.8605770Z ... ) 2025-09-07T06:38:41.8605830Z 2025-09-07T06:38:41.8605980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8648100Z 2025-09-07T06:38:41.8648610Z msg = Cannot scrape callname=register_parametrization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrize.py line=424. 2025-09-07T06:38:41.8649280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8649610Z Register a parametrization to a tensor in a module. 2025-09-07T06:38:41.8649770Z 2025-09-07T06:38:41.8649950Z Assume that ``tensor_name="weight"`` for simplicity. When accessing ``module.weight``, 2025-09-07T06:38:41.8650360Z the module will return the parametrized version ``parametrization(module.weight)``. 2025-09-07T06:38:41.8650760Z If the original tensor requires a gradient, the backward pass will differentiate 2025-09-07T06:38:41.8651160Z through :attr:`parametrization`, and the optimizer will update the tensor accordingly. 2025-09-07T06:38:41.8651400Z 2025-09-07T06:38:41.8651590Z The first time that a module registers a parametrization, this function will add an attribute 2025-09-07T06:38:41.8652050Z ``parametrizations`` to the module of type :class:`~ParametrizationList`. 2025-09-07T06:38:41.8652270Z 2025-09-07T06:38:41.8652430Z The list of parametrizations on the tensor ``weight`` will be accessible under 2025-09-07T06:38:41.8652720Z ``module.parametrizations.weight``. 2025-09-07T06:38:41.8652860Z 2025-09-07T06:38:41.8652940Z The original tensor will be accessible under 2025-09-07T06:38:41.8653180Z ``module.parametrizations.weight.original``. 2025-09-07T06:38:41.8653340Z 2025-09-07T06:38:41.8653490Z Parametrizations may be concatenated by registering several parametrizations 2025-09-07T06:38:41.8653780Z on the same attribute. 2025-09-07T06:38:41.8653880Z 2025-09-07T06:38:41.8654030Z The training mode of a registered parametrization is updated on registration 2025-09-07T06:38:41.8654320Z to match the training mode of the host module 2025-09-07T06:38:41.8654470Z 2025-09-07T06:38:41.8654680Z Parametrized parameters and buffers have an inbuilt caching system that can be activated 2025-09-07T06:38:41.8655040Z using the context manager :func:`cached`. 2025-09-07T06:38:41.8655190Z 2025-09-07T06:38:41.8655330Z A :attr:`parametrization` may optionally implement a method with signature 2025-09-07T06:38:41.8655550Z 2025-09-07T06:38:41.8655610Z .. code-block:: python 2025-09-07T06:38:41.8655710Z 2025-09-07T06:38:41.8655870Z def right_inverse(self, X: Tensor) -> Union[Tensor, Sequence[Tensor]] 2025-09-07T06:38:41.8656070Z 2025-09-07T06:38:41.8656230Z This method is called on the unparametrized tensor when the first parametrization 2025-09-07T06:38:41.8656590Z is registered to compute the initial value of the original tensor. 2025-09-07T06:38:41.8656970Z If this method is not implemented, the original tensor will be just the unparametrized tensor. 2025-09-07T06:38:41.8657220Z 2025-09-07T06:38:41.8657410Z If all the parametrizations registered on a tensor implement `right_inverse` it is possible 2025-09-07T06:38:41.8657840Z to initialize a parametrized tensor by assigning to it, as shown in the example below. 2025-09-07T06:38:41.8658080Z 2025-09-07T06:38:41.8658220Z It is possible for the first parametrization to depend on several inputs. 2025-09-07T06:38:41.8658570Z This may be implemented returning a tuple of tensors from ``right_inverse`` 2025-09-07T06:38:41.8658930Z (see the example implementation of a ``RankOne`` parametrization below). 2025-09-07T06:38:41.8659140Z 2025-09-07T06:38:41.8659340Z In this case, the unconstrained tensors are also located under ``module.parametrizations.weight`` 2025-09-07T06:38:41.8659690Z with names ``original0``, ``original1``,... 2025-09-07T06:38:41.8659830Z 2025-09-07T06:38:41.8659880Z .. note:: 2025-09-07T06:38:41.8659950Z 2025-09-07T06:38:41.8660120Z If unsafe=False (default) both the forward and right_inverse methods will be called 2025-09-07T06:38:41.8660470Z once to perform a number of consistency checks. 2025-09-07T06:38:41.8660790Z If unsafe=True, then right_inverse will be called if the tensor is not parametrized, 2025-09-07T06:38:41.8661090Z and nothing will be called otherwise. 2025-09-07T06:38:41.8661230Z 2025-09-07T06:38:41.8661270Z .. note:: 2025-09-07T06:38:41.8661350Z 2025-09-07T06:38:41.8661470Z In most situations, ``right_inverse`` will be a function such that 2025-09-07T06:38:41.8661730Z ``forward(right_inverse(X)) == X`` (see 2025-09-07T06:38:41.8662050Z `right inverse `_). 2025-09-07T06:38:41.8662440Z Sometimes, when the parametrization is not surjective, it may be reasonable 2025-09-07T06:38:41.8662720Z to relax this. 2025-09-07T06:38:41.8662810Z 2025-09-07T06:38:41.8662860Z .. warning:: 2025-09-07T06:38:41.8662940Z 2025-09-07T06:38:41.8663110Z If a parametrization depends on several inputs, :func:`~register_parametrization` 2025-09-07T06:38:41.8663560Z will register a number of new parameters. If such parametrization is registered 2025-09-07T06:38:41.8663940Z after the optimizer is created, these new parameters will need to be added manually 2025-09-07T06:38:41.8664290Z to the optimizer. See :meth:`torch.Optimizer.add_param_group`. 2025-09-07T06:38:41.8664480Z 2025-09-07T06:38:41.8664520Z Args: 2025-09-07T06:38:41.8664720Z module (nn.Module): module on which to register the parametrization 2025-09-07T06:38:41.8665050Z tensor_name (str): name of the parameter or buffer on which to register 2025-09-07T06:38:41.8665310Z the parametrization 2025-09-07T06:38:41.8665540Z parametrization (nn.Module): the parametrization to register 2025-09-07T06:38:41.8665780Z Keyword args: 2025-09-07T06:38:41.8666000Z unsafe (bool): a boolean flag that denotes whether the parametrization 2025-09-07T06:38:41.8666330Z may change the dtype and shape of the tensor. Default: `False` 2025-09-07T06:38:41.8666670Z Warning: the parametrization is not checked for consistency upon registration. 2025-09-07T06:38:41.8667020Z Enable this flag at your own risk. 2025-09-07T06:38:41.8667160Z 2025-09-07T06:38:41.8667200Z Raises: 2025-09-07T06:38:41.8667450Z ValueError: if the module does not have a parameter or a buffer named :attr:`tensor_name` 2025-09-07T06:38:41.8667690Z 2025-09-07T06:38:41.8667750Z Examples: 2025-09-07T06:38:41.8667920Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-09-07T06:38:41.8668120Z >>> import torch 2025-09-07T06:38:41.8668280Z >>> import torch.nn as nn 2025-09-07T06:38:41.8668480Z >>> import torch.nn.utils.parametrize as P 2025-09-07T06:38:41.8668670Z >>> 2025-09-07T06:38:41.8668800Z >>> class Symmetric(nn.Module): 2025-09-07T06:38:41.8668990Z >>> def forward(self, X): 2025-09-07T06:38:41.8669220Z >>> return X.triu() + X.triu(1).T # Return a symmetric matrix 2025-09-07T06:38:41.8669440Z >>> 2025-09-07T06:38:41.8669570Z >>> def right_inverse(self, A): 2025-09-07T06:38:41.8669760Z >>> return A.triu() 2025-09-07T06:38:41.8669920Z >>> 2025-09-07T06:38:41.8670040Z >>> m = nn.Linear(5, 5) 2025-09-07T06:38:41.8670250Z >>> P.register_parametrization(m, "weight", Symmetric()) 2025-09-07T06:38:41.8670570Z >>> print(torch.allclose(m.weight, m.weight.T)) # m.weight is now symmetric 2025-09-07T06:38:41.8670830Z True 2025-09-07T06:38:41.8670960Z >>> A = torch.rand(5, 5) 2025-09-07T06:38:41.8671130Z >>> A = A + A.T # A is now symmetric 2025-09-07T06:38:41.8671390Z >>> m.weight = A # Initialize the weight to be the symmetric matrix A 2025-09-07T06:38:41.8671650Z >>> print(torch.allclose(m.weight, A)) 2025-09-07T06:38:41.8671830Z True 2025-09-07T06:38:41.8671900Z 2025-09-07T06:38:41.8672000Z >>> class RankOne(nn.Module): 2025-09-07T06:38:41.8672190Z >>> def forward(self, x, y): 2025-09-07T06:38:41.8672400Z >>> # Form a rank 1 matrix multiplying two vectors 2025-09-07T06:38:41.8672640Z >>> return x.unsqueeze(-1) @ y.unsqueeze(-2) 2025-09-07T06:38:41.8672830Z >>> 2025-09-07T06:38:41.8672960Z >>> def right_inverse(self, Z): 2025-09-07T06:38:41.8673190Z >>> # Project Z onto the rank 1 matrices 2025-09-07T06:38:41.8673460Z >>> U, S, Vh = torch.linalg.svd(Z, full_matrices=False) 2025-09-07T06:38:41.8673720Z >>> # Return rescaled singular vectors 2025-09-07T06:38:41.8673930Z >>> s0_sqrt = S[0].sqrt().unsqueeze(-1) 2025-09-07T06:38:41.8674190Z >>> return U[..., :, 0] * s0_sqrt, Vh[..., 0, :] * s0_sqrt 2025-09-07T06:38:41.8674390Z >>> 2025-09-07T06:38:41.8674550Z >>> linear_rank_one = P.register_parametrization( 2025-09-07T06:38:41.8674780Z ... nn.Linear(4, 4), "weight", RankOne() 2025-09-07T06:38:41.8675030Z ... ) 2025-09-07T06:38:41.8675230Z >>> print(torch.linalg.matrix_rank(linear_rank_one.weight).item()) 2025-09-07T06:38:41.8675470Z 1 2025-09-07T06:38:41.8675530Z 2025-09-07T06:38:41.8675580Z 2025-09-07T06:38:41.8675790Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8676000Z 2025-09-07T06:38:41.8676450Z msg = Cannot scrape callname=convert_conv2d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=14. 2025-09-07T06:38:41.8677110Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8677460Z Convert ``memory_format`` of ``nn.Conv2d.weight`` to ``memory_format``. 2025-09-07T06:38:41.8677660Z 2025-09-07T06:38:41.8677830Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-09-07T06:38:41.8678220Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-09-07T06:38:41.8678650Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-09-07T06:38:41.8679060Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-09-07T06:38:41.8679310Z 2025-09-07T06:38:41.8679350Z .. note:: 2025-09-07T06:38:41.8679700Z Calling ``model.to(memory_format=torch.channels_last)`` is more aggressive 2025-09-07T06:38:41.8680050Z than the utility function ``convert_conv2d_weight_memory_format``. Any 2025-09-07T06:38:41.8680380Z layer with 4d weight will be affected by ``model.to``, which does not 2025-09-07T06:38:41.8680710Z necessarily benefit from conversion to specified ``memory_format``. 2025-09-07T06:38:41.8681050Z One place we are confident in is that NHWC(channels_last) conversion for 2025-09-07T06:38:41.8681380Z convolution in cuDNN, as it is beneficial to run convolution in NHWC, 2025-09-07T06:38:41.8681710Z even in cases where we have to apply permutation to input tensors. 2025-09-07T06:38:41.8681900Z 2025-09-07T06:38:41.8682040Z Hence our strategy here is to convert only the weight of convolution to 2025-09-07T06:38:41.8682310Z channels_last. This ensures that; 2025-09-07T06:38:41.8682570Z 1. Fast convolution kernels will be used, the benefit of which could 2025-09-07T06:38:41.8682910Z outweigh overhead of permutation (if input is not in the same format). 2025-09-07T06:38:41.8683260Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-09-07T06:38:41.8683520Z from memory_format conversion. 2025-09-07T06:38:41.8683650Z 2025-09-07T06:38:41.8683790Z The optimal case is that, layers between convolution layers are channels 2025-09-07T06:38:41.8684130Z last compatible. Input tensor would be permuted to channels last when it 2025-09-07T06:38:41.8684520Z encounters the first convolution layer and stay in that memory format. 2025-09-07T06:38:41.8684870Z Hence following convolutions will not need to permute its input tensor. 2025-09-07T06:38:41.8685080Z 2025-09-07T06:38:41.8685220Z In case where a channels last incompatible layer is between convolution 2025-09-07T06:38:41.8685550Z layers, we need to permute the input tensor back to contiguous format 2025-09-07T06:38:41.8685880Z for that layer. The input tensor will go through the remaining layers in 2025-09-07T06:38:41.8686220Z contiguous format and be permuted to channels last when it encounters 2025-09-07T06:38:41.8686550Z another convolution layer. There's no point in propagating that 2025-09-07T06:38:41.8686870Z permutation to an earlier layer, as most layers are quite agnostic to 2025-09-07T06:38:41.8687120Z ``memory_format``. 2025-09-07T06:38:41.8687220Z 2025-09-07T06:38:41.8687360Z This claim might change when PyTorch supports fusion of permutation, as 2025-09-07T06:38:41.8687740Z there might have been a better spot to fuse the permutation other than 2025-09-07T06:38:41.8688010Z immediately before a convolution. 2025-09-07T06:38:41.8688140Z 2025-09-07T06:38:41.8688180Z Args: 2025-09-07T06:38:41.8688390Z module (nn.Module): ``nn.Conv2d`` & ``nn.ConvTranspose2d`` or container 2025-09-07T06:38:41.8688640Z ``nn.Module`` 2025-09-07T06:38:41.8688860Z memory_format: user specified ``memory_format``, 2025-09-07T06:38:41.8689120Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-09-07T06:38:41.8689300Z 2025-09-07T06:38:41.8689350Z Returns: 2025-09-07T06:38:41.8689510Z The original module with updated ``nn.Conv2d`` 2025-09-07T06:38:41.8689660Z 2025-09-07T06:38:41.8689700Z Example: 2025-09-07T06:38:41.8689860Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:41.8690100Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-09-07T06:38:41.8690320Z >>> input = torch.randint( 2025-09-07T06:38:41.8690580Z ... 1, 10, (2, 8, 4, 4), dtype=torch.float16, device="cuda" 2025-09-07T06:38:41.8690790Z ... ) 2025-09-07T06:38:41.8690920Z >>> model = nn.Sequential( 2025-09-07T06:38:41.8691110Z >>> nn.Conv2d(8, 4, 3)).cuda().half() 2025-09-07T06:38:41.8691300Z >>> # This is identical to: 2025-09-07T06:38:41.8691590Z >>> # nn.utils.convert_conv2d_weight_memory_format(model, torch.channels_last) 2025-09-07T06:38:41.8691910Z >>> model = nn.utils.convert_conv2d_weight_memory_format( 2025-09-07T06:38:41.8692140Z ... model, torch.channels_last 2025-09-07T06:38:41.8692310Z ... ) 2025-09-07T06:38:41.8692430Z >>> out = model(input) 2025-09-07T06:38:41.8692580Z 2025-09-07T06:38:41.8692790Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8927830Z 2025-09-07T06:38:41.8928490Z msg = Cannot scrape callname=convert_conv3d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=93. 2025-09-07T06:38:41.8929180Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8929540Z Convert ``memory_format`` of ``nn.Conv3d.weight`` to ``memory_format`` 2025-09-07T06:38:41.8929920Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-09-07T06:38:41.8930330Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-09-07T06:38:41.8930730Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-09-07T06:38:41.8931160Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-09-07T06:38:41.8931410Z 2025-09-07T06:38:41.8931460Z .. note:: 2025-09-07T06:38:41.8931820Z Calling ``model.to(memory_format=torch.channels_last_3d)`` is more aggressive 2025-09-07T06:38:41.8932180Z than the utility function ``convert_conv3d_weight_memory_format``. Any 2025-09-07T06:38:41.8932510Z layer with 4d weight will be affected by ``model.to``, which does not 2025-09-07T06:38:41.8932880Z necessarily benefit from conversion to specified ``memory_format``. 2025-09-07T06:38:41.8933220Z One place we are confident in is that NDHWC(channels_last_3d) conversion for 2025-09-07T06:38:41.8933590Z convolution in cuDNN, as it is beneficial to run convolution in NDHWC, 2025-09-07T06:38:41.8933910Z even in cases where we have to apply permutation to input tensors. 2025-09-07T06:38:41.8934110Z 2025-09-07T06:38:41.8934250Z Hence our strategy here is to convert only the weight of convolution to 2025-09-07T06:38:41.8934520Z channels_last_3d. This ensures that; 2025-09-07T06:38:41.8934790Z 1. Fast convolution kernels will be used, the benefit of which could 2025-09-07T06:38:41.8935190Z outweigh overhead of permutation (if input is not in the same format). 2025-09-07T06:38:41.8935540Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-09-07T06:38:41.8935800Z from memory_format conversion. 2025-09-07T06:38:41.8935940Z 2025-09-07T06:38:41.8936070Z The optimal case is that, layers between convolution layers are channels 2025-09-07T06:38:41.8936410Z last compatible. Input tensor would be permuted to channels last when it 2025-09-07T06:38:41.8936760Z encounters the first convolution layer and stay in that memory format. 2025-09-07T06:38:41.8937110Z Hence following convolutions will not need to permute its input tensor. 2025-09-07T06:38:41.8937320Z 2025-09-07T06:38:41.8937460Z In case where a channels last incompatible layer is between convolution 2025-09-07T06:38:41.8937790Z layers, we need to permute the input tensor back to contiguous format 2025-09-07T06:38:41.8938120Z for that layer. The input tensor will go through the remaining layers in 2025-09-07T06:38:41.8938510Z contiguous format and be permuted to channels last when it encounters 2025-09-07T06:38:41.8944520Z another convolution layer. There's no point in propagating that 2025-09-07T06:38:41.8944860Z permutation to an earlier layer, as most layers are quite agnostic to 2025-09-07T06:38:41.8945110Z ``memory_format``. 2025-09-07T06:38:41.8945220Z 2025-09-07T06:38:41.8945410Z This claim might change when PyTorch supports fusion of permutation, as 2025-09-07T06:38:41.8945770Z there might have been a better spot to fuse the permutation other than 2025-09-07T06:38:41.8946040Z immediately before a convolution. 2025-09-07T06:38:41.8946180Z 2025-09-07T06:38:41.8946220Z Args: 2025-09-07T06:38:41.8946420Z module (nn.Module): ``nn.Conv3d`` & ``nn.ConvTranspose3d`` or container 2025-09-07T06:38:41.8946680Z ``nn.Module`` 2025-09-07T06:38:41.8946900Z memory_format: user specified ``memory_format``, 2025-09-07T06:38:41.8947170Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-09-07T06:38:41.8947350Z 2025-09-07T06:38:41.8947390Z Returns: 2025-09-07T06:38:41.8947560Z The original module with updated ``nn.Conv3d`` 2025-09-07T06:38:41.8947710Z 2025-09-07T06:38:41.8947750Z Example: 2025-09-07T06:38:41.8947910Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:41.8948210Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-09-07T06:38:41.8948430Z >>> input = torch.randint( 2025-09-07T06:38:41.8948640Z ... 1, 10, (2, 8, 4, 4, 4), dtype=torch.float16, device="cuda" 2025-09-07T06:38:41.8948850Z ... ) 2025-09-07T06:38:41.8948980Z >>> model = nn.Sequential( 2025-09-07T06:38:41.8949170Z >>> nn.Conv3d(8, 4, 3)).cuda().half() 2025-09-07T06:38:41.8949360Z >>> # This is identical to: 2025-09-07T06:38:41.8949670Z >>> # nn.utils.convert_conv3d_weight_memory_format(model, torch.channels_last_3d) 2025-09-07T06:38:41.8950010Z >>> model = nn.utils.convert_conv3d_weight_memory_format( 2025-09-07T06:38:41.8950240Z ... model, torch.channels_last_3d 2025-09-07T06:38:41.8950420Z ... ) 2025-09-07T06:38:41.8950550Z >>> out = model(input) 2025-09-07T06:38:41.8950700Z 2025-09-07T06:38:41.8950920Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8951130Z 2025-09-07T06:38:41.8951520Z msg = Cannot scrape callname=ln_structured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py line=979. 2025-09-07T06:38:41.8952110Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8952520Z Prune tensor by removing channels with the lowest L\ ``n``-norm along the specified dimension. 2025-09-07T06:38:41.8952770Z 2025-09-07T06:38:41.8952910Z Prunes tensor corresponding to parameter called ``name`` in ``module`` 2025-09-07T06:38:41.8953310Z by removing the specified ``amount`` of (currently unpruned) channels 2025-09-07T06:38:41.8953610Z along the specified ``dim`` with the lowest L\ ``n``-norm. 2025-09-07T06:38:41.8953900Z Modifies module in place (and also return the modified module) 2025-09-07T06:38:41.8954130Z by: 2025-09-07T06:38:41.8954200Z 2025-09-07T06:38:41.8954330Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-09-07T06:38:41.8954650Z binary mask applied to the parameter ``name`` by the pruning method. 2025-09-07T06:38:41.8954980Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-09-07T06:38:41.8955300Z original (unpruned) parameter is stored in a new parameter named 2025-09-07T06:38:41.8955540Z ``name+'_orig'``. 2025-09-07T06:38:41.8955640Z 2025-09-07T06:38:41.8955690Z Args: 2025-09-07T06:38:41.8955860Z module (nn.Module): module containing the tensor to prune 2025-09-07T06:38:41.8956160Z name (str): parameter name within ``module`` on which pruning 2025-09-07T06:38:41.8956410Z will act. 2025-09-07T06:38:41.8956610Z amount (int or float): quantity of parameters to prune. 2025-09-07T06:38:41.8956890Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-09-07T06:38:41.8957180Z fraction of parameters to prune. If ``int``, it represents the 2025-09-07T06:38:41.8957470Z absolute number of parameters to prune. 2025-09-07T06:38:41.8957740Z n (int, float, inf, -inf, 'fro', 'nuc'): See documentation of valid 2025-09-07T06:38:41.8958030Z entries for argument ``p`` in :func:`torch.norm`. 2025-09-07T06:38:41.8958320Z dim (int): index of the dim along which we define channels to prune. 2025-09-07T06:38:41.8958650Z importance_scores (torch.Tensor): tensor of importance scores (of same 2025-09-07T06:38:41.8958970Z shape as module parameter) used to compute mask for pruning. 2025-09-07T06:38:41.8959300Z The values in this tensor indicate the importance of the corresponding 2025-09-07T06:38:41.8959580Z elements in the parameter being pruned. 2025-09-07T06:38:41.8959860Z If unspecified or None, the module parameter will be used in its place. 2025-09-07T06:38:41.8960070Z 2025-09-07T06:38:41.8960110Z Returns: 2025-09-07T06:38:41.8960320Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-09-07T06:38:41.8960520Z 2025-09-07T06:38:41.8960570Z Examples: 2025-09-07T06:38:41.8960710Z >>> from torch.nn.utils import prune 2025-09-07T06:38:41.8960910Z >>> m = prune.ln_structured( 2025-09-07T06:38:41.8961140Z ... nn.Conv2d(5, 3, 2), "weight", amount=0.3, dim=1, n=float("-inf") 2025-09-07T06:38:41.8961360Z ... ) 2025-09-07T06:38:41.8961480Z 2025-09-07T06:38:41.8961760Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.8961980Z 2025-09-07T06:38:41.8962370Z msg = Cannot scrape callname=global_unstructured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1026. 2025-09-07T06:38:41.8962980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.8963200Z 2025-09-07T06:38:41.8963460Z Globally prunes tensors corresponding to all parameters in ``parameters`` by applying the specified ``pruning_method``. 2025-09-07T06:38:41.8963770Z 2025-09-07T06:38:41.8963840Z Modifies modules in place by: 2025-09-07T06:38:41.8963950Z 2025-09-07T06:38:41.8964080Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-09-07T06:38:41.8964440Z binary mask applied to the parameter ``name`` by the pruning method. 2025-09-07T06:38:41.8964760Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-09-07T06:38:41.8965080Z original (unpruned) parameter is stored in a new parameter named 2025-09-07T06:38:41.8965350Z ``name+'_orig'``. 2025-09-07T06:38:41.8965450Z 2025-09-07T06:38:41.8965490Z Args: 2025-09-07T06:38:41.8965670Z parameters (Iterable of (module, name) tuples): parameters of 2025-09-07T06:38:41.8965980Z the model to prune in a global fashion, i.e. by aggregating all 2025-09-07T06:38:41.8966290Z weights prior to deciding which ones to prune. module must be of 2025-09-07T06:38:41.8966580Z type :class:`nn.Module`, and name must be a string. 2025-09-07T06:38:41.8966870Z pruning_method (function): a valid pruning function from this module, 2025-09-07T06:38:41.8967180Z or a custom one implemented by the user that satisfies the 2025-09-07T06:38:41.8967490Z implementation guidelines and has ``PRUNING_TYPE='unstructured'``. 2025-09-07T06:38:41.8967830Z importance_scores (dict): a dictionary mapping (module, name) tuples to 2025-09-07T06:38:41.8968170Z the corresponding parameter's importance scores tensor. The tensor 2025-09-07T06:38:41.8968510Z should be the same shape as the parameter, and is used for computing 2025-09-07T06:38:41.8968780Z mask for pruning. 2025-09-07T06:38:41.8969010Z If unspecified or None, the parameter will be used in place of its 2025-09-07T06:38:41.8969250Z importance scores. 2025-09-07T06:38:41.8969430Z kwargs: other keyword arguments such as: 2025-09-07T06:38:41.8969750Z amount (int or float): quantity of parameters to prune across the 2025-09-07T06:38:41.8969990Z specified parameters. 2025-09-07T06:38:41.8970210Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-09-07T06:38:41.8970500Z fraction of parameters to prune. If ``int``, it represents the 2025-09-07T06:38:41.8970760Z absolute number of parameters to prune. 2025-09-07T06:38:41.8970910Z 2025-09-07T06:38:41.8970950Z Raises: 2025-09-07T06:38:41.8971110Z TypeError: if ``PRUNING_TYPE != 'unstructured'`` 2025-09-07T06:38:41.8971270Z 2025-09-07T06:38:41.8971310Z Note: 2025-09-07T06:38:41.8971500Z Since global structured pruning doesn't make much sense unless the 2025-09-07T06:38:41.8971820Z norm is normalized by the size of the parameter, we now limit the 2025-09-07T06:38:41.8972100Z scope of global pruning to unstructured methods. 2025-09-07T06:38:41.8972250Z 2025-09-07T06:38:41.8972300Z Examples: 2025-09-07T06:38:41.8972430Z >>> from torch.nn.utils import prune 2025-09-07T06:38:41.8972630Z >>> from collections import OrderedDict 2025-09-07T06:38:41.8972820Z >>> net = nn.Sequential( 2025-09-07T06:38:41.8972980Z ... OrderedDict( 2025-09-07T06:38:41.8973120Z ... [ 2025-09-07T06:38:41.8973260Z ... ("first", nn.Linear(10, 4)), 2025-09-07T06:38:41.8973470Z ... ("second", nn.Linear(4, 1)), 2025-09-07T06:38:41.8973640Z ... ] 2025-09-07T06:38:41.8973760Z ... ) 2025-09-07T06:38:41.8973880Z ... ) 2025-09-07T06:38:41.8974030Z >>> parameters_to_prune = ( 2025-09-07T06:38:41.8974200Z ... (net.first, "weight"), 2025-09-07T06:38:41.8974380Z ... (net.second, "weight"), 2025-09-07T06:38:41.8974550Z ... ) 2025-09-07T06:38:41.8974670Z >>> prune.global_unstructured( 2025-09-07T06:38:41.8974850Z ... parameters_to_prune, 2025-09-07T06:38:41.8975040Z ... pruning_method=prune.L1Unstructured, 2025-09-07T06:38:41.8975230Z ... amount=10, 2025-09-07T06:38:41.8975360Z ... ) 2025-09-07T06:38:41.8975560Z >>> print(sum(torch.nn.utils.parameters_to_vector(net.buffers()) == 0)) 2025-09-07T06:38:41.8975800Z tensor(10) 2025-09-07T06:38:41.8975880Z 2025-09-07T06:38:41.8975880Z 2025-09-07T06:38:41.8976040Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9294530Z 2025-09-07T06:38:41.9295130Z msg = Cannot scrape callname=custom_from_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1149. 2025-09-07T06:38:41.9295990Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9296570Z Prune tensor corresponding to parameter called ``name`` in ``module`` by applying the pre-computed mask in ``mask``. 2025-09-07T06:38:41.9296880Z 2025-09-07T06:38:41.9297030Z Modifies module in place (and also return the modified module) by: 2025-09-07T06:38:41.9297230Z 2025-09-07T06:38:41.9297370Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-09-07T06:38:41.9297720Z binary mask applied to the parameter ``name`` by the pruning method. 2025-09-07T06:38:41.9298070Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-09-07T06:38:41.9298400Z original (unpruned) parameter is stored in a new parameter named 2025-09-07T06:38:41.9298650Z ``name+'_orig'``. 2025-09-07T06:38:41.9298760Z 2025-09-07T06:38:41.9298800Z Args: 2025-09-07T06:38:41.9298990Z module (nn.Module): module containing the tensor to prune 2025-09-07T06:38:41.9299300Z name (str): parameter name within ``module`` on which pruning 2025-09-07T06:38:41.9299600Z will act. 2025-09-07T06:38:41.9299810Z mask (Tensor): binary mask to be applied to the parameter. 2025-09-07T06:38:41.9299990Z 2025-09-07T06:38:41.9300040Z Returns: 2025-09-07T06:38:41.9300260Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-09-07T06:38:41.9300470Z 2025-09-07T06:38:41.9300550Z Examples: 2025-09-07T06:38:41.9300710Z >>> from torch.nn.utils import prune 2025-09-07T06:38:41.9300770Z >>> m = prune.custom_from_mask( 2025-09-07T06:38:41.9300890Z ... nn.Linear(5, 3), name="bias", mask=torch.tensor([0, 1, 0]) 2025-09-07T06:38:41.9300930Z ... ) 2025-09-07T06:38:41.9300990Z >>> print(m.bias_mask) 2025-09-07T06:38:41.9301050Z tensor([0., 1., 0.]) 2025-09-07T06:38:41.9301050Z 2025-09-07T06:38:41.9301090Z 2025-09-07T06:38:41.9301260Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9301260Z 2025-09-07T06:38:41.9301660Z msg = Cannot scrape callname=pad_packed_sequence in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py line=350. 2025-09-07T06:38:41.9301830Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9301920Z Pad a packed batch of variable length sequences. 2025-09-07T06:38:41.9301930Z 2025-09-07T06:38:41.9302040Z It is an inverse operation to :func:`pack_padded_sequence`. 2025-09-07T06:38:41.9302040Z 2025-09-07T06:38:41.9302220Z The returned Tensor's data will be of size ``T x B x *`` (if :attr:`batch_first` is ``False``) 2025-09-07T06:38:41.9302380Z or ``B x T x *`` (if :attr:`batch_first` is ``True``) , where ``T`` is the length of the longest 2025-09-07T06:38:41.9302450Z sequence and ``B`` is the batch size. 2025-09-07T06:38:41.9302450Z 2025-09-07T06:38:41.9302560Z Example: 2025-09-07T06:38:41.9302720Z >>> from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 2025-09-07T06:38:41.9302820Z >>> seq = torch.tensor([[1, 2, 0], [3, 0, 0], [4, 5, 6]]) 2025-09-07T06:38:41.9302870Z >>> lens = [2, 1, 3] 2025-09-07T06:38:41.9302950Z >>> packed = pack_padded_sequence( 2025-09-07T06:38:41.9303040Z ... seq, lens, batch_first=True, enforce_sorted=False 2025-09-07T06:38:41.9303090Z ... ) 2025-09-07T06:38:41.9303140Z >>> packed 2025-09-07T06:38:41.9303300Z PackedSequence(data=tensor([4, 1, 3, 5, 2, 6]), batch_sizes=tensor([3, 2, 1]), 2025-09-07T06:38:41.9303460Z sorted_indices=tensor([2, 0, 1]), unsorted_indices=tensor([1, 2, 0])) 2025-09-07T06:38:41.9303620Z >>> seq_unpacked, lens_unpacked = pad_packed_sequence(packed, batch_first=True) 2025-09-07T06:38:41.9303670Z >>> seq_unpacked 2025-09-07T06:38:41.9303730Z tensor([[1, 2, 0], 2025-09-07T06:38:41.9303820Z [3, 0, 0], 2025-09-07T06:38:41.9303870Z [4, 5, 6]]) 2025-09-07T06:38:41.9303920Z >>> lens_unpacked 2025-09-07T06:38:41.9303970Z tensor([2, 1, 3]) 2025-09-07T06:38:41.9303980Z 2025-09-07T06:38:41.9304030Z .. note:: 2025-09-07T06:38:41.9304120Z :attr:`total_length` is useful to implement the 2025-09-07T06:38:41.9304270Z ``pack sequence -> recurrent network -> unpack sequence`` pattern in a 2025-09-07T06:38:41.9304410Z :class:`~torch.nn.Module` wrapped in :class:`~torch.nn.DataParallel`. 2025-09-07T06:38:41.9304560Z See :ref:`this FAQ section ` for 2025-09-07T06:38:41.9304600Z details. 2025-09-07T06:38:41.9304600Z 2025-09-07T06:38:41.9304650Z Args: 2025-09-07T06:38:41.9304730Z sequence (PackedSequence): batch to pad 2025-09-07T06:38:41.9304880Z batch_first (bool, optional): if ``True``, the output will be in ``B x T x *`` 2025-09-07T06:38:41.9304950Z format, ``T x B x *`` otherwise. 2025-09-07T06:38:41.9305110Z padding_value (float, optional): values for padded elements. 2025-09-07T06:38:41.9305260Z total_length (int, optional): if not ``None``, the output will be padded to 2025-09-07T06:38:41.9305410Z have length :attr:`total_length`. This method will throw :class:`ValueError` 2025-09-07T06:38:41.9305560Z if :attr:`total_length` is less than the max sequence length in 2025-09-07T06:38:41.9305620Z :attr:`sequence`. 2025-09-07T06:38:41.9305620Z 2025-09-07T06:38:41.9305670Z Returns: 2025-09-07T06:38:41.9305790Z Tuple of Tensor containing the padded sequence, and a Tensor 2025-09-07T06:38:41.9305920Z containing the list of lengths of each sequence in the batch. 2025-09-07T06:38:41.9306060Z Batch elements will be re-ordered as they were ordered originally when 2025-09-07T06:38:41.9306200Z the batch was passed to ``pack_padded_sequence`` or ``pack_sequence``. 2025-09-07T06:38:41.9306240Z 2025-09-07T06:38:41.9306390Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9306400Z 2025-09-07T06:38:41.9306770Z msg = Cannot scrape callname=Unflatten in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/flatten.py line=66. 2025-09-07T06:38:41.9306930Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9306930Z 2025-09-07T06:38:41.9307120Z Unflattens a tensor dim expanding it to a desired shape. For use with :class:`~nn.Sequential`. 2025-09-07T06:38:41.9307120Z 2025-09-07T06:38:41.9307290Z * :attr:`dim` specifies the dimension of the input tensor to be unflattened, and it can 2025-09-07T06:38:41.9307430Z be either `int` or `str` when `Tensor` or `NamedTensor` is used, respectively. 2025-09-07T06:38:41.9307430Z 2025-09-07T06:38:41.9307690Z * :attr:`unflattened_size` is the new shape of the unflattened dimension of the tensor and it can be 2025-09-07T06:38:41.9307840Z a `tuple` of ints or a `list` of ints or `torch.Size` for `Tensor` input; a `NamedShape` 2025-09-07T06:38:41.9307950Z (tuple of `(name, size)` tuples) for `NamedTensor` input. 2025-09-07T06:38:41.9307950Z 2025-09-07T06:38:41.9308000Z Shape: 2025-09-07T06:38:41.9308130Z - Input: :math:`(*, S_{\text{dim}}, *)`, where :math:`S_{\text{dim}}` is the size at 2025-09-07T06:38:41.9308280Z dimension :attr:`dim` and :math:`*` means any number of dimensions including none. 2025-09-07T06:38:41.9308420Z - Output: :math:`(*, U_1, ..., U_n, *)`, where :math:`U` = :attr:`unflattened_size` and 2025-09-07T06:38:41.9308500Z :math:`\prod_{i=1}^n U_i = S_{\text{dim}}`. 2025-09-07T06:38:41.9308500Z 2025-09-07T06:38:41.9308540Z Args: 2025-09-07T06:38:41.9308640Z dim (Union[int, str]): Dimension to be unflattened 2025-09-07T06:38:41.9308850Z unflattened_size (Union[torch.Size, Tuple, List, NamedShape]): New shape of the unflattened dimension 2025-09-07T06:38:41.9308920Z 2025-09-07T06:38:41.9308970Z Examples: 2025-09-07T06:38:41.9309030Z >>> input = torch.randn(2, 50) 2025-09-07T06:38:41.9309080Z >>> # With tuple of ints 2025-09-07T06:38:41.9309140Z >>> m = nn.Sequential( 2025-09-07T06:38:41.9309190Z >>> nn.Linear(50, 50), 2025-09-07T06:38:41.9309250Z >>> nn.Unflatten(1, (2, 5, 5)) 2025-09-07T06:38:41.9309290Z >>> ) 2025-09-07T06:38:41.9309340Z >>> output = m(input) 2025-09-07T06:38:41.9309400Z >>> output.size() 2025-09-07T06:38:41.9309450Z torch.Size([2, 2, 5, 5]) 2025-09-07T06:38:41.9309500Z >>> # With torch.Size 2025-09-07T06:38:41.9309550Z >>> m = nn.Sequential( 2025-09-07T06:38:41.9309600Z >>> nn.Linear(50, 50), 2025-09-07T06:38:41.9309680Z >>> nn.Unflatten(1, torch.Size([2, 5, 5])) 2025-09-07T06:38:41.9309720Z >>> ) 2025-09-07T06:38:41.9309770Z >>> output = m(input) 2025-09-07T06:38:41.9309810Z >>> output.size() 2025-09-07T06:38:41.9309870Z torch.Size([2, 2, 5, 5]) 2025-09-07T06:38:41.9309940Z >>> # With namedshape (tuple of tuples) 2025-09-07T06:38:41.9310060Z >>> input = torch.randn(2, 50, names=("N", "features")) 2025-09-07T06:38:41.9310180Z >>> unflatten = nn.Unflatten("features", (("C", 2), ("H", 5), ("W", 5))) 2025-09-07T06:38:41.9310250Z >>> output = unflatten(input) 2025-09-07T06:38:41.9310290Z >>> output.size() 2025-09-07T06:38:41.9310350Z torch.Size([2, 2, 5, 5]) 2025-09-07T06:38:41.9310370Z 2025-09-07T06:38:41.9310530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9310530Z 2025-09-07T06:38:41.9310930Z msg = Cannot scrape callname=SyncBatchNorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=603. 2025-09-07T06:38:41.9311080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9311190Z Applies Batch Normalization over a N-Dimensional input. 2025-09-07T06:38:41.9311200Z 2025-09-07T06:38:41.9311410Z The N-D input is a mini-batch of [N-2]D inputs with additional channel dimension) as described in the paper 2025-09-07T06:38:41.9311560Z `Batch Normalization: Accelerating Deep Network Training by Reducing 2025-09-07T06:38:41.9311690Z Internal Covariate Shift `__ . 2025-09-07T06:38:41.9311700Z 2025-09-07T06:38:41.9311740Z .. math:: 2025-09-07T06:38:41.9311750Z 2025-09-07T06:38:41.9311880Z y = \frac{x - \mathrm{E}[x]}{ \sqrt{\mathrm{Var}[x] + \epsilon}} * \gamma + \beta 2025-09-07T06:38:41.9311880Z 2025-09-07T06:38:41.9312020Z The mean and standard-deviation are calculated per-dimension over all 2025-09-07T06:38:41.9312160Z mini-batches of the same process groups. :math:`\gamma` and :math:`\beta` 2025-09-07T06:38:41.9312310Z are learnable parameter vectors of size `C` (where `C` is the input size). 2025-09-07T06:38:41.9312460Z By default, the elements of :math:`\gamma` are sampled from 2025-09-07T06:38:41.9312590Z :math:`\mathcal{U}(0, 1)` and the elements of :math:`\beta` are set to 0. 2025-09-07T06:38:41.9312750Z The standard-deviation is calculated via the biased estimator, equivalent to 2025-09-07T06:38:41.9312810Z `torch.var(input, unbiased=False)`. 2025-09-07T06:38:41.9312820Z 2025-09-07T06:38:41.9312960Z Also by default, during training this layer keeps running estimates of its 2025-09-07T06:38:41.9313100Z computed mean and variance, which are then used for normalization during 2025-09-07T06:38:41.9313240Z evaluation. The running estimates are kept with a default :attr:`momentum` 2025-09-07T06:38:41.9313290Z of 0.1. 2025-09-07T06:38:41.9313290Z 2025-09-07T06:38:41.9313430Z If :attr:`track_running_stats` is set to ``False``, this layer then does not 2025-09-07T06:38:41.9313560Z keep running estimates, and batch statistics are instead used during 2025-09-07T06:38:41.9313620Z evaluation time as well. 2025-09-07T06:38:41.9313660Z 2025-09-07T06:38:41.9313700Z .. note:: 2025-09-07T06:38:41.9313840Z This :attr:`momentum` argument is different from one used in optimizer 2025-09-07T06:38:41.9313980Z classes and the conventional notion of momentum. Mathematically, the 2025-09-07T06:38:41.9314060Z update rule for running statistics here is 2025-09-07T06:38:41.9314230Z :math:`\hat{x}_\text{new} = (1 - \text{momentum}) \times \hat{x} + \text{momentum} \times x_t`, 2025-09-07T06:38:41.9314360Z where :math:`\hat{x}` is the estimated statistic and :math:`x_t` is the 2025-09-07T06:38:41.9314410Z new observed value. 2025-09-07T06:38:41.9314410Z 2025-09-07T06:38:41.9314590Z Because the Batch Normalization is done for each channel in the ``C`` dimension, computing 2025-09-07T06:38:41.9314790Z statistics on ``(N, +)`` slices, it's common terminology to call this Volumetric Batch 2025-09-07T06:38:41.9314900Z Normalization or Spatio-temporal Batch Normalization. 2025-09-07T06:38:41.9314910Z 2025-09-07T06:38:41.9314990Z Currently :class:`SyncBatchNorm` only supports 2025-09-07T06:38:41.9315190Z :class:`~torch.nn.DistributedDataParallel` (DDP) with single GPU per process. Use 2025-09-07T06:38:41.9315320Z :meth:`torch.nn.SyncBatchNorm.convert_sync_batchnorm()` to convert 2025-09-07T06:38:41.9315450Z :attr:`BatchNorm*D` layer to :class:`SyncBatchNorm` before wrapping 2025-09-07T06:38:41.9315490Z Network with DDP. 2025-09-07T06:38:41.9315500Z 2025-09-07T06:38:41.9315600Z Args: 2025-09-07T06:38:41.9315700Z num_features: :math:`C` from an expected input of size 2025-09-07T06:38:41.9315760Z :math:`(N, C, +)` 2025-09-07T06:38:41.9315870Z eps: a value added to the denominator for numerical stability. 2025-09-07T06:38:41.9315930Z Default: ``1e-5`` 2025-09-07T06:38:41.9316050Z momentum: the value used for the running_mean and running_var 2025-09-07T06:38:41.9316180Z computation. Can be set to ``None`` for cumulative moving average 2025-09-07T06:38:41.9316260Z (i.e. simple average). Default: 0.1 2025-09-07T06:38:41.9316390Z affine: a boolean value that when set to ``True``, this module has 2025-09-07T06:38:41.9316480Z learnable affine parameters. Default: ``True`` 2025-09-07T06:38:41.9316610Z track_running_stats: a boolean value that when set to ``True``, this 2025-09-07T06:38:41.9316760Z module tracks the running mean and variance, and when set to ``False``, 2025-09-07T06:38:41.9316890Z this module does not track such statistics, and initializes statistics 2025-09-07T06:38:41.9317020Z buffers :attr:`running_mean` and :attr:`running_var` as ``None``. 2025-09-07T06:38:41.9317160Z When these buffers are ``None``, this module always uses batch statistics. 2025-09-07T06:38:41.9317260Z in both training and eval modes. Default: ``True`` 2025-09-07T06:38:41.9317440Z process_group: synchronization of stats happen within each process group 2025-09-07T06:38:41.9317580Z individually. Default behavior is synchronization across the whole 2025-09-07T06:38:41.9317630Z world 2025-09-07T06:38:41.9317630Z 2025-09-07T06:38:41.9317670Z Shape: 2025-09-07T06:38:41.9317730Z - Input: :math:`(N, C, +)` 2025-09-07T06:38:41.9317830Z - Output: :math:`(N, C, +)` (same shape as input) 2025-09-07T06:38:41.9317830Z 2025-09-07T06:38:41.9317870Z .. note:: 2025-09-07T06:38:41.9318020Z Synchronization of batchnorm statistics occurs only while training, i.e. 2025-09-07T06:38:41.9318150Z synchronization is disabled when ``model.eval()`` is set or if 2025-09-07T06:38:41.9318220Z ``self.training`` is otherwise ``False``. 2025-09-07T06:38:41.9318230Z 2025-09-07T06:38:41.9318270Z Examples:: 2025-09-07T06:38:41.9318270Z 2025-09-07T06:38:41.9318330Z >>> # xdoctest: +SKIP 2025-09-07T06:38:41.9318390Z >>> # With Learnable Parameters 2025-09-07T06:38:41.9318450Z >>> m = nn.SyncBatchNorm(100) 2025-09-07T06:38:41.9318560Z >>> # creating process group (optional) 2025-09-07T06:38:41.9318650Z >>> # ranks is a list of int identifying rank ids. 2025-09-07T06:38:41.9318710Z >>> ranks = list(range(8)) 2025-09-07T06:38:41.9318760Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-09-07T06:38:41.9318860Z >>> # Note: every rank calls into new_group for every 2025-09-07T06:38:41.9318950Z >>> # process group created, even if that rank is not 2025-09-07T06:38:41.9319000Z >>> # part of the group. 2025-09-07T06:38:41.9319150Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-09-07T06:38:41.9319280Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-09-07T06:38:41.9319340Z >>> # Without Learnable Parameters 2025-09-07T06:38:41.9319470Z >>> m = nn.BatchNorm3d(100, affine=False, process_group=process_group) 2025-09-07T06:38:41.9319550Z >>> input = torch.randn(20, 100, 35, 45, 10) 2025-09-07T06:38:41.9319600Z >>> output = m(input) 2025-09-07T06:38:41.9319630Z 2025-09-07T06:38:41.9319700Z >>> # network is nn.BatchNorm layer 2025-09-07T06:38:41.9319870Z >>> sync_bn_network = nn.SyncBatchNorm.convert_sync_batchnorm(network, process_group) 2025-09-07T06:38:41.9319970Z >>> # only single gpu per process is currently supported 2025-09-07T06:38:41.9320130Z >>> ddp_sync_bn_network = torch.nn.parallel.DistributedDataParallel( 2025-09-07T06:38:41.9320200Z >>> sync_bn_network, 2025-09-07T06:38:41.9320290Z >>> device_ids=[args.local_rank], 2025-09-07T06:38:41.9320370Z >>> output_device=args.local_rank) 2025-09-07T06:38:41.9320410Z 2025-09-07T06:38:41.9320560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9458880Z 2025-09-07T06:38:41.9459530Z msg = Cannot scrape callname=SyncBatchNorm.convert_sync_batchnorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=830. 2025-09-07T06:38:41.9459710Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9459940Z Converts all :attr:`BatchNorm*D` layers in the model to :class:`torch.nn.SyncBatchNorm` layers. 2025-09-07T06:38:41.9459940Z 2025-09-07T06:38:41.9459980Z Args: 2025-09-07T06:38:41.9460140Z module (nn.Module): module containing one or more :attr:`BatchNorm*D` layers 2025-09-07T06:38:41.9460280Z process_group (optional): process group to scope synchronization, 2025-09-07T06:38:41.9460350Z default is the whole world 2025-09-07T06:38:41.9460350Z 2025-09-07T06:38:41.9460400Z Returns: 2025-09-07T06:38:41.9460550Z The original :attr:`module` with the converted :class:`torch.nn.SyncBatchNorm` 2025-09-07T06:38:41.9460780Z layers. If the original :attr:`module` is a :attr:`BatchNorm*D` layer, 2025-09-07T06:38:41.9460910Z a new :class:`torch.nn.SyncBatchNorm` layer object will be returned 2025-09-07T06:38:41.9460960Z instead. 2025-09-07T06:38:41.9460970Z 2025-09-07T06:38:41.9461020Z Example:: 2025-09-07T06:38:41.9461020Z 2025-09-07T06:38:41.9461100Z >>> # Network with nn.BatchNorm layer 2025-09-07T06:38:41.9461190Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:41.9461260Z >>> module = torch.nn.Sequential( 2025-09-07T06:38:41.9461340Z >>> torch.nn.Linear(20, 100), 2025-09-07T06:38:41.9461420Z >>> torch.nn.BatchNorm1d(100), 2025-09-07T06:38:41.9461480Z >>> ).cuda() 2025-09-07T06:38:41.9461550Z >>> # creating process group (optional) 2025-09-07T06:38:41.9461650Z >>> # ranks is a list of int identifying rank ids. 2025-09-07T06:38:41.9461710Z >>> ranks = list(range(8)) 2025-09-07T06:38:41.9461810Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-09-07T06:38:41.9461910Z >>> # Note: every rank calls into new_group for every 2025-09-07T06:38:41.9462010Z >>> # process group created, even if that rank is not 2025-09-07T06:38:41.9462070Z >>> # part of the group. 2025-09-07T06:38:41.9462150Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:41.9462310Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-09-07T06:38:41.9462440Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-09-07T06:38:41.9462630Z >>> sync_bn_module = torch.nn.SyncBatchNorm.convert_sync_batchnorm(module, process_group) 2025-09-07T06:38:41.9462630Z 2025-09-07T06:38:41.9462680Z 2025-09-07T06:38:41.9462830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9462830Z 2025-09-07T06:38:41.9463220Z msg = Cannot scrape callname=MaxUnpool2d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py line=410. 2025-09-07T06:38:41.9463420Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9463520Z Computes a partial inverse of :class:`MaxPool2d`. 2025-09-07T06:38:41.9463520Z 2025-09-07T06:38:41.9463710Z :class:`MaxPool2d` is not fully invertible, since the non-maximal values are lost. 2025-09-07T06:38:41.9463710Z 2025-09-07T06:38:41.9463850Z :class:`MaxUnpool2d` takes in as input the output of :class:`MaxPool2d` 2025-09-07T06:38:41.9464040Z including the indices of the maximal values and computes a partial inverse 2025-09-07T06:38:41.9464120Z in which all non-maximal values are set to zero. 2025-09-07T06:38:41.9464130Z 2025-09-07T06:38:41.9474040Z Note: 2025-09-07T06:38:41.9474260Z This operation may behave nondeterministically when the input indices has repeat values. 2025-09-07T06:38:41.9474510Z See https://github.com/pytorch/pytorch/issues/80827 and :doc:`/notes/randomness` for more information. 2025-09-07T06:38:41.9474510Z 2025-09-07T06:38:41.9474660Z .. note:: :class:`MaxPool2d` can map several input sizes to the same output 2025-09-07T06:38:41.9474780Z sizes. Hence, the inversion process can get ambiguous. 2025-09-07T06:38:41.9474900Z To accommodate this, you can provide the needed output size 2025-09-07T06:38:41.9475030Z as an additional argument :attr:`output_size` in the forward call. 2025-09-07T06:38:41.9475110Z See the Inputs and Example below. 2025-09-07T06:38:41.9475110Z 2025-09-07T06:38:41.9475150Z Args: 2025-09-07T06:38:41.9475270Z kernel_size (int or tuple): Size of the max pooling window. 2025-09-07T06:38:41.9475380Z stride (int or tuple): Stride of the max pooling window. 2025-09-07T06:38:41.9475460Z It is set to :attr:`kernel_size` by default. 2025-09-07T06:38:41.9475670Z padding (int or tuple): Padding that was added to the input 2025-09-07T06:38:41.9475670Z 2025-09-07T06:38:41.9475720Z Inputs: 2025-09-07T06:38:41.9475790Z - `input`: the input Tensor to invert 2025-09-07T06:38:41.9475970Z - `indices`: the indices given out by :class:`~torch.nn.MaxPool2d` 2025-09-07T06:38:41.9476070Z - `output_size` (optional): the targeted output size 2025-09-07T06:38:41.9476070Z 2025-09-07T06:38:41.9476120Z Shape: 2025-09-07T06:38:41.9476240Z - Input: :math:`(N, C, H_{in}, W_{in})` or :math:`(C, H_{in}, W_{in})`. 2025-09-07T06:38:41.9476370Z - Output: :math:`(N, C, H_{out}, W_{out})` or :math:`(C, H_{out}, W_{out})`, where 2025-09-07T06:38:41.9476370Z 2025-09-07T06:38:41.9476420Z .. math:: 2025-09-07T06:38:41.9476580Z H_{out} = (H_{in} - 1) \times \text{stride[0]} - 2 \times \text{padding[0]} + \text{kernel\_size[0]} 2025-09-07T06:38:41.9476590Z 2025-09-07T06:38:41.9476640Z .. math:: 2025-09-07T06:38:41.9476850Z W_{out} = (W_{in} - 1) \times \text{stride[1]} - 2 \times \text{padding[1]} + \text{kernel\_size[1]} 2025-09-07T06:38:41.9476860Z 2025-09-07T06:38:41.9476970Z or as given by :attr:`output_size` in the call operator 2025-09-07T06:38:41.9476970Z 2025-09-07T06:38:41.9477020Z Example:: 2025-09-07T06:38:41.9477020Z 2025-09-07T06:38:41.9477120Z >>> pool = nn.MaxPool2d(2, stride=2, return_indices=True) 2025-09-07T06:38:41.9477190Z >>> unpool = nn.MaxUnpool2d(2, stride=2) 2025-09-07T06:38:41.9477290Z >>> input = torch.tensor([[[[ 1., 2., 3., 4.], 2025-09-07T06:38:41.9477360Z [ 5., 6., 7., 8.], 2025-09-07T06:38:41.9477430Z [ 9., 10., 11., 12.], 2025-09-07T06:38:41.9477500Z [13., 14., 15., 16.]]]]) 2025-09-07T06:38:41.9477570Z >>> output, indices = pool(input) 2025-09-07T06:38:41.9477630Z >>> unpool(output, indices) 2025-09-07T06:38:41.9477690Z tensor([[[[ 0., 0., 0., 0.], 2025-09-07T06:38:41.9477780Z [ 0., 6., 0., 8.], 2025-09-07T06:38:41.9477830Z [ 0., 0., 0., 0.], 2025-09-07T06:38:41.9477890Z [ 0., 14., 0., 16.]]]]) 2025-09-07T06:38:41.9478020Z >>> # Now using output_size to resolve an ambiguous size for the inverse 2025-09-07T06:38:41.9478130Z >>> input = torch.tensor([[[[ 1., 2., 3., 4., 5.], 2025-09-07T06:38:41.9478200Z [ 6., 7., 8., 9., 10.], 2025-09-07T06:38:41.9478270Z [11., 12., 13., 14., 15.], 2025-09-07T06:38:41.9478340Z [16., 17., 18., 19., 20.]]]]) 2025-09-07T06:38:41.9478410Z >>> output, indices = pool(input) 2025-09-07T06:38:41.9478510Z >>> # This call will not work without specifying output_size 2025-09-07T06:38:41.9478610Z >>> unpool(output, indices, output_size=input.size()) 2025-09-07T06:38:41.9478670Z tensor([[[[ 0., 0., 0., 0., 0.], 2025-09-07T06:38:41.9478730Z [ 0., 7., 0., 9., 0.], 2025-09-07T06:38:41.9478790Z [ 0., 0., 0., 0., 0.], 2025-09-07T06:38:41.9478850Z [ 0., 17., 0., 19., 0.]]]]) 2025-09-07T06:38:41.9478850Z 2025-09-07T06:38:41.9478850Z 2025-09-07T06:38:41.9478890Z 2025-09-07T06:38:41.9479070Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:41.9479070Z 2025-09-07T06:38:41.9479510Z msg = Cannot scrape callname=TripletMarginWithDistanceLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1798. 2025-09-07T06:38:41.9479670Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:41.9479790Z Creates a criterion that measures the triplet loss given input 2025-09-07T06:38:41.9479950Z tensors :math:`a`, :math:`p`, and :math:`n` (representing anchor, 2025-09-07T06:38:41.9480080Z positive, and negative examples, respectively), and a nonnegative, 2025-09-07T06:38:41.9480240Z real-valued function ("distance function") used to compute the relationship 2025-09-07T06:38:41.9480370Z between the anchor and positive example ("positive distance") and the 2025-09-07T06:38:41.9480460Z anchor and negative example ("negative distance"). 2025-09-07T06:38:41.9480460Z 2025-09-07T06:38:41.9480590Z The unreduced loss (i.e., with :attr:`reduction` set to ``'none'``) 2025-09-07T06:38:41.9480640Z can be described as: 2025-09-07T06:38:41.9480650Z 2025-09-07T06:38:41.9480690Z .. math:: 2025-09-07T06:38:41.9480780Z \ell(a, p, n) = L = \{l_1,\dots,l_N\}^\top, \quad 2025-09-07T06:38:41.9480870Z l_i = \max \{d(a_i, p_i) - d(a_i, n_i) + {\rm margin}, 0\} 2025-09-07T06:38:41.9480870Z 2025-09-07T06:38:41.9481020Z where :math:`N` is the batch size; :math:`d` is a nonnegative, real-valued function 2025-09-07T06:38:41.9481240Z quantifying the closeness of two tensors, referred to as the :attr:`distance_function`; 2025-09-07T06:38:41.9481380Z and :math:`margin` is a nonnegative margin representing the minimum difference 2025-09-07T06:38:41.9481530Z between the positive and negative distances that is required for the loss to 2025-09-07T06:38:41.9481670Z be 0. The input tensors have :math:`N` elements each and can be of any shape 2025-09-07T06:38:41.9481740Z that the distance function can handle. 2025-09-07T06:38:41.9481740Z 2025-09-07T06:38:41.9481800Z If :attr:`reduction` is not ``'none'`` 2025-09-07T06:38:41.9481860Z (default ``'mean'``), then: 2025-09-07T06:38:41.9481860Z 2025-09-07T06:38:41.9481910Z .. math:: 2025-09-07T06:38:41.9481950Z \ell(x, y) = 2025-09-07T06:38:41.9482000Z \begin{cases} 2025-09-07T06:38:41.9482120Z \operatorname{mean}(L), & \text{if reduction} = \text{`mean';}\\ 2025-09-07T06:38:41.9482240Z \operatorname{sum}(L), & \text{if reduction} = \text{`sum'.} 2025-09-07T06:38:41.9482290Z \end{cases} 2025-09-07T06:38:41.9482340Z 2025-09-07T06:38:41.9482480Z See also :class:`~torch.nn.TripletMarginLoss`, which computes the triplet 2025-09-07T06:38:41.9482630Z loss for input tensors using the :math:`l_p` distance as the distance function. 2025-09-07T06:38:41.9482630Z 2025-09-07T06:38:41.9482680Z Args: 2025-09-07T06:38:41.9482870Z distance_function (Callable, optional): A nonnegative, real-valued function that 2025-09-07T06:38:41.9482990Z quantifies the closeness of two tensors. If not specified, 2025-09-07T06:38:41.9483090Z `nn.PairwiseDistance` will be used. Default: ``None`` 2025-09-07T06:38:41.9483250Z margin (float, optional): A nonnegative margin representing the minimum difference 2025-09-07T06:38:41.9483410Z between the positive and negative distances required for the loss to be 0. Larger 2025-09-07T06:38:41.9483580Z margins penalize cases where the negative examples are not distant enough from the 2025-09-07T06:38:41.9483690Z anchors, relative to the positives. Default: :math:`1`. 2025-09-07T06:38:41.9483840Z swap (bool, optional): Whether to use the distance swap described in the paper 2025-09-07T06:38:41.9483990Z `Learning shallow convolutional feature descriptors with triplet losses` by 2025-09-07T06:38:41.9484150Z V. Balntas, E. Riba et al. If True, and if the positive example is closer to the 2025-09-07T06:38:41.9484310Z negative example than the anchor is, swaps the positive example and the anchor in 2025-09-07T06:38:41.9484390Z the loss computation. Default: ``False``. 2025-09-07T06:38:41.9484560Z reduction (str, optional): Specifies the (optional) reduction to apply to the output: 2025-09-07T06:38:41.9484670Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-09-07T06:38:41.9484820Z ``'mean'``: the sum of the output will be divided by the number of 2025-09-07T06:38:41.9484970Z elements in the output, ``'sum'``: the output will be summed. Default: ``'mean'`` 2025-09-07T06:38:41.9484970Z 2025-09-07T06:38:41.9484970Z 2025-09-07T06:38:41.9485020Z Shape: 2025-09-07T06:38:41.9485170Z - Input: :math:`(N, *)` where :math:`*` represents any number of additional dimensions 2025-09-07T06:38:41.9485240Z as supported by the distance function. 2025-09-07T06:38:41.9485400Z - Output: A Tensor of shape :math:`(N)` if :attr:`reduction` is ``'none'``, or a scalar 2025-09-07T06:38:41.9485440Z otherwise. 2025-09-07T06:38:41.9485450Z 2025-09-07T06:38:41.9485490Z Examples: 2025-09-07T06:38:41.9485490Z 2025-09-07T06:38:41.9485550Z >>> # Initialize embeddings 2025-09-07T06:38:41.9485610Z >>> embedding = nn.Embedding(1000, 128) 2025-09-07T06:38:41.9485690Z >>> anchor_ids = torch.randint(0, 1000, (1,)) 2025-09-07T06:38:41.9485770Z >>> positive_ids = torch.randint(0, 1000, (1,)) 2025-09-07T06:38:41.9485880Z >>> negative_ids = torch.randint(0, 1000, (1,)) 2025-09-07T06:38:41.9485940Z >>> anchor = embedding(anchor_ids) 2025-09-07T06:38:41.9486010Z >>> positive = embedding(positive_ids) 2025-09-07T06:38:41.9486070Z >>> negative = embedding(negative_ids) 2025-09-07T06:38:41.9486110Z >>> 2025-09-07T06:38:41.9486170Z >>> # Built-in Distance Function 2025-09-07T06:38:41.9486220Z >>> triplet_loss = \ 2025-09-07T06:38:41.9486390Z >>> nn.TripletMarginWithDistanceLoss(distance_function=nn.PairwiseDistance()) 2025-09-07T06:38:41.9486490Z >>> output = triplet_loss(anchor, positive, negative) 2025-09-07T06:38:41.9486540Z >>> output.backward() 2025-09-07T06:38:41.9486580Z >>> 2025-09-07T06:38:41.9486640Z >>> # Custom Distance Function 2025-09-07T06:38:41.9486690Z >>> def l_infinity(x1, x2): 2025-09-07T06:38:41.9486790Z >>> return torch.max(torch.abs(x1 - x2), dim=1).values 2025-09-07T06:38:41.9486830Z >>> 2025-09-07T06:38:41.9486940Z >>> # xdoctest: +SKIP("FIXME: Would call backwards a second time") 2025-09-07T06:38:41.9487050Z >>> triplet_loss = ( 2025-09-07T06:38:41.9487220Z >>> nn.TripletMarginWithDistanceLoss(distance_function=l_infinity, margin=1.5)) 2025-09-07T06:38:41.9487310Z >>> output = triplet_loss(anchor, positive, negative) 2025-09-07T06:38:41.9487360Z >>> output.backward() 2025-09-07T06:38:41.9487400Z >>> 2025-09-07T06:38:41.9487490Z >>> # Custom Distance Function (Lambda) 2025-09-07T06:38:41.9487540Z >>> triplet_loss = ( 2025-09-07T06:38:41.9487620Z >>> nn.TripletMarginWithDistanceLoss( 2025-09-07T06:38:41.9487750Z >>> distance_function=lambda x, y: 1.0 - F.cosine_similarity(x, y))) 2025-09-07T06:38:41.9487840Z >>> output = triplet_loss(anchor, positive, negative) 2025-09-07T06:38:41.9487890Z >>> output.backward() 2025-09-07T06:38:41.9487900Z 2025-09-07T06:38:41.9487940Z Reference: 2025-09-07T06:38:41.9488120Z V. Balntas, et al.: Learning shallow convolutional feature descriptors with triplet losses: 2025-09-07T06:38:41.9488260Z https://bmva-archive.org.uk/bmvc/2016/papers/paper119/index.html 2025-09-07T06:38:41.9488300Z 2025-09-07T06:38:41.9488460Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 17)) 2025-09-07T06:38:42.0286910Z 2025-09-07T06:38:42.0287430Z msg = Cannot scrape callname=CTCLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1933. 2025-09-07T06:38:42.0287610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0287700Z The Connectionist Temporal Classification loss. 2025-09-07T06:38:42.0287710Z 2025-09-07T06:38:42.0287940Z Calculates loss between a continuous (unsegmented) time series and a target sequence. CTCLoss sums over the 2025-09-07T06:38:42.0288340Z probability of possible alignments of input to target, producing a loss value which is differentiable 2025-09-07T06:38:42.0288550Z with respect to each input node. The alignment of input to target is assumed to be "many-to-one", which 2025-09-07T06:38:42.0288750Z limits the length of the target sequence such that it must be :math:`\leq` the input length. 2025-09-07T06:38:42.0288750Z 2025-09-07T06:38:42.0288800Z Args: 2025-09-07T06:38:42.0288910Z blank (int, optional): blank label. Default :math:`0`. 2025-09-07T06:38:42.0289060Z reduction (str, optional): Specifies the reduction to apply to the output: 2025-09-07T06:38:42.0289180Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-09-07T06:38:42.0289310Z ``'mean'``: the output losses will be divided by the target lengths and 2025-09-07T06:38:42.0289470Z then the mean over the batch is taken, ``'sum'``: the output losses will be summed. 2025-09-07T06:38:42.0289530Z Default: ``'mean'`` 2025-09-07T06:38:42.0289600Z zero_infinity (bool, optional): 2025-09-07T06:38:42.0289800Z Whether to zero infinite losses and the associated gradients. 2025-09-07T06:38:42.0289860Z Default: ``False`` 2025-09-07T06:38:42.0289970Z Infinite losses mainly occur when the inputs are too short 2025-09-07T06:38:42.0290040Z to be aligned to the targets. 2025-09-07T06:38:42.0290040Z 2025-09-07T06:38:42.0290090Z Shape: 2025-09-07T06:38:42.0290210Z - Log_probs: Tensor of size :math:`(T, N, C)` or :math:`(T, C)`, 2025-09-07T06:38:42.0290320Z where :math:`T = \text{input length}`, 2025-09-07T06:38:42.0290390Z :math:`N = \text{batch size}`, and 2025-09-07T06:38:42.0290490Z :math:`C = \text{number of classes (including blank)}`. 2025-09-07T06:38:42.0290630Z The logarithmized probabilities of the outputs (e.g. obtained with 2025-09-07T06:38:42.0290720Z :func:`torch.nn.functional.log_softmax`). 2025-09-07T06:38:42.0290800Z - Targets: Tensor of size :math:`(N, S)` or 2025-09-07T06:38:42.0290900Z :math:`(\operatorname{sum}(\text{target\_lengths}))`, 2025-09-07T06:38:42.0291040Z where :math:`N = \text{batch size}` and 2025-09-07T06:38:42.0291140Z :math:`S = \text{max target length, if shape is } (N, S)`. 2025-09-07T06:38:42.0291270Z It represents the target sequences. Each element in the target 2025-09-07T06:38:42.0291470Z sequence is a class index. And the target index cannot be blank (default=0). 2025-09-07T06:38:42.0291570Z In the :math:`(N, S)` form, targets are padded to the 2025-09-07T06:38:42.0291660Z length of the longest sequence, and stacked. 2025-09-07T06:38:42.0291780Z In the :math:`(\operatorname{sum}(\text{target\_lengths}))` form, 2025-09-07T06:38:42.0291860Z the targets are assumed to be un-padded and 2025-09-07T06:38:42.0291930Z concatenated within 1 dimension. 2025-09-07T06:38:42.0292060Z - Input_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-09-07T06:38:42.0292180Z where :math:`N = \text{batch size}`. It represents the lengths of the 2025-09-07T06:38:42.0292310Z inputs (must each be :math:`\leq T`). And the lengths are specified 2025-09-07T06:38:42.0292450Z for each sequence to achieve masking under the assumption that sequences 2025-09-07T06:38:42.0292510Z are padded to equal lengths. 2025-09-07T06:38:42.0292640Z - Target_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-09-07T06:38:42.0292780Z where :math:`N = \text{batch size}`. It represents lengths of the targets. 2025-09-07T06:38:42.0292910Z Lengths are specified for each sequence to achieve masking under the 2025-09-07T06:38:42.0293060Z assumption that sequences are padded to equal lengths. If target shape is 2025-09-07T06:38:42.0293160Z :math:`(N,S)`, target_lengths are effectively the stop index 2025-09-07T06:38:42.0293350Z :math:`s_n` for each target sequence, such that ``target_n = targets[n,0:s_n]`` for 2025-09-07T06:38:42.0293470Z each target in a batch. Lengths must each be :math:`\leq S` 2025-09-07T06:38:42.0293620Z If the targets are given as a 1d tensor that is the concatenation of individual 2025-09-07T06:38:42.0293760Z targets, the target_lengths must add up to the total length of the tensor. 2025-09-07T06:38:42.0293880Z - Output: scalar if :attr:`reduction` is ``'mean'`` (default) or 2025-09-07T06:38:42.0294020Z ``'sum'``. If :attr:`reduction` is ``'none'``, then :math:`(N)` if input is batched or 2025-09-07T06:38:42.0294150Z :math:`()` if input is unbatched, where :math:`N = \text{batch size}`. 2025-09-07T06:38:42.0294150Z 2025-09-07T06:38:42.0294200Z Examples: 2025-09-07T06:38:42.0294200Z 2025-09-07T06:38:42.0294260Z >>> # Target are to be padded 2025-09-07T06:38:42.0294330Z >>> T = 50 # Input sequence length 2025-09-07T06:38:42.0294410Z >>> C = 20 # Number of classes (including blank) 2025-09-07T06:38:42.0294540Z >>> N = 16 # Batch size 2025-09-07T06:38:42.0294680Z >>> S = 30 # Target sequence length of longest target in batch (padding length) 2025-09-07T06:38:42.0294800Z >>> S_min = 10 # Minimum target length, for demonstration purposes 2025-09-07T06:38:42.0294840Z >>> 2025-09-07T06:38:42.0294970Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-09-07T06:38:42.0295090Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-09-07T06:38:42.0295140Z >>> 2025-09-07T06:38:42.0295260Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-09-07T06:38:42.0295400Z >>> target = torch.randint(low=1, high=C, size=(N, S), dtype=torch.long) 2025-09-07T06:38:42.0295440Z >>> 2025-09-07T06:38:42.0295570Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-09-07T06:38:42.0295640Z >>> target_lengths = torch.randint( 2025-09-07T06:38:42.0295690Z ... low=S_min, 2025-09-07T06:38:42.0295790Z ... high=S, 2025-09-07T06:38:42.0295840Z ... size=(N,), 2025-09-07T06:38:42.0295900Z ... dtype=torch.long, 2025-09-07T06:38:42.0295940Z ... ) 2025-09-07T06:38:42.0296000Z >>> ctc_loss = nn.CTCLoss() 2025-09-07T06:38:42.0296120Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-09-07T06:38:42.0296190Z >>> loss.backward() 2025-09-07T06:38:42.0296230Z >>> 2025-09-07T06:38:42.0296280Z >>> 2025-09-07T06:38:42.0296340Z >>> # Target are to be un-padded 2025-09-07T06:38:42.0296410Z >>> T = 50 # Input sequence length 2025-09-07T06:38:42.0296480Z >>> C = 20 # Number of classes (including blank) 2025-09-07T06:38:42.0296540Z >>> N = 16 # Batch size 2025-09-07T06:38:42.0296580Z >>> 2025-09-07T06:38:42.0296700Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-09-07T06:38:42.0296830Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-09-07T06:38:42.0296960Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-09-07T06:38:42.0297000Z >>> 2025-09-07T06:38:42.0297130Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-09-07T06:38:42.0297270Z >>> target_lengths = torch.randint(low=1, high=T, size=(N,), dtype=torch.long) 2025-09-07T06:38:42.0297330Z >>> target = torch.randint( 2025-09-07T06:38:42.0297380Z ... low=1, 2025-09-07T06:38:42.0297420Z ... high=C, 2025-09-07T06:38:42.0297490Z ... size=(sum(target_lengths),), 2025-09-07T06:38:42.0297550Z ... dtype=torch.long, 2025-09-07T06:38:42.0297590Z ... ) 2025-09-07T06:38:42.0297640Z >>> ctc_loss = nn.CTCLoss() 2025-09-07T06:38:42.0297800Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-09-07T06:38:42.0297860Z >>> loss.backward() 2025-09-07T06:38:42.0297900Z >>> 2025-09-07T06:38:42.0297940Z >>> 2025-09-07T06:38:42.0298060Z >>> # Target are to be un-padded and unbatched (effectively N=1) 2025-09-07T06:38:42.0298120Z >>> T = 50 # Input sequence length 2025-09-07T06:38:42.0298200Z >>> C = 20 # Number of classes (including blank) 2025-09-07T06:38:42.0298240Z >>> 2025-09-07T06:38:42.0298360Z >>> # Initialize random batch of input vectors, for *size = (T,C) 2025-09-07T06:38:42.0298450Z >>> # xdoctest: +SKIP("FIXME: error in doctest") 2025-09-07T06:38:42.0298570Z >>> input = torch.randn(T, C).log_softmax(1).detach().requires_grad_() 2025-09-07T06:38:42.0298660Z >>> input_lengths = torch.tensor(T, dtype=torch.long) 2025-09-07T06:38:42.0298700Z >>> 2025-09-07T06:38:42.0298820Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-09-07T06:38:42.0298960Z >>> target_lengths = torch.randint(low=1, high=T, size=(), dtype=torch.long) 2025-09-07T06:38:42.0299070Z >>> target = torch.randint( 2025-09-07T06:38:42.0299110Z ... low=1, 2025-09-07T06:38:42.0299160Z ... high=C, 2025-09-07T06:38:42.0299210Z ... size=(target_lengths,), 2025-09-07T06:38:42.0299270Z ... dtype=torch.long, 2025-09-07T06:38:42.0299310Z ... ) 2025-09-07T06:38:42.0299360Z >>> ctc_loss = nn.CTCLoss() 2025-09-07T06:38:42.0299480Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-09-07T06:38:42.0299530Z >>> loss.backward() 2025-09-07T06:38:42.0299530Z 2025-09-07T06:38:42.0299590Z Reference: 2025-09-07T06:38:42.0299690Z A. Graves et al.: Connectionist Temporal Classification: 2025-09-07T06:38:42.0299830Z Labelling Unsegmented Sequence Data with Recurrent Neural Networks: 2025-09-07T06:38:42.0299940Z https://www.cs.toronto.edu/~graves/icml_2006.pdf 2025-09-07T06:38:42.0299940Z 2025-09-07T06:38:42.0299990Z Note: 2025-09-07T06:38:42.0300140Z In order to use CuDNN, the following must be satisfied: :attr:`targets` must be 2025-09-07T06:38:42.0300350Z in concatenated format, all :attr:`input_lengths` must be `T`. :math:`blank=0`, 2025-09-07T06:38:42.0300490Z :attr:`target_lengths` :math:`\leq 256`, the integer arguments must be of 2025-09-07T06:38:42.0300550Z dtype :attr:`torch.int32`. 2025-09-07T06:38:42.0300560Z 2025-09-07T06:38:42.0300860Z The regular implementation uses the (more common in PyTorch) `torch.long` dtype. 2025-09-07T06:38:42.0300870Z 2025-09-07T06:38:42.0300870Z 2025-09-07T06:38:42.0300920Z Note: 2025-09-07T06:38:42.0301070Z In some circumstances when using the CUDA backend with CuDNN, this operator 2025-09-07T06:38:42.0301220Z may select a nondeterministic algorithm to increase performance. If this is 2025-09-07T06:38:42.0301370Z undesirable, you can try to make the operation deterministic (potentially at 2025-09-07T06:38:42.0301510Z a performance cost) by setting ``torch.backends.cudnn.deterministic = 2025-09-07T06:38:42.0301560Z True``. 2025-09-07T06:38:42.0301680Z Please see the notes on :doc:`/notes/randomness` for background. 2025-09-07T06:38:42.0301720Z 2025-09-07T06:38:42.0301870Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0301880Z 2025-09-07T06:38:42.0302290Z msg = Cannot scrape callname=Transformer.forward in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py line=186. 2025-09-07T06:38:42.0302460Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0302540Z Take in and process masked source/target sequences. 2025-09-07T06:38:42.0302550Z 2025-09-07T06:38:42.0302600Z .. note:: 2025-09-07T06:38:42.0302600Z 2025-09-07T06:38:42.0302880Z If a boolean tensor is provided for any of the [src/tgt/memory]_mask arguments, positions with a ``True`` value are 2025-09-07T06:38:42.0302980Z not allowed to participate in the attention, 2025-09-07T06:38:42.0303100Z which is the opposite of the definition for :attr:`attn_mask` 2025-09-07T06:38:42.0303210Z in :func:`torch.nn.functional.scaled_dot_product_attention`. 2025-09-07T06:38:42.0303220Z 2025-09-07T06:38:42.0303260Z Args: 2025-09-07T06:38:42.0303340Z src: the sequence to the encoder (required). 2025-09-07T06:38:42.0303430Z tgt: the sequence to the decoder (required). 2025-09-07T06:38:42.0303530Z src_mask: the additive mask for the src sequence (optional). 2025-09-07T06:38:42.0303650Z tgt_mask: the additive mask for the tgt sequence (optional). 2025-09-07T06:38:42.0303780Z memory_mask: the additive mask for the encoder output (optional). 2025-09-07T06:38:42.0303910Z src_key_padding_mask: the Tensor mask for src keys per batch (optional). 2025-09-07T06:38:42.0304080Z tgt_key_padding_mask: the Tensor mask for tgt keys per batch (optional). 2025-09-07T06:38:42.0304250Z memory_key_padding_mask: the Tensor mask for memory keys per batch (optional). 2025-09-07T06:38:42.0304380Z src_is_causal: If specified, applies a causal mask as ``src_mask``. 2025-09-07T06:38:42.0304470Z Default: ``None``; try to detect a causal mask. 2025-09-07T06:38:42.0304520Z Warning: 2025-09-07T06:38:42.0304630Z ``src_is_causal`` provides a hint that ``src_mask`` is 2025-09-07T06:38:42.0304740Z the causal mask. Providing incorrect hints can result in 2025-09-07T06:38:42.0304840Z incorrect execution, including forward and backward 2025-09-07T06:38:42.0304890Z compatibility. 2025-09-07T06:38:42.0305020Z tgt_is_causal: If specified, applies a causal mask as ``tgt_mask``. 2025-09-07T06:38:42.0305120Z Default: ``None``; try to detect a causal mask. 2025-09-07T06:38:42.0305170Z Warning: 2025-09-07T06:38:42.0305300Z ``tgt_is_causal`` provides a hint that ``tgt_mask`` is 2025-09-07T06:38:42.0305410Z the causal mask. Providing incorrect hints can result in 2025-09-07T06:38:42.0305510Z incorrect execution, including forward and backward 2025-09-07T06:38:42.0305560Z compatibility. 2025-09-07T06:38:42.0305690Z memory_is_causal: If specified, applies a causal mask as 2025-09-07T06:38:42.0305740Z ``memory_mask``. 2025-09-07T06:38:42.0305810Z Default: ``False``. 2025-09-07T06:38:42.0305850Z Warning: 2025-09-07T06:38:42.0305940Z ``memory_is_causal`` provides a hint that 2025-09-07T06:38:42.0306040Z ``memory_mask`` is the causal mask. Providing incorrect 2025-09-07T06:38:42.0306140Z hints can result in incorrect execution, including 2025-09-07T06:38:42.0306210Z forward and backward compatibility. 2025-09-07T06:38:42.0306220Z 2025-09-07T06:38:42.0306260Z Shape: 2025-09-07T06:38:42.0306420Z - src: :math:`(S, E)` for unbatched input, :math:`(S, N, E)` if `batch_first=False` or 2025-09-07T06:38:42.0306490Z `(N, S, E)` if `batch_first=True`. 2025-09-07T06:38:42.0306630Z - tgt: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-09-07T06:38:42.0306710Z `(N, T, E)` if `batch_first=True`. 2025-09-07T06:38:42.0306820Z - src_mask: :math:`(S, S)` or :math:`(N\cdot\text{num\_heads}, S, S)`. 2025-09-07T06:38:42.0306940Z - tgt_mask: :math:`(T, T)` or :math:`(N\cdot\text{num\_heads}, T, T)`. 2025-09-07T06:38:42.0307000Z - memory_mask: :math:`(T, S)`. 2025-09-07T06:38:42.0307150Z - src_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-09-07T06:38:42.0307330Z - tgt_key_padding_mask: :math:`(T)` for unbatched input otherwise :math:`(N, T)`. 2025-09-07T06:38:42.0307490Z - memory_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-09-07T06:38:42.0307490Z 2025-09-07T06:38:42.0307680Z Note: [src/tgt/memory]_mask ensures that position :math:`i` is allowed to attend the unmasked 2025-09-07T06:38:42.0307810Z positions. If a BoolTensor is provided, positions with ``True`` 2025-09-07T06:38:42.0307970Z are not allowed to attend while ``False`` values will be unchanged. If a FloatTensor 2025-09-07T06:38:42.0308080Z is provided, it will be added to the attention weight. 2025-09-07T06:38:42.0308260Z [src/tgt/memory]_key_padding_mask provides specified elements in the key to be ignored by 2025-09-07T06:38:42.0308390Z the attention. If a BoolTensor is provided, the positions with the 2025-09-07T06:38:42.0308580Z value of ``True`` will be ignored while the position with the value of ``False`` will be unchanged. 2025-09-07T06:38:42.0308610Z 2025-09-07T06:38:42.0308770Z - output: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-09-07T06:38:42.0308850Z `(N, T, E)` if `batch_first=True`. 2025-09-07T06:38:42.0308850Z 2025-09-07T06:38:42.0309000Z Note: Due to the multi-head attention architecture in the transformer model, 2025-09-07T06:38:42.0309150Z the output sequence length of a transformer is same as the input sequence 2025-09-07T06:38:42.0309220Z (i.e. target) length of the decoder. 2025-09-07T06:38:42.0309220Z 2025-09-07T06:38:42.0309410Z where :math:`S` is the source sequence length, :math:`T` is the target sequence length, :math:`N` is the 2025-09-07T06:38:42.0309490Z batch size, :math:`E` is the feature number 2025-09-07T06:38:42.0309500Z 2025-09-07T06:38:42.0309550Z Examples: 2025-09-07T06:38:42.0309600Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.0309680Z >>> output = transformer_model( 2025-09-07T06:38:42.0309800Z ... src, tgt, src_mask=src_mask, tgt_mask=tgt_mask 2025-09-07T06:38:42.0309850Z ... ) 2025-09-07T06:38:42.0309890Z 2025-09-07T06:38:42.0310040Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0352220Z 2025-09-07T06:38:42.0352800Z msg = Cannot scrape callname=EmbeddingBag in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py line=272. 2025-09-07T06:38:42.0353000Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0353200Z Compute sums or means of 'bags' of embeddings, without instantiating the intermediate embeddings. 2025-09-07T06:38:42.0353200Z 2025-09-07T06:38:42.0353400Z For bags of constant length, no :attr:`per_sample_weights`, no indices equal to :attr:`padding_idx`, 2025-09-07T06:38:42.0353470Z and with 2D inputs, this class 2025-09-07T06:38:42.0353470Z 2025-09-07T06:38:42.0353660Z * with ``mode="sum"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.sum(dim=1)``, 2025-09-07T06:38:42.0353860Z * with ``mode="mean"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.mean(dim=1)``, 2025-09-07T06:38:42.0354040Z * with ``mode="max"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.max(dim=1)``. 2025-09-07T06:38:42.0354050Z 2025-09-07T06:38:42.0354270Z However, :class:`~torch.nn.EmbeddingBag` is much more time and memory efficient than using a chain of these 2025-09-07T06:38:42.0354320Z operations. 2025-09-07T06:38:42.0354320Z 2025-09-07T06:38:42.0354480Z EmbeddingBag also supports per-sample weights as an argument to the forward 2025-09-07T06:38:42.0354630Z pass. This scales the output of the Embedding before performing a weighted 2025-09-07T06:38:42.0354830Z reduction as specified by ``mode``. If :attr:`per_sample_weights` is passed, the 2025-09-07T06:38:42.0354970Z only supported ``mode`` is ``"sum"``, which computes a weighted sum according to 2025-09-07T06:38:42.0355040Z :attr:`per_sample_weights`. 2025-09-07T06:38:42.0355040Z 2025-09-07T06:38:42.0355090Z Args: 2025-09-07T06:38:42.0355210Z num_embeddings (int): size of the dictionary of embeddings 2025-09-07T06:38:42.0355310Z embedding_dim (int): the size of each embedding vector 2025-09-07T06:38:42.0355510Z max_norm (float, optional): If given, each embedding vector with norm larger than :attr:`max_norm` 2025-09-07T06:38:42.0355620Z is renormalized to have norm :attr:`max_norm`. 2025-09-07T06:38:42.0355830Z norm_type (float, optional): The p of the p-norm to compute for the :attr:`max_norm` option. Default ``2``. 2025-09-07T06:38:42.0356030Z scale_grad_by_freq (bool, optional): if given, this will scale gradients by the inverse of frequency of 2025-09-07T06:38:42.0356200Z the words in the mini-batch. Default ``False``. 2025-09-07T06:38:42.0356320Z Note: this option is not supported when ``mode="max"``. 2025-09-07T06:38:42.0356470Z mode (str, optional): ``"sum"``, ``"mean"`` or ``"max"``. Specifies the way to reduce the bag. 2025-09-07T06:38:42.0356610Z ``"sum"`` computes the weighted sum, taking :attr:`per_sample_weights` 2025-09-07T06:38:42.0356750Z into consideration. ``"mean"`` computes the average of the values 2025-09-07T06:38:42.0356860Z in the bag, ``"max"`` computes the max value over each bag. 2025-09-07T06:38:42.0356940Z Default: ``"mean"`` 2025-09-07T06:38:42.0357130Z sparse (bool, optional): if ``True``, gradient w.r.t. :attr:`weight` matrix will be a sparse tensor. See 2025-09-07T06:38:42.0357290Z Notes for more details regarding sparse gradients. Note: this option is not 2025-09-07T06:38:42.0357400Z supported when ``mode="max"``. 2025-09-07T06:38:42.0357620Z include_last_offset (bool, optional): if ``True``, :attr:`offsets` has one additional element, where the last element 2025-09-07T06:38:42.0357760Z is equivalent to the size of `indices`. This matches the CSR format. 2025-09-07T06:38:42.0357980Z padding_idx (int, optional): If specified, the entries at :attr:`padding_idx` do not contribute to the 2025-09-07T06:38:42.0358150Z gradient; therefore, the embedding vector at :attr:`padding_idx` is not updated 2025-09-07T06:38:42.0358300Z during training, i.e. it remains as a fixed "pad". For a newly constructed 2025-09-07T06:38:42.0358460Z EmbeddingBag, the embedding vector at :attr:`padding_idx` will default to all 2025-09-07T06:38:42.0358620Z zeros, but can be updated to another value to be used as the padding vector. 2025-09-07T06:38:42.0358760Z Note that the embedding vector at :attr:`padding_idx` is excluded from the 2025-09-07T06:38:42.0358830Z reduction. 2025-09-07T06:38:42.0358840Z 2025-09-07T06:38:42.0358880Z Attributes: 2025-09-07T06:38:42.0359070Z weight (Tensor): the learnable weights of the module of shape `(num_embeddings, embedding_dim)` 2025-09-07T06:38:42.0359160Z initialized from :math:`\mathcal{N}(0, 1)`. 2025-09-07T06:38:42.0359160Z 2025-09-07T06:38:42.0359220Z Examples:: 2025-09-07T06:38:42.0359220Z 2025-09-07T06:38:42.0359320Z >>> # an EmbeddingBag module containing 10 tensors of size 3 2025-09-07T06:38:42.0359420Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum') 2025-09-07T06:38:42.0359570Z >>> # a batch of 2 samples of 4 indices each 2025-09-07T06:38:42.0359690Z >>> input = torch.tensor([1, 2, 4, 5, 4, 3, 2, 9], dtype=torch.long) 2025-09-07T06:38:42.0359790Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-09-07T06:38:42.0359870Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:42.0359940Z >>> embedding_sum(input, offsets) 2025-09-07T06:38:42.0360010Z tensor([[-0.8861, -5.4350, -0.0523], 2025-09-07T06:38:42.0360070Z [ 1.1306, -2.5798, -1.0044]]) 2025-09-07T06:38:42.0360070Z 2025-09-07T06:38:42.0360130Z >>> # Example with padding_idx 2025-09-07T06:38:42.0360260Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum', padding_idx=2) 2025-09-07T06:38:42.0360380Z >>> input = torch.tensor([2, 2, 2, 2, 4, 3, 2, 9], dtype=torch.long) 2025-09-07T06:38:42.0360470Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-09-07T06:38:42.0360530Z >>> embedding_sum(input, offsets) 2025-09-07T06:38:42.0360630Z tensor([[ 0.0000, 0.0000, 0.0000], 2025-09-07T06:38:42.0360690Z [-0.7082, 3.2145, -2.6251]]) 2025-09-07T06:38:42.0360690Z 2025-09-07T06:38:42.0360800Z >>> # An EmbeddingBag can be loaded from an Embedding like so 2025-09-07T06:38:42.0360890Z >>> embedding = nn.Embedding(10, 3, padding_idx=2) 2025-09-07T06:38:42.0360980Z >>> embedding_sum = nn.EmbeddingBag.from_pretrained( 2025-09-07T06:38:42.0361040Z embedding.weight, 2025-09-07T06:38:42.0361120Z padding_idx=embedding.padding_idx, 2025-09-07T06:38:42.0361170Z mode='sum') 2025-09-07T06:38:42.0361210Z 2025-09-07T06:38:42.0361370Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0361370Z 2025-09-07T06:38:42.0361800Z msg = Cannot scrape callname=batch_isend_irecv in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2705. 2025-09-07T06:38:42.0361960Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0361980Z 2025-09-07T06:38:42.0362130Z Send or Receive a batch of tensors asynchronously and return a list of requests. 2025-09-07T06:38:42.0362140Z 2025-09-07T06:38:42.0362280Z Process each of the operations in ``p2p_op_list`` and return the corresponding 2025-09-07T06:38:42.0362420Z requests. NCCL, Gloo, and UCC backend are currently supported. 2025-09-07T06:38:42.0362430Z 2025-09-07T06:38:42.0362470Z Args: 2025-09-07T06:38:42.0362610Z p2p_op_list: A list of point-to-point operations(type of each operator is 2025-09-07T06:38:42.0362750Z ``torch.distributed.P2POp``). The order of the isend/irecv in the list 2025-09-07T06:38:42.0362880Z matters and it needs to match with corresponding isend/irecv on the 2025-09-07T06:38:42.0362930Z remote end. 2025-09-07T06:38:42.0362930Z 2025-09-07T06:38:42.0362970Z Returns: 2025-09-07T06:38:42.0363120Z A list of distributed request objects returned by calling the corresponding 2025-09-07T06:38:42.0363170Z op in the op_list. 2025-09-07T06:38:42.0363170Z 2025-09-07T06:38:42.0363230Z Examples: 2025-09-07T06:38:42.0363280Z >>> # xdoctest: +SKIP("no rank") 2025-09-07T06:38:42.0363400Z >>> send_tensor = torch.arange(2, dtype=torch.float32) + 2 * rank 2025-09-07T06:38:42.0363500Z >>> recv_tensor = torch.randn(2, dtype=torch.float32) 2025-09-07T06:38:42.0363630Z >>> send_op = dist.P2POp(dist.isend, send_tensor, (rank + 1) % world_size) 2025-09-07T06:38:42.0363690Z >>> recv_op = dist.P2POp( 2025-09-07T06:38:42.0363810Z ... dist.irecv, recv_tensor, (rank - 1 + world_size) % world_size 2025-09-07T06:38:42.0363850Z ... ) 2025-09-07T06:38:42.0363940Z >>> reqs = batch_isend_irecv([send_op, recv_op]) 2025-09-07T06:38:42.0363990Z >>> for req in reqs: 2025-09-07T06:38:42.0364030Z >>> req.wait() 2025-09-07T06:38:42.0364080Z >>> recv_tensor 2025-09-07T06:38:42.0364160Z tensor([2, 3]) # Rank 0 2025-09-07T06:38:42.0364220Z tensor([0, 1]) # Rank 1 2025-09-07T06:38:42.0364220Z 2025-09-07T06:38:42.0364370Z .. note:: Note that when this API is used with the NCCL PG backend, users must set 2025-09-07T06:38:42.0364510Z the current GPU device with `torch.cuda.set_device`, otherwise it will 2025-09-07T06:38:42.0364570Z lead to unexpected hang issues. 2025-09-07T06:38:42.0364570Z 2025-09-07T06:38:42.0364710Z In addition, if this API is the first collective call in the ``group`` 2025-09-07T06:38:42.0364840Z passed to ``dist.P2POp``, all ranks of the ``group`` must participate in 2025-09-07T06:38:42.0364980Z this API call; otherwise, the behavior is undefined. If this API call is 2025-09-07T06:38:42.0365120Z not the first collective call in the ``group``, batched P2P operations 2025-09-07T06:38:42.0365240Z involving only a subset of ranks of the ``group`` are allowed. 2025-09-07T06:38:42.0365240Z 2025-09-07T06:38:42.0365420Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0365430Z 2025-09-07T06:38:42.0365830Z msg = Cannot scrape callname=all_reduce in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2837. 2025-09-07T06:38:42.0365990Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0365990Z 2025-09-07T06:38:42.0366150Z Reduces the tensor data across all machines in a way that all get the final result. 2025-09-07T06:38:42.0366160Z 2025-09-07T06:38:42.0366290Z After the call ``tensor`` is going to be bitwise identical in all processes. 2025-09-07T06:38:42.0366300Z 2025-09-07T06:38:42.0366360Z Complex tensors are supported. 2025-09-07T06:38:42.0366360Z 2025-09-07T06:38:42.0366410Z Args: 2025-09-07T06:38:42.0366530Z tensor (Tensor): Input and output of the collective. The function 2025-09-07T06:38:42.0366590Z operates in-place. 2025-09-07T06:38:42.0366660Z op (optional): One of the values from 2025-09-07T06:38:42.0366790Z ``torch.distributed.ReduceOp`` 2025-09-07T06:38:42.0366910Z enum. Specifies an operation used for element-wise reductions. 2025-09-07T06:38:42.0367050Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:42.0367130Z the default process group will be used. 2025-09-07T06:38:42.0367270Z async_op (bool, optional): Whether this op should be an async op 2025-09-07T06:38:42.0367270Z 2025-09-07T06:38:42.0367320Z Returns: 2025-09-07T06:38:42.0367410Z Async work handle, if async_op is set to True. 2025-09-07T06:38:42.0367490Z None, if not async_op or if not part of the group 2025-09-07T06:38:42.0367490Z 2025-09-07T06:38:42.0367550Z Examples: 2025-09-07T06:38:42.0367600Z >>> # xdoctest: +SKIP("no rank") 2025-09-07T06:38:42.0367690Z >>> # All tensors below are of torch.int64 type. 2025-09-07T06:38:42.0367750Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:42.0367820Z >>> device = torch.device(f"cuda:{rank}") 2025-09-07T06:38:42.0367970Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-09-07T06:38:42.0368010Z >>> tensor 2025-09-07T06:38:42.0368080Z tensor([1, 2], device='cuda:0') # Rank 0 2025-09-07T06:38:42.0368150Z tensor([3, 4], device='cuda:1') # Rank 1 2025-09-07T06:38:42.0368220Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-09-07T06:38:42.0368270Z >>> tensor 2025-09-07T06:38:42.0368340Z tensor([4, 6], device='cuda:0') # Rank 0 2025-09-07T06:38:42.0368400Z tensor([4, 6], device='cuda:1') # Rank 1 2025-09-07T06:38:42.0368400Z 2025-09-07T06:38:42.0368480Z >>> # All tensors below are of torch.cfloat type. 2025-09-07T06:38:42.0368550Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:42.0368610Z >>> tensor = torch.tensor( 2025-09-07T06:38:42.0368700Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-09-07T06:38:42.0368790Z ... ) + 2 * rank * (1 + 1j) 2025-09-07T06:38:42.0368830Z >>> tensor 2025-09-07T06:38:42.0368920Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-09-07T06:38:42.0369000Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-09-07T06:38:42.0369080Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-09-07T06:38:42.0369120Z >>> tensor 2025-09-07T06:38:42.0369200Z tensor([4.+4.j, 6.+6.j], device='cuda:0') # Rank 0 2025-09-07T06:38:42.0369290Z tensor([4.+4.j, 6.+6.j], device='cuda:1') # Rank 1 2025-09-07T06:38:42.0369290Z 2025-09-07T06:38:42.0369290Z 2025-09-07T06:38:42.0369440Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0466820Z 2025-09-07T06:38:42.0467420Z msg = Cannot scrape callname=gather_object in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3201. 2025-09-07T06:38:42.0467630Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0467700Z 2025-09-07T06:38:42.0467850Z Gathers picklable objects from the whole group in a single process. 2025-09-07T06:38:42.0467850Z 2025-09-07T06:38:42.0472630Z Similar to :func:`gather`, but Python objects can be passed in. Note that the 2025-09-07T06:38:42.0472740Z object must be picklable in order to be gathered. 2025-09-07T06:38:42.0472740Z 2025-09-07T06:38:42.0472780Z Args: 2025-09-07T06:38:42.0472860Z obj (Any): Input object. Must be picklable. 2025-09-07T06:38:42.0473000Z object_gather_list (list[Any]): Output list. On the ``dst`` rank, it 2025-09-07T06:38:42.0473120Z should be correctly sized as the size of the group for this 2025-09-07T06:38:42.0473250Z collective and will contain the output. Must be ``None`` on non-dst 2025-09-07T06:38:42.0473320Z ranks. (default is ``None``) 2025-09-07T06:38:42.0473510Z dst (int, optional): Destination rank on global process group (regardless of ``group`` argument). 2025-09-07T06:38:42.0473650Z (If both ``dst`` and ``group_dst`` are None, default is global rank 0) 2025-09-07T06:38:42.0473840Z group: (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:42.0473960Z the default process group will be used. Default is ``None``. 2025-09-07T06:38:42.0474180Z group_dst (int, optional): Destination rank on ``group``. Invalid to specify both ``dst`` and ``group_dst`` 2025-09-07T06:38:42.0474180Z 2025-09-07T06:38:42.0474260Z Returns: 2025-09-07T06:38:42.0474380Z None. On the ``dst`` rank, ``object_gather_list`` will contain the 2025-09-07T06:38:42.0474450Z output of the collective. 2025-09-07T06:38:42.0474450Z 2025-09-07T06:38:42.0474590Z .. note:: Note that this API differs slightly from the gather collective 2025-09-07T06:38:42.0474730Z since it does not provide an async_op handle and thus will be a blocking 2025-09-07T06:38:42.0474770Z call. 2025-09-07T06:38:42.0474780Z 2025-09-07T06:38:42.0474920Z .. note:: For NCCL-based processed groups, internal tensor representations 2025-09-07T06:38:42.0475060Z of objects must be moved to the GPU device before communication takes 2025-09-07T06:38:42.0475150Z place. In this case, the device used is given by 2025-09-07T06:38:42.0475290Z ``torch.cuda.current_device()`` and it is the user's responsibility to 2025-09-07T06:38:42.0475420Z ensure that this is set so that each rank has an individual GPU, via 2025-09-07T06:38:42.0475490Z ``torch.cuda.set_device()``. 2025-09-07T06:38:42.0475490Z 2025-09-07T06:38:42.0475540Z .. warning:: 2025-09-07T06:38:42.0475690Z Object collectives have a number of serious performance and scalability 2025-09-07T06:38:42.0475790Z limitations. See :ref:`object_collectives` for details. 2025-09-07T06:38:42.0475790Z 2025-09-07T06:38:42.0475840Z .. warning:: 2025-09-07T06:38:42.0475960Z :func:`gather_object` uses ``pickle`` module implicitly, which is 2025-09-07T06:38:42.0476170Z known to be insecure. It is possible to construct malicious pickle data 2025-09-07T06:38:42.0476300Z which will execute arbitrary code during unpickling. Only call this 2025-09-07T06:38:42.0476370Z function with data you trust. 2025-09-07T06:38:42.0476370Z 2025-09-07T06:38:42.0476410Z .. warning:: 2025-09-07T06:38:42.0476540Z Calling :func:`gather_object` with GPU tensors is not well supported 2025-09-07T06:38:42.0476690Z and inefficient as it incurs GPU -> CPU transfer since tensors would be 2025-09-07T06:38:42.0476800Z pickled. Please consider using :func:`gather` instead. 2025-09-07T06:38:42.0476800Z 2025-09-07T06:38:42.0476850Z Example:: 2025-09-07T06:38:42.0476940Z >>> # xdoctest: +SKIP("need process group init") 2025-09-07T06:38:42.0479590Z >>> # Note: Process group initialization omitted on each rank. 2025-09-07T06:38:42.0479660Z >>> import torch.distributed as dist 2025-09-07T06:38:42.0479720Z >>> # Assumes world_size of 3. 2025-09-07T06:38:42.0479830Z >>> gather_objects = ["foo", 12, {1: 2}] # any picklable object 2025-09-07T06:38:42.0479900Z >>> output = [None for _ in gather_objects] 2025-09-07T06:38:42.0479960Z >>> dist.gather_object( 2025-09-07T06:38:42.0480030Z ... gather_objects[dist.get_rank()], 2025-09-07T06:38:42.0480110Z ... output if dist.get_rank() == 0 else None, 2025-09-07T06:38:42.0480160Z ... dst=0 2025-09-07T06:38:42.0480200Z ... ) 2025-09-07T06:38:42.0480240Z >>> # On rank 0 2025-09-07T06:38:42.0480290Z >>> output 2025-09-07T06:38:42.0480340Z ['foo', 12, {1: 2}] 2025-09-07T06:38:42.0480340Z 2025-09-07T06:38:42.0480490Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0480490Z 2025-09-07T06:38:42.0480900Z msg = Cannot scrape callname=all_gather in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3849. 2025-09-07T06:38:42.0481060Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0481070Z 2025-09-07T06:38:42.0481160Z Gathers tensors from the whole group in a list. 2025-09-07T06:38:42.0481200Z 2025-09-07T06:38:42.0481280Z Complex and uneven sized tensors are supported. 2025-09-07T06:38:42.0481280Z 2025-09-07T06:38:42.0481330Z Args: 2025-09-07T06:38:42.0481430Z tensor_list (list[Tensor]): Output list. It should contain 2025-09-07T06:38:42.0481570Z correctly-sized tensors to be used for output of the collective. 2025-09-07T06:38:42.0481650Z Uneven sized tensors are supported. 2025-09-07T06:38:42.0481770Z tensor (Tensor): Tensor to be broadcast from current process. 2025-09-07T06:38:42.0481910Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:42.0481990Z the default process group will be used. 2025-09-07T06:38:42.0482100Z async_op (bool, optional): Whether this op should be an async op 2025-09-07T06:38:42.0482110Z 2025-09-07T06:38:42.0482150Z Returns: 2025-09-07T06:38:42.0482230Z Async work handle, if async_op is set to True. 2025-09-07T06:38:42.0482320Z None, if not async_op or if not part of the group 2025-09-07T06:38:42.0482330Z 2025-09-07T06:38:42.0482370Z Examples: 2025-09-07T06:38:42.0482450Z >>> # xdoctest: +SKIP("need process group init") 2025-09-07T06:38:42.0482540Z >>> # All tensors below are of torch.int64 dtype. 2025-09-07T06:38:42.0482600Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:42.0482680Z >>> device = torch.device(f"cuda:{rank}") 2025-09-07T06:38:42.0482730Z >>> tensor_list = [ 2025-09-07T06:38:42.0482860Z ... torch.zeros(2, dtype=torch.int64, device=device) for _ in range(2) 2025-09-07T06:38:42.0482900Z ... ] 2025-09-07T06:38:42.0482950Z >>> tensor_list 2025-09-07T06:38:42.0483070Z [tensor([0, 0], device='cuda:0'), tensor([0, 0], device='cuda:0')] # Rank 0 2025-09-07T06:38:42.0483190Z [tensor([0, 0], device='cuda:1'), tensor([0, 0], device='cuda:1')] # Rank 1 2025-09-07T06:38:42.0483380Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-09-07T06:38:42.0483420Z >>> tensor 2025-09-07T06:38:42.0483490Z tensor([1, 2], device='cuda:0') # Rank 0 2025-09-07T06:38:42.0483550Z tensor([3, 4], device='cuda:1') # Rank 1 2025-09-07T06:38:42.0483620Z >>> dist.all_gather(tensor_list, tensor) 2025-09-07T06:38:42.0483670Z >>> tensor_list 2025-09-07T06:38:42.0483790Z [tensor([1, 2], device='cuda:0'), tensor([3, 4], device='cuda:0')] # Rank 0 2025-09-07T06:38:42.0483910Z [tensor([1, 2], device='cuda:1'), tensor([3, 4], device='cuda:1')] # Rank 1 2025-09-07T06:38:42.0483910Z 2025-09-07T06:38:42.0484000Z >>> # All tensors below are of torch.cfloat dtype. 2025-09-07T06:38:42.0484320Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:42.0484370Z >>> tensor_list = [ 2025-09-07T06:38:42.0484500Z ... torch.zeros(2, dtype=torch.cfloat, device=device) for _ in range(2) 2025-09-07T06:38:42.0484540Z ... ] 2025-09-07T06:38:42.0484580Z >>> tensor_list 2025-09-07T06:38:42.0484740Z [tensor([0.+0.j, 0.+0.j], device='cuda:0'), tensor([0.+0.j, 0.+0.j], device='cuda:0')] # Rank 0 2025-09-07T06:38:42.0484890Z [tensor([0.+0.j, 0.+0.j], device='cuda:1'), tensor([0.+0.j, 0.+0.j], device='cuda:1')] # Rank 1 2025-09-07T06:38:42.0484950Z >>> tensor = torch.tensor( 2025-09-07T06:38:42.0485040Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-09-07T06:38:42.0485090Z ... ) + 2 * rank * (1 + 1j) 2025-09-07T06:38:42.0485140Z >>> tensor 2025-09-07T06:38:42.0485220Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-09-07T06:38:42.0485310Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-09-07T06:38:42.0485370Z >>> dist.all_gather(tensor_list, tensor) 2025-09-07T06:38:42.0485420Z >>> tensor_list 2025-09-07T06:38:42.0485560Z [tensor([1.+1.j, 2.+2.j], device='cuda:0'), tensor([3.+3.j, 4.+4.j], device='cuda:0')] # Rank 0 2025-09-07T06:38:42.0485710Z [tensor([1.+1.j, 2.+2.j], device='cuda:1'), tensor([3.+3.j, 4.+4.j], device='cuda:1')] # Rank 1 2025-09-07T06:38:42.0485730Z 2025-09-07T06:38:42.0485730Z 2025-09-07T06:38:42.0485890Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0485890Z 2025-09-07T06:38:42.0486310Z msg = Cannot scrape callname=all_to_all_single in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4555. 2025-09-07T06:38:42.0486490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0486500Z 2025-09-07T06:38:42.0486660Z Split input tensor and then scatter the split list to all processes in a group. 2025-09-07T06:38:42.0486660Z 2025-09-07T06:38:42.0486810Z Later the received tensors are concatenated from all the processes in the group 2025-09-07T06:38:42.0486880Z and returned as a single output tensor. 2025-09-07T06:38:42.0486880Z 2025-09-07T06:38:42.0486940Z Complex tensors are supported. 2025-09-07T06:38:42.0486960Z 2025-09-07T06:38:42.0487010Z Args: 2025-09-07T06:38:42.0487110Z output (Tensor): Gathered concatenated output tensor. 2025-09-07T06:38:42.0487180Z input (Tensor): Input tensor to scatter. 2025-09-07T06:38:42.0487310Z output_split_sizes: (list[Int], optional): Output split sizes for dim 0 2025-09-07T06:38:42.0487440Z if specified None or empty, dim 0 of ``output`` tensor must divide 2025-09-07T06:38:42.0487500Z equally by ``world_size``. 2025-09-07T06:38:42.0487630Z input_split_sizes: (list[Int], optional): Input split sizes for dim 0 2025-09-07T06:38:42.0487750Z if specified None or empty, dim 0 of ``input`` tensor must divide 2025-09-07T06:38:42.0487810Z equally by ``world_size``. 2025-09-07T06:38:42.0487950Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:42.0488030Z the default process group will be used. 2025-09-07T06:38:42.0488180Z async_op (bool, optional): Whether this op should be an async op. 2025-09-07T06:38:42.0488180Z 2025-09-07T06:38:42.0488230Z Returns: 2025-09-07T06:38:42.0488310Z Async work handle, if async_op is set to True. 2025-09-07T06:38:42.0488400Z None, if not async_op or if not part of the group. 2025-09-07T06:38:42.0488400Z 2025-09-07T06:38:42.0488450Z .. warning:: 2025-09-07T06:38:42.0488550Z `all_to_all_single` is experimental and subject to change. 2025-09-07T06:38:42.0488550Z 2025-09-07T06:38:42.0488600Z Examples: 2025-09-07T06:38:42.0488670Z >>> # xdoctest: +SKIP("Undefined rank") 2025-09-07T06:38:42.0488730Z >>> input = torch.arange(4) + rank * 4 2025-09-07T06:38:42.0488770Z >>> input 2025-09-07T06:38:42.0488830Z tensor([0, 1, 2, 3]) # Rank 0 2025-09-07T06:38:42.0488950Z tensor([4, 5, 6, 7]) # Rank 1 2025-09-07T06:38:42.0489010Z tensor([8, 9, 10, 11]) # Rank 2 2025-09-07T06:38:42.0489060Z tensor([12, 13, 14, 15]) # Rank 3 2025-09-07T06:38:42.0489160Z >>> output = torch.empty([4], dtype=torch.int64) 2025-09-07T06:38:42.0489220Z >>> dist.all_to_all_single(output, input) 2025-09-07T06:38:42.0489270Z >>> output 2025-09-07T06:38:42.0489320Z tensor([0, 4, 8, 12]) # Rank 0 2025-09-07T06:38:42.0489370Z tensor([1, 5, 9, 13]) # Rank 1 2025-09-07T06:38:42.0489430Z tensor([2, 6, 10, 14]) # Rank 2 2025-09-07T06:38:42.0489480Z tensor([3, 7, 11, 15]) # Rank 3 2025-09-07T06:38:42.0489480Z 2025-09-07T06:38:42.0489580Z >>> # Essentially, it is similar to following operation: 2025-09-07T06:38:42.0489660Z >>> scatter_list = list(input.chunk(world_size)) 2025-09-07T06:38:42.0489750Z >>> gather_list = list(output.chunk(world_size)) 2025-09-07T06:38:42.0489810Z >>> for i in range(world_size): 2025-09-07T06:38:42.0489950Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src = i) 2025-09-07T06:38:42.0489950Z 2025-09-07T06:38:42.0490010Z >>> # Another example with uneven split 2025-09-07T06:38:42.0490060Z >>> input 2025-09-07T06:38:42.0490170Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-09-07T06:38:42.0490310Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-09-07T06:38:42.0490410Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-09-07T06:38:42.0490510Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-09-07T06:38:42.0490560Z >>> input_splits 2025-09-07T06:38:42.0490660Z [2, 2, 1, 1] # Rank 0 2025-09-07T06:38:42.0490740Z [3, 2, 2, 2] # Rank 1 2025-09-07T06:38:42.0490830Z [2, 1, 1, 1] # Rank 2 2025-09-07T06:38:42.0490900Z [2, 2, 2, 1] # Rank 3 2025-09-07T06:38:42.0490950Z >>> output_splits 2025-09-07T06:38:42.0491030Z [2, 3, 2, 2] # Rank 0 2025-09-07T06:38:42.0491110Z [2, 2, 1, 2] # Rank 1 2025-09-07T06:38:42.0491180Z [1, 2, 1, 2] # Rank 2 2025-09-07T06:38:42.0491260Z [1, 2, 1, 1] # Rank 3 2025-09-07T06:38:42.0491310Z >>> output = ... 2025-09-07T06:38:42.0491430Z >>> dist.all_to_all_single(output, input, output_splits, input_splits) 2025-09-07T06:38:42.0491470Z >>> output 2025-09-07T06:38:42.0491570Z tensor([ 0, 1, 10, 11, 12, 20, 21, 30, 31]) # Rank 0 2025-09-07T06:38:42.0491670Z tensor([ 2, 3, 13, 14, 22, 32, 33]) # Rank 1 2025-09-07T06:38:42.0491760Z tensor([ 4, 15, 16, 23, 34, 35]) # Rank 2 2025-09-07T06:38:42.0491860Z tensor([ 5, 17, 18, 24, 36]) # Rank 3 2025-09-07T06:38:42.0491860Z 2025-09-07T06:38:42.0491860Z 2025-09-07T06:38:42.0491990Z >>> # Another example with tensors of torch.cfloat type. 2025-09-07T06:38:42.0492050Z >>> input = torch.tensor( 2025-09-07T06:38:42.0492140Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-09-07T06:38:42.0492190Z ... ) + 4 * rank * (1 + 1j) 2025-09-07T06:38:42.0492230Z >>> input 2025-09-07T06:38:42.0492350Z tensor([1+1j, 2+2j, 3+3j, 4+4j]) # Rank 0 2025-09-07T06:38:42.0492450Z tensor([5+5j, 6+6j, 7+7j, 8+8j]) # Rank 1 2025-09-07T06:38:42.0492560Z tensor([9+9j, 10+10j, 11+11j, 12+12j]) # Rank 2 2025-09-07T06:38:42.0492670Z tensor([13+13j, 14+14j, 15+15j, 16+16j]) # Rank 3 2025-09-07T06:38:42.0492820Z >>> output = torch.empty([4], dtype=torch.int64) 2025-09-07T06:38:42.0492890Z >>> dist.all_to_all_single(output, input) 2025-09-07T06:38:42.0492930Z >>> output 2025-09-07T06:38:42.0493040Z tensor([1+1j, 5+5j, 9+9j, 13+13j]) # Rank 0 2025-09-07T06:38:42.0493140Z tensor([2+2j, 6+6j, 10+10j, 14+14j]) # Rank 1 2025-09-07T06:38:42.0493250Z tensor([3+3j, 7+7j, 11+11j, 15+15j]) # Rank 2 2025-09-07T06:38:42.0493350Z tensor([4+4j, 8+8j, 12+12j, 16+16j]) # Rank 3 2025-09-07T06:38:42.0493360Z 2025-09-07T06:38:42.0493510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0722610Z 2025-09-07T06:38:42.0723300Z msg = Cannot scrape callname=all_to_all in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4697. 2025-09-07T06:38:42.0724080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0724110Z 2025-09-07T06:38:42.0724360Z Scatters list of input tensors to all processes in a group and return gathered list of tensors in output list. 2025-09-07T06:38:42.0724360Z 2025-09-07T06:38:42.0724430Z Complex tensors are supported. 2025-09-07T06:38:42.0724600Z 2025-09-07T06:38:42.0724660Z Args: 2025-09-07T06:38:42.0724800Z output_tensor_list (list[Tensor]): List of tensors to be gathered one 2025-09-07T06:38:42.0724860Z per rank. 2025-09-07T06:38:42.0725010Z input_tensor_list (list[Tensor]): List of tensors to scatter one per rank. 2025-09-07T06:38:42.0725220Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:42.0725300Z the default process group will be used. 2025-09-07T06:38:42.0725430Z async_op (bool, optional): Whether this op should be an async op. 2025-09-07T06:38:42.0725430Z 2025-09-07T06:38:42.0725480Z Returns: 2025-09-07T06:38:42.0725570Z Async work handle, if async_op is set to True. 2025-09-07T06:38:42.0725670Z None, if not async_op or if not part of the group. 2025-09-07T06:38:42.0725670Z 2025-09-07T06:38:42.0725730Z .. warning:: 2025-09-07T06:38:42.0725830Z `all_to_all` is experimental and subject to change. 2025-09-07T06:38:42.0725840Z 2025-09-07T06:38:42.0725890Z Examples: 2025-09-07T06:38:42.0725960Z >>> # xdoctest: +SKIP("Undefined rank") 2025-09-07T06:38:42.0726030Z >>> input = torch.arange(4) + rank * 4 2025-09-07T06:38:42.0726100Z >>> input = list(input.chunk(4)) 2025-09-07T06:38:42.0726150Z >>> input 2025-09-07T06:38:42.0726260Z [tensor([0]), tensor([1]), tensor([2]), tensor([3])] # Rank 0 2025-09-07T06:38:42.0726370Z [tensor([4]), tensor([5]), tensor([6]), tensor([7])] # Rank 1 2025-09-07T06:38:42.0726480Z [tensor([8]), tensor([9]), tensor([10]), tensor([11])] # Rank 2 2025-09-07T06:38:42.0726590Z [tensor([12]), tensor([13]), tensor([14]), tensor([15])] # Rank 3 2025-09-07T06:38:42.0726710Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-09-07T06:38:42.0726780Z >>> dist.all_to_all(output, input) 2025-09-07T06:38:42.0726830Z >>> output 2025-09-07T06:38:42.0727020Z [tensor([0]), tensor([4]), tensor([8]), tensor([12])] # Rank 0 2025-09-07T06:38:42.0727170Z [tensor([1]), tensor([5]), tensor([9]), tensor([13])] # Rank 1 2025-09-07T06:38:42.0727280Z [tensor([2]), tensor([6]), tensor([10]), tensor([14])] # Rank 2 2025-09-07T06:38:42.0727390Z [tensor([3]), tensor([7]), tensor([11]), tensor([15])] # Rank 3 2025-09-07T06:38:42.0727390Z 2025-09-07T06:38:42.0727500Z >>> # Essentially, it is similar to following operation: 2025-09-07T06:38:42.0727560Z >>> scatter_list = input 2025-09-07T06:38:42.0727610Z >>> gather_list = output 2025-09-07T06:38:42.0727680Z >>> for i in range(world_size): 2025-09-07T06:38:42.0727830Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src=i) 2025-09-07T06:38:42.0727950Z 2025-09-07T06:38:42.0728000Z >>> input 2025-09-07T06:38:42.0728110Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-09-07T06:38:42.0728220Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-09-07T06:38:42.0728310Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-09-07T06:38:42.0728420Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-09-07T06:38:42.0728470Z >>> input_splits 2025-09-07T06:38:42.0728550Z [2, 2, 1, 1] # Rank 0 2025-09-07T06:38:42.0728630Z [3, 2, 2, 2] # Rank 1 2025-09-07T06:38:42.0728710Z [2, 1, 1, 1] # Rank 2 2025-09-07T06:38:42.0728790Z [2, 2, 2, 1] # Rank 3 2025-09-07T06:38:42.0728840Z >>> output_splits 2025-09-07T06:38:42.0728920Z [2, 3, 2, 2] # Rank 0 2025-09-07T06:38:42.0728990Z [2, 2, 1, 2] # Rank 1 2025-09-07T06:38:42.0729070Z [1, 2, 1, 2] # Rank 2 2025-09-07T06:38:42.0729190Z [1, 2, 1, 1] # Rank 3 2025-09-07T06:38:42.0729260Z >>> input = list(input.split(input_splits)) 2025-09-07T06:38:42.0729310Z >>> input 2025-09-07T06:38:42.0729440Z [tensor([0, 1]), tensor([2, 3]), tensor([4]), tensor([5])] # Rank 0 2025-09-07T06:38:42.0729590Z [tensor([10, 11, 12]), tensor([13, 14]), tensor([15, 16]), tensor([17, 18])] # Rank 1 2025-09-07T06:38:42.0729720Z [tensor([20, 21]), tensor([22]), tensor([23]), tensor([24])] # Rank 2 2025-09-07T06:38:42.0729850Z [tensor([30, 31]), tensor([32, 33]), tensor([34, 35]), tensor([36])] # Rank 3 2025-09-07T06:38:42.0729890Z >>> output = ... 2025-09-07T06:38:42.0729960Z >>> dist.all_to_all(output, input) 2025-09-07T06:38:42.0730010Z >>> output 2025-09-07T06:38:42.0730130Z [tensor([0, 1]), tensor([10, 11, 12]), tensor([20, 21]), tensor([30, 31])] # Rank 0 2025-09-07T06:38:42.0730260Z [tensor([2, 3]), tensor([13, 14]), tensor([22]), tensor([32, 33])] # Rank 1 2025-09-07T06:38:42.0730390Z [tensor([4]), tensor([15, 16]), tensor([23]), tensor([34, 35])] # Rank 2 2025-09-07T06:38:42.0730510Z [tensor([5]), tensor([17, 18]), tensor([24]), tensor([36])] # Rank 3 2025-09-07T06:38:42.0730510Z 2025-09-07T06:38:42.0730620Z >>> # Another example with tensors of torch.cfloat type. 2025-09-07T06:38:42.0730680Z >>> input = torch.tensor( 2025-09-07T06:38:42.0730770Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-09-07T06:38:42.0730830Z ... ) + 4 * rank * (1 + 1j) 2025-09-07T06:38:42.0730900Z >>> input = list(input.chunk(4)) 2025-09-07T06:38:42.0730940Z >>> input 2025-09-07T06:38:42.0731080Z [tensor([1+1j]), tensor([2+2j]), tensor([3+3j]), tensor([4+4j])] # Rank 0 2025-09-07T06:38:42.0731270Z [tensor([5+5j]), tensor([6+6j]), tensor([7+7j]), tensor([8+8j])] # Rank 1 2025-09-07T06:38:42.0731420Z [tensor([9+9j]), tensor([10+10j]), tensor([11+11j]), tensor([12+12j])] # Rank 2 2025-09-07T06:38:42.0731550Z [tensor([13+13j]), tensor([14+14j]), tensor([15+15j]), tensor([16+16j])] # Rank 3 2025-09-07T06:38:42.0731670Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-09-07T06:38:42.0731740Z >>> dist.all_to_all(output, input) 2025-09-07T06:38:42.0731790Z >>> output 2025-09-07T06:38:42.0731920Z [tensor([1+1j]), tensor([5+5j]), tensor([9+9j]), tensor([13+13j])] # Rank 0 2025-09-07T06:38:42.0732050Z [tensor([2+2j]), tensor([6+6j]), tensor([10+10j]), tensor([14+14j])] # Rank 1 2025-09-07T06:38:42.0732260Z [tensor([3+3j]), tensor([7+7j]), tensor([11+11j]), tensor([15+15j])] # Rank 2 2025-09-07T06:38:42.0732390Z [tensor([4+4j]), tensor([8+8j]), tensor([12+12j]), tensor([16+16j])] # Rank 3 2025-09-07T06:38:42.0732400Z 2025-09-07T06:38:42.0732400Z 2025-09-07T06:38:42.0732560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0732560Z 2025-09-07T06:38:42.0732950Z msg = Cannot scrape callname=__doc__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/launch.py line=2. 2025-09-07T06:38:42.0733100Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0733110Z 2025-09-07T06:38:42.0733170Z Module ``torch.distributed.launch``. 2025-09-07T06:38:42.0733180Z 2025-09-07T06:38:42.0733330Z ``torch.distributed.launch`` is a module that spawns up multiple distributed 2025-09-07T06:38:42.0733420Z training processes on each of the training nodes. 2025-09-07T06:38:42.0733420Z 2025-09-07T06:38:42.0733470Z .. warning:: 2025-09-07T06:38:42.0733470Z 2025-09-07T06:38:42.0733630Z This module is going to be deprecated in favor of :ref:`torchrun `. 2025-09-07T06:38:42.0733630Z 2025-09-07T06:38:42.0733780Z The utility can be used for single-node distributed training, in which one or 2025-09-07T06:38:42.0733940Z more processes per node will be spawned. The utility can be used for either 2025-09-07T06:38:42.0734080Z CPU training or GPU training. If the utility is used for GPU training, 2025-09-07T06:38:42.0734220Z each distributed process will be operating on a single GPU. This can achieve 2025-09-07T06:38:42.0734400Z well-improved single-node training performance. It can also be used in 2025-09-07T06:38:42.0734570Z multi-node distributed training, by spawning up multiple processes on each node 2025-09-07T06:38:42.0734710Z for well-improved multi-node distributed training performance as well. 2025-09-07T06:38:42.0734850Z This will especially be beneficial for systems with multiple Infiniband 2025-09-07T06:38:42.0735000Z interfaces that have direct-GPU support, since all of them can be utilized for 2025-09-07T06:38:42.0735070Z aggregated communication bandwidth. 2025-09-07T06:38:42.0735080Z 2025-09-07T06:38:42.0735220Z In both cases of single-node distributed training or multi-node distributed 2025-09-07T06:38:42.0735360Z training, this utility will launch the given number of processes per node 2025-09-07T06:38:42.0735500Z (``--nproc-per-node``). If used for GPU training, this number needs to be less 2025-09-07T06:38:42.0735640Z or equal to the number of GPUs on the current system (``nproc_per_node``), 2025-09-07T06:38:42.0735760Z and each process will be operating on a single GPU from *GPU 0 to 2025-09-07T06:38:42.0735830Z GPU (nproc_per_node - 1)*. 2025-09-07T06:38:42.0735830Z 2025-09-07T06:38:42.0735890Z **How to use this module:** 2025-09-07T06:38:42.0735890Z 2025-09-07T06:38:42.0735980Z 1. Single-Node multi-process distributed training 2025-09-07T06:38:42.0735980Z 2025-09-07T06:38:42.0736030Z :: 2025-09-07T06:38:42.0736030Z 2025-09-07T06:38:42.0736180Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-09-07T06:38:42.0736330Z YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 and all other 2025-09-07T06:38:42.0736410Z arguments of your training script) 2025-09-07T06:38:42.0736420Z 2025-09-07T06:38:42.0736540Z 2. Multi-Node multi-process distributed training: (e.g. two nodes) 2025-09-07T06:38:42.0736550Z 2025-09-07T06:38:42.0736550Z 2025-09-07T06:38:42.0736640Z Node 1: *(IP: 192.168.1.1, and has a free port: 1234)* 2025-09-07T06:38:42.0736640Z 2025-09-07T06:38:42.0736680Z :: 2025-09-07T06:38:42.0736680Z 2025-09-07T06:38:42.0736830Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-09-07T06:38:42.0736930Z --nnodes=2 --node-rank=0 --master-addr="192.168.1.1" 2025-09-07T06:38:42.0737070Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-09-07T06:38:42.0737220Z and all other arguments of your training script) 2025-09-07T06:38:42.0737220Z 2025-09-07T06:38:42.0737270Z Node 2: 2025-09-07T06:38:42.0737270Z 2025-09-07T06:38:42.0737310Z :: 2025-09-07T06:38:42.0737320Z 2025-09-07T06:38:42.0737460Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-09-07T06:38:42.0737560Z --nnodes=2 --node-rank=1 --master-addr="192.168.1.1" 2025-09-07T06:38:42.0737690Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-09-07T06:38:42.0737780Z and all other arguments of your training script) 2025-09-07T06:38:42.0737780Z 2025-09-07T06:38:42.0737880Z 3. To look up what optional arguments this module offers: 2025-09-07T06:38:42.0737890Z 2025-09-07T06:38:42.0737930Z :: 2025-09-07T06:38:42.0737930Z 2025-09-07T06:38:42.0738010Z python -m torch.distributed.launch --help 2025-09-07T06:38:42.0738010Z 2025-09-07T06:38:42.0738020Z 2025-09-07T06:38:42.0738070Z **Important Notices:** 2025-09-07T06:38:42.0738070Z 2025-09-07T06:38:42.0738190Z 1. This utility and multi-process distributed (single-node or 2025-09-07T06:38:42.0738340Z multi-node) GPU training currently only achieves the best performance using 2025-09-07T06:38:42.0738490Z the NCCL distributed backend. Thus NCCL backend is the recommended backend to 2025-09-07T06:38:42.0738570Z use for GPU training. 2025-09-07T06:38:42.0738580Z 2025-09-07T06:38:42.0738710Z 2. In your training program, you must parse the command-line argument: 2025-09-07T06:38:42.0738850Z ``--local-rank=LOCAL_PROCESS_RANK``, which will be provided by this module. 2025-09-07T06:38:42.0739020Z If your training program uses GPUs, you should ensure that your code only 2025-09-07T06:38:42.0739140Z runs on the GPU device of LOCAL_PROCESS_RANK. This can be done by: 2025-09-07T06:38:42.0739140Z 2025-09-07T06:38:42.0739200Z Parsing the local_rank argument 2025-09-07T06:38:42.0739200Z 2025-09-07T06:38:42.0739240Z :: 2025-09-07T06:38:42.0739250Z 2025-09-07T06:38:42.0739300Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.0739350Z >>> import argparse 2025-09-07T06:38:42.0739430Z >>> parser = argparse.ArgumentParser() 2025-09-07T06:38:42.0739550Z >>> parser.add_argument("--local-rank", "--local_rank", type=int) 2025-09-07T06:38:42.0739610Z >>> args = parser.parse_args() 2025-09-07T06:38:42.0739620Z 2025-09-07T06:38:42.0739690Z Set your device to local rank using either 2025-09-07T06:38:42.0739690Z 2025-09-07T06:38:42.0739730Z :: 2025-09-07T06:38:42.0739730Z 2025-09-07T06:38:42.0739860Z >>> torch.cuda.set_device(args.local_rank) # before your code runs 2025-09-07T06:38:42.0739860Z 2025-09-07T06:38:42.0739900Z or 2025-09-07T06:38:42.0739900Z 2025-09-07T06:38:42.0739950Z :: 2025-09-07T06:38:42.0739950Z 2025-09-07T06:38:42.0740030Z >>> with torch.cuda.device(args.local_rank): 2025-09-07T06:38:42.0740090Z >>> # your code to run 2025-09-07T06:38:42.0740130Z >>> ... 2025-09-07T06:38:42.0740130Z 2025-09-07T06:38:42.0740190Z .. versionchanged:: 2.0.0 2025-09-07T06:38:42.0740190Z 2025-09-07T06:38:42.0740340Z The launcher will passes the ``--local-rank=`` argument to your script. 2025-09-07T06:38:42.0740520Z From PyTorch 2.0.0 onwards, the dashed ``--local-rank`` is preferred over the 2025-09-07T06:38:42.0740600Z previously used underscored ``--local_rank``. 2025-09-07T06:38:42.0740610Z 2025-09-07T06:38:42.0740750Z For backward compatibility, it may be necessary for users to handle both 2025-09-07T06:38:42.0740910Z cases in their argument parsing code. This means including both ``"--local-rank"`` 2025-09-07T06:38:42.0741050Z and ``"--local_rank"`` in the argument parser. If only ``"--local_rank"`` is 2025-09-07T06:38:42.0741200Z provided, the launcher will trigger an error: "error: unrecognized arguments: 2025-09-07T06:38:42.0741350Z --local-rank=". For training code that only supports PyTorch 2.0.0+, 2025-09-07T06:38:42.0741440Z including ``"--local-rank"`` should be sufficient. 2025-09-07T06:38:42.0741490Z 2025-09-07T06:38:42.0741640Z 3. In your training program, you are supposed to call the following function 2025-09-07T06:38:42.0741790Z at the beginning to start the distributed backend. It is strongly recommended 2025-09-07T06:38:42.0741940Z that ``init_method=env://``. Other init methods (e.g. ``tcp://``) may work, 2025-09-07T06:38:42.0742070Z but ``env://`` is the one that is officially supported by this module. 2025-09-07T06:38:42.0742070Z 2025-09-07T06:38:42.0742110Z :: 2025-09-07T06:38:42.0742120Z 2025-09-07T06:38:42.0742240Z >>> torch.distributed.init_process_group(backend='YOUR BACKEND', 2025-09-07T06:38:42.0742330Z >>> init_method='env://') 2025-09-07T06:38:42.0742340Z 2025-09-07T06:38:42.0742480Z 4. In your training program, you can either use regular distributed functions 2025-09-07T06:38:42.0742630Z or use :func:`torch.nn.parallel.DistributedDataParallel` module. If your 2025-09-07T06:38:42.0742760Z training program uses GPUs for training and you would like to use 2025-09-07T06:38:42.0742880Z :func:`torch.nn.parallel.DistributedDataParallel` module, 2025-09-07T06:38:42.0742930Z here is how to configure it. 2025-09-07T06:38:42.0742930Z 2025-09-07T06:38:42.0742980Z :: 2025-09-07T06:38:42.0742980Z 2025-09-07T06:38:42.0743100Z >>> model = torch.nn.parallel.DistributedDataParallel(model, 2025-09-07T06:38:42.0743220Z >>> device_ids=[args.local_rank], 2025-09-07T06:38:42.0743310Z >>> output_device=args.local_rank) 2025-09-07T06:38:42.0743310Z 2025-09-07T06:38:42.0743480Z Please ensure that ``device_ids`` argument is set to be the only GPU device id 2025-09-07T06:38:42.0743620Z that your code will be operating on. This is generally the local rank of the 2025-09-07T06:38:42.0743770Z process. In other words, the ``device_ids`` needs to be ``[args.local_rank]``, 2025-09-07T06:38:42.0743900Z and ``output_device`` needs to be ``args.local_rank`` in order to use this 2025-09-07T06:38:42.0743950Z utility 2025-09-07T06:38:42.0743950Z 2025-09-07T06:38:42.0744110Z 5. Another way to pass ``local_rank`` to the subprocesses via environment variable 2025-09-07T06:38:42.0744240Z ``LOCAL_RANK``. This behavior is enabled when you launch the script with 2025-09-07T06:38:42.0744380Z ``--use-env=True``. You must adjust the subprocess example above to replace 2025-09-07T06:38:42.0744510Z ``args.local_rank`` with ``os.environ['LOCAL_RANK']``; the launcher 2025-09-07T06:38:42.0744610Z will not pass ``--local-rank`` when you specify this flag. 2025-09-07T06:38:42.0744620Z 2025-09-07T06:38:42.0744660Z .. warning:: 2025-09-07T06:38:42.0744660Z 2025-09-07T06:38:42.0744790Z ``local_rank`` is NOT globally unique: it is only unique per process 2025-09-07T06:38:42.0744920Z on a machine. Thus, don't use it to decide if you should, e.g., 2025-09-07T06:38:42.0744990Z write to a networked filesystem. See 2025-09-07T06:38:42.0745120Z https://github.com/pytorch/pytorch/issues/12042 for an example of 2025-09-07T06:38:42.0745220Z how things can go wrong if you don't do this correctly. 2025-09-07T06:38:42.0745220Z 2025-09-07T06:38:42.0745230Z 2025-09-07T06:38:42.0745260Z 2025-09-07T06:38:42.0745260Z 2025-09-07T06:38:42.0745410Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0922380Z 2025-09-07T06:38:42.0922980Z msg = Cannot scrape callname=DeviceMesh.__getitem__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py line=701. 2025-09-07T06:38:42.0923150Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:42.0923150Z 2025-09-07T06:38:42.0923320Z Slice the current DeviceMesh based on the mesh_dim_names given to create a submesh. 2025-09-07T06:38:42.0923490Z The submesh created consists of the dimensions and the communicators indicated by 2025-09-07T06:38:42.0923710Z ``mesh_dim_names`` 2025-09-07T06:38:42.0923710Z 2025-09-07T06:38:42.0923760Z Args: 2025-09-07T06:38:42.0923910Z mesh_dim_names (Union[str, Tuple[str]]): the name or the tuple of names of the 2025-09-07T06:38:42.0924060Z mesh dimension of the DeviceMesh to create the submesh for. 2025-09-07T06:38:42.0924110Z Returns: 2025-09-07T06:38:42.0924170Z A :class:`DeviceMesh` object 2025-09-07T06:38:42.0924180Z 2025-09-07T06:38:42.0924350Z The following program runs on each process/rank in an SPMD manner in a world size of 8. 2025-09-07T06:38:42.0924400Z In the first example: 2025-09-07T06:38:42.0924570Z Calling mesh_2d["tp"] on rank 0, 1, 2, 3 returns a 1D submesh of DeviceMesh:([0, 1, 2, 3]). 2025-09-07T06:38:42.0924720Z Calling mesh_2d["tp"] on rank 4, 5, 6, 7 returns a 1D submesh of DeviceMesh:([4, 5, 6, 7]). 2025-09-07T06:38:42.0924870Z Calling mesh_2d["dp"] on rank 0, 4 returns a 1D submesh of DeviceMesh:([0, 4]). 2025-09-07T06:38:42.0925010Z Calling mesh_2d["dp"] on rank 1, 5 returns a 1D submesh of DeviceMesh:([1, 5]). 2025-09-07T06:38:42.0925150Z Calling mesh_2d["dp"] on rank 2, 6 returns a 1D submesh of DeviceMesh:([2, 6]). 2025-09-07T06:38:42.0925290Z Calling mesh_2d["dp"] on rank 3, 7 returns a 1D submesh of DeviceMesh:([3, 7]). 2025-09-07T06:38:42.0925290Z 2025-09-07T06:38:42.0925390Z In the second example: 2025-09-07T06:38:42.0925570Z Calling mesh_3d["dp", "cp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 1], [4, 5]]). 2025-09-07T06:38:42.0925730Z Calling mesh_3d["dp", "cp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 3], [6, 7]]). 2025-09-07T06:38:42.0925920Z Calling mesh_3d["cp", "dp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 4], [1, 5]]). 2025-09-07T06:38:42.0926080Z Calling mesh_3d["cp", "dp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 6], [3, 7]]). 2025-09-07T06:38:42.0926080Z 2025-09-07T06:38:42.0926130Z Example:: 2025-09-07T06:38:42.0926130Z 2025-09-07T06:38:42.0926200Z >>> # xdoctest: +SKIP("no rank") 2025-09-07T06:38:42.0926310Z >>> from torch.distributed.device_mesh import DeviceMesh 2025-09-07T06:38:42.0926350Z >>> 2025-09-07T06:38:42.0926480Z >>> # Initialize a 2D device mesh as (2, 4) to represent the topology 2025-09-07T06:38:42.0926570Z >>> # of cross-host(dim 0), and within-host (dim 1). 2025-09-07T06:38:42.0926740Z >>> mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-09-07T06:38:42.0926790Z >>> tp_mesh = mesh_2d["tp"] 2025-09-07T06:38:42.0926850Z >>> dp_mesh = mesh_2d["dp"] 2025-09-07T06:38:42.0926890Z >>> 2025-09-07T06:38:42.0926950Z >>> # Initialize a 3D mesh. 2025-09-07T06:38:42.0927120Z >>> mesh_3d = init_device_mesh(device_type="cuda", (2,2,2), mesh_dim_names=("dp", "pp", "cp")) 2025-09-07T06:38:42.0927300Z >>> # The order of the mesh_dim_names provided deteremines the order of dimensions in the submesh. 2025-09-07T06:38:42.0927370Z >>> dp_cp_mesh = mesh_3d["dp", "cp"] 2025-09-07T06:38:42.0927430Z >>> cp_dp_mesh = mesh_3d["cp", "dp"] 2025-09-07T06:38:42.0927440Z 2025-09-07T06:38:42.0927900Z Original Error: SyntaxError('positional argument follows keyword argument', ('', 6, 82, 'mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp"))\n', 6, 83)) 2025-09-07T06:38:42.0927910Z 2025-09-07T06:38:42.0928070Z mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-09-07T06:38:42.0928150Z ^ 2025-09-07T06:38:42.0928630Z msg = Cannot scrape callname=BroadcastingTorchSaveReader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=40. 2025-09-07T06:38:42.0928790Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0928790Z 2025-09-07T06:38:42.0928970Z StorageReader for reading a Torch Save file. This reader will read the entire checkpoint 2025-09-07T06:38:42.0929190Z on the coordinator rank, and then broadcast and shard each tensor to all ranks. 2025-09-07T06:38:42.0929190Z 2025-09-07T06:38:42.0929290Z . N.B. Intended to be used with DynamicMetaLoadPlanner 2025-09-07T06:38:42.0929300Z 2025-09-07T06:38:42.0929340Z .. warning:: 2025-09-07T06:38:42.0929450Z Current implementation only supports loading Tensors. 2025-09-07T06:38:42.0929450Z 2025-09-07T06:38:42.0929510Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.0929570Z >>> sd = {"mode": model} 2025-09-07T06:38:42.0929620Z >>> dcp.load( 2025-09-07T06:38:42.0929660Z >>> sd, 2025-09-07T06:38:42.0929750Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-09-07T06:38:42.0929820Z >>> planner=DynamicMetaLoadPlanner(), 2025-09-07T06:38:42.0929890Z >>> checkpoint_id="path_to_model.pt" 2025-09-07T06:38:42.0929930Z >>> ) 2025-09-07T06:38:42.0929930Z 2025-09-07T06:38:42.0930080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0930080Z 2025-09-07T06:38:42.0930550Z msg = Cannot scrape callname=DynamicMetaLoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=151. 2025-09-07T06:38:42.0930710Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0930730Z 2025-09-07T06:38:42.0930950Z Extension of DefaultLoadPlanner, which creates a new Metadata object based on the passed in state dict, 2025-09-07T06:38:42.0931140Z avoiding the need to read metadata from disk. This is useful when reading formats which don't have a 2025-09-07T06:38:42.0931300Z metadata file, like Torch Save files. 2025-09-07T06:38:42.0931300Z 2025-09-07T06:38:42.0931420Z . N.B. Intended to be used with BroadcastingTorchSaveReader 2025-09-07T06:38:42.0931420Z 2025-09-07T06:38:42.0931470Z .. warning:: 2025-09-07T06:38:42.0931570Z Current implementation only supports loading Tensors. 2025-09-07T06:38:42.0931580Z 2025-09-07T06:38:42.0931640Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.0931690Z >>> sd = {"mode": model} 2025-09-07T06:38:42.0931740Z >>> dcp.load( 2025-09-07T06:38:42.0931780Z >>> sd, 2025-09-07T06:38:42.0931870Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-09-07T06:38:42.0931940Z >>> planner=DynamicMetaLoadPlanner(), 2025-09-07T06:38:42.0932000Z >>> checkpoint_id="path_to_model.pt" 2025-09-07T06:38:42.0932050Z >>> ) 2025-09-07T06:38:42.0932050Z 2025-09-07T06:38:42.0932200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.0932200Z 2025-09-07T06:38:42.0932620Z msg = Cannot scrape callname=SavePlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=122. 2025-09-07T06:38:42.0932780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.0932790Z 2025-09-07T06:38:42.0932960Z Abstract class defining the protocol used by save_state_dict to plan the save process. 2025-09-07T06:38:42.0932960Z 2025-09-07T06:38:42.0933170Z SavePlanners are stateful objects that can be used to customize the whole save process. 2025-09-07T06:38:42.0933170Z 2025-09-07T06:38:42.0933340Z SavePlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-09-07T06:38:42.0933410Z will be visible to the whole process. 2025-09-07T06:38:42.0933410Z 2025-09-07T06:38:42.0933570Z A planner subclass can expect the following sequence of calls during save_state_dict: 2025-09-07T06:38:42.0933570Z 2025-09-07T06:38:42.0933650Z 1) set_up_planner - called on all ranks. 2025-09-07T06:38:42.0933720Z Signals the start of a checkpoint save. 2025-09-07T06:38:42.0933720Z 2025-09-07T06:38:42.0933790Z 2) create_local_plan - called on all ranks. 2025-09-07T06:38:42.0933960Z Process the state_dict and produces a `SavePlan` that will be sent for global planning. 2025-09-07T06:38:42.0934020Z 2025-09-07T06:38:42.0934140Z 3) create_global_plan - called on the coordinator rank only. 2025-09-07T06:38:42.0934260Z Takes the SavePlan from all ranks and make any global decision. 2025-09-07T06:38:42.0934260Z 2025-09-07T06:38:42.0934330Z 4) finish_plan - called on all ranks. 2025-09-07T06:38:42.0934460Z This gives each rank a chance to adjust to global planning decisions. 2025-09-07T06:38:42.0934460Z 2025-09-07T06:38:42.0934560Z 5) resolve_data - called multiple times on each rank 2025-09-07T06:38:42.0934690Z Lookups a value on the `state_dict` for the storage layer to write. 2025-09-07T06:38:42.0934690Z 2025-09-07T06:38:42.0934880Z Users are recommended to extend DefaultSavePlanner instead of this interface directly as 2025-09-07T06:38:42.0934990Z most changes can be expressed by changes in a single method. 2025-09-07T06:38:42.0934990Z 2025-09-07T06:38:42.0935060Z There are 3 usual patterns of extension: 2025-09-07T06:38:42.0935060Z 2025-09-07T06:38:42.0935210Z Rewriting state_dict. This is the simplest way to extend the save process as it 2025-09-07T06:38:42.0935350Z doesn't requite understanding the intrincacies of how SavePlan works: 2025-09-07T06:38:42.0935360Z 2025-09-07T06:38:42.0935420Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.0935500Z >>> class RenamePlanner(DefaultSavePlanner): 2025-09-07T06:38:42.0935590Z >>> def set_up_planner( 2025-09-07T06:38:42.0935630Z >>> self, 2025-09-07T06:38:42.0935690Z >>> state_dict: STATE_DICT_TYPE, 2025-09-07T06:38:42.0935770Z >>> storage_meta: Optional[StorageMeta], 2025-09-07T06:38:42.0935830Z >>> is_coordinator: bool, 2025-09-07T06:38:42.0935870Z >>> ) -> None: 2025-09-07T06:38:42.0935960Z >>> # prefix all keys with `foo_`` 2025-09-07T06:38:42.0936140Z >>> super().set_up_planner({"foo_" + k: v for k, v in state_dict.items()}, storage_meta, is_coordinator) 2025-09-07T06:38:42.0936140Z 2025-09-07T06:38:42.0936350Z Modifying local plan and lookup in tandem. This is useful when fine control of how data is persisted 2025-09-07T06:38:42.0936350Z 2025-09-07T06:38:42.0936410Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.0936490Z >>> class FP16Planner(DefaultSavePlanner): 2025-09-07T06:38:42.0936550Z >>> def create_local_plan(self): 2025-09-07T06:38:42.0936620Z >>> plan = super().create_local_plan() 2025-09-07T06:38:42.0936670Z >>> for p in plan: 2025-09-07T06:38:42.0936750Z >>> if p.tensor_data is not None: 2025-09-07T06:38:42.0936850Z >>> p.tensor_data.properties.dtype = torch.float16 2025-09-07T06:38:42.0936900Z >>> return plan 2025-09-07T06:38:42.0936940Z >>> 2025-09-07T06:38:42.0937000Z >>> def resolve_data(self, write_item): 2025-09-07T06:38:42.0937080Z >>> item = super().resolve_data(write_item) 2025-09-07T06:38:42.0937250Z >>> return item if write_item.type == WriteItemType.BYTE_IO else item.to(torch.float16) 2025-09-07T06:38:42.0937260Z 2025-09-07T06:38:42.0937460Z Using the global planning step to make central decisions that can't be made individually by each rank 2025-09-07T06:38:42.0937460Z 2025-09-07T06:38:42.0937530Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.0943360Z >>> from itertools import zip_longest 2025-09-07T06:38:42.0943450Z >>> from dataclasses import replace 2025-09-07T06:38:42.0943560Z >>> class DDPLoadBalancingPlanner(DefaultSavePlanner): 2025-09-07T06:38:42.0943740Z >>> # This uses the default local plan behavior of having all non-sharded writes in rank 0 2025-09-07T06:38:42.0943830Z >>> # This sample doesn't handle ShardedTensors 2025-09-07T06:38:42.0943920Z >>> def create_global_plan(self, all_plans): 2025-09-07T06:38:42.0944020Z >>> iters = [iter(all_plans[0].items)] * len(all_plans) 2025-09-07T06:38:42.0944080Z >>> items_per_rank = [ 2025-09-07T06:38:42.0944170Z >>> [item for item in items if item is not None] 2025-09-07T06:38:42.0944280Z >>> for items in zip(*zip_longest(*iters), strict=True) 2025-09-07T06:38:42.0944390Z >>> ] 2025-09-07T06:38:42.0944450Z >>> all_plans = [ 2025-09-07T06:38:42.0944520Z >>> replace(plan, items=items) 2025-09-07T06:38:42.0944650Z >>> for plan, items in zip(all_plans, items_per_rank, strict=True) 2025-09-07T06:38:42.0944690Z >>> ] 2025-09-07T06:38:42.0944790Z >>> return super().create_global_plan(all_plans) 2025-09-07T06:38:42.0944790Z 2025-09-07T06:38:42.0944960Z Finally, some planners need to save additional metadata in the checkpoint, this is 2025-09-07T06:38:42.0945130Z accomplished by having each rank contribute their data items in the local plan and 2025-09-07T06:38:42.0945200Z the global planner aggregate them: 2025-09-07T06:38:42.0945200Z 2025-09-07T06:38:42.0945270Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.0945370Z >>> class SaveExtraDataPlanner(DefaultSavePlanner): 2025-09-07T06:38:42.0945460Z >>> def create_local_plan(self) -> SavePlan: 2025-09-07T06:38:42.0945530Z >>> plan = super().create_local_plan() 2025-09-07T06:38:42.0945640Z >>> return replace(plan, planner_data="per-rank-data") 2025-09-07T06:38:42.0945680Z >>> 2025-09-07T06:38:42.0945880Z >>> def create_global_plan(self, all_plans: List[SavePlan]) -> Tuple[List[SavePlan], Metadata]: 2025-09-07T06:38:42.0946000Z >>> global_plan, metadata = super().create_global_plan(all_plans) 2025-09-07T06:38:42.0946130Z >>> merged_data = [p.planner_data for p in global_plan] 2025-09-07T06:38:42.0946240Z >>> metadata = replace(metadata, planner_data=merged_data) 2025-09-07T06:38:42.0946310Z >>> return global_plan, metadata 2025-09-07T06:38:42.0946310Z 2025-09-07T06:38:42.0946510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.1099150Z 2025-09-07T06:38:42.1100080Z msg = Cannot scrape callname=LoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=305. 2025-09-07T06:38:42.1100260Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.1100260Z 2025-09-07T06:38:42.1100450Z Abstract class defining the protocol used by load_state_dict to plan the load process. 2025-09-07T06:38:42.1100450Z 2025-09-07T06:38:42.1100670Z LoadPlanner are stateful objects that can be used to customize the whole load process. 2025-09-07T06:38:42.1100670Z 2025-09-07T06:38:42.1100850Z LoadPlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-09-07T06:38:42.1100920Z will be visible to the whole process. 2025-09-07T06:38:42.1100920Z 2025-09-07T06:38:42.1101100Z A planner subclass can expect the following sequence of calls during load_state_dict: 2025-09-07T06:38:42.1101100Z 2025-09-07T06:38:42.1101170Z 1) set_up_planner - called on all ranks. 2025-09-07T06:38:42.1101250Z Signals the start of loading a checkpoint. 2025-09-07T06:38:42.1101250Z 2025-09-07T06:38:42.1101330Z 2) create_local_plan - called on all ranks. 2025-09-07T06:38:42.1101510Z Process the state_dict and produces a `LoadPlan` that will be sent for global planning. 2025-09-07T06:38:42.1101510Z 2025-09-07T06:38:42.1101790Z 3) create_global_plan - called on the coordinator rank only. 2025-09-07T06:38:42.1101930Z Takes the LoadPlan from all ranks and make any global decision. 2025-09-07T06:38:42.1101930Z 2025-09-07T06:38:42.1102020Z 4) load_bytes - called multiple times on each rank 2025-09-07T06:38:42.1102130Z This is called once per non-tensor value in state_dict. 2025-09-07T06:38:42.1102130Z 2025-09-07T06:38:42.1102270Z 5) resolve_tensor and commit_tensor - called multiple times on each rank 2025-09-07T06:38:42.1102380Z They are called in pair for each Tensor value in state_dict. 2025-09-07T06:38:42.1102390Z 2025-09-07T06:38:42.1102580Z Users are recommended to extend DefaultLoadPlanner instead of this interface directly as 2025-09-07T06:38:42.1102690Z most changes can be expressed by changes in a single method. 2025-09-07T06:38:42.1102800Z 2025-09-07T06:38:42.1102880Z There are two usual patterns of extension: 2025-09-07T06:38:42.1102880Z 2025-09-07T06:38:42.1103040Z Rewriting state_dict. This is the simplest way to extend the load process as it 2025-09-07T06:38:42.1103200Z doesn't requite understanding the intrincacies of how LoadPlan works. We need 2025-09-07T06:38:42.1103330Z to keep a reference to the original state_dict as load happens in place so 2025-09-07T06:38:42.1103400Z we need to be able to perform it in place 2025-09-07T06:38:42.1103400Z 2025-09-07T06:38:42.1103470Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.1103550Z >>> class RenamePlanner(DefaultLoadPlanner): 2025-09-07T06:38:42.1103610Z >>> def set_up_planner( 2025-09-07T06:38:42.1103650Z >>> self, 2025-09-07T06:38:42.1103720Z >>> state_dict: STATE_DICT_TYPE, 2025-09-07T06:38:42.1103770Z >>> metadata: Metadata, 2025-09-07T06:38:42.1103830Z >>> is_coordinator: bool, 2025-09-07T06:38:42.1103870Z >>> ) -> None: 2025-09-07T06:38:42.1103950Z >>> self.original_state_dict = state_dict 2025-09-07T06:38:42.1104060Z >>> state_dict = {"foo_" + k: v for k, v in state_dict.items()} 2025-09-07T06:38:42.1104110Z >>> 2025-09-07T06:38:42.1104170Z >>> if self.flatten_sharded_tensors: 2025-09-07T06:38:42.1104380Z >>> state_dict = _flatten_sharded_tensors(state_dict) 2025-09-07T06:38:42.1104420Z >>> 2025-09-07T06:38:42.1104480Z >>> if self.flatten_state_dict: 2025-09-07T06:38:42.1104590Z >>> state_dict, self.mappings = flatten_state_dict(state_dict) 2025-09-07T06:38:42.1104630Z >>> 2025-09-07T06:38:42.1104690Z >>> self.state_dict = state_dict 2025-09-07T06:38:42.1104780Z >>> self.metadata = metadata 2025-09-07T06:38:42.1104860Z >>> self.is_coordinator = is_coordinator 2025-09-07T06:38:42.1104900Z >>> 2025-09-07T06:38:42.1104970Z >>> def load_bytes(self, read_item, value): 2025-09-07T06:38:42.1105030Z >>> # Remove the "foo_" prefix 2025-09-07T06:38:42.1105220Z >>> self.original_state_dict[read_item.dest_index.fqn[4:]] = torch.load(value, weights_only=False) 2025-09-07T06:38:42.1105220Z 2025-09-07T06:38:42.1105230Z 2025-09-07T06:38:42.1105380Z Modifying resolve_tensor and commit_tensor to handle load time transformation. 2025-09-07T06:38:42.1105390Z 2025-09-07T06:38:42.1105450Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:42.1105540Z >>> class MetaModelMaterialize(DefaultSavePlanner): 2025-09-07T06:38:42.1105610Z >>> def resolve_tensor(self, read_item): 2025-09-07T06:38:42.1105690Z >>> tensor = super().resolve_tensor(read_item) 2025-09-07T06:38:42.1105780Z >>> return torch.empty_like(tensor, device="cpu") 2025-09-07T06:38:42.1105820Z >>> 2025-09-07T06:38:42.1105910Z >>> def commit_tensor(self, read_item, tensor): 2025-09-07T06:38:42.1106000Z >>> self.state_dict[read_item.dest_index.fqn] = tensor 2025-09-07T06:38:42.1106000Z 2025-09-07T06:38:42.1106160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.1106160Z 2025-09-07T06:38:42.1106650Z msg = Cannot scrape callname=get_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict.py line=1118. 2025-09-07T06:38:42.1106820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.1106820Z 2025-09-07T06:38:42.1106930Z Return the model state_dict and optimizers state_dict. 2025-09-07T06:38:42.1106930Z 2025-09-07T06:38:42.1107070Z ``get_state_dict`` can process any module that is parallelized by PyTorch 2025-09-07T06:38:42.1107220Z FSDP/fully_shard, DDP/replicate, tensor_parallel/parallelize_module, and any 2025-09-07T06:38:42.1107370Z combination of these parallelisms. The main functions of ``get_state_dict`` 2025-09-07T06:38:42.1107500Z are: 1.) returning a model and optimizer state_dict that can be resharded 2025-09-07T06:38:42.1107740Z with a different number of trainers and/or different parallelisms. 2025-09-07T06:38:42.1107890Z 2.) hiding the parallelism-specific state_dict APIs. Users don't have to call 2025-09-07T06:38:42.1107930Z these APIs. 2025-09-07T06:38:42.1108000Z 3.) sanity checking the result state_dict. 2025-09-07T06:38:42.1108010Z 2025-09-07T06:38:42.1108130Z The keys of the result state dictionary are the canonical FQNs (Fully 2025-09-07T06:38:42.1108280Z Qualified Names). A canonical FQN refers to the FQN based on a parameter's 2025-09-07T06:38:42.1108420Z position in an nn.Module hierarchy. More specifically, a canonical FQN to a 2025-09-07T06:38:42.1108540Z parameter is the FQN returned by ``module.named_parameters()`` or 2025-09-07T06:38:42.1108670Z ``module.named_buffers()`` when the module is not distributed by any 2025-09-07T06:38:42.1108830Z parallelisms. Since the optimizer internally uses parameter IDs to represent 2025-09-07T06:38:42.1108960Z a parameter, there will be a conversion from the parameter IDs to the 2025-09-07T06:38:42.1109020Z canonical FQNs when calling this API. 2025-09-07T06:38:42.1109030Z 2025-09-07T06:38:42.1109160Z ``get_state_dict`` can also process a module that is not parallelized. In 2025-09-07T06:38:42.1109290Z such a case, ``get_state_dict`` only performs one function -- converting the 2025-09-07T06:38:42.1109370Z optimizer parameter IDs to the canonical FQNs. 2025-09-07T06:38:42.1109420Z 2025-09-07T06:38:42.1109470Z Example: 2025-09-07T06:38:42.1109530Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.1109580Z >>> import torch 2025-09-07T06:38:42.1109720Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:42.1109850Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-09-07T06:38:42.1110010Z >>> from torch.distributed.checkpoint.state_dict import get_state_dict 2025-09-07T06:38:42.1110010Z 2025-09-07T06:38:42.1110090Z >>> fsdp_model = FSDP(copy.deepcopy(model)) 2025-09-07T06:38:42.1110210Z >>> fsdp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-09-07T06:38:42.1110280Z >>> ddp_model = DDP(copy.deepcopy(model)) 2025-09-07T06:38:42.1110390Z >>> ddp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-09-07T06:38:42.1110390Z 2025-09-07T06:38:42.1110400Z 2025-09-07T06:38:42.1110550Z >>> ddp_state_dict, ddp_optim_state_dict = get_state_dict(ddp_model, ddp_optim) 2025-09-07T06:38:42.1110650Z >>> fsdp_state_dict, fsdp_optim_state_dict = get_state_dict( 2025-09-07T06:38:42.1110720Z ... fsdp_model, fsdp_optim 2025-09-07T06:38:42.1110760Z ... ) 2025-09-07T06:38:42.1110760Z 2025-09-07T06:38:42.1110890Z >>> # if we simply call ddp_model.state_dict() and fsdp_model.state_dict(), 2025-09-07T06:38:42.1110950Z >>> # the asserts will fail. 2025-09-07T06:38:42.1111030Z >>> assert ddp_state_dict == fsdp_state_dict 2025-09-07T06:38:42.1111120Z >>> assert ddp_optim_state == fsdp_optim_state_dict 2025-09-07T06:38:42.1111120Z 2025-09-07T06:38:42.1111120Z 2025-09-07T06:38:42.1111170Z Args: 2025-09-07T06:38:42.1111260Z model (nn.Module): the nn.Module to the model. 2025-09-07T06:38:42.1111370Z optimizers (Union[None, Optimizer, Iterable[Optimizer]]): 2025-09-07T06:38:42.1111500Z The optimizers that are used to optimize ``model``. 2025-09-07T06:38:42.1111670Z submodules (deprecated): Optional[set[nn.Module]]: only return the model parameters 2025-09-07T06:38:42.1111740Z that belong to the submodules. 2025-09-07T06:38:42.1111840Z options (StateDictOptions): the options to control how 2025-09-07T06:38:42.1111970Z model state_dict and optimizer state_dict should be returned. See 2025-09-07T06:38:42.1112040Z `StateDictOptions` for the details. 2025-09-07T06:38:42.1112040Z 2025-09-07T06:38:42.1112090Z Returns: 2025-09-07T06:38:42.1112210Z ``Tuple`` that contain model state_dict and optimizer state_dict. 2025-09-07T06:38:42.1112210Z 2025-09-07T06:38:42.1112350Z :rtype: typing.Tuple[typing.Dict[str, ValueType], OptimizerStateType] 2025-09-07T06:38:42.1112410Z 2025-09-07T06:38:42.1112560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.1112560Z 2025-09-07T06:38:42.1112990Z msg = Cannot scrape callname=save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=97. 2025-09-07T06:38:42.1113140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.1113150Z 2025-09-07T06:38:42.1113220Z Save a distributed model in SPMD style. 2025-09-07T06:38:42.1113220Z 2025-09-07T06:38:42.1113330Z This function is different from ``torch.save()`` as it handles 2025-09-07T06:38:42.1113490Z ``ShardedTensor`` , and ``DTensor`` by having each rank only save their local shards. 2025-09-07T06:38:42.1113490Z 2025-09-07T06:38:42.1113650Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-09-07T06:38:42.1113740Z save will call ``state_dict`` before serialization. 2025-09-07T06:38:42.1113740Z 2025-09-07T06:38:42.1113790Z .. warning:: 2025-09-07T06:38:42.1113940Z There is no guarantees of Backwards Compatibility across PyTorch versions 2025-09-07T06:38:42.1113990Z for saved state_dicts. 2025-09-07T06:38:42.1114000Z 2025-09-07T06:38:42.1114050Z .. warning:: 2025-09-07T06:38:42.1114240Z If using the `process_group` argument, make sure that only its ranks 2025-09-07T06:38:42.1114370Z call `save_state_dict` and that all data in state_dict belong to it. 2025-09-07T06:38:42.1114370Z 2025-09-07T06:38:42.1114410Z .. note:: 2025-09-07T06:38:42.1114570Z When saving checkpoint for FSDP's `ShardingStrategy.HYBRID_SHARD`, only one of 2025-09-07T06:38:42.1114750Z the shard_group should be calling `save_state_dict` and the corresponding process 2025-09-07T06:38:42.1114820Z group needs to be passed in. 2025-09-07T06:38:42.1114820Z 2025-09-07T06:38:42.1114870Z .. note:: 2025-09-07T06:38:42.1115030Z If no process group is available, this function assumes the intention is to save the 2025-09-07T06:38:42.1115090Z state_dict in the local process. 2025-09-07T06:38:42.1115100Z 2025-09-07T06:38:42.1115140Z .. note: 2025-09-07T06:38:42.1115220Z Rank 0 is assumed to be the coordinator rank. 2025-09-07T06:38:42.1115220Z 2025-09-07T06:38:42.1115230Z 2025-09-07T06:38:42.1115270Z Args: 2025-09-07T06:38:42.1115360Z state_dict (Dict[str, Any]): The state_dict to save. 2025-09-07T06:38:42.1115450Z checkpoint_id (Union[str, os.PathLike, None]): 2025-09-07T06:38:42.1115580Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-09-07T06:38:42.1115710Z depends on the storage. It can be a path to a folder or to a file. 2025-09-07T06:38:42.1115810Z It can also be a key if the storage is a key-value store. 2025-09-07T06:38:42.1115870Z (Default: ``None``) 2025-09-07T06:38:42.1115940Z storage_writer (Optional[StorageWriter]): 2025-09-07T06:38:42.1116060Z Instance of StorageWriter used to perform writes. If this is not 2025-09-07T06:38:42.1116200Z specified, DCP will automatically infer the writer based on the 2025-09-07T06:38:42.1116320Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-09-07T06:38:42.1116410Z be raised. (Default: ``None``) 2025-09-07T06:38:42.1116480Z planner (Optional[SavePlanner]): 2025-09-07T06:38:42.1116600Z Instance of SavePlanner. If this is not specified, the default 2025-09-07T06:38:42.1116680Z planner will be used. (Default: ``None``) 2025-09-07T06:38:42.1116750Z process_group (Optional[ProcessGroup]): 2025-09-07T06:38:42.1116860Z ProcessGroup to be used for cross-rank synchronization. 2025-09-07T06:38:42.1116920Z (Default: ``None``) 2025-09-07T06:38:42.1116970Z no_dist (bool): 2025-09-07T06:38:42.1117070Z If ``True``, this function will assume the intent is to load 2025-09-07T06:38:42.1117140Z a checkpoint on a single rank/process. 2025-09-07T06:38:42.1117270Z (Default: ``False``) 2025-09-07T06:38:42.1117430Z use_collectives (bool): If ``False``, this function will assume the intent is to save 2025-09-07T06:38:42.1117530Z a checkpoint without using cross-rank synchronization. 2025-09-07T06:38:42.1117590Z (Default: ``True``) 2025-09-07T06:38:42.1117720Z This configuration is experimental and should be used with caution. 2025-09-07T06:38:42.1117900Z It will change the format of the saved checkpoint and may not be backward compatible. 2025-09-07T06:38:42.1117900Z 2025-09-07T06:38:42.1117940Z Returns: 2025-09-07T06:38:42.1118040Z Metadata: Metadata object for the saved checkpoint. 2025-09-07T06:38:42.1118040Z 2025-09-07T06:38:42.1118080Z Example: 2025-09-07T06:38:42.1118140Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.1118190Z >>> my_model = MyModule() 2025-09-07T06:38:42.1118190Z 2025-09-07T06:38:42.1118260Z >>> state_dict = {"model": my_model} 2025-09-07T06:38:42.1118260Z 2025-09-07T06:38:42.1118410Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-09-07T06:38:42.1118460Z ... "/checkpoint/1" 2025-09-07T06:38:42.1118500Z ... ) 2025-09-07T06:38:42.1118580Z >>> torch.distributed.checkpoint.save( 2025-09-07T06:38:42.1118640Z >>> state_dict=state_dict, 2025-09-07T06:38:42.1118710Z >>> storage_writer=fs_storage_writer, 2025-09-07T06:38:42.1118790Z >>> ) 2025-09-07T06:38:42.1118790Z 2025-09-07T06:38:42.1118830Z .. note:: 2025-09-07T06:38:42.1118960Z save_state_dict uses collectives to coordinate writes across ranks. 2025-09-07T06:38:42.1119090Z For NCCL-based process groups, internal tensor representations of 2025-09-07T06:38:42.1119260Z objects must be moved to the GPU device before communication takes place. 2025-09-07T06:38:42.1119400Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-09-07T06:38:42.1119520Z and it is the user's responsibility to ensure that this is set so that 2025-09-07T06:38:42.1119650Z each rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-09-07T06:38:42.1119650Z 2025-09-07T06:38:42.1119800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.1321890Z 2025-09-07T06:38:42.1322560Z msg = Cannot scrape callname=async_save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=230. 2025-09-07T06:38:42.1322780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.1322940Z Asynchronous version of ``save``. This code first de-stages the state_dict on to the 2025-09-07T06:38:42.1323130Z staging storage (defaults to CPU memory), and then calls the `save` in a separate thread. 2025-09-07T06:38:42.1323140Z 2025-09-07T06:38:42.1323190Z .. warning:: 2025-09-07T06:38:42.1323300Z This feature is experimental and subject to change. 2025-09-07T06:38:42.1323390Z MUST CALL CLOSE AFTER LAST CHECKPOINT IS SAVED 2025-09-07T06:38:42.1323400Z 2025-09-07T06:38:42.1323440Z Args: 2025-09-07T06:38:42.1323550Z state_dict (Dict[str, Any]): The state_dict to save. 2025-09-07T06:38:42.1323760Z checkpoint_id (Union[str, os.PathLike, None]): 2025-09-07T06:38:42.1323900Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-09-07T06:38:42.1324030Z depends on the storage. It can be a path to a folder or to a file. 2025-09-07T06:38:42.1324140Z It can also be a key if the storage is a key-value store. 2025-09-07T06:38:42.1324200Z (Default: ``None``) 2025-09-07T06:38:42.1324290Z storage_writer (Optional[StorageWriter]): 2025-09-07T06:38:42.1324420Z Instance of StorageWriter used to perform 'stage' and 'save'. If 2025-09-07T06:38:42.1324570Z this is not specified, DCP will automatically infer the writer based on the 2025-09-07T06:38:42.1324700Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-09-07T06:38:42.1324860Z be raised. (Default: ``None``) 2025-09-07T06:38:42.1324930Z planner (Optional[SavePlanner]): 2025-09-07T06:38:42.1325060Z Instance of SavePlanner. If this is not specified, the default 2025-09-07T06:38:42.1325140Z planner will be used. (Default: ``None``) 2025-09-07T06:38:42.1325230Z process_group (Optional[ProcessGroup]): 2025-09-07T06:38:42.1325350Z ProcessGroup to be used for cross-rank synchronization. 2025-09-07T06:38:42.1325410Z (Default: ``None``) 2025-09-07T06:38:42.1325510Z async_checkpointer_type (AsyncCheckpointerType): 2025-09-07T06:38:42.1325620Z whether to do checkpoint in separate thread or process 2025-09-07T06:38:42.1325710Z (Default: ``AsyncCheckpointerType.THREAD``) 2025-09-07T06:38:42.1325770Z async_stager (AsyncStager): 2025-09-07T06:38:42.1325930Z provides staging implementation. If storage_writer implements AsyncStager 2025-09-07T06:38:42.1326070Z and async_stager is provided, async_stager will be used for staging 2025-09-07T06:38:42.1326120Z no_dist (bool): 2025-09-07T06:38:42.1326220Z If ``True``, this function will assume the intent is to save 2025-09-07T06:38:42.1326300Z a checkpoint on a single rank/process. 2025-09-07T06:38:42.1326410Z (Default: ``False``) 2025-09-07T06:38:42.1326600Z use_collectives: If False, Save the checkpoint without rank coordination. (Default: ``True``) 2025-09-07T06:38:42.1326740Z This configuration is experimental and should be used with caution. 2025-09-07T06:38:42.1326930Z It will change the format of the saved checkpoint and may not be backward compatible. 2025-09-07T06:38:42.1326930Z 2025-09-07T06:38:42.1326970Z Returns: 2025-09-07T06:38:42.1327100Z Future: A future holding the resultant Metadata object from `save`. 2025-09-07T06:38:42.1327110Z 2025-09-07T06:38:42.1327150Z Example: 2025-09-07T06:38:42.1327210Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.1327260Z >>> my_model = MyModule() 2025-09-07T06:38:42.1327270Z 2025-09-07T06:38:42.1327340Z >>> state_dict = {"model": my_model} 2025-09-07T06:38:42.1327340Z 2025-09-07T06:38:42.1327480Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-09-07T06:38:42.1327540Z ... "/checkpoint/1" 2025-09-07T06:38:42.1327590Z ... ) 2025-09-07T06:38:42.1327710Z >>> checkpoint_future = torch.distributed.checkpoint.async_save( 2025-09-07T06:38:42.1327780Z >>> state_dict=state_dict, 2025-09-07T06:38:42.1327850Z >>> storage_writer=fs_storage_writer, 2025-09-07T06:38:42.1327890Z >>> ) 2025-09-07T06:38:42.1327930Z >>> 2025-09-07T06:38:42.1327990Z >>> # ... do some work ... 2025-09-07T06:38:42.1328030Z >>> 2025-09-07T06:38:42.1328100Z >>> checkpoint_future.result() 2025-09-07T06:38:42.1328100Z 2025-09-07T06:38:42.1328140Z 2025-09-07T06:38:42.1328290Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.1328300Z 2025-09-07T06:38:42.1328810Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py line=69. 2025-09-07T06:38:42.1328980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.1328980Z 2025-09-07T06:38:42.1329100Z Load a checkpoint into a distributed state dict in SPMD style. 2025-09-07T06:38:42.1329100Z 2025-09-07T06:38:42.1329230Z Each rank must have the same keys in their ``state_dict`` provided to this 2025-09-07T06:38:42.1329370Z API. Mismatched keys may result in hangs or errors. If unsure, you can use 2025-09-07T06:38:42.1329500Z the ``utils._assert_same_keys`` API to check (but may incur communication 2025-09-07T06:38:42.1329550Z costs). 2025-09-07T06:38:42.1329640Z 2025-09-07T06:38:42.1329750Z Each rank will try to read the least amount of data necessary 2025-09-07T06:38:42.1329890Z to fulfill the requested `state_dict`. When loading :class:`ShardedTensor` 2025-09-07T06:38:42.1330040Z or :class:`DTensor` instances, each rank only reads data for their local shards. 2025-09-07T06:38:42.1330040Z 2025-09-07T06:38:42.1330200Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-09-07T06:38:42.1330360Z load will first call ``state_dict`` before attempting deserialization, followed by 2025-09-07T06:38:42.1330460Z ``load_state_dict`` once the deserialization is complete. 2025-09-07T06:38:42.1330620Z For each non-``Stateful`` object, load will deserialize the object, and then replace 2025-09-07T06:38:42.1330710Z it in the ``state_dict`` with the deserialized object. 2025-09-07T06:38:42.1330710Z 2025-09-07T06:38:42.1330760Z .. warning:: 2025-09-07T06:38:42.1330860Z All tensors in ``state_dict`` must be allocated on their 2025-09-07T06:38:42.1330960Z destination device *prior to* calling this function. 2025-09-07T06:38:42.1330960Z 2025-09-07T06:38:42.1331100Z All non-tensor data is loaded using `torch.load()` and modified in place 2025-09-07T06:38:42.1331150Z on state_dict. 2025-09-07T06:38:42.1331150Z 2025-09-07T06:38:42.1331200Z .. warning:: 2025-09-07T06:38:42.1331340Z Users must call `load_state_dict` on the root module to ensure load 2025-09-07T06:38:42.1331450Z pos-processing and non-tensor data properly propagates. 2025-09-07T06:38:42.1331450Z 2025-09-07T06:38:42.1331500Z .. note: 2025-09-07T06:38:42.1331640Z If no process group is initialized, this function will assume the intent 2025-09-07T06:38:42.1331830Z is to load a checkpoint into the local process. This can be useful in the 2025-09-07T06:38:42.1331980Z case of local inference, and when using regular Tensors (as opposed to DTensor 2025-09-07T06:38:42.1332030Z or ShardedTensor) 2025-09-07T06:38:42.1332030Z 2025-09-07T06:38:42.1332080Z .. note: 2025-09-07T06:38:42.1332160Z Rank 0 is assumed to be the coordinator rank. 2025-09-07T06:38:42.1332160Z 2025-09-07T06:38:42.1332200Z Args: 2025-09-07T06:38:42.1332330Z state_dict (Dict[str, Any]): The state_dict to load the checkpoint into. 2025-09-07T06:38:42.1332420Z checkpoint_id (Union[str, os.PathLike, None]): 2025-09-07T06:38:42.1332540Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-09-07T06:38:42.1332670Z depends on the storage. It can be a path to a folder or to a file. 2025-09-07T06:38:42.1332770Z It can also be a key if the storage is a key-value store. 2025-09-07T06:38:42.1332830Z (Default: ``None``) 2025-09-07T06:38:42.1332900Z storage_reader (Optional[StorageReader]): 2025-09-07T06:38:42.1333030Z Instance of StorageWriter used to perform reads. If this is not 2025-09-07T06:38:42.1333150Z specified, DCP will automatically infer the reader based on the 2025-09-07T06:38:42.1333270Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-09-07T06:38:42.1333340Z be raised. (Default: ``None``) 2025-09-07T06:38:42.1333400Z planner (Optional[LoadPlanner]): 2025-09-07T06:38:42.1333560Z Instance of LoadPlanner. If this is not specified, the default 2025-09-07T06:38:42.1333640Z planner will be used. (Default: ``None``) 2025-09-07T06:38:42.1333720Z process_group (Optional[ProcessGroup]): 2025-09-07T06:38:42.1333830Z ProcessGroup to be used for cross-rank synchronization. 2025-09-07T06:38:42.1333890Z (Default: ``None``) 2025-09-07T06:38:42.1334020Z no_dist (bool): If ``True``, this function will assume the intent is to load 2025-09-07T06:38:42.1334170Z a checkpoint without using cross-rank synchronization. (Default: ``False``) 2025-09-07T06:38:42.1334210Z Returns: 2025-09-07T06:38:42.1334260Z None. 2025-09-07T06:38:42.1334260Z 2025-09-07T06:38:42.1334310Z Examples 2025-09-07T06:38:42.1334360Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.1334500Z >>> my_model = MyModule() 2025-09-07T06:38:42.1334580Z >>> optimizer = Adagrad(my_model.parameters()) 2025-09-07T06:38:42.1334660Z >>> model_state_dict = my_model.state_dict() 2025-09-07T06:38:42.1334800Z >>> fs_storage_reader = torch.distributed.checkpoint.FileSystemReader( 2025-09-07T06:38:42.1334860Z ... "/checkpoint/1" 2025-09-07T06:38:42.1334900Z ... ) 2025-09-07T06:38:42.1334900Z 2025-09-07T06:38:42.1335000Z >>> torch.distributed.checkpoint.load_state_dict( 2025-09-07T06:38:42.1335060Z >>> state_dict=model_state_dict, 2025-09-07T06:38:42.1335130Z >>> storage_reader=fs_storage_reader, 2025-09-07T06:38:42.1335170Z >>> ) 2025-09-07T06:38:42.1335180Z 2025-09-07T06:38:42.1335300Z >>> # module.load_state_dict() function might have customized steps 2025-09-07T06:38:42.1335380Z >>> # to flush the state_dict, must call it to 2025-09-07T06:38:42.1335440Z >>> # ensure correct behavior. 2025-09-07T06:38:42.1335520Z >>> my_model.load_state_dict(model_state_dict) 2025-09-07T06:38:42.1335520Z 2025-09-07T06:38:42.1335560Z .. note:: 2025-09-07T06:38:42.1335690Z load_state_dict uses collectives to coordinate reads across ranks. 2025-09-07T06:38:42.1335820Z For NCCL-based process groups, internal tensor representations of 2025-09-07T06:38:42.1335990Z objects must be moved to the GPU device before communication takes place. 2025-09-07T06:38:42.1336130Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-09-07T06:38:42.1336270Z and it is the user's responsibility to ensure that this is set so that each 2025-09-07T06:38:42.1336380Z rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-09-07T06:38:42.1336400Z 2025-09-07T06:38:42.1336560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.1336560Z 2025-09-07T06:38:42.1337030Z msg = Cannot scrape callname=load_sharded_optimizer_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/optimizer.py line=221. 2025-09-07T06:38:42.1337190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.1337190Z 2025-09-07T06:38:42.1337320Z Load a state_dict in conjunction with FSDP sharded optimizer state. 2025-09-07T06:38:42.1337330Z 2025-09-07T06:38:42.1337420Z This is the current recommended way to checkpoint FSDP. 2025-09-07T06:38:42.1337480Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.1337570Z >>> import torch.distributed.checkpoint as dist_cp 2025-09-07T06:38:42.1337610Z >>> # Save 2025-09-07T06:38:42.1337660Z >>> model: torch.nn.Model 2025-09-07T06:38:42.1337730Z >>> optim_params = model.parameters() 2025-09-07T06:38:42.1337820Z >>> optim = torch.optim.SGD(optim_params, lr=0.01) 2025-09-07T06:38:42.1337860Z >>> # Save 2025-09-07T06:38:42.1337990Z >>> with FSDP.state_dict_type(model, StateDictType.SHARDED_STATE_DICT): 2025-09-07T06:38:42.1338030Z >>> state_dict = { 2025-09-07T06:38:42.1338140Z >>> "optimizer": FSDP.optim_state_dict(model, optim), 2025-09-07T06:38:42.1338200Z >>> "model": model.state_dict() 2025-09-07T06:38:42.1338240Z >>> } 2025-09-07T06:38:42.1338330Z >>> dist_cp.save_state_dict( 2025-09-07T06:38:42.1338400Z >>> state_dict=optim_state, 2025-09-07T06:38:42.1338510Z >>> storage_writer=dist_cp.FileSystemWriter("checkpoint"), 2025-09-07T06:38:42.1338590Z >>> planner=dist_cp.DefaultSavePlanner(), 2025-09-07T06:38:42.1338630Z >>> ) 2025-09-07T06:38:42.1338670Z >>> 2025-09-07T06:38:42.1338710Z >>> # Load 2025-09-07T06:38:42.1338840Z >>> with FSDP.state_dict_type(model_tp, StateDictType.SHARDED_STATE_DICT): 2025-09-07T06:38:42.1338920Z >>> model_state_dict = model_tp.state_dict() 2025-09-07T06:38:42.1338970Z >>> checkpoint = { 2025-09-07T06:38:42.1339030Z >>> "model": model_state_dict 2025-09-07T06:38:42.1339070Z >>> } 2025-09-07T06:38:42.1339130Z >>> dist_cp.load_state_dict( 2025-09-07T06:38:42.1339240Z >>> state_dict=checkpoint, 2025-09-07T06:38:42.1339360Z >>> storage_reader=dist_cp.FileSystemReader(checkpoint_file), 2025-09-07T06:38:42.1339440Z >>> planner=dist_cp.DefaultLoadPlanner(), 2025-09-07T06:38:42.1339480Z >>> ) 2025-09-07T06:38:42.1339580Z >>> model.load_state_dict(checkpoint["model_state"]) 2025-09-07T06:38:42.1339620Z >>> 2025-09-07T06:38:42.1339730Z >>> optim_state = dist_cp.load_sharded_optimizer_state_dict( 2025-09-07T06:38:42.1339780Z >>> model_state_dict, 2025-09-07T06:38:42.1339850Z >>> optimizer_key="optimizer", 2025-09-07T06:38:42.1339960Z >>> storage_reader=dist_cp.FileSystemReader("checkpoint"), 2025-09-07T06:38:42.1340000Z >>> ) 2025-09-07T06:38:42.1340040Z >>> 2025-09-07T06:38:42.1340130Z >>> flattened_osd = FSDP.optim_state_dict_to_load( 2025-09-07T06:38:42.1340200Z >>> model, optim, optim_state["optimizer"] 2025-09-07T06:38:42.1340250Z >>> ) 2025-09-07T06:38:42.1340290Z >>> 2025-09-07T06:38:42.1340360Z >>> optim.load_state_dict(flattened_osd) 2025-09-07T06:38:42.1340360Z 2025-09-07T06:38:42.1340510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2137190Z 2025-09-07T06:38:42.2137830Z msg = Cannot scrape callname=_RemoteModule.__init__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=129. 2025-09-07T06:38:42.2138170Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2138180Z 2025-09-07T06:38:42.2138320Z RemoteModule instance can only be created after RPC initialization. 2025-09-07T06:38:42.2138320Z 2025-09-07T06:38:42.2138490Z It creates a user-specified module on a specified remote node. 2025-09-07T06:38:42.2138640Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-09-07T06:38:42.2138710Z executed on the remote node. 2025-09-07T06:38:42.2138850Z It takes care of autograd recording to ensure the backward pass propagates 2025-09-07T06:38:42.2138950Z gradients back to the corresponding remote module. 2025-09-07T06:38:42.2139170Z It can be shared across processors using `RPC framework `__, 2025-09-07T06:38:42.2139300Z without incurring any overheads of copying the actual module, 2025-09-07T06:38:42.2139420Z which is equivalent to an :class:`~torch.distributed.rpc.RRef` 2025-09-07T06:38:42.2139490Z pointing to the remote module. 2025-09-07T06:38:42.2139490Z 2025-09-07T06:38:42.2139650Z The arguments of ``forward_async`` and ``forward`` are the same as 2025-09-07T06:38:42.2139780Z the ``forward`` method of the module returned by the ``module_cls``. 2025-09-07T06:38:42.2139780Z 2025-09-07T06:38:42.2139980Z Apart from ``forward_async`` and ``forward``, no other methods are supported from nn.Module for now. 2025-09-07T06:38:42.2139980Z 2025-09-07T06:38:42.2140130Z Particularly, to create a hybrid model, typically the local modules should be 2025-09-07T06:38:42.2140370Z created outside of remote modules, rather than as submodules of any remote module (by calling ``add_module``). 2025-09-07T06:38:42.2140420Z Hybrid Example: 2025-09-07T06:38:42.2140580Z >>> class HybridModel(nn.Module): 2025-09-07T06:38:42.2140640Z >>> def __init__(self) -> None: 2025-09-07T06:38:42.2140710Z >>> nn.Module.__init__(self) 2025-09-07T06:38:42.2140800Z >>> self.remote_embedding = RemoteModule(...) 2025-09-07T06:38:42.2140880Z >>> self.local_linear = nn.Linear(...) 2025-09-07T06:38:42.2140890Z 2025-09-07T06:38:42.2141010Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-09-07T06:38:42.2141170Z that has ``forward`` method signature, ``def forward(input: Tensor) -> Tensor:``, 2025-09-07T06:38:42.2141300Z the generated ``RemoteModule`` will have 2 methods in signature of 2025-09-07T06:38:42.2141380Z ``def forward(input: Tensor) -> Tensor:`` and 2025-09-07T06:38:42.2141590Z ``def forward_async(input: Tensor) -> Future[Tensor]:``. 2025-09-07T06:38:42.2141590Z 2025-09-07T06:38:42.2141640Z .. note:: 2025-09-07T06:38:42.2141730Z If the remote module is placed on a cuda device, 2025-09-07T06:38:42.2141870Z any input CPU tensors will be automatically moved to the same cuda device, 2025-09-07T06:38:42.2142120Z and GPU tensors are returned over the wire according to the device map of the remote worker on TensorPipe RPC backend. 2025-09-07T06:38:42.2142120Z 2025-09-07T06:38:42.2142160Z Args: 2025-09-07T06:38:42.2142350Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-09-07T06:38:42.2142520Z The device can be a local device or a remote device specified by one of the following remote 2025-09-07T06:38:42.2142570Z formats: 2025-09-07T06:38:42.2142570Z 2025-09-07T06:38:42.2142660Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-09-07T06:38:42.2142750Z 2. "/" (ex: "trainer0/cuda:0"). 2025-09-07T06:38:42.2142750Z 2025-09-07T06:38:42.2142900Z In addition, the device field can be optional and the default value is "cpu". 2025-09-07T06:38:42.2142970Z module_cls (nn.Module): For example, 2025-09-07T06:38:42.2143030Z >>> class MyModule(nn.Module): 2025-09-07T06:38:42.2143120Z >>> def forward(input): 2025-09-07T06:38:42.2143180Z >>> return input + 1 2025-09-07T06:38:42.2143220Z >>> 2025-09-07T06:38:42.2143270Z >>> module_cls = MyModule 2025-09-07T06:38:42.2143400Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-09-07T06:38:42.2143530Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-09-07T06:38:42.2143700Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-09-07T06:38:42.2143850Z to be created. The type object should be decorated by @torch.jit.interface. 2025-09-07T06:38:42.2143980Z If not provided, the generated RemoteModule is not torchscript-able. 2025-09-07T06:38:42.2144130Z Warning, this is an experimental API and susceptible to frequent changes. 2025-09-07T06:38:42.2144130Z 2025-09-07T06:38:42.2144170Z Returns: 2025-09-07T06:38:42.2144330Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-09-07T06:38:42.2144470Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-09-07T06:38:42.2144640Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-09-07T06:38:42.2144720Z on the user-provided module on the remote side. 2025-09-07T06:38:42.2144720Z 2025-09-07T06:38:42.2144770Z Example:: 2025-09-07T06:38:42.2144860Z Run the following code in two different processes: 2025-09-07T06:38:42.2144860Z 2025-09-07T06:38:42.2144930Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.2144970Z >>> # On worker 0: 2025-09-07T06:38:42.2145020Z >>> import torch 2025-09-07T06:38:42.2145100Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.2145160Z >>> from torch import nn, Tensor 2025-09-07T06:38:42.2145290Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-09-07T06:38:42.2145380Z >>> 2025-09-07T06:38:42.2145470Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:42.2145540Z >>> remote_linear_module = RemoteModule( 2025-09-07T06:38:42.2145620Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-09-07T06:38:42.2145660Z >>> ) 2025-09-07T06:38:42.2145730Z >>> input = torch.randn(128, 20) 2025-09-07T06:38:42.2145820Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-09-07T06:38:42.2145880Z >>> ret = ret_fut.wait() 2025-09-07T06:38:42.2145930Z >>> rpc.shutdown() 2025-09-07T06:38:42.2145930Z 2025-09-07T06:38:42.2145980Z >>> # On worker 1: 2025-09-07T06:38:42.2146030Z >>> import torch 2025-09-07T06:38:42.2146100Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.2146210Z >>> 2025-09-07T06:38:42.2146300Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:42.2146350Z >>> rpc.shutdown() 2025-09-07T06:38:42.2146350Z 2025-09-07T06:38:42.2146500Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2146510Z 2025-09-07T06:38:42.2146990Z msg = Cannot scrape callname=_RemoteModule.init_from_module_rref in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=506. 2025-09-07T06:38:42.2147150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2147150Z 2025-09-07T06:38:42.2147340Z Besides the constructor, a RemoteModule instance can also be initialized given a module RRef. 2025-09-07T06:38:42.2147350Z 2025-09-07T06:38:42.2147540Z This alternate initialization method can be particularly useful if we want to create multiple 2025-09-07T06:38:42.2147730Z RemoteModule instances that share the same underlying module and reduce memory consumption. 2025-09-07T06:38:42.2147730Z 2025-09-07T06:38:42.2147900Z Moreover, this also provides a workaround for passing script RemoteModule over RPC, 2025-09-07T06:38:42.2148010Z which is not supported. The recommended way is as follows: 2025-09-07T06:38:42.2148030Z 2025-09-07T06:38:42.2148100Z 1. the sender creates a RemoteModule; 2025-09-07T06:38:42.2148190Z 2. the sender sends its ``module_rref`` over RPC; 2025-09-07T06:38:42.2148400Z 3. the receiver calls this method to initialize another RemoteModule using the same ``module_rref``. 2025-09-07T06:38:42.2148400Z 2025-09-07T06:38:42.2148440Z Example:: 2025-09-07T06:38:42.2148570Z Run the following code in two different processes: 2025-09-07T06:38:42.2148570Z 2025-09-07T06:38:42.2148640Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.2148690Z >>> # On worker 0: 2025-09-07T06:38:42.2148730Z >>> import torch 2025-09-07T06:38:42.2148810Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.2148870Z >>> from torch import nn, Tensor 2025-09-07T06:38:42.2149000Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-09-07T06:38:42.2149040Z >>> 2025-09-07T06:38:42.2149130Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:42.2149190Z >>> remote_module = RemoteModule( 2025-09-07T06:38:42.2149270Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-09-07T06:38:42.2149310Z >>> ) 2025-09-07T06:38:42.2149350Z >>> 2025-09-07T06:38:42.2149410Z >>> remote_module1 = rpc.rpc_sync( 2025-09-07T06:38:42.2149470Z >>> "worker1/cpu", 2025-09-07T06:38:42.2149540Z >>> RemoteModule.init_from_module_rref, 2025-09-07T06:38:42.2149640Z >>> ("worker1/cpu", remote_module1.get_module_rref()), 2025-09-07T06:38:42.2149680Z >>> ) 2025-09-07T06:38:42.2149730Z >>> rpc.shutdown() 2025-09-07T06:38:42.2149730Z 2025-09-07T06:38:42.2149780Z >>> # On worker 1: 2025-09-07T06:38:42.2149830Z >>> import torch 2025-09-07T06:38:42.2149890Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.2156180Z >>> 2025-09-07T06:38:42.2156270Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:42.2156420Z >>> rpc.shutdown() 2025-09-07T06:38:42.2156430Z 2025-09-07T06:38:42.2156470Z Args: 2025-09-07T06:38:42.2156650Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-09-07T06:38:42.2156830Z The device can be a local device or a remote device specified by one of the following remote 2025-09-07T06:38:42.2156870Z formats: 2025-09-07T06:38:42.2156870Z 2025-09-07T06:38:42.2156960Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-09-07T06:38:42.2157050Z 2. "/" (ex: "trainer0/cuda:0"). 2025-09-07T06:38:42.2157060Z 2025-09-07T06:38:42.2157250Z In addition, the device field can be optional and the default value is "cpu". 2025-09-07T06:38:42.2157470Z module_rref (RRef[nn.Module]): The module reference shared by both the caller and 2025-09-07T06:38:42.2157530Z the created remote module. 2025-09-07T06:38:42.2157700Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-09-07T06:38:42.2157840Z to be created. The type object should be decorated by @torch.jit.interface. 2025-09-07T06:38:42.2157970Z If not provided, the generated RemoteModule is not torchscript-able. 2025-09-07T06:38:42.2158110Z Warning, this is an experimental API and susceptible to frequent changes. 2025-09-07T06:38:42.2158110Z 2025-09-07T06:38:42.2158160Z Returns: 2025-09-07T06:38:42.2158300Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-09-07T06:38:42.2158450Z user-provided ``module_rref``, it has a blocking ``forward`` method and an 2025-09-07T06:38:42.2158610Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-09-07T06:38:42.2158690Z on the user-provided module on the remote side. 2025-09-07T06:38:42.2158700Z 2025-09-07T06:38:42.2158850Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2158850Z 2025-09-07T06:38:42.2159310Z msg = Cannot scrape callname=RemoteModule in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=598. 2025-09-07T06:38:42.2159490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2159500Z 2025-09-07T06:38:42.2159640Z A RemoteModule instance can only be created after RPC initialization. 2025-09-07T06:38:42.2159640Z 2025-09-07T06:38:42.2159780Z It creates a user-specified module on a specified remote node. 2025-09-07T06:38:42.2159920Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-09-07T06:38:42.2159980Z executed on the remote node. 2025-09-07T06:38:42.2160120Z It takes care of autograd recording to ensure the backward pass propagates 2025-09-07T06:38:42.2160220Z gradients back to the corresponding remote module. 2025-09-07T06:38:42.2160220Z 2025-09-07T06:38:42.2160370Z It generates two methods ``forward_async`` and ``forward`` based on the 2025-09-07T06:38:42.2160490Z signature of the ``forward`` method of ``module_cls``. ``forward_async`` 2025-09-07T06:38:42.2160640Z runs asynchronously and returns a Future. The arguments of ``forward_async`` 2025-09-07T06:38:42.2160770Z and ``forward`` are the same as the ``forward`` method of the module 2025-09-07T06:38:42.2160830Z returned by the ``module_cls``. 2025-09-07T06:38:42.2160830Z 2025-09-07T06:38:42.2160950Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-09-07T06:38:42.2161100Z that has ``forward`` method signature: ``def forward(input: Tensor) -> Tensor:``, 2025-09-07T06:38:42.2161240Z the generated ``RemoteModule`` will have 2 methods with the signatures: 2025-09-07T06:38:42.2161240Z 2025-09-07T06:38:42.2161320Z | ``def forward(input: Tensor) -> Tensor:`` 2025-09-07T06:38:42.2161420Z | ``def forward_async(input: Tensor) -> Future[Tensor]:`` 2025-09-07T06:38:42.2161420Z 2025-09-07T06:38:42.2161500Z Args: 2025-09-07T06:38:42.2161690Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-09-07T06:38:42.2161890Z The format should be "/", where the device field can be parsed as torch.device type. 2025-09-07T06:38:42.2161980Z E.g., "trainer0/cpu", "trainer0", "ps0/cuda:0". 2025-09-07T06:38:42.2162130Z In addition, the device field can be optional and the default value is "cpu". 2025-09-07T06:38:42.2162280Z module_cls (nn.Module): Class for the module to be created remotely. For example, 2025-09-07T06:38:42.2162280Z 2025-09-07T06:38:42.2162340Z >>> class MyModule(nn.Module): 2025-09-07T06:38:42.2162400Z >>> def forward(input): 2025-09-07T06:38:42.2162510Z >>> return input + 1 2025-09-07T06:38:42.2162560Z >>> 2025-09-07T06:38:42.2162610Z >>> module_cls = MyModule 2025-09-07T06:38:42.2162610Z 2025-09-07T06:38:42.2162740Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-09-07T06:38:42.2162860Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-09-07T06:38:42.2162860Z 2025-09-07T06:38:42.2162910Z Returns: 2025-09-07T06:38:42.2163060Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-09-07T06:38:42.2163190Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-09-07T06:38:42.2163360Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-09-07T06:38:42.2163440Z on the user-provided module on the remote side. 2025-09-07T06:38:42.2163450Z 2025-09-07T06:38:42.2163490Z Example:: 2025-09-07T06:38:42.2163590Z Run the following code in two different processes: 2025-09-07T06:38:42.2163590Z 2025-09-07T06:38:42.2163650Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.2163700Z >>> # On worker 0: 2025-09-07T06:38:42.2163760Z >>> import torch 2025-09-07T06:38:42.2163830Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.2163890Z >>> from torch import nn, Tensor 2025-09-07T06:38:42.2164050Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-09-07T06:38:42.2164100Z >>> 2025-09-07T06:38:42.2164180Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:42.2164250Z >>> remote_linear_module = RemoteModule( 2025-09-07T06:38:42.2164330Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-09-07T06:38:42.2164400Z >>> ) 2025-09-07T06:38:42.2164460Z >>> input = torch.randn(128, 20) 2025-09-07T06:38:42.2164550Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-09-07T06:38:42.2164610Z >>> ret = ret_fut.wait() 2025-09-07T06:38:42.2164660Z >>> rpc.shutdown() 2025-09-07T06:38:42.2164660Z 2025-09-07T06:38:42.2164710Z >>> # On worker 1: 2025-09-07T06:38:42.2164750Z >>> import torch 2025-09-07T06:38:42.2164830Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.2164860Z >>> 2025-09-07T06:38:42.2164950Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:42.2165000Z >>> rpc.shutdown() 2025-09-07T06:38:42.2165000Z 2025-09-07T06:38:42.2165120Z Furthermore, a more practical example that is combined with 2025-09-07T06:38:42.2165410Z `DistributedDataParallel `__ (DDP) 2025-09-07T06:38:42.2165610Z can be found in this `tutorial `__. 2025-09-07T06:38:42.2165610Z 2025-09-07T06:38:42.2165770Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2860720Z 2025-09-07T06:38:42.2861360Z msg = Cannot scrape callname=construct_and_record_rdzv_event in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/elastic/events/__init__.py line=94. 2025-09-07T06:38:42.2861750Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2861760Z 2025-09-07T06:38:42.2861890Z Initialize rendezvous event object and record its operations. 2025-09-07T06:38:42.2861900Z 2025-09-07T06:38:42.2861950Z Args: 2025-09-07T06:38:42.2862030Z run_id (str): The run id of the rendezvous. 2025-09-07T06:38:42.2862120Z message (str): The message describing the event. 2025-09-07T06:38:42.2862300Z node_state (NodeState): The state of the node (INIT, RUNNING, SUCCEEDED, FAILED). 2025-09-07T06:38:42.2862430Z name (str): Event name. (E.g. Current action being performed). 2025-09-07T06:38:42.2862500Z hostname (str): Hostname of the node. 2025-09-07T06:38:42.2862590Z pid (Optional[int]): The process id of the node. 2025-09-07T06:38:42.2862740Z master_endpoint (str): The master endpoint for the rendezvous store, if known. 2025-09-07T06:38:42.2863030Z local_id (Optional[int]): The local_id of the node, if defined in dynamic_rendezvous.py 2025-09-07T06:38:42.2863130Z rank (Optional[int]): The rank of the node, if known. 2025-09-07T06:38:42.2863180Z Returns: 2025-09-07T06:38:42.2863220Z None 2025-09-07T06:38:42.2863270Z Example: 2025-09-07T06:38:42.2863350Z >>> # See DynamicRendezvousHandler class 2025-09-07T06:38:42.2863390Z >>> def _record( 2025-09-07T06:38:42.2863440Z ... self, 2025-09-07T06:38:42.2863490Z ... message: str, 2025-09-07T06:38:42.2863580Z ... node_state: NodeState = NodeState.RUNNING, 2025-09-07T06:38:42.2863640Z ... rank: Optional[int] = None, 2025-09-07T06:38:42.2863690Z ... ) -> None: 2025-09-07T06:38:42.2863760Z ... construct_and_record_rdzv_event( 2025-09-07T06:38:42.2863870Z ... name=f"{self.__class__.__name__}.{get_method_name()}", 2025-09-07T06:38:42.2863940Z ... run_id=self._settings.run_id, 2025-09-07T06:38:42.2863990Z ... message=message, 2025-09-07T06:38:42.2864060Z ... node_state=node_state, 2025-09-07T06:38:42.2864120Z ... hostname=self._this_node.addr, 2025-09-07T06:38:42.2864190Z ... pid=self._this_node.pid, 2025-09-07T06:38:42.2864350Z ... local_id=self._this_node.local_id, 2025-09-07T06:38:42.2864400Z ... rank=rank, 2025-09-07T06:38:42.2864440Z ... ) 2025-09-07T06:38:42.2864440Z 2025-09-07T06:38:42.2864610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2864610Z 2025-09-07T06:38:42.2865090Z msg = Cannot scrape callname=_CustomReducer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/pipelining/microbatch.py line=29. 2025-09-07T06:38:42.2865260Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2865290Z 2025-09-07T06:38:42.2865440Z Custom reducer class that can be used to specify a custom operation that 2025-09-07T06:38:42.2865540Z reduces losses of multiple microbatches into one value. 2025-09-07T06:38:42.2865540Z 2025-09-07T06:38:42.2865590Z Example: 2025-09-07T06:38:42.2865640Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.2865710Z >>> sum_reducer = _CustomReducer( 2025-09-07T06:38:42.2865760Z >>> torch.tensor(0.0), 2025-09-07T06:38:42.2865820Z >>> lambda a, b: a + b 2025-09-07T06:38:42.2865860Z >>> ) 2025-09-07T06:38:42.2865860Z 2025-09-07T06:38:42.2866020Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2866020Z 2025-09-07T06:38:42.2866530Z msg = Cannot scrape callname=PeriodicModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/averagers.py line=38. 2025-09-07T06:38:42.2866690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2866700Z 2025-09-07T06:38:42.2866810Z Averages parameters periodically after the warm-up stage. 2025-09-07T06:38:42.2866810Z 2025-09-07T06:38:42.2867060Z This can be used for running `post-local SGD `_, 2025-09-07T06:38:42.2867190Z by running :class:`~torch.nn.DistributedDataParallel` (DDP) 2025-09-07T06:38:42.2867340Z using the subgroups created by :meth:`~torch.distributed.new_subgroups`. 2025-09-07T06:38:42.2867340Z 2025-09-07T06:38:42.2867380Z Args: 2025-09-07T06:38:42.2867490Z period (int): The number of steps per model averaging. 2025-09-07T06:38:42.2867660Z Usually the period should be greater than ``1`` to reduce the communication cost. 2025-09-07T06:38:42.2867740Z Otherwise, only DDP needs to be used. 2025-09-07T06:38:42.2867880Z warmup_steps (int): The number of warm-up steps. During this stage, 2025-09-07T06:38:42.2867950Z model averaging is skipped. 2025-09-07T06:38:42.2868160Z process_group: The process group to be used for all-reduce. 2025-09-07T06:38:42.2868250Z If ``None``, the default process group, which 2025-09-07T06:38:42.2868370Z is created by :func:`torch.distributed.init_process_group`, 2025-09-07T06:38:42.2868450Z will be used. (default: ``None``) 2025-09-07T06:38:42.2868450Z 2025-09-07T06:38:42.2868510Z Example:: 2025-09-07T06:38:42.2868520Z 2025-09-07T06:38:42.2868590Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.2868650Z >>> import torch 2025-09-07T06:38:42.2868710Z >>> import torch.distributed as dist 2025-09-07T06:38:42.2868910Z >>> import torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook as post_localSGD 2025-09-07T06:38:42.2869100Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-09-07T06:38:42.2869160Z >>> import torch.nn as nn 2025-09-07T06:38:42.2869200Z >>> 2025-09-07T06:38:42.2869310Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-09-07T06:38:42.2869370Z >>> torch.cuda.set_device(rank) 2025-09-07T06:38:42.2869450Z >>> module = nn.Linear(1, 1, bias=False).cuda() 2025-09-07T06:38:42.2869540Z >>> model = nn.parallel.DistributedDataParallel( 2025-09-07T06:38:42.2869630Z >>> module, device_ids=[rank], output_device=rank 2025-09-07T06:38:42.2869690Z >>> ) 2025-09-07T06:38:42.2869780Z >>> # Register a post-localSGD communication hook. 2025-09-07T06:38:42.2869960Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-09-07T06:38:42.2870060Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:42.2870100Z >>> 2025-09-07T06:38:42.2870350Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-09-07T06:38:42.2870450Z >>> # After 100 steps, run model averaging every 4 steps. 2025-09-07T06:38:42.2870650Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-09-07T06:38:42.2870800Z >>> averager = averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-09-07T06:38:42.2870860Z >>> for step in range(0, 200): 2025-09-07T06:38:42.2870920Z >>> optimizer.zero_grad() 2025-09-07T06:38:42.2870980Z >>> loss = loss_fn(output, labels) 2025-09-07T06:38:42.2871040Z >>> loss.backward() 2025-09-07T06:38:42.2871090Z >>> optimizer.step() 2025-09-07T06:38:42.2871220Z >>> # Will average model parameters globally every 4 steps. Thus, 2025-09-07T06:38:42.2871340Z >>> # inter-node communication only occurs every 4 iterations after 2025-09-07T06:38:42.2871410Z >>> # the initial ``warmup_steps`` period. 2025-09-07T06:38:42.2871510Z >>> averager.average_parameters(model.parameters()) 2025-09-07T06:38:42.2871510Z 2025-09-07T06:38:42.2871660Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.2871670Z 2025-09-07T06:38:42.2872270Z msg = Cannot scrape callname=HierarchicalModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/hierarchical_model_averager.py line=19. 2025-09-07T06:38:42.2872430Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.2872440Z 2025-09-07T06:38:42.2872640Z Runs hierarchical model averaging (`hierarchical SGD `_). 2025-09-07T06:38:42.2872640Z 2025-09-07T06:38:42.2872820Z Process groups of different sizes are organized in a hierarchy, and they average parameters 2025-09-07T06:38:42.2872950Z by using different periods concurrently after the warm-up stage. 2025-09-07T06:38:42.2873190Z This is an extension of :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager` 2025-09-07T06:38:42.2873390Z that supports `post-local SGD `_, which essentially only supports 2025-09-07T06:38:42.2873630Z a two-level hierarchy: the intra-machine level and the global level, where the intra-machine 2025-09-07T06:38:42.2873850Z level is usually embedded in :meth:`~torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook`. 2025-09-07T06:38:42.2874030Z Similarly, the process groups within this class do not have such an intra-machine process 2025-09-07T06:38:42.2874190Z subgroup, which should be embedded by the post-local SGD communication hook instead. 2025-09-07T06:38:42.2874190Z 2025-09-07T06:38:42.2874240Z Args: 2025-09-07T06:38:42.2874400Z period_group_size_dict: An ordered dict mapping keys of model averaging period to 2025-09-07T06:38:42.2874520Z process group size, used for initializing process groups of 2025-09-07T06:38:42.2874660Z different sizes in a hierarchy to average parameters concurrently. 2025-09-07T06:38:42.2874800Z Particularly, at each iteration, there will be at most a single 2025-09-07T06:38:42.2874940Z process group that runs averaging -- the period of such group should 2025-09-07T06:38:42.2875070Z have the largest period which the current step can be divided by. 2025-09-07T06:38:42.2875180Z For example, if the dict has three keys: 2, 4, and 8, 2025-09-07T06:38:42.2875340Z then this means totally three process groups will be created to 2025-09-07T06:38:42.2875480Z average parameters every 2, 4, and 8 iterations, respectively. 2025-09-07T06:38:42.2875590Z At the 4th iteration, only the second process group will run 2025-09-07T06:38:42.2875720Z averaging, because the first process group should be a 2025-09-07T06:38:42.2875860Z subset of the second process group, and no need to execute the first 2025-09-07T06:38:42.2875940Z process group redundantly. 2025-09-07T06:38:42.2876060Z On the other hand, the third process group can only be triggered 2025-09-07T06:38:42.2876200Z every 8 iterations, so it will not be triggered at the 4th iteration. 2025-09-07T06:38:42.2876390Z warmup_steps (int): The number of warm-up steps. During this stage, model averaging is skipped. 2025-09-07T06:38:42.2876660Z process_group (ProcessGroup, optional): The overall process group containing all the processes that runs model averaging. 2025-09-07T06:38:42.2876770Z If ``None``, the default process group, which is created 2025-09-07T06:38:42.2876900Z by :func:`torch.distributed.init_process_group`, will be used. 2025-09-07T06:38:42.2876980Z (default: ``None``) 2025-09-07T06:38:42.2876980Z 2025-09-07T06:38:42.2877040Z Example:: 2025-09-07T06:38:42.2877110Z >>> # xdoctest: +SKIP('undefined rank') 2025-09-07T06:38:42.2877170Z >>> from collections import OrderedDict 2025-09-07T06:38:42.2877220Z >>> import torch 2025-09-07T06:38:42.2877290Z >>> import torch.distributed as dist 2025-09-07T06:38:42.2877480Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-09-07T06:38:42.2877540Z >>> PostLocalSGDState, 2025-09-07T06:38:42.2877600Z >>> post_localSGD_hook, 2025-09-07T06:38:42.2877640Z >>> ) 2025-09-07T06:38:42.2877890Z >>> import torch.distributed.algorithms.model_averaging.hierarchical_model_averager as hierarchicalSGD 2025-09-07T06:38:42.2877950Z >>> import torch.nn as nn 2025-09-07T06:38:42.2877990Z >>> 2025-09-07T06:38:42.2878100Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-09-07T06:38:42.2878160Z >>> torch.cuda.set_device(rank) 2025-09-07T06:38:42.2878240Z >>> module = nn.Linear(1, 1, bias=False).to(rank) 2025-09-07T06:38:42.2878400Z >>> model = nn.parallel.DistributedDataParallel( 2025-09-07T06:38:42.2878490Z >>> module, device_ids=[rank], output_device=rank 2025-09-07T06:38:42.2878530Z >>> ) 2025-09-07T06:38:42.2878620Z >>> # Register a post-localSGD communication hook. 2025-09-07T06:38:42.2878790Z >>> # Assume that each machine has 4 GPUs, then each intra-machine subgroup has a size of 4. 2025-09-07T06:38:42.2878860Z >>> subgroup, _ = dist.new_subgroups() 2025-09-07T06:38:42.2879040Z >>> state = PostLocalSGDState(process_group=None, subgroup=subgroup, start_localSGD_iter=100) 2025-09-07T06:38:42.2879140Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:42.2879180Z >>> 2025-09-07T06:38:42.2879350Z >>> # Average parameters among each group of 8 processes every 4 iterations, and among all 2025-09-07T06:38:42.2879430Z >>> # the 16 processes every 16 iterations. 2025-09-07T06:38:42.2879540Z >>> averager = hierarchicalSGD.HierarchicalModelAverager( 2025-09-07T06:38:42.2879680Z >>> period_group_size_dict=OrderedDict([(4, 8), (16, 16)]), warmup_steps=100) 2025-09-07T06:38:42.2879880Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-09-07T06:38:42.2880040Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-09-07T06:38:42.2880160Z >>> # After 100 steps, run model averaging at two levels. 2025-09-07T06:38:42.2880220Z >>> for step in range(0, 200): 2025-09-07T06:38:42.2880280Z >>> optimizer.zero_grad() 2025-09-07T06:38:42.2880350Z >>> loss = loss_fn(output, labels) 2025-09-07T06:38:42.2880400Z >>> loss.backward() 2025-09-07T06:38:42.2880480Z >>> optimizer.step() 2025-09-07T06:38:42.2880570Z >>> # Average parameters after ``optimizer.step()``. 2025-09-07T06:38:42.2880750Z >>> # Thus, the inter-node communication only occurs periodically after ``warmup_steps``. 2025-09-07T06:38:42.2880850Z >>> averager.average_parameters(model.parameters()) 2025-09-07T06:38:42.2880850Z 2025-09-07T06:38:42.2880890Z .. warning :: 2025-09-07T06:38:42.2881040Z The last group size in the dict must be the size of the provided ``process_group``, 2025-09-07T06:38:42.2881180Z which indicates model averaging at the highest level of the hierarchy. 2025-09-07T06:38:42.2881370Z If ``process_group`` is not provided, then the last group size should be equal to the world size. 2025-09-07T06:38:42.2881380Z 2025-09-07T06:38:42.2881420Z .. warning :: 2025-09-07T06:38:42.2881560Z `HierarchicalModelAverager` is experimental and subject to change. 2025-09-07T06:38:42.2881560Z 2025-09-07T06:38:42.2881720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3354260Z 2025-09-07T06:38:42.3354990Z msg = Cannot scrape callname=post_localSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/post_localSGD_hook.py line=72. 2025-09-07T06:38:42.3355190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3355190Z 2025-09-07T06:38:42.3355270Z Run post-localSGD algorithm. 2025-09-07T06:38:42.3355270Z 2025-09-07T06:38:42.3355590Z This DDP communication hook is used for running post-localSGD algorithm, 2025-09-07T06:38:42.3355710Z by combining with a model averaging component (e.g., 2025-09-07T06:38:42.3355920Z :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager`) 2025-09-07T06:38:42.3355990Z that runs after the optimizer step. 2025-09-07T06:38:42.3355990Z 2025-09-07T06:38:42.3356030Z Args: 2025-09-07T06:38:42.3356180Z state (PostLocalSGDState): State information to run post-localSGD. 2025-09-07T06:38:42.3356360Z Users mainly need to tune ``start_localSGD_iter`` to determine when to start local SGD. 2025-09-07T06:38:42.3356630Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-09-07T06:38:42.3356900Z Note that since DDP comm hook only supports single process single device mode, 2025-09-07T06:38:42.3357000Z only exactly one tensor is stored in this bucket. 2025-09-07T06:38:42.3357000Z 2025-09-07T06:38:42.3357050Z Returns: 2025-09-07T06:38:42.3357210Z Future handler of the communication, which updates the gradients in place. 2025-09-07T06:38:42.3357210Z 2025-09-07T06:38:42.3357290Z Example:: 2025-09-07T06:38:42.3357350Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.3357510Z >>> state = PostLocalSGDState(process_group=process_group, subgroup=subgroup, 2025-09-07T06:38:42.3357590Z start_localSGD_iter=10) 2025-09-07T06:38:42.3357700Z >>> ddp_model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:42.3357910Z >>> # Also need to establish a model averaging module and run model averaging after ``optimizer.step()``. 2025-09-07T06:38:42.3358140Z >>> # Please refer to the examples in ``torch.distributed.algorithms.model_averaging.averagers`` module. 2025-09-07T06:38:42.3358140Z 2025-09-07T06:38:42.3358300Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3358300Z 2025-09-07T06:38:42.3358810Z msg = Cannot scrape callname=powerSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/powerSGD_hook.py line=342. 2025-09-07T06:38:42.3359030Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3359030Z 2025-09-07T06:38:42.3359090Z Implement PowerSGD algorithm. 2025-09-07T06:38:42.3359100Z 2025-09-07T06:38:42.3359250Z This DDP communication hook implements PowerSGD gradient compression 2025-09-07T06:38:42.3359410Z algorithm described in the `paper `_. 2025-09-07T06:38:42.3359550Z Once gradient tensors are aggregated across all workers, this hook applies 2025-09-07T06:38:42.3359610Z compression as follows: 2025-09-07T06:38:42.3359610Z 2025-09-07T06:38:42.3359870Z 1. Views the input flattened 1D gradient tensor as a list of per-parameter tensors, and divides all the tensors into two groups: 2025-09-07T06:38:42.3359880Z 2025-09-07T06:38:42.3360130Z 1.1 The tensors that should be compressed before allreduce, because the compression can give enough saving in bandwidth. 2025-09-07T06:38:42.3360130Z 2025-09-07T06:38:42.3360370Z 1.2 Rest of the tensors will be directly allreduced without compression, including all the vector tensors (for biases). 2025-09-07T06:38:42.3360370Z 2025-09-07T06:38:42.3360430Z 2. Handles uncompressed tensors: 2025-09-07T06:38:42.3360440Z 2025-09-07T06:38:42.3360730Z 2.1. Allocate contiguous memory for those uncompressed tensors, and allreduces all the uncompressed tensors as a batch, without compression; 2025-09-07T06:38:42.3360740Z 2025-09-07T06:38:42.3360940Z 2.2. Copies the individual uncompressed tensors from the contiguous memory back to the input tensor. 2025-09-07T06:38:42.3360940Z 2025-09-07T06:38:42.3361080Z 3. Handles the tensors that should be compressed by PowerSGD compression: 2025-09-07T06:38:42.3361090Z 2025-09-07T06:38:42.3361300Z 3.1. For each tensor M, creates two low-rank tensors P and Q for decomposing M, 2025-09-07T06:38:42.3361500Z such that M = PQ^T, where Q is initialized from a standard normal distribution and orthogonalized; 2025-09-07T06:38:42.3361500Z 2025-09-07T06:38:42.3361590Z 3.2. Computes each P in Ps, which is equal to MQ; 2025-09-07T06:38:42.3361590Z 2025-09-07T06:38:42.3361650Z 3.3. Allreduces Ps as a batch; 2025-09-07T06:38:42.3361660Z 2025-09-07T06:38:42.3361720Z 3.4. Orthogonalizes each P in Ps; 2025-09-07T06:38:42.3361730Z 2025-09-07T06:38:42.3361850Z 3.5. Computes each Q in Qs, which is approximately equal to M^TP; 2025-09-07T06:38:42.3361850Z 2025-09-07T06:38:42.3361910Z 3.6. Allreduces Qs as a batch; 2025-09-07T06:38:42.3361910Z 2025-09-07T06:38:42.3362170Z 3.7. Computes each M among all the compressed tensors, which is approximately equal to PQ^T. 2025-09-07T06:38:42.3362170Z 2025-09-07T06:38:42.3362420Z Note that this communication hook enforces vanilla allreduce for the first ``state.start_powerSGD_iter`` iterations. 2025-09-07T06:38:42.3362590Z This not only gives the user more control over the tradeoff between speedup and accuracy, 2025-09-07T06:38:42.3362840Z but also helps abstract away some complexity of the internal optimization of DDP for future communication hook developers. 2025-09-07T06:38:42.3362850Z 2025-09-07T06:38:42.3362890Z Args: 2025-09-07T06:38:42.3363140Z state (PowerSGDState): State information to configure the compression rate and support error feedback, warm start, etc. 2025-09-07T06:38:42.3363360Z To tune the compression configs, mainly need to tune ``matrix_approximation_rank``, ``start_powerSGD_iter`` 2025-09-07T06:38:42.3363420Z and ``min_compression_rate``. 2025-09-07T06:38:42.3363670Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-09-07T06:38:42.3363820Z Note that since DDP comm hook only supports single process single device mode, 2025-09-07T06:38:42.3363920Z only exactly one tensor is stored in this bucket. 2025-09-07T06:38:42.3363940Z 2025-09-07T06:38:42.3363980Z Returns: 2025-09-07T06:38:42.3364130Z Future handler of the communication, which updates the gradients in place. 2025-09-07T06:38:42.3364140Z 2025-09-07T06:38:42.3364180Z Example:: 2025-09-07T06:38:42.3364230Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.3364400Z >>> state = PowerSGDState(process_group=process_group, matrix_approximation_rank=1, 2025-09-07T06:38:42.3364530Z start_powerSGD_iter=10, min_compression_rate=0.5) 2025-09-07T06:38:42.3364640Z >>> ddp_model.register_comm_hook(state, powerSGD_hook) 2025-09-07T06:38:42.3364640Z 2025-09-07T06:38:42.3364790Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3364800Z 2025-09-07T06:38:42.3365280Z msg = Cannot scrape callname=PostLocalSGDOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/optim/post_localSGD_optimizer.py line=9. 2025-09-07T06:38:42.3365430Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3365440Z 2025-09-07T06:38:42.3365840Z Wraps an arbitrary :class:`torch.optim.Optimizer` and runs `post-local SGD `_, 2025-09-07T06:38:42.3365930Z This optimizer runs local optimizer at every step. 2025-09-07T06:38:42.3366130Z After the warm-up stage, it averages parameters periodically after the local optimizer is applied. 2025-09-07T06:38:42.3366140Z 2025-09-07T06:38:42.3366180Z Args: 2025-09-07T06:38:42.3366240Z optim: The local optimizer. 2025-09-07T06:38:42.3366370Z averager: A model averager instance to run post-localSGD algorithm. 2025-09-07T06:38:42.3366370Z 2025-09-07T06:38:42.3366420Z Example:: 2025-09-07T06:38:42.3366420Z 2025-09-07T06:38:42.3366500Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.3366550Z >>> import torch 2025-09-07T06:38:42.3366650Z >>> import torch.distributed as dist 2025-09-07T06:38:42.3366820Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-09-07T06:38:42.3366880Z >>> import torch.nn as nn 2025-09-07T06:38:42.3367000Z >>> from torch.distributed.optim import PostLocalSGDOptimizer 2025-09-07T06:38:42.3367160Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-09-07T06:38:42.3367220Z >>> PostLocalSGDState, 2025-09-07T06:38:42.3367280Z >>> post_localSGD_hook, 2025-09-07T06:38:42.3367320Z >>> ) 2025-09-07T06:38:42.3367360Z >>> 2025-09-07T06:38:42.3367450Z >>> model = nn.parallel.DistributedDataParallel( 2025-09-07T06:38:42.3367540Z >>> module, device_ids=[rank], output_device=rank 2025-09-07T06:38:42.3367640Z >>> ) 2025-09-07T06:38:42.3367690Z >>> 2025-09-07T06:38:42.3367770Z >>> # Register a post-localSGD communication hook. 2025-09-07T06:38:42.3367960Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-09-07T06:38:42.3368050Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:42.3368200Z >>> 2025-09-07T06:38:42.3368330Z >>> # Create a post-localSGD optimizer that wraps a local optimizer. 2025-09-07T06:38:42.3368480Z >>> # Note that ``warmup_steps`` used in ``PostLocalSGDOptimizer`` must be the same as 2025-09-07T06:38:42.3368580Z >>> # ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-09-07T06:38:42.3368710Z >>> local_optim = torch.optim.SGD(params=model.parameters(), lr=0.01) 2025-09-07T06:38:42.3368780Z >>> opt = PostLocalSGDOptimizer( 2025-09-07T06:38:42.3368840Z >>> optim=local_optim, 2025-09-07T06:38:42.3368990Z >>> averager=averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-09-07T06:38:42.3369030Z >>> ) 2025-09-07T06:38:42.3369070Z >>> 2025-09-07T06:38:42.3369210Z >>> # In the first 100 steps, DDP runs global gradient averaging at every step. 2025-09-07T06:38:42.3369400Z >>> # After 100 steps, DDP runs gradient averaging within each subgroup (intra-node by default), 2025-09-07T06:38:42.3369660Z >>> # and post-localSGD optimizer runs global model averaging every 4 steps after applying the local optimizer. 2025-09-07T06:38:42.3369720Z >>> for step in range(0, 200): 2025-09-07T06:38:42.3369770Z >>> opt.zero_grad() 2025-09-07T06:38:42.3369840Z >>> loss = loss_fn(output, labels) 2025-09-07T06:38:42.3369940Z >>> loss.backward() 2025-09-07T06:38:42.3370000Z >>> opt.step() 2025-09-07T06:38:42.3370000Z 2025-09-07T06:38:42.3370150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3370150Z 2025-09-07T06:38:42.3370590Z msg = Cannot scrape callname=DistributedOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/optim/optimizer.py line=129. 2025-09-07T06:38:42.3370890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3370890Z 2025-09-07T06:38:42.3371040Z DistributedOptimizer takes remote references to parameters scattered 2025-09-07T06:38:42.3371180Z across workers and applies the given optimizer locally for each parameter. 2025-09-07T06:38:42.3371180Z 2025-09-07T06:38:42.3371330Z This class uses :meth:`~torch.distributed.autograd.get_gradients` in order 2025-09-07T06:38:42.3371420Z to retrieve the gradients for specific parameters. 2025-09-07T06:38:42.3371430Z 2025-09-07T06:38:42.3371480Z Concurrent calls to 2025-09-07T06:38:42.3371670Z :meth:`~torch.distributed.optim.DistributedOptimizer.step`, 2025-09-07T06:38:42.3371760Z either from the same or different clients, will 2025-09-07T06:38:42.3371890Z be serialized on each worker -- as each worker's optimizer can only work 2025-09-07T06:38:42.3372020Z on one set of gradients at a time. However, there is no guarantee that 2025-09-07T06:38:42.3372170Z the full forward-backward-optimizer sequence will execute for one client 2025-09-07T06:38:42.3372360Z at a time. This means that the gradients being applied may not correspond 2025-09-07T06:38:42.3372500Z to the latest forward pass executed on a given worker. Also, there is no 2025-09-07T06:38:42.3372570Z guaranteed ordering across workers. 2025-09-07T06:38:42.3372570Z 2025-09-07T06:38:42.3372730Z `DistributedOptimizer` creates the local optimizer with TorchScript enabled 2025-09-07T06:38:42.3372870Z by default, so that optimizer updates are not blocked by the Python Global 2025-09-07T06:38:42.3373020Z Interpreter Lock (GIL) in the case of multithreaded training (e.g. Distributed 2025-09-07T06:38:42.3373170Z Model Parallel). This feature is currently enabled for most optimizers. You 2025-09-07T06:38:42.3373380Z can also follow `the recipe`__ in PyTorch tutorials to enable TorchScript support 2025-09-07T06:38:42.3373440Z for your own custom optimizers. 2025-09-07T06:38:42.3373450Z 2025-09-07T06:38:42.3373490Z Args: 2025-09-07T06:38:42.3373610Z optimizer_class (optim.Optimizer): the class of optimizer to 2025-09-07T06:38:42.3373670Z instantiate on each worker. 2025-09-07T06:38:42.3373800Z params_rref (list[RRef]): list of RRefs to local or remote parameters 2025-09-07T06:38:42.3373850Z to optimize. 2025-09-07T06:38:42.3373980Z args: arguments to pass to the optimizer constructor on each worker. 2025-09-07T06:38:42.3374120Z kwargs: arguments to pass to the optimizer constructor on each worker. 2025-09-07T06:38:42.3374120Z 2025-09-07T06:38:42.3374170Z Example:: 2025-09-07T06:38:42.3374230Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.3374330Z >>> import torch.distributed.autograd as dist_autograd 2025-09-07T06:38:42.3374460Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.3374520Z >>> from torch import optim 2025-09-07T06:38:42.3374630Z >>> from torch.distributed.optim import DistributedOptimizer 2025-09-07T06:38:42.3374670Z >>> 2025-09-07T06:38:42.3374750Z >>> with dist_autograd.context() as context_id: 2025-09-07T06:38:42.3374810Z >>> # Forward pass. 2025-09-07T06:38:42.3374960Z >>> rref1 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 3)) 2025-09-07T06:38:42.3375080Z >>> rref2 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 1)) 2025-09-07T06:38:42.3375150Z >>> loss = rref1.to_here() + rref2.to_here() 2025-09-07T06:38:42.3375200Z >>> 2025-09-07T06:38:42.3375250Z >>> # Backward pass. 2025-09-07T06:38:42.3375360Z >>> dist_autograd.backward(context_id, [loss.sum()]) 2025-09-07T06:38:42.3375400Z >>> 2025-09-07T06:38:42.3375450Z >>> # Optimizer. 2025-09-07T06:38:42.3375530Z >>> dist_optim = DistributedOptimizer( 2025-09-07T06:38:42.3375580Z >>> optim.SGD, 2025-09-07T06:38:42.3375630Z >>> [rref1, rref2], 2025-09-07T06:38:42.3375680Z >>> lr=0.05, 2025-09-07T06:38:42.3375720Z >>> ) 2025-09-07T06:38:42.3375780Z >>> dist_optim.step(context_id) 2025-09-07T06:38:42.3375780Z 2025-09-07T06:38:42.3375880Z __ https://github.com/pytorch/tutorials/pull/1465 2025-09-07T06:38:42.3375880Z 2025-09-07T06:38:42.3376030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3536460Z 2025-09-07T06:38:42.3537170Z msg = Cannot scrape callname=ZeroRedundancyOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/optim/zero_redundancy_optimizer.py line=284. 2025-09-07T06:38:42.3537930Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3538180Z 2025-09-07T06:38:42.3538430Z Wrap an arbitrary :class:`optim.Optimizer ` and shards its states across ranks in the group. 2025-09-07T06:38:42.3538750Z 2025-09-07T06:38:42.3538910Z The sharing is done as described by `ZeRO `_. 2025-09-07T06:38:42.3539140Z 2025-09-07T06:38:42.3539230Z The local optimizer instance in each rank is only 2025-09-07T06:38:42.3539630Z responsible for updating approximately ``1 / world_size`` parameters and 2025-09-07T06:38:42.3540010Z hence only needs to keep ``1 / world_size`` optimizer states. After 2025-09-07T06:38:42.3540360Z parameters are updated locally, each rank will broadcast its parameters to 2025-09-07T06:38:42.3540690Z all other peers to keep all model replicas in the same state. 2025-09-07T06:38:42.3541000Z ``ZeroRedundancyOptimizer`` can be used in conjunction with 2025-09-07T06:38:42.3541350Z :class:`torch.nn.parallel.DistributedDataParallel` to reduce per-rank peak 2025-09-07T06:38:42.3541630Z memory consumption. 2025-09-07T06:38:42.3541730Z 2025-09-07T06:38:42.3541890Z ``ZeroRedundancyOptimizer`` uses a sorted-greedy algorithm to pack a number 2025-09-07T06:38:42.3542390Z of parameters at each rank. Each parameter belongs to a single rank and is 2025-09-07T06:38:42.3542750Z not divided among ranks. The partition is arbitrary and might not match the 2025-09-07T06:38:42.3543050Z the parameter registration or usage order. 2025-09-07T06:38:42.3543200Z 2025-09-07T06:38:42.3543250Z Arguments: 2025-09-07T06:38:42.3543450Z params (``Iterable``): an ``Iterable`` of :class:`torch.Tensor` s 2025-09-07T06:38:42.3543760Z or :class:`dict` s giving all parameters, which will be sharded 2025-09-07T06:38:42.3543990Z across ranks. 2025-09-07T06:38:42.3544100Z 2025-09-07T06:38:42.3544150Z Keyword Args: 2025-09-07T06:38:42.3544360Z optimizer_class (:class:`torch.nn.Optimizer`): the class of the local 2025-09-07T06:38:42.3544610Z optimizer. 2025-09-07T06:38:42.3544820Z process_group (``ProcessGroup``, optional): ``torch.distributed`` 2025-09-07T06:38:42.3545140Z ``ProcessGroup`` (default: ``dist.group.WORLD`` initialized by 2025-09-07T06:38:42.3545450Z :meth:`torch.distributed.init_process_group`). 2025-09-07T06:38:42.3545740Z parameters_as_bucket_view (bool, optional): if ``True``, parameters are 2025-09-07T06:38:42.3546080Z packed into buckets to speed up communication, and ``param.data`` 2025-09-07T06:38:42.3546400Z fields point to bucket views at different offsets; if ``False``, 2025-09-07T06:38:42.3546790Z each individual parameter is communicated separately, and each 2025-09-07T06:38:42.3547070Z ``params.data`` stays intact (default: ``False``). 2025-09-07T06:38:42.3547350Z overlap_with_ddp (bool, optional): if ``True``, :meth:`step` is 2025-09-07T06:38:42.3547660Z overlapped with :class:`DistributedDataParallel` 's gradient 2025-09-07T06:38:42.3548000Z synchronization; this requires (1) either a functional optimizer 2025-09-07T06:38:42.3553210Z for the ``optimizer_class`` argument or one with a functional 2025-09-07T06:38:42.3553500Z equivalent and (2) registering a DDP communication hook 2025-09-07T06:38:42.3553800Z constructed from one of the functions in ``ddp_zero_hook.py``; 2025-09-07T06:38:42.3554090Z parameters are packed into buckets matching those in 2025-09-07T06:38:42.3554360Z :class:`DistributedDataParallel`, meaning that the 2025-09-07T06:38:42.3554610Z ``parameters_as_bucket_view`` argument is ignored. 2025-09-07T06:38:42.3554880Z If ``False``, :meth:`step` runs disjointly after the backward pass 2025-09-07T06:38:42.3555110Z (per normal). 2025-09-07T06:38:42.3555260Z (default: ``False``) 2025-09-07T06:38:42.3555490Z **defaults: any trailing arguments, which are forwarded to the local 2025-09-07T06:38:42.3555730Z optimizer. 2025-09-07T06:38:42.3555820Z 2025-09-07T06:38:42.3555870Z Example:: 2025-09-07T06:38:42.3555940Z 2025-09-07T06:38:42.3556000Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.3556150Z >>> import torch.nn as nn 2025-09-07T06:38:42.3556390Z >>> from torch.distributed.optim import ZeroRedundancyOptimizer 2025-09-07T06:38:42.3556730Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-09-07T06:38:42.3557050Z >>> model = nn.Sequential(*[nn.Linear(2000, 2000).to(rank) for _ in range(20)]) 2025-09-07T06:38:42.3557440Z >>> ddp = DDP(model, device_ids=[rank]) 2025-09-07T06:38:42.3557650Z >>> opt = ZeroRedundancyOptimizer( 2025-09-07T06:38:42.3557840Z >>> ddp.parameters(), 2025-09-07T06:38:42.3558030Z >>> optimizer_class=torch.optim.Adam, 2025-09-07T06:38:42.3558210Z >>> lr=0.01 2025-09-07T06:38:42.3558330Z >>> ) 2025-09-07T06:38:42.3558460Z >>> ddp(inputs).sum().backward() 2025-09-07T06:38:42.3558630Z >>> opt.step() 2025-09-07T06:38:42.3558720Z 2025-09-07T06:38:42.3558760Z .. warning:: 2025-09-07T06:38:42.3558960Z Currently, ``ZeroRedundancyOptimizer`` requires that all of the 2025-09-07T06:38:42.3559240Z passed-in parameters are the same dense type. 2025-09-07T06:38:42.3559390Z 2025-09-07T06:38:42.3559530Z .. warning:: 2025-09-07T06:38:42.3559740Z If you pass ``overlap_with_ddp=True``, be wary of the following: Given 2025-09-07T06:38:42.3560060Z the way that overlapping :class:`DistributedDataParallel` with 2025-09-07T06:38:42.3560380Z :class:`ZeroRedundancyOptimizer` is currently implemented, the first 2025-09-07T06:38:42.3560720Z two or three training iterations do not perform parameter updates in 2025-09-07T06:38:42.3561030Z the optimizer step, depending on if ``static_graph=False`` or 2025-09-07T06:38:42.3561330Z ``static_graph=True``, respectively. This is because it needs 2025-09-07T06:38:42.3561620Z information about the gradient bucketing strategy used by 2025-09-07T06:38:42.3561940Z :class:`DistributedDataParallel`, which is not finalized until the 2025-09-07T06:38:42.3562260Z second forward pass if ``static_graph=False`` or until the third 2025-09-07T06:38:42.3562580Z forward pass if ``static_graph=True``. To adjust for this, one option 2025-09-07T06:38:42.3562830Z is to prepend dummy inputs. 2025-09-07T06:38:42.3562950Z 2025-09-07T06:38:42.3563100Z .. warning:: ZeroRedundancyOptimizer is experimental and subject to change. 2025-09-07T06:38:42.3563320Z 2025-09-07T06:38:42.3563480Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3563690Z 2025-09-07T06:38:42.3564260Z msg = Cannot scrape callname=FullyShardedDataParallel.set_state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=634. 2025-09-07T06:38:42.3565080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3565510Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-09-07T06:38:42.3565740Z 2025-09-07T06:38:42.3565900Z Also takes (optional) configuration for the model's and optimizer's state dict. 2025-09-07T06:38:42.3566260Z The target module does not have to be a FSDP module. If the target 2025-09-07T06:38:42.3566580Z module is a FSDP module, its ``state_dict_type`` will also be changed. 2025-09-07T06:38:42.3566780Z 2025-09-07T06:38:42.3566900Z .. note:: This API should be called for only the top-level (root) 2025-09-07T06:38:42.3567130Z module. 2025-09-07T06:38:42.3567210Z 2025-09-07T06:38:42.3567340Z .. note:: This API enables users to transparently use the conventional 2025-09-07T06:38:42.3567650Z ``state_dict`` API to take model checkpoints in cases where the 2025-09-07T06:38:42.3567970Z root FSDP module is wrapped by another ``nn.Module``. For example, 2025-09-07T06:38:42.3568290Z the following will ensure ``state_dict`` is called on all non-FSDP 2025-09-07T06:38:42.3568620Z instances, while dispatching into `sharded_state_dict` implementation 2025-09-07T06:38:42.3568880Z for FSDP: 2025-09-07T06:38:42.3568970Z 2025-09-07T06:38:42.3569020Z Example:: 2025-09-07T06:38:42.3569100Z 2025-09-07T06:38:42.3569180Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.3569390Z >>> model = DDP(FSDP(...)) 2025-09-07T06:38:42.3569620Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:42.3569800Z >>> model, 2025-09-07T06:38:42.3569980Z >>> StateDictType.SHARDED_STATE_DICT, 2025-09-07T06:38:42.3570260Z >>> state_dict_config = ShardedStateDictConfig(offload_to_cpu=True), 2025-09-07T06:38:42.3570600Z >>> optim_state_dict_config = OptimStateDictConfig(offload_to_cpu=True), 2025-09-07T06:38:42.3570850Z >>> ) 2025-09-07T06:38:42.3571010Z >>> param_state_dict = model.state_dict() 2025-09-07T06:38:42.3571260Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-09-07T06:38:42.3571430Z 2025-09-07T06:38:42.3571470Z Args: 2025-09-07T06:38:42.3571630Z module (torch.nn.Module): Root module. 2025-09-07T06:38:42.3571980Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-09-07T06:38:42.3572330Z state_dict_config (Optional[StateDictConfig]): the configuration for the 2025-09-07T06:38:42.3572610Z target ``state_dict_type``. 2025-09-07T06:38:42.3572890Z optim_state_dict_config (Optional[OptimStateDictConfig]): the configuration 2025-09-07T06:38:42.3573190Z for the optimizer state dict. 2025-09-07T06:38:42.3573330Z 2025-09-07T06:38:42.3573370Z Returns: 2025-09-07T06:38:42.3573580Z A StateDictSettings that include the previous state_dict type and 2025-09-07T06:38:42.3573850Z configuration for the module. 2025-09-07T06:38:42.3574020Z 2025-09-07T06:38:42.3574240Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.3574460Z 2025-09-07T06:38:42.3574980Z msg = Cannot scrape callname=FullyShardedDataParallel.state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=792. 2025-09-07T06:38:42.3575730Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.3576100Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-09-07T06:38:42.3576390Z 2025-09-07T06:38:42.3576580Z This context manager has the same functions as :meth:`set_state_dict_type`. Read the document of 2025-09-07T06:38:42.3576920Z :meth:`set_state_dict_type` for the detail. 2025-09-07T06:38:42.3577060Z 2025-09-07T06:38:42.3577110Z Example:: 2025-09-07T06:38:42.3577200Z 2025-09-07T06:38:42.3577310Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.3577530Z >>> model = DDP(FSDP(...)) 2025-09-07T06:38:42.3577720Z >>> with FSDP.state_dict_type( 2025-09-07T06:38:42.3577890Z >>> model, 2025-09-07T06:38:42.3578070Z >>> StateDictType.SHARDED_STATE_DICT, 2025-09-07T06:38:42.3578260Z >>> ): 2025-09-07T06:38:42.3578410Z >>> checkpoint = model.state_dict() 2025-09-07T06:38:42.3578550Z 2025-09-07T06:38:42.3578600Z Args: 2025-09-07T06:38:42.3578750Z module (torch.nn.Module): Root module. 2025-09-07T06:38:42.3579030Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-09-07T06:38:42.3579390Z state_dict_config (Optional[StateDictConfig]): the model ``state_dict`` 2025-09-07T06:38:42.3579700Z configuration for the target ``state_dict_type``. 2025-09-07T06:38:42.3580010Z optim_state_dict_config (Optional[OptimStateDictConfig]): the optimizer 2025-09-07T06:38:42.3580340Z ``state_dict`` configuration for the target ``state_dict_type``. 2025-09-07T06:38:42.3580570Z 2025-09-07T06:38:42.3580790Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4139740Z 2025-09-07T06:38:42.4140730Z msg = Cannot scrape callname=FullyShardedDataParallel.optim_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1805. 2025-09-07T06:38:42.4141620Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4141860Z 2025-09-07T06:38:42.4142020Z Transform the state-dict of an optimizer corresponding to a sharded model. 2025-09-07T06:38:42.4142240Z 2025-09-07T06:38:42.4142370Z The given state-dict can be transformed to one of three types: 2025-09-07T06:38:42.4142760Z 1) full optimizer state_dict, 2) sharded optimizer state_dict, 3) local optimizer state_dict. 2025-09-07T06:38:42.4143010Z 2025-09-07T06:38:42.4143160Z For full optimizer state_dict, all states are unflattened and not sharded. 2025-09-07T06:38:42.4143510Z Rank0 only and CPU only can be specified via :meth:`state_dict_type` to 2025-09-07T06:38:42.4143900Z avoid OOM. 2025-09-07T06:38:42.4143980Z 2025-09-07T06:38:42.4144130Z For sharded optimizer state_dict, all states are unflattened but sharded. 2025-09-07T06:38:42.4144480Z CPU only can be specified via :meth:`state_dict_type` to further save 2025-09-07T06:38:42.4144730Z memory. 2025-09-07T06:38:42.4144800Z 2025-09-07T06:38:42.4144940Z For local state_dict, no transformation will be performed. But a state 2025-09-07T06:38:42.4145290Z will be converted from nn.Tensor to ShardedTensor to represent its sharding 2025-09-07T06:38:42.4145570Z nature (this is not supported yet). 2025-09-07T06:38:42.4145710Z 2025-09-07T06:38:42.4145760Z Example:: 2025-09-07T06:38:42.4145840Z 2025-09-07T06:38:42.4145920Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.4146220Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:42.4146530Z >>> from torch.distributed.fsdp import StateDictType 2025-09-07T06:38:42.4146810Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-09-07T06:38:42.4147120Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-09-07T06:38:42.4147380Z >>> # Save a checkpoint 2025-09-07T06:38:42.4147550Z >>> model, optim = ... 2025-09-07T06:38:42.4147720Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:42.4147940Z >>> model, 2025-09-07T06:38:42.4148090Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:42.4148310Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4148560Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4148760Z >>> ) 2025-09-07T06:38:42.4148900Z >>> state_dict = model.state_dict() 2025-09-07T06:38:42.4149180Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-09-07T06:38:42.4149450Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-09-07T06:38:42.4149670Z >>> # Load a checkpoint 2025-09-07T06:38:42.4149830Z >>> model, optim = ... 2025-09-07T06:38:42.4150020Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-09-07T06:38:42.4150250Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:42.4150410Z >>> model, 2025-09-07T06:38:42.4150560Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:42.4150780Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4151020Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4151220Z >>> ) 2025-09-07T06:38:42.4151340Z >>> model.load_state_dict(state_dict) 2025-09-07T06:38:42.4151560Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-09-07T06:38:42.4151780Z >>> model, optim, optim_state_dict 2025-09-07T06:38:42.4151960Z >>> ) 2025-09-07T06:38:42.4152090Z >>> optim.load_state_dict(optim_state_dict) 2025-09-07T06:38:42.4152230Z 2025-09-07T06:38:42.4152280Z Args: 2025-09-07T06:38:42.4152460Z model (torch.nn.Module): Root module (which may or may not be a 2025-09-07T06:38:42.4152780Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-09-07T06:38:42.4153050Z were passed into the optimizer ``optim``. 2025-09-07T06:38:42.4153310Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-09-07T06:38:42.4153550Z parameters. 2025-09-07T06:38:42.4153820Z optim_state_dict (Dict[str, Any]): the target optimizer state_dict to 2025-09-07T06:38:42.4154160Z transform. If the value is None, optim.state_dict() will be used. ( 2025-09-07T06:38:42.4154410Z Default: ``None``) 2025-09-07T06:38:42.4154660Z group (dist.ProcessGroup): Model's process group across which parameters 2025-09-07T06:38:42.4154980Z are sharded or ``None`` if using the default process group. ( 2025-09-07T06:38:42.4155210Z Default: ``None``) 2025-09-07T06:38:42.4155310Z 2025-09-07T06:38:42.4155360Z Returns: 2025-09-07T06:38:42.4155540Z Dict[str, Any]: A :class:`dict` containing the optimizer state for 2025-09-07T06:38:42.4155820Z ``model``. The sharding of the optimizer state is based on 2025-09-07T06:38:42.4156110Z ``state_dict_type``. 2025-09-07T06:38:42.4156210Z 2025-09-07T06:38:42.4156360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4156580Z 2025-09-07T06:38:42.4157170Z msg = Cannot scrape callname=FullyShardedDataParallel.optim_state_dict_to_load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1903. 2025-09-07T06:38:42.4157940Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4158170Z 2025-09-07T06:38:42.4158380Z Convert an optimizer state-dict so that it can be loaded into the optimizer associated with the FSDP model. 2025-09-07T06:38:42.4158660Z 2025-09-07T06:38:42.4158760Z Given a ``optim_state_dict`` that is transformed through 2025-09-07T06:38:42.4159060Z :meth:`optim_state_dict`, it gets converted to the flattened optimizer 2025-09-07T06:38:42.4159380Z state_dict that can be loaded to ``optim`` which is the optimizer for 2025-09-07T06:38:42.4159690Z ``model``. ``model`` must be sharded by FullyShardedDataParallel. 2025-09-07T06:38:42.4159890Z 2025-09-07T06:38:42.4159970Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.4160260Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:42.4160600Z >>> from torch.distributed.fsdp import StateDictType 2025-09-07T06:38:42.4160870Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-09-07T06:38:42.4161160Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-09-07T06:38:42.4161400Z >>> # Save a checkpoint 2025-09-07T06:38:42.4161580Z >>> model, optim = ... 2025-09-07T06:38:42.4161750Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:42.4161910Z >>> model, 2025-09-07T06:38:42.4162060Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:42.4162270Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4162510Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4162700Z >>> ) 2025-09-07T06:38:42.4162830Z >>> state_dict = model.state_dict() 2025-09-07T06:38:42.4163020Z >>> original_osd = optim.state_dict() 2025-09-07T06:38:42.4163240Z >>> optim_state_dict = FSDP.optim_state_dict( 2025-09-07T06:38:42.4163430Z >>> model, 2025-09-07T06:38:42.4163560Z >>> optim, 2025-09-07T06:38:42.4163690Z >>> optim_state_dict=original_osd 2025-09-07T06:38:42.4163860Z >>> ) 2025-09-07T06:38:42.4164010Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-09-07T06:38:42.4164220Z >>> # Load a checkpoint 2025-09-07T06:38:42.4164370Z >>> model, optim = ... 2025-09-07T06:38:42.4164570Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-09-07T06:38:42.4164780Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:42.4164950Z >>> model, 2025-09-07T06:38:42.4165090Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:42.4165300Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4165520Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:42.4165720Z >>> ) 2025-09-07T06:38:42.4165910Z >>> model.load_state_dict(state_dict) 2025-09-07T06:38:42.4166130Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-09-07T06:38:42.4166350Z >>> model, optim, optim_state_dict 2025-09-07T06:38:42.4166530Z >>> ) 2025-09-07T06:38:42.4166670Z >>> optim.load_state_dict(optim_state_dict) 2025-09-07T06:38:42.4166820Z 2025-09-07T06:38:42.4166860Z Args: 2025-09-07T06:38:42.4167040Z model (torch.nn.Module): Root module (which may or may not be a 2025-09-07T06:38:42.4167350Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-09-07T06:38:42.4167620Z were passed into the optimizer ``optim``. 2025-09-07T06:38:42.4167880Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-09-07T06:38:42.4168190Z parameters. 2025-09-07T06:38:42.4168410Z optim_state_dict (Dict[str, Any]): The optimizer states to be loaded. 2025-09-07T06:38:42.4168720Z is_named_optimizer (bool): Is this optimizer a NamedOptimizer or 2025-09-07T06:38:42.4169030Z KeyedOptimizer. Only set to True if ``optim`` is TorchRec's 2025-09-07T06:38:42.4169320Z KeyedOptimizer or torch.distributed's NamedOptimizer. 2025-09-07T06:38:42.4169620Z load_directly (bool): If this is set to True, this API will also 2025-09-07T06:38:42.4169920Z call optim.load_state_dict(result) before returning the result. 2025-09-07T06:38:42.4170250Z Otherwise, users are responsible to call ``optim.load_state_dict()`` 2025-09-07T06:38:42.4170500Z (Default: ``False``) 2025-09-07T06:38:42.4170750Z group (dist.ProcessGroup): Model's process group across which parameters 2025-09-07T06:38:42.4171080Z are sharded or ``None`` if using the default process group. ( 2025-09-07T06:38:42.4171310Z Default: ``None``) 2025-09-07T06:38:42.4171410Z 2025-09-07T06:38:42.4171560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4171780Z 2025-09-07T06:38:42.4172180Z msg = Cannot scrape callname=MixedPrecision in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=114. 2025-09-07T06:38:42.4172810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4173030Z 2025-09-07T06:38:42.4173140Z This configures FSDP-native mixed precision training. 2025-09-07T06:38:42.4173300Z 2025-09-07T06:38:42.4173350Z Attributes: 2025-09-07T06:38:42.4173590Z param_dtype (Optional[torch.dtype]): This specifies the dtype for model 2025-09-07T06:38:42.4173920Z parameters during forward and backward and thus the dtype for 2025-09-07T06:38:42.4174250Z forward and backward computation. Outside forward and backward, the 2025-09-07T06:38:42.4174570Z *sharded* parameters are kept in full precision (e.g. for the 2025-09-07T06:38:42.4174890Z optimizer step), and for model checkpointing, the parameters are 2025-09-07T06:38:42.4175170Z always saved in full precision. (Default: ``None``) 2025-09-07T06:38:42.4175460Z reduce_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-09-07T06:38:42.4175790Z gradient reduction (i.e. reduce-scatter or all-reduce). If this is 2025-09-07T06:38:42.4176100Z ``None`` but ``param_dtype`` is not ``None``, then this takes on 2025-09-07T06:38:42.4176400Z the ``param_dtype`` value, still running gradient reduction in low 2025-09-07T06:38:42.4176720Z precision. This is permitted to differ from ``param_dtype``, e.g. 2025-09-07T06:38:42.4177030Z to force gradient reduction to run in full precision. (Default: 2025-09-07T06:38:42.4177250Z ``None``) 2025-09-07T06:38:42.4177460Z buffer_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-09-07T06:38:42.4177780Z buffers. FSDP does not shard buffers. Rather, FSDP casts them to 2025-09-07T06:38:42.4178090Z ``buffer_dtype`` in the first forward pass and keeps them in that 2025-09-07T06:38:42.4178430Z dtype thereafter. For model checkpointing, the buffers are saved 2025-09-07T06:38:42.4178740Z in full precision except for ``LOCAL_STATE_DICT``. (Default: 2025-09-07T06:38:42.4178980Z ``None``) 2025-09-07T06:38:42.4179180Z keep_low_precision_grads (bool): If ``False``, then FSDP upcasts 2025-09-07T06:38:42.4179500Z gradients to full precision after the backward pass in preparation 2025-09-07T06:38:42.4179820Z for the optimizer step. If ``True``, then FSDP keeps the gradients 2025-09-07T06:38:42.4180130Z in the dtype used for gradient reduction, which can save memory if 2025-09-07T06:38:42.4180450Z using a custom optimizer that supports running in low precision. 2025-09-07T06:38:42.4180690Z (Default: ``False``) 2025-09-07T06:38:42.4181010Z cast_forward_inputs (bool): If ``True``, then this FSDP module casts 2025-09-07T06:38:42.4181330Z its forward args and kwargs to ``param_dtype``. This is to ensure 2025-09-07T06:38:42.4181640Z that parameter and input dtypes match for forward computation, as 2025-09-07T06:38:42.4181960Z required by many ops. This may need to be set to ``True`` when only 2025-09-07T06:38:42.4182280Z applying mixed precision to some but not all FSDP modules, in which 2025-09-07T06:38:42.4182620Z case a mixed-precision FSDP submodule needs to recast its inputs. 2025-09-07T06:38:42.4182870Z (Default: ``False``) 2025-09-07T06:38:42.4183110Z cast_root_forward_inputs (bool): If ``True``, then the root FSDP module 2025-09-07T06:38:42.4187990Z casts its forward args and kwargs to ``param_dtype``, overriding 2025-09-07T06:38:42.4188310Z the value of ``cast_forward_inputs``. For non-root FSDP modules, 2025-09-07T06:38:42.4188590Z this does not do anything. (Default: ``True``) 2025-09-07T06:38:42.4188870Z _module_classes_to_ignore: (Sequence[Type[nn.Module]]): This specifies 2025-09-07T06:38:42.4189180Z module classes to ignore for mixed precision when using an 2025-09-07T06:38:42.4189470Z ``auto_wrap_policy``: Modules of these classes will have FSDP 2025-09-07T06:38:42.4189870Z applied to them separately with mixed precision disabled (meaning 2025-09-07T06:38:42.4190190Z that the final FSDP construction would deviate from the specified 2025-09-07T06:38:42.4190490Z policy). If ``auto_wrap_policy`` is not specified, then this does 2025-09-07T06:38:42.4190800Z not do anything. This API is experimental and subject to change. 2025-09-07T06:38:42.4191070Z (Default: ``(_BatchNorm,)``) 2025-09-07T06:38:42.4191190Z 2025-09-07T06:38:42.4191300Z .. note:: This API is experimental and subject to change. 2025-09-07T06:38:42.4191470Z 2025-09-07T06:38:42.4191600Z .. note:: Only floating point tensors are cast to their specified dtypes. 2025-09-07T06:38:42.4191800Z 2025-09-07T06:38:42.4191910Z .. note:: In ``summon_full_params``, parameters are forced to full 2025-09-07T06:38:42.4192150Z precision, but buffers are not. 2025-09-07T06:38:42.4192280Z 2025-09-07T06:38:42.4192400Z .. note:: Layer norm and batch norm accumulate in ``float32`` even when 2025-09-07T06:38:42.4192720Z their inputs are in a low precision like ``float16`` or ``bfloat16``. 2025-09-07T06:38:42.4193060Z Disabling FSDP's mixed precision for those norm modules only means that 2025-09-07T06:38:42.4193390Z the affine parameters are kept in ``float32``. However, this incurs 2025-09-07T06:38:42.4193730Z separate all-gathers and reduce-scatters for those norm modules, which 2025-09-07T06:38:42.4194070Z may be inefficient, so if the workload permits, the user should prefer 2025-09-07T06:38:42.4194360Z to still apply mixed precision to those modules. 2025-09-07T06:38:42.4194520Z 2025-09-07T06:38:42.4194640Z .. note:: By default, if the user passes a model with any ``_BatchNorm`` 2025-09-07T06:38:42.4194960Z modules and specifies an ``auto_wrap_policy``, then the batch norm 2025-09-07T06:38:42.4195290Z modules will have FSDP applied to them separately with mixed precision 2025-09-07T06:38:42.4195630Z disabled. See the ``_module_classes_to_ignore`` argument. 2025-09-07T06:38:42.4195800Z 2025-09-07T06:38:42.4195940Z .. note:: ``MixedPrecision`` has ``cast_root_forward_inputs=True`` and 2025-09-07T06:38:42.4196250Z ``cast_forward_inputs=False`` by default. For the root FSDP instance, 2025-09-07T06:38:42.4196560Z its ``cast_root_forward_inputs`` takes precedence over its 2025-09-07T06:38:42.4196840Z ``cast_forward_inputs``. For non-root FSDP instances, their 2025-09-07T06:38:42.4197140Z ``cast_root_forward_inputs`` values are ignored. The default setting is 2025-09-07T06:38:42.4197470Z sufficient for the typical case where each FSDP instance has the same 2025-09-07T06:38:42.4197800Z ``MixedPrecision`` configuration and only needs to cast inputs to the 2025-09-07T06:38:42.4198210Z ``param_dtype`` at the beginning of the model's forward pass. 2025-09-07T06:38:42.4198390Z 2025-09-07T06:38:42.4198510Z .. note:: For nested FSDP instances with different ``MixedPrecision`` 2025-09-07T06:38:42.4198840Z configurations, we recommend setting individual ``cast_forward_inputs`` 2025-09-07T06:38:42.4199180Z values to configure casting inputs or not before each instance's 2025-09-07T06:38:42.4199490Z forward. In such a case, since the casts happen before each FSDP 2025-09-07T06:38:42.4199800Z instance's forward, a parent FSDP instance should have its non-FSDP 2025-09-07T06:38:42.4200140Z submodules run before its FSDP submodules to avoid the activation dtype 2025-09-07T06:38:42.4200470Z being changed due to a different ``MixedPrecision`` configuration. 2025-09-07T06:38:42.4200670Z 2025-09-07T06:38:42.4200720Z Example:: 2025-09-07T06:38:42.4200790Z 2025-09-07T06:38:42.4200880Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.4201130Z >>> model = nn.Sequential(nn.Linear(3, 3), nn.Linear(3, 3)) 2025-09-07T06:38:42.4201350Z >>> model[1] = FSDP( 2025-09-07T06:38:42.4201500Z >>> model[1], 2025-09-07T06:38:42.4201790Z >>> mixed_precision=MixedPrecision(param_dtype=torch.float16, cast_forward_inputs=True), 2025-09-07T06:38:42.4202140Z >>> ) 2025-09-07T06:38:42.4202260Z >>> model = FSDP( 2025-09-07T06:38:42.4202400Z >>> model, 2025-09-07T06:38:42.4202680Z >>> mixed_precision=MixedPrecision(param_dtype=torch.bfloat16, cast_forward_inputs=True), 2025-09-07T06:38:42.4202970Z >>> ) 2025-09-07T06:38:42.4203050Z 2025-09-07T06:38:42.4203240Z The above shows a working example. On the other hand, if ``model[1]`` 2025-09-07T06:38:42.4203570Z were replaced with ``model[0]``, meaning that the submodule using 2025-09-07T06:38:42.4203880Z different ``MixedPrecision`` ran its forward first, then ``model[1]`` 2025-09-07T06:38:42.4204220Z would incorrectly see ``float16`` activations instead of ``bfloat16`` 2025-09-07T06:38:42.4204460Z ones. 2025-09-07T06:38:42.4204540Z 2025-09-07T06:38:42.4204540Z 2025-09-07T06:38:42.4204690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4691110Z 2025-09-07T06:38:42.4691710Z msg = Cannot scrape callname=FullStateDictConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=295. 2025-09-07T06:38:42.4692410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4692640Z 2025-09-07T06:38:42.4692770Z ``FullStateDictConfig`` is a config class meant to be used with 2025-09-07T06:38:42.4693090Z ``StateDictType.FULL_STATE_DICT``. We recommend enabling both 2025-09-07T06:38:42.4693410Z ``offload_to_cpu=True`` and ``rank0_only=True`` when saving full state 2025-09-07T06:38:42.4693750Z dicts to save GPU memory and CPU memory, respectively. This config class 2025-09-07T06:38:42.4694080Z is meant to be used via the :func:`state_dict_type` context manager as 2025-09-07T06:38:42.4694310Z follows: 2025-09-07T06:38:42.4694390Z 2025-09-07T06:38:42.4694590Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:42.4694900Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:42.4695180Z >>> fsdp = FSDP(model, auto_wrap_policy=...) 2025-09-07T06:38:42.4695450Z >>> cfg = FullStateDictConfig(offload_to_cpu=True, rank0_only=True) 2025-09-07T06:38:42.4695770Z >>> with FSDP.state_dict_type(fsdp, StateDictType.FULL_STATE_DICT, cfg): 2025-09-07T06:38:42.4696040Z >>> state = fsdp.state_dict() 2025-09-07T06:38:42.4696300Z >>> # `state` will be empty on non rank 0 and contain CPU tensors on rank 0. 2025-09-07T06:38:42.4696640Z >>> # To reload checkpoint for inference, finetuning, transfer learning, etc: 2025-09-07T06:38:42.4697100Z >>> model = model_fn() # Initialize model in preparation for wrapping with FSDP 2025-09-07T06:38:42.4697370Z >>> if dist.get_rank() == 0: 2025-09-07T06:38:42.4697590Z >>> # Load checkpoint only on rank 0 to avoid memory redundancy 2025-09-07T06:38:42.4697860Z >>> state_dict = torch.load("my_checkpoint.pt") 2025-09-07T06:38:42.4698090Z >>> model.load_state_dict(state_dict) 2025-09-07T06:38:42.4698370Z >>> # All ranks initialize FSDP module as usual. `sync_module_states` argument 2025-09-07T06:38:42.4698720Z >>> # communicates loaded checkpoint states from rank 0 to rest of the world. 2025-09-07T06:38:42.4698980Z >>> fsdp = FSDP( 2025-09-07T06:38:42.4699120Z ... model, 2025-09-07T06:38:42.4699280Z ... device_id=torch.cuda.current_device(), 2025-09-07T06:38:42.4699480Z ... auto_wrap_policy=..., 2025-09-07T06:38:42.4699660Z ... sync_module_states=True, 2025-09-07T06:38:42.4699820Z ... ) 2025-09-07T06:38:42.4700010Z >>> # After this point, all ranks have FSDP model with loaded checkpoint. 2025-09-07T06:38:42.4700220Z 2025-09-07T06:38:42.4700260Z Attributes: 2025-09-07T06:38:42.4700460Z rank0_only (bool): If ``True``, then only rank 0 saves the full state 2025-09-07T06:38:42.4700770Z dict, and nonzero ranks save an empty dict. If ``False``, then all 2025-09-07T06:38:42.4701130Z ranks save the full state dict. (Default: ``False``) 2025-09-07T06:38:42.4701300Z 2025-09-07T06:38:42.4701450Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4701660Z 2025-09-07T06:38:42.4702160Z msg = Cannot scrape callname=init_from_local_shards in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/__init__.py line=361. 2025-09-07T06:38:42.4702840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4703060Z 2025-09-07T06:38:42.4703210Z Creates an :class:`ShardedTensor` from local shards and the global metadata. 2025-09-07T06:38:42.4703500Z Needs to be called on all ranks in an SPMD fashion. 2025-09-07T06:38:42.4703660Z 2025-09-07T06:38:42.4703700Z Args: 2025-09-07T06:38:42.4703940Z local_shards (List[:class `torch.distributed._shard.sharded_tensor.Shard`]): A list 2025-09-07T06:38:42.4704270Z of shards that represent the local shards on this rank. 2025-09-07T06:38:42.4704580Z global_size (int...): a list, tuple, or `torch.Size` of integers defining the 2025-09-07T06:38:42.4704860Z shape of the overall sharded tensor. 2025-09-07T06:38:42.4705000Z 2025-09-07T06:38:42.4705040Z Keyword args: 2025-09-07T06:38:42.4705280Z process_group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:42.4705580Z the default process group will be used. 2025-09-07T06:38:42.4705830Z init_rrefs (bool, optional): Whether or not to initialize 2025-09-07T06:38:42.4706130Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-09-07T06:38:42.4706440Z Need to initialize the RPC Framework if specified as ``True``. 2025-09-07T06:38:42.4706670Z Default: ``False``. 2025-09-07T06:38:42.4706780Z 2025-09-07T06:38:42.4706820Z Returns: 2025-09-07T06:38:42.4707060Z A :class:`ShardedTensor` object handle on this rank 2025-09-07T06:38:42.4707220Z 2025-09-07T06:38:42.4707220Z 2025-09-07T06:38:42.4707270Z Examples: 2025-09-07T06:38:42.4707490Z Suppose we want construct a sharded tensor on two ranks, global size = (10, 5), 2025-09-07T06:38:42.4707820Z each shard have a (5, 5) local tensor, we can do it like below: 2025-09-07T06:38:42.4708000Z 2025-09-07T06:38:42.4708040Z on rank 0: 2025-09-07T06:38:42.4708190Z >>> # xdoctest: +SKIP("not distributed") 2025-09-07T06:38:42.4708400Z >>> local_shard_metadata = ShardMetadata( 2025-09-07T06:38:42.4708590Z >>> shard_offsets=[0, 0], 2025-09-07T06:38:42.4708760Z >>> shard_lengths=[5, 5], 2025-09-07T06:38:42.4709020Z >>> placement="rank:0/cuda:0" 2025-09-07T06:38:42.4709190Z >>> ) 2025-09-07T06:38:42.4709370Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-09-07T06:38:42.4709680Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-09-07T06:38:42.4709860Z 2025-09-07T06:38:42.4709910Z on rank 1: 2025-09-07T06:38:42.4710050Z >>> # xdoctest: +SKIP("not distributed") 2025-09-07T06:38:42.4710260Z >>> local_shard_metadata = ShardMetadata( 2025-09-07T06:38:42.4710450Z >>> shard_offsets=[5, 0], 2025-09-07T06:38:42.4710620Z >>> shard_lengths=[5, 5], 2025-09-07T06:38:42.4710790Z >>> placement="rank:1/cuda:1" 2025-09-07T06:38:42.4710950Z >>> ) 2025-09-07T06:38:42.4711140Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-09-07T06:38:42.4711490Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-09-07T06:38:42.4711670Z 2025-09-07T06:38:42.4711830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4712040Z 2025-09-07T06:38:42.4712540Z msg = Cannot scrape callname=ShardedTensor._init_from_local_tensor in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=835. 2025-09-07T06:38:42.4713260Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4713480Z 2025-09-07T06:38:42.4713640Z Initialize a ShardedTensor given only one local tensor, global sharded tensor 2025-09-07T06:38:42.4713910Z size and sharding spec on each rank. 2025-09-07T06:38:42.4714040Z 2025-09-07T06:38:42.4714080Z Args: 2025-09-07T06:38:42.4714390Z local_tensor (Tensor): Single tensor of local shard stored in each rank. 2025-09-07T06:38:42.4714750Z sharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): 2025-09-07T06:38:42.4715080Z The specification describing how to shard the Tensor. 2025-09-07T06:38:42.4715350Z global_size (Sequence[int]): Size of the sharded tensor. 2025-09-07T06:38:42.4715670Z process_group (ProcessGroup, optional): The process group to aggregate on. 2025-09-07T06:38:42.4715940Z Default: None 2025-09-07T06:38:42.4716130Z init_rrefs (bool, optional): Whether or not to initialize 2025-09-07T06:38:42.4716440Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-09-07T06:38:42.4716750Z Need to initialize the RPC Framework if specified as ``True``. 2025-09-07T06:38:42.4716980Z Default: ``False``. 2025-09-07T06:38:42.4717080Z 2025-09-07T06:38:42.4717130Z Returns: 2025-09-07T06:38:42.4717340Z A :class:`ShardedTensor` sharded based on the given sharding_spec with local 2025-09-07T06:38:42.4717620Z tensor stored in the current rank. 2025-09-07T06:38:42.4717760Z 2025-09-07T06:38:42.4717800Z Examples: 2025-09-07T06:38:42.4717920Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.4718100Z >>> # All tensors below are of torch.int64 type. 2025-09-07T06:38:42.4718320Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:42.4718550Z >>> tensor = torch.arange(2, dtype=torch.int64) + 1 + 2 * rank 2025-09-07T06:38:42.4718880Z >>> local_tensor = torch.unsqueeze(torch.cat([tensor, tensor + 2])) 2025-09-07T06:38:42.4719120Z >>> local_tensor 2025-09-07T06:38:42.4719260Z tensor([[1, 2, 3, 4]]) # Rank 0 2025-09-07T06:38:42.4719430Z tensor([[3, 4, 5, 6]]) # Rank 1 2025-09-07T06:38:42.4719600Z >>> sharding_dim = 0 2025-09-07T06:38:42.4719770Z >>> sharding_spec = ChunkShardingSpec( 2025-09-07T06:38:42.4719960Z dim=sharding_dim, 2025-09-07T06:38:42.4720110Z placements=[ 2025-09-07T06:38:42.4720270Z "rank:0/cuda:0", 2025-09-07T06:38:42.4720430Z "rank:1/cuda:1", 2025-09-07T06:38:42.4720580Z ], 2025-09-07T06:38:42.4720690Z ) 2025-09-07T06:38:42.4720840Z >>> st = ShardedTensor._init_from_local_tensor( 2025-09-07T06:38:42.4721110Z ... local_tensor, sharding_spec, [2, 4] 2025-09-07T06:38:42.4721290Z ... ) 2025-09-07T06:38:42.4721400Z >>> st 2025-09-07T06:38:42.4721510Z ShardedTensor( 2025-09-07T06:38:42.4721660Z ShardedTensorMetadata( 2025-09-07T06:38:42.4721820Z shards_metadata=[ 2025-09-07T06:38:42.4722090Z ShardMetadata(shard_offsets=[0, 0], shard_sizes=[1, 4], placement=rank:0/cuda:0), 2025-09-07T06:38:42.4722480Z ShardMetadata(shard_offsets=[1, 0], shard_sizes=[1, 4], placement=rank:1/cuda:1), 2025-09-07T06:38:42.4722740Z ], 2025-09-07T06:38:42.4722870Z size=torch.Size([2, 4]) 2025-09-07T06:38:42.4723030Z ) 2025-09-07T06:38:42.4723150Z >>> st.local_tensor() 2025-09-07T06:38:42.4723300Z tensor([1, 2, 3, 4]) # Rank 0 2025-09-07T06:38:42.4723460Z tensor([3, 4, 5, 6]) # Rank 1 2025-09-07T06:38:42.4723570Z 2025-09-07T06:38:42.4723730Z Warning: This API is experimental and subject to change. It lacks of a fully across 2025-09-07T06:38:42.4724110Z rank validations, and we only validate the local shard on the current rank. 2025-09-07T06:38:42.4724450Z We fully rely on the user to ensure local tensor is sharded based on the 2025-09-07T06:38:42.4724690Z sharding spec. 2025-09-07T06:38:42.4724790Z 2025-09-07T06:38:42.4724950Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4725230Z 2025-09-07T06:38:42.4725690Z msg = Cannot scrape callname=ShardedTensor.reshard in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=1076. 2025-09-07T06:38:42.4726380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4726610Z 2025-09-07T06:38:42.4726760Z Reshard a sharded tensor given the ``resharding_spec``. For now, we only support 2025-09-07T06:38:42.4727030Z single local shard. 2025-09-07T06:38:42.4727120Z 2025-09-07T06:38:42.4727250Z If ``resharding_spec`` is same as the original one, this becomes a no-op. 2025-09-07T06:38:42.4727600Z If only ``resharding_spec`` shares the same sharding dim with the original one, 2025-09-07T06:38:42.4727870Z we swap local shards directly. 2025-09-07T06:38:42.4728140Z For more generic cases, we merge different shards across different ranks and split 2025-09-07T06:38:42.4728510Z the local shards based on the ``resharding_spec`` via `all_to_all` collective API. 2025-09-07T06:38:42.4728730Z 2025-09-07T06:38:42.4728780Z Args: 2025-09-07T06:38:42.4729010Z resharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): The 2025-09-07T06:38:42.4729350Z specification describing how the tensor is sharded. 2025-09-07T06:38:42.4729510Z 2025-09-07T06:38:42.4729560Z Returns: 2025-09-07T06:38:42.4729750Z A :class:`ShardedTensor` object whose local shards are resharded. 2025-09-07T06:38:42.4729940Z 2025-09-07T06:38:42.4729980Z Examples: 2025-09-07T06:38:42.4730100Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.4730270Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:42.4730520Z >>> tensor = torch.arange(4, dtype=torch.int64) + 1 + 2 * rank 2025-09-07T06:38:42.4730760Z >>> tensor = torch.stack([tensor, tensor]) 2025-09-07T06:38:42.4731000Z >>> tensor 2025-09-07T06:38:42.4731080Z tensor([[1, 2, 3, 4], [1, 2, 3, 4]]) # Rank 0 2025-09-07T06:38:42.4731150Z tensor([[3, 4, 5, 6], [3, 4, 5, 6]]) # Rank 1 2025-09-07T06:38:42.4731210Z tensor([[5, 6, 7, 8], [5, 6, 7, 8]]) # Rank 2 2025-09-07T06:38:42.4731290Z tensor([[7, 8, 9, 10], [7, 8, 9, 10]]) # Rank 3 2025-09-07T06:38:42.4731340Z >>> sharding_dim = 0 2025-09-07T06:38:42.4731400Z >>> spec = ChunkShardingSpec( 2025-09-07T06:38:42.4731450Z dim=sharding_dim, 2025-09-07T06:38:42.4731500Z placements=[ 2025-09-07T06:38:42.4731560Z "rank:0/cuda:0", 2025-09-07T06:38:42.4731610Z "rank:1/cuda:1", 2025-09-07T06:38:42.4731660Z "rank:2/cuda:2", 2025-09-07T06:38:42.4731760Z "rank:3/cuda:3", 2025-09-07T06:38:42.4731810Z ], 2025-09-07T06:38:42.4731850Z ) 2025-09-07T06:38:42.4731910Z >>> current_offsets = [0] * 2 2025-09-07T06:38:42.4731960Z >>> current_offsets[0] = rank * 2 2025-09-07T06:38:42.4732030Z >>> shard_metadata = ShardMetadata( 2025-09-07T06:38:42.4732120Z shard_offsets=copy.deepcopy(current_offsets), 2025-09-07T06:38:42.4732190Z shard_sizes=tensor.size(), 2025-09-07T06:38:42.4732260Z placement=spec.placements[rank], 2025-09-07T06:38:42.4732300Z ) 2025-09-07T06:38:42.4732350Z >>> local_shards = [ 2025-09-07T06:38:42.4732390Z Shard( 2025-09-07T06:38:42.4732450Z tensor=tensor, 2025-09-07T06:38:42.4732510Z metadata=shard_metadata, 2025-09-07T06:38:42.4732550Z ) 2025-09-07T06:38:42.4732590Z ] 2025-09-07T06:38:42.4732730Z >>> st = ShardedTensor._init_from_local_shards(local_shards, tensor.size()) 2025-09-07T06:38:42.4732780Z >>> sharding_dim = 1 2025-09-07T06:38:42.4732860Z >>> resharding_spec = ChunkShardingSpec( 2025-09-07T06:38:42.4732910Z dim=sharding_dim, 2025-09-07T06:38:42.4732960Z placements=[ 2025-09-07T06:38:42.4733010Z "rank:0/cuda:0", 2025-09-07T06:38:42.4733090Z "rank:1/cuda:1", 2025-09-07T06:38:42.4733140Z "rank:2/cuda:2", 2025-09-07T06:38:42.4733190Z "rank:3/cuda:3", 2025-09-07T06:38:42.4733230Z ], 2025-09-07T06:38:42.4733270Z ) 2025-09-07T06:38:42.4733330Z >>> st.reshard(resharding_spec) 2025-09-07T06:38:42.4733400Z >>> tensor = st.local_shards()[0].tensor 2025-09-07T06:38:42.4733460Z >>> tensor 2025-09-07T06:38:42.4733550Z tensor([[1], [1], [3], [3], [5], [5], [7], [7]]) # Rank 0 2025-09-07T06:38:42.4733640Z tensor([[2], [2], [4], [4], [6], [6], [8], [8]]) # Rank 1 2025-09-07T06:38:42.4733720Z tensor([[3], [3], [5], [5], [7], [7], [9], [9]]) # Rank 2 2025-09-07T06:38:42.4733800Z tensor([[4], [4], [6], [6], [8], [8], [10], [10]]) # Rank 3 2025-09-07T06:38:42.4733810Z 2025-09-07T06:38:42.4733960Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4762960Z 2025-09-07T06:38:42.4763580Z msg = Cannot scrape callname=ShardingPlan in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharding_plan/api.py line=12. 2025-09-07T06:38:42.4763740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4763740Z 2025-09-07T06:38:42.4763920Z Representation of a sharding plan, describes how to shard a module 2025-09-07T06:38:42.4764090Z across hosts. `plan` is used to shard module parameters according to the spec provided, 2025-09-07T06:38:42.4764270Z `output_plan` and `return_local_tensor` are optional, they are used to specify the output 2025-09-07T06:38:42.4764430Z layout of a module with a spec, and when to convert back to data parallel fashion. 2025-09-07T06:38:42.4764430Z 2025-09-07T06:38:42.4764470Z Args: 2025-09-07T06:38:42.4764650Z plan (Dict[str, Union[:class:`torch.distributed._shard.sharding_spec.ShardingSpec`, 2025-09-07T06:38:42.4764830Z :class:`torch.distributed._shard.sharder.Sharder`]): 2025-09-07T06:38:42.4765010Z a dict describes how to shard a module, there're currently two ways to shard a module: 2025-09-07T06:38:42.4765160Z 1. directly shard a module parameter by a `ShardingSpec`, keyed by the name of 2025-09-07T06:38:42.4765240Z a parameter to a `ShardingSpec`. 2025-09-07T06:38:42.4765400Z 2. shard a submodule by applying a `Sharder` on it, keyed by the name of a module 2025-09-07T06:38:42.4765470Z to a `Sharder` object. 2025-09-07T06:38:42.4765670Z output_plan (Dict[str, :class:`torch.distributed._shard.sharding_spec.ShardingSpec`), optional): 2025-09-07T06:38:42.4765830Z a dict specifies the layout of a module's output which produces a ShardedTensor, 2025-09-07T06:38:42.4766060Z keyed by the name of module to ShardingSpec("" in key means the root module). 2025-09-07T06:38:42.4766110Z Default: `None` 2025-09-07T06:38:42.4766270Z return_local_tensor (List[str], optional): a list of string, each element enables 2025-09-07T06:38:42.4766420Z a module's sharded output to be returned as a Tensor from its local shards to 2025-09-07T06:38:42.4766580Z ensure further processing in a data parallel fashion. ("" in list means the 2025-09-07T06:38:42.4766630Z root module). 2025-09-07T06:38:42.4766680Z Default: None 2025-09-07T06:38:42.4766720Z Example: 2025-09-07T06:38:42.4766910Z Suppose we want to shard a module with two linear layers and then run it with DDP, we also 2025-09-07T06:38:42.4767080Z want to convert the output of the second linear layer back to DDP, we can do it as follows: 2025-09-07T06:38:42.4767080Z 2025-09-07T06:38:42.4767200Z >>> # xdoctest: +REQUIRES(module:torch._C._distributed_c10d) 2025-09-07T06:38:42.4767260Z >>> class MyModule(nn.Module): 2025-09-07T06:38:42.4767320Z >>> def __init__(self) -> None: 2025-09-07T06:38:42.4767380Z >>> super().__init__() 2025-09-07T06:38:42.4767440Z >>> self.fc1 = nn.Linear() 2025-09-07T06:38:42.4767550Z >>> self.gelu = nn.GELU() 2025-09-07T06:38:42.4767610Z >>> self.fc2 = nn.Linear() 2025-09-07T06:38:42.4767670Z >>> self.relu = nn.Linear() 2025-09-07T06:38:42.4767710Z >>> 2025-09-07T06:38:42.4767780Z >>> def forward(self, input): 2025-09-07T06:38:42.4767890Z >>> return self.relu(self.fc2(self.gelu(self.fc1(input)))) 2025-09-07T06:38:42.4767910Z 2025-09-07T06:38:42.4767920Z 2025-09-07T06:38:42.4768000Z >>> # xdoctest: +SKIP("Undefined spec1, spec2) 2025-09-07T06:38:42.4768060Z >>> sharding_plan = ShardingPlan( 2025-09-07T06:38:42.4768110Z >>> plan={ 2025-09-07T06:38:42.4768170Z >>> "fc1.weight": spec1, 2025-09-07T06:38:42.4768220Z >>> "fc2.weight": spec2 2025-09-07T06:38:42.4768270Z >>> }, 2025-09-07T06:38:42.4768320Z >>> output_plan={ 2025-09-07T06:38:42.4768380Z >>> "fc2": output_spec 2025-09-07T06:38:42.4768420Z >>> }, 2025-09-07T06:38:42.4768490Z >>> return_local_tensor=["fc2"] 2025-09-07T06:38:42.4768530Z >>> ) 2025-09-07T06:38:42.4768530Z 2025-09-07T06:38:42.4768690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4768690Z 2025-09-07T06:38:42.4769180Z msg = Cannot scrape callname=register_sharding in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_register_sharding.py line=25. 2025-09-07T06:38:42.4769340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4769340Z 2025-09-07T06:38:42.4769510Z :meth:`register_sharding` is an experimental API that allows users to register sharding 2025-09-07T06:38:42.4769650Z strategies for an operator when the tensor inputs and outputs are DTensor. 2025-09-07T06:38:42.4769800Z It can be useful when: (1) there doesn't exist a default sharding strategy for ``op``, 2025-09-07T06:38:42.4774250Z e.g. when ``op`` is a custom operator that is not supported by :class:`DTensor`; (2) 2025-09-07T06:38:42.4774430Z when users would like to overwrite default sharding strategies of existing operators. 2025-09-07T06:38:42.4774430Z 2025-09-07T06:38:42.4774480Z Args: 2025-09-07T06:38:42.4774550Z op (Union[OpOverload, List[OpOverload]]): 2025-09-07T06:38:42.4774670Z An op or a list of ops to register the customized sharding function. 2025-09-07T06:38:42.4774680Z 2025-09-07T06:38:42.4774720Z Returns: 2025-09-07T06:38:42.4774880Z A function decorator which can be used to wrap a function that defines the sharding 2025-09-07T06:38:42.4775040Z strategy for the operator specified in ``op``. The defined sharding strategy will be 2025-09-07T06:38:42.4775310Z registered to DTensor and will override the default sharding strategy if DTensor has 2025-09-07T06:38:42.4775490Z already implemented the operator. The customized sharding function takes the same inputs 2025-09-07T06:38:42.4775640Z as the original op (except that if an arg is a :class:`torch.Tensor`, it will be 2025-09-07T06:38:42.4775800Z replaced by a tensor-like object that DTensor uses internally). The function should 2025-09-07T06:38:42.4775970Z return a sequence of 2-tuples, each specifying acceptable output placements and its 2025-09-07T06:38:42.4776040Z corresponding input placements. 2025-09-07T06:38:42.4776040Z 2025-09-07T06:38:42.4776080Z Example: 2025-09-07T06:38:42.4776150Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.4776230Z >>> @register_sharding(aten._softmax.default) 2025-09-07T06:38:42.4776320Z >>> def custom_softmax_sharding(x, dim, half_to_float): 2025-09-07T06:38:42.4776420Z >>> softmax_dim = dim if dim >= 0 else dim + x.ndim 2025-09-07T06:38:42.4776480Z >>> acceptable_shardings = [] 2025-09-07T06:38:42.4776520Z >>> 2025-09-07T06:38:42.4776630Z >>> all_replicate = ([Replicate()], [Replicate(), None, None]) 2025-09-07T06:38:42.4776720Z >>> acceptable_shardings.append(all_replicate) 2025-09-07T06:38:42.4776780Z >>> 2025-09-07T06:38:42.4776850Z >>> for sharding_dim in range(x.ndim): 2025-09-07T06:38:42.4776920Z >>> if sharding_dim != softmax_dim: 2025-09-07T06:38:42.4776970Z >>> all_sharded = ( 2025-09-07T06:38:42.4777040Z >>> [Shard(sharding_dim)], 2025-09-07T06:38:42.4777110Z >>> [Shard(sharding_dim), None, None], 2025-09-07T06:38:42.4777210Z >>> ) 2025-09-07T06:38:42.4777310Z >>> acceptable_shardings.append(all_sharded) 2025-09-07T06:38:42.4777350Z >>> 2025-09-07T06:38:42.4777410Z >>> return acceptable_shardings 2025-09-07T06:38:42.4777420Z 2025-09-07T06:38:42.4777540Z .. note:: This API is currently experimental and subject to change 2025-09-07T06:38:42.4777550Z 2025-09-07T06:38:42.4777700Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.4777700Z 2025-09-07T06:38:42.4778140Z msg = Cannot scrape callname=local_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_func_map.py line=35. 2025-09-07T06:38:42.4778300Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.4778300Z 2025-09-07T06:38:42.4778460Z :meth:`local_map` is an experimental API that allows users to pass :class:`DTensor` s 2025-09-07T06:38:42.4778630Z to a function that is written to be applied on ``torch.Tensor`` s. It is done by extracting 2025-09-07T06:38:42.4778790Z the local components of :class:`DTensor`, call the function, and wrap the outputs to 2025-09-07T06:38:42.4778890Z :class:`DTensor` according to the ``out_placements``. 2025-09-07T06:38:42.4778900Z 2025-09-07T06:38:42.4778940Z Args: 2025-09-07T06:38:42.4779060Z func (Callable): the function to be applied on each local shard of 2025-09-07T06:38:42.4779110Z :class:`DTensor` s. 2025-09-07T06:38:42.4779280Z out_placements (Union[`PlacementType`, Tuple[`PlacementType`, ...]]): 2025-09-07T06:38:42.4779440Z the desired placements of the :class:`DTensor` s in ``func``'s flattened output. 2025-09-07T06:38:42.4779590Z If the flattened ``output`` is a single value, the ``out_placements`` should be 2025-09-07T06:38:42.4779730Z of type `PlacementType`. Otherwise if the flattened ``output`` has multiple 2025-09-07T06:38:42.4779880Z values, the ``out_placements`` should be a tuple of `PlacementType` values 1:1 2025-09-07T06:38:42.4779960Z mapping to the flattened ``output``. 2025-09-07T06:38:42.4780080Z Besides, for :class:`Tensor` output, we use `PlacementType` as its 2025-09-07T06:38:42.4780310Z placements (a `Tuple[Placement]` value). For non-Tensor output, the `PlacementType` 2025-09-07T06:38:42.4780360Z should be `None`. 2025-09-07T06:38:42.4780510Z Note that the only exception is when no :class:`DTensor` argument is passed 2025-09-07T06:38:42.4780640Z in. In this case, even if `out_placements` is not `None`, the result function 2025-09-07T06:38:42.4780790Z should ignore the desired placements because the function is not running with 2025-09-07T06:38:42.4780850Z :class:`DTensor` s. 2025-09-07T06:38:42.4780950Z in_placements (Tuple[`PlacementType`, ...], optional): 2025-09-07T06:38:42.4781120Z the required placements of the :class:`DTensor` s in the flattened inputs of ``func``. 2025-09-07T06:38:42.4781260Z If ``in_placements`` is specified, :meth:`local_map` would examine whether the 2025-09-07T06:38:42.4781400Z placements of each :class:`DTensor` argument is the same as the required 2025-09-07T06:38:42.4781510Z placements or not. If the placements are not the same and 2025-09-07T06:38:42.4781660Z ``redistribute_inputs`` is ``False``, an exception will be raised. Otherwise if 2025-09-07T06:38:42.4781810Z ``redistribute_inputs`` is ``True``, the argument will be first redistributed to 2025-09-07T06:38:42.4781960Z the required sharding placements before passing its local tensor to ``func``. 2025-09-07T06:38:42.4782130Z The only exception is when required placements are not ``None`` and the 2025-09-07T06:38:42.4782270Z argument is a :class:`torch.Tensor`. In this case, the placements examination 2025-09-07T06:38:42.4782410Z will be skipped and the argument will be directly passed to ``func``. 2025-09-07T06:38:42.4782560Z If ``in_placements`` is ``None``, no placements examination will be performed. 2025-09-07T06:38:42.4782610Z Default: None 2025-09-07T06:38:42.4782720Z in_grad_placements (Tuple[`PlacementType`, ...], optional): 2025-09-07T06:38:42.4782850Z the placements hint of the :class:`DTensor` s gradient corresponds 2025-09-07T06:38:42.4782980Z to the flattened input DTensor. This argument is the hint that user 2025-09-07T06:38:42.4783140Z can give to :meth:`to_local` in case the gradient layout of the 2025-09-07T06:38:42.4783280Z local tensor input does not match its :class:`DTensor` input layout. 2025-09-07T06:38:42.4783400Z If not specified, we will assume the gradient layout of the local 2025-09-07T06:38:42.4783530Z tensor input remains the same as the original :class:`DTensor` input 2025-09-07T06:38:42.4783630Z and use that for gradient computation. Default: None. 2025-09-07T06:38:42.4783720Z device_mesh (:class:`DeviceMesh`, optional): 2025-09-07T06:38:42.4783850Z the device mesh that the output :class:`DTensor` s are placed on. If not 2025-09-07T06:38:42.4784000Z specified, this will be inferred from the first input :class:`DTensor`'s device 2025-09-07T06:38:42.4784060Z mesh. Default: None. 2025-09-07T06:38:42.4784060Z 2025-09-07T06:38:42.4784110Z Keyword Args: 2025-09-07T06:38:42.4784170Z redistribute_inputs (bool, optional): 2025-09-07T06:38:42.4784360Z the bool value indicating whether to reshard the input :class:`DTensor` s when 2025-09-07T06:38:42.4784510Z their placements are different from the required input placements. If this 2025-09-07T06:38:42.4784650Z value is ``False`` and some :class:`DTensor` input has a different placement, 2025-09-07T06:38:42.4784730Z an exception will be raised. Default: False. 2025-09-07T06:38:42.4784740Z 2025-09-07T06:38:42.4784780Z Returns: 2025-09-07T06:38:42.4784940Z A ``Callable`` that applies ``func`` to each local shard of the input :class:`DTensor` 2025-09-07T06:38:42.4785080Z and returns a :class:`DTensor` constructed from the return value of ``func``. 2025-09-07T06:38:42.4785090Z 2025-09-07T06:38:42.4785130Z Raises: 2025-09-07T06:38:42.4785280Z AssertionError: For any non-DTensor output, we require its corresponding 2025-09-07T06:38:42.4785490Z output placement in ``out_placements`` be None. An AssertionError will be raised 2025-09-07T06:38:42.4785550Z if this is not the case. 2025-09-07T06:38:42.4785550Z 2025-09-07T06:38:42.4785710Z ValueError: If ``redistribute_inputs=False`` but the input :class:`DTensor` needs 2025-09-07T06:38:42.4785810Z a redistribution according to ``in_placements``. 2025-09-07T06:38:42.4785810Z 2025-09-07T06:38:42.4785850Z Example: 2025-09-07T06:38:42.4785920Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.4786000Z >>> def mm_allreduce_forward(device_mesh, W, X): 2025-09-07T06:38:42.4786070Z >>> partial_sum_tensor = torch.mm(W, X) 2025-09-07T06:38:42.4786220Z >>> reduced_tensor = funcol.all_reduce(partial_sum_tensor, "sum", device_mesh) 2025-09-07T06:38:42.4786280Z >>> return reduced_tensor 2025-09-07T06:38:42.4786320Z >>> 2025-09-07T06:38:42.4786400Z >>> W = torch.randn(12, 8, requires_grad=False) 2025-09-07T06:38:42.4786470Z >>> X = torch.randn(8, 16, requires_grad=False) 2025-09-07T06:38:42.4786520Z >>> Y = torch.mm(W, X) 2025-09-07T06:38:42.4786640Z >>> row_wise = [Shard(0)] # row-wise sharding placements on 1-d mesh 2025-09-07T06:38:42.4786750Z >>> col_wise = [Shard(1)] # col-wise sharding placements on 1-d mesh 2025-09-07T06:38:42.4786850Z >>> 2025-09-07T06:38:42.4787010Z >>> # local_mm_allreduce_forward is the function wrapped with DTensor/Tensor conversion 2025-09-07T06:38:42.4787080Z >>> local_mm_allreduce_forward = local_map( 2025-09-07T06:38:42.4787140Z >>> mm_allreduce_forward, 2025-09-07T06:38:42.4787200Z >>> out_placements=[Replicate()], 2025-09-07T06:38:42.4787290Z >>> in_placements=[col_wise, row_wise], 2025-09-07T06:38:42.4787350Z >>> device_mesh=device_mesh, 2025-09-07T06:38:42.4787400Z >>> ) 2025-09-07T06:38:42.4787440Z >>> 2025-09-07T06:38:42.4787490Z >>> W_dt = distribute_tensor( 2025-09-07T06:38:42.4787550Z ... W, device_mesh, (col_wise) 2025-09-07T06:38:42.4787620Z ... ) # col-wisely sharded W tensor 2025-09-07T06:38:42.4787670Z >>> X_dt = distribute_tensor( 2025-09-07T06:38:42.4787730Z ... X, device_mesh, (row_wise) 2025-09-07T06:38:42.4787790Z ... ) # row-wisely sharded X tensor 2025-09-07T06:38:42.4787860Z >>> Y_dt = local_mm_allreduce_forward( 2025-09-07T06:38:42.4787910Z ... device_mesh, W_dt, X_dt 2025-09-07T06:38:42.4788000Z ... ) # apply local_mm_allreduce_forward to DTensors 2025-09-07T06:38:42.4788000Z 2025-09-07T06:38:42.4788130Z .. note:: This API is currently experimental and subject to change 2025-09-07T06:38:42.4788130Z 2025-09-07T06:38:42.4788280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.5122170Z 2025-09-07T06:38:42.5122890Z msg = Cannot scrape callname=PrepareModuleInput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=428. 2025-09-07T06:38:42.5123070Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.5123070Z 2025-09-07T06:38:42.5123490Z Configure the nn.Module's inputs to convert the input tensors of the nn.Module to DTensors at runtime according to 2025-09-07T06:38:42.5123700Z ``input_layouts``, and perform layout redistribution according to the ``desired_input_layouts``. 2025-09-07T06:38:42.5123700Z 2025-09-07T06:38:42.5123780Z Keyword Args: 2025-09-07T06:38:42.5123910Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:42.5124120Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-09-07T06:38:42.5124340Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-09-07T06:38:42.5124420Z as a placeholder. default: None. 2025-09-07T06:38:42.5124680Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:42.5124920Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:42.5125160Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-09-07T06:38:42.5125240Z input_kwarg_layouts (Dict[str, Placement]): 2025-09-07T06:38:42.5125480Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-09-07T06:38:42.5125530Z default: None 2025-09-07T06:38:42.5125630Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-09-07T06:38:42.5125860Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:42.5125950Z have the desired DTensor layouts. default: None. 2025-09-07T06:38:42.5126020Z use_local_output (bool, optional): 2025-09-07T06:38:42.5126240Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-09-07T06:38:42.5126280Z Returns: 2025-09-07T06:38:42.5126480Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs. 2025-09-07T06:38:42.5126580Z 2025-09-07T06:38:42.5126630Z Example:: 2025-09-07T06:38:42.5126700Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:42.5126880Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInput 2025-09-07T06:38:42.5127000Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-09-07T06:38:42.5127050Z >>> ... 2025-09-07T06:38:42.5127270Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-09-07T06:38:42.5127350Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-09-07T06:38:42.5127400Z >>> 2025-09-07T06:38:42.5127600Z >>> # According to the style specified below, the first input of attn will be annotated to Sharded DTensor 2025-09-07T06:38:42.5127700Z >>> # and then redistributed to Replicated DTensor. 2025-09-07T06:38:42.5127760Z >>> parallelize_module( 2025-09-07T06:38:42.5127840Z >>> block, # this can be a submodule or module 2025-09-07T06:38:42.5127890Z >>> tp_mesh, 2025-09-07T06:38:42.5127950Z >>> parallelize_plan={ 2025-09-07T06:38:42.5128020Z >>> "attn": PrepareModuleInput( 2025-09-07T06:38:42.5128110Z >>> input_layouts=(Shard(0), None, None, ...), 2025-09-07T06:38:42.5128220Z >>> desired_input_layouts=(Replicate(), None, None, ...) 2025-09-07T06:38:42.5128260Z >>> ), 2025-09-07T06:38:42.5128310Z >>> } 2025-09-07T06:38:42.5128350Z >>> ) 2025-09-07T06:38:42.5128350Z 2025-09-07T06:38:42.5128500Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.5128510Z 2025-09-07T06:38:42.5128960Z msg = Cannot scrape callname=PrepareModuleOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=597. 2025-09-07T06:38:42.5129190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.5129190Z 2025-09-07T06:38:42.5129430Z Configure the nn.Module's outputs to convert the output tensors of the nn.Module to DTensors at runtime according to 2025-09-07T06:38:42.5129630Z ``output_layouts``, and perform layout redistribution according to the ``desired_output_layouts``. 2025-09-07T06:38:42.5129630Z 2025-09-07T06:38:42.5129670Z Keyword Args: 2025-09-07T06:38:42.5129780Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:42.5129980Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-09-07T06:38:42.5130210Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-09-07T06:38:42.5130410Z ``None`` need to be specified as a placeholder. 2025-09-07T06:38:42.5130530Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:42.5130760Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-09-07T06:38:42.5130830Z have the desired DTensor layouts. 2025-09-07T06:38:42.5130890Z use_local_output (bool, optional): 2025-09-07T06:38:42.5131110Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-09-07T06:38:42.5131160Z Returns: 2025-09-07T06:38:42.5131330Z A ParallelStyle object that prepares the sharding layouts of the nn.Module's outputs. 2025-09-07T06:38:42.5131340Z 2025-09-07T06:38:42.5131380Z Example:: 2025-09-07T06:38:42.5131440Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:42.5131630Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleOutput 2025-09-07T06:38:42.5131750Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-09-07T06:38:42.5131800Z >>> ... 2025-09-07T06:38:42.5131980Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-09-07T06:38:42.5132060Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-09-07T06:38:42.5132120Z >>> 2025-09-07T06:38:42.5132360Z >>> # According to the style specified below, the output of the TransformerBlock will be converted to Replicated DTensor 2025-09-07T06:38:42.5132450Z >>> # and then redistributed to Sharded DTensor. 2025-09-07T06:38:42.5132510Z >>> parallelize_module( 2025-09-07T06:38:42.5132630Z >>> block, # this can be a submodule or module 2025-09-07T06:38:42.5132680Z >>> tp_mesh, 2025-09-07T06:38:42.5132760Z >>> parallelize_plan = PrepareModuleOutput( 2025-09-07T06:38:42.5132830Z >>> output_layouts=Replicate(), 2025-09-07T06:38:42.5132900Z >>> desired_output_layouts=Shard(0) 2025-09-07T06:38:42.5132950Z >>> ) 2025-09-07T06:38:42.5132990Z >>> ) 2025-09-07T06:38:42.5132990Z 2025-09-07T06:38:42.5133150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.5133150Z 2025-09-07T06:38:42.5133620Z msg = Cannot scrape callname=PrepareModuleInputOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=705. 2025-09-07T06:38:42.5133780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.5133780Z 2025-09-07T06:38:42.5134030Z Configure the nn.Module's inputs (and outputs) to convert the input tensors (and output tensors, respectively) of the nn.Module 2025-09-07T06:38:42.5134280Z to DTensors at runtime according to ``input_layouts`` (and output_layouts, respectively), and perform layout redistribution 2025-09-07T06:38:42.5134510Z according to the ``desired_input_layouts`` (and ``desired_output_layouts``, respectively). This is a combination of 2025-09-07T06:38:42.5134640Z :class:`PrepareModuleInput` and :class:`PrepareModuleOutput`. 2025-09-07T06:38:42.5134640Z 2025-09-07T06:38:42.5134720Z Keyword Args: 2025-09-07T06:38:42.5134850Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:42.5135050Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-09-07T06:38:42.5135270Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-09-07T06:38:42.5135340Z as a placeholder. default: None. 2025-09-07T06:38:42.5135480Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:42.5135700Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:42.5135930Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-09-07T06:38:42.5136070Z input_kwarg_layouts (Dict[str, Placement]): 2025-09-07T06:38:42.5136300Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-09-07T06:38:42.5136350Z default: None 2025-09-07T06:38:42.5136440Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-09-07T06:38:42.5136660Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:42.5136750Z have the desired DTensor layouts. default: None. 2025-09-07T06:38:42.5136810Z use_local_input (bool, optional): 2025-09-07T06:38:42.5137030Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-09-07T06:38:42.5137130Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:42.5137330Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-09-07T06:38:42.5137570Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-09-07T06:38:42.5137650Z ``None`` need to be specified as a placeholder. 2025-09-07T06:38:42.5137810Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:42.5138030Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-09-07T06:38:42.5138100Z have the desired DTensor layouts. 2025-09-07T06:38:42.5138170Z use_local_output (bool, optional): 2025-09-07T06:38:42.5138410Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-09-07T06:38:42.5138450Z Returns: 2025-09-07T06:38:42.5138670Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs and outputs. 2025-09-07T06:38:42.5138680Z 2025-09-07T06:38:42.5138720Z Example:: 2025-09-07T06:38:42.5138780Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:42.5138980Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInputOutput 2025-09-07T06:38:42.5139110Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-09-07T06:38:42.5139150Z >>> ... 2025-09-07T06:38:42.5139340Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-09-07T06:38:42.5139420Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-09-07T06:38:42.5139460Z >>> 2025-09-07T06:38:42.5139660Z >>> # According to the style specified below, the first input of attn will be annotated as Sharded DTensor 2025-09-07T06:38:42.5139870Z >>> # and then redistributed to Replicated DTensor, and the output of the TransformerBlock will be annotated 2025-09-07T06:38:42.5140000Z >>> # as Replicated DTensor and then redistributed to Sharded DTensor. 2025-09-07T06:38:42.5140060Z >>> parallelize_module( 2025-09-07T06:38:42.5140140Z >>> block, # this can be a submodule or module 2025-09-07T06:38:42.5140180Z >>> tp_mesh, 2025-09-07T06:38:42.5140270Z >>> parallelize_plan={ 2025-09-07T06:38:42.5140360Z >>> "attn": PrepareModuleInputOutput( 2025-09-07T06:38:42.5140450Z >>> input_layouts=(Shard(0), None, None, ...), 2025-09-07T06:38:42.5140550Z >>> desired_input_layouts=(Replicate(), None, None, ...), 2025-09-07T06:38:42.5140630Z >>> output_layouts=Replicate(), 2025-09-07T06:38:42.5140700Z >>> desired_output_layouts=Shard(0), 2025-09-07T06:38:42.5140740Z >>> ), 2025-09-07T06:38:42.5140780Z >>> } 2025-09-07T06:38:42.5140830Z >>> ) 2025-09-07T06:38:42.5140830Z 2025-09-07T06:38:42.5140980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.6985310Z 2025-09-07T06:38:42.6986010Z msg = Cannot scrape callname=async_execution in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/rpc/functions.py line=6. 2025-09-07T06:38:42.6986220Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.6986230Z 2025-09-07T06:38:42.6986390Z A decorator for a function indicating that the return value of the function 2025-09-07T06:38:42.6986530Z is guaranteed to be a :class:`~torch.futures.Future` object and this 2025-09-07T06:38:42.6986680Z function can run asynchronously on the RPC callee. More specifically, the 2025-09-07T06:38:42.6986830Z callee extracts the :class:`~torch.futures.Future` returned by the wrapped 2025-09-07T06:38:42.6986980Z function and installs subsequent processing steps as a callback to that 2025-09-07T06:38:42.6987130Z :class:`~torch.futures.Future`. The installed callback will read the value 2025-09-07T06:38:42.6987260Z from the :class:`~torch.futures.Future` when completed and send the 2025-09-07T06:38:42.6987380Z value back as the RPC response. That also means the returned 2025-09-07T06:38:42.6987520Z :class:`~torch.futures.Future` only exists on the callee side and is never 2025-09-07T06:38:42.6987670Z sent through RPC. This decorator is useful when the wrapped function's 2025-09-07T06:38:42.6988020Z (``fn``) execution needs to pause and resume due to, e.g., containing 2025-09-07T06:38:42.6988160Z :meth:`~torch.distributed.rpc.rpc_async` or waiting for other signals. 2025-09-07T06:38:42.6988160Z 2025-09-07T06:38:42.6988310Z .. note:: To enable asynchronous execution, applications must pass the 2025-09-07T06:38:42.6988510Z function object returned by this decorator to RPC APIs. If RPC detected 2025-09-07T06:38:42.6988660Z attributes installed by this decorator, it knows that this function 2025-09-07T06:38:42.6988770Z returns a ``Future`` object and will handle that accordingly. 2025-09-07T06:38:42.6988910Z However, this does not mean this decorator has to be outmost one when 2025-09-07T06:38:42.6989050Z defining a function. For example, when combined with ``@staticmethod`` 2025-09-07T06:38:42.6989190Z or ``@classmethod``, ``@rpc.functions.async_execution`` needs to be the 2025-09-07T06:38:42.6989330Z inner decorator to allow the target function be recognized as a static 2025-09-07T06:38:42.6989480Z or class function. This target function can still execute asynchronously 2025-09-07T06:38:42.6989610Z because, when accessed, the static or class method preserves attributes 2025-09-07T06:38:42.6989710Z installed by ``@rpc.functions.async_execution``. 2025-09-07T06:38:42.6989710Z 2025-09-07T06:38:42.6989720Z 2025-09-07T06:38:42.6989760Z Example:: 2025-09-07T06:38:42.6989890Z The returned :class:`~torch.futures.Future` object can come from 2025-09-07T06:38:42.6989970Z :meth:`~torch.distributed.rpc.rpc_async`, 2025-09-07T06:38:42.6990110Z :meth:`~torch.futures.Future.then`, or :class:`~torch.futures.Future` 2025-09-07T06:38:42.6990220Z constructor. The example below shows directly using the 2025-09-07T06:38:42.6990290Z :class:`~torch.futures.Future` returned by 2025-09-07T06:38:42.6990370Z :meth:`~torch.futures.Future.then`. 2025-09-07T06:38:42.6990490Z 2025-09-07T06:38:42.6990560Z >>> from torch.distributed import rpc 2025-09-07T06:38:42.6990610Z >>> 2025-09-07T06:38:42.6990670Z >>> # omitting setup and shutdown RPC 2025-09-07T06:38:42.6990720Z >>> 2025-09-07T06:38:42.6990770Z >>> # On all workers 2025-09-07T06:38:42.6990840Z >>> @rpc.functions.async_execution 2025-09-07T06:38:42.6990900Z >>> def async_add_chained(to, x, y, z): 2025-09-07T06:38:42.6991030Z >>> # This function runs on "worker1" and returns immediately when 2025-09-07T06:38:42.6991140Z >>> # the callback is installed through the `then(cb)` API. In the 2025-09-07T06:38:42.6991260Z >>> # mean time, the `rpc_async` to "worker2" can run concurrently. 2025-09-07T06:38:42.6991490Z >>> # When the return value of that `rpc_async` arrives at 2025-09-07T06:38:42.6991600Z >>> # "worker1", "worker1" will run the lambda function accordingly 2025-09-07T06:38:42.6991720Z >>> # and set the value for the previously returned `Future`, which 2025-09-07T06:38:42.6991830Z >>> # will then trigger RPC to send the result back to "worker0". 2025-09-07T06:38:42.6991930Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:42.6992000Z >>> lambda fut: fut.wait() + z 2025-09-07T06:38:42.6992040Z >>> ) 2025-09-07T06:38:42.6992090Z >>> 2025-09-07T06:38:42.6992130Z >>> # On worker0 2025-09-07T06:38:42.6992180Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.6992240Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:42.6992290Z >>> "worker1", 2025-09-07T06:38:42.6992350Z >>> async_add_chained, 2025-09-07T06:38:42.6992420Z >>> args=("worker2", torch.ones(2), 1, 1) 2025-09-07T06:38:42.6992470Z >>> ) 2025-09-07T06:38:42.6992530Z >>> print(ret) # prints tensor([3., 3.]) 2025-09-07T06:38:42.6992540Z 2025-09-07T06:38:42.6992670Z When combined with TorchScript decorators, this decorator must be the 2025-09-07T06:38:42.6992720Z outmost one. 2025-09-07T06:38:42.6992720Z 2025-09-07T06:38:42.6992780Z >>> from torch import Tensor 2025-09-07T06:38:42.6992870Z >>> from torch.futures import Future 2025-09-07T06:38:42.6992950Z >>> from torch.distributed import rpc 2025-09-07T06:38:42.6992990Z >>> 2025-09-07T06:38:42.6993050Z >>> # omitting setup and shutdown RPC 2025-09-07T06:38:42.6993090Z >>> 2025-09-07T06:38:42.6993140Z >>> # On all workers 2025-09-07T06:38:42.6993190Z >>> @torch.jit.script 2025-09-07T06:38:42.6993300Z >>> def script_add(x: Tensor, y: Tensor) -> Tensor: 2025-09-07T06:38:42.6993360Z >>> return x + y 2025-09-07T06:38:42.6993400Z >>> 2025-09-07T06:38:42.6993460Z >>> @rpc.functions.async_execution 2025-09-07T06:38:42.6993520Z >>> @torch.jit.script 2025-09-07T06:38:42.6993630Z >>> def async_add(to: str, x: Tensor, y: Tensor) -> Future[Tensor]: 2025-09-07T06:38:42.6993720Z >>> return rpc.rpc_async(to, script_add, (x, y)) 2025-09-07T06:38:42.6993760Z >>> 2025-09-07T06:38:42.6993810Z >>> # On worker0 2025-09-07T06:38:42.6993860Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:42.6993910Z >>> "worker1", 2025-09-07T06:38:42.6993960Z >>> async_add, 2025-09-07T06:38:42.6994030Z >>> args=("worker2", torch.ones(2), 1) 2025-09-07T06:38:42.6994080Z >>> ) 2025-09-07T06:38:42.6994150Z >>> print(ret) # prints tensor([2., 2.]) 2025-09-07T06:38:42.6994160Z 2025-09-07T06:38:42.6994290Z When combined with static or class method, this decorator must be the 2025-09-07T06:38:42.6994330Z inner one. 2025-09-07T06:38:42.6994330Z 2025-09-07T06:38:42.6994400Z >>> from torch.distributed import rpc 2025-09-07T06:38:42.6994440Z >>> 2025-09-07T06:38:42.6994510Z >>> # omitting setup and shutdown RPC 2025-09-07T06:38:42.6994550Z >>> 2025-09-07T06:38:42.6994600Z >>> # On all workers 2025-09-07T06:38:42.6994660Z >>> class AsyncExecutionClass: 2025-09-07T06:38:42.6994700Z >>> 2025-09-07T06:38:42.6994750Z >>> @staticmethod 2025-09-07T06:38:42.6994910Z >>> @rpc.functions.async_execution 2025-09-07T06:38:42.6994980Z >>> def static_async_add(to, x, y, z): 2025-09-07T06:38:42.6995090Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:42.6995160Z >>> lambda fut: fut.wait() + z 2025-09-07T06:38:42.6995200Z >>> ) 2025-09-07T06:38:42.6995240Z >>> 2025-09-07T06:38:42.6995290Z >>> @classmethod 2025-09-07T06:38:42.6995350Z >>> @rpc.functions.async_execution 2025-09-07T06:38:42.6995430Z >>> def class_async_add(cls, to, x, y, z): 2025-09-07T06:38:42.6995500Z >>> ret_fut = torch.futures.Future() 2025-09-07T06:38:42.6995590Z >>> rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:42.6995770Z >>> lambda fut: ret_fut.set_result(fut.wait() + z) 2025-09-07T06:38:42.6995810Z >>> ) 2025-09-07T06:38:42.6995860Z >>> return ret_fut 2025-09-07T06:38:42.6995900Z >>> 2025-09-07T06:38:42.6995970Z >>> @rpc.functions.async_execution 2025-09-07T06:38:42.6996050Z >>> def bound_async_add(self, to, x, y, z): 2025-09-07T06:38:42.6996160Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:42.6996220Z >>> lambda fut: fut.wait() + z 2025-09-07T06:38:42.6996270Z >>> ) 2025-09-07T06:38:42.6996310Z >>> 2025-09-07T06:38:42.6996360Z >>> # On worker0 2025-09-07T06:38:42.6996410Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:42.6996460Z >>> "worker1", 2025-09-07T06:38:42.6996540Z >>> AsyncExecutionClass.static_async_add, 2025-09-07T06:38:42.6996610Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-09-07T06:38:42.6996650Z >>> ) 2025-09-07T06:38:42.6996710Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:42.6996760Z >>> 2025-09-07T06:38:42.6996810Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:42.6996850Z >>> "worker1", 2025-09-07T06:38:42.6996930Z >>> AsyncExecutionClass.class_async_add, 2025-09-07T06:38:42.6997000Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-09-07T06:38:42.6997060Z >>> ) 2025-09-07T06:38:42.6997130Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:42.6997130Z 2025-09-07T06:38:42.6997230Z This decorator also works with RRef helpers, i.e., . 2025-09-07T06:38:42.6997310Z :meth:`torch.distributed.rpc.RRef.rpc_sync`, 2025-09-07T06:38:42.6997460Z :meth:`torch.distributed.rpc.RRef.rpc_async`, and 2025-09-07T06:38:42.6997560Z :meth:`torch.distributed.rpc.RRef.remote`. 2025-09-07T06:38:42.6997560Z 2025-09-07T06:38:42.6997630Z >>> from torch.distributed import rpc 2025-09-07T06:38:42.6997670Z >>> 2025-09-07T06:38:42.6997750Z >>> # reuse the AsyncExecutionClass class above 2025-09-07T06:38:42.6997840Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-09-07T06:38:42.6997970Z >>> ret = rref.rpc_sync().static_async_add("worker2", torch.ones(2), 1, 2) 2025-09-07T06:38:42.6998040Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:42.6998090Z >>> 2025-09-07T06:38:42.6998180Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-09-07T06:38:42.6998330Z >>> ret = rref.rpc_async().static_async_add("worker2", torch.ones(2), 1, 2).wait() 2025-09-07T06:38:42.6998390Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:42.6998440Z >>> 2025-09-07T06:38:42.6998530Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-09-07T06:38:42.6998670Z >>> ret = rref.remote().static_async_add("worker2", torch.ones(2), 1, 2).to_here() 2025-09-07T06:38:42.6998740Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:42.6998740Z 2025-09-07T06:38:42.6998900Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.6998900Z 2025-09-07T06:38:42.6999420Z msg = Cannot scrape callname=TensorPipeRpcBackendOptions.set_device_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/rpc/options.py line=113. 2025-09-07T06:38:42.6999590Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.6999590Z 2025-09-07T06:38:42.6999710Z Set device mapping between each RPC caller and callee pair. This 2025-09-07T06:38:42.6999820Z function can be called multiple times to incrementally add 2025-09-07T06:38:42.6999890Z device placement configurations. 2025-09-07T06:38:42.6999890Z 2025-09-07T06:38:42.6999930Z Args: 2025-09-07T06:38:42.6999990Z to (str): Callee name. 2025-09-07T06:38:42.7000110Z device_map (Dict of int, str, or torch.device): Device placement 2025-09-07T06:38:42.7000220Z mappings from this worker to the callee. This map must be 2025-09-07T06:38:42.7000340Z invertible. 2025-09-07T06:38:42.7000340Z 2025-09-07T06:38:42.7000380Z Example: 2025-09-07T06:38:42.7000450Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:42.7000490Z >>> # both workers 2025-09-07T06:38:42.7000550Z >>> def add(x, y): 2025-09-07T06:38:42.7000630Z >>> print(x) # tensor([1., 1.], device='cuda:1') 2025-09-07T06:38:42.7000690Z >>> return x + y, (x + y).to(2) 2025-09-07T06:38:42.7000740Z >>> 2025-09-07T06:38:42.7000780Z >>> # on worker 0 2025-09-07T06:38:42.7000870Z >>> options = TensorPipeRpcBackendOptions( 2025-09-07T06:38:42.7000920Z >>> num_worker_threads=8, 2025-09-07T06:38:42.7000990Z >>> device_maps={"worker1": {0: 1}} 2025-09-07T06:38:42.7001070Z >>> # maps worker0's cuda:0 to worker1's cuda:1 2025-09-07T06:38:42.7001110Z >>> ) 2025-09-07T06:38:42.7001190Z >>> options.set_device_map("worker1", {1: 2}) 2025-09-07T06:38:42.7001260Z >>> # maps worker0's cuda:1 to worker1's cuda:2 2025-09-07T06:38:42.7001300Z >>> 2025-09-07T06:38:42.7001350Z >>> rpc.init_rpc( 2025-09-07T06:38:42.7001400Z >>> "worker0", 2025-09-07T06:38:42.7001440Z >>> rank=0, 2025-09-07T06:38:42.7001490Z >>> world_size=2, 2025-09-07T06:38:42.7001570Z >>> backend=rpc.BackendType.TENSORPIPE, 2025-09-07T06:38:42.7001670Z >>> rpc_backend_options=options 2025-09-07T06:38:42.7001710Z >>> ) 2025-09-07T06:38:42.7001750Z >>> 2025-09-07T06:38:42.7001800Z >>> x = torch.ones(2) 2025-09-07T06:38:42.7001900Z >>> rets = rpc.rpc_sync("worker1", add, args=(x.to(0), 1)) 2025-09-07T06:38:42.7002010Z >>> # The first argument will be moved to cuda:1 on worker1. When 2025-09-07T06:38:42.7002170Z >>> # sending the return value back, it will follow the invert of 2025-09-07T06:38:42.7002280Z >>> # the device map, and hence will be moved back to cuda:0 and 2025-09-07T06:38:42.7002340Z >>> # cuda:1 on worker0 2025-09-07T06:38:42.7002430Z >>> print(rets[0]) # tensor([2., 2.], device='cuda:0') 2025-09-07T06:38:42.7002520Z >>> print(rets[1]) # tensor([2., 2.], device='cuda:1') 2025-09-07T06:38:42.7002520Z 2025-09-07T06:38:42.7002670Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.8831520Z 2025-09-07T06:38:42.8832240Z msg = Cannot scrape callname=_server_process_global_profile in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/rpc/server_process_global_profiler.py line=19. 2025-09-07T06:38:42.8833010Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.8833240Z 2025-09-07T06:38:42.8833390Z It has the same API as ``torch.autograd.profiler.profile`` class, 2025-09-07T06:38:42.8833750Z except that it enables profiling on all threads running RPC server request callbacks. 2025-09-07T06:38:42.8834000Z 2025-09-07T06:38:42.8834180Z Context manager that manages autograd profiler state and holds a summary of results. 2025-09-07T06:38:42.8834570Z Under the hood it just records events of functions being executed in C++ and 2025-09-07T06:38:42.8834930Z exposes those events to Python. You can wrap any code into it and it will 2025-09-07T06:38:42.8835470Z only report runtime of PyTorch functions. 2025-09-07T06:38:42.8835780Z Note: profiler is thread local and is automatically propagated into the async tasks 2025-09-07T06:38:42.8836010Z 2025-09-07T06:38:42.8836060Z Args: 2025-09-07T06:38:42.8836290Z enabled (bool, optional): Setting this to False makes this context manager a no-op. 2025-09-07T06:38:42.8836570Z Default: ``True``. 2025-09-07T06:38:42.8836680Z 2025-09-07T06:38:42.8836860Z use_cuda (bool, optional): Enables timing of CUDA events as well using the cudaEvent API. 2025-09-07T06:38:42.8837220Z Adds approximately 4us of overhead to each tensor operation. 2025-09-07T06:38:42.8837460Z Default: ``False`` 2025-09-07T06:38:42.8842260Z 2025-09-07T06:38:42.8842410Z record_shapes (bool, optional): If shapes recording is set, information 2025-09-07T06:38:42.8842970Z about input dimensions will be collected. This allows one to see which 2025-09-07T06:38:42.8843310Z dimensions have been used under the hood and further group by them 2025-09-07T06:38:42.8843670Z using prof.key_averages(group_by_input_shape=True). Please note that 2025-09-07T06:38:42.8844020Z shape recording might skew your profiling data. It is recommended to 2025-09-07T06:38:42.8844360Z use separate runs with and without shape recording to validate the timing. 2025-09-07T06:38:42.8844710Z Most likely the skew will be negligible for bottom most events (in a case 2025-09-07T06:38:42.8845050Z of nested function calls). But for higher level functions the total 2025-09-07T06:38:42.8845370Z self cpu time might be artificially increased because of the shape 2025-09-07T06:38:42.8845620Z collection. 2025-09-07T06:38:42.8845710Z 2025-09-07T06:38:42.8845870Z profile_memory (bool, optional): Whether to report memory usage, default: ``False`` 2025-09-07T06:38:42.8846110Z 2025-09-07T06:38:42.8846170Z .. warning:: 2025-09-07T06:38:42.8846370Z Enabling memory profiling incurs additional profiler overhead 2025-09-07T06:38:42.8846560Z 2025-09-07T06:38:42.8846610Z .. warning:: 2025-09-07T06:38:42.8846910Z Due to some CUDA multiprocessing limitations (see :ref:`multiprocessing-cuda-note`), 2025-09-07T06:38:42.8847270Z one cannot use the profiler with ``use_cuda = True`` to benchmark 2025-09-07T06:38:42.8847600Z DataLoaders with ``num_workers > 0``. If you wish to benchmark data loading, 2025-09-07T06:38:42.8847900Z please use ``use_cuda = False`` or ``num_workers = 0``. 2025-09-07T06:38:42.8848110Z 2025-09-07T06:38:42.8848170Z Example: 2025-09-07T06:38:42.8848290Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.8848450Z >>> # On worker 0: 2025-09-07T06:38:42.8848580Z >>> import torch 2025-09-07T06:38:42.8848740Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.8848970Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:42.8849190Z >>> x, y = torch.tensor(1), torch.tensor(2) 2025-09-07T06:38:42.8849400Z >>> outer_profile_rref = rpc.remote( 2025-09-07T06:38:42.8849630Z ... dst_worker_name, rpc._server_process_global_profile 2025-09-07T06:38:42.8849840Z ... ) 2025-09-07T06:38:42.8849990Z >>> outer_profile_rref.rpc_sync().__enter__() 2025-09-07T06:38:42.8850220Z >>> rpc.rpc_sync(dst_worker_name, torch.add, (x, y)) 2025-09-07T06:38:42.8850440Z >>> inner_profile_rref = rpc.remote( 2025-09-07T06:38:42.8850660Z ... dst_worker_name, rpc._server_process_global_profile 2025-09-07T06:38:42.8850870Z ... ) 2025-09-07T06:38:42.8851020Z >>> inner_profile_rref.rpc_sync().__enter__() 2025-09-07T06:38:42.8851250Z >>> rpc.rpc_sync(dst_worker_name, torch.sub, (x, y)) 2025-09-07T06:38:42.8851510Z >>> inner_profile_rref.rpc_sync().__exit__(None, None, None) 2025-09-07T06:38:42.8851840Z >>> outer_profile_rref.rpc_sync().__exit__(None, None, None) 2025-09-07T06:38:42.8852110Z >>> print(inner_profile_rref.rpc_sync().key_averages()) 2025-09-07T06:38:42.8852460Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8852870Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-09-07T06:38:42.8853270Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8853600Z sub 85.06% 76.275us 100.00% 89.667us 89.667us 1 2025-09-07T06:38:42.8853900Z empty 14.94% 13.392us 14.94% 13.392us 13.392us 1 2025-09-07T06:38:42.8854240Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8854570Z Self CPU time total: 89.667us 2025-09-07T06:38:42.8854790Z >>> print(outer_profile_rref.rpc_sync().key_averages()) 2025-09-07T06:38:42.8855100Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8855490Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-09-07T06:38:42.8855880Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8856200Z sub 35.65% 76.275us 41.91% 89.667us 89.667us 1 2025-09-07T06:38:42.8856510Z empty 12.67% 27.101us 12.67% 27.101us 13.551us 2 2025-09-07T06:38:42.8856800Z add 51.68% 110.550us 58.09% 124.259us 124.259us 1 2025-09-07T06:38:42.8857130Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8857400Z Self CPU time total: 213.926us 2025-09-07T06:38:42.8857580Z >>> rpc.shutdown() 2025-09-07T06:38:42.8857670Z 2025-09-07T06:38:42.8857720Z >>> # On worker 1: 2025-09-07T06:38:42.8857880Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:42.8858160Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:42.8858410Z >>> # wait for worker 0 to finish work, and then shutdown. 2025-09-07T06:38:42.8858620Z >>> rpc.shutdown() 2025-09-07T06:38:42.8858720Z 2025-09-07T06:38:42.8858870Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.8859090Z 2025-09-07T06:38:42.8859530Z msg = Cannot scrape callname=record_function in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/profiler.py line=734. 2025-09-07T06:38:42.8860140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.8860580Z Context manager/function decorator that adds a label to a code block/function when running autograd profiler. 2025-09-07T06:38:42.8860990Z Label will only appear if CPU activity tracing is enabled. 2025-09-07T06:38:42.8861170Z 2025-09-07T06:38:42.8861250Z It is useful when tracing the code profile. 2025-09-07T06:38:42.8861400Z 2025-09-07T06:38:42.8861440Z Args: 2025-09-07T06:38:42.8861600Z name (str): Label assigned to the block of code. 2025-09-07T06:38:42.8861860Z node_id (int): ID of node, for distributed profiling. Unset in 2025-09-07T06:38:42.8862100Z non-distributed cases. 2025-09-07T06:38:42.8862210Z 2025-09-07T06:38:42.8862260Z Example: 2025-09-07T06:38:42.8862440Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_AUTOGRAD_PROFILER) 2025-09-07T06:38:42.8862700Z >>> x = torch.randn((1, 1), requires_grad=True) 2025-09-07T06:38:42.8862950Z >>> with torch.autograd.profiler.profile() as prof: 2025-09-07T06:38:42.8863160Z ... y = x**2 2025-09-07T06:38:42.8863360Z ... with torch.autograd.profiler.record_function( 2025-09-07T06:38:42.8863570Z ... "label-z" 2025-09-07T06:38:42.8863810Z ... ): # label the block 2025-09-07T06:38:42.8863980Z ... z = y**3 2025-09-07T06:38:42.8864140Z ... y.backward() 2025-09-07T06:38:42.8864300Z >>> # xdoctest: +IGNORE_WANT 2025-09-07T06:38:42.8864500Z >>> # NOTE: some columns were removed for brevity 2025-09-07T06:38:42.8864780Z >>> print(prof.key_averages().table(sort_by="self_cpu_time_total")) 2025-09-07T06:38:42.8865090Z ----------------------------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8865400Z Name Self CPU total % CPU time avg Number of Calls 2025-09-07T06:38:42.8865710Z ----------------------------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8866080Z pow 60.77% 47.470us 3 2025-09-07T06:38:42.8866320Z mul 21.73% 25.465us 2 2025-09-07T06:38:42.8866570Z PowBackward0 12.03% 121.891us 1 2025-09-07T06:38:42.8866880Z torch::autograd::AccumulateGrad 2.70% 6.324us 1 2025-09-07T06:38:42.8867170Z label-z 2.13% 12.421us 1 2025-09-07T06:38:42.8867450Z torch::autograd::GraphRoot 0.64% 1.503us 1 2025-09-07T06:38:42.8867760Z ----------------------------------- --------------- --------------- --------------- 2025-09-07T06:38:42.8868010Z Self CPU time total: 234.344us 2025-09-07T06:38:42.8868190Z CUDA time total: 0.000us 2025-09-07T06:38:42.8868310Z 2025-09-07T06:38:42.8868350Z 2025-09-07T06:38:42.8868570Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.8868790Z 2025-09-07T06:38:42.8869240Z msg = Cannot scrape callname=assoc_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=245. 2025-09-07T06:38:42.8869930Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.8870280Z Return a new dict with new, potentially nested, key value pair 2025-09-07T06:38:42.8870460Z 2025-09-07T06:38:42.8870510Z >>> purchase = { 2025-09-07T06:38:42.8870660Z ... "name": "Alice", 2025-09-07T06:38:42.8870940Z ... "order": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-09-07T06:38:42.8871190Z ... "credit card": "5555-1234-1234-1234", 2025-09-07T06:38:42.8871370Z ... } 2025-09-07T06:38:42.8871560Z >>> assoc_in(purchase, ["order", "costs"], [0.25, 1.00]) # doctest: +SKIP 2025-09-07T06:38:42.8871820Z {'credit card': '5555-1234-1234-1234', 2025-09-07T06:38:42.8871990Z 'name': 'Alice', 2025-09-07T06:38:42.8872190Z 'order': {'costs': [0.25, 1.00], 'items': ['Apple', 'Orange']}} 2025-09-07T06:38:42.8872400Z 2025-09-07T06:38:42.8872620Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.8872840Z 2025-09-07T06:38:42.8873290Z msg = Cannot scrape callname=update_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=261. 2025-09-07T06:38:42.8873950Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.8874260Z Update value in a (potentially) nested dictionary 2025-09-07T06:38:42.8874420Z 2025-09-07T06:38:42.8874460Z inputs: 2025-09-07T06:38:42.8874600Z d - dictionary on which to operate 2025-09-07T06:38:42.8874860Z keys - list or tuple giving the location of the value to be changed in d 2025-09-07T06:38:42.8875130Z func - function to operate on that value 2025-09-07T06:38:42.8875270Z 2025-09-07T06:38:42.8875390Z If keys == [k0,..,kX] and d[k0]..[kX] == v, update_in returns a copy of the 2025-09-07T06:38:42.8875750Z original dictionary with v replaced by func(v), but does not mutate the 2025-09-07T06:38:42.8876020Z original dictionary. 2025-09-07T06:38:42.8876130Z 2025-09-07T06:38:42.8876270Z If k0 is not a key in d, update_in creates nested dictionaries to the depth 2025-09-07T06:38:42.8876590Z specified by the keys, with the innermost value set to func(default). 2025-09-07T06:38:42.8876800Z 2025-09-07T06:38:42.8876850Z >>> inc = lambda x: x + 1 2025-09-07T06:38:42.8877020Z >>> update_in({"a": 0}, ["a"], inc) 2025-09-07T06:38:42.8877190Z {'a': 1} 2025-09-07T06:38:42.8877260Z 2025-09-07T06:38:42.8877320Z >>> transaction = { 2025-09-07T06:38:42.8877460Z ... "name": "Alice", 2025-09-07T06:38:42.8877690Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-09-07T06:38:42.8877990Z ... "credit card": "5555-1234-1234-1234", 2025-09-07T06:38:42.8878170Z ... } 2025-09-07T06:38:42.8878360Z >>> update_in(transaction, ["purchase", "costs"], sum) # doctest: +SKIP 2025-09-07T06:38:42.8878630Z {'credit card': '5555-1234-1234-1234', 2025-09-07T06:38:42.8878810Z 'name': 'Alice', 2025-09-07T06:38:42.8879000Z 'purchase': {'costs': 1.75, 'items': ['Apple', 'Orange']}} 2025-09-07T06:38:42.8879170Z 2025-09-07T06:38:42.8879240Z >>> # updating a value when k0 is not in d 2025-09-07T06:38:42.8879450Z >>> update_in({}, [1, 2, 3], str, default="bar") 2025-09-07T06:38:42.8879640Z {1: {2: {3: 'bar'}}} 2025-09-07T06:38:42.8879810Z >>> update_in({1: "foo"}, [2, 3, 4], inc, 0) 2025-09-07T06:38:42.8879990Z {1: 'foo', 2: {3: {4: 1}}} 2025-09-07T06:38:42.8880140Z 2025-09-07T06:38:42.8880350Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.9005130Z 2025-09-07T06:38:42.9005800Z msg = Cannot scrape callname=get_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=320. 2025-09-07T06:38:42.9006510Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.9006990Z Returns coll[i0][i1]...[iX] where [i0, i1, ..., iX]==keys. 2025-09-07T06:38:42.9007170Z 2025-09-07T06:38:42.9007330Z If coll[i0][i1]...[iX] cannot be found, returns ``default``, unless 2025-09-07T06:38:42.9007640Z ``no_default`` is specified, then it raises KeyError or IndexError. 2025-09-07T06:38:42.9007850Z 2025-09-07T06:38:42.9008020Z ``get_in`` is a generalization of ``operator.getitem`` for nested data 2025-09-07T06:38:42.9008310Z structures such as dictionaries and lists. 2025-09-07T06:38:42.9008470Z 2025-09-07T06:38:42.9008520Z >>> transaction = { 2025-09-07T06:38:42.9008670Z ... "name": "Alice", 2025-09-07T06:38:42.9008920Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-09-07T06:38:42.9009180Z ... "credit card": "5555-1234-1234-1234", 2025-09-07T06:38:42.9009360Z ... } 2025-09-07T06:38:42.9009510Z >>> get_in(["purchase", "items", 0], transaction) 2025-09-07T06:38:42.9009700Z 'Apple' 2025-09-07T06:38:42.9009830Z >>> get_in(["name"], transaction) 2025-09-07T06:38:42.9010000Z 'Alice' 2025-09-07T06:38:42.9010140Z >>> get_in(["purchase", "total"], transaction) 2025-09-07T06:38:42.9010380Z >>> get_in(["purchase", "items", "apple"], transaction) 2025-09-07T06:38:42.9010620Z >>> get_in(["purchase", "items", 10], transaction) 2025-09-07T06:38:42.9010850Z >>> get_in(["purchase", "total"], transaction, 0) 2025-09-07T06:38:42.9011040Z 0 2025-09-07T06:38:42.9011160Z >>> get_in(["y"], {}, no_default=True) 2025-09-07T06:38:42.9011350Z Traceback (most recent call last): 2025-09-07T06:38:42.9011520Z ... 2025-09-07T06:38:42.9011640Z KeyError: 'y' 2025-09-07T06:38:42.9011730Z 2025-09-07T06:38:42.9011770Z See Also: 2025-09-07T06:38:42.9011890Z itertoolz.get 2025-09-07T06:38:42.9012030Z operator.getitem 2025-09-07T06:38:42.9012170Z 2025-09-07T06:38:42.9012440Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.9012670Z 2025-09-07T06:38:42.9013120Z msg = Cannot scrape callname=groupby in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=373. 2025-09-07T06:38:42.9013780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.9014070Z Group a collection by a key function 2025-09-07T06:38:42.9014200Z 2025-09-07T06:38:42.9014300Z >>> names = ["Alice", "Bob", "Charlie", "Dan", "Edith", "Frank"] 2025-09-07T06:38:42.9014540Z >>> groupby(len, names) # doctest: +SKIP 2025-09-07T06:38:42.9014780Z {3: ['Bob', 'Dan'], 5: ['Alice', 'Edith', 'Frank'], 7: ['Charlie']} 2025-09-07T06:38:42.9015050Z 2025-09-07T06:38:42.9015110Z >>> iseven = lambda x: x % 2 == 0 2025-09-07T06:38:42.9015350Z >>> groupby(iseven, [1, 2, 3, 4, 5, 6, 7, 8]) # doctest: +SKIP 2025-09-07T06:38:42.9015580Z {False: [1, 3, 5, 7], True: [2, 4, 6, 8]} 2025-09-07T06:38:42.9015710Z 2025-09-07T06:38:42.9015800Z Non-callable keys imply grouping on a member. 2025-09-07T06:38:42.9015950Z 2025-09-07T06:38:42.9015990Z >>> groupby( 2025-09-07T06:38:42.9016120Z ... "gender", 2025-09-07T06:38:42.9016250Z ... [ 2025-09-07T06:38:42.9016400Z ... {"name": "Alice", "gender": "F"}, 2025-09-07T06:38:42.9016600Z ... {"name": "Bob", "gender": "M"}, 2025-09-07T06:38:42.9016800Z ... {"name": "Charlie", "gender": "M"}, 2025-09-07T06:38:42.9016990Z ... ], 2025-09-07T06:38:42.9017120Z ... ) # doctest:+SKIP 2025-09-07T06:38:42.9017280Z {'F': [{'gender': 'F', 'name': 'Alice'}], 2025-09-07T06:38:42.9017480Z 'M': [{'gender': 'M', 'name': 'Bob'}, 2025-09-07T06:38:42.9017680Z {'gender': 'M', 'name': 'Charlie'}]} 2025-09-07T06:38:42.9017810Z 2025-09-07T06:38:42.9017900Z Not to be confused with ``itertools.groupby`` 2025-09-07T06:38:42.9018040Z 2025-09-07T06:38:42.9018090Z See Also: 2025-09-07T06:38:42.9018210Z countby 2025-09-07T06:38:42.9018370Z 2025-09-07T06:38:42.9018580Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.9018810Z 2025-09-07T06:38:42.9019190Z msg = Cannot scrape callname=SequentialLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=811. 2025-09-07T06:38:42.9019820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.9020250Z Contains a list of schedulers expected to be called sequentially during the optimization process. 2025-09-07T06:38:42.9020510Z 2025-09-07T06:38:42.9020730Z Specifically, the schedulers will be called according to the milestone points, which should provide exact 2025-09-07T06:38:42.9021150Z intervals by which each scheduler should be called at a given epoch. 2025-09-07T06:38:42.9021360Z 2025-09-07T06:38:42.9021400Z Args: 2025-09-07T06:38:42.9021550Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:42.9021790Z schedulers (list): List of chained schedulers. 2025-09-07T06:38:42.9022070Z milestones (list): List of integers that reflects milestone points. 2025-09-07T06:38:42.9022370Z last_epoch (int): The index of last epoch. Default: -1. 2025-09-07T06:38:42.9022540Z 2025-09-07T06:38:42.9022590Z Example: 2025-09-07T06:38:42.9022720Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.9022920Z >>> # Assuming optimizer uses lr = 0.05 for all groups 2025-09-07T06:38:42.9023140Z >>> # lr = 0.005 if epoch == 0 2025-09-07T06:38:42.9023330Z >>> # lr = 0.005 if epoch == 1 2025-09-07T06:38:42.9023520Z >>> # lr = 0.005 if epoch == 2 2025-09-07T06:38:42.9023690Z >>> # ... 2025-09-07T06:38:42.9023830Z >>> # lr = 0.05 if epoch == 20 2025-09-07T06:38:42.9024010Z >>> # lr = 0.045 if epoch == 21 2025-09-07T06:38:42.9024230Z >>> # lr = 0.0405 if epoch == 22 2025-09-07T06:38:42.9024480Z >>> scheduler1 = ConstantLR(optimizer, factor=0.1, total_iters=20) 2025-09-07T06:38:42.9024770Z >>> scheduler2 = ExponentialLR(optimizer, gamma=0.9) 2025-09-07T06:38:42.9025000Z >>> scheduler = SequentialLR( 2025-09-07T06:38:42.9025170Z ... optimizer, 2025-09-07T06:38:42.9025400Z ... schedulers=[scheduler1, scheduler2], 2025-09-07T06:38:42.9025600Z ... milestones=[20], 2025-09-07T06:38:42.9025750Z ... ) 2025-09-07T06:38:42.9025890Z >>> for epoch in range(100): 2025-09-07T06:38:42.9026060Z >>> train(...) 2025-09-07T06:38:42.9026200Z >>> validate(...) 2025-09-07T06:38:42.9026460Z >>> scheduler.step() 2025-09-07T06:38:42.9026580Z 2025-09-07T06:38:42.9026690Z .. image:: ../scripts/lr_scheduler_images/SequentialLR.png 2025-09-07T06:38:42.9026900Z 2025-09-07T06:38:42.9027110Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:42.9027330Z 2025-09-07T06:38:42.9027740Z msg = Cannot scrape callname=ReduceLROnPlateau in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1236. 2025-09-07T06:38:42.9028350Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:42.9028670Z Reduce learning rate when a metric has stopped improving. 2025-09-07T06:38:42.9028850Z 2025-09-07T06:38:42.9028970Z Models often benefit from reducing the learning rate by a factor 2025-09-07T06:38:42.9029270Z of 2-10 once learning stagnates. This scheduler reads a metrics 2025-09-07T06:38:42.9029570Z quantity and if no improvement is seen for a 'patience' number 2025-09-07T06:38:42.9029820Z of epochs, the learning rate is reduced. 2025-09-07T06:38:42.9029960Z 2025-09-07T06:38:42.9030010Z Args: 2025-09-07T06:38:42.9030150Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:42.9030390Z mode (str): One of `min`, `max`. In `min` mode, lr will 2025-09-07T06:38:42.9030680Z be reduced when the quantity monitored has stopped 2025-09-07T06:38:42.9030940Z decreasing; in `max` mode it will be reduced when the 2025-09-07T06:38:42.9031220Z quantity monitored has stopped increasing. Default: 'min'. 2025-09-07T06:38:42.9031510Z factor (float): Factor by which the learning rate will be 2025-09-07T06:38:42.9031780Z reduced. new_lr = lr * factor. Default: 0.1. 2025-09-07T06:38:42.9032060Z patience (int): The number of allowed epochs with no improvement after 2025-09-07T06:38:42.9032340Z which the learning rate will be reduced. 2025-09-07T06:38:42.9032620Z For example, consider the case of having no patience (`patience = 0`). 2025-09-07T06:38:42.9033040Z In the first epoch, a baseline is established and is always considered good as there's no previous baseline. 2025-09-07T06:38:42.9033450Z In the second epoch, if the performance is worse than the baseline, 2025-09-07T06:38:42.9033740Z we have what is considered an intolerable epoch. 2025-09-07T06:38:42.9034050Z Since the count of intolerable epochs (1) is greater than the patience level (0), 2025-09-07T06:38:42.9034380Z the learning rate is reduced at the end of this epoch. 2025-09-07T06:38:42.9034740Z From the third epoch onwards, the learning rate continues to be reduced at the end of each epoch 2025-09-07T06:38:42.9035190Z if the performance is worse than the baseline. If the performance improves or remains the same, 2025-09-07T06:38:42.9035510Z the learning rate is not adjusted. 2025-09-07T06:38:42.9035700Z Default: 10. 2025-09-07T06:38:42.9041380Z threshold (float): Threshold for measuring the new optimum, 2025-09-07T06:38:42.9041680Z to only focus on significant changes. Default: 1e-4. 2025-09-07T06:38:42.9042080Z threshold_mode (str): One of `rel`, `abs`. In `rel` mode, 2025-09-07T06:38:42.9042360Z dynamic_threshold = best * ( 1 + threshold ) in 'max' 2025-09-07T06:38:42.9042610Z mode or best * ( 1 - threshold ) in `min` mode. 2025-09-07T06:38:42.9042860Z In `abs` mode, dynamic_threshold = best + threshold in 2025-09-07T06:38:42.9043130Z `max` mode or best - threshold in `min` mode. Default: 'rel'. 2025-09-07T06:38:42.9043420Z cooldown (int): Number of epochs to wait before resuming 2025-09-07T06:38:42.9043690Z normal operation after lr has been reduced. Default: 0. 2025-09-07T06:38:42.9043970Z min_lr (float or list): A scalar or a list of scalars. A 2025-09-07T06:38:42.9044320Z lower bound on the learning rate of all param groups 2025-09-07T06:38:42.9044560Z or each group respectively. Default: 0. 2025-09-07T06:38:42.9044820Z eps (float): Minimal decay applied to lr. If the difference 2025-09-07T06:38:42.9045100Z between new and old lr is smaller than eps, the update is 2025-09-07T06:38:42.9045340Z ignored. Default: 1e-8. 2025-09-07T06:38:42.9045470Z 2025-09-07T06:38:42.9045510Z Example: 2025-09-07T06:38:42.9045640Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.9045890Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-09-07T06:38:42.9046190Z >>> scheduler = ReduceLROnPlateau(optimizer, "min") 2025-09-07T06:38:42.9046410Z >>> for epoch in range(10): 2025-09-07T06:38:42.9046580Z >>> train(...) 2025-09-07T06:38:42.9046740Z >>> val_loss = validate(...) 2025-09-07T06:38:42.9046960Z >>> # Note that step should be called after validate() 2025-09-07T06:38:42.9047180Z >>> scheduler.step(val_loss) 2025-09-07T06:38:42.9047310Z 2025-09-07T06:38:42.9047430Z .. image:: ../scripts/lr_scheduler_images/ReduceLROnPlateau.png 2025-09-07T06:38:42.9047650Z 2025-09-07T06:38:42.9047960Z Original Error: IndentationError('unexpected indent', ('', 8, 4, ' scheduler.step(val_loss)\n', 8, -1)) 2025-09-07T06:38:42.9048290Z 2025-09-07T06:38:42.9048350Z scheduler.step(val_loss) 2025-09-07T06:38:42.9048500Z ^ 2025-09-07T06:38:42.9048940Z msg = Cannot scrape callname=CyclicLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1433. 2025-09-07T06:38:42.9049560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:42.9049980Z Sets the learning rate of each parameter group according to cyclical learning rate policy (CLR). 2025-09-07T06:38:42.9050240Z 2025-09-07T06:38:42.9050410Z The policy cycles the learning rate between two boundaries with a constant frequency, 2025-09-07T06:38:42.9050800Z as detailed in the paper `Cyclical Learning Rates for Training Neural Networks`_. 2025-09-07T06:38:42.9051160Z The distance between the two boundaries can be scaled on a per-iteration 2025-09-07T06:38:42.9051420Z or per-cycle basis. 2025-09-07T06:38:42.9051520Z 2025-09-07T06:38:42.9051670Z Cyclical learning rate policy changes the learning rate after every batch. 2025-09-07T06:38:42.9052000Z `step` should be called after a batch has been used for training. 2025-09-07T06:38:42.9052190Z 2025-09-07T06:38:42.9052320Z This class has three built-in policies, as put forth in the paper: 2025-09-07T06:38:42.9052510Z 2025-09-07T06:38:42.9052640Z * "triangular": A basic triangular cycle without amplitude scaling. 2025-09-07T06:38:42.9053000Z * "triangular2": A basic triangular cycle that scales initial amplitude by half each cycle. 2025-09-07T06:38:42.9053440Z * "exp_range": A cycle that scales initial amplitude by :math:`\text{gamma}^{\text{cycle iterations}}` 2025-09-07T06:38:42.9053760Z at each cycle iteration. 2025-09-07T06:38:42.9053870Z 2025-09-07T06:38:42.9054050Z This implementation was adapted from the github repo: `bckenstler/CLR`_ 2025-09-07T06:38:42.9054260Z 2025-09-07T06:38:42.9054310Z Args: 2025-09-07T06:38:42.9054460Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:42.9054720Z base_lr (float or list): Initial learning rate which is the 2025-09-07T06:38:42.9055000Z lower boundary in the cycle for each parameter group. 2025-09-07T06:38:42.9055290Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-09-07T06:38:42.9055560Z for each parameter group. Functionally, 2025-09-07T06:38:42.9055800Z it defines the cycle amplitude (max_lr - base_lr). 2025-09-07T06:38:42.9056040Z The lr at any cycle is the sum of base_lr 2025-09-07T06:38:42.9056270Z and some scaling of the amplitude; therefore 2025-09-07T06:38:42.9056570Z max_lr may not actually be reached depending on 2025-09-07T06:38:42.9056780Z scaling function. 2025-09-07T06:38:42.9057000Z step_size_up (int): Number of training iterations in the 2025-09-07T06:38:42.9057250Z increasing half of a cycle. Default: 2000 2025-09-07T06:38:42.9057500Z step_size_down (int): Number of training iterations in the 2025-09-07T06:38:42.9057780Z decreasing half of a cycle. If step_size_down is None, 2025-09-07T06:38:42.9058020Z it is set to step_size_up. Default: None 2025-09-07T06:38:42.9058270Z mode (str): One of {triangular, triangular2, exp_range}. 2025-09-07T06:38:42.9058530Z Values correspond to policies detailed above. 2025-09-07T06:38:42.9058770Z If scale_fn is not None, this argument is ignored. 2025-09-07T06:38:42.9058990Z Default: 'triangular' 2025-09-07T06:38:42.9059200Z gamma (float): Constant in 'exp_range' scaling function: 2025-09-07T06:38:42.9059440Z gamma**(cycle iterations) 2025-09-07T06:38:42.9059610Z Default: 1.0 2025-09-07T06:38:42.9059820Z scale_fn (function): Custom scaling policy defined by a single 2025-09-07T06:38:42.9060070Z argument lambda function, where 2025-09-07T06:38:42.9060330Z 0 <= scale_fn(x) <= 1 for all x >= 0. 2025-09-07T06:38:42.9060540Z If specified, then 'mode' is ignored. 2025-09-07T06:38:42.9060720Z Default: None 2025-09-07T06:38:42.9060900Z scale_mode (str): {'cycle', 'iterations'}. 2025-09-07T06:38:42.9061120Z Defines whether scale_fn is evaluated on 2025-09-07T06:38:42.9061360Z cycle number or cycle iterations (training 2025-09-07T06:38:42.9061580Z iterations since start of cycle). 2025-09-07T06:38:42.9061770Z Default: 'cycle' 2025-09-07T06:38:42.9061990Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-09-07T06:38:42.9062290Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-09-07T06:38:42.9062510Z Default: True 2025-09-07T06:38:42.9062740Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-09-07T06:38:42.9063070Z for each parameter group. Note that momentum is cycled inversely 2025-09-07T06:38:42.9063360Z to learning rate; at the peak of a cycle, momentum is 2025-09-07T06:38:42.9063620Z 'base_momentum' and learning rate is 'max_lr'. 2025-09-07T06:38:42.9063820Z Default: 0.8 2025-09-07T06:38:42.9064040Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-09-07T06:38:42.9064320Z for each parameter group. Functionally, 2025-09-07T06:38:42.9064580Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-09-07T06:38:42.9064880Z The momentum at any cycle is the difference of max_momentum 2025-09-07T06:38:42.9065140Z and some scaling of the amplitude; therefore 2025-09-07T06:38:42.9065380Z base_momentum may not actually be reached depending on 2025-09-07T06:38:42.9065660Z scaling function. Note that momentum is cycled inversely 2025-09-07T06:38:42.9066000Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-09-07T06:38:42.9066260Z and learning rate is 'base_lr' 2025-09-07T06:38:42.9066440Z Default: 0.9 2025-09-07T06:38:42.9066680Z last_epoch (int): The index of the last batch. This parameter is used when 2025-09-07T06:38:42.9067010Z resuming a training job. Since `step()` should be invoked after each 2025-09-07T06:38:42.9067340Z batch instead of after each epoch, this number represents the total 2025-09-07T06:38:42.9067670Z number of *batches* computed, not the total number of epochs computed. 2025-09-07T06:38:42.9068100Z When last_epoch=-1, the schedule is started from the beginning. 2025-09-07T06:38:42.9068410Z Default: -1 2025-09-07T06:38:42.9068510Z 2025-09-07T06:38:42.9068560Z Example: 2025-09-07T06:38:42.9068690Z >>> # xdoctest: +SKIP 2025-09-07T06:38:42.9068950Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-09-07T06:38:42.9069260Z >>> scheduler = torch.optim.lr_scheduler.CyclicLR( 2025-09-07T06:38:42.9069480Z ... optimizer, 2025-09-07T06:38:42.9069630Z ... base_lr=0.01, 2025-09-07T06:38:42.9069790Z ... max_lr=0.1, 2025-09-07T06:38:42.9069950Z ... step_size_up=10, 2025-09-07T06:38:42.9070110Z ... ) 2025-09-07T06:38:42.9070280Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-09-07T06:38:42.9070500Z >>> for epoch in range(10): 2025-09-07T06:38:42.9070690Z >>> for batch in data_loader: 2025-09-07T06:38:42.9070880Z >>> train_batch(...) 2025-09-07T06:38:42.9071050Z >>> scheduler.step() 2025-09-07T06:38:42.9071180Z 2025-09-07T06:38:42.9071280Z .. image:: ../scripts/lr_scheduler_images/CyclicLR.png 2025-09-07T06:38:42.9071450Z 2025-09-07T06:38:42.9071650Z .. _Cyclical Learning Rates for Training Neural Networks: https://arxiv.org/abs/1506.01186 2025-09-07T06:38:42.9072010Z .. _bckenstler/CLR: https://github.com/bckenstler/CLR 2025-09-07T06:38:42.9072240Z 2025-09-07T06:38:42.9072460Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.8658040Z 2025-09-07T06:38:43.8658780Z msg = Cannot scrape callname=CosineAnnealingWarmRestarts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1725. 2025-09-07T06:38:43.8659540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.8659930Z Set the learning rate of each parameter group using a cosine annealing schedule. 2025-09-07T06:38:43.8660160Z 2025-09-07T06:38:43.8660290Z The :math:`\eta_{max}` is set to the initial lr, :math:`T_{cur}` 2025-09-07T06:38:43.8660630Z is the number of epochs since the last restart and :math:`T_{i}` is the number 2025-09-07T06:38:43.8660930Z of epochs between two warm restarts in SGDR: 2025-09-07T06:38:43.8661080Z 2025-09-07T06:38:43.8661140Z .. math:: 2025-09-07T06:38:43.8661350Z \eta_t = \eta_{min} + \frac{1}{2}(\eta_{max} - \eta_{min})\left(1 + 2025-09-07T06:38:43.8661630Z \cos\left(\frac{T_{cur}}{T_{i}}\pi\right)\right) 2025-09-07T06:38:43.8661790Z 2025-09-07T06:38:43.8661900Z When :math:`T_{cur}=T_{i}`, set :math:`\eta_t = \eta_{min}`. 2025-09-07T06:38:43.8662190Z When :math:`T_{cur}=0` after restart, set :math:`\eta_t=\eta_{max}`. 2025-09-07T06:38:43.8662370Z 2025-09-07T06:38:43.8662430Z It has been proposed in 2025-09-07T06:38:43.8662640Z `SGDR: Stochastic Gradient Descent with Warm Restarts`_. 2025-09-07T06:38:43.8662810Z 2025-09-07T06:38:43.8662860Z Args: 2025-09-07T06:38:43.8663010Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:43.8663260Z T_0 (int): Number of iterations until the first restart. 2025-09-07T06:38:43.8663710Z T_mult (int, optional): A factor by which :math:`T_{i}` increases after a restart. Default: 1. 2025-09-07T06:38:43.8664070Z eta_min (float, optional): Minimum learning rate. Default: 0. 2025-09-07T06:38:43.8664390Z last_epoch (int, optional): The index of the last epoch. Default: -1. 2025-09-07T06:38:43.8664590Z 2025-09-07T06:38:43.8664690Z .. _SGDR\: Stochastic Gradient Descent with Warm Restarts: 2025-09-07T06:38:43.8664930Z https://arxiv.org/abs/1608.03983 2025-09-07T06:38:43.8665070Z 2025-09-07T06:38:43.8665120Z Example: 2025-09-07T06:38:43.8665250Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.8665480Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.05) 2025-09-07T06:38:43.8665800Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingWarmRestarts( 2025-09-07T06:38:43.8666200Z ... optimizer, T_0=20 2025-09-07T06:38:43.8666360Z ... ) 2025-09-07T06:38:43.8666490Z >>> for epoch in range(100): 2025-09-07T06:38:43.8666660Z >>> train(...) 2025-09-07T06:38:43.8666810Z >>> validate(...) 2025-09-07T06:38:43.8666980Z >>> scheduler.step() 2025-09-07T06:38:43.8667100Z 2025-09-07T06:38:43.8667240Z .. image:: ../scripts/lr_scheduler_images/CosineAnnealingWarmRestarts.png 2025-09-07T06:38:43.8667490Z 2025-09-07T06:38:43.8667700Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.8667920Z 2025-09-07T06:38:43.8668310Z msg = Cannot scrape callname=OneCycleLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1875. 2025-09-07T06:38:43.8668900Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.8669310Z Sets the learning rate of each parameter group according to the 1cycle learning rate policy. 2025-09-07T06:38:43.8669550Z 2025-09-07T06:38:43.8669740Z The 1cycle policy anneals the learning rate from an initial learning rate to some maximum 2025-09-07T06:38:43.8670160Z learning rate and then from that maximum learning rate to some minimum learning rate much 2025-09-07T06:38:43.8670520Z lower than the initial learning rate. 2025-09-07T06:38:43.8670790Z This policy was initially described in the paper `Super-Convergence: 2025-09-07T06:38:43.8671120Z Very Fast Training of Neural Networks Using Large Learning Rates`_. 2025-09-07T06:38:43.8671310Z 2025-09-07T06:38:43.8671460Z The 1cycle learning rate policy changes the learning rate after every batch. 2025-09-07T06:38:43.8671810Z `step` should be called after a batch has been used for training. 2025-09-07T06:38:43.8672010Z 2025-09-07T06:38:43.8672070Z This scheduler is not chainable. 2025-09-07T06:38:43.8672200Z 2025-09-07T06:38:43.8672340Z Note also that the total number of steps in the cycle can be determined in one 2025-09-07T06:38:43.8672640Z of two ways (listed in order of precedence): 2025-09-07T06:38:43.8672790Z 2025-09-07T06:38:43.8672880Z #. A value for total_steps is explicitly provided. 2025-09-07T06:38:43.8673150Z #. A number of epochs (epochs) and a number of steps per epoch 2025-09-07T06:38:43.8673390Z (steps_per_epoch) are provided. 2025-09-07T06:38:43.8673620Z In this case, the number of total steps is inferred by 2025-09-07T06:38:43.8673850Z total_steps = epochs * steps_per_epoch 2025-09-07T06:38:43.8673990Z 2025-09-07T06:38:43.8674140Z You must either provide a value for total_steps or provide a value for both 2025-09-07T06:38:43.8674410Z epochs and steps_per_epoch. 2025-09-07T06:38:43.8674530Z 2025-09-07T06:38:43.8674710Z The default behaviour of this scheduler follows the fastai implementation of 1cycle, which 2025-09-07T06:38:43.8675130Z claims that "unpublished work has shown even better results by using only two phases". To 2025-09-07T06:38:43.8675520Z mimic the behaviour of the original paper instead, set ``three_phase=True``. 2025-09-07T06:38:43.8675730Z 2025-09-07T06:38:43.8675770Z Args: 2025-09-07T06:38:43.8676010Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:43.8676280Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-09-07T06:38:43.8676540Z for each parameter group. 2025-09-07T06:38:43.8676800Z total_steps (int): The total number of steps in the cycle. Note that 2025-09-07T06:38:43.8677120Z if a value is not provided here, then it must be inferred by providing 2025-09-07T06:38:43.8677390Z a value for epochs and steps_per_epoch. 2025-09-07T06:38:43.8677590Z Default: None 2025-09-07T06:38:43.8677810Z epochs (int): The number of epochs to train for. This is used along 2025-09-07T06:38:43.8678170Z with steps_per_epoch in order to infer the total number of steps in the cycle 2025-09-07T06:38:43.8678510Z if a value for total_steps is not provided. 2025-09-07T06:38:43.8678710Z Default: None 2025-09-07T06:38:43.8678950Z steps_per_epoch (int): The number of steps per epoch to train for. This is 2025-09-07T06:38:43.8679300Z used along with epochs in order to infer the total number of steps in the 2025-09-07T06:38:43.8679620Z cycle if a value for total_steps is not provided. 2025-09-07T06:38:43.8679830Z Default: None 2025-09-07T06:38:43.8680070Z pct_start (float): The percentage of the cycle (in number of steps) spent 2025-09-07T06:38:43.8680330Z increasing the learning rate. 2025-09-07T06:38:43.8680520Z Default: 0.3 2025-09-07T06:38:43.8680690Z anneal_strategy (str): {'cos', 'linear'} 2025-09-07T06:38:43.8680980Z Specifies the annealing strategy: "cos" for cosine annealing, "linear" for 2025-09-07T06:38:43.8681250Z linear annealing. 2025-09-07T06:38:43.8681400Z Default: 'cos' 2025-09-07T06:38:43.8681620Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-09-07T06:38:43.8681930Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-09-07T06:38:43.8682160Z Default: True 2025-09-07T06:38:43.8682410Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-09-07T06:38:43.8682740Z for each parameter group. Note that momentum is cycled inversely 2025-09-07T06:38:43.8683030Z to learning rate; at the peak of a cycle, momentum is 2025-09-07T06:38:43.8683280Z 'base_momentum' and learning rate is 'max_lr'. 2025-09-07T06:38:43.8683530Z Default: 0.85 2025-09-07T06:38:43.8683760Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-09-07T06:38:43.8684030Z for each parameter group. Functionally, 2025-09-07T06:38:43.8684290Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-09-07T06:38:43.8684560Z Note that momentum is cycled inversely 2025-09-07T06:38:43.8684830Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-09-07T06:38:43.8685090Z and learning rate is 'base_lr' 2025-09-07T06:38:43.8685260Z Default: 0.95 2025-09-07T06:38:43.8685480Z div_factor (float): Determines the initial learning rate via 2025-09-07T06:38:43.8685720Z initial_lr = max_lr/div_factor 2025-09-07T06:38:43.8685910Z Default: 25 2025-09-07T06:38:43.8686130Z final_div_factor (float): Determines the minimum learning rate via 2025-09-07T06:38:43.8686390Z min_lr = initial_lr/final_div_factor 2025-09-07T06:38:43.8686580Z Default: 1e4 2025-09-07T06:38:43.8686830Z three_phase (bool): If ``True``, use a third phase of the schedule to annihilate the 2025-09-07T06:38:43.8687200Z learning rate according to 'final_div_factor' instead of modifying the second 2025-09-07T06:38:43.8687580Z phase (the first two phases will be symmetrical about the step indicated by 2025-09-07T06:38:43.8687840Z 'pct_start'). 2025-09-07T06:38:43.8688120Z last_epoch (int): The index of the last batch. This parameter is used when 2025-09-07T06:38:43.8688460Z resuming a training job. Since `step()` should be invoked after each 2025-09-07T06:38:43.8694340Z batch instead of after each epoch, this number represents the total 2025-09-07T06:38:43.8694700Z number of *batches* computed, not the total number of epochs computed. 2025-09-07T06:38:43.8695030Z When last_epoch=-1, the schedule is started from the beginning. 2025-09-07T06:38:43.8695270Z Default: -1 2025-09-07T06:38:43.8695360Z 2025-09-07T06:38:43.8695410Z Example: 2025-09-07T06:38:43.8695540Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.8695740Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-09-07T06:38:43.8696130Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=1e-4, momentum=0.9) 2025-09-07T06:38:43.8696440Z >>> scheduler = torch.optim.lr_scheduler.OneCycleLR( 2025-09-07T06:38:43.8696740Z ... optimizer, max_lr=0.01, steps_per_epoch=len(data_loader), epochs=10 2025-09-07T06:38:43.8696980Z ... ) 2025-09-07T06:38:43.8697120Z >>> for epoch in range(10): 2025-09-07T06:38:43.8697300Z >>> for batch in data_loader: 2025-09-07T06:38:43.8697480Z >>> train_batch(...) 2025-09-07T06:38:43.8697660Z >>> optimizer.step() 2025-09-07T06:38:43.8697840Z >>> scheduler.step() 2025-09-07T06:38:43.8697960Z 2025-09-07T06:38:43.8698070Z .. image:: ../scripts/lr_scheduler_images/OneCycleLR.png 2025-09-07T06:38:43.8698240Z 2025-09-07T06:38:43.8698420Z .. _Super-Convergence\: Very Fast Training of Neural Networks Using Large Learning Rates: 2025-09-07T06:38:43.8698730Z https://arxiv.org/abs/1708.07120 2025-09-07T06:38:43.8698900Z 2025-09-07T06:38:43.8699120Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.8699340Z 2025-09-07T06:38:43.8699730Z msg = Cannot scrape callname=AveragedModel in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/swa_utils.py line=120. 2025-09-07T06:38:43.8700360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.8700800Z Implements averaged model for Stochastic Weight Averaging (SWA) and Exponential Moving Average (EMA). 2025-09-07T06:38:43.8701080Z 2025-09-07T06:38:43.8701230Z Stochastic Weight Averaging was proposed in `Averaging Weights Leads to 2025-09-07T06:38:43.8701600Z Wider Optima and Better Generalization`_ by Pavel Izmailov, Dmitrii 2025-09-07T06:38:43.8701930Z Podoprikhin, Timur Garipov, Dmitry Vetrov and Andrew Gordon Wilson 2025-09-07T06:38:43.8702170Z (UAI 2018). 2025-09-07T06:38:43.8702260Z 2025-09-07T06:38:43.8702390Z Exponential Moving Average is a variation of `Polyak averaging`_, 2025-09-07T06:38:43.8702740Z but using exponential weights instead of equal weights across iterations. 2025-09-07T06:38:43.8702950Z 2025-09-07T06:38:43.8703100Z AveragedModel class creates a copy of the provided module :attr:`model` 2025-09-07T06:38:43.8703450Z on the device :attr:`device` and allows to compute running averages of the 2025-09-07T06:38:43.8703710Z parameters of the :attr:`model`. 2025-09-07T06:38:43.8703840Z 2025-09-07T06:38:43.8703890Z Args: 2025-09-07T06:38:43.8704040Z model (torch.nn.Module): model to use with SWA/EMA 2025-09-07T06:38:43.8704350Z device (torch.device, optional): if provided, the averaged model will be 2025-09-07T06:38:43.8704620Z stored on the :attr:`device` 2025-09-07T06:38:43.8704870Z avg_fn (function, optional): the averaging function used to update 2025-09-07T06:38:43.8705180Z parameters; the function must take in the current value of the 2025-09-07T06:38:43.8705510Z :class:`AveragedModel` parameter, the current value of :attr:`model` 2025-09-07T06:38:43.8705830Z parameter, and the number of models already averaged; if None, 2025-09-07T06:38:43.8706200Z an equally weighted average is used (default: None) 2025-09-07T06:38:43.8706510Z multi_avg_fn (function, optional): the averaging function used to update 2025-09-07T06:38:43.8706850Z parameters inplace; the function must take in the current values of the 2025-09-07T06:38:43.8707230Z :class:`AveragedModel` parameters as a list, the current values of :attr:`model` 2025-09-07T06:38:43.8707600Z parameters as a list, and the number of models already averaged; if None, 2025-09-07T06:38:43.8707910Z an equally weighted average is used (default: None) 2025-09-07T06:38:43.8708200Z use_buffers (bool): if ``True``, it will compute running averages for 2025-09-07T06:38:43.8708560Z both the parameters and the buffers of the model. (default: ``False``) 2025-09-07T06:38:43.8708760Z 2025-09-07T06:38:43.8708810Z Example: 2025-09-07T06:38:43.8708960Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:43.8709180Z >>> loader, optimizer, model, loss_fn = ... 2025-09-07T06:38:43.8709430Z >>> swa_model = torch.optim.swa_utils.AveragedModel(model) 2025-09-07T06:38:43.8709750Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingLR(optimizer, 2025-09-07T06:38:43.8710020Z >>> T_max=300) 2025-09-07T06:38:43.8710210Z >>> swa_start = 160 2025-09-07T06:38:43.8710400Z >>> swa_scheduler = SWALR(optimizer, swa_lr=0.05) 2025-09-07T06:38:43.8710610Z >>> for i in range(300): 2025-09-07T06:38:43.8710800Z >>> for input, target in loader: 2025-09-07T06:38:43.8711000Z >>> optimizer.zero_grad() 2025-09-07T06:38:43.8711210Z >>> loss_fn(model(input), target).backward() 2025-09-07T06:38:43.8711420Z >>> optimizer.step() 2025-09-07T06:38:43.8711600Z >>> if i > swa_start: 2025-09-07T06:38:43.8711800Z >>> swa_model.update_parameters(model) 2025-09-07T06:38:43.8712010Z >>> swa_scheduler.step() 2025-09-07T06:38:43.8712210Z >>> else: 2025-09-07T06:38:43.8712360Z >>> scheduler.step() 2025-09-07T06:38:43.8712520Z >>> 2025-09-07T06:38:43.8712690Z >>> # Update bn statistics for the swa_model at the end 2025-09-07T06:38:43.8712950Z >>> torch.optim.swa_utils.update_bn(loader, swa_model) 2025-09-07T06:38:43.8713110Z 2025-09-07T06:38:43.8713320Z You can also use custom averaging functions with the `avg_fn` or `multi_avg_fn` parameters. 2025-09-07T06:38:43.8713690Z If no averaging function is provided, the default is to compute 2025-09-07T06:38:43.8713960Z equally-weighted average of the weights (SWA). 2025-09-07T06:38:43.8714120Z 2025-09-07T06:38:43.8714160Z Example: 2025-09-07T06:38:43.8714320Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:43.8714590Z >>> # Compute exponential moving averages of the weights and buffers 2025-09-07T06:38:43.8714890Z >>> ema_model = torch.optim.swa_utils.AveragedModel(model, 2025-09-07T06:38:43.8715200Z >>> torch.optim.swa_utils.get_ema_multi_avg_fn(0.9), use_buffers=True) 2025-09-07T06:38:43.8715410Z 2025-09-07T06:38:43.8715450Z .. note:: 2025-09-07T06:38:43.8715660Z When using SWA/EMA with models containing Batch Normalization you may 2025-09-07T06:38:43.8715980Z need to update the activation statistics for Batch Normalization. 2025-09-07T06:38:43.8716330Z This can be done either by using the :meth:`torch.optim.swa_utils.update_bn` 2025-09-07T06:38:43.8716670Z or by setting :attr:`use_buffers` to `True`. The first approach updates the 2025-09-07T06:38:43.8717030Z statistics in a post-training step by passing data through the model. The 2025-09-07T06:38:43.8717380Z second does it during the parameter update phase by averaging all buffers. 2025-09-07T06:38:43.8717780Z Empirical evidence has shown that updating the statistics in normalization 2025-09-07T06:38:43.8718140Z layers increases accuracy, but you may wish to empirically test which 2025-09-07T06:38:43.8718440Z approach yields the best results in your problem. 2025-09-07T06:38:43.8718600Z 2025-09-07T06:38:43.8718640Z .. note:: 2025-09-07T06:38:43.8718880Z :attr:`avg_fn` and `multi_avg_fn` are not saved in the :meth:`state_dict` of the model. 2025-09-07T06:38:43.8719100Z 2025-09-07T06:38:43.8719140Z .. note:: 2025-09-07T06:38:43.8719340Z When :meth:`update_parameters` is called for the first time (i.e. 2025-09-07T06:38:43.8719650Z :attr:`n_averaged` is `0`) the parameters of `model` are copied 2025-09-07T06:38:43.8719950Z to the parameters of :class:`AveragedModel`. For every subsequent 2025-09-07T06:38:43.8720280Z call of :meth:`update_parameters` the function `avg_fn` is used 2025-09-07T06:38:43.8720520Z to update the parameters. 2025-09-07T06:38:43.8720640Z 2025-09-07T06:38:43.8720780Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-09-07T06:38:43.8721050Z https://arxiv.org/abs/1803.05407 2025-09-07T06:38:43.8721320Z .. _There Are Many Consistent Explanations of Unlabeled Data: Why You Should 2025-09-07T06:38:43.8721580Z Average: 2025-09-07T06:38:43.8721730Z https://arxiv.org/abs/1806.05594 2025-09-07T06:38:43.8721990Z .. _SWALP: Stochastic Weight Averaging in Low-Precision Training: 2025-09-07T06:38:43.8722240Z https://arxiv.org/abs/1904.11943 2025-09-07T06:38:43.8722510Z .. _Stochastic Weight Averaging in Parallel: Large-Batch Training That 2025-09-07T06:38:43.8722770Z Generalizes Well: 2025-09-07T06:38:43.8722930Z https://arxiv.org/abs/2001.02312 2025-09-07T06:38:43.8723120Z .. _Polyak averaging: 2025-09-07T06:38:43.8723320Z https://paperswithcode.com/method/polyak-averaging 2025-09-07T06:38:43.8723530Z 2025-09-07T06:38:43.8723740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9032500Z 2025-09-07T06:38:43.9032970Z msg = Cannot scrape callname=SWALR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/swa_utils.py line=375. 2025-09-07T06:38:43.9033760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9034120Z Anneals the learning rate in each parameter group to a fixed value. 2025-09-07T06:38:43.9034320Z 2025-09-07T06:38:43.9034510Z This learning rate scheduler is meant to be used with Stochastic Weight 2025-09-07T06:38:43.9034870Z Averaging (SWA) method (see `torch.optim.swa_utils.AveragedModel`). 2025-09-07T06:38:43.9035070Z 2025-09-07T06:38:43.9035120Z Args: 2025-09-07T06:38:43.9035300Z optimizer (torch.optim.Optimizer): wrapped optimizer 2025-09-07T06:38:43.9035610Z swa_lrs (float or list): the learning rate value for all param groups 2025-09-07T06:38:43.9035890Z together or separately for each group. 2025-09-07T06:38:43.9036180Z annealing_epochs (int): number of epochs in the annealing phase 2025-09-07T06:38:43.9036430Z (default: 10) 2025-09-07T06:38:43.9036670Z annealing_strategy (str): "cos" or "linear"; specifies the annealing 2025-09-07T06:38:43.9037000Z strategy: "cos" for cosine annealing, "linear" for linear annealing 2025-09-07T06:38:43.9037250Z (default: "cos") 2025-09-07T06:38:43.9037460Z last_epoch (int): the index of the last epoch (default: -1) 2025-09-07T06:38:43.9037640Z 2025-09-07T06:38:43.9037750Z The :class:`SWALR` scheduler can be used together with other 2025-09-07T06:38:43.9038060Z schedulers to switch to a constant learning rate late in the training 2025-09-07T06:38:43.9038320Z as in the example below. 2025-09-07T06:38:43.9038430Z 2025-09-07T06:38:43.9038480Z Example: 2025-09-07T06:38:43.9038640Z >>> # xdoctest: +SKIP("Undefined variables") 2025-09-07T06:38:43.9038940Z >>> loader, optimizer, model = ... 2025-09-07T06:38:43.9039140Z >>> lr_lambda = lambda epoch: 0.9 2025-09-07T06:38:43.9039410Z >>> scheduler = torch.optim.lr_scheduler.MultiplicativeLR(optimizer, 2025-09-07T06:38:43.9039670Z >>> lr_lambda=lr_lambda) 2025-09-07T06:38:43.9039910Z >>> swa_scheduler = torch.optim.swa_utils.SWALR(optimizer, 2025-09-07T06:38:43.9040190Z >>> anneal_strategy="linear", anneal_epochs=20, swa_lr=0.05) 2025-09-07T06:38:43.9040410Z >>> swa_start = 160 2025-09-07T06:38:43.9040570Z >>> for i in range(300): 2025-09-07T06:38:43.9040760Z >>> for input, target in loader: 2025-09-07T06:38:43.9040960Z >>> optimizer.zero_grad() 2025-09-07T06:38:43.9041260Z >>> loss_fn(model(input), target).backward() 2025-09-07T06:38:43.9041470Z >>> optimizer.step() 2025-09-07T06:38:43.9041650Z >>> if i > swa_start: 2025-09-07T06:38:43.9041830Z >>> swa_scheduler.step() 2025-09-07T06:38:43.9042010Z >>> else: 2025-09-07T06:38:43.9042150Z >>> scheduler.step() 2025-09-07T06:38:43.9042280Z 2025-09-07T06:38:43.9042410Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-09-07T06:38:43.9042680Z https://arxiv.org/abs/1803.05407 2025-09-07T06:38:43.9042850Z 2025-09-07T06:38:43.9043060Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9043280Z 2025-09-07T06:38:43.9043690Z msg = Cannot scrape callname=Optimizer.load_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/optimizer.py line=868. 2025-09-07T06:38:43.9044300Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9044580Z Load the optimizer state. 2025-09-07T06:38:43.9044690Z 2025-09-07T06:38:43.9044730Z Args: 2025-09-07T06:38:43.9044930Z state_dict (dict): optimizer state. Should be an object returned 2025-09-07T06:38:43.9045190Z from a call to :meth:`state_dict`. 2025-09-07T06:38:43.9045360Z 2025-09-07T06:38:43.9045420Z .. warning:: 2025-09-07T06:38:43.9045720Z Make sure this method is called after initializing :class:`torch.optim.lr_scheduler.LRScheduler`, 2025-09-07T06:38:43.9046130Z as calling it beforehand will overwrite the loaded learning rates. 2025-09-07T06:38:43.9046330Z 2025-09-07T06:38:43.9046440Z .. note:: 2025-09-07T06:38:43.9046710Z The names of the parameters (if they exist under the "param_names" key of each param group 2025-09-07T06:38:43.9047070Z in :meth:`state_dict`) will not affect the loading process. 2025-09-07T06:38:43.9047470Z To use the parameters' names for custom cases (such as when the parameters in the loaded state dict 2025-09-07T06:38:43.9047820Z differ from those initialized in the optimizer), 2025-09-07T06:38:43.9048170Z a custom ``register_load_state_dict_pre_hook`` should be implemented to adapt the loaded dict 2025-09-07T06:38:43.9048480Z accordingly. 2025-09-07T06:38:43.9048750Z If ``param_names`` exist in loaded state dict ``param_groups`` they will be saved and override 2025-09-07T06:38:43.9049190Z the current names, if present, in the optimizer state. If they do not exist in loaded state dict, 2025-09-07T06:38:43.9049540Z the optimizer ``param_names`` will remain unchanged. 2025-09-07T06:38:43.9049700Z 2025-09-07T06:38:43.9049750Z Example: 2025-09-07T06:38:43.9049890Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.9050070Z >>> model = torch.nn.Linear(10, 10) 2025-09-07T06:38:43.9050320Z >>> optim = torch.optim.SGD(model.parameters(), lr=3e-4) 2025-09-07T06:38:43.9050590Z >>> scheduler1 = torch.optim.lr_scheduler.LinearLR( 2025-09-07T06:38:43.9050800Z ... optim, 2025-09-07T06:38:43.9051000Z ... start_factor=0.1, 2025-09-07T06:38:43.9051170Z ... end_factor=1, 2025-09-07T06:38:43.9051340Z ... total_iters=20, 2025-09-07T06:38:43.9051500Z ... ) 2025-09-07T06:38:43.9051700Z >>> scheduler2 = torch.optim.lr_scheduler.CosineAnnealingLR( 2025-09-07T06:38:43.9051930Z ... optim, 2025-09-07T06:38:43.9052080Z ... T_max=80, 2025-09-07T06:38:43.9052230Z ... eta_min=3e-5, 2025-09-07T06:38:43.9052390Z ... ) 2025-09-07T06:38:43.9052560Z >>> lr = torch.optim.lr_scheduler.SequentialLR( 2025-09-07T06:38:43.9052770Z ... optim, 2025-09-07T06:38:43.9052950Z ... schedulers=[scheduler1, scheduler2], 2025-09-07T06:38:43.9053180Z ... milestones=[20], 2025-09-07T06:38:43.9053340Z ... ) 2025-09-07T06:38:43.9053510Z >>> lr.load_state_dict(torch.load("./save_seq.pt")) 2025-09-07T06:38:43.9053800Z >>> # now load the optimizer checkpoint after loading the LRScheduler 2025-09-07T06:38:43.9054090Z >>> optim.load_state_dict(torch.load("./save_optim.pt")) 2025-09-07T06:38:43.9054260Z 2025-09-07T06:38:43.9054310Z 2025-09-07T06:38:43.9054520Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9054740Z 2025-09-07T06:38:43.9055160Z msg = Cannot scrape callname=SelectiveCheckpointContext in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1226. 2025-09-07T06:38:43.9055800Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9056030Z 2025-09-07T06:38:43.9056150Z Context passed to policy function during selective checkpointing. 2025-09-07T06:38:43.9056350Z 2025-09-07T06:38:43.9056490Z This class is used to pass relevant metadata to the policy function during 2025-09-07T06:38:43.9056850Z selective checkpointing. The metadata includes whether the current invocation 2025-09-07T06:38:43.9057170Z of the policy function is during recomputation or not. 2025-09-07T06:38:43.9057390Z 2025-09-07T06:38:43.9057440Z Example: 2025-09-07T06:38:43.9057560Z >>> # xdoctest: +SKIP(stub) 2025-09-07T06:38:43.9057710Z >>> 2025-09-07T06:38:43.9057850Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-09-07T06:38:43.9058060Z >>> print(ctx.is_recompute) 2025-09-07T06:38:43.9058220Z >>> 2025-09-07T06:38:43.9058470Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-09-07T06:38:43.9058760Z >>> 2025-09-07T06:38:43.9058920Z >>> out = torch.utils.checkpoint.checkpoint( 2025-09-07T06:38:43.9059120Z >>> fn, x, y, 2025-09-07T06:38:43.9059280Z >>> use_reentrant=False, 2025-09-07T06:38:43.9059450Z >>> context_fn=context_fn, 2025-09-07T06:38:43.9059620Z >>> ) 2025-09-07T06:38:43.9059760Z 2025-09-07T06:38:43.9059920Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9060150Z 2025-09-07T06:38:43.9060600Z msg = Cannot scrape callname=create_selective_checkpoint_contexts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1366. 2025-09-07T06:38:43.9061250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9061470Z 2025-09-07T06:38:43.9061620Z Helper to avoid recomputing certain ops during activation checkpointing. 2025-09-07T06:38:43.9061820Z 2025-09-07T06:38:43.9061950Z Use this with `torch.utils.checkpoint.checkpoint` to control which 2025-09-07T06:38:43.9062240Z operations are recomputed during the backward pass. 2025-09-07T06:38:43.9062410Z 2025-09-07T06:38:43.9062450Z Args: 2025-09-07T06:38:43.9062580Z policy_fn_or_list (Callable or List): 2025-09-07T06:38:43.9062820Z - If a policy function is provided, it should accept a 2025-09-07T06:38:43.9063160Z :class:`SelectiveCheckpointContext`, the :class:`OpOverload`, args and 2025-09-07T06:38:43.9063500Z kwargs to the op, and return a :class:`CheckpointPolicy` enum value 2025-09-07T06:38:43.9063850Z indicating whether the execution of the op should be recomputed or not. 2025-09-07T06:38:43.9064180Z - If a list of operations is provided, it is equivalent to a policy 2025-09-07T06:38:43.9064480Z returning `CheckpointPolicy.MUST_SAVE` for the specified 2025-09-07T06:38:43.9064790Z operations and `CheckpointPolicy.PREFER_RECOMPUTE` for all other 2025-09-07T06:38:43.9065030Z operations. 2025-09-07T06:38:43.9065250Z allow_cache_entry_mutation (bool, optional): By default, an error is 2025-09-07T06:38:43.9065580Z raised if any tensors cached by selective activation checkpoint are 2025-09-07T06:38:43.9065930Z mutated in order to ensure correctness. If set to `True`, this check 2025-09-07T06:38:43.9066180Z is disabled. 2025-09-07T06:38:43.9066320Z Returns: 2025-09-07T06:38:43.9066450Z A tuple of two context managers. 2025-09-07T06:38:43.9066570Z 2025-09-07T06:38:43.9066620Z Example: 2025-09-07T06:38:43.9066750Z >>> # xdoctest: +REQUIRES(LINUX) 2025-09-07T06:38:43.9066920Z >>> import functools 2025-09-07T06:38:43.9067050Z >>> 2025-09-07T06:38:43.9067190Z >>> x = torch.rand(10, 10, requires_grad=True) 2025-09-07T06:38:43.9067400Z >>> y = torch.rand(10, 10, requires_grad=True) 2025-09-07T06:38:43.9067590Z >>> 2025-09-07T06:38:43.9067700Z >>> ops_to_save = [ 2025-09-07T06:38:43.9067850Z >>> torch.ops.aten.mm.default, 2025-09-07T06:38:43.9068030Z >>> ] 2025-09-07T06:38:43.9068140Z >>> 2025-09-07T06:38:43.9068270Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-09-07T06:38:43.9068470Z >>> if op in ops_to_save: 2025-09-07T06:38:43.9068660Z >>> return CheckpointPolicy.MUST_SAVE 2025-09-07T06:38:43.9068840Z >>> else: 2025-09-07T06:38:43.9069010Z >>> return CheckpointPolicy.PREFER_RECOMPUTE 2025-09-07T06:38:43.9069200Z >>> 2025-09-07T06:38:43.9069420Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-09-07T06:38:43.9069750Z >>> 2025-09-07T06:38:43.9069860Z >>> # or equivalently 2025-09-07T06:38:43.9070130Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, ops_to_save) 2025-09-07T06:38:43.9070400Z >>> 2025-09-07T06:38:43.9070500Z >>> def fn(x, y): 2025-09-07T06:38:43.9070730Z >>> return torch.sigmoid(torch.matmul(torch.matmul(x, y), y)) * y 2025-09-07T06:38:43.9075650Z >>> 2025-09-07T06:38:43.9075810Z >>> out = torch.utils.checkpoint.checkpoint( 2025-09-07T06:38:43.9076010Z >>> fn, x, y, 2025-09-07T06:38:43.9076160Z >>> use_reentrant=False, 2025-09-07T06:38:43.9076340Z >>> context_fn=context_fn, 2025-09-07T06:38:43.9076510Z >>> ) 2025-09-07T06:38:43.9076580Z 2025-09-07T06:38:43.9076730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9076940Z 2025-09-07T06:38:43.9077370Z msg = Cannot scrape callname=ThroughputBenchmark in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/throughput_benchmark.py line=61. 2025-09-07T06:38:43.9078020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9078240Z 2025-09-07T06:38:43.9078420Z This class is a wrapper around a c++ component throughput_benchmark::ThroughputBenchmark. 2025-09-07T06:38:43.9078670Z 2025-09-07T06:38:43.9078850Z This wrapper on the throughput_benchmark::ThroughputBenchmark component is responsible 2025-09-07T06:38:43.9079240Z for executing a PyTorch module (nn.Module or ScriptModule) under an inference 2025-09-07T06:38:43.9079600Z server like load. It can emulate multiple calling threads to a single module 2025-09-07T06:38:43.9079950Z provided. In the future we plan to enhance this component to support inter and 2025-09-07T06:38:43.9080420Z intra-op parallelism as well as multiple models running in a single process. 2025-09-07T06:38:43.9080630Z 2025-09-07T06:38:43.9080790Z Please note that even though nn.Module is supported, it might incur an overhead 2025-09-07T06:38:43.9081140Z from the need to hold GIL every time we execute Python code or pass around 2025-09-07T06:38:43.9081490Z inputs as Python objects. As soon as you have a ScriptModule version of your 2025-09-07T06:38:43.9081840Z model for inference deployment it is better to switch to using it in this 2025-09-07T06:38:43.9082090Z benchmark. 2025-09-07T06:38:43.9082170Z 2025-09-07T06:38:43.9082220Z Example:: 2025-09-07T06:38:43.9082290Z 2025-09-07T06:38:43.9082350Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:43.9082570Z >>> from torch.utils import ThroughputBenchmark 2025-09-07T06:38:43.9082820Z >>> bench = ThroughputBenchmark(my_module) 2025-09-07T06:38:43.9083060Z >>> # Pre-populate benchmark's data set with the inputs 2025-09-07T06:38:43.9083280Z >>> for input in inputs: 2025-09-07T06:38:43.9083520Z ... # Both args and kwargs work, same as any PyTorch Module / ScriptModule 2025-09-07T06:38:43.9083800Z ... bench.add_input(input[0], x2=input[1]) 2025-09-07T06:38:43.9084060Z >>> # Inputs supplied above are randomly used during the execution 2025-09-07T06:38:43.9084310Z >>> stats = bench.benchmark( 2025-09-07T06:38:43.9084480Z ... num_calling_threads=4, 2025-09-07T06:38:43.9084660Z ... num_warmup_iters = 100, 2025-09-07T06:38:43.9084830Z ... num_iters = 1000, 2025-09-07T06:38:43.9084990Z ... ) 2025-09-07T06:38:43.9085170Z >>> print("Avg latency (ms): {}".format(stats.latency_avg_ms)) 2025-09-07T06:38:43.9085450Z >>> print("Number of iterations: {}".format(stats.num_iters)) 2025-09-07T06:38:43.9085630Z 2025-09-07T06:38:43.9085780Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9085990Z 2025-09-07T06:38:43.9086400Z msg = Cannot scrape callname=register_pytree_node in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py line=134. 2025-09-07T06:38:43.9087050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9087350Z Register a container-like type as pytree node. 2025-09-07T06:38:43.9087500Z 2025-09-07T06:38:43.9087540Z Args: 2025-09-07T06:38:43.9087730Z cls (type): A Python type to treat as an internal pytree node. 2025-09-07T06:38:43.9088090Z flatten_fn (callable): A function to be used during flattening, taking an instance of 2025-09-07T06:38:43.9088480Z ``cls`` and returning a pair, with (1) an iterable for the children to be flattened 2025-09-07T06:38:43.9088880Z recursively, and (2) some hashable auxiliary data to be stored in the treespec and to be 2025-09-07T06:38:43.9089190Z passed to the ``unflatten_fn``. 2025-09-07T06:38:43.9089490Z unflatten_fn (callable): A function taking two arguments: the auxiliary data that was 2025-09-07T06:38:43.9089880Z returned by ``flatten_fn`` and stored in the treespec, and the unflattened children. 2025-09-07T06:38:43.9090200Z The function should return an instance of ``cls``. 2025-09-07T06:38:43.9090520Z serialized_type_name (str, optional): A keyword argument used to specify the fully 2025-09-07T06:38:43.9090850Z qualified name used when serializing the tree spec. 2025-09-07T06:38:43.9091200Z to_dumpable_context (callable, optional): An optional keyword argument to custom specify how 2025-09-07T06:38:43.9091620Z to convert the context of the pytree to a custom json dumpable representation. This is 2025-09-07T06:38:43.9092020Z used for json serialization, which is being used in :mod:`torch.export` right now. 2025-09-07T06:38:43.9092420Z from_dumpable_context (callable, optional): An optional keyword argument to custom specify 2025-09-07T06:38:43.9092870Z how to convert the custom json dumpable representation of the context back to the 2025-09-07T06:38:43.9093260Z original context. This is used for json deserialization, which is being used in 2025-09-07T06:38:43.9093560Z :mod:`torch.export` right now. 2025-09-07T06:38:43.9093690Z 2025-09-07T06:38:43.9093740Z Example:: 2025-09-07T06:38:43.9093820Z 2025-09-07T06:38:43.9093880Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.9094080Z >>> # Registry a Python type with lambda functions 2025-09-07T06:38:43.9094280Z >>> register_pytree_node( 2025-09-07T06:38:43.9094440Z ... set, 2025-09-07T06:38:43.9094600Z ... lambda s: (sorted(s), None, None), 2025-09-07T06:38:43.9094820Z ... lambda children, _: set(children), 2025-09-07T06:38:43.9095030Z ... ) 2025-09-07T06:38:43.9095140Z 2025-09-07T06:38:43.9095350Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9095570Z 2025-09-07T06:38:43.9095970Z msg = Cannot scrape callname=CppExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1158. 2025-09-07T06:38:43.9096580Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9096810Z 2025-09-07T06:38:43.9096890Z Create a :class:`setuptools.Extension` for C++. 2025-09-07T06:38:43.9097050Z 2025-09-07T06:38:43.9097200Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-09-07T06:38:43.9097550Z bare minimum (but often sufficient) arguments to build a C++ extension. 2025-09-07T06:38:43.9097750Z 2025-09-07T06:38:43.9097880Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-09-07T06:38:43.9098160Z constructor. Full list arguments can be found at 2025-09-07T06:38:43.9098510Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-09-07T06:38:43.9098770Z 2025-09-07T06:38:43.9098820Z .. warning:: 2025-09-07T06:38:43.9099030Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-09-07T06:38:43.9099410Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-09-07T06:38:43.9099720Z the user's responsibility in their library to not use APIs from 2025-09-07T06:38:43.9100050Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-09-07T06:38:43.9100390Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-09-07T06:38:43.9100840Z example, to give access to custom ops from python, the library should 2025-09-07T06:38:43.9101110Z register the ops through the dispatcher. 2025-09-07T06:38:43.9101260Z 2025-09-07T06:38:43.9101390Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-09-07T06:38:43.9101720Z as a compile flag when py_limited_api is specified as an option for 2025-09-07T06:38:43.9102040Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-09-07T06:38:43.9102360Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-09-07T06:38:43.9102690Z safety, and sanity in order to encourage best practices. To target a 2025-09-07T06:38:43.9103010Z different version, set min_supported_cpython to the hexcode of the 2025-09-07T06:38:43.9103270Z CPython version of choice. 2025-09-07T06:38:43.9103380Z 2025-09-07T06:38:43.9103430Z Example: 2025-09-07T06:38:43.9103540Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.9103720Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:43.9103950Z >>> from setuptools import setup 2025-09-07T06:38:43.9104210Z >>> from torch.utils.cpp_extension import BuildExtension, CppExtension 2025-09-07T06:38:43.9104460Z >>> setup( 2025-09-07T06:38:43.9104590Z ... name='extension', 2025-09-07T06:38:43.9104760Z ... ext_modules=[ 2025-09-07T06:38:43.9104910Z ... CppExtension( 2025-09-07T06:38:43.9105070Z ... name='extension', 2025-09-07T06:38:43.9105300Z ... sources=['extension.cpp'], 2025-09-07T06:38:43.9105510Z ... extra_compile_args=['-g'], 2025-09-07T06:38:43.9105740Z ... extra_link_args=['-Wl,--no-as-needed', '-lm']) 2025-09-07T06:38:43.9105950Z ... ], 2025-09-07T06:38:43.9106070Z ... cmdclass={ 2025-09-07T06:38:43.9106220Z ... 'build_ext': BuildExtension 2025-09-07T06:38:43.9106390Z ... }) 2025-09-07T06:38:43.9106470Z 2025-09-07T06:38:43.9106620Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:43.9106830Z 2025-09-07T06:38:43.9107220Z msg = Cannot scrape callname=CUDAExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1228. 2025-09-07T06:38:43.9107850Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:43.9108070Z 2025-09-07T06:38:43.9108170Z Create a :class:`setuptools.Extension` for CUDA/C++. 2025-09-07T06:38:43.9108330Z 2025-09-07T06:38:43.9108480Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-09-07T06:38:43.9108810Z bare minimum (but often sufficient) arguments to build a CUDA/C++ 2025-09-07T06:38:43.9109130Z extension. This includes the CUDA include path, library path and runtime 2025-09-07T06:38:43.9109370Z library. 2025-09-07T06:38:43.9109440Z 2025-09-07T06:38:43.9109560Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-09-07T06:38:43.9109830Z constructor. Full list arguments can be found at 2025-09-07T06:38:43.9110170Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-09-07T06:38:43.9110430Z 2025-09-07T06:38:43.9110470Z .. warning:: 2025-09-07T06:38:43.9110690Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-09-07T06:38:43.9111020Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-09-07T06:38:43.9111330Z the user's responsibility in their library to not use APIs from 2025-09-07T06:38:43.9111650Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-09-07T06:38:43.9112020Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-09-07T06:38:43.9112340Z example, to give access to custom ops from python, the library should 2025-09-07T06:38:43.9112610Z register the ops through the dispatcher. 2025-09-07T06:38:43.9112750Z 2025-09-07T06:38:43.9112900Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-09-07T06:38:43.9113220Z as a compile flag when py_limited_api is specified as an option for 2025-09-07T06:38:43.9113540Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-09-07T06:38:43.9113860Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-09-07T06:38:43.9114190Z safety, and sanity in order to encourage best practices. To target a 2025-09-07T06:38:43.9114510Z different version, set min_supported_cpython to the hexcode of the 2025-09-07T06:38:43.9114760Z CPython version of choice. 2025-09-07T06:38:43.9114870Z 2025-09-07T06:38:43.9114920Z Example: 2025-09-07T06:38:43.9115030Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.9115220Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:43.9115430Z >>> from setuptools import setup 2025-09-07T06:38:43.9115690Z >>> from torch.utils.cpp_extension import BuildExtension, CUDAExtension 2025-09-07T06:38:43.9115940Z >>> setup( 2025-09-07T06:38:43.9116070Z ... name='cuda_extension', 2025-09-07T06:38:43.9116240Z ... ext_modules=[ 2025-09-07T06:38:43.9116390Z ... CUDAExtension( 2025-09-07T06:38:43.9116570Z ... name='cuda_extension', 2025-09-07T06:38:43.9116800Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-09-07T06:38:43.9117050Z ... extra_compile_args={'cxx': ['-g'], 2025-09-07T06:38:43.9117300Z ... 'nvcc': ['-O2']}, 2025-09-07T06:38:43.9117540Z ... extra_link_args=['-Wl,--no-as-needed', '-lcuda']) 2025-09-07T06:38:43.9117740Z ... ], 2025-09-07T06:38:43.9117860Z ... cmdclass={ 2025-09-07T06:38:43.9118010Z ... 'build_ext': BuildExtension 2025-09-07T06:38:43.9118180Z ... }) 2025-09-07T06:38:43.9118260Z 2025-09-07T06:38:43.9118310Z Compute capabilities: 2025-09-07T06:38:43.9118400Z 2025-09-07T06:38:43.9118580Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-09-07T06:38:43.9119030Z building process of the extension, plus PTX. If down the road a new card is installed the 2025-09-07T06:38:43.9119440Z extension may need to be recompiled. If a visible card has a compute capability (CC) that's 2025-09-07T06:38:43.9119900Z newer than the newest version for which your nvcc can build fully-compiled binaries, PyTorch 2025-09-07T06:38:43.9120310Z will make nvcc fall back to building kernels with the newest version of PTX your nvcc does 2025-09-07T06:38:43.9120610Z support (see below for details on PTX). 2025-09-07T06:38:43.9120750Z 2025-09-07T06:38:43.9120930Z You can override the default behavior using `TORCH_CUDA_ARCH_LIST` to explicitly specify which 2025-09-07T06:38:43.9121240Z CCs you want the extension to support: 2025-09-07T06:38:43.9121380Z 2025-09-07T06:38:43.9121490Z ``TORCH_CUDA_ARCH_LIST="6.1 8.6" python build_my_extension.py`` 2025-09-07T06:38:43.9121820Z ``TORCH_CUDA_ARCH_LIST="5.2 6.0 6.1 7.0 7.5 8.0 8.6+PTX" python build_my_extension.py`` 2025-09-07T06:38:43.9122030Z 2025-09-07T06:38:43.9122220Z The +PTX option causes extension kernel binaries to include PTX instructions for the specified 2025-09-07T06:38:43.9122650Z CC. PTX is an intermediate representation that allows kernels to runtime-compile for any CC >= 2025-09-07T06:38:43.9123090Z the specified CC (for example, 8.6+PTX generates PTX that can runtime-compile for any GPU with 2025-09-07T06:38:43.9123510Z CC >= 8.6). This improves your binary's forward compatibility. However, relying on older PTX to 2025-09-07T06:38:43.9123960Z provide forward compat by runtime-compiling for newer CCs can modestly reduce performance on 2025-09-07T06:38:43.9124380Z those newer CCs. If you know exact CC(s) of the GPUs you want to target, you're always better 2025-09-07T06:38:43.9124790Z off specifying them individually. For example, if you want your extension to run on 8.0 and 8.6, 2025-09-07T06:38:43.9125250Z "8.0+PTX" would work functionally because it includes PTX that can runtime-compile for 8.6, but 2025-09-07T06:38:43.9125560Z "8.0 8.6" would be better. 2025-09-07T06:38:43.9125660Z 2025-09-07T06:38:43.9125840Z Note that while it's possible to include all supported archs, the more archs get included the 2025-09-07T06:38:43.9126260Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-09-07T06:38:43.9126490Z 2025-09-07T06:38:43.9126690Z Note that CUDA-11.5 nvcc will hit internal compiler error while parsing torch/extension.h on Windows. 2025-09-07T06:38:43.9127080Z To workaround the issue, move python binding logic to pure C++ file. 2025-09-07T06:38:43.9127270Z 2025-09-07T06:38:43.9127320Z Example use: 2025-09-07T06:38:43.9127440Z #include 2025-09-07T06:38:43.9127640Z at::Tensor SigmoidAlphaBlendForwardCuda(....) 2025-09-07T06:38:43.9127790Z 2025-09-07T06:38:43.9127840Z Instead of: 2025-09-07T06:38:43.9127960Z #include 2025-09-07T06:38:43.9128170Z torch::Tensor SigmoidAlphaBlendForwardCuda(...) 2025-09-07T06:38:43.9128330Z 2025-09-07T06:38:43.9128490Z Currently open issue for nvcc bug: https://github.com/pytorch/pytorch/issues/69460 2025-09-07T06:38:43.9129010Z Complete workaround code example: https://github.com/facebookresearch/pytorch3d/commit/cb170ac024a949f1f9614ffe6af1c38d972f7d48 2025-09-07T06:38:43.9129370Z 2025-09-07T06:38:43.9129430Z Relocatable device code linking: 2025-09-07T06:38:43.9129550Z 2025-09-07T06:38:43.9129760Z If you want to reference device symbols across compilation units (across object files), 2025-09-07T06:38:43.9130150Z the object files need to be built with `relocatable device code` (-rdc=true or -dc). 2025-09-07T06:38:43.9130590Z An exception to this rule is "dynamic parallelism" (nested kernel launches) which is not used a lot anymore. 2025-09-07T06:38:43.9131070Z `Relocatable device code` is less optimized so it needs to be used only on object files that need it. 2025-09-07T06:38:43.9131520Z Using `-dlto` (Device Link Time Optimization) at the device code compilation step and `dlink` step 2025-09-07T06:38:43.9131880Z helps reduce the protentional perf degradation of `-rdc`. 2025-09-07T06:38:43.9132150Z Note that it needs to be used at both steps to be useful. 2025-09-07T06:38:43.9132400Z 2025-09-07T06:38:43.9132620Z If you have `rdc` objects you need to have an extra `-dlink` (device linking) step before the CPU symbol linking step. 2025-09-07T06:38:43.9133000Z There is also a case where `-dlink` is used without `-rdc`: 2025-09-07T06:38:43.9133330Z when an extension is linked against a static lib containing rdc-compiled objects 2025-09-07T06:38:43.9133680Z like the [NVSHMEM library](https://developer.nvidia.com/nvshmem). 2025-09-07T06:38:43.9133870Z 2025-09-07T06:38:43.9134000Z Note: Ninja is required to build a CUDA Extension with RDC linking. 2025-09-07T06:38:43.9134190Z 2025-09-07T06:38:43.9134230Z Example: 2025-09-07T06:38:43.9134350Z >>> # xdoctest: +SKIP 2025-09-07T06:38:43.9134540Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:43.9134740Z >>> CUDAExtension( 2025-09-07T06:38:43.9134890Z ... name='cuda_extension', 2025-09-07T06:38:43.9135110Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-09-07T06:38:43.9135320Z ... dlink=True, 2025-09-07T06:38:43.9135480Z ... dlink_libraries=["dlink_lib"], 2025-09-07T06:38:43.9135690Z ... extra_compile_args={'cxx': ['-g'], 2025-09-07T06:38:43.9135910Z ... 'nvcc': ['-O2', '-rdc=true']}) 2025-09-07T06:38:43.9136050Z 2025-09-07T06:38:43.9136230Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0503140Z 2025-09-07T06:38:44.0503820Z msg = Cannot scrape callname=SyclExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1420. 2025-09-07T06:38:44.0504690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0504930Z 2025-09-07T06:38:44.0505040Z Creates a :class:`setuptools.Extension` for SYCL/C++. 2025-09-07T06:38:44.0505210Z 2025-09-07T06:38:44.0505360Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-09-07T06:38:44.0505710Z bare minimum (but often sufficient) arguments to build a SYCL/C++ 2025-09-07T06:38:44.0505950Z extension. 2025-09-07T06:38:44.0506060Z 2025-09-07T06:38:44.0506190Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-09-07T06:38:44.0506440Z constructor. 2025-09-07T06:38:44.0506520Z 2025-09-07T06:38:44.0506590Z .. warning:: 2025-09-07T06:38:44.0506810Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-09-07T06:38:44.0507160Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-09-07T06:38:44.0507490Z the user's responsibility in their library to not use APIs from 2025-09-07T06:38:44.0507820Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-09-07T06:38:44.0508160Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-09-07T06:38:44.0508480Z example, to give access to custom ops from python, the library should 2025-09-07T06:38:44.0508760Z register the ops through the dispatcher. 2025-09-07T06:38:44.0508900Z 2025-09-07T06:38:44.0509040Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-09-07T06:38:44.0509560Z as a compile flag when py_limited_api is specified as an option for 2025-09-07T06:38:44.0509880Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-09-07T06:38:44.0510220Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-09-07T06:38:44.0510550Z safety, and sanity in order to encourage best practices. To target a 2025-09-07T06:38:44.0510880Z different version, set min_supported_cpython to the hexcode of the 2025-09-07T06:38:44.0511140Z CPython version of choice. 2025-09-07T06:38:44.0511250Z 2025-09-07T06:38:44.0511300Z Example: 2025-09-07T06:38:44.0511420Z >>> # xdoctest: +SKIP 2025-09-07T06:38:44.0511610Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:44.0511900Z >>> from torch.utils.cpp_extension import BuildExtension, SyclExtension 2025-09-07T06:38:44.0512240Z >>> setup( 2025-09-07T06:38:44.0512380Z ... name='xpu_extension', 2025-09-07T06:38:44.0512550Z ... ext_modules=[ 2025-09-07T06:38:44.0512700Z ... SyclExtension( 2025-09-07T06:38:44.0512870Z ... name='xpu_extension', 2025-09-07T06:38:44.0513120Z ... sources=['extension.cpp', 'extension_kernel.cpp'], 2025-09-07T06:38:44.0513420Z ... extra_compile_args={'cxx': ['-g', '-std=c++20', '-fPIC']}) 2025-09-07T06:38:44.0513650Z ... ], 2025-09-07T06:38:44.0513770Z ... cmdclass={ 2025-09-07T06:38:44.0513920Z ... 'build_ext': BuildExtension 2025-09-07T06:38:44.0514100Z ... }) 2025-09-07T06:38:44.0514180Z 2025-09-07T06:38:44.0514360Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-09-07T06:38:44.0514790Z building process of the extension. If down the road a new card is installed the 2025-09-07T06:38:44.0515170Z extension may need to be recompiled. You can override the default behavior using 2025-09-07T06:38:44.0515570Z `TORCH_XPU_ARCH_LIST` to explicitly specify which device architectures you want the extension 2025-09-07T06:38:44.0515870Z to support: 2025-09-07T06:38:44.0515940Z 2025-09-07T06:38:44.0516070Z ``TORCH_XPU_ARCH_LIST="pvc,xe-lpg" python build_my_extension.py`` 2025-09-07T06:38:44.0516340Z 2025-09-07T06:38:44.0516520Z Note that while it's possible to include all supported archs, the more archs get included the 2025-09-07T06:38:44.0516940Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-09-07T06:38:44.0517180Z 2025-09-07T06:38:44.0517290Z Note: Ninja is required to build SyclExtension. 2025-09-07T06:38:44.0517460Z 2025-09-07T06:38:44.0517610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0517830Z 2025-09-07T06:38:44.0518210Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1597. 2025-09-07T06:38:44.0518800Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0519020Z 2025-09-07T06:38:44.0519110Z Load a PyTorch C++ extension just-in-time (JIT). 2025-09-07T06:38:44.0519260Z 2025-09-07T06:38:44.0524610Z To load an extension, a Ninja build file is emitted, which is used to 2025-09-07T06:38:44.0524950Z compile the given sources into a dynamic library. This library is 2025-09-07T06:38:44.0525270Z subsequently loaded into the current Python process as a module and 2025-09-07T06:38:44.0525540Z returned from this function, ready for use. 2025-09-07T06:38:44.0525690Z 2025-09-07T06:38:44.0525830Z By default, the directory to which the build file is emitted and the 2025-09-07T06:38:44.0526160Z resulting library compiled to is ``/torch_extensions/``, where 2025-09-07T06:38:44.0526490Z ```` is the temporary folder on the current platform and ```` 2025-09-07T06:38:44.0526810Z the name of the extension. This location can be overridden in two ways. 2025-09-07T06:38:44.0527140Z First, if the ``TORCH_EXTENSIONS_DIR`` environment variable is set, it 2025-09-07T06:38:44.0527580Z replaces ``/torch_extensions`` and all extensions will be compiled 2025-09-07T06:38:44.0527920Z into subfolders of this directory. Second, if the ``build_directory`` 2025-09-07T06:38:44.0528260Z argument to this function is supplied, it overrides the entire path, i.e. 2025-09-07T06:38:44.0528560Z the library will be compiled into that folder directly. 2025-09-07T06:38:44.0528730Z 2025-09-07T06:38:44.0528860Z To compile the sources, the default system compiler (``c++``) is used, 2025-09-07T06:38:44.0529190Z which can be overridden by setting the ``CXX`` environment variable. To pass 2025-09-07T06:38:44.0529540Z additional arguments to the compilation process, ``extra_cflags`` or 2025-09-07T06:38:44.0529870Z ``extra_ldflags`` can be provided. For example, to compile your extension 2025-09-07T06:38:44.0530240Z with optimizations, pass ``extra_cflags=['-O3']``. You can also use 2025-09-07T06:38:44.0530530Z ``extra_cflags`` to pass further include directories. 2025-09-07T06:38:44.0530690Z 2025-09-07T06:38:44.0530840Z CUDA support with mixed compilation is provided. Simply pass CUDA source 2025-09-07T06:38:44.0531160Z files (``.cu`` or ``.cuh``) along with other sources. Such files will be 2025-09-07T06:38:44.0531480Z detected and compiled with nvcc rather than the C++ compiler. This includes 2025-09-07T06:38:44.0531830Z passing the CUDA lib64 directory as a library directory, and linking 2025-09-07T06:38:44.0532110Z ``cudart``. You can pass additional flags to nvcc via 2025-09-07T06:38:44.0532400Z ``extra_cuda_cflags``, just like with ``extra_cflags`` for C++. Various 2025-09-07T06:38:44.0532730Z heuristics for finding the CUDA install directory are used, which usually 2025-09-07T06:38:44.0533060Z work fine. If not, setting the ``CUDA_HOME`` environment variable is the 2025-09-07T06:38:44.0533300Z safest option. 2025-09-07T06:38:44.0533380Z 2025-09-07T06:38:44.0533520Z SYCL support with mixed compilation is provided. Simply pass SYCL source 2025-09-07T06:38:44.0533850Z files (``.sycl``) along with other sources. Such files will be detected 2025-09-07T06:38:44.0534170Z and compiled with SYCL compiler (such as Intel DPC++ Compiler) rather 2025-09-07T06:38:44.0534560Z than the C++ compiler. You can pass additional flags to SYCL compiler 2025-09-07T06:38:44.0534880Z via ``extra_sycl_cflags``, just like with ``extra_cflags`` for C++. 2025-09-07T06:38:44.0535190Z SYCL compiler is expected to be found via system PATH environment 2025-09-07T06:38:44.0535490Z variable. 2025-09-07T06:38:44.0535560Z 2025-09-07T06:38:44.0535630Z Args: 2025-09-07T06:38:44.0535840Z name: The name of the extension to build. This MUST be the same as the 2025-09-07T06:38:44.0536110Z name of the pybind11 module! 2025-09-07T06:38:44.0536360Z sources: A list of relative or absolute paths to C++ source files. 2025-09-07T06:38:44.0536700Z extra_cflags: optional list of compiler flags to forward to the build. 2025-09-07T06:38:44.0537040Z extra_cuda_cflags: optional list of compiler flags to forward to nvcc 2025-09-07T06:38:44.0537310Z when building CUDA sources. 2025-09-07T06:38:44.0537570Z extra_sycl_cflags: optional list of compiler flags to forward to SYCL 2025-09-07T06:38:44.0537840Z compiler when building SYCL sources. 2025-09-07T06:38:44.0538110Z extra_ldflags: optional list of linker flags to forward to the build. 2025-09-07T06:38:44.0538440Z extra_include_paths: optional list of include directories to forward 2025-09-07T06:38:44.0538680Z to the build. 2025-09-07T06:38:44.0538890Z build_directory: optional path to use as build workspace. 2025-09-07T06:38:44.0539180Z verbose: If ``True``, turns on verbose logging of load steps. 2025-09-07T06:38:44.0539490Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-09-07T06:38:44.0539780Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:44.0540070Z automatically determined based on the existence of ``.cu`` or 2025-09-07T06:38:44.0540420Z ``.cuh`` in ``sources``. Set it to `True`` to force CUDA headers 2025-09-07T06:38:44.0540670Z and libraries to be included. 2025-09-07T06:38:44.0540920Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-09-07T06:38:44.0541220Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:44.0541520Z automatically determined based on the existence of ``.sycl`` in 2025-09-07T06:38:44.0541820Z ``sources``. Set it to `True`` to force SYCL headers and 2025-09-07T06:38:44.0542040Z libraries to be included. 2025-09-07T06:38:44.0542290Z is_python_module: If ``True`` (default), imports the produced shared 2025-09-07T06:38:44.0542590Z library as a Python module. If ``False``, behavior depends on 2025-09-07T06:38:44.0542850Z ``is_standalone``. 2025-09-07T06:38:44.0543070Z is_standalone: If ``False`` (default) loads the constructed extension 2025-09-07T06:38:44.0543380Z into the process as a plain dynamic library. If ``True``, build a 2025-09-07T06:38:44.0543630Z standalone executable. 2025-09-07T06:38:44.0543740Z 2025-09-07T06:38:44.0543790Z Returns: 2025-09-07T06:38:44.0543920Z If ``is_python_module`` is ``True``: 2025-09-07T06:38:44.0544150Z Returns the loaded PyTorch extension as a Python module. 2025-09-07T06:38:44.0544330Z 2025-09-07T06:38:44.0544450Z If ``is_python_module`` is ``False`` and ``is_standalone`` is ``False``: 2025-09-07T06:38:44.0544770Z Returns nothing. (The shared library is loaded into the process as 2025-09-07T06:38:44.0545010Z a side effect.) 2025-09-07T06:38:44.0545110Z 2025-09-07T06:38:44.0545170Z If ``is_standalone`` is ``True``. 2025-09-07T06:38:44.0545420Z Return the path to the executable. (On Windows, TORCH_LIB_PATH is 2025-09-07T06:38:44.0545710Z added to the PATH environment variable as a side effect.) 2025-09-07T06:38:44.0545890Z 2025-09-07T06:38:44.0545930Z Example: 2025-09-07T06:38:44.0546050Z >>> # xdoctest: +SKIP 2025-09-07T06:38:44.0546240Z >>> from torch.utils.cpp_extension import load 2025-09-07T06:38:44.0546440Z >>> module = load( 2025-09-07T06:38:44.0546610Z ... name='extension', 2025-09-07T06:38:44.0546810Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-09-07T06:38:44.0547040Z ... extra_cflags=['-O2'], 2025-09-07T06:38:44.0547200Z ... verbose=True) 2025-09-07T06:38:44.0547300Z 2025-09-07T06:38:44.0547480Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0547700Z 2025-09-07T06:38:44.0548080Z msg = Cannot scrape callname=load_inline in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1885. 2025-09-07T06:38:44.0548680Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0548900Z 2025-09-07T06:38:44.0549030Z Load a PyTorch C++ extension just-in-time (JIT) from string sources. 2025-09-07T06:38:44.0549220Z 2025-09-07T06:38:44.0549370Z This function behaves exactly like :func:`load`, but takes its sources as 2025-09-07T06:38:44.0549710Z strings rather than filenames. These strings are stored to files in the 2025-09-07T06:38:44.0550040Z build directory, after which the behavior of :func:`load_inline` is 2025-09-07T06:38:44.0550290Z identical to :func:`load`. 2025-09-07T06:38:44.0550390Z 2025-09-07T06:38:44.0550430Z See `the 2025-09-07T06:38:44.0550700Z tests `_ 2025-09-07T06:38:44.0551030Z for good examples of using this function. 2025-09-07T06:38:44.0551170Z 2025-09-07T06:38:44.0551310Z Sources may omit two required parts of a typical non-inline C++ extension: 2025-09-07T06:38:44.0551660Z the necessary header includes, as well as the (pybind11) binding code. More 2025-09-07T06:38:44.0552020Z precisely, strings passed to ``cpp_sources`` are first concatenated into a 2025-09-07T06:38:44.0552400Z single ``.cpp`` file. This file is then prepended with ``#include 2025-09-07T06:38:44.0552640Z `` 2025-09-07T06:38:44.0552740Z 2025-09-07T06:38:44.0552870Z Furthermore, if the ``functions`` argument is supplied, bindings will be 2025-09-07T06:38:44.0553210Z automatically generated for each function specified. ``functions`` can 2025-09-07T06:38:44.0553540Z either be a list of function names, or a dictionary mapping from function 2025-09-07T06:38:44.0553870Z names to docstrings. If a list is given, the name of each function is used 2025-09-07T06:38:44.0554130Z as its docstring. 2025-09-07T06:38:44.0554210Z 2025-09-07T06:38:44.0554340Z The sources in ``cuda_sources`` are concatenated into a separate ``.cu`` 2025-09-07T06:38:44.0554640Z file and prepended with ``torch/types.h``, ``cuda.h`` and 2025-09-07T06:38:44.0555080Z ``cuda_runtime.h`` includes. The ``.cpp`` and ``.cu`` files are compiled 2025-09-07T06:38:44.0555400Z separately, but ultimately linked into a single library. Note that no 2025-09-07T06:38:44.0555740Z bindings are generated for functions in ``cuda_sources`` per se. To bind 2025-09-07T06:38:44.0556070Z to a CUDA kernel, you must create a C++ function that calls it, and either 2025-09-07T06:38:44.0556400Z declare or define this C++ function in one of the ``cpp_sources`` (and 2025-09-07T06:38:44.0556650Z include its name in ``functions``). 2025-09-07T06:38:44.0556780Z 2025-09-07T06:38:44.0556910Z The sources in ``sycl_sources`` are concatenated into a separate ``.sycl`` 2025-09-07T06:38:44.0557240Z file and prepended with ``torch/types.h``, ``sycl/sycl.hpp`` includes. 2025-09-07T06:38:44.0557560Z The ``.cpp`` and ``.sycl`` files are compiled separately, but ultimately 2025-09-07T06:38:44.0557880Z linked into a single library. Note that no bindings are generated for 2025-09-07T06:38:44.0558210Z functions in ``sycl_sources`` per se. To bind to a SYCL kernel, you must 2025-09-07T06:38:44.0558530Z create a C++ function that calls it, and either declare or define this 2025-09-07T06:38:44.0558830Z C++ function in one of the ``cpp_sources`` (and include its name 2025-09-07T06:38:44.0559060Z in ``functions``). 2025-09-07T06:38:44.0559170Z 2025-09-07T06:38:44.0559170Z 2025-09-07T06:38:44.0559170Z 2025-09-07T06:38:44.0559290Z See :func:`load` for a description of arguments omitted below. 2025-09-07T06:38:44.0559460Z 2025-09-07T06:38:44.0559510Z Args: 2025-09-07T06:38:44.0559710Z cpp_sources: A string, or list of strings, containing C++ source code. 2025-09-07T06:38:44.0560060Z cuda_sources: A string, or list of strings, containing CUDA source code. 2025-09-07T06:38:44.0560400Z sycl_sources: A string, or list of strings, containing SYCL source code. 2025-09-07T06:38:44.0560730Z functions: A list of function names for which to generate function 2025-09-07T06:38:44.0561050Z bindings. If a dictionary is given, it should map function names to 2025-09-07T06:38:44.0561360Z docstrings (which are otherwise just the function names). 2025-09-07T06:38:44.0561680Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-09-07T06:38:44.0561980Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:44.0562270Z automatically determined based on whether ``cuda_sources`` is 2025-09-07T06:38:44.0562560Z provided. Set it to ``True`` to force CUDA headers 2025-09-07T06:38:44.0562770Z and libraries to be included. 2025-09-07T06:38:44.0563030Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-09-07T06:38:44.0563330Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:44.0563610Z automatically determined based on whether ``sycl_sources`` is 2025-09-07T06:38:44.0563890Z provided. Set it to ``True`` to force SYCL headers 2025-09-07T06:38:44.0564110Z and libraries to be included. 2025-09-07T06:38:44.0564360Z with_pytorch_error_handling: Determines whether pytorch error and 2025-09-07T06:38:44.0564670Z warning macros are handled by pytorch instead of pybind. To do 2025-09-07T06:38:44.0565070Z this, each function ``foo`` is called via an intermediary ``_safe_foo`` 2025-09-07T06:38:44.0565400Z function. This redirection might cause issues in obscure cases 2025-09-07T06:38:44.0565700Z of cpp. This flag should be set to ``False`` when this redirect 2025-09-07T06:38:44.0565930Z causes issues. 2025-09-07T06:38:44.0566180Z no_implicit_headers: If ``True``, skips automatically adding headers, most notably 2025-09-07T06:38:44.0566540Z ``#include `` and ``#include `` lines. 2025-09-07T06:38:44.0566840Z Use this option to improve cold start times when you 2025-09-07T06:38:44.0567160Z already include the necessary headers in your source code. Default: ``False``. 2025-09-07T06:38:44.0567420Z 2025-09-07T06:38:44.0567470Z Example: 2025-09-07T06:38:44.0567630Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:44.0567870Z >>> from torch.utils.cpp_extension import load_inline 2025-09-07T06:38:44.0568080Z >>> source = """ 2025-09-07T06:38:44.0568260Z at::Tensor sin_add(at::Tensor x, at::Tensor y) { 2025-09-07T06:38:44.0568470Z return x.sin() + y.sin(); 2025-09-07T06:38:44.0568620Z } 2025-09-07T06:38:44.0568730Z """ 2025-09-07T06:38:44.0568870Z >>> module = load_inline(name='inline_extension', 2025-09-07T06:38:44.0569090Z ... cpp_sources=[source], 2025-09-07T06:38:44.0569290Z ... functions=['sin_add']) 2025-09-07T06:38:44.0569440Z 2025-09-07T06:38:44.0569480Z .. note:: 2025-09-07T06:38:44.0569690Z Since load_inline will just-in-time compile the source code, please ensure 2025-09-07T06:38:44.0570050Z that you have the right toolchains installed in the runtime. For example, 2025-09-07T06:38:44.0570380Z when loading C++, make sure a C++ compiler is available. If you're loading 2025-09-07T06:38:44.0570730Z a CUDA extension, you will need to additionally install the corresponding CUDA 2025-09-07T06:38:44.0571090Z toolkit (nvcc and any other dependencies your code has). Compiling toolchains 2025-09-07T06:38:44.0571480Z are not included when you install torch and must be additionally installed. 2025-09-07T06:38:44.0571690Z 2025-09-07T06:38:44.0571850Z During compiling, by default, the Ninja backend uses #CPUS + 2 workers to build 2025-09-07T06:38:44.0572200Z the extension. This may use up too many resources on some systems. One 2025-09-07T06:38:44.0572570Z can control the number of workers by setting the `MAX_JOBS` environment 2025-09-07T06:38:44.0572840Z variable to a non-negative number. 2025-09-07T06:38:44.0572970Z 2025-09-07T06:38:44.0573120Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0659890Z 2025-09-07T06:38:44.0660470Z msg = Cannot scrape callname=DistributedSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/distributed.py line=18. 2025-09-07T06:38:44.0661150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0661510Z Sampler that restricts data loading to a subset of the dataset. 2025-09-07T06:38:44.0661710Z 2025-09-07T06:38:44.0661790Z It is especially useful in conjunction with 2025-09-07T06:38:44.0662090Z :class:`torch.nn.parallel.DistributedDataParallel`. In such a case, each 2025-09-07T06:38:44.0662480Z process can pass a :class:`~torch.utils.data.DistributedSampler` instance as a 2025-09-07T06:38:44.0662860Z :class:`~torch.utils.data.DataLoader` sampler, and load a subset of the 2025-09-07T06:38:44.0663150Z original dataset that is exclusive to it. 2025-09-07T06:38:44.0663300Z 2025-09-07T06:38:44.0663350Z .. note:: 2025-09-07T06:38:44.0663580Z Dataset is assumed to be of constant size and that any instance of it always 2025-09-07T06:38:44.0663870Z returns the same elements in the same order. 2025-09-07T06:38:44.0664020Z 2025-09-07T06:38:44.0664060Z Args: 2025-09-07T06:38:44.0664330Z dataset: Dataset used for sampling. 2025-09-07T06:38:44.0664610Z num_replicas (int, optional): Number of processes participating in 2025-09-07T06:38:44.0664960Z distributed training. By default, :attr:`world_size` is retrieved from the 2025-09-07T06:38:44.0665240Z current distributed group. 2025-09-07T06:38:44.0665510Z rank (int, optional): Rank of the current process within :attr:`num_replicas`. 2025-09-07T06:38:44.0665850Z By default, :attr:`rank` is retrieved from the current distributed 2025-09-07T06:38:44.0666090Z group. 2025-09-07T06:38:44.0666310Z shuffle (bool, optional): If ``True`` (default), sampler will shuffle the 2025-09-07T06:38:44.0666590Z indices. 2025-09-07T06:38:44.0666790Z seed (int, optional): random seed used to shuffle the sampler if 2025-09-07T06:38:44.0667100Z :attr:`shuffle=True`. This number should be identical across all 2025-09-07T06:38:44.0667390Z processes in the distributed group. Default: ``0``. 2025-09-07T06:38:44.0667690Z drop_last (bool, optional): if ``True``, then the sampler will drop the 2025-09-07T06:38:44.0668010Z tail of the data to make it evenly divisible across the number of 2025-09-07T06:38:44.0668330Z replicas. If ``False``, the sampler will add extra indices to make 2025-09-07T06:38:44.0668640Z the data evenly divisible across the replicas. Default: ``False``. 2025-09-07T06:38:44.0668830Z 2025-09-07T06:38:44.0668890Z .. warning:: 2025-09-07T06:38:44.0669080Z In distributed mode, calling the :meth:`set_epoch` method at 2025-09-07T06:38:44.0669420Z the beginning of each epoch **before** creating the :class:`DataLoader` iterator 2025-09-07T06:38:44.0669800Z is necessary to make shuffling work properly across multiple epochs. Otherwise, 2025-09-07T06:38:44.0670090Z the same ordering will be always used. 2025-09-07T06:38:44.0670230Z 2025-09-07T06:38:44.0670280Z Example:: 2025-09-07T06:38:44.0670360Z 2025-09-07T06:38:44.0670480Z >>> # xdoctest: +SKIP 2025-09-07T06:38:44.0670720Z >>> sampler = DistributedSampler(dataset) if is_distributed else None 2025-09-07T06:38:44.0671030Z >>> loader = DataLoader(dataset, shuffle=(sampler is None), 2025-09-07T06:38:44.0671270Z ... sampler=sampler) 2025-09-07T06:38:44.0671480Z >>> for epoch in range(start_epoch, n_epochs): 2025-09-07T06:38:44.0671710Z ... if is_distributed: 2025-09-07T06:38:44.0671900Z ... sampler.set_epoch(epoch) 2025-09-07T06:38:44.0672080Z ... train(loader) 2025-09-07T06:38:44.0672220Z 2025-09-07T06:38:44.0672430Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0672650Z 2025-09-07T06:38:44.0673070Z msg = Cannot scrape callname=WeightedRandomSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/sampler.py line=227. 2025-09-07T06:38:44.0673690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0674060Z Samples elements from ``[0,..,len(weights)-1]`` with given probabilities (weights). 2025-09-07T06:38:44.0674280Z 2025-09-07T06:38:44.0674330Z Args: 2025-09-07T06:38:44.0674540Z weights (sequence) : a sequence of weights, not necessary summing up to one 2025-09-07T06:38:44.0674840Z num_samples (int): number of samples to draw 2025-09-07T06:38:44.0675110Z replacement (bool): if ``True``, samples are drawn with replacement. 2025-09-07T06:38:44.0675430Z If not, they are drawn without replacement, which means that when a 2025-09-07T06:38:44.0675760Z sample index is drawn for a row, it cannot be drawn again for that row. 2025-09-07T06:38:44.0676050Z generator (Generator): Generator used in sampling. 2025-09-07T06:38:44.0676210Z 2025-09-07T06:38:44.0676260Z Example: 2025-09-07T06:38:44.0676450Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:44.0676650Z >>> list( 2025-09-07T06:38:44.0676790Z ... WeightedRandomSampler( 2025-09-07T06:38:44.0677000Z ... [0.1, 0.9, 0.4, 0.7, 3.0, 0.6], 5, replacement=True 2025-09-07T06:38:44.0677200Z ... ) 2025-09-07T06:38:44.0677320Z ... ) 2025-09-07T06:38:44.0677440Z [4, 4, 1, 4, 5] 2025-09-07T06:38:44.0677570Z >>> list( 2025-09-07T06:38:44.0677710Z ... WeightedRandomSampler( 2025-09-07T06:38:44.0677920Z ... [0.9, 0.4, 0.05, 0.2, 0.3, 0.1], 5, replacement=False 2025-09-07T06:38:44.0678120Z ... ) 2025-09-07T06:38:44.0678240Z ... ) 2025-09-07T06:38:44.0678380Z [0, 1, 4, 3, 2] 2025-09-07T06:38:44.0678500Z 2025-09-07T06:38:44.0678720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0678930Z 2025-09-07T06:38:44.0679320Z msg = Cannot scrape callname=BatchSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/sampler.py line=300. 2025-09-07T06:38:44.0679920Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0680270Z Wraps another sampler to yield a mini-batch of indices. 2025-09-07T06:38:44.0680440Z 2025-09-07T06:38:44.0680490Z Args: 2025-09-07T06:38:44.0680690Z sampler (Sampler or Iterable): Base sampler. Can be any iterable object 2025-09-07T06:38:44.0680960Z batch_size (int): Size of mini-batch. 2025-09-07T06:38:44.0681230Z drop_last (bool): If ``True``, the sampler will drop the last batch if 2025-09-07T06:38:44.0681490Z its size would be less than ``batch_size`` 2025-09-07T06:38:44.0681640Z 2025-09-07T06:38:44.0681690Z Example: 2025-09-07T06:38:44.0681800Z >>> list( 2025-09-07T06:38:44.0681930Z ... BatchSampler( 2025-09-07T06:38:44.0682160Z ... SequentialSampler(range(10)), batch_size=3, drop_last=False 2025-09-07T06:38:44.0682450Z ... ) 2025-09-07T06:38:44.0682560Z ... ) 2025-09-07T06:38:44.0682690Z [[0, 1, 2], [3, 4, 5], [6, 7, 8], [9]] 2025-09-07T06:38:44.0682860Z >>> list( 2025-09-07T06:38:44.0683090Z ... BatchSampler(SequentialSampler(range(10)), batch_size=3, drop_last=True) 2025-09-07T06:38:44.0683350Z ... ) 2025-09-07T06:38:44.0683500Z [[0, 1, 2], [3, 4, 5], [6, 7, 8]] 2025-09-07T06:38:44.0683670Z 2025-09-07T06:38:44.0687780Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0688010Z 2025-09-07T06:38:44.0688420Z msg = Cannot scrape callname=IterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/datapipe.py line=56. 2025-09-07T06:38:44.0689050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0689270Z 2025-09-07T06:38:44.0689330Z Iterable-style DataPipe. 2025-09-07T06:38:44.0689440Z 2025-09-07T06:38:44.0689590Z All DataPipes that represent an iterable of data samples should subclass this. 2025-09-07T06:38:44.0689960Z This style of DataPipes is particularly useful when data come from a stream, or 2025-09-07T06:38:44.0690380Z when the number of samples is too large to fit them all in memory. ``IterDataPipe`` is lazily initialized and its 2025-09-07T06:38:44.0690830Z elements are computed only when ``next()`` is called on the iterator of an ``IterDataPipe``. 2025-09-07T06:38:44.0691070Z 2025-09-07T06:38:44.0691210Z All subclasses should overwrite :meth:`__iter__`, which would return an 2025-09-07T06:38:44.0691620Z iterator of samples in this DataPipe. Calling ``__iter__`` of an ``IterDataPipe`` automatically invokes its 2025-09-07T06:38:44.0692100Z method ``reset()``, which by default performs no operation. When writing a custom ``IterDataPipe``, users should 2025-09-07T06:38:44.0692600Z override ``reset()`` if necessary. The common usages include resetting buffers, pointers, 2025-09-07T06:38:44.0692960Z and various state variables within the custom ``IterDataPipe``. 2025-09-07T06:38:44.0693140Z 2025-09-07T06:38:44.0693180Z Note: 2025-09-07T06:38:44.0693370Z Only `one` iterator can be valid for each ``IterDataPipe`` at a time, 2025-09-07T06:38:44.0693770Z and the creation a second iterator will invalidate the first one. This constraint is necessary because 2025-09-07T06:38:44.0694260Z some ``IterDataPipe`` have internal buffers, whose states can become invalid if there are multiple iterators. 2025-09-07T06:38:44.0694710Z The code example below presents details on how this constraint looks in practice. 2025-09-07T06:38:44.0695170Z If you have any feedback related to this constraint, please see `GitHub IterDataPipe Single Iterator Issue`_. 2025-09-07T06:38:44.0695450Z 2025-09-07T06:38:44.0695620Z These DataPipes can be invoked in two ways, using the class constructor or applying their 2025-09-07T06:38:44.0696070Z functional form onto an existing ``IterDataPipe`` (recommended, available to most but not all DataPipes). 2025-09-07T06:38:44.0696530Z You can chain multiple `IterDataPipe` together to form a pipeline that will perform multiple 2025-09-07T06:38:44.0696830Z operations in succession. 2025-09-07T06:38:44.0696940Z 2025-09-07T06:38:44.0697020Z .. _GitHub IterDataPipe Single Iterator Issue: 2025-09-07T06:38:44.0697250Z https://github.com/pytorch/data/issues/45 2025-09-07T06:38:44.0697390Z 2025-09-07T06:38:44.0697430Z Note: 2025-09-07T06:38:44.0697630Z When a subclass is used with :class:`~torch.utils.data.DataLoader`, each 2025-09-07T06:38:44.0698000Z item in the DataPipe will be yielded from the :class:`~torch.utils.data.DataLoader` 2025-09-07T06:38:44.0698360Z iterator. When :attr:`num_workers > 0`, each worker process will have a 2025-09-07T06:38:44.0698700Z different copy of the DataPipe object, so it is often desired to configure 2025-09-07T06:38:44.0699050Z each copy independently to avoid having duplicate data returned from the 2025-09-07T06:38:44.0699460Z workers. :func:`~torch.utils.data.get_worker_info`, when called in a worker 2025-09-07T06:38:44.0699820Z process, returns information about the worker. It can be used in either the 2025-09-07T06:38:44.0700190Z dataset's :meth:`__iter__` method or the :class:`~torch.utils.data.DataLoader` 's 2025-09-07T06:38:44.0700530Z :attr:`worker_init_fn` option to modify each copy's behavior. 2025-09-07T06:38:44.0700710Z 2025-09-07T06:38:44.0700760Z Examples: 2025-09-07T06:38:44.0700870Z General Usage: 2025-09-07T06:38:44.0701010Z >>> # xdoctest: +SKIP 2025-09-07T06:38:44.0701240Z >>> from torchdata.datapipes.iter import IterableWrapper, Mapper 2025-09-07T06:38:44.0701500Z >>> dp = IterableWrapper(range(10)) 2025-09-07T06:38:44.0701750Z >>> map_dp_1 = Mapper(dp, lambda x: x + 1) # Using class constructor 2025-09-07T06:38:44.0701990Z >>> map_dp_2 = dp.map( 2025-09-07T06:38:44.0702150Z ... lambda x: x + 1 2025-09-07T06:38:44.0702340Z ... ) # Using functional form (recommended) 2025-09-07T06:38:44.0702530Z >>> list(map_dp_1) 2025-09-07T06:38:44.0702680Z [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] 2025-09-07T06:38:44.0702850Z >>> list(map_dp_2) 2025-09-07T06:38:44.0703000Z [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] 2025-09-07T06:38:44.0703200Z >>> filter_dp = map_dp_1.filter(lambda x: x % 2 == 0) 2025-09-07T06:38:44.0703410Z >>> list(filter_dp) 2025-09-07T06:38:44.0703560Z [2, 4, 6, 8, 10] 2025-09-07T06:38:44.0703720Z Single Iterator Constraint Example: 2025-09-07T06:38:44.0703970Z >>> from torchdata.datapipes.iter import IterableWrapper, Mapper 2025-09-07T06:38:44.0704240Z >>> source_dp = IterableWrapper(range(10)) 2025-09-07T06:38:44.0704440Z >>> it1 = iter(source_dp) 2025-09-07T06:38:44.0704600Z >>> list(it1) 2025-09-07T06:38:44.0704740Z [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] 2025-09-07T06:38:44.0704960Z >>> it1 = iter(source_dp) 2025-09-07T06:38:44.0705130Z >>> it2 = iter( 2025-09-07T06:38:44.0705260Z ... source_dp 2025-09-07T06:38:44.0705460Z ... ) # The creation of a new iterator invalidates `it1` 2025-09-07T06:38:44.0705660Z >>> next(it2) 2025-09-07T06:38:44.0705790Z 0 2025-09-07T06:38:44.0705970Z >>> next(it1) # Further usage of `it1` will raise a `RunTimeError` 2025-09-07T06:38:44.0706150Z 2025-09-07T06:38:44.0706300Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0918290Z 2025-09-07T06:38:44.0918950Z msg = Cannot scrape callname=FileOpenerIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/fileopener.py line=18. 2025-09-07T06:38:44.0919780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0920010Z 2025-09-07T06:38:44.0920240Z Given pathnames, opens files and yield pathname and file stream in a tuple (functional name: ``open_files``). 2025-09-07T06:38:44.0920570Z 2025-09-07T06:38:44.0920610Z Args: 2025-09-07T06:38:44.0920780Z datapipe: Iterable datapipe that provides pathnames 2025-09-07T06:38:44.0921070Z mode: An optional string that specifies the mode in which 2025-09-07T06:38:44.0921380Z the file is opened by ``open()``. It defaults to ``r``, other options are 2025-09-07T06:38:44.0921690Z ``b`` for reading in binary mode and ``t`` for text mode. 2025-09-07T06:38:44.0921990Z encoding: An optional string that specifies the encoding of the 2025-09-07T06:38:44.0922340Z underlying file. It defaults to ``None`` to match the default encoding of ``open``. 2025-09-07T06:38:44.0922650Z length: Nominal length of the datapipe 2025-09-07T06:38:44.0922790Z 2025-09-07T06:38:44.0922830Z Note: 2025-09-07T06:38:44.0923060Z The opened file handles will be closed by Python's GC periodically. Users can choose 2025-09-07T06:38:44.0923340Z to close them explicitly. 2025-09-07T06:38:44.0923520Z 2025-09-07T06:38:44.0923560Z Example: 2025-09-07T06:38:44.0923680Z >>> # xdoctest: +SKIP 2025-09-07T06:38:44.0923850Z >>> from torchdata.datapipes.iter import ( 2025-09-07T06:38:44.0924050Z ... FileLister, 2025-09-07T06:38:44.0924190Z ... FileOpener, 2025-09-07T06:38:44.0924330Z ... StreamReader, 2025-09-07T06:38:44.0924470Z ... ) 2025-09-07T06:38:44.0924730Z >>> dp = FileLister(root=".").filter(lambda fname: fname.endswith(".txt")) 2025-09-07T06:38:44.0924990Z >>> dp = FileOpener(dp) 2025-09-07T06:38:44.0925150Z >>> dp = StreamReader(dp) 2025-09-07T06:38:44.0925300Z >>> list(dp) 2025-09-07T06:38:44.0925430Z [('./abc.txt', 'abc')] 2025-09-07T06:38:44.0925530Z 2025-09-07T06:38:44.0925680Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0925900Z 2025-09-07T06:38:44.0926350Z msg = Cannot scrape callname=GrouperIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/grouping.py line=155. 2025-09-07T06:38:44.0927020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0927240Z 2025-09-07T06:38:44.0927490Z Groups data from IterDataPipe by keys from ``group_key_fn``, yielding a ``DataChunk`` with batch size up to ``group_size``. 2025-09-07T06:38:44.0927790Z 2025-09-07T06:38:44.0927850Z (functional name: ``groupby``). 2025-09-07T06:38:44.0927960Z 2025-09-07T06:38:44.0928190Z The samples are read sequentially from the source ``datapipe``, and a batch of samples belonging to the same group 2025-09-07T06:38:44.0928660Z will be yielded as soon as the size of the batch reaches ``group_size``. When the buffer is full, 2025-09-07T06:38:44.0929090Z the DataPipe will yield the largest batch with the same key, provided that its size is larger 2025-09-07T06:38:44.0929590Z than ``guaranteed_group_size``. If its size is smaller, it will be dropped if ``drop_remaining=True``. 2025-09-07T06:38:44.0929860Z 2025-09-07T06:38:44.0930080Z After iterating through the entirety of source ``datapipe``, everything not dropped due to the buffer capacity 2025-09-07T06:38:44.0930560Z will be yielded from the buffer, even if the group sizes are smaller than ``guaranteed_group_size``. 2025-09-07T06:38:44.0930810Z 2025-09-07T06:38:44.0930860Z Args: 2025-09-07T06:38:44.0931000Z datapipe: Iterable datapipe to be grouped 2025-09-07T06:38:44.0931340Z group_key_fn: Function used to generate group key from the data of the source datapipe 2025-09-07T06:38:44.0931710Z keep_key: Option to yield the matching key along with the items in a tuple, 2025-09-07T06:38:44.0932090Z resulting in `(key, [items])` otherwise returning [items] 2025-09-07T06:38:44.0932350Z buffer_size: The size of buffer for ungrouped data 2025-09-07T06:38:44.0932680Z group_size: The max size of each group, a batch is yielded as soon as it reaches this size 2025-09-07T06:38:44.0933120Z guaranteed_group_size: The guaranteed minimum group size to be yielded in case the buffer is full 2025-09-07T06:38:44.0933590Z drop_remaining: Specifies if the group smaller than ``guaranteed_group_size`` will be dropped from buffer 2025-09-07T06:38:44.0933920Z when the buffer is full 2025-09-07T06:38:44.0934040Z 2025-09-07T06:38:44.0934080Z Example: 2025-09-07T06:38:44.0934190Z >>> import os 2025-09-07T06:38:44.0934320Z >>> # xdoctest: +SKIP 2025-09-07T06:38:44.0934530Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:44.0934750Z >>> def group_fn(file): 2025-09-07T06:38:44.0934940Z ... return os.path.basename(file).split(".")[0] 2025-09-07T06:38:44.0935150Z >>> source_dp = IterableWrapper( 2025-09-07T06:38:44.0935380Z ... ["a.png", "b.png", "a.json", "b.json", "a.jpg", "c.json"] 2025-09-07T06:38:44.0935580Z ... ) 2025-09-07T06:38:44.0935740Z >>> dp0 = source_dp.groupby(group_key_fn=group_fn) 2025-09-07T06:38:44.0935930Z >>> list(dp0) 2025-09-07T06:38:44.0936170Z [['a.png', 'a.json', 'a.jpg'], ['b.png', 'b.json'], ['c.json']] 2025-09-07T06:38:44.0936450Z >>> # A group is yielded as soon as its size equals to `group_size` 2025-09-07T06:38:44.0936740Z >>> dp1 = source_dp.groupby(group_key_fn=group_fn, group_size=2) 2025-09-07T06:38:44.0936960Z >>> list(dp1) 2025-09-07T06:38:44.0937160Z [['a.png', 'a.json'], ['b.png', 'b.json'], ['a.jpg'], ['c.json']] 2025-09-07T06:38:44.0937550Z >>> # Scenario where `buffer` is full, and group 'a' needs to be yielded since its size > `guaranteed_group_size` 2025-09-07T06:38:44.0937880Z >>> dp2 = source_dp.groupby( 2025-09-07T06:38:44.0938060Z ... group_key_fn=group_fn, 2025-09-07T06:38:44.0938230Z ... buffer_size=3, 2025-09-07T06:38:44.0938380Z ... group_size=3, 2025-09-07T06:38:44.0938580Z ... guaranteed_group_size=2, 2025-09-07T06:38:44.0938750Z ... ) 2025-09-07T06:38:44.0938850Z >>> list(dp2) 2025-09-07T06:38:44.0939030Z [['a.png', 'a.json'], ['b.png', 'b.json'], ['a.jpg'], ['c.json']] 2025-09-07T06:38:44.0939200Z 2025-09-07T06:38:44.0939380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0939600Z 2025-09-07T06:38:44.0940080Z msg = Cannot scrape callname=DemultiplexerIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py line=375. 2025-09-07T06:38:44.0940760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0940760Z 2025-09-07T06:38:44.0941030Z Splits the input DataPipe into multiple child DataPipes, using the given classification function (functional name: ``demux``). 2025-09-07T06:38:44.0941040Z 2025-09-07T06:38:44.0941150Z A list of the child DataPipes is returned from this operation. 2025-09-07T06:38:44.0941150Z 2025-09-07T06:38:44.0941190Z Args: 2025-09-07T06:38:44.0941310Z datapipe: Iterable DataPipe being filtered 2025-09-07T06:38:44.0941430Z num_instances: number of instances of the DataPipe to create 2025-09-07T06:38:44.0941650Z classifier_fn: a function that maps values to an integer within the range ``[0, num_instances - 1]`` or ``None`` 2025-09-07T06:38:44.0941850Z drop_none: defaults to ``False``, if ``True``, the function will skip over elements classified as ``None`` 2025-09-07T06:38:44.0942040Z buffer_size: this defines the maximum number of inputs that the buffer can hold across all child 2025-09-07T06:38:44.0942160Z DataPipes while waiting for their values to be yielded. 2025-09-07T06:38:44.0942260Z Defaults to ``1000``. Use ``-1`` for the unlimited buffer. 2025-09-07T06:38:44.0942280Z 2025-09-07T06:38:44.0942330Z Examples: 2025-09-07T06:38:44.0942410Z >>> # xdoctest: +REQUIRES(module:torchdata) 2025-09-07T06:38:44.0942520Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:44.0942570Z >>> def odd_or_even(n): 2025-09-07T06:38:44.0942620Z ... return n % 2 2025-09-07T06:38:44.0942690Z >>> source_dp = IterableWrapper(range(5)) 2025-09-07T06:38:44.0942820Z >>> dp1, dp2 = source_dp.demux(num_instances=2, classifier_fn=odd_or_even) 2025-09-07T06:38:44.0942870Z >>> list(dp1) 2025-09-07T06:38:44.0942910Z [0, 2, 4] 2025-09-07T06:38:44.0942950Z >>> list(dp2) 2025-09-07T06:38:44.0942990Z [1, 3] 2025-09-07T06:38:44.0943140Z >>> # It can also filter out any element that gets `None` from the `classifier_fn` 2025-09-07T06:38:44.0943200Z >>> def odd_or_even_no_zero(n): 2025-09-07T06:38:44.0943270Z ... return n % 2 if n != 0 else None 2025-09-07T06:38:44.0943330Z >>> dp1, dp2 = source_dp.demux( 2025-09-07T06:38:44.0943460Z ... num_instances=2, classifier_fn=odd_or_even_no_zero, drop_none=True 2025-09-07T06:38:44.0943500Z ... ) 2025-09-07T06:38:44.0943540Z >>> list(dp1) 2025-09-07T06:38:44.0943580Z [2, 4] 2025-09-07T06:38:44.0943630Z >>> list(dp2) 2025-09-07T06:38:44.0943880Z [1, 3] 2025-09-07T06:38:44.0943880Z 2025-09-07T06:38:44.0944050Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0944060Z 2025-09-07T06:38:44.0944520Z msg = Cannot scrape callname=MultiplexerIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py line=594. 2025-09-07T06:38:44.0944720Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0944730Z 2025-09-07T06:38:44.0944920Z Yields one element at a time from each of the input Iterable DataPipes (functional name: ``mux``). 2025-09-07T06:38:44.0944920Z 2025-09-07T06:38:44.0945130Z As in, one element from the 1st input DataPipe, then one element from the 2nd DataPipe in the next iteration, 2025-09-07T06:38:44.0945240Z and so on. It ends when the shortest input DataPipe is exhausted. 2025-09-07T06:38:44.0945250Z 2025-09-07T06:38:44.0945290Z Args: 2025-09-07T06:38:44.0945530Z datapipes: Iterable DataPipes that will take turn to yield their elements, until the shortest DataPipe is exhausted 2025-09-07T06:38:44.0945530Z 2025-09-07T06:38:44.0945570Z Example: 2025-09-07T06:38:44.0945650Z >>> # xdoctest: +REQUIRES(module:torchdata) 2025-09-07T06:38:44.0945750Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:44.0945800Z >>> dp1, dp2, dp3 = ( 2025-09-07T06:38:44.0945870Z ... IterableWrapper(range(3)), 2025-09-07T06:38:44.0945940Z ... IterableWrapper(range(10, 15)), 2025-09-07T06:38:44.0946000Z ... IterableWrapper(range(20, 25)), 2025-09-07T06:38:44.0946040Z ... ) 2025-09-07T06:38:44.0946100Z >>> list(dp1.mux(dp2, dp3)) 2025-09-07T06:38:44.0946150Z [0, 10, 20, 1, 11, 21, 2, 12, 22] 2025-09-07T06:38:44.0946150Z 2025-09-07T06:38:44.0946300Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0946300Z 2025-09-07T06:38:44.0946780Z msg = Cannot scrape callname=ZipperIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py line=665. 2025-09-07T06:38:44.0946940Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.0946940Z 2025-09-07T06:38:44.0947130Z Aggregates elements into a tuple from each of the input DataPipes (functional name: ``zip``). 2025-09-07T06:38:44.0947140Z 2025-09-07T06:38:44.0947270Z The output is stopped as soon as the shortest input DataPipe is exhausted. 2025-09-07T06:38:44.0947280Z 2025-09-07T06:38:44.0947320Z Args: 2025-09-07T06:38:44.0947400Z *datapipes: Iterable DataPipes being aggregated 2025-09-07T06:38:44.0947420Z 2025-09-07T06:38:44.0947470Z Example: 2025-09-07T06:38:44.0947540Z >>> # xdoctest: +REQUIRES(module:torchdata) 2025-09-07T06:38:44.0947640Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:44.0947700Z >>> dp1, dp2, dp3 = ( 2025-09-07T06:38:44.0947760Z ... IterableWrapper(range(5)), 2025-09-07T06:38:44.0947820Z ... IterableWrapper(range(10, 15)), 2025-09-07T06:38:44.0947890Z ... IterableWrapper(range(20, 25)), 2025-09-07T06:38:44.0947930Z ... ) 2025-09-07T06:38:44.0947990Z >>> list(dp1.zip(dp2, dp3)) 2025-09-07T06:38:44.0948070Z [(0, 10, 20), (1, 11, 21), (2, 12, 22), (3, 13, 23), (4, 14, 24)] 2025-09-07T06:38:44.0948080Z 2025-09-07T06:38:44.0948220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:44.0948230Z 2025-09-07T06:38:44.7399620Z msg = Cannot scrape callname=assert_close in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_comparison.py line=1331. 2025-09-07T06:38:44.7400300Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:44.7400640Z Asserts that ``actual`` and ``expected`` are close. 2025-09-07T06:38:44.7400880Z 2025-09-07T06:38:44.7401120Z If ``actual`` and ``expected`` are strided, non-quantized, real-valued, and finite, they are considered close if 2025-09-07T06:38:44.7401630Z 2025-09-07T06:38:44.7401700Z .. math:: 2025-09-07T06:38:44.7401780Z 2025-09-07T06:38:44.7402020Z \lvert \text{actual} - \text{expected} \rvert \le \texttt{atol} + \texttt{rtol} \cdot \lvert \text{expected} \rvert 2025-09-07T06:38:44.7402320Z 2025-09-07T06:38:44.7402590Z Non-finite values (``-inf`` and ``inf``) are only considered close if and only if they are equal. ``NaN``'s are 2025-09-07T06:38:44.7403000Z only considered equal to each other if ``equal_nan`` is ``True``. 2025-09-07T06:38:44.7403200Z 2025-09-07T06:38:44.7403330Z In addition, they are only considered close if they have the same 2025-09-07T06:38:44.7403520Z 2025-09-07T06:38:44.7403650Z - :attr:`~torch.Tensor.device` (if ``check_device`` is ``True``), 2025-09-07T06:38:44.7403920Z - ``dtype`` (if ``check_dtype`` is ``True``), 2025-09-07T06:38:44.7404160Z - ``layout`` (if ``check_layout`` is ``True``), and 2025-09-07T06:38:44.7404400Z - stride (if ``check_stride`` is ``True``). 2025-09-07T06:38:44.7404550Z 2025-09-07T06:38:44.7404740Z If either ``actual`` or ``expected`` is a meta tensor, only the attribute checks will be performed. 2025-09-07T06:38:44.7405000Z 2025-09-07T06:38:44.7405230Z If ``actual`` and ``expected`` are sparse (either having COO, CSR, CSC, BSR, or BSC layout), their strided members are 2025-09-07T06:38:44.7405780Z checked individually. Indices, namely ``indices`` for COO, ``crow_indices`` and ``col_indices`` for CSR and BSR, 2025-09-07T06:38:44.7406220Z or ``ccol_indices`` and ``row_indices`` for CSC and BSC layouts, respectively, 2025-09-07T06:38:44.7406670Z are always checked for equality whereas the values are checked for closeness according to the definition above. 2025-09-07T06:38:44.7406970Z 2025-09-07T06:38:44.7407260Z If ``actual`` and ``expected`` are quantized, they are considered close if they have the same 2025-09-07T06:38:44.7407730Z :meth:`~torch.Tensor.qscheme` and the result of :meth:`~torch.Tensor.dequantize` is close according to the 2025-09-07T06:38:44.7408070Z definition above. 2025-09-07T06:38:44.7408170Z 2025-09-07T06:38:44.7408350Z ``actual`` and ``expected`` can be :class:`~torch.Tensor`'s or any tensor-or-scalar-likes from which 2025-09-07T06:38:44.7408830Z :class:`torch.Tensor`'s can be constructed with :func:`torch.as_tensor`. Except for Python scalars the input types 2025-09-07T06:38:44.7409340Z have to be directly related. In addition, ``actual`` and ``expected`` can be :class:`~collections.abc.Sequence`'s 2025-09-07T06:38:44.7409850Z or :class:`~collections.abc.Mapping`'s in which case they are considered close if their structure matches and all 2025-09-07T06:38:44.7410370Z their elements are considered close according to the above definition. 2025-09-07T06:38:44.7410580Z 2025-09-07T06:38:44.7410630Z .. note:: 2025-09-07T06:38:44.7410710Z 2025-09-07T06:38:44.7410910Z Python scalars are an exception to the type relation requirement, because their :func:`type`, i.e. 2025-09-07T06:38:44.7411380Z :class:`int`, :class:`float`, and :class:`complex`, is equivalent to the ``dtype`` of a tensor-like. Thus, 2025-09-07T06:38:44.7411810Z Python scalars of different types can be checked, but require ``check_dtype=False``. 2025-09-07T06:38:44.7412040Z 2025-09-07T06:38:44.7412080Z Args: 2025-09-07T06:38:44.7412210Z actual (Any): Actual input. 2025-09-07T06:38:44.7412400Z expected (Any): Expected input. 2025-09-07T06:38:44.7412760Z allow_subclasses (bool): If ``True`` (default) and except for Python scalars, inputs of directly related types 2025-09-07T06:38:44.7413130Z are allowed. Otherwise type equality is required. 2025-09-07T06:38:44.7413510Z rtol (Optional[float]): Relative tolerance. If specified ``atol`` must also be specified. If omitted, default 2025-09-07T06:38:44.7413950Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-09-07T06:38:44.7414420Z atol (Optional[float]): Absolute tolerance. If specified ``rtol`` must also be specified. If omitted, default 2025-09-07T06:38:44.7414850Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-09-07T06:38:44.7415380Z equal_nan (Union[bool, str]): If ``True``, two ``NaN`` values will be considered equal. 2025-09-07T06:38:44.7415790Z check_device (bool): If ``True`` (default), asserts that corresponding tensors are on the same 2025-09-07T06:38:44.7416180Z :attr:`~torch.Tensor.device`. If this check is disabled, tensors on different 2025-09-07T06:38:44.7416550Z :attr:`~torch.Tensor.device`'s are moved to the CPU before being compared. 2025-09-07T06:38:44.7416970Z check_dtype (bool): If ``True`` (default), asserts that corresponding tensors have the same ``dtype``. If this 2025-09-07T06:38:44.7417440Z check is disabled, tensors with different ``dtype``'s are promoted to a common ``dtype`` (according to 2025-09-07T06:38:44.7417820Z :func:`torch.promote_types`) before being compared. 2025-09-07T06:38:44.7418200Z check_layout (bool): If ``True`` (default), asserts that corresponding tensors have the same ``layout``. If this 2025-09-07T06:38:44.7418670Z check is disabled, tensors with different ``layout``'s are converted to strided tensors before being 2025-09-07T06:38:44.7418980Z compared. 2025-09-07T06:38:44.7419290Z check_stride (bool): If ``True`` and corresponding tensors are strided, asserts that they have the same stride. 2025-09-07T06:38:44.7419790Z msg (Optional[Union[str, Callable[[str], str]]]): Optional error message to use in case a failure occurs during 2025-09-07T06:38:44.7420280Z the comparison. Can also passed as callable in which case it will be called with the generated message and 2025-09-07T06:38:44.7420690Z should return the new message. 2025-09-07T06:38:44.7420820Z 2025-09-07T06:38:44.7420870Z Raises: 2025-09-07T06:38:44.7421080Z ValueError: If no :class:`torch.Tensor` can be constructed from an input. 2025-09-07T06:38:44.7421390Z ValueError: If only ``rtol`` or ``atol`` is specified. 2025-09-07T06:38:44.7421760Z AssertionError: If corresponding inputs are not Python scalars and are not directly related. 2025-09-07T06:38:44.7422230Z AssertionError: If ``allow_subclasses`` is ``False``, but corresponding inputs are not Python scalars and have 2025-09-07T06:38:44.7422590Z different types. 2025-09-07T06:38:44.7422910Z AssertionError: If the inputs are :class:`~collections.abc.Sequence`'s, but their length does not match. 2025-09-07T06:38:44.7423440Z AssertionError: If the inputs are :class:`~collections.abc.Mapping`'s, but their set of keys do not match. 2025-09-07T06:38:44.7423910Z AssertionError: If corresponding tensors do not have the same :attr:`~torch.Tensor.shape`. 2025-09-07T06:38:44.7424350Z AssertionError: If ``check_layout`` is ``True``, but corresponding tensors do not have the same 2025-09-07T06:38:44.7424670Z :attr:`~torch.Tensor.layout`. 2025-09-07T06:38:44.7424940Z AssertionError: If only one of corresponding tensors is quantized. 2025-09-07T06:38:44.7425370Z AssertionError: If corresponding tensors are quantized, but have different :meth:`~torch.Tensor.qscheme`'s. 2025-09-07T06:38:44.7425830Z AssertionError: If ``check_device`` is ``True``, but corresponding tensors are not on the same 2025-09-07T06:38:44.7426140Z :attr:`~torch.Tensor.device`. 2025-09-07T06:38:44.7426470Z AssertionError: If ``check_dtype`` is ``True``, but corresponding tensors do not have the same ``dtype``. 2025-09-07T06:38:44.7426950Z AssertionError: If ``check_stride`` is ``True``, but corresponding strided tensors do not have the same stride. 2025-09-07T06:38:44.7427450Z AssertionError: If the values of corresponding tensors are not close according to the definition above. 2025-09-07T06:38:44.7427790Z 2025-09-07T06:38:44.7428020Z The following table displays the default ``rtol`` and ``atol`` for different ``dtype``'s. In case of mismatching 2025-09-07T06:38:44.7428390Z ``dtype``'s, the maximum of both tolerances is used. 2025-09-07T06:38:44.7434920Z 2025-09-07T06:38:44.7435100Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7435330Z | ``dtype`` | ``rtol`` | ``atol`` | 2025-09-07T06:38:44.7435540Z +===========================+============+==========+ 2025-09-07T06:38:44.7435750Z | :attr:`~torch.float16` | ``1e-3`` | ``1e-5`` | 2025-09-07T06:38:44.7435980Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7436200Z | :attr:`~torch.bfloat16` | ``1.6e-2`` | ``1e-5`` | 2025-09-07T06:38:44.7436420Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7436640Z | :attr:`~torch.float32` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7436860Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7437080Z | :attr:`~torch.float64` | ``1e-7`` | ``1e-7`` | 2025-09-07T06:38:44.7437290Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7437520Z | :attr:`~torch.complex32` | ``1e-3`` | ``1e-5`` | 2025-09-07T06:38:44.7437750Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7437970Z | :attr:`~torch.complex64` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7438190Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7438410Z | :attr:`~torch.complex128` | ``1e-7`` | ``1e-7`` | 2025-09-07T06:38:44.7438640Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7438850Z | :attr:`~torch.quint8` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7439120Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7439350Z | :attr:`~torch.quint2x4` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7439570Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7439790Z | :attr:`~torch.quint4x2` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7440010Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7440230Z | :attr:`~torch.qint8` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7440450Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7440670Z | :attr:`~torch.qint32` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:44.7440890Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7441120Z | other | ``0.0`` | ``0.0`` | 2025-09-07T06:38:44.7441330Z +---------------------------+------------+----------+ 2025-09-07T06:38:44.7441470Z 2025-09-07T06:38:44.7441520Z .. note:: 2025-09-07T06:38:44.7441600Z 2025-09-07T06:38:44.7441830Z :func:`~torch.testing.assert_close` is highly configurable with strict default settings. Users are encouraged 2025-09-07T06:38:44.7442340Z to :func:`~functools.partial` it to fit their use case. For example, if an equality check is needed, one might 2025-09-07T06:38:44.7442770Z define an ``assert_equal`` that uses zero tolerances for every ``dtype`` by default: 2025-09-07T06:38:44.7443000Z 2025-09-07T06:38:44.7443050Z >>> import functools 2025-09-07T06:38:44.7443320Z >>> assert_equal = functools.partial(torch.testing.assert_close, rtol=0, atol=0) 2025-09-07T06:38:44.7443610Z >>> assert_equal(1e-9, 1e-10) 2025-09-07T06:38:44.7443810Z Traceback (most recent call last): 2025-09-07T06:38:44.7443990Z ... 2025-09-07T06:38:44.7444140Z AssertionError: Scalars are not equal! 2025-09-07T06:38:44.7444330Z 2025-09-07T06:38:44.7444470Z Expected 1e-10 but got 1e-09. 2025-09-07T06:38:44.7444670Z Absolute difference: 9.000000000000001e-10 2025-09-07T06:38:44.7444870Z Relative difference: 9.0 2025-09-07T06:38:44.7445010Z 2025-09-07T06:38:44.7445060Z Examples: 2025-09-07T06:38:44.7445190Z >>> # tensor to tensor comparison 2025-09-07T06:38:44.7445400Z >>> expected = torch.tensor([1e0, 1e-1, 1e-2]) 2025-09-07T06:38:44.7445630Z >>> actual = torch.acos(torch.cos(expected)) 2025-09-07T06:38:44.7445870Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:44.7446040Z 2025-09-07T06:38:44.7446100Z >>> # scalar to scalar comparison 2025-09-07T06:38:44.7446280Z >>> import math 2025-09-07T06:38:44.7446430Z >>> expected = math.sqrt(2.0) 2025-09-07T06:38:44.7446610Z >>> actual = 2.0 / math.sqrt(2.0) 2025-09-07T06:38:44.7446830Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:44.7446980Z 2025-09-07T06:38:44.7447060Z >>> # numpy array to numpy array comparison 2025-09-07T06:38:44.7447260Z >>> import numpy as np 2025-09-07T06:38:44.7447440Z >>> expected = np.array([1e0, 1e-1, 1e-2]) 2025-09-07T06:38:44.7447650Z >>> actual = np.arccos(np.cos(expected)) 2025-09-07T06:38:44.7447880Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:44.7448030Z 2025-09-07T06:38:44.7448100Z >>> # sequence to sequence comparison 2025-09-07T06:38:44.7448290Z >>> import numpy as np 2025-09-07T06:38:44.7448560Z >>> # The types of the sequences do not have to match. They only have to have the same 2025-09-07T06:38:44.7448870Z >>> # length and their elements have to match. 2025-09-07T06:38:44.7449100Z >>> expected = [torch.tensor([1.0]), 2.0, np.array(3.0)] 2025-09-07T06:38:44.7449320Z >>> actual = tuple(expected) 2025-09-07T06:38:44.7449530Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:44.7449680Z 2025-09-07T06:38:44.7449750Z >>> # mapping to mapping comparison 2025-09-07T06:38:44.7449990Z >>> from collections import OrderedDict 2025-09-07T06:38:44.7450190Z >>> import numpy as np 2025-09-07T06:38:44.7450350Z >>> foo = torch.tensor(1.0) 2025-09-07T06:38:44.7450520Z >>> bar = 2.0 2025-09-07T06:38:44.7450660Z >>> baz = np.array(3.0) 2025-09-07T06:38:44.7450930Z >>> # The types and a possible ordering of mappings do not have to match. They only 2025-09-07T06:38:44.7451280Z >>> # have to have the same set of keys and their elements have to match. 2025-09-07T06:38:44.7451590Z >>> expected = OrderedDict([("foo", foo), ("bar", bar), ("baz", baz)]) 2025-09-07T06:38:44.7451870Z >>> actual = {"baz": baz, "bar": bar, "foo": foo} 2025-09-07T06:38:44.7452100Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:44.7452270Z 2025-09-07T06:38:44.7452350Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-09-07T06:38:44.7452550Z >>> actual = expected.clone() 2025-09-07T06:38:44.7452780Z >>> # By default, directly related instances can be compared 2025-09-07T06:38:44.7453090Z >>> torch.testing.assert_close(torch.nn.Parameter(actual), expected) 2025-09-07T06:38:44.7453410Z >>> # This check can be made more strict with allow_subclasses=False 2025-09-07T06:38:44.7453660Z >>> torch.testing.assert_close( 2025-09-07T06:38:44.7453910Z ... torch.nn.Parameter(actual), expected, allow_subclasses=False 2025-09-07T06:38:44.7454150Z ... ) 2025-09-07T06:38:44.7454290Z Traceback (most recent call last): 2025-09-07T06:38:44.7454460Z ... 2025-09-07T06:38:44.7454650Z TypeError: No comparison pair was able to handle inputs of type 2025-09-07T06:38:44.7454980Z and . 2025-09-07T06:38:44.7455320Z >>> # If the inputs are not directly related, they are never considered close 2025-09-07T06:38:44.7455630Z >>> torch.testing.assert_close(actual.numpy(), expected) 2025-09-07T06:38:44.7455870Z Traceback (most recent call last): 2025-09-07T06:38:44.7456050Z ... 2025-09-07T06:38:44.7456340Z TypeError: No comparison pair was able to handle inputs of type 2025-09-07T06:38:44.7456640Z and . 2025-09-07T06:38:44.7456930Z >>> # Exceptions to these rules are Python scalars. They can be checked regardless of 2025-09-07T06:38:44.7457230Z >>> # their type if check_dtype=False. 2025-09-07T06:38:44.7457490Z >>> torch.testing.assert_close(1.0, 1, check_dtype=False) 2025-09-07T06:38:44.7457660Z 2025-09-07T06:38:44.7457720Z >>> # NaN != NaN by default. 2025-09-07T06:38:44.7457920Z >>> expected = torch.tensor(float("Nan")) 2025-09-07T06:38:44.7458120Z >>> actual = expected.clone() 2025-09-07T06:38:44.7458330Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:44.7458550Z Traceback (most recent call last): 2025-09-07T06:38:44.7458720Z ... 2025-09-07T06:38:44.7458860Z AssertionError: Scalars are not close! 2025-09-07T06:38:44.7459060Z 2025-09-07T06:38:44.7459200Z Expected nan but got nan. 2025-09-07T06:38:44.7459400Z Absolute difference: nan (up to 1e-05 allowed) 2025-09-07T06:38:44.7459640Z Relative difference: nan (up to 1.3e-06 allowed) 2025-09-07T06:38:44.7459910Z >>> torch.testing.assert_close(actual, expected, equal_nan=True) 2025-09-07T06:38:44.7460110Z 2025-09-07T06:38:44.7460180Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-09-07T06:38:44.7460400Z >>> actual = torch.tensor([1.0, 4.0, 5.0]) 2025-09-07T06:38:44.7460630Z >>> # The default error message can be overwritten. 2025-09-07T06:38:44.7460850Z >>> torch.testing.assert_close( 2025-09-07T06:38:44.7461090Z ... actual, expected, msg="Argh, the tensors are not close!" 2025-09-07T06:38:44.7461310Z ... ) 2025-09-07T06:38:44.7461450Z Traceback (most recent call last): 2025-09-07T06:38:44.7461680Z ... 2025-09-07T06:38:44.7461840Z AssertionError: Argh, the tensors are not close! 2025-09-07T06:38:44.7462130Z >>> # If msg is a callable, it can be used to augment the generated message with 2025-09-07T06:38:44.7462390Z >>> # extra information 2025-09-07T06:38:44.7462560Z >>> torch.testing.assert_close( 2025-09-07T06:38:44.7462820Z ... actual, expected, msg=lambda msg: f"Header\n\n{msg}\n\nFooter" 2025-09-07T06:38:44.7463060Z ... ) 2025-09-07T06:38:44.7463200Z Traceback (most recent call last): 2025-09-07T06:38:44.7463370Z ... 2025-09-07T06:38:44.7463490Z AssertionError: Header 2025-09-07T06:38:44.7463650Z 2025-09-07T06:38:44.7463830Z Tensor-likes are not close! 2025-09-07T06:38:44.7464000Z 2025-09-07T06:38:44.7464150Z Mismatched elements: 2 / 3 (66.7%) 2025-09-07T06:38:44.7464410Z Greatest absolute difference: 2.0 at index (1,) (up to 1e-05 allowed) 2025-09-07T06:38:44.7464750Z Greatest relative difference: 1.0 at index (1,) (up to 1.3e-06 allowed) 2025-09-07T06:38:44.7465000Z 2025-09-07T06:38:44.7465130Z Footer 2025-09-07T06:38:44.7465240Z 2025-09-07T06:38:44.7465460Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.3119240Z 2025-09-07T06:38:45.3119870Z msg = Cannot scrape callname=triton_op in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/triton.py line=96. 2025-09-07T06:38:45.3121050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.3121460Z Create a custom operator whose implementation is backed by 1+ triton kernels. 2025-09-07T06:38:45.3121700Z 2025-09-07T06:38:45.3121910Z This is a more structured way of using triton kernels with PyTorch. 2025-09-07T06:38:45.3122290Z Prefer using triton kernels with no ``torch.library`` custom operator wrappers 2025-09-07T06:38:45.3122680Z (like :func:`torch.library.custom_op`, :func:`torch.library.triton_op`) because 2025-09-07T06:38:45.3123160Z that is simpler; 2025-09-07T06:38:45.3123470Z only use :func:`torch.library.custom_op`/:func:`torch.library.triton_op` if you 2025-09-07T06:38:45.3123840Z want to create an operator that behaves like PyTorch built-in operators. 2025-09-07T06:38:45.3124190Z For example, you may use a ``torch.library`` wrapper API to define the 2025-09-07T06:38:45.3124620Z behavior of the triton kernel when passed a tensor subclass or under 2025-09-07T06:38:45.3124900Z a TorchDispatchMode. 2025-09-07T06:38:45.3125010Z 2025-09-07T06:38:45.3125170Z Use :func:`torch.library.triton_op` instead of :func:`torch.library.custom_op` 2025-09-07T06:38:45.3125450Z when the implementation 2025-09-07T06:38:45.3125690Z consists of 1+ triton kernels. :func:`torch.library.custom_op` treats 2025-09-07T06:38:45.3126000Z custom operators as opaque (:func:`torch.compile` and 2025-09-07T06:38:45.3126310Z :func:`torch.export.export` will never trace into them), but ``triton_op`` 2025-09-07T06:38:45.3126660Z makes the implementation visible to these subsystems, allowing them 2025-09-07T06:38:45.3126930Z to optimize the triton kernel(s). 2025-09-07T06:38:45.3127050Z 2025-09-07T06:38:45.3127180Z Note that ``fn`` must only consist of calls to PyTorch-understood 2025-09-07T06:38:45.3127500Z operators and triton kernels. Any triton kernels called inside ``fn`` 2025-09-07T06:38:45.3127820Z must be wrapped in a call to :func:`torch.library.wrap_triton`. 2025-09-07T06:38:45.3128000Z 2025-09-07T06:38:45.3128050Z Args: 2025-09-07T06:38:45.3128270Z name (str): A name for the custom op that looks like "{namespace}::{name}", 2025-09-07T06:38:45.3128610Z e.g. "mylib::my_linear". The name is used as the op's stable identifier 2025-09-07T06:38:45.3128920Z in PyTorch subsystems (e.g. torch.export, FX graphs). 2025-09-07T06:38:45.3129370Z To avoid name collisions, please use your project name as the namespace; 2025-09-07T06:38:45.3129720Z e.g. all custom ops in pytorch/fbgemm use "fbgemm" as the namespace. 2025-09-07T06:38:45.3130090Z mutates_args (Iterable[str] or "unknown"): The names of args that the function mutates. 2025-09-07T06:38:45.3130470Z This MUST be accurate, otherwise, the behavior is undefined. If "unknown", 2025-09-07T06:38:45.3130840Z it pessimistically assumes that all inputs to the operator are being mutated. 2025-09-07T06:38:45.3131180Z schema (None | str): A schema string for the operator. If None 2025-09-07T06:38:45.3131490Z (recommended) we'll infer a schema for the operator from its type 2025-09-07T06:38:45.3131880Z annotations. We recommend letting us infer a schema unless you 2025-09-07T06:38:45.3132140Z have a specific reason not to. 2025-09-07T06:38:45.3132360Z Example: "(Tensor x, int y) -> (Tensor, Tensor)". 2025-09-07T06:38:45.3132520Z 2025-09-07T06:38:45.3132570Z Example:: 2025-09-07T06:38:45.3132650Z 2025-09-07T06:38:45.3132730Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:45.3132940Z >>> import torch 2025-09-07T06:38:45.3133130Z >>> from torch.library import triton_op, wrap_triton 2025-09-07T06:38:45.3133340Z >>> 2025-09-07T06:38:45.3133460Z >>> import triton 2025-09-07T06:38:45.3133630Z >>> from triton import language as tl 2025-09-07T06:38:45.3133810Z >>> 2025-09-07T06:38:45.3133930Z >>> @triton.jit 2025-09-07T06:38:45.3134070Z >>> def add_kernel( 2025-09-07T06:38:45.3134220Z >>> in_ptr0, 2025-09-07T06:38:45.3134360Z >>> in_ptr1, 2025-09-07T06:38:45.3134500Z >>> out_ptr, 2025-09-07T06:38:45.3134650Z >>> n_elements, 2025-09-07T06:38:45.3134810Z >>> BLOCK_SIZE: "tl.constexpr", 2025-09-07T06:38:45.3134990Z >>> ): 2025-09-07T06:38:45.3135130Z >>> pid = tl.program_id(axis=0) 2025-09-07T06:38:45.3135390Z >>> block_start = pid * BLOCK_SIZE 2025-09-07T06:38:45.3135620Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-09-07T06:38:45.3135840Z >>> mask = offsets < n_elements 2025-09-07T06:38:45.3136050Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-09-07T06:38:45.3136280Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-09-07T06:38:45.3136520Z >>> output = x + y 2025-09-07T06:38:45.3136720Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-09-07T06:38:45.3136920Z >>> 2025-09-07T06:38:45.3137060Z >>> @triton_op("mylib::add", mutates_args={}) 2025-09-07T06:38:45.3137330Z >>> def add(x: torch.Tensor, y: torch.Tensor) -> torch.Tensor: 2025-09-07T06:38:45.3137580Z >>> output = torch.empty_like(x) 2025-09-07T06:38:45.3137770Z >>> n_elements = output.numel() 2025-09-07T06:38:45.3137940Z >>> 2025-09-07T06:38:45.3138060Z >>> def grid(meta): 2025-09-07T06:38:45.3138280Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-09-07T06:38:45.3138500Z >>> 2025-09-07T06:38:45.3138680Z >>> # NB: we need to wrap the triton kernel in a call to wrap_triton 2025-09-07T06:38:45.3138980Z >>> wrap_triton(add_kernel)[grid](x, y, output, n_elements, 16) 2025-09-07T06:38:45.3139210Z >>> return output 2025-09-07T06:38:45.3139370Z >>> 2025-09-07T06:38:45.3139520Z >>> @torch.compile 2025-09-07T06:38:45.3139670Z >>> def f(x, y): 2025-09-07T06:38:45.3139820Z >>> return add(x, y) 2025-09-07T06:38:45.3139980Z >>> 2025-09-07T06:38:45.3140120Z >>> x = torch.randn(3, device="cuda") 2025-09-07T06:38:45.3140320Z >>> y = torch.randn(3, device="cuda") 2025-09-07T06:38:45.3140490Z >>> 2025-09-07T06:38:45.3140600Z >>> z = f(x, y) 2025-09-07T06:38:45.3140800Z >>> assert torch.allclose(z, x + y) 2025-09-07T06:38:45.3140930Z 2025-09-07T06:38:45.3140980Z 2025-09-07T06:38:45.3141200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.3141420Z 2025-09-07T06:38:45.3141820Z msg = Cannot scrape callname=wrap_triton in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/triton.py line=296. 2025-09-07T06:38:45.3142410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.3142750Z Allows capture of a triton kernel into a graph via make_fx or 2025-09-07T06:38:45.3142990Z non-strict ``torch.export``. 2025-09-07T06:38:45.3143120Z 2025-09-07T06:38:45.3143260Z These technologies perform Dispatcher-based tracing (via 2025-09-07T06:38:45.3143560Z ``__torch_dispatch__``) and cannot see calls to raw triton kernels. 2025-09-07T06:38:45.3143870Z The ``wrap_triton`` API wraps a triton kernel into a callable that 2025-09-07T06:38:45.3144120Z can actually be traced into a graph. 2025-09-07T06:38:45.3144260Z 2025-09-07T06:38:45.3144390Z Please use this API together with :func:`torch.library.triton_op`. 2025-09-07T06:38:45.3144580Z 2025-09-07T06:38:45.3144630Z Examples: 2025-09-07T06:38:45.3144700Z 2025-09-07T06:38:45.3144760Z >>> # xdoctest: +SKIP 2025-09-07T06:38:45.3144920Z >>> import torch 2025-09-07T06:38:45.3145070Z >>> import triton 2025-09-07T06:38:45.3145240Z >>> from triton import language as tl 2025-09-07T06:38:45.3145480Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-09-07T06:38:45.3145740Z >>> from torch.library import wrap_triton 2025-09-07T06:38:45.3145920Z >>> 2025-09-07T06:38:45.3146040Z >>> @triton.jit 2025-09-07T06:38:45.3146190Z >>> def add_kernel( 2025-09-07T06:38:45.3146340Z >>> in_ptr0, 2025-09-07T06:38:45.3146480Z >>> in_ptr1, 2025-09-07T06:38:45.3146630Z >>> out_ptr, 2025-09-07T06:38:45.3146770Z >>> n_elements, 2025-09-07T06:38:45.3146960Z >>> BLOCK_SIZE: "tl.constexpr", 2025-09-07T06:38:45.3147130Z >>> ): 2025-09-07T06:38:45.3147270Z >>> pid = tl.program_id(axis=0) 2025-09-07T06:38:45.3147470Z >>> block_start = pid * BLOCK_SIZE 2025-09-07T06:38:45.3147690Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-09-07T06:38:45.3147940Z >>> mask = offsets < n_elements 2025-09-07T06:38:45.3153640Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-09-07T06:38:45.3153890Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-09-07T06:38:45.3154090Z >>> output = x + y 2025-09-07T06:38:45.3154290Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-09-07T06:38:45.3154490Z >>> 2025-09-07T06:38:45.3154610Z >>> def add(x, y): 2025-09-07T06:38:45.3154770Z >>> output = torch.empty_like(x) 2025-09-07T06:38:45.3154970Z >>> n_elements = output.numel() 2025-09-07T06:38:45.3155150Z >>> 2025-09-07T06:38:45.3155270Z >>> def grid_fn(meta): 2025-09-07T06:38:45.3155490Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-09-07T06:38:45.3155710Z >>> 2025-09-07T06:38:45.3155900Z >>> wrap_triton(add_kernel)[grid_fn](x, y, output, n_elements, 16) 2025-09-07T06:38:45.3156150Z >>> return output 2025-09-07T06:38:45.3156300Z >>> 2025-09-07T06:38:45.3156430Z >>> x = torch.randn(3, device="cuda") 2025-09-07T06:38:45.3156630Z >>> y = torch.randn(3, device="cuda") 2025-09-07T06:38:45.3156830Z >>> gm = make_fx(add)(x, y) 2025-09-07T06:38:45.3157000Z >>> print(gm.code) 2025-09-07T06:38:45.3157160Z >>> # def forward(self, x_1, y_1): 2025-09-07T06:38:45.3157440Z >>> # empty_like = torch.ops.aten.empty_like.default(x_1, pin_memory = False) 2025-09-07T06:38:45.3157900Z >>> # triton_kernel_wrapper_mutation_proxy = triton_kernel_wrapper_mutation( 2025-09-07T06:38:45.3158200Z >>> # kernel_idx = 0, constant_args_idx = 0, 2025-09-07T06:38:45.3158420Z >>> # grid = [(1, 1, 1)], kwargs = { 2025-09-07T06:38:45.3158650Z >>> # 'in_ptr0': x_1, 'in_ptr1': y_1, 'out_ptr': empty_like, 2025-09-07T06:38:45.3158890Z >>> # 'n_elements': 3, 'BLOCK_SIZE': 16 2025-09-07T06:38:45.3159080Z >>> # }) 2025-09-07T06:38:45.3159240Z >>> # return empty_like 2025-09-07T06:38:45.3159360Z 2025-09-07T06:38:45.3159400Z 2025-09-07T06:38:45.3159620Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.3159830Z 2025-09-07T06:38:45.3160370Z msg = Cannot scrape callname=unsafe_generate_fake_kernels in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/fake_profile.py line=94. 2025-09-07T06:38:45.3161020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.3161240Z 2025-09-07T06:38:45.3161380Z Registers a fake kernel based on the given operator profiles. This fake 2025-09-07T06:38:45.3161730Z kernel registration will override any existing fake kernel registrations. 2025-09-07T06:38:45.3161940Z 2025-09-07T06:38:45.3162080Z The input is a dictionary mapping operator names to a set of operator 2025-09-07T06:38:45.3162410Z profiles, which we will use to generate fake kernels. The operator profiles 2025-09-07T06:38:45.3162740Z are a record of the input and output tensor metadata. Based on this 2025-09-07T06:38:45.3163070Z information we will match a given input to the recorded profile, and return 2025-09-07T06:38:45.3163420Z an output with the same metadata as in the recorded profile. If a profile 2025-09-07T06:38:45.3163710Z doesn't exist then an exception will be thrown. 2025-09-07T06:38:45.3163860Z 2025-09-07T06:38:45.3164000Z The fake kernel generation is considered unsafe because it relies on the 2025-09-07T06:38:45.3164340Z rigid, pre-defined operator profiles that do not account for potential 2025-09-07T06:38:45.3164740Z variations in output behavior. Specifically, the generated kernels assume a 2025-09-07T06:38:45.3165110Z fixed relationship between input and output ranks. However, in reality, it's 2025-09-07T06:38:45.3165470Z possible that data-dependent operations may produce outputs of different 2025-09-07T06:38:45.3165830Z ranks even when given inputs of the same rank. The generated fake kernels 2025-09-07T06:38:45.3166160Z are inflexible and unable to accommodate these nuances, making them 2025-09-07T06:38:45.3166410Z potentially unsafe. 2025-09-07T06:38:45.3166500Z 2025-09-07T06:38:45.3166540Z Args: 2025-09-07T06:38:45.3166740Z op_profiles (dict[str, set[OpProfile]]): A dictionary mapping operator 2025-09-07T06:38:45.3167060Z name to a set of operator profiles from which we will generate fake 2025-09-07T06:38:45.3167290Z kernels. 2025-09-07T06:38:45.3167370Z 2025-09-07T06:38:45.3167420Z Examples: 2025-09-07T06:38:45.3167490Z 2025-09-07T06:38:45.3167600Z >>> # Example: Registering an op-profile from draft-export 2025-09-07T06:38:45.3167810Z >>> import torch 2025-09-07T06:38:45.3168000Z >>> from torch.export._draft_export import draft_export 2025-09-07T06:38:45.3168210Z >>> 2025-09-07T06:38:45.3168380Z >>> @torch.library.custom_op("mylib::foo", mutates_args=()) 2025-09-07T06:38:45.3168630Z >>> def foo(x: Tensor, y: Tensor) -> Tensor: 2025-09-07T06:38:45.3168820Z >>> return x + y 2025-09-07T06:38:45.3168950Z >>> 2025-09-07T06:38:45.3169080Z >>> class M(torch.nn.Module): 2025-09-07T06:38:45.3169260Z >>> def forward(self, a, b): 2025-09-07T06:38:45.3169470Z >>> res = torch.ops.mylib.foo(a, b) # no fake impl 2025-09-07T06:38:45.3169680Z >>> return res 2025-09-07T06:38:45.3169820Z >>> 2025-09-07T06:38:45.3169990Z >>> ep = draft_export(M(), (torch.ones(3, 4), torch.ones(3, 4)) 2025-09-07T06:38:45.3170250Z >>> 2025-09-07T06:38:45.3170490Z >>> with torch._library.fake_profile.unsafe_generate_fake_kernels(ep._report.op_profiles): 2025-09-07T06:38:45.3170810Z >>> decomp = ep.run_decompositions() 2025-09-07T06:38:45.3170950Z 2025-09-07T06:38:45.3170960Z 2025-09-07T06:38:45.3171110Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.3827240Z 2025-09-07T06:38:45.3827840Z msg = Cannot scrape callname=CustomOpDef.register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py line=397. 2025-09-07T06:38:45.3828550Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:45.3829020Z Register a FakeTensor implementation for this custom op. 2025-09-07T06:38:45.3829200Z 2025-09-07T06:38:45.3829360Z This is necessary to get the operator to work efficiently with torch.compile. 2025-09-07T06:38:45.3829580Z 2025-09-07T06:38:45.3829720Z The Fake impl (sometimes also known as a meta kernel or abstract impl) 2025-09-07T06:38:45.3830070Z specifies the behavior of this operator on Tensors that carry no data. 2025-09-07T06:38:45.3830370Z Given some input Tensors with certain properties 2025-09-07T06:38:45.3830680Z (sizes/strides/storage_offset/device), it specifies what the properties of 2025-09-07T06:38:45.3830950Z the output Tensors are. 2025-09-07T06:38:45.3831070Z 2025-09-07T06:38:45.3831210Z Please see :func:`torch.library.register_fake` for more details. 2025-09-07T06:38:45.3831400Z 2025-09-07T06:38:45.3831450Z Args: 2025-09-07T06:38:45.3831630Z fn (Callable): The function to register as the FakeTensor 2025-09-07T06:38:45.3831860Z implementation. 2025-09-07T06:38:45.3831980Z 2025-09-07T06:38:45.3832030Z Examples: 2025-09-07T06:38:45.3832160Z >>> import torch 2025-09-07T06:38:45.3832330Z >>> import numpy as np 2025-09-07T06:38:45.3832510Z >>> from torch import Tensor 2025-09-07T06:38:45.3832720Z >>> 2025-09-07T06:38:45.3832910Z >>> # Example 1: an operator without data-dependent output shape 2025-09-07T06:38:45.3833230Z >>> @torch.library.custom_op("mylib::linear", mutates_args=()) 2025-09-07T06:38:45.3833550Z >>> def linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-09-07T06:38:45.3833850Z >>> return (x @ weight.t()) + bias 2025-09-07T06:38:45.3834040Z >>> 2025-09-07T06:38:45.3834180Z >>> @linear.register_fake 2025-09-07T06:38:45.3834360Z >>> def _(x, weight, bias): 2025-09-07T06:38:45.3834540Z >>> assert x.dim() == 2 2025-09-07T06:38:45.3834730Z >>> assert weight.dim() == 2 2025-09-07T06:38:45.3834920Z >>> assert bias.dim() == 1 2025-09-07T06:38:45.3835130Z >>> assert x.shape[1] == weight.shape[1] 2025-09-07T06:38:45.3835360Z >>> assert weight.shape[0] == bias.shape[0] 2025-09-07T06:38:45.3835590Z >>> assert x.device == weight.device 2025-09-07T06:38:45.3835830Z >>> return x.new_empty(x.size(0), weight.size(0)) 2025-09-07T06:38:45.3836030Z >>> 2025-09-07T06:38:45.3836160Z >>> x = torch.randn(2, 2) 2025-09-07T06:38:45.3836350Z >>> weight = torch.randn(2, 2) 2025-09-07T06:38:45.3836530Z >>> bias = torch.randn(2) 2025-09-07T06:38:45.3836740Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:45.3837010Z >>> out = torch.compile(linear, fullgraph=True)(x, weight, bias) 2025-09-07T06:38:45.3837270Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:45.3837580Z >>> assert torch.allclose(out, torch.nn.functional.linear(x, weight, bias)) 2025-09-07T06:38:45.3837840Z >>> 2025-09-07T06:38:45.3838100Z >>> # Example 2: an operator with data-dependent output shape 2025-09-07T06:38:45.3838420Z >>> @torch.library.custom_op("mylib::nonzero", mutates_args=()) 2025-09-07T06:38:45.3838670Z >>> def nonzero(x: Tensor) -> Tensor: 2025-09-07T06:38:45.3838870Z >>> x_np = x.cpu().numpy() 2025-09-07T06:38:45.3839080Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-09-07T06:38:45.3839320Z >>> return torch.tensor(res, device=x.device) 2025-09-07T06:38:45.3839520Z >>> 2025-09-07T06:38:45.3839660Z >>> @nonzero.register_fake 2025-09-07T06:38:45.3839830Z >>> def _(x): 2025-09-07T06:38:45.3840030Z >>> # Number of nonzero-elements is data-dependent. 2025-09-07T06:38:45.3840300Z >>> # Since we cannot peek at the data in an abstract impl, 2025-09-07T06:38:45.3840600Z >>> # we use the ctx object to construct a new symint that 2025-09-07T06:38:45.3840840Z >>> # represents the data-dependent size. 2025-09-07T06:38:45.3841060Z >>> ctx = torch.library.get_ctx() 2025-09-07T06:38:45.3841270Z >>> nnz = ctx.new_dynamic_size() 2025-09-07T06:38:45.3841470Z >>> shape = [nnz, x.dim()] 2025-09-07T06:38:45.3841690Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-09-07T06:38:45.3841910Z >>> return result 2025-09-07T06:38:45.3842060Z >>> 2025-09-07T06:38:45.3842220Z >>> x = torch.tensor([0, 1, 2, 0, 0, 1]) 2025-09-07T06:38:45.3842440Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:45.3842690Z >>> out = torch.compile(nonzero, fullgraph=True)(x) 2025-09-07T06:38:45.3842930Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:45.3843160Z >>> assert torch.allclose(out, x.nonzero()) 2025-09-07T06:38:45.3843300Z 2025-09-07T06:38:45.3843350Z 2025-09-07T06:38:45.3843720Z Original Error: IndentationError('expected an indented block after function definition on line 36', ('', 37, 1, '_._ = None\n', 37, 2)) 2025-09-07T06:38:45.3844150Z 2025-09-07T06:38:45.3844200Z _._ = None 2025-09-07T06:38:45.3844310Z ^ 2025-09-07T06:38:45.3844770Z msg = Cannot scrape callname=Conv1d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py line=354. 2025-09-07T06:38:45.3845380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.3845750Z Applies a 1D convolution over a quantized input signal composed of 2025-09-07T06:38:45.3846020Z several quantized input planes. 2025-09-07T06:38:45.3846150Z 2025-09-07T06:38:45.3846280Z For details on input arguments, parameters, and implementation see 2025-09-07T06:38:45.3846540Z :class:`~torch.nn.Conv1d`. 2025-09-07T06:38:45.3846650Z 2025-09-07T06:38:45.3846700Z .. note:: 2025-09-07T06:38:45.3846900Z Only `zeros` is supported for the :attr:`padding_mode` argument. 2025-09-07T06:38:45.3847090Z 2025-09-07T06:38:45.3847130Z .. note:: 2025-09-07T06:38:45.3847320Z Only `torch.quint8` is supported for the input data type. 2025-09-07T06:38:45.3847540Z 2025-09-07T06:38:45.3847540Z 2025-09-07T06:38:45.3847590Z Attributes: 2025-09-07T06:38:45.3847790Z weight (Tensor): packed tensor derived from the learnable weight 2025-09-07T06:38:45.3848050Z parameter. 2025-09-07T06:38:45.3848260Z scale (Tensor): scalar for the output scale 2025-09-07T06:38:45.3848510Z zero_point (Tensor): scalar for the output zero point 2025-09-07T06:38:45.3848670Z 2025-09-07T06:38:45.3848770Z See :class:`~torch.nn.Conv1d` for other attributes. 2025-09-07T06:38:45.3848930Z 2025-09-07T06:38:45.3848970Z Examples:: 2025-09-07T06:38:45.3849060Z 2025-09-07T06:38:45.3849150Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_QENGINE) 2025-09-07T06:38:45.3849390Z >>> m = nn.quantized.Conv1d(16, 33, 3, stride=2) 2025-09-07T06:38:45.3849650Z >>> input = torch.randn(20, 16, 100) 2025-09-07T06:38:45.3849840Z >>> # quantize input to quint8 2025-09-07T06:38:45.3850020Z >>> # xdoctest: +SKIP 2025-09-07T06:38:45.3850260Z >>> q_input = torch.quantize_per_tensor(input, scale=1.0, zero_point=0, 2025-09-07T06:38:45.3850540Z ... dtype=torch.quint8) 2025-09-07T06:38:45.3850750Z >>> output = m(q_input) 2025-09-07T06:38:45.3850860Z 2025-09-07T06:38:45.3850900Z 2025-09-07T06:38:45.3851110Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.3851330Z 2025-09-07T06:38:45.3851710Z msg = Cannot scrape callname=LSTM in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/rnn.py line=12. 2025-09-07T06:38:45.3852360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.3852660Z A quantized long short-term memory (LSTM). 2025-09-07T06:38:45.3852800Z 2025-09-07T06:38:45.3852970Z For the description and the argument types, please, refer to :class:`~torch.nn.LSTM` 2025-09-07T06:38:45.3853210Z 2025-09-07T06:38:45.3853260Z Attributes: 2025-09-07T06:38:45.3853410Z layers : instances of the `_LSTMLayer` 2025-09-07T06:38:45.3853540Z 2025-09-07T06:38:45.3853580Z .. note:: 2025-09-07T06:38:45.3853790Z To access the weights and biases, you need to access them per layer. 2025-09-07T06:38:45.3854100Z See examples in :class:`~torch.ao.nn.quantizable.LSTM` 2025-09-07T06:38:45.3854270Z 2025-09-07T06:38:45.3854320Z Examples:: 2025-09-07T06:38:45.3854460Z >>> # xdoctest: +SKIP 2025-09-07T06:38:45.3854620Z >>> custom_module_config = { 2025-09-07T06:38:45.3854820Z ... 'float_to_observed_custom_module_class': { 2025-09-07T06:38:45.3855050Z ... nn.LSTM: nn.quantizable.LSTM, 2025-09-07T06:38:45.3855240Z ... }, 2025-09-07T06:38:45.3855410Z ... 'observed_to_quantized_custom_module_class': { 2025-09-07T06:38:45.3855680Z ... nn.quantizable.LSTM: nn.quantized.LSTM, 2025-09-07T06:38:45.3855880Z ... } 2025-09-07T06:38:45.3856000Z ... } 2025-09-07T06:38:45.3856210Z >>> tq.prepare(model, prepare_custom_module_class=custom_module_config) 2025-09-07T06:38:45.3856540Z >>> tq.convert(model, convert_custom_module_class=custom_module_config) 2025-09-07T06:38:45.3856770Z 2025-09-07T06:38:45.3857000Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.3857230Z 2025-09-07T06:38:45.3857690Z msg = Cannot scrape callname=DTypeConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/backend_config/backend_config.py line=181. 2025-09-07T06:38:45.3858360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.3858590Z 2025-09-07T06:38:45.3858740Z Config object that specifies the supported data types passed as arguments to 2025-09-07T06:38:45.3859100Z quantize ops in the reference model spec, for input and output activations, 2025-09-07T06:38:45.3859360Z weights, and biases. 2025-09-07T06:38:45.3859460Z 2025-09-07T06:38:45.3859560Z For example, consider the following reference model: 2025-09-07T06:38:45.3859720Z 2025-09-07T06:38:45.3859810Z quant1 - [dequant1 - fp32_linear - quant2] - dequant2 2025-09-07T06:38:45.3859970Z 2025-09-07T06:38:45.3860110Z The pattern in the square brackets refers to the reference pattern of 2025-09-07T06:38:45.3860440Z statically quantized linear. Setting the input dtype as `torch.quint8` 2025-09-07T06:38:45.3860790Z in the DTypeConfig means we pass in `torch.quint8` as the dtype argument 2025-09-07T06:38:45.3861130Z to the first quantize op (quant1). Similarly, setting the output dtype as 2025-09-07T06:38:45.3861470Z `torch.quint8` means we pass in `torch.quint8` as the dtype argument to 2025-09-07T06:38:45.3861770Z the second quantize op (quant2). 2025-09-07T06:38:45.3861900Z 2025-09-07T06:38:45.3862030Z Note that the dtype here does not refer to the interface dtypes of the 2025-09-07T06:38:45.3862350Z op. For example, the "input dtype" here is not the dtype of the input 2025-09-07T06:38:45.3862670Z tensor passed to the quantized linear op. Though it can still be the 2025-09-07T06:38:45.3862980Z same as the interface dtype, this is not always the case, e.g. the 2025-09-07T06:38:45.3863310Z interface dtype is fp32 in dynamic quantization but the "input dtype" 2025-09-07T06:38:45.3863630Z specified in the DTypeConfig would still be quint8. The semantics of 2025-09-07T06:38:45.3863950Z dtypes here are the same as the semantics of the dtypes specified in 2025-09-07T06:38:45.3864210Z the observers. 2025-09-07T06:38:45.3864290Z 2025-09-07T06:38:45.3864410Z These dtypes are matched against the ones specified in the user's 2025-09-07T06:38:45.3864730Z QConfig. If there is a match, and the QConfig satisfies the constraints 2025-09-07T06:38:45.3865060Z specified in the DTypeConfig (if any), then we will quantize the given 2025-09-07T06:38:45.3865390Z pattern using this DTypeConfig. Otherwise, the QConfig is ignored and 2025-09-07T06:38:45.3865650Z the pattern will not be quantized. 2025-09-07T06:38:45.3865780Z 2025-09-07T06:38:45.3865830Z Example usage:: 2025-09-07T06:38:45.3865910Z 2025-09-07T06:38:45.3865960Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:45.3866150Z >>> dtype_config1 = DTypeConfig( 2025-09-07T06:38:45.3866340Z ... input_dtype=torch.quint8, 2025-09-07T06:38:45.3866530Z ... output_dtype=torch.quint8, 2025-09-07T06:38:45.3866710Z ... weight_dtype=torch.qint8, 2025-09-07T06:38:45.3866900Z ... bias_dtype=torch.float) 2025-09-07T06:38:45.3867020Z 2025-09-07T06:38:45.3867080Z >>> dtype_config2 = DTypeConfig( 2025-09-07T06:38:45.3867290Z ... input_dtype=DTypeWithConstraints( 2025-09-07T06:38:45.3867490Z ... dtype=torch.quint8, 2025-09-07T06:38:45.3867660Z ... quant_min_lower_bound=0, 2025-09-07T06:38:45.3867850Z ... quant_max_upper_bound=255, 2025-09-07T06:38:45.3868080Z ... ), 2025-09-07T06:38:45.3868230Z ... output_dtype=DTypeWithConstraints( 2025-09-07T06:38:45.3868430Z ... dtype=torch.quint8, 2025-09-07T06:38:45.3868610Z ... quant_min_lower_bound=0, 2025-09-07T06:38:45.3868800Z ... quant_max_upper_bound=255, 2025-09-07T06:38:45.3868960Z ... ), 2025-09-07T06:38:45.3869130Z ... weight_dtype=DTypeWithConstraints( 2025-09-07T06:38:45.3869330Z ... dtype=torch.qint8, 2025-09-07T06:38:45.3869510Z ... quant_min_lower_bound=-128, 2025-09-07T06:38:45.3869710Z ... quant_max_upper_bound=127, 2025-09-07T06:38:45.3869890Z ... ), 2025-09-07T06:38:45.3870020Z ... bias_dtype=torch.float) 2025-09-07T06:38:45.3870140Z 2025-09-07T06:38:45.3870200Z >>> dtype_config1.input_dtype 2025-09-07T06:38:45.3870360Z torch.quint8 2025-09-07T06:38:45.3870450Z 2025-09-07T06:38:45.3870510Z >>> dtype_config2.input_dtype 2025-09-07T06:38:45.3870670Z torch.quint8 2025-09-07T06:38:45.3870750Z 2025-09-07T06:38:45.3870840Z >>> dtype_config2.input_dtype_with_constraints 2025-09-07T06:38:45.3871310Z DTypeWithConstraints(dtype=torch.quint8, quant_min_lower_bound=0, quant_max_upper_bound=255, scale_min_lower_bound=None, scale_max_upper_bound=None) 2025-09-07T06:38:45.3871690Z 2025-09-07T06:38:45.3871840Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.4056040Z 2025-09-07T06:38:45.4056860Z msg = Cannot scrape callname=ModelReportVisualizer.generate_filtered_tables in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=301. 2025-09-07T06:38:45.4057860Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.4058100Z 2025-09-07T06:38:45.4063780Z Takes in optional filter values and generates two tables with desired information. 2025-09-07T06:38:45.4064040Z 2025-09-07T06:38:45.4064180Z The generated tables are presented in both a list-of-lists format 2025-09-07T06:38:45.4064390Z 2025-09-07T06:38:45.4064520Z The reason for the two tables are that they handle different things: 2025-09-07T06:38:45.4064830Z 1.) the first table handles all tensor level information 2025-09-07T06:38:45.4065140Z 2.) the second table handles and displays all channel based information 2025-09-07T06:38:45.4065350Z 2025-09-07T06:38:45.4065550Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-09-07T06:38:45.4066010Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-09-07T06:38:45.4066560Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-09-07T06:38:45.4066850Z 2025-09-07T06:38:45.4066910Z Tensor table columns: 2025-09-07T06:38:45.4067140Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:45.4067440Z ---- --------- --------- --------- --------- --------- 2025-09-07T06:38:45.4067610Z 2025-09-07T06:38:45.4067670Z Per-Channel table columns: 2025-09-07T06:38:45.4067930Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:45.4068250Z ---- --------- ------- --------- --------- --------- --------- 2025-09-07T06:38:45.4068430Z 2025-09-07T06:38:45.4068470Z Args: 2025-09-07T06:38:45.4068700Z feature_filter (str, optional): Filters the features presented to only those that 2025-09-07T06:38:45.4068990Z contain this filter substring 2025-09-07T06:38:45.4069230Z Default = "", results in all the features being printed 2025-09-07T06:38:45.4069550Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:45.4069940Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:45.4070190Z 2025-09-07T06:38:45.4070260Z Returns a dictionary with two keys: 2025-09-07T06:38:45.4070490Z (Dict[str, Tuple[List, List]]) A dict containing two keys: 2025-09-07T06:38:45.4070740Z "tensor_level_info", "channel_level_info" 2025-09-07T06:38:45.4070940Z Each key maps to a tuple with: 2025-09-07T06:38:45.4071130Z A list of the headers of each table 2025-09-07T06:38:45.4071440Z A list of lists containing the table information row by row 2025-09-07T06:38:45.4071730Z The 0th index row will contain the headers of the columns 2025-09-07T06:38:45.4071980Z The rest of the rows will contain data 2025-09-07T06:38:45.4072120Z 2025-09-07T06:38:45.4072170Z Example Use: 2025-09-07T06:38:45.4072320Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:45.4072560Z >>> mod_report_visualizer.generate_filtered_tables( 2025-09-07T06:38:45.4072830Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:45.4073190Z ... ) # generates table with per_channel_min info for all modules in block 1 of the model 2025-09-07T06:38:45.4073420Z 2025-09-07T06:38:45.4073580Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.4073800Z 2025-09-07T06:38:45.4074390Z msg = Cannot scrape callname=ModelReportVisualizer.generate_table_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=399. 2025-09-07T06:38:45.4075200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.4075430Z 2025-09-07T06:38:45.4075590Z Takes in optional filter values and prints out formatted tables of the information. 2025-09-07T06:38:45.4075820Z 2025-09-07T06:38:45.4076080Z The reason for the two tables printed out instead of one large one are that they handle different things: 2025-09-07T06:38:45.4076470Z 1.) the first table handles all tensor level information 2025-09-07T06:38:45.4076770Z 2.) the second table handles and displays all channel based information 2025-09-07T06:38:45.4076960Z 2025-09-07T06:38:45.4077150Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-09-07T06:38:45.4077600Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-09-07T06:38:45.4078070Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-09-07T06:38:45.4078350Z 2025-09-07T06:38:45.4078400Z Tensor table columns: 2025-09-07T06:38:45.4078650Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:45.4078920Z ---- --------- --------- --------- --------- --------- 2025-09-07T06:38:45.4079080Z 2025-09-07T06:38:45.4079140Z Per-Channel table columns: 2025-09-07T06:38:45.4079260Z 2025-09-07T06:38:45.4079400Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:45.4079700Z ---- --------- ------- --------- --------- --------- --------- 2025-09-07T06:38:45.4079880Z 2025-09-07T06:38:45.4079920Z Args: 2025-09-07T06:38:45.4080150Z feature_filter (str, optional): Filters the features presented to only those that 2025-09-07T06:38:45.4080440Z contain this filter substring 2025-09-07T06:38:45.4080660Z Default = "", results in all the features being printed 2025-09-07T06:38:45.4081000Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:45.4081370Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:45.4081580Z 2025-09-07T06:38:45.4081630Z Example Use: 2025-09-07T06:38:45.4081790Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:45.4082030Z >>> mod_report_visualizer.generate_table_visualization( 2025-09-07T06:38:45.4082310Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:45.4082580Z ... ) 2025-09-07T06:38:45.4082770Z >>> # prints out neatly formatted table with per_channel_min info 2025-09-07T06:38:45.4083030Z >>> # for all modules in block 1 of the model 2025-09-07T06:38:45.4083180Z 2025-09-07T06:38:45.4083330Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.4083570Z 2025-09-07T06:38:45.4084150Z msg = Cannot scrape callname=ModelReportVisualizer.generate_plot_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=564. 2025-09-07T06:38:45.4084960Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.4085180Z 2025-09-07T06:38:45.4085330Z Takes in a feature and optional module_filter and plots of the desired data. 2025-09-07T06:38:45.4085540Z 2025-09-07T06:38:45.4085700Z For per channel features, it averages the value across the channels and plots a point 2025-09-07T06:38:45.4086090Z per module. The reason for this is that for models with hundreds of channels, it can 2025-09-07T06:38:45.4086470Z be hard to differentiate one channel line from another, and so the point of generating 2025-09-07T06:38:45.4086860Z a single average point per module is to give a sense of general trends that encourage 2025-09-07T06:38:45.4087140Z further deep dives. 2025-09-07T06:38:45.4087230Z 2025-09-07T06:38:45.4087280Z Note: 2025-09-07T06:38:45.4087490Z Only features in the report that have tensor value data are plottable by this class 2025-09-07T06:38:45.4087820Z When the tensor information is plotted, it will plot: 2025-09-07T06:38:45.4088060Z idx as the x val, feature value as the y_val 2025-09-07T06:38:45.4088300Z When the channel information is plotted, it will plot: 2025-09-07T06:38:45.4088670Z the first idx of each module as the x val, feature value as the y_val [for each channel] 2025-09-07T06:38:45.4089050Z The reason for this is that we want to be able to compare values across the 2025-09-07T06:38:45.4089400Z channels for same layer, and it will be hard if values are staggered by idx 2025-09-07T06:38:45.4089710Z This means each module is represented by only 1 x value 2025-09-07T06:38:45.4089920Z Args: 2025-09-07T06:38:45.4090120Z feature_filter (str): Filters the features presented to only those that 2025-09-07T06:38:45.4090380Z contain this filter substring 2025-09-07T06:38:45.4090670Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:45.4091070Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:45.4091280Z 2025-09-07T06:38:45.4091320Z Example Use: 2025-09-07T06:38:45.4091480Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:45.4091720Z >>> mod_report_visualizer.generate_plot_visualization( 2025-09-07T06:38:45.4092000Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:45.4092220Z ... ) 2025-09-07T06:38:45.4092400Z >>> # outputs line plot of per_channel_min information for all 2025-09-07T06:38:45.4092700Z >>> # modules in block1 of model each channel gets it's own line, 2025-09-07T06:38:45.4092990Z >>> # and it's plotted across the in-order modules on the x-axis 2025-09-07T06:38:45.4093160Z 2025-09-07T06:38:45.4093310Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.4093530Z 2025-09-07T06:38:45.4094120Z msg = Cannot scrape callname=ModelReportVisualizer.generate_histogram_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=643. 2025-09-07T06:38:45.4094930Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.4095150Z 2025-09-07T06:38:45.4095370Z Takes in a feature and optional module_filter and plots the histogram of desired data. 2025-09-07T06:38:45.4095600Z 2025-09-07T06:38:45.4095650Z Note: 2025-09-07T06:38:45.4095860Z Only features in the report that have tensor value data can be viewed as a histogram 2025-09-07T06:38:45.4096250Z If you want to plot a histogram from all the channel values of a specific feature for 2025-09-07T06:38:45.4096650Z a specific model, make sure to specify both the model and the feature properly 2025-09-07T06:38:45.4097040Z in the filters and you should be able to see a distribution of the channel data 2025-09-07T06:38:45.4097250Z 2025-09-07T06:38:45.4097290Z Args: 2025-09-07T06:38:45.4097530Z feature_filter (str, optional): Filters the features presented to only those that 2025-09-07T06:38:45.4097830Z contain this filter substring 2025-09-07T06:38:45.4098070Z Default = "", results in all the features being printed 2025-09-07T06:38:45.4098390Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:45.4098760Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:45.4099120Z num_bins (int, optional): The number of bins to create the histogram with 2025-09-07T06:38:45.4099440Z Default = 10, the values will be split into 10 equal sized bins 2025-09-07T06:38:45.4099620Z 2025-09-07T06:38:45.4099670Z Example Use: 2025-09-07T06:38:45.4099800Z >>> # xdoctest: +SKIP 2025-09-07T06:38:45.4100080Z >>> mod_report_visualizer.generategenerate_histogram_visualization_plot_visualization( 2025-09-07T06:38:45.4100440Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:45.4100680Z ... ) 2025-09-07T06:38:45.4100910Z # outputs histogram of per_channel_min information for all modules in block1 of model 2025-09-07T06:38:45.4101350Z information is gathered across all channels for all modules in block 1 for the 2025-09-07T06:38:45.4101710Z per_channel_min and is displayed in a histogram of equally sized bins 2025-09-07T06:38:45.4101910Z 2025-09-07T06:38:45.4102060Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.7733830Z 2025-09-07T06:38:45.7734500Z msg = Cannot scrape callname=ModelReport in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report.py line=24. 2025-09-07T06:38:45.7735200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.7735430Z 2025-09-07T06:38:45.7735620Z The ModelReport class aims to provide users an easy way to diagnose issues that they run into 2025-09-07T06:38:45.7736200Z with their models. The class works with all traceable GraphModules to help diagnose issues, 2025-09-07T06:38:45.7736650Z though the requirements on the type of model more-so depends on the specific report the user 2025-09-07T06:38:45.7737100Z is trying to generate. With respect to the reports, the ModelReport class is initialized with 2025-09-07T06:38:45.7737520Z a set of Detector classes, each of which generate reports on quantization configuration 2025-09-07T06:38:45.7737820Z issues a use might have. 2025-09-07T06:38:45.7737920Z 2025-09-07T06:38:45.7738000Z Currently supports generating reports on: 2025-09-07T06:38:45.7738280Z - Suggestions for per-channel vs. per-tensor quantization (nn.Module) 2025-09-07T06:38:45.7738700Z - Suggestions for dynamic vs static quantization for linear layers (Graph Modules) 2025-09-07T06:38:45.7739090Z - Suggestions for input-weight equalization for linear and conv layers (Graph Modules) 2025-09-07T06:38:45.7739460Z - Suggestions for outlier detection for all layers (Graph Modules) 2025-09-07T06:38:45.7739650Z 2025-09-07T06:38:45.7739890Z The ModelReport class has the primary functionality of inserting observers (primarily the ModelReportObserver) 2025-09-07T06:38:45.7740410Z where needed for each detector to gather the information it needs, and then after calibration, the ModelReport 2025-09-07T06:38:45.7740990Z class compiles the report generated by each Detector class into a single report to return to the user. It also 2025-09-07T06:38:45.7741400Z has the capability to remove all the observers it inserted as well. 2025-09-07T06:38:45.7741600Z 2025-09-07T06:38:45.7741810Z * :attr:`_model` The model we wish to generate the report for. Must be a traceable GraphModule 2025-09-07T06:38:45.7742050Z 2025-09-07T06:38:45.7742280Z * :attr:`_desired_report_detectors` The set of Detectors representing desired reports from the ModelReport class 2025-09-07T06:38:45.7742760Z Make sure that these are all unique types of detectors [do not have more than 1 of the same class] 2025-09-07T06:38:45.7743010Z 2025-09-07T06:38:45.7743180Z * :attr:`_desired_detector_names` The set of detector names of the _desired_report_detectors. 2025-09-07T06:38:45.7743560Z This set is generated by calling the get_detector_name() of each detector 2025-09-07T06:38:45.7743770Z 2025-09-07T06:38:45.7743970Z * :attr:`_detector_name_to_observer_fqns` The mapping from each detector to fqns of observers of interest 2025-09-07T06:38:45.7744460Z The purpose of this is to keep track of what observers were inserted for each detector, so that they 2025-09-07T06:38:45.7744770Z can be removed at the end if desired 2025-09-07T06:38:45.7744910Z 2025-09-07T06:38:45.7745100Z * :attr:`_prepared_flag` A boolean flag that keeps track of whether we have prepared the model or not 2025-09-07T06:38:45.7745500Z This is to ensure we only insert observers once with the ModelReport instance 2025-09-07T06:38:45.7745710Z 2025-09-07T06:38:45.7745870Z * :attr:`_removed_observers` A boolean to track if we have removed observers already 2025-09-07T06:38:45.7746260Z The purpose is to ensure we don't attempt to remove observers twice with the same ModelReport 2025-09-07T06:38:45.7746830Z instance. This also allows the functionality where we can generate the report multiple times 2025-09-07T06:38:45.7747180Z as long as we haven't removed the observers yet. 2025-09-07T06:38:45.7747330Z 2025-09-07T06:38:45.7747380Z Note: 2025-09-07T06:38:45.7747620Z This class was initially designed to work with the Fx Graph Mode workflow in mind. However, 2025-09-07T06:38:45.7748050Z full functionality is available as long as there is a traceable GraphModule that is being used. 2025-09-07T06:38:45.7748480Z One method to get a traceable GraphModule without going through the Fx workflow is to use 2025-09-07T06:38:45.7748780Z the QuantizationTracer class. 2025-09-07T06:38:45.7748910Z 2025-09-07T06:38:45.7749010Z General Flow for Fx workflow: 2025-09-07T06:38:45.7749350Z 1.) Initialize ModelReport object with reports of interest by passing in initialized detector objects and model 2025-09-07T06:38:45.7749710Z 2.) Prepare your model with prepare_fx 2025-09-07T06:38:45.7750000Z 3.) Call model_report.prepare_detailed_calibration to add relevant observers 2025-09-07T06:38:45.7750280Z 4.) Calibrate your model with data 2025-09-07T06:38:45.7750620Z 5.) Call model_report.generate_report on your model to generate report and optionally remove added observers 2025-09-07T06:38:45.7750940Z Optional 2025-09-07T06:38:45.7751170Z 6.) Call model_report.generate_visualizer to get a ModelReportVisualizer instance 2025-09-07T06:38:45.7751550Z 7.) To help in parsing report information and debugging, view report info as a: 2025-09-07T06:38:45.7751810Z - Table 2025-09-07T06:38:45.7751940Z - Histogram 2025-09-07T06:38:45.7752060Z - Line plot 2025-09-07T06:38:45.7752340Z 8.) Call model_report.generate_qconfigs to generate the qconfigs based on the report suggestions 2025-09-07T06:38:45.7752590Z 2025-09-07T06:38:45.7752650Z Example (with QuantizationTracer): 2025-09-07T06:38:45.7752840Z >>> # xdoctest: +SKIP 2025-09-07T06:38:45.7753010Z >>> # get the necessary qconfig 2025-09-07T06:38:45.7753200Z >>> config = PrepareCustomConfig() 2025-09-07T06:38:45.7753450Z >>> skipped_module_names, skipped_module_classes = ( 2025-09-07T06:38:45.7753700Z ... get_skipped_module_name_and_classes(config, False) 2025-09-07T06:38:45.7753910Z ... ) 2025-09-07T06:38:45.7753970Z 2025-09-07T06:38:45.7754050Z >>> # initialize our model and get GraphModule 2025-09-07T06:38:45.7754250Z >>> model = SomeModel() 2025-09-07T06:38:45.7754650Z >>> tracer = QuantizationTracer(skipped_module_names, skipped_module_classes) 2025-09-07T06:38:45.7754980Z >>> graph_module = GraphModule(model, tracer.trace(model)) 2025-09-07T06:38:45.7755160Z 2025-09-07T06:38:45.7755250Z >>> # get our set of detectors and ModelReport instance 2025-09-07T06:38:45.7755470Z >>> detector_set = set( 2025-09-07T06:38:45.7755620Z ... [ 2025-09-07T06:38:45.7755780Z ... DynamicStaticDetector(tolerance=0.5), 2025-09-07T06:38:45.7756040Z ... InputWeightEqualizationDetector(ratio_threshold=0.7), 2025-09-07T06:38:45.7756270Z ... ] 2025-09-07T06:38:45.7756390Z ... ) 2025-09-07T06:38:45.7756590Z >>> tracer_reporter = ModelReport(graph_module, tracer_detector_set) 2025-09-07T06:38:45.7756790Z 2025-09-07T06:38:45.7756880Z >>> # now we insert the observers and calibrate the model 2025-09-07T06:38:45.7757190Z >>> tracer_model_with_observers = tracer_reporter.prepare_detailed_calibration() 2025-09-07T06:38:45.7757500Z >>> for i in range(num_callibration_batches): 2025-09-07T06:38:45.7757720Z >>> example_input = get_callibration_input() 2025-09-07T06:38:45.7757950Z >>> tracer_model_with_observers(example_input) 2025-09-07T06:38:45.7758100Z 2025-09-07T06:38:45.7758260Z >>> # finally we generate the reports and optionally remove the observers we inserted 2025-09-07T06:38:45.7758580Z >>> reports = tracer_reporter.generate_model_report( 2025-09-07T06:38:45.7758800Z ... remove_inserted_observers=True 2025-09-07T06:38:45.7759010Z ... ) 2025-09-07T06:38:45.7759080Z 2025-09-07T06:38:45.7759220Z >>> # Optional: we can generate the qconfig mapping based on the suggestions 2025-09-07T06:38:45.7759520Z >>> qconfigs = model_report.generate_qconfig_mapping() 2025-09-07T06:38:45.7759680Z 2025-09-07T06:38:45.7759830Z >>> # Optional: we can generate the equalization mapping based on the suggestions 2025-09-07T06:38:45.7760150Z >>> qconfigs = model_report.generate_equalization_mapping() 2025-09-07T06:38:45.7760330Z 2025-09-07T06:38:45.7760500Z >>> # Optional: we get a ModelReportVisualizer instance to do any visualizations desired 2025-09-07T06:38:45.7760860Z >>> model_report_visualizer = tracer_reporter.generate_visualizer() 2025-09-07T06:38:45.7761080Z 2025-09-07T06:38:45.7761090Z 2025-09-07T06:38:45.7761240Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.7761460Z 2025-09-07T06:38:45.7761930Z msg = Cannot scrape callname=BaseSparsifier.squash_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/pruning/sparsifier/base_sparsifier.py line=229. 2025-09-07T06:38:45.7762630Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.7762970Z Squashes the sparse masks into the appropriate tensors. 2025-09-07T06:38:45.7763140Z 2025-09-07T06:38:45.7763290Z If either the `params_to_keep` or `params_to_keep_per_layer` is set, 2025-09-07T06:38:45.7763630Z the module will have a `sparse_params` dict attached to it. 2025-09-07T06:38:45.7763810Z 2025-09-07T06:38:45.7763860Z Args: 2025-09-07T06:38:45.7764050Z params_to_keep: List of keys to save in the module or a dict 2025-09-07T06:38:45.7764340Z representing the modules and keys that will have 2025-09-07T06:38:45.7764580Z sparsity parameters saved 2025-09-07T06:38:45.7764850Z params_to_keep_per_layer: Dict to specify the params that should be 2025-09-07T06:38:45.7765150Z saved for specific layers. The keys in the dict 2025-09-07T06:38:45.7765480Z should be the module fqn, while the values should 2025-09-07T06:38:45.7765740Z be a list of strings with the names of the variables 2025-09-07T06:38:45.7765980Z to save in the `sparse_params` 2025-09-07T06:38:45.7766130Z 2025-09-07T06:38:45.7766190Z Examples: 2025-09-07T06:38:45.7766370Z >>> # xdoctest: +SKIP("locals are undefined") 2025-09-07T06:38:45.7766590Z >>> # Don't save any sparse params 2025-09-07T06:38:45.7766790Z >>> sparsifier.squash_mask() 2025-09-07T06:38:45.7767000Z >>> hasattr(model.submodule1, "sparse_params") 2025-09-07T06:38:45.7767200Z False 2025-09-07T06:38:45.7767280Z 2025-09-07T06:38:45.7767350Z >>> # Keep sparse params per layer 2025-09-07T06:38:45.7767550Z >>> sparsifier.squash_mask( 2025-09-07T06:38:45.7767750Z ... params_to_keep_per_layer={ 2025-09-07T06:38:45.7768000Z ... "submodule1.linear1": ("foo", "bar"), 2025-09-07T06:38:45.7768220Z ... "submodule2.linear42": ("baz",), 2025-09-07T06:38:45.7768410Z ... } 2025-09-07T06:38:45.7768540Z ... ) 2025-09-07T06:38:45.7768720Z >>> print(model.submodule1.linear1.sparse_params) 2025-09-07T06:38:45.7768940Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:45.7769160Z >>> print(model.submodule2.linear42.sparse_params) 2025-09-07T06:38:45.7769370Z {'baz': 0.1} 2025-09-07T06:38:45.7769460Z 2025-09-07T06:38:45.7769550Z >>> # Keep sparse params for all layers 2025-09-07T06:38:45.7769800Z >>> sparsifier.squash_mask(params_to_keep=("foo", "bar")) 2025-09-07T06:38:45.7770070Z >>> print(model.submodule1.linear1.sparse_params) 2025-09-07T06:38:45.7770310Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:45.7770530Z >>> print(model.submodule2.linear42.sparse_params) 2025-09-07T06:38:45.7770740Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:45.7770860Z 2025-09-07T06:38:45.7770980Z >>> # Keep some sparse params for all layers, and specific ones for 2025-09-07T06:38:45.7771230Z >>> # some other layers 2025-09-07T06:38:45.7771420Z >>> sparsifier.squash_mask( 2025-09-07T06:38:45.7771630Z ... params_to_keep=("foo", "bar"), 2025-09-07T06:38:45.7771890Z ... params_to_keep_per_layer={"submodule2.linear42": ("baz",)}, 2025-09-07T06:38:45.7772130Z ... ) 2025-09-07T06:38:45.7772310Z >>> print(model.submodule1.linear1.sparse_params) 2025-09-07T06:38:45.7772550Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:45.7772760Z >>> print(model.submodule2.linear42.sparse_params) 2025-09-07T06:38:45.7772980Z {'foo': 42, 'bar': 24, 'baz': 0.1} 2025-09-07T06:38:45.7773160Z 2025-09-07T06:38:45.7773380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8681250Z 2025-09-07T06:38:45.8681890Z msg = Cannot scrape callname=ActivationSparsifier in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/pruning/_experimental/activation_sparsifier/activation_sparsifier.py line=16. 2025-09-07T06:38:45.8682720Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.8682960Z 2025-09-07T06:38:45.8683130Z The Activation sparsifier class aims to sparsify/prune activations in a neural 2025-09-07T06:38:45.8683500Z network. The idea is to attach the sparsifier to a layer (or layers) and it 2025-09-07T06:38:45.8683880Z zeroes out the activations based on the mask_fn (or sparsification function) 2025-09-07T06:38:45.8684150Z input by the user. 2025-09-07T06:38:45.8684390Z The mask_fn is applied once all the inputs are aggregated and reduced i.e. 2025-09-07T06:38:45.8684700Z mask = mask_fn(reduce_fn(aggregate_fn(activations))) 2025-09-07T06:38:45.8684970Z 2025-09-07T06:38:45.8685030Z Note:: 2025-09-07T06:38:45.8685310Z The sparsification mask is computed on the input **before it goes through the attached layer**. 2025-09-07T06:38:45.8685580Z 2025-09-07T06:38:45.8685620Z Args: 2025-09-07T06:38:45.8685730Z model (nn.Module): 2025-09-07T06:38:45.8686030Z The model whose layers will be sparsified. The layers that needs to be 2025-09-07T06:38:45.8686380Z sparsified should be added separately using the register_layer() function 2025-09-07T06:38:45.8686660Z aggregate_fn (Optional, Callable): 2025-09-07T06:38:45.8686950Z default aggregate_fn that is used if not specified while registering the layer. 2025-09-07T06:38:45.8687280Z specifies how inputs should be aggregated over time. 2025-09-07T06:38:45.8687610Z The aggregate_fn should usually take 2 torch tensors and return the aggregated tensor. 2025-09-07T06:38:45.8687900Z Example 2025-09-07T06:38:45.8688090Z def add_agg_fn(tensor1, tensor2): return tensor1 + tensor2 2025-09-07T06:38:45.8688330Z reduce_fn (Optional, Callable): 2025-09-07T06:38:45.8688610Z default reduce_fn that is used if not specified while registering the layer. 2025-09-07T06:38:45.8688980Z reduce_fn will be called on the aggregated tensor i.e. the tensor obtained after 2025-09-07T06:38:45.8689280Z calling agg_fn() on all inputs. 2025-09-07T06:38:45.8689460Z Example 2025-09-07T06:38:45.8689790Z def mean_reduce_fn(agg_tensor): return agg_tensor.mean(dim=0) 2025-09-07T06:38:45.8690050Z mask_fn (Optional, Callable): 2025-09-07T06:38:45.8690370Z default mask_fn that is used to create the sparsification mask using the tensor obtained after 2025-09-07T06:38:45.8690870Z calling the reduce_fn(). This is used by default if a custom one is passed in the 2025-09-07T06:38:45.8691160Z register_layer(). 2025-09-07T06:38:45.8691490Z Note that the mask_fn() definition should contain the sparse arguments that is passed in sparse_config 2025-09-07T06:38:45.8691830Z arguments. 2025-09-07T06:38:45.8691990Z features (Optional, list): 2025-09-07T06:38:45.8692200Z default selected features to sparsify. 2025-09-07T06:38:45.8692580Z If this is non-empty, then the mask_fn will be applied for each feature of the input. 2025-09-07T06:38:45.8692880Z For example, 2025-09-07T06:38:45.8693140Z mask = [mask_fn(reduce_fn(aggregated_fn(input[feature])) for feature in features] 2025-09-07T06:38:45.8693490Z feature_dim (Optional, int): 2025-09-07T06:38:45.8693790Z default dimension of input features. Again, features along this dim will be chosen 2025-09-07T06:38:45.8694080Z for sparsification. 2025-09-07T06:38:45.8694260Z sparse_config (Dict): 2025-09-07T06:38:45.8694510Z Default configuration for the mask_fn. This config will be passed 2025-09-07T06:38:45.8694770Z with the mask_fn() 2025-09-07T06:38:45.8694890Z 2025-09-07T06:38:45.8694930Z Example: 2025-09-07T06:38:45.8695050Z >>> # xdoctest: +SKIP 2025-09-07T06:38:45.8695210Z >>> model = SomeModel() 2025-09-07T06:38:45.8695510Z >>> act_sparsifier = ActivationSparsifier(...) # init activation sparsifier 2025-09-07T06:38:45.8695790Z >>> # Initialize aggregate_fn 2025-09-07T06:38:45.8695960Z >>> def agg_fn(x, y): 2025-09-07T06:38:45.8696120Z >>> return x + y 2025-09-07T06:38:45.8696260Z >>> 2025-09-07T06:38:45.8696390Z >>> # Initialize reduce_fn 2025-09-07T06:38:45.8696560Z >>> def reduce_fn(x): 2025-09-07T06:38:45.8696720Z >>> return torch.mean(x, dim=0) 2025-09-07T06:38:45.8696900Z >>> 2025-09-07T06:38:45.8697020Z >>> # Initialize mask_fn 2025-09-07T06:38:45.8697190Z >>> def mask_fn(data): 2025-09-07T06:38:45.8697380Z >>> return torch.eye(data.shape).to(data.device) 2025-09-07T06:38:45.8697640Z >>> 2025-09-07T06:38:45.8697750Z >>> 2025-09-07T06:38:45.8697880Z >>> act_sparsifier.register_layer( 2025-09-07T06:38:45.8698070Z ... model.some_layer, 2025-09-07T06:38:45.8698230Z ... aggregate_fn=agg_fn, 2025-09-07T06:38:45.8698410Z ... reduce_fn=reduce_fn, 2025-09-07T06:38:45.8698640Z ... mask_fn=mask_fn, 2025-09-07T06:38:45.8698790Z ... ) 2025-09-07T06:38:45.8698900Z >>> 2025-09-07T06:38:45.8699020Z >>> # start training process 2025-09-07T06:38:45.8699190Z >>> for _ in [...]: 2025-09-07T06:38:45.8699330Z >>> # epoch starts 2025-09-07T06:38:45.8699530Z >>> # model.forward(), compute_loss() and model.backwards() 2025-09-07T06:38:45.8699760Z >>> # epoch ends 2025-09-07T06:38:45.8699910Z >>> act_sparsifier.step() 2025-09-07T06:38:45.8700090Z >>> # end training process 2025-09-07T06:38:45.8700250Z >>> sparsifier.squash_mask() 2025-09-07T06:38:45.8700370Z 2025-09-07T06:38:45.8700520Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8700740Z 2025-09-07T06:38:45.8701300Z msg = Cannot scrape callname=BaseDataScheduler.get_schedule_param in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/pruning/_experimental/data_scheduler/base_data_scheduler.py line=91. 2025-09-07T06:38:45.8702060Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.8702280Z 2025-09-07T06:38:45.8702400Z Abstract method that needs to be implemented by the child class. 2025-09-07T06:38:45.8702740Z The expected return type should is a dictionary of name to schedule_param value 2025-09-07T06:38:45.8703130Z The returned values will be updated in sparsifier when the scheduler step() function 2025-09-07T06:38:45.8703410Z is called. 2025-09-07T06:38:45.8703480Z 2025-09-07T06:38:45.8703610Z Example: 2025-09-07T06:38:45.8703740Z >>> def get_schedule_param(self): 2025-09-07T06:38:45.8703930Z ... new_param = {} 2025-09-07T06:38:45.8704130Z ... for name in self.sparsifier.data_groups.keys(): 2025-09-07T06:38:45.8704350Z ... new_param[name] = ( 2025-09-07T06:38:45.8704600Z ... self.sparsifier.data_groups[name][self.schedule_param] * 0.5 2025-09-07T06:38:45.8704820Z ... ) 2025-09-07T06:38:45.8704960Z ... return new_param 2025-09-07T06:38:45.8705070Z 2025-09-07T06:38:45.8705270Z When the step() function is called, the value in self.sparsifier.data_groups[name][self.schedule_param] 2025-09-07T06:38:45.8705590Z would be halved 2025-09-07T06:38:45.8705740Z 2025-09-07T06:38:45.8705890Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8706120Z 2025-09-07T06:38:45.8706550Z msg = Cannot scrape callname=RelaxedBernoulli in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/relaxed_bernoulli.py line=120. 2025-09-07T06:38:45.8707200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.8707420Z 2025-09-07T06:38:45.8707530Z Creates a RelaxedBernoulli distribution, parametrized by 2025-09-07T06:38:45.8707820Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits` 2025-09-07T06:38:45.8708130Z (but not both). This is a relaxed version of the `Bernoulli` distribution, 2025-09-07T06:38:45.8708440Z so the values are in (0, 1), and has reparametrizable samples. 2025-09-07T06:38:45.8708620Z 2025-09-07T06:38:45.8708670Z Example:: 2025-09-07T06:38:45.8708730Z 2025-09-07T06:38:45.8708830Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:45.8709060Z >>> m = RelaxedBernoulli(torch.tensor([2.2]), 2025-09-07T06:38:45.8709280Z ... torch.tensor([0.1, 0.2, 0.3, 0.99])) 2025-09-07T06:38:45.8709470Z >>> m.sample() 2025-09-07T06:38:45.8709620Z tensor([ 0.2951, 0.3442, 0.8918, 0.9021]) 2025-09-07T06:38:45.8709780Z 2025-09-07T06:38:45.8709820Z Args: 2025-09-07T06:38:45.8709970Z temperature (Tensor): relaxation temperature 2025-09-07T06:38:45.8710220Z probs (Number, Tensor): the probability of sampling `1` 2025-09-07T06:38:45.8710490Z logits (Number, Tensor): the log-odds of sampling `1` 2025-09-07T06:38:45.8710650Z 2025-09-07T06:38:45.8710840Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8711060Z 2025-09-07T06:38:45.8711530Z msg = Cannot scrape callname=RelaxedOneHotCategorical in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/relaxed_categorical.py line=109. 2025-09-07T06:38:45.8712210Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.8712430Z 2025-09-07T06:38:45.8712560Z Creates a RelaxedOneHotCategorical distribution parametrized by 2025-09-07T06:38:45.8712870Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits`. 2025-09-07T06:38:45.8713200Z This is a relaxed version of the :class:`OneHotCategorical` distribution, so 2025-09-07T06:38:45.8713500Z its samples are on simplex, and are reparametrizable. 2025-09-07T06:38:45.8713690Z 2025-09-07T06:38:45.8713730Z Example:: 2025-09-07T06:38:45.8713800Z 2025-09-07T06:38:45.8713880Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:45.8714120Z >>> m = RelaxedOneHotCategorical(torch.tensor([2.2]), 2025-09-07T06:38:45.8714370Z ... torch.tensor([0.1, 0.2, 0.3, 0.4])) 2025-09-07T06:38:45.8714560Z >>> m.sample() 2025-09-07T06:38:45.8714710Z tensor([ 0.1294, 0.2324, 0.3859, 0.2523]) 2025-09-07T06:38:45.8714850Z 2025-09-07T06:38:45.8714890Z Args: 2025-09-07T06:38:45.8715030Z temperature (Tensor): relaxation temperature 2025-09-07T06:38:45.8715250Z probs (Tensor): event probabilities 2025-09-07T06:38:45.8715520Z logits (Tensor): unnormalized log probability for each event 2025-09-07T06:38:45.8715700Z 2025-09-07T06:38:45.8715860Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8716080Z 2025-09-07T06:38:45.8716560Z msg = Cannot scrape callname=LowRankMultivariateNormal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/lowrank_multivariate_normal.py line=56. 2025-09-07T06:38:45.8717260Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.8717480Z 2025-09-07T06:38:45.8717660Z Creates a multivariate normal distribution with covariance matrix having a low-rank form 2025-09-07T06:38:45.8718020Z parameterized by :attr:`cov_factor` and :attr:`cov_diag`:: 2025-09-07T06:38:45.8718220Z 2025-09-07T06:38:45.8718330Z covariance_matrix = cov_factor @ cov_factor.T + cov_diag 2025-09-07T06:38:45.8718500Z 2025-09-07T06:38:45.8718540Z Example: 2025-09-07T06:38:45.8718700Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-09-07T06:38:45.8718940Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:45.8719160Z >>> m = LowRankMultivariateNormal( 2025-09-07T06:38:45.8719400Z ... torch.zeros(2), torch.tensor([[1.0], [0.0]]), torch.ones(2) 2025-09-07T06:38:45.8719620Z ... ) 2025-09-07T06:38:45.8719860Z >>> m.sample() # normally distributed with mean=`[0,0]`, cov_factor=`[[1],[0]]`, cov_diag=`[1,1]` 2025-09-07T06:38:45.8720160Z tensor([-0.2102, -0.5429]) 2025-09-07T06:38:45.8720260Z 2025-09-07T06:38:45.8720310Z Args: 2025-09-07T06:38:45.8720510Z loc (Tensor): mean of the distribution with shape `batch_shape + event_shape` 2025-09-07T06:38:45.8720880Z cov_factor (Tensor): factor part of low-rank form of covariance matrix with shape 2025-09-07T06:38:45.8721170Z `batch_shape + event_shape + (rank,)` 2025-09-07T06:38:45.8721460Z cov_diag (Tensor): diagonal part of low-rank form of covariance matrix with shape 2025-09-07T06:38:45.8721740Z `batch_shape + event_shape` 2025-09-07T06:38:45.8721870Z 2025-09-07T06:38:45.8721960Z Note: 2025-09-07T06:38:45.8722190Z The computation for determinant and inverse of covariance matrix is avoided when 2025-09-07T06:38:45.8722570Z `cov_factor.shape[1] << cov_factor.shape[0]` thanks to `Woodbury matrix identity 2025-09-07T06:38:45.8722920Z `_ and 2025-09-07T06:38:45.8723310Z `matrix determinant lemma `_. 2025-09-07T06:38:45.8723710Z Thanks to these formulas, we just need to compute the determinant and inverse of 2025-09-07T06:38:45.8724000Z the small size "capacitance" matrix:: 2025-09-07T06:38:45.8724130Z 2025-09-07T06:38:45.8724250Z capacitance = I + cov_factor.T @ inv(cov_diag) @ cov_factor 2025-09-07T06:38:45.8724430Z 2025-09-07T06:38:45.8724580Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8963950Z 2025-09-07T06:38:45.8964560Z msg = Cannot scrape callname=MixtureSameFamily in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/mixture_same_family.py line=15. 2025-09-07T06:38:45.8965250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:45.8965490Z 2025-09-07T06:38:45.8965630Z The `MixtureSameFamily` distribution implements a (batch of) mixture 2025-09-07T06:38:45.8965990Z distribution where all component are from different parameterizations of 2025-09-07T06:38:45.8966340Z the same distribution type. It is parameterized by a `Categorical` 2025-09-07T06:38:45.8966660Z "selecting distribution" (over `k` component) and a component 2025-09-07T06:38:45.8966990Z distribution, i.e., a `Distribution` with a rightmost batch shape 2025-09-07T06:38:45.8967280Z (equal to `[k]`) which indexes each (batch of) component. 2025-09-07T06:38:45.8967440Z 2025-09-07T06:38:45.8967500Z Examples:: 2025-09-07T06:38:45.8967820Z 2025-09-07T06:38:45.8967890Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:45.8968160Z >>> # Construct Gaussian Mixture Model in 1D consisting of 5 equally 2025-09-07T06:38:45.8968410Z >>> # weighted normal distributions 2025-09-07T06:38:45.8968610Z >>> mix = D.Categorical(torch.ones(5,)) 2025-09-07T06:38:45.8968840Z >>> comp = D.Normal(torch.randn(5,), torch.rand(5,)) 2025-09-07T06:38:45.8969060Z >>> gmm = MixtureSameFamily(mix, comp) 2025-09-07T06:38:45.8969200Z 2025-09-07T06:38:45.8969320Z >>> # Construct Gaussian Mixture Model in 2D consisting of 5 equally 2025-09-07T06:38:45.8969590Z >>> # weighted bivariate normal distributions 2025-09-07T06:38:45.8969800Z >>> mix = D.Categorical(torch.ones(5,)) 2025-09-07T06:38:45.8970070Z >>> comp = D.Independent(D.Normal( 2025-09-07T06:38:45.8970280Z ... torch.randn(5,2), torch.rand(5,2)), 1) 2025-09-07T06:38:45.8970490Z >>> gmm = MixtureSameFamily(mix, comp) 2025-09-07T06:38:45.8970630Z 2025-09-07T06:38:45.8970740Z >>> # Construct a batch of 3 Gaussian Mixture Models in 2D each 2025-09-07T06:38:45.8971040Z >>> # consisting of 5 random weighted bivariate normal distributions 2025-09-07T06:38:45.8971310Z >>> mix = D.Categorical(torch.rand(3,5)) 2025-09-07T06:38:45.8971510Z >>> comp = D.Independent(D.Normal( 2025-09-07T06:38:45.8971720Z ... torch.randn(3,5,2), torch.rand(3,5,2)), 1) 2025-09-07T06:38:45.8971940Z >>> gmm = MixtureSameFamily(mix, comp) 2025-09-07T06:38:45.8972070Z 2025-09-07T06:38:45.8972120Z Args: 2025-09-07T06:38:45.8972300Z mixture_distribution: `torch.distributions.Categorical`-like 2025-09-07T06:38:45.8972610Z instance. Manages the probability of selecting component. 2025-09-07T06:38:45.8972900Z The number of categories must match the rightmost batch 2025-09-07T06:38:45.8973190Z dimension of the `component_distribution`. Must have either 2025-09-07T06:38:45.8973460Z scalar `batch_shape` or `batch_shape` matching 2025-09-07T06:38:45.8973690Z `component_distribution.batch_shape[:-1]` 2025-09-07T06:38:45.8974020Z component_distribution: `torch.distributions.Distribution`-like 2025-09-07T06:38:45.8974320Z instance. Right-most batch dimension indexes component. 2025-09-07T06:38:45.8974500Z 2025-09-07T06:38:45.8974650Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:45.8974880Z 2025-09-07T06:38:45.8974960Z gathering tests 2025-09-07T06:38:45.8975090Z running 732 test(s) 2025-09-07T06:38:45.8975540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::typename:0, line 1082 <- wrt source file 2025-09-07T06:38:45.8976200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::typename:0 2025-09-07T06:38:45.8976860Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::is_tensor:0, line 1118 <- wrt source file 2025-09-07T06:38:45.8977520Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::is_tensor:0 2025-09-07T06:38:45.8978210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::set_default_device:0, line 1203 <- wrt source file 2025-09-07T06:38:45.8978910Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::set_default_device:0 2025-09-07T06:38:45.8979620Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::set_default_tensor_type:0, line 1252 <- wrt source file 2025-09-07T06:38:45.8980340Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::set_default_tensor_type:0 2025-09-07T06:38:45.8981070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::set_default_dtype:0, line 1289 <- wrt source file 2025-09-07T06:38:45.8981780Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::set_default_dtype:0 2025-09-07T06:38:45.8982500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::use_deterministic_algorithms:0, line 1444 <- wrt source file 2025-09-07T06:38:45.8983240Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::use_deterministic_algorithms:0 2025-09-07T06:38:45.8983940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::compile:0, line 2568 <- wrt source file 2025-09-07T06:38:45.8984730Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::compile:0 2025-09-07T06:38:45.8985440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::_is_device_backend_autoload_enabled:0, line 2841 <- wrt source file 2025-09-07T06:38:45.8986210Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/__init__.py::_is_device_backend_autoload_enabled:0 2025-09-07T06:38:45.8986950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::Library.define:0, line 153 <- wrt source file 2025-09-07T06:38:45.8987630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::Library.define:0 2025-09-07T06:38:45.8988350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::Library._impl_with_aoti_compile:0, line 247 <- wrt source file 2025-09-07T06:38:45.8989110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::Library._impl_with_aoti_compile:0 2025-09-07T06:38:45.8989890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::Library.impl:0, line 307 <- wrt source file 2025-09-07T06:38:45.8990550Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::Library.impl:0 2025-09-07T06:38:45.8991220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::define:0, line 512 <- wrt source file 2025-09-07T06:38:45.8991860Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::define:0 2025-09-07T06:38:45.8992500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::impl:0, line 618 <- wrt source file 2025-09-07T06:38:45.8993130Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::impl:0 2025-09-07T06:38:45.8993790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_kernel:0, line 799 <- wrt source file 2025-09-07T06:38:45.8994470Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_kernel:0 2025-09-07T06:38:45.8995160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_autocast:0, line 867 <- wrt source file 2025-09-07T06:38:45.8995860Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_autocast:0 2025-09-07T06:38:45.8996570Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_torch_dispatch:0, line 1232 <- wrt source file 2025-09-07T06:38:45.8997350Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_torch_dispatch:0 2025-09-07T06:38:45.8998050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_vmap:0, line 1321 <- wrt source file 2025-09-07T06:38:45.8998730Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py::register_vmap:0 2025-09-07T06:38:45.8999400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_custom_ops.py::custom_op:0, line 55 <- wrt source file 2025-09-07T06:38:45.9000060Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_custom_ops.py::custom_op:0 2025-09-07T06:38:45.9000750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_custom_ops.py::impl:0, line 138 <- wrt source file 2025-09-07T06:38:45.9001400Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_custom_ops.py::impl:0 2025-09-07T06:38:45.9002070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_custom_ops.py::impl_abstract:0, line 208 <- wrt source file 2025-09-07T06:38:45.9002760Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_custom_ops.py::impl_abstract:0 2025-09-07T06:38:45.9102260Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/quasirandom.py::SobolEngine:0, line 39 <- wrt source file 2025-09-07T06:38:45.9103050Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/quasirandom.py::SobolEngine:0 2025-09-07T06:38:45.9103790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/torch_version.py::TorchVersion:0, line 19 <- wrt source file 2025-09-07T06:38:45.9104530Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/torch_version.py::TorchVersion:0 2025-09-07T06:38:45.9105430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::get_ignored_functions:0, line 116 <- wrt source file 2025-09-07T06:38:45.9106250Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::get_ignored_functions:0 2025-09-07T06:38:45.9107010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::get_testing_overrides:0, line 423 <- wrt source file 2025-09-07T06:38:45.9107730Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::get_testing_overrides:0 2025-09-07T06:38:45.9108450Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::wrap_torch_function:0, line 1578 <- wrt source file 2025-09-07T06:38:45.9109170Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::wrap_torch_function:0 2025-09-07T06:38:45.9109880Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::handle_torch_function:0, line 1713 <- wrt source file 2025-09-07T06:38:45.9110600Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::handle_torch_function:0 2025-09-07T06:38:45.9111340Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::is_tensor_method_or_property:0, line 1961 <- wrt source file 2025-09-07T06:38:45.9112110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::is_tensor_method_or_property:0 2025-09-07T06:38:45.9112970Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::is_tensor_like:0, line 1980 <- wrt source file 2025-09-07T06:38:45.9113670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/overrides.py::is_tensor_like:0 2025-09-07T06:38:45.9114380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_namedtensor_internals.py::update_names:0, line 118 <- wrt source file 2025-09-07T06:38:45.9115120Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_namedtensor_internals.py::update_names:0 2025-09-07T06:38:45.9115850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_hook:0, line 649 <- wrt source file 2025-09-07T06:38:45.9116630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_hook:0 2025-09-07T06:38:45.9117390Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_post_accumulate_grad_hook:0, line 706 <- wrt source file 2025-09-07T06:38:45.9118220Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_post_accumulate_grad_hook:0 2025-09-07T06:38:45.9124300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.refine_names:0, line 1333 <- wrt source file 2025-09-07T06:38:45.9125050Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.refine_names:0 2025-09-07T06:38:45.9125740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.align_to:0, line 1378 <- wrt source file 2025-09-07T06:38:45.9126450Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.align_to:0 2025-09-07T06:38:45.9127220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.rename:0, line 1451 <- wrt source file 2025-09-07T06:38:45.9127900Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.rename:0 2025-09-07T06:38:45.9128640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.to_sparse_coo:0, line 1481 <- wrt source file 2025-09-07T06:38:45.9129340Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py::Tensor.to_sparse_coo:0 2025-09-07T06:38:45.9130000Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py::list:0, line 473 <- wrt source file 2025-09-07T06:38:45.9130610Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py::list:0 2025-09-07T06:38:45.9131220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py::help:0, line 533 <- wrt source file 2025-09-07T06:38:45.9131830Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py::help:0 2025-09-07T06:38:45.9132480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor_str.py::set_printoptions:0, line 53 <- wrt source file 2025-09-07T06:38:45.9133190Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor_str.py::set_printoptions:0 2025-09-07T06:38:45.9133900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::broadcast_tensors:0, line 64 <- wrt source file 2025-09-07T06:38:45.9134690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::broadcast_tensors:0 2025-09-07T06:38:45.9135410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::broadcast_shapes:0, line 92 <- wrt source file 2025-09-07T06:38:45.9136110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::broadcast_shapes:0 2025-09-07T06:38:45.9136790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::split:0, line 144 <- wrt source file 2025-09-07T06:38:45.9137440Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::split:0 2025-09-07T06:38:45.9138130Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::einsum:0, line 258 <- wrt source file 2025-09-07T06:38:45.9138800Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::einsum:0 2025-09-07T06:38:45.9139500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::_unique_consecutive_impl:0, line 992 <- wrt source file 2025-09-07T06:38:45.9140240Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::_unique_consecutive_impl:0 2025-09-07T06:38:45.9140960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::tensordot:0, line 1267 <- wrt source file 2025-09-07T06:38:45.9141630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::tensordot:0 2025-09-07T06:38:45.9142320Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::cartesian_prod:0, line 1351 <- wrt source file 2025-09-07T06:38:45.9143060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::cartesian_prod:0 2025-09-07T06:38:45.9143750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::block_diag:0, line 1385 <- wrt source file 2025-09-07T06:38:45.9144450Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::block_diag:0 2025-09-07T06:38:45.9145110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::cdist:0, line 1441 <- wrt source file 2025-09-07T06:38:45.9145770Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::cdist:0 2025-09-07T06:38:45.9146430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::atleast_1d:0, line 1482 <- wrt source file 2025-09-07T06:38:45.9151750Z W0907 06:38:45.914000 83974 torch/fx/_symbolic_trace.py:52] is_fx_tracing will return true for both fx.symbolic_trace and torch.export. Please use is_fx_tracing_symbolic_tracing() for specifically fx.symbolic_trace or torch.compiler.is_compiling() for specifically torch.export/compile. 2025-09-07T06:38:46.0964970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::atleast_1d:0 2025-09-07T06:38:46.0965700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::atleast_2d:0, line 1520 <- wrt source file 2025-09-07T06:38:46.0966410Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::atleast_2d:0 2025-09-07T06:38:46.0967250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::atleast_3d:0, line 1560 <- wrt source file 2025-09-07T06:38:46.0967950Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::atleast_3d:0 2025-09-07T06:38:46.0968620Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::norm:0, line 1735 <- wrt source file 2025-09-07T06:38:46.0969280Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::norm:0 2025-09-07T06:38:46.0969960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::unravel_index:0, line 1903 <- wrt source file 2025-09-07T06:38:46.0970730Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::unravel_index:0 2025-09-07T06:38:46.0971420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::chain_matmul:0, line 2003 <- wrt source file 2025-09-07T06:38:46.0972110Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::chain_matmul:0 2025-09-07T06:38:46.0972790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::_lu_impl:0, line 2104 <- wrt source file 2025-09-07T06:38:46.0973460Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py::_lu_impl:0 2025-09-07T06:38:46.0974150Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_C.cpython-312-darwin.so::Generator:0, line 15 <- wrt source file 2025-09-07T06:38:46.0974870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_C.cpython-312-darwin.so::Generator:0 2025-09-07T06:38:46.0975600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_C.cpython-312-darwin.so::_LinAlgError:0, line 5 <- wrt source file 2025-09-07T06:38:46.0976430Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_C.cpython-312-darwin.so::_LinAlgError:0 2025-09-07T06:38:46.0977220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::add_safe_globals:0, line 299 <- wrt source file 2025-09-07T06:38:46.0977940Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::add_safe_globals:0 2025-09-07T06:38:46.0978650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::safe_globals:0, line 324 <- wrt source file 2025-09-07T06:38:46.0979360Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::safe_globals:0 2025-09-07T06:38:46.0980050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::skip_data:0, line 400 <- wrt source file 2025-09-07T06:38:46.0980740Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::skip_data:0 2025-09-07T06:38:46.0981440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::register_package:0, line 472 <- wrt source file 2025-09-07T06:38:46.0982160Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::register_package:0 2025-09-07T06:38:46.0982850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::save:0, line 950 <- wrt source file 2025-09-07T06:38:46.0983570Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py::save:0 2025-09-07T06:38:46.0984290Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/monitor/__init__.py::TensorboardEventHandler:0, line 22 <- wrt source file 2025-09-07T06:38:46.0985060Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/monitor/__init__.py::TensorboardEventHandler:0 2025-09-07T06:38:46.0985830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py::Future.add_done_callback:0, line 197 <- wrt source file 2025-09-07T06:38:46.0986590Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py::Future.add_done_callback:0 2025-09-07T06:38:46.0987380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py::Future.set_exception:0, line 261 <- wrt source file 2025-09-07T06:38:46.0988120Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py::Future.set_exception:0 2025-09-07T06:38:46.0988850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py::collect_all:0, line 295 <- wrt source file 2025-09-07T06:38:46.0989550Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py::collect_all:0 2025-09-07T06:38:46.0990240Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/cuda/__init__.py::_compile_kernel:0, line 1760 <- wrt source file 2025-09-07T06:38:46.0990950Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/cuda/__init__.py::_compile_kernel:0 2025-09-07T06:38:46.0991660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/__init__.py::list_mode_options:0, line 320 <- wrt source file 2025-09-07T06:38:46.0992420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/__init__.py::list_mode_options:0 2025-09-07T06:38:46.0993140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/__init__.py::list_options:0, line 357 <- wrt source file 2025-09-07T06:38:46.0993870Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/__init__.py::list_options:0 2025-09-07T06:38:46.0994610Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py::current_accelerator:0, line 113 <- wrt source file 2025-09-07T06:38:46.0995380Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py::current_accelerator:0 2025-09-07T06:38:46.0996140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py::device_index:0, line 249 <- wrt source file 2025-09-07T06:38:46.0996870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py::device_index:0 2025-09-07T06:38:46.0997570Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/jit/__init__.py::annotate:0, line 147 <- wrt source file 2025-09-07T06:38:46.0998240Z * SKIPPED: 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<- wrt source file 2025-09-07T06:38:46.2942330Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_equal:0 2025-09-07T06:38:46.2943180Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_array_less:0, line 1008 <- wrt source file 2025-09-07T06:38:46.2943920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_array_less:0 2025-09-07T06:38:46.2944650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_string_equal:0, line 1073 <- wrt source file 2025-09-07T06:38:46.2945400Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_string_equal:0 2025-09-07T06:38:46.2946130Z * DOCTEST : 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<- wrt source file 2025-09-07T06:38:46.2958060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::fractional_max_pool2d_with_indices:0 2025-09-07T06:38:46.2958900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::fractional_max_pool3d_with_indices:0, line 579 <- wrt source file 2025-09-07T06:38:46.2959710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::fractional_max_pool3d_with_indices:0 2025-09-07T06:38:46.2960480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::gumbel_softmax:0, line 2174 <- wrt source file 2025-09-07T06:38:46.2961190Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::gumbel_softmax:0 2025-09-07T06:38:46.2961890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::embedding:0, line 2478 <- wrt source file 2025-09-07T06:38:46.2962580Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::embedding:0 2025-09-07T06:38:46.2963270Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::embedding_bag:0, line 2618 <- wrt source file 2025-09-07T06:38:46.2963980Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::embedding_bag:0 2025-09-07T06:38:46.2964670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::ctc_loss:0, line 3051 <- wrt source file 2025-09-07T06:38:46.2987270Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::binary_cross_entropy:0, line 3495 <- wrt source file 2025-09-07T06:38:46.2991630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::binary_cross_entropy:0 2025-09-07T06:38:46.2992400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::binary_cross_entropy_with_logits:0, line 3565 <- wrt source file 2025-09-07T06:38:46.2993200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::binary_cross_entropy_with_logits:0 2025-09-07T06:38:46.2993940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/functional.py::pad:0, line 5263 <- wrt source file 2025-09-07T06:38:46.2994600Z * SUCCESS: 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2025-09-07T06:38:46.2998550Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::trunc_normal_:0 2025-09-07T06:38:46.2999210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::constant_:0, line 306 <- wrt source file 2025-09-07T06:38:46.2999850Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::constant_:0 2025-09-07T06:38:46.3000500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::ones_:0, line 323 <- wrt source file 2025-09-07T06:38:46.3001130Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::ones_:0 2025-09-07T06:38:46.3001760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::zeros_:0, line 336 <- wrt source file 2025-09-07T06:38:46.3002390Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::zeros_:0 2025-09-07T06:38:46.3003020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::eye_:0, line 352 <- wrt source file 2025-09-07T06:38:46.3003670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::eye_:0 2025-09-07T06:38:46.3004310Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::dirac_:0, line 374 <- wrt source file 2025-09-07T06:38:46.3004940Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::dirac_:0 2025-09-07T06:38:46.3005600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::xavier_uniform_:0, line 460 <- wrt source file 2025-09-07T06:38:46.3006310Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::xavier_uniform_:0 2025-09-07T06:38:46.3007010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::xavier_normal_:0, line 492 <- wrt source file 2025-09-07T06:38:46.3007680Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::xavier_normal_:0 2025-09-07T06:38:46.3008350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::kaiming_uniform_:0, line 543 <- wrt source file 2025-09-07T06:38:46.3009030Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::kaiming_uniform_:0 2025-09-07T06:38:46.3009710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::kaiming_normal_:0, line 608 <- wrt source file 2025-09-07T06:38:46.3010380Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::kaiming_normal_:0 2025-09-07T06:38:46.3011050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::orthogonal_:0, line 647 <- wrt source file 2025-09-07T06:38:46.3011710Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::orthogonal_:0 2025-09-07T06:38:46.3012440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::sparse_:0, line 700 <- wrt source file 2025-09-07T06:38:46.3013100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py::sparse_:0 2025-09-07T06:38:46.3013780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_input:0, line 32 <- wrt source file 2025-09-07T06:38:46.3014450Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_input:0 2025-09-07T06:38:46.3015110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_weight:0, line 79 <- wrt source file 2025-09-07T06:38:46.3015780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_weight:0 2025-09-07T06:38:46.3016450Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/grad.py::conv2d_input:0, line 130 <- wrt source file 2025-09-07T06:38:46.3017110Z * SUCCESS: 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2025-09-07T06:38:46.3021270Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/grad.py::conv3d_weight:0 2025-09-07T06:38:46.3021970Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/attention/__init__.py::sdpa_kernel:0, line 120 <- wrt source file 2025-09-07T06:38:46.3022780Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/attention/__init__.py::sdpa_kernel:0 2025-09-07T06:38:46.3023510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/attention/bias.py::CausalBias:0, line 95 <- wrt source file 2025-09-07T06:38:46.3024220Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/attention/bias.py::CausalBias:0 2025-09-07T06:38:46.3024960Z * DOCTEST : 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SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.no_sync:0 2025-09-07T06:38:47.8006220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:0, line 1999 <- wrt source file 2025-09-07T06:38:47.8007200Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:0 2025-09-07T06:38:47.8008140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:1, line 2009 <- wrt source file 2025-09-07T06:38:47.8009070Z * SKIPPED: 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2025-09-07T06:38:47.8013510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/spectral_norm.py::remove_spectral_norm:0, line 346 <- wrt source file 2025-09-07T06:38:47.8014290Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/spectral_norm.py::remove_spectral_norm:0 2025-09-07T06:38:47.8015070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/stateless.py::functional_call:0, line 196 <- wrt source file 2025-09-07T06:38:47.8015820Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/stateless.py::functional_call:0 2025-09-07T06:38:47.8016660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/_per_sample_grad.py::call_for_per_sample_grads:0, line 35 <- wrt source file 2025-09-07T06:38:47.8017470Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/_per_sample_grad.py::call_for_per_sample_grads:0 2025-09-07T06:38:47.8018250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py::weight_norm:0, line 134 <- wrt source file 2025-09-07T06:38:47.8018970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py::weight_norm:0 2025-09-07T06:38:47.8019710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py::remove_weight_norm:0, line 156 <- wrt source file 2025-09-07T06:38:47.8020470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py::remove_weight_norm:0 2025-09-07T06:38:47.8021200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::identity:0, line 849 <- wrt source file 2025-09-07T06:38:47.8021920Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::identity:0 2025-09-07T06:38:47.8022660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::random_unstructured:0, line 885 <- wrt source file 2025-09-07T06:38:47.8023410Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::random_unstructured:0 2025-09-07T06:38:47.8024130Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::l1_unstructured:0, line 928 <- wrt source file 2025-09-07T06:38:47.8024850Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::is_pruned:0, line 1225 <- wrt source file 2025-09-07T06:38:47.8029520Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py::is_pruned:0 2025-09-07T06:38:47.8030410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::orthogonal:0, line 265 <- wrt source file 2025-09-07T06:38:47.8031270Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::orthogonal:0 2025-09-07T06:38:47.8032060Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::weight_norm:0, line 360 <- wrt source file 2025-09-07T06:38:47.8032820Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::weight_norm:0 2025-09-07T06:38:47.8033650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::spectral_norm:0, line 591 <- wrt source file 2025-09-07T06:38:47.8034430Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::spectral_norm:0 2025-09-07T06:38:47.8035170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/init.py::skip_init:0, line 33 <- wrt source file 2025-09-07T06:38:47.8035850Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/init.py::skip_init:0 2025-09-07T06:38:47.8036530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::pad_sequence:0, line 439 <- wrt source file 2025-09-07T06:38:47.8037230Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::pad_sequence:0 2025-09-07T06:38:47.8037930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpad_sequence:0, line 500 <- wrt source file 2025-09-07T06:38:47.8038660Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpad_sequence:0 2025-09-07T06:38:47.8039360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::pack_sequence:0, line 556 <- wrt source file 2025-09-07T06:38:47.8040110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::pack_sequence:0 2025-09-07T06:38:47.8040810Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpack_sequence:0, line 584 <- wrt source file 2025-09-07T06:38:47.8041520Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpack_sequence:0 2025-09-07T06:38:47.8042360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/expanded_weights_utils.py::sum_over_all_but_batch_and_last_n:0, line 178 <- wrt source file 2025-09-07T06:38:48.1195930Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/expanded_weights_utils.py::sum_over_all_but_batch_and_last_n:0 2025-09-07T06:38:48.1196950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/conv_utils.py::unfold3d:0, line 315 <- wrt source file 2025-09-07T06:38:48.1197850Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/conv_utils.py::unfold3d:0 2025-09-07T06:38:48.1198670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::Upsample:0, line 77 <- wrt source file 2025-09-07T06:38:48.1199660Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::Upsample:0 2025-09-07T06:38:48.1200420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingNearest2d:0, line 229 <- wrt source file 2025-09-07T06:38:48.1201210Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingNearest2d:0 2025-09-07T06:38:48.1202040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingBilinear2d:0, line 279 <- wrt source file 2025-09-07T06:38:48.1203060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingBilinear2d:0 2025-09-07T06:38:48.1203850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/channelshuffle.py::ChannelShuffle:0, line 21 <- wrt source file 2025-09-07T06:38:48.1204630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/channelshuffle.py::ChannelShuffle:0 2025-09-07T06:38:48.1205420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm1d:0, line 187 <- wrt source file 2025-09-07T06:38:48.1206190Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm1d:0 2025-09-07T06:38:48.1206950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm2d:0, line 303 <- wrt source file 2025-09-07T06:38:48.1207800Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm2d:0 2025-09-07T06:38:48.1208640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm3d:0, line 419 <- wrt source file 2025-09-07T06:38:48.1209520Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm3d:0 2025-09-07T06:38:48.1210320Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/flatten.py::Flatten:0, line 30 <- wrt source file 2025-09-07T06:38:48.1211030Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/flatten.py::Flatten:0 2025-09-07T06:38:48.1211750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm1d:0, line 332 <- wrt source file 2025-09-07T06:38:48.1212480Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm1d:0 2025-09-07T06:38:48.1213210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm2d:0, line 443 <- wrt source file 2025-09-07T06:38:48.1213940Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm2d:0 2025-09-07T06:38:48.1214670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm3d:0, line 554 <- wrt source file 2025-09-07T06:38:48.1215400Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm3d:0 2025-09-07T06:38:48.1216170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/linear.py::Identity:0, line 34 <- wrt source file 2025-09-07T06:38:48.1216880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/linear.py::Identity:0 2025-09-07T06:38:48.1217570Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/linear.py::Linear:0, line 83 <- wrt source file 2025-09-07T06:38:48.1218260Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/linear.py::Linear:0 2025-09-07T06:38:48.1218950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/linear.py::Bilinear:0, line 191 <- wrt source file 2025-09-07T06:38:48.1219710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/linear.py::Bilinear:0 2025-09-07T06:38:48.1220410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool1d:0, line 129 <- wrt source file 2025-09-07T06:38:48.1221130Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool1d:0 2025-09-07T06:38:48.1221840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool2d:0, line 207 <- wrt source file 2025-09-07T06:38:48.1222550Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool2d:0 2025-09-07T06:38:48.1223260Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool3d:0, line 291 <- wrt source file 2025-09-07T06:38:48.1223970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool3d:0 2025-09-07T06:38:48.1224680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool1d:0, line 366 <- wrt source file 2025-09-07T06:38:48.1225420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool1d:0 2025-09-07T06:38:48.1226160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool3d:0, line 550 <- wrt source file 2025-09-07T06:38:48.1226890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool3d:0 2025-09-07T06:38:48.1227610Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool1d:0, line 642 <- wrt source file 2025-09-07T06:38:48.1228320Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool1d:0 2025-09-07T06:38:48.1229040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool2d:0, line 738 <- wrt source file 2025-09-07T06:38:48.1229750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool2d:0 2025-09-07T06:38:48.1230470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool3d:0, line 855 <- wrt source file 2025-09-07T06:38:48.1231180Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool3d:0 2025-09-07T06:38:48.1231920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool2d:0, line 946 <- wrt source file 2025-09-07T06:38:48.1232720Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool2d:0 2025-09-07T06:38:48.1233500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool3d:0, line 1033 <- wrt source file 2025-09-07T06:38:48.1234270Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool3d:0 2025-09-07T06:38:48.1235010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool1d:0, line 1152 <- wrt source file 2025-09-07T06:38:48.1235720Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool1d:0 2025-09-07T06:38:48.1249530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool2d:0, line 1204 <- wrt source file 2025-09-07T06:38:48.1250350Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool2d:0 2025-09-07T06:38:48.1251150Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool3d:0, line 1264 <- wrt source file 2025-09-07T06:38:48.1251890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool3d:0 2025-09-07T06:38:48.1252640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool1d:0, line 1320 <- wrt source file 2025-09-07T06:38:48.1253430Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool1d:0 2025-09-07T06:38:48.1254200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool2d:0, line 1355 <- wrt source file 2025-09-07T06:38:48.1255070Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool2d:0 2025-09-07T06:38:48.1255830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool3d:0, line 1399 <- wrt source file 2025-09-07T06:38:48.1256610Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool3d:0 2025-09-07T06:38:48.1257360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool1d:0, line 1447 <- wrt source file 2025-09-07T06:38:48.1258160Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool1d:0 2025-09-07T06:38:48.1258910Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool2d:0, line 1481 <- wrt source file 2025-09-07T06:38:48.1259710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool2d:0 2025-09-07T06:38:48.1260470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool3d:0, line 1521 <- wrt source file 2025-09-07T06:38:48.1261240Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool3d:0 2025-09-07T06:38:48.1262050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/distance.py::PairwiseDistance:0, line 38 <- wrt source file 2025-09-07T06:38:48.1262890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/distance.py::PairwiseDistance:0 2025-09-07T06:38:48.1263660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/distance.py::CosineSimilarity:0, line 81 <- wrt source file 2025-09-07T06:38:48.1264410Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/distance.py::CosineSimilarity:0 2025-09-07T06:38:48.1265170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential:0, line 81 <- wrt source file 2025-09-07T06:38:48.1265900Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential:0 2025-09-07T06:38:48.1266690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.append:0, line 260 <- wrt source file 2025-09-07T06:38:48.1267460Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.append:0 2025-09-07T06:38:48.1268230Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.insert:0, line 283 <- wrt source file 2025-09-07T06:38:48.1269000Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.insert:0 2025-09-07T06:38:48.1269770Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.extend:0, line 314 <- wrt source file 2025-09-07T06:38:48.1270530Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.extend:0 2025-09-07T06:38:48.1271280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleList:0, line 343 <- wrt source file 2025-09-07T06:38:48.1272040Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleList:0 2025-09-07T06:38:48.1272780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleDict:0, line 523 <- wrt source file 2025-09-07T06:38:48.1273510Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleDict:0 2025-09-07T06:38:48.1274250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterList:0, line 653 <- wrt source file 2025-09-07T06:38:48.1274990Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterList:0 2025-09-07T06:38:48.1275730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterDict:0, line 808 <- wrt source file 2025-09-07T06:38:48.1276470Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterDict:0 2025-09-07T06:38:48.1277220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pixelshuffle.py::PixelShuffle:0, line 40 <- wrt source file 2025-09-07T06:38:48.1277980Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pixelshuffle.py::PixelShuffle:0 2025-09-07T06:38:48.1278740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pixelshuffle.py::PixelUnshuffle:0, line 99 <- wrt source file 2025-09-07T06:38:48.1279570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pixelshuffle.py::PixelUnshuffle:0 2025-09-07T06:38:48.1280300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::L1Loss:0, line 115 <- wrt source file 2025-09-07T06:38:48.1280980Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::L1Loss:0 2025-09-07T06:38:48.1281660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::NLLLoss:0, line 215 <- wrt source file 2025-09-07T06:38:48.1282340Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::NLLLoss:0 2025-09-07T06:38:48.1283100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::PoissonNLLLoss:0, line 329 <- wrt source file 2025-09-07T06:38:48.1283820Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::PoissonNLLLoss:0 2025-09-07T06:38:48.1284550Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::GaussianNLLLoss:0, line 418 <- wrt source file 2025-09-07T06:38:48.1285280Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::GaussianNLLLoss:0 2025-09-07T06:38:48.1285990Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::KLDivLoss:0, line 535 <- wrt source file 2025-09-07T06:38:48.1286680Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::KLDivLoss:0 2025-09-07T06:38:48.1287380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MSELoss:0, line 617 <- wrt source file 2025-09-07T06:38:48.1288100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MSELoss:0 2025-09-07T06:38:48.1288780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCELoss:0, line 703 <- wrt source file 2025-09-07T06:38:48.9229060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCELoss:0 2025-09-07T06:38:48.9229880Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:0, line 778 <- wrt source file 2025-09-07T06:38:48.9230670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:0 2025-09-07T06:38:48.9231450Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:1, line 826 <- wrt source file 2025-09-07T06:38:48.9232220Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:1 2025-09-07T06:38:48.9233010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiLabelMarginLoss:0, line 974 <- wrt source file 2025-09-07T06:38:48.9233790Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiLabelMarginLoss:0 2025-09-07T06:38:48.9234550Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::CrossEntropyLoss:0, line 1306 <- wrt source file 2025-09-07T06:38:48.9235470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::CrossEntropyLoss:0 2025-09-07T06:38:48.9236210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::CrossEntropyLoss:1, line 1333 <- wrt source file 2025-09-07T06:38:48.9236950Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::CrossEntropyLoss:1 2025-09-07T06:38:48.9237690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::CosineEmbeddingLoss:0, line 1495 <- wrt source file 2025-09-07T06:38:48.9238440Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::CosineEmbeddingLoss:0 2025-09-07T06:38:48.9239280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MarginRankingLoss:0, line 1562 <- wrt source file 2025-09-07T06:38:48.9240020Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MarginRankingLoss:0 2025-09-07T06:38:48.9240750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiMarginLoss:0, line 1643 <- wrt source file 2025-09-07T06:38:48.9241480Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiMarginLoss:0 2025-09-07T06:38:48.9242210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::TripletMarginLoss:0, line 1745 <- wrt source file 2025-09-07T06:38:48.9242950Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py::TripletMarginLoss:0 2025-09-07T06:38:48.9243680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Threshold:0, line 72 <- wrt source file 2025-09-07T06:38:48.9244470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Threshold:0 2025-09-07T06:38:48.9245190Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU:0, line 120 <- wrt source file 2025-09-07T06:38:48.9245930Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU:0 2025-09-07T06:38:48.9246640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::RReLU:0, line 185 <- wrt source file 2025-09-07T06:38:48.9247360Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::RReLU:0 2025-09-07T06:38:48.9248080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardtanh:0, line 247 <- wrt source file 2025-09-07T06:38:48.9248800Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardtanh:0 2025-09-07T06:38:48.9249520Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU6:0, line 318 <- wrt source file 2025-09-07T06:38:48.9250230Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU6:0 2025-09-07T06:38:48.9250950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Sigmoid:0, line 349 <- wrt source file 2025-09-07T06:38:48.9251670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Sigmoid:0 2025-09-07T06:38:48.9252460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardsigmoid:0, line 384 <- wrt source file 2025-09-07T06:38:48.9253210Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardsigmoid:0 2025-09-07T06:38:48.9253960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanh:0, line 420 <- wrt source file 2025-09-07T06:38:48.9254670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanh:0 2025-09-07T06:38:48.9255400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::SiLU:0, line 456 <- wrt source file 2025-09-07T06:38:48.9256100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::SiLU:0 2025-09-07T06:38:48.9256810Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Mish:0, line 501 <- wrt source file 2025-09-07T06:38:48.9257510Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Mish:0 2025-09-07T06:38:48.9258230Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardswish:0, line 552 <- wrt source file 2025-09-07T06:38:48.9258960Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardswish:0 2025-09-07T06:38:48.9259670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::ELU:0, line 598 <- wrt source file 2025-09-07T06:38:48.9260380Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::ELU:0 2025-09-07T06:38:48.9261180Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::CELU:0, line 646 <- wrt source file 2025-09-07T06:38:48.9261890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::CELU:0 2025-09-07T06:38:48.9262640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::SELU:0, line 705 <- wrt source file 2025-09-07T06:38:48.9263340Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::SELU:0 2025-09-07T06:38:48.9264050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::GLU:0, line 751 <- wrt source file 2025-09-07T06:38:48.9264750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::GLU:0 2025-09-07T06:38:48.9265450Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::GELU:0, line 799 <- wrt source file 2025-09-07T06:38:48.9266150Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::GELU:0 2025-09-07T06:38:48.9266870Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardshrink:0, line 848 <- wrt source file 2025-09-07T06:38:48.9267620Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardshrink:0 2025-09-07T06:38:48.9268410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::LeakyReLU:0, line 903 <- wrt source file 2025-09-07T06:38:49.6434970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::LeakyReLU:0 2025-09-07T06:38:49.6435800Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSigmoid:0, line 945 <- wrt source file 2025-09-07T06:38:49.6436590Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSigmoid:0 2025-09-07T06:38:49.6437350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softplus:0, line 981 <- wrt source file 2025-09-07T06:38:49.6438330Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softplus:0 2025-09-07T06:38:49.6439130Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softshrink:0, line 1030 <- wrt source file 2025-09-07T06:38:49.6439910Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softshrink:0 2025-09-07T06:38:49.6440700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::MultiheadAttention:0, line 1144 <- wrt source file 2025-09-07T06:38:49.6441510Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::MultiheadAttention:0 2025-09-07T06:38:49.6442290Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::PReLU:0, line 1609 <- wrt source file 2025-09-07T06:38:49.6443030Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::PReLU:0 2025-09-07T06:38:49.6443780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softsign:0, line 1660 <- wrt source file 2025-09-07T06:38:49.6444620Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softsign:0 2025-09-07T06:38:49.6445420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanhshrink:0, line 1686 <- wrt source file 2025-09-07T06:38:49.6446330Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanhshrink:0 2025-09-07T06:38:49.6452710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmin:0, line 1724 <- wrt source file 2025-09-07T06:38:49.6453580Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmin:0 2025-09-07T06:38:49.6454350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax:0, line 1788 <- wrt source file 2025-09-07T06:38:49.6455210Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax:0 2025-09-07T06:38:49.6455940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax2d:0, line 1835 <- wrt source file 2025-09-07T06:38:49.6456690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax2d:0 2025-09-07T06:38:49.6457620Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSoftmax:0, line 1874 <- wrt source file 2025-09-07T06:38:49.6458360Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSoftmax:0 2025-09-07T06:38:49.6459100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::Transformer:0, line 90 <- wrt source file 2025-09-07T06:38:49.6459840Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::Transformer:0 2025-09-07T06:38:49.6460600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoder:0, line 336 <- wrt source file 2025-09-07T06:38:49.6461420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoder:0 2025-09-07T06:38:49.6462220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoder:0, line 562 <- wrt source file 2025-09-07T06:38:49.6463010Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoder:0 2025-09-07T06:38:49.6463810Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoderLayer:0, line 686 <- wrt source file 2025-09-07T06:38:49.6464620Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoderLayer:0 2025-09-07T06:38:49.6465430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoderLayer:0, line 995 <- wrt source file 2025-09-07T06:38:49.6466240Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoderLayer:0 2025-09-07T06:38:49.6467050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding:0, line 71 <- wrt source file 2025-09-07T06:38:49.6467750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding:0 2025-09-07T06:38:49.6468510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding.from_pretrained:0, line 243 <- wrt source file 2025-09-07T06:38:49.6469300Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding.from_pretrained:0 2025-09-07T06:38:49.6470110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py::EmbeddingBag.from_pretrained:0, line 521 <- wrt source file 2025-09-07T06:38:49.6470910Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py::EmbeddingBag.from_pretrained:0 2025-09-07T06:38:49.6471700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.register_buffer:0, line 551 <- wrt source file 2025-09-07T06:38:49.6472470Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.register_buffer:0 2025-09-07T06:38:49.6473220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.apply:0, line 1039 <- wrt source file 2025-09-07T06:38:49.6473950Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.apply:0 2025-09-07T06:38:49.6474710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.to:0, line 1290 <- wrt source file 2025-09-07T06:38:49.6475430Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.to:0 2025-09-07T06:38:49.6476160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.state_dict:0, line 2229 <- wrt source file 2025-09-07T06:38:49.6476910Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.state_dict:0 2025-09-07T06:38:49.6477650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.parameters:0, line 2670 <- wrt source file 2025-09-07T06:38:49.6478450Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.parameters:0 2025-09-07T06:38:49.6479210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_parameters:0, line 2698 <- wrt source file 2025-09-07T06:38:49.6479990Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_parameters:0 2025-09-07T06:38:49.6480750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.buffers:0, line 2725 <- wrt source file 2025-09-07T06:38:50.3025900Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.buffers:0 2025-09-07T06:38:50.3026720Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_buffers:0, line 2752 <- wrt source file 2025-09-07T06:38:50.3027520Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_buffers:0 2025-09-07T06:38:50.3028470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_children:0, line 2783 <- wrt source file 2025-09-07T06:38:50.3029530Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_children:0 2025-09-07T06:38:50.3030290Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.modules:0, line 2807 <- wrt source file 2025-09-07T06:38:50.3031050Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.modules:0 2025-09-07T06:38:50.3031850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_modules:0, line 2845 <- wrt source file 2025-09-07T06:38:50.3032630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_modules:0 2025-09-07T06:38:50.3033400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout:0, line 60 <- wrt source file 2025-09-07T06:38:50.3034110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout:0 2025-09-07T06:38:50.3034820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout1d:0, line 108 <- wrt source file 2025-09-07T06:38:50.3035530Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout1d:0 2025-09-07T06:38:50.3036360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout2d:0, line 163 <- wrt source file 2025-09-07T06:38:50.3037080Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout2d:0 2025-09-07T06:38:50.3037790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout3d:0, line 211 <- wrt source file 2025-09-07T06:38:50.3038530Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout3d:0 2025-09-07T06:38:50.3039240Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::AlphaDropout:0, line 257 <- wrt source file 2025-09-07T06:38:50.3040030Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::AlphaDropout:0 2025-09-07T06:38:50.3040780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::FeatureAlphaDropout:0, line 309 <- wrt source file 2025-09-07T06:38:50.3041550Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/dropout.py::FeatureAlphaDropout:0 2025-09-07T06:38:50.3042300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/lazy.py::LazyModuleMixin:0, line 77 <- wrt source file 2025-09-07T06:38:50.3043020Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/lazy.py::LazyModuleMixin:0 2025-09-07T06:38:50.3043780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LocalResponseNorm:0, line 38 <- wrt source file 2025-09-07T06:38:50.3044570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LocalResponseNorm:0 2025-09-07T06:38:50.3045380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LayerNorm:0, line 163 <- wrt source file 2025-09-07T06:38:50.3046170Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LayerNorm:0 2025-09-07T06:38:50.3046920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::GroupNorm:0, line 274 <- wrt source file 2025-09-07T06:38:50.3047670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::GroupNorm:0 2025-09-07T06:38:50.3048420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::RMSNorm:0, line 367 <- wrt source file 2025-09-07T06:38:50.3049150Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/normalization.py::RMSNorm:0 2025-09-07T06:38:50.3049840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNN:0, line 595 <- wrt source file 2025-09-07T06:38:50.3050510Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNN:0 2025-09-07T06:38:50.3051170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTM:0, line 953 <- wrt source file 2025-09-07T06:38:50.3051840Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTM:0 2025-09-07T06:38:50.3052540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRU:0, line 1288 <- wrt source file 2025-09-07T06:38:50.3053210Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRU:0 2025-09-07T06:38:50.3053890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNNCell:0, line 1537 <- wrt source file 2025-09-07T06:38:50.3054600Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNNCell:0 2025-09-07T06:38:50.3055300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTMCell:0, line 1659 <- wrt source file 2025-09-07T06:38:50.3056020Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTMCell:0 2025-09-07T06:38:50.3056700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRUCell:0, line 1773 <- wrt source file 2025-09-07T06:38:50.3057370Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRUCell:0 2025-09-07T06:38:50.3058080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad1d:0, line 70 <- wrt source file 2025-09-07T06:38:50.3058840Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad1d:0 2025-09-07T06:38:50.3059590Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad2d:0, line 122 <- wrt source file 2025-09-07T06:38:50.3060340Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad2d:0 2025-09-07T06:38:50.3061080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad3d:0, line 187 <- wrt source file 2025-09-07T06:38:50.3061830Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad3d:0 2025-09-07T06:38:50.3062580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad1d:0, line 241 <- wrt source file 2025-09-07T06:38:50.3063320Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad1d:0 2025-09-07T06:38:50.3064050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad2d:0, line 294 <- wrt source file 2025-09-07T06:38:50.3064780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad2d:0 2025-09-07T06:38:50.3065510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad3d:0, line 350 <- wrt source file 2025-09-07T06:38:50.3066260Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad3d:0 2025-09-07T06:38:50.3067000Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad1d:0, line 395 <- wrt source file 2025-09-07T06:38:50.3067740Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad1d:0 2025-09-07T06:38:50.3068510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad2d:0, line 439 <- wrt source file 2025-09-07T06:38:50.3069250Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad2d:0 2025-09-07T06:38:50.3069990Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad3d:0, line 497 <- wrt source file 2025-09-07T06:38:50.3070740Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad3d:0 2025-09-07T06:38:50.3071480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad1d:0, line 556 <- wrt source file 2025-09-07T06:38:50.3072250Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad1d:0 2025-09-07T06:38:50.3073000Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad2d:0, line 600 <- wrt source file 2025-09-07T06:38:50.3073750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad2d:0 2025-09-07T06:38:50.3074490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad3d:0, line 658 <- wrt source file 2025-09-07T06:38:50.3075230Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad3d:0 2025-09-07T06:38:50.3075960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad1d:0, line 692 <- wrt source file 2025-09-07T06:38:50.3076670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad1d:0 2025-09-07T06:38:50.3077380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad2d:0, line 750 <- wrt source file 2025-09-07T06:38:50.3078140Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad2d:0 2025-09-07T06:38:50.3078870Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad3d:0, line 812 <- wrt source file 2025-09-07T06:38:50.3079580Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad3d:0 2025-09-07T06:38:50.3080270Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/fold.py::Fold:0, line 224 <- wrt source file 2025-09-07T06:38:50.3080950Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/fold.py::Fold:0 2025-09-07T06:38:50.3081610Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/fold.py::Unfold:0, line 395 <- wrt source file 2025-09-07T06:38:50.3082290Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/fold.py::Unfold:0 2025-09-07T06:38:50.3083010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_distributed_c10d.py::__doc__:0, line 11 <- wrt source file 2025-09-07T06:38:50.3083770Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_distributed_c10d.py::__doc__:0 2025-09-07T06:38:50.3084490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/run.py::__doc__:0, line 57 <- wrt source file 2025-09-07T06:38:50.3085220Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/run.py::__doc__:0 2025-09-07T06:38:50.3085980Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_coalescing_manager:0, line 2573 <- wrt source file 2025-09-07T06:38:50.3086810Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_coalescing_manager:0 2025-09-07T06:38:50.3087620Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_time_estimator:0, line 2675 <- wrt source file 2025-09-07T06:38:50.3088420Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_time_estimator:0 2025-09-07T06:38:50.3089280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_object:0, line 3146 <- wrt source file 2025-09-07T06:38:50.3090090Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_object:0 2025-09-07T06:38:50.3090890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::send_object_list:0, line 3380 <- wrt source file 2025-09-07T06:38:50.3091720Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::send_object_list:0 2025-09-07T06:38:50.3092540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::recv_object_list:0, line 3497 <- wrt source file 2025-09-07T06:38:50.3093370Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::recv_object_list:0 2025-09-07T06:38:50.3094220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::broadcast_object_list:0, line 3643 <- wrt source file 2025-09-07T06:38:50.3095160Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::broadcast_object_list:0 2025-09-07T06:38:50.3096040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter_object_list:0, line 3766 <- wrt source file 2025-09-07T06:38:50.3096860Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter_object_list:0 2025-09-07T06:38:50.3097690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_into_tensor:0, line 3975 <- wrt source file 2025-09-07T06:38:50.3098510Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_into_tensor:0 2025-09-07T06:38:50.3099340Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_coalesced:0, line 4113 <- wrt source file 2025-09-07T06:38:50.3100160Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_coalesced:0 2025-09-07T06:38:50.3100960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::gather:0, line 4219 <- wrt source file 2025-09-07T06:38:50.3101710Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::gather:0 2025-09-07T06:38:50.3102510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter:0, line 4304 <- wrt source file 2025-09-07T06:38:50.3103280Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter:0 2025-09-07T06:38:50.3104070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::reduce_scatter_tensor:0, line 4442 <- wrt source file 2025-09-07T06:38:50.3104890Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::reduce_scatter_tensor:0 2025-09-07T06:38:50.3105740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::monitored_barrier:0, line 4926 <- wrt source file 2025-09-07T06:38:50.3106580Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::monitored_barrier:0 2025-09-07T06:38:50.3107410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups:0, line 5468 <- wrt source file 2025-09-07T06:38:50.3108200Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups:0 2025-09-07T06:38:50.3109030Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups_by_enumeration:0, line 5562 <- wrt source file 2025-09-07T06:38:50.3109890Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups_by_enumeration:0 2025-09-07T06:38:50.3110730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh:0, line 410 <- wrt source file 2025-09-07T06:38:50.3111500Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh:0 2025-09-07T06:38:50.3112300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh.get_local_rank:0, line 955 <- wrt source file 2025-09-07T06:38:50.3113130Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh.get_local_rank:0 2025-09-07T06:38:50.3113930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py::init_device_mesh:0, line 1101 <- wrt source file 2025-09-07T06:38:50.3114700Z * SKIPPED: 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source file 2025-09-07T06:38:50.3138070Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/elastic/rendezvous/api.py::RendezvousHandler.shutdown:0 2025-09-07T06:38:50.3138960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/elastic/utils/distributed.py::get_free_port:0, line 141 <- wrt source file 2025-09-07T06:38:50.3139890Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/elastic/utils/distributed.py::get_free_port:0 2025-09-07T06:38:50.3140690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/pipelining/_IR.py::pipe_split:0, line 333 <- wrt source file 2025-09-07T06:38:50.3141460Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/pipelining/_IR.py::pipe_split:0 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line 64 <- wrt source file 2025-09-07T06:38:50.3150390Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py::quantization_pertensor_hook:0 2025-09-07T06:38:50.3151400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py::quantization_perchannel_hook:0, line 145 <- wrt source file 2025-09-07T06:38:50.3152420Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py::quantization_perchannel_hook:0 2025-09-07T06:38:50.3153430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/debugging_hooks.py::noop_hook:0, line 23 <- wrt source file 2025-09-07T06:38:50.3154340Z * SKIPPED: 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SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::FunctionCtx.mark_dirty:0 2025-09-07T06:38:50.3297460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::FunctionCtx.mark_non_differentiable:0, line 214 <- wrt source file 2025-09-07T06:38:50.3298300Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::FunctionCtx.mark_non_differentiable:0 2025-09-07T06:38:50.3299140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::FunctionCtx.set_materialize_grads:0, line 243 <- wrt source file 2025-09-07T06:38:50.3299970Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::FunctionCtx.set_materialize_grads:0 2025-09-07T06:38:50.3300750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::Function:0, line 485 <- wrt source file 2025-09-07T06:38:50.3301450Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/function.py::Function:0 2025-09-07T06:38:50.3302140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/graph.py::_snake_case:0, line 102 <- wrt source file 2025-09-07T06:38:50.3302860Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/graph.py::_snake_case:0 2025-09-07T06:38:50.3303560Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/graph.py::Graph.eliminate_dead_code:0, line 1873 <- wrt source file 2025-09-07T06:38:50.3304430Z * SKIPPED: 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SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py::merge:0 2025-09-07T06:38:50.3320380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py::merge_with:0, line 64 <- wrt source file 2025-09-07T06:38:50.3321250Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py::merge_with:0 2025-09-07T06:38:50.3322110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py::valmap:0, line 90 <- wrt source file 2025-09-07T06:38:50.3322970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py::valmap:0 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/swa_utils.py::update_bn:0, line 337 <- wrt source file 2025-09-07T06:38:50.6060870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/swa_utils.py::update_bn:0 2025-09-07T06:38:50.6061640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/select_algorithm.py::add_preprocessing_fn:0, line 3473 <- wrt source file 2025-09-07T06:38:50.6062440Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/select_algorithm.py::add_preprocessing_fn:0 2025-09-07T06:38:50.6063220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_inductor/codecache.py::WritableTempFile:0, line 374 <- wrt source file 2025-09-07T06:38:50.6063970Z * SKIPPED: 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2025-09-07T06:38:50.6068270Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::register_dataclass:0, line 303 <- wrt source file 2025-09-07T06:38:50.6068990Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::register_dataclass:0 2025-09-07T06:38:50.6069710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::register_constant:0, line 419 <- wrt source file 2025-09-07T06:38:50.6070430Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::register_constant:0 2025-09-07T06:38:50.6071130Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::tree_is_leaf:0, line 1026 <- wrt source file 2025-09-07T06:38:50.6071860Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::tree_is_leaf:0 2025-09-07T06:38:50.6072700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::tree_map:0, line 1345 <- wrt source file 2025-09-07T06:38:50.6073390Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_pytree.py::tree_map:0 2025-09-07T06:38:50.6074120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py::checkpoint_sequential:0, line 555 <- wrt source file 2025-09-07T06:38:50.6074880Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py::checkpoint_sequential:0 2025-09-07T06:38:50.6075650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py::set_checkpoint_early_stop:0, line 757 <- wrt source file 2025-09-07T06:38:50.6076470Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py::set_checkpoint_early_stop:0 2025-09-07T06:38:50.6077280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/backend_registration.py::rename_privateuse1_backend:0, line 69 <- wrt source file 2025-09-07T06:38:50.6078120Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/backend_registration.py::rename_privateuse1_backend:0 2025-09-07T06:38:50.6079020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/backend_registration.py::generate_methods_for_privateuse1_backend:0, line 375 <- wrt source file 2025-09-07T06:38:50.6079930Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/backend_registration.py::generate_methods_for_privateuse1_backend:0 2025-09-07T06:38:50.6080800Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/backend_registration.py::_get_custom_mod_func:0, line 410 <- wrt source file 2025-09-07T06:38:50.6081640Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/backend_registration.py::_get_custom_mod_func:0 2025-09-07T06:38:50.6082440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/dlpack.py::from_dlpack:0, line 93 <- wrt source file 2025-09-07T06:38:50.6083230Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/dlpack.py::from_dlpack:0 2025-09-07T06:38:50.6083940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_is_leaf:0, line 277 <- wrt source file 2025-09-07T06:38:50.6084650Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_is_leaf:0 2025-09-07T06:38:50.6085360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_flatten:0, line 320 <- wrt source file 2025-09-07T06:38:50.6086070Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_flatten:0 2025-09-07T06:38:50.6086790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_unflatten:0, line 357 <- wrt source file 2025-09-07T06:38:50.6087510Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_structure:0, line 457 <- wrt source file 2025-09-07T06:38:50.6091780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_structure:0 2025-09-07T06:38:50.6092490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_map:0, line 494 <- wrt source file 2025-09-07T06:38:50.6093200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_map:0 2025-09-07T06:38:50.6093920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::broadcast_prefix:0, line 893 <- wrt source file 2025-09-07T06:38:50.6094760Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py::replace_extern_shared:0, line 535 <- wrt source file 2025-09-07T06:38:50.6099730Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py::replace_extern_shared:0 2025-09-07T06:38:50.6100550Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.__init__:0, line 216 <- wrt source file 2025-09-07T06:38:50.6101370Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.__init__:0 2025-09-07T06:38:50.6102200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_hparams:0, line 314 <- wrt source file 2025-09-07T06:38:50.6103030Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_hparams:0 2025-09-07T06:38:50.6103870Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalar:0, line 362 <- wrt source file 2025-09-07T06:38:50.6104690Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalar:0 2025-09-07T06:38:50.6105530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalars:0, line 394 <- wrt source file 2025-09-07T06:38:50.6106380Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalars:0 2025-09-07T06:38:50.6107210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_tensor:0, line 441 <- wrt source file 2025-09-07T06:38:50.6108040Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_tensor:0 2025-09-07T06:38:50.6108880Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_histogram:0, line 480 <- wrt source file 2025-09-07T06:38:50.6109750Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_histogram:0 2025-09-07T06:38:50.6110610Z * DOCTEST : 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2025-09-07T06:38:50.6114790Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_images:0 2025-09-07T06:38:50.6115640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_text:0, line 811 <- wrt source file 2025-09-07T06:38:50.6116480Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_text:0 2025-09-07T06:38:50.6117320Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_embedding:0, line 878 <- wrt source file 2025-09-07T06:38:50.6118170Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_embedding:0 2025-09-07T06:38:50.6119010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_pr_curve:0, line 989 <- wrt source file 2025-09-07T06:38:50.6119850Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_pr_curve:0 2025-09-07T06:38:50.6120740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_custom_scalars_multilinechart:0, line 1063 <- wrt source file 2025-09-07T06:38:50.6121700Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_custom_scalars_multilinechart:0 2025-09-07T06:38:50.6122640Z * DOCTEST : 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::default_convert:0, line 39 <- wrt source file 2025-09-07T06:38:50.6134530Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::default_convert:0 2025-09-07T06:38:50.6135280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::collate:0, line 137 <- wrt source file 2025-09-07T06:38:50.6136020Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::collate:0 2025-09-07T06:38:50.6136770Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::default_collate:0, line 364 <- wrt source file 2025-09-07T06:38:50.6137540Z * SKIPPED: 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source file 2025-09-07T06:38:50.6146210Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/grouping.py::UnBatcherIterDataPipe:0 2025-09-07T06:38:50.6147080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/selecting.py::FilterIterDataPipe:0, line 37 <- wrt source file 2025-09-07T06:38:50.6147960Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/selecting.py::FilterIterDataPipe:0 2025-09-07T06:38:50.6148830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ConcaterIterDataPipe:0, line 38 <- wrt source file 2025-09-07T06:38:50.6149730Z * SKIPPED: 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2025-09-07T06:38:50.6621670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py::CustomOpDef.register_autograd:0 2025-09-07T06:38:50.6622490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py::CustomOpDef.register_vmap:0, line 709 <- wrt source file 2025-09-07T06:38:50.6623280Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py::CustomOpDef.register_vmap:0 2025-09-07T06:38:50.6624080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py::CustomOpDef.register_autocast:0, line 795 <- wrt source file 2025-09-07T06:38:50.6624890Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py::CustomOpDef.register_autocast:0 2025-09-07T06:38:50.6625700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/fake_impl.py::FakeImplCtx.new_dynamic_size:0, line 175 <- wrt source file 2025-09-07T06:38:50.6626490Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/fake_impl.py::FakeImplCtx.new_dynamic_size:0 2025-09-07T06:38:50.6627290Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/fake_class_registry.py::register_fake_class:0, line 230 <- wrt source file 2025-09-07T06:38:50.6628090Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/fake_class_registry.py::register_fake_class:0 2025-09-07T06:38:50.6628890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/amp/grad_scaler.py::GradScaler:0, line 64 <- wrt source file 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SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_dynamo/decorators.py::substitute_in_graph:0 2025-09-07T06:38:50.6638220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_dynamo/variables/base.py::VariableTracker.python_type:0, line 322 <- wrt source file 2025-09-07T06:38:50.6639300Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_dynamo/variables/base.py::VariableTracker.python_type:0 2025-09-07T06:38:50.6640090Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/functional.py::conv1d:0, line 211 <- wrt source file 2025-09-07T06:38:50.6640840Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/functional.py::conv1d:0 2025-09-07T06:38:50.6641580Z * DOCTEST : 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: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/conv.py::ConvTranspose3d:0, line 460 <- wrt source file 2025-09-07T06:38:50.6658370Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/conv.py::ConvTranspose3d:0 2025-09-07T06:38:50.6659200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::LSTM:0, line 515 <- wrt source file 2025-09-07T06:38:50.6665100Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::LSTM:0 2025-09-07T06:38:50.6665870Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::GRU:0, line 801 <- wrt source file 2025-09-07T06:38:50.6666630Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::GRU:0 2025-09-07T06:38:50.6667460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::RNNCell:0, line 1206 <- wrt source file 2025-09-07T06:38:50.6668240Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::RNNCell:0 2025-09-07T06:38:50.6669020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::LSTMCell:0, line 1273 <- wrt source file 2025-09-07T06:38:50.6669800Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::LSTMCell:0 2025-09-07T06:38:50.6670580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::GRUCell:0, line 1326 <- wrt source file 2025-09-07T06:38:50.6671370Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::GRUCell:0 2025-09-07T06:38:50.6672200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/functional_modules.py::FloatFunctional:0, line 23 <- wrt source file 2025-09-07T06:38:50.6673110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/functional_modules.py::FloatFunctional:0 2025-09-07T06:38:50.6674040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/functional_modules.py::QFunctional:0, line 176 <- wrt source file 2025-09-07T06:38:50.6674870Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/functional_modules.py::QFunctional:0 2025-09-07T06:38:50.6675660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/linear.py::Linear:0, line 138 <- wrt source file 2025-09-07T06:38:50.6676420Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/linear.py::Linear:0 2025-09-07T06:38:50.6677170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/activation.py::ReLU6:0, line 36 <- wrt source file 2025-09-07T06:38:50.6678000Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/activation.py::ReLU6:0 2025-09-07T06:38:50.6678740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv2d:0, line 505 <- wrt source file 2025-09-07T06:38:50.6679570Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv2d:0 2025-09-07T06:38:50.6680330Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv3d:0, line 635 <- wrt source file 2025-09-07T06:38:50.6681090Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv3d:0 2025-09-07T06:38:50.6681830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::ConvTranspose1d:0, line 892 <- wrt source file 2025-09-07T06:38:50.6682610Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::Embedding:0, line 111 <- wrt source file 2025-09-07T06:38:50.6687430Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::Embedding:0 2025-09-07T06:38:50.6688260Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::EmbeddingBag:0, line 275 <- wrt source file 2025-09-07T06:38:50.6689090Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::EmbeddingBag:0 2025-09-07T06:38:50.6689880Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTMCell:0, line 30 <- wrt source file 2025-09-07T06:38:50.6690620Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTMCell:0 2025-09-07T06:38:50.6691350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTM:0, line 413 <- wrt source file 2025-09-07T06:38:50.6692070Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTM:0 2025-09-07T06:38:50.6692840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/qat/modules/linear_relu.py::LinearReLU:0, line 30 <- wrt source file 2025-09-07T06:38:50.6693670Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/qat/modules/linear_relu.py::LinearReLU:0 2025-09-07T06:38:50.6694660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/dynamic/modules/linear_relu.py::LinearReLU:0, line 24 <- wrt source file 2025-09-07T06:38:50.6695590Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/dynamic/modules/linear_relu.py::LinearReLU:0 2025-09-07T06:38:50.6696470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearReLU:0, line 25 <- wrt source file 2025-09-07T06:38:50.6697310Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearReLU:0 2025-09-07T06:38:50.6698180Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearLeakyReLU:0, line 67 <- wrt source file 2025-09-07T06:38:50.6699050Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearLeakyReLU:0 2025-09-07T06:38:50.6735750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearTanh:0, line 142 <- wrt source file 2025-09-07T06:38:50.6736810Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearTanh:0 2025-09-07T06:38:50.6737670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/observer.py::_with_args:0, line 110 <- wrt source file 2025-09-07T06:38:50.6738450Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/observer.py::_with_args:0 2025-09-07T06:38:50.6739250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/observer.py::_with_callable_args:0, line 132 <- wrt source file 2025-09-07T06:38:50.6740050Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/observer.py::_with_callable_args:0 2025-09-07T06:38:50.6740890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuse_modules.py::fuse_modules:0, line 176 <- wrt source file 2025-09-07T06:38:50.6741680Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuse_modules.py::fuse_modules:0 2025-09-07T06:38:50.6742460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::get_combined_dict:0, line 172 <- wrt source file 2025-09-07T06:38:50.6743220Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::get_combined_dict:0 2025-09-07T06:38:50.6743990Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::_get_path_of_module:0, line 544 <- wrt source file 2025-09-07T06:38:50.6744770Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::_get_path_of_module:0 2025-09-07T06:38:50.6745540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::_get_signature_locals:0, line 566 <- wrt source file 2025-09-07T06:38:50.6746350Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::_get_num_pos_args:0, line 729 <- wrt source file 2025-09-07T06:38:50.6751160Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/utils.py::_get_num_pos_args:0 2025-09-07T06:38:50.6751960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_conv_bn:0, line 31 <- wrt source file 2025-09-07T06:38:50.6752780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_conv_bn:0 2025-09-07T06:38:50.6753680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_conv_bn_relu:0, line 76 <- wrt source file 2025-09-07T06:38:50.6754530Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_conv_bn_relu:0 2025-09-07T06:38:50.6755400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_linear_bn:0, line 130 <- wrt source file 2025-09-07T06:38:50.6756240Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_linear_bn:0 2025-09-07T06:38:50.6757090Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_convtranspose_bn:0, line 163 <- wrt source file 2025-09-07T06:38:50.6758010Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fuser_method_mappings.py::fuse_convtranspose_bn:0 2025-09-07T06:38:50.6758850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_pt2e:0, line 51 <- wrt source file 2025-09-07T06:38:50.6759640Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_pt2e:0 2025-09-07T06:38:50.6760430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_qat_pt2e:0, line 130 <- wrt source file 2025-09-07T06:38:50.6761240Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_qat_pt2e:0 2025-09-07T06:38:50.6762060Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::convert_pt2e:0, line 228 <- wrt source file 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SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/dirichlet.py::Dirichlet:0 2025-09-07T06:38:50.6811330Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/log_normal.py::LogNormal:0, line 23 <- wrt source file 2025-09-07T06:38:50.6812100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/log_normal.py::LogNormal:0 2025-09-07T06:38:50.6812880Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/geometric.py::Geometric:0, line 36 <- wrt source file 2025-09-07T06:38:50.6813670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/geometric.py::Geometric:0 2025-09-07T06:38:50.6814500Z * DOCTEST : 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/kumaraswamy.py::Kumaraswamy:0 2025-09-07T06:38:50.6828230Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/half_normal.py::HalfNormal:0, line 24 <- wrt source file 2025-09-07T06:38:50.6828980Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/half_normal.py::HalfNormal:0 2025-09-07T06:38:50.6829730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/half_cauchy.py::HalfCauchy:0, line 24 <- wrt source file 2025-09-07T06:38:50.6830470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/half_cauchy.py::HalfCauchy:0 2025-09-07T06:38:50.6831220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/lkj_cholesky.py::LKJCholesky:0, line 43 <- wrt source file 2025-09-07T06:38:50.6831980Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/lkj_cholesky.py::LKJCholesky:0 2025-09-07T06:38:50.6832750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/independent.py::Independent:0, line 27 <- wrt source file 2025-09-07T06:38:50.6833550Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/independent.py::Independent:0 2025-09-07T06:38:50.6849820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/multinomial.py::Multinomial:0, line 38 <- wrt source file 2025-09-07T06:38:50.6850790Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/multinomial.py::Multinomial:0 2025-09-07T06:38:50.6851630Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/exponential.py::Exponential:0, line 20 <- wrt source file 2025-09-07T06:38:50.6852500Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/exponential.py::Exponential:0 2025-09-07T06:38:50.6853300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/pareto.py::Pareto:0, line 20 <- wrt source file 2025-09-07T06:38:50.6854060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/pareto.py::Pareto:0 2025-09-07T06:38:50.6854810Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/cauchy.py::Cauchy:0, line 23 <- wrt source file 2025-09-07T06:38:50.6855520Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/cauchy.py::Cauchy:0 2025-09-07T06:38:50.6856240Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/von_mises.py::VonMises:0, line 117 <- wrt source file 2025-09-07T06:38:50.6857000Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/von_mises.py::VonMises:0 2025-09-07T06:38:50.6857740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/gumbel.py::Gumbel:0, line 23 <- wrt source file 2025-09-07T06:38:50.6858450Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/gumbel.py::Gumbel:0 2025-09-07T06:38:50.6859330Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/utils.py::clamp_probs:0, line 114 <- wrt source file 2025-09-07T06:38:50.6860060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/utils.py::clamp_probs:0 2025-09-07T06:38:50.6860900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/continuous_bernoulli.py::ContinuousBernoulli:0, line 35 <- wrt source file 2025-09-07T06:38:50.6861910Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/continuous_bernoulli.py::ContinuousBernoulli:0 2025-09-07T06:38:50.6862780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/fishersnedecor.py::FisherSnedecor:0, line 21 <- wrt source file 2025-09-07T06:38:50.6863590Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/fishersnedecor.py::FisherSnedecor:0 2025-09-07T06:38:50.6864560Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/constraints.py::is_dependent:0, line 166 <- wrt source file 2025-09-07T06:38:50.6865500Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/constraints.py::is_dependent:0 2025-09-07T06:38:50.6866280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/constraints.py::_DependentProperty:0, line 187 <- wrt source file 2025-09-07T06:38:50.6867160Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/constraints.py::_DependentProperty:0 2025-09-07T06:38:50.6867940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/uniform.py::Uniform:0, line 21 <- wrt source file 2025-09-07T06:38:50.6868660Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/uniform.py::Uniform:0 2025-09-07T06:38:50.6869390Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/bernoulli.py::Bernoulli:0, line 30 <- wrt source file 2025-09-07T06:38:50.6870130Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/bernoulli.py::Bernoulli:0 2025-09-07T06:38:50.6870900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/logistic_normal.py::LogisticNormal:0, line 28 <- wrt source file 2025-09-07T06:38:50.6871690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/logistic_normal.py::LogisticNormal:0 2025-09-07T06:38:50.6872510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/one_hot_categorical.py::OneHotCategorical:0, line 34 <- wrt source file 2025-09-07T06:38:50.6873340Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/one_hot_categorical.py::OneHotCategorical:0 2025-09-07T06:38:50.6874180Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/wishart.py::Wishart:0, line 39 <- wrt source file 2025-09-07T06:38:50.6874900Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/wishart.py::Wishart:0 2025-09-07T06:38:50.6875600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/gamma.py::Gamma:0, line 24 <- wrt source file 2025-09-07T06:38:50.6876330Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/gamma.py::Gamma:0 2025-09-07T06:38:50.6877120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/chi2.py::Chi2:0, line 18 <- wrt source file 2025-09-07T06:38:50.6877880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/chi2.py::Chi2:0 2025-09-07T06:38:50.6878650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/binomial.py::Binomial:0, line 31 <- wrt source file 2025-09-07T06:38:50.6879410Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/binomial.py::Binomial:0 2025-09-07T06:38:50.6880160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/package/glob_group.py::GlobGroup:0, line 22 <- wrt source file 2025-09-07T06:38:50.6880870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/package/glob_group.py::GlobGroup:0 2025-09-07T06:38:50.6881510Z ============ 2025-09-07T06:38:50.6881680Z Finished doctests 2025-09-07T06:38:50.6881820Z 338 / 732 passed 2025-09-07T06:38:50.6881970Z  2025-09-07T06:38:50.6882160Z === Found 146 parse-time warnings === 2025-09-07T06:38:50.6882430Z --- Parse Warning: 1 / 146 --- 2025-09-07T06:38:50.6883260Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Library.fallback in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=375. 2025-09-07T06:38:50.6884170Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.6884540Z Registers the function implementation as the fallback for the given key. 2025-09-07T06:38:50.6884790Z 2025-09-07T06:38:50.6885010Z This function only works for a library with global namespace ("_"). 2025-09-07T06:38:50.6885250Z 2025-09-07T06:38:50.6885360Z Args: 2025-09-07T06:38:50.6885610Z fn: function used as fallback for the given dispatch key or :func:`~fallthrough_kernel` 2025-09-07T06:38:50.6885920Z to register a fallthrough. 2025-09-07T06:38:50.6886260Z dispatch_key: dispatch key that the input function should be registered for. By default, it uses 2025-09-07T06:38:50.6886620Z the dispatch key that the library was created with. 2025-09-07T06:38:50.6887010Z with_keyset: flag controlling if the current dispatcher call keyset should be passed as the first argument 2025-09-07T06:38:50.6887490Z to :attr:`fn` when calling. This should be used to create the appropriate keyset for redispatch calls. 2025-09-07T06:38:50.6887790Z 2025-09-07T06:38:50.6887900Z Example:: 2025-09-07T06:38:50.6888030Z 2025-09-07T06:38:50.6888160Z >>> my_lib = Library("_", "IMPL") 2025-09-07T06:38:50.6888390Z >>> def fallback_kernel(op, *args, **kwargs): 2025-09-07T06:38:50.6888610Z >>> # Handle all autocast ops generically 2025-09-07T06:38:50.6888810Z >>> # ... 2025-09-07T06:38:50.6889000Z >>> my_lib.fallback(fallback_kernel, "Autocast") 2025-09-07T06:38:50.6889200Z 2025-09-07T06:38:50.6889690Z Original Error: IndentationError('expected an indented block after function definition on line 2', ('', 5, 1, 'my_lib.fallback(fallback_kernel, "Autocast")\n', 5, 7)) 2025-09-07T06:38:50.6890160Z 2025-09-07T06:38:50.6890300Z my_lib.fallback(fallback_kernel, "Autocast") 2025-09-07T06:38:50.6890490Z ^ 2025-09-07T06:38:50.6890600Z warnings.warn(msg) 2025-09-07T06:38:50.6890740Z 2025-09-07T06:38:50.6890900Z --- Parse Warning: 2 / 146 --- 2025-09-07T06:38:50.6891670Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=948. 2025-09-07T06:38:50.6892540Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.6892900Z Register a FakeTensor implementation ("fake impl") for this operator. 2025-09-07T06:38:50.6893140Z 2025-09-07T06:38:50.6893310Z Also sometimes known as a "meta kernel", "abstract impl". 2025-09-07T06:38:50.6893530Z 2025-09-07T06:38:50.6893730Z An "FakeTensor implementation" specifies the behavior of this operator on 2025-09-07T06:38:50.6894080Z Tensors that carry no data ("FakeTensor"). Given some input Tensors with 2025-09-07T06:38:50.6894420Z certain properties (sizes/strides/storage_offset/device), it specifies 2025-09-07T06:38:50.6894720Z what the properties of the output Tensors are. 2025-09-07T06:38:50.6894910Z 2025-09-07T06:38:50.6895110Z The FakeTensor implementation has the same signature as the operator. 2025-09-07T06:38:50.6895440Z It is run for both FakeTensors and meta tensors. To write a FakeTensor 2025-09-07T06:38:50.6895760Z implementation, assume that all Tensor inputs to the operator are 2025-09-07T06:38:50.6896080Z regular CPU/CUDA/Meta tensors, but they do not have storage, and 2025-09-07T06:38:50.6896400Z you are trying to return regular CPU/CUDA/Meta tensor(s) as output. 2025-09-07T06:38:50.6896750Z The FakeTensor implementation must consist of only PyTorch operations 2025-09-07T06:38:50.6897070Z (and may not directly access the storage or data of any input or 2025-09-07T06:38:50.6897310Z intermediate Tensors). 2025-09-07T06:38:50.6897460Z 2025-09-07T06:38:50.6897670Z This API may be used as a decorator (see examples). 2025-09-07T06:38:50.6897870Z 2025-09-07T06:38:50.6898020Z For a detailed guide on custom ops, please see 2025-09-07T06:38:50.6898320Z https://pytorch.org/tutorials/advanced/custom_ops_landing_page.html 2025-09-07T06:38:50.6898560Z 2025-09-07T06:38:50.6898670Z Args: 2025-09-07T06:38:50.6898880Z op_name: Operator name (along with the overload) or OpOverload object. 2025-09-07T06:38:50.6899150Z func: Fake tensor implementation. 2025-09-07T06:38:50.6899410Z lib (Optional[Library]): Library to register the fake tensor to. 2025-09-07T06:38:50.6899710Z allow_override: Flag controlling if we want to override an 2025-09-07T06:38:50.6900000Z existing registered fake impl. This is by default off, 2025-09-07T06:38:50.6900280Z and will error you're trying to register a fake impl to 2025-09-07T06:38:50.6900570Z an operator that already has a fake impl. This also only 2025-09-07T06:38:50.6900850Z applies if the custom operator was not created via 2025-09-07T06:38:50.6901130Z torch.library.custom_op, as overriding and existing fake 2025-09-07T06:38:50.6901390Z impl is already allowed. 2025-09-07T06:38:50.6901570Z 2025-09-07T06:38:50.6901670Z Examples: 2025-09-07T06:38:50.6901810Z >>> import torch 2025-09-07T06:38:50.6901970Z >>> import numpy as np 2025-09-07T06:38:50.6902220Z >>> from torch import Tensor 2025-09-07T06:38:50.6902400Z >>> 2025-09-07T06:38:50.6902590Z >>> # Example 1: an operator without data-dependent output shape 2025-09-07T06:38:50.6902900Z >>> @torch.library.custom_op("mylib::custom_linear", mutates_args=()) 2025-09-07T06:38:50.6903230Z >>> def custom_linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-09-07T06:38:50.6903540Z >>> raise NotImplementedError("Implementation goes here") 2025-09-07T06:38:50.6903760Z >>> 2025-09-07T06:38:50.6903950Z >>> @torch.library.register_fake("mylib::custom_linear") 2025-09-07T06:38:50.6904170Z >>> def _(x, weight, bias): 2025-09-07T06:38:50.6904380Z >>> assert x.dim() == 2 2025-09-07T06:38:50.6904570Z >>> assert weight.dim() == 2 2025-09-07T06:38:50.6904780Z >>> assert bias.dim() == 1 2025-09-07T06:38:50.6905000Z >>> assert x.shape[1] == weight.shape[1] 2025-09-07T06:38:50.6905240Z >>> assert weight.shape[0] == bias.shape[0] 2025-09-07T06:38:50.6905480Z >>> assert x.device == weight.device 2025-09-07T06:38:50.6905680Z >>> 2025-09-07T06:38:50.6905840Z >>> return (x @ weight.t()) + bias 2025-09-07T06:38:50.6906030Z >>> 2025-09-07T06:38:50.6906230Z >>> with torch._subclasses.fake_tensor.FakeTensorMode(): 2025-09-07T06:38:50.6906480Z >>> x = torch.randn(2, 3) 2025-09-07T06:38:50.6906680Z >>> w = torch.randn(3, 3) 2025-09-07T06:38:50.6906870Z >>> b = torch.randn(3) 2025-09-07T06:38:50.6907090Z >>> y = torch.ops.mylib.custom_linear(x, w, b) 2025-09-07T06:38:50.6907310Z >>> 2025-09-07T06:38:50.6907450Z >>> assert y.shape == (2, 3) 2025-09-07T06:38:50.6907640Z >>> 2025-09-07T06:38:50.6907840Z >>> # Example 2: an operator with data-dependent output shape 2025-09-07T06:38:50.6908160Z >>> @torch.library.custom_op("mylib::custom_nonzero", mutates_args=()) 2025-09-07T06:38:50.6908500Z >>> def custom_nonzero(x: Tensor) -> Tensor: 2025-09-07T06:38:50.6908720Z >>> x_np = x.numpy(force=True) 2025-09-07T06:38:50.6908960Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-09-07T06:38:50.6909200Z >>> return torch.tensor(res, device=x.device) 2025-09-07T06:38:50.6909430Z >>> 2025-09-07T06:38:50.6909630Z >>> @torch.library.register_fake("mylib::custom_nonzero") 2025-09-07T06:38:50.6909860Z >>> def _(x): 2025-09-07T06:38:50.6910060Z >>> # Number of nonzero-elements is data-dependent. 2025-09-07T06:38:50.6910320Z >>> # Since we cannot peek at the data in an fake impl, 2025-09-07T06:38:50.6910590Z >>> # we use the ctx object to construct a new symint that 2025-09-07T06:38:50.6910840Z >>> # represents the data-dependent size. 2025-09-07T06:38:50.6911070Z >>> ctx = torch.library.get_ctx() 2025-09-07T06:38:50.6911280Z >>> nnz = ctx.new_dynamic_size() 2025-09-07T06:38:50.6911480Z >>> shape = [nnz, x.dim()] 2025-09-07T06:38:50.6911720Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-09-07T06:38:50.6911950Z >>> return result 2025-09-07T06:38:50.6912120Z >>> 2025-09-07T06:38:50.6912330Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-09-07T06:38:50.6912560Z >>> 2025-09-07T06:38:50.6912720Z >>> x = torch.tensor([0, 1, 2, 3, 4, 0]) 2025-09-07T06:38:50.6913030Z >>> trace = make_fx(torch.ops.mylib.custom_nonzero, tracing_mode="symbolic")(x) 2025-09-07T06:38:50.6913320Z >>> trace.print_readable() 2025-09-07T06:38:50.6913490Z >>> 2025-09-07T06:38:50.6913700Z >>> assert torch.allclose(trace(x), torch.ops.mylib.custom_nonzero(x)) 2025-09-07T06:38:50.6913970Z 2025-09-07T06:38:50.6914070Z 2025-09-07T06:38:50.6914460Z Original Error: IndentationError('expected an indented block after function definition on line 37', ('', 38, 1, '_._ = None\n', 38, 2)) 2025-09-07T06:38:50.6914900Z 2025-09-07T06:38:50.6915020Z _._ = None 2025-09-07T06:38:50.6915150Z ^ 2025-09-07T06:38:50.6915280Z warnings.warn(msg) 2025-09-07T06:38:50.6915420Z 2025-09-07T06:38:50.6915590Z --- Parse Warning: 3 / 146 --- 2025-09-07T06:38:50.6916420Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_autograd in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=1083. 2025-09-07T06:38:50.6917410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.6917720Z Register a backward formula for this custom op. 2025-09-07T06:38:50.6917910Z 2025-09-07T06:38:50.6918100Z In order for an operator to work with autograd, you need to register 2025-09-07T06:38:50.6918340Z a backward formula: 2025-09-07T06:38:50.6918580Z 1. You must tell us how to compute gradients during the backward pass 2025-09-07T06:38:50.6918840Z by providing us a "backward" function. 2025-09-07T06:38:50.6919110Z 2. If you need any values from the forward to compute gradients, you can 2025-09-07T06:38:50.6919390Z use `setup_context` to save values for backward. 2025-09-07T06:38:50.6919590Z 2025-09-07T06:38:50.6919790Z ``backward`` runs during the backward pass. It accepts ``(ctx, *grads)``: 2025-09-07T06:38:50.6920110Z - ``grads`` is one or more gradients. The number of gradients matches 2025-09-07T06:38:50.6920370Z the number of outputs of the operator. 2025-09-07T06:38:50.6920640Z The ``ctx`` object is `the same ctx object `_ used by 2025-09-07T06:38:50.6920990Z :class:`torch.autograd.Function`. The semantics of ``backward_fn`` are the 2025-09-07T06:38:50.6921330Z same as :meth:`torch.autograd.Function.backward`. 2025-09-07T06:38:50.6921530Z 2025-09-07T06:38:50.6921730Z ``setup_context(ctx, inputs, output)`` runs during the forward pass. 2025-09-07T06:38:50.6922070Z Please save quantities needed for backward onto the ``ctx`` object via 2025-09-07T06:38:50.6922450Z either :meth:`torch.autograd.function.FunctionCtx.save_for_backward` 2025-09-07T06:38:50.6922810Z or assigning them as attributes of ``ctx``. If your custom op has 2025-09-07T06:38:50.6923130Z kwarg-only arguments, we expect the signature of ``setup_context`` 2025-09-07T06:38:50.6923450Z to be ``setup_context(ctx, inputs, keyword_only_inputs, output)``. 2025-09-07T06:38:50.6923680Z 2025-09-07T06:38:50.6923870Z Both ``setup_context_fn`` and ``backward_fn`` must be traceable. That is, 2025-09-07T06:38:50.6924210Z they may not directly access :meth:`torch.Tensor.data_ptr` and they must 2025-09-07T06:38:50.6924560Z not depend on or mutate global state. If you need a non-traceable backward, 2025-09-07T06:38:50.6924900Z you can make it a separate custom_op that you call inside ``backward_fn``. 2025-09-07T06:38:50.6925150Z 2025-09-07T06:38:50.6925340Z If you need different autograd behavior on different devices, then we 2025-09-07T06:38:50.6925680Z recommend creating two different custom operators, one for each device 2025-09-07T06:38:50.6926020Z that needs different behavior, and switching between them at runtime. 2025-09-07T06:38:50.6926250Z 2025-09-07T06:38:50.6926360Z Examples: 2025-09-07T06:38:50.6926490Z >>> import torch 2025-09-07T06:38:50.6926650Z >>> import numpy as np 2025-09-07T06:38:50.6926830Z >>> from torch import Tensor 2025-09-07T06:38:50.6927000Z >>> 2025-09-07T06:38:50.6927250Z >>> @torch.library.custom_op("mylib::numpy_sin", mutates_args=()) 2025-09-07T06:38:50.6927530Z >>> def numpy_sin(x: Tensor) -> Tensor: 2025-09-07T06:38:50.6927740Z >>> x_np = x.cpu().numpy() 2025-09-07T06:38:50.6927930Z >>> y_np = np.sin(x_np) 2025-09-07T06:38:50.6928160Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-09-07T06:38:50.6928360Z >>> 2025-09-07T06:38:50.6928530Z >>> def setup_context(ctx, inputs, output) -> Tensor: 2025-09-07T06:38:50.6928740Z >>> x, = inputs 2025-09-07T06:38:50.6928920Z >>> ctx.save_for_backward(x) 2025-09-07T06:38:50.6929090Z >>> 2025-09-07T06:38:50.6929230Z >>> def backward(ctx, grad): 2025-09-07T06:38:50.6929450Z >>> x, = ctx.saved_tensors 2025-09-07T06:38:50.6929640Z >>> return grad * x.cos() 2025-09-07T06:38:50.6929800Z >>> 2025-09-07T06:38:50.6929950Z >>> torch.library.register_autograd( 2025-09-07T06:38:50.6930200Z ... "mylib::numpy_sin", backward, setup_context=setup_context 2025-09-07T06:38:50.6930430Z ... ) 2025-09-07T06:38:50.6930550Z >>> 2025-09-07T06:38:50.6930700Z >>> x = torch.randn(3, requires_grad=True) 2025-09-07T06:38:50.6930900Z >>> y = numpy_sin(x) 2025-09-07T06:38:50.6931120Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-09-07T06:38:50.6931370Z >>> assert torch.allclose(grad_x, x.cos()) 2025-09-07T06:38:50.6931550Z >>> 2025-09-07T06:38:50.6931700Z >>> # Example with a keyword-only arg 2025-09-07T06:38:50.6931960Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-09-07T06:38:50.6932250Z >>> def numpy_mul(x: Tensor, *, val: float) -> Tensor: 2025-09-07T06:38:50.6932470Z >>> x_np = x.cpu().numpy() 2025-09-07T06:38:50.6932650Z >>> y_np = x_np * val 2025-09-07T06:38:50.6932870Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-09-07T06:38:50.6933120Z >>> 2025-09-07T06:38:50.6933340Z >>> def setup_context(ctx, inputs, keyword_only_inputs, output) -> Tensor: 2025-09-07T06:38:50.6933690Z >>> ctx.val = keyword_only_inputs["val"] 2025-09-07T06:38:50.6933910Z >>> 2025-09-07T06:38:50.6934070Z >>> def backward(ctx, grad): 2025-09-07T06:38:50.6934310Z >>> return grad * ctx.val 2025-09-07T06:38:50.6934510Z >>> 2025-09-07T06:38:50.6934670Z >>> torch.library.register_autograd( 2025-09-07T06:38:50.6934930Z ... "mylib::numpy_mul", backward, setup_context=setup_context 2025-09-07T06:38:50.6935200Z ... ) 2025-09-07T06:38:50.6935330Z >>> 2025-09-07T06:38:50.6935510Z >>> x = torch.randn(3, requires_grad=True) 2025-09-07T06:38:50.6935720Z >>> y = numpy_mul(x, val=3.14) 2025-09-07T06:38:50.6935970Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-09-07T06:38:50.6936270Z >>> assert torch.allclose(grad_x, torch.full_like(x, 3.14)) 2025-09-07T06:38:50.6936510Z 2025-09-07T06:38:50.6943070Z 2025-09-07T06:38:50.6943340Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.6943630Z 2025-09-07T06:38:50.6943750Z warnings.warn(msg) 2025-09-07T06:38:50.6943910Z 2025-09-07T06:38:50.6944110Z --- Parse Warning: 4 / 146 --- 2025-09-07T06:38:50.6944880Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=get_kernel in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=1482. 2025-09-07T06:38:50.6945780Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.6946300Z Returns the computed kernel for a given operator and dispatch key. 2025-09-07T06:38:50.6946560Z 2025-09-07T06:38:50.6946780Z This function retrieves the kernel that would be executed for a given 2025-09-07T06:38:50.6947130Z operator and dispatch key combination. The returned SafeKernelFunction 2025-09-07T06:38:50.6947450Z can be used to call the kernel in a boxed fashion. The intended use 2025-09-07T06:38:50.6947770Z case for this function is to retrieve the original kernel for a given 2025-09-07T06:38:50.6948100Z dispatch key and then register another kernel to the same dispatch key 2025-09-07T06:38:50.6948400Z that calls into the original kernel for certain cases. 2025-09-07T06:38:50.6948660Z 2025-09-07T06:38:50.6948770Z Args: 2025-09-07T06:38:50.6948960Z op: Operator name (along with the overload) or OpOverload object 2025-09-07T06:38:50.6949320Z Can be a string (e.g., "aten::add.Tensor"), an OpOverload, or a CustomOpDef. 2025-09-07T06:38:50.6949710Z dispatch_key (str | torch.DispatchKey): The dispatch key to get the kernel for. 2025-09-07T06:38:50.6950100Z Can be a string (e.g., "CPU", "CUDA") or a DispatchKey enum value. 2025-09-07T06:38:50.6950340Z 2025-09-07T06:38:50.6950470Z Returns: 2025-09-07T06:38:50.6950720Z torch._C._SafeKernelFunction: A safe kernel function that can be used to 2025-09-07T06:38:50.6951010Z call the kernel. 2025-09-07T06:38:50.6951180Z 2025-09-07T06:38:50.6951300Z Raises: 2025-09-07T06:38:50.6951470Z RuntimeError: If the operator does not exist. 2025-09-07T06:38:50.6951660Z 2025-09-07T06:38:50.6951770Z Example: 2025-09-07T06:38:50.6951920Z >>> # Get the CPU kernel for torch.add 2025-09-07T06:38:50.6952190Z >>> kernel = torch.library.get_kernel("aten::add.Tensor", "CPU") 2025-09-07T06:38:50.6952410Z >>> 2025-09-07T06:38:50.6952560Z >>> # You can also use DispatchKey enum 2025-09-07T06:38:50.6952870Z >>> kernel = torch.library.get_kernel("aten::add.Tensor", torch.DispatchKey.CPU) 2025-09-07T06:38:50.6953160Z >>> 2025-09-07T06:38:50.6953300Z >>> # Or use an OpOverload directly 2025-09-07T06:38:50.6953570Z >>> kernel = torch.library.get_kernel(torch.ops.aten.add.Tensor, "CPU") 2025-09-07T06:38:50.6953820Z >>> 2025-09-07T06:38:50.6954060Z >>> # Example: Using get_kernel in a custom op with conditional dispatch 2025-09-07T06:38:50.6954340Z >>> # Get the original kernel for torch.sin 2025-09-07T06:38:50.6954620Z >>> original_sin_kernel = torch.library.get_kernel("aten::sin", "CPU") 2025-09-07T06:38:50.6954860Z >>> 2025-09-07T06:38:50.6955080Z >>> # If input has negative values, use original sin, otherwise return zeros 2025-09-07T06:38:50.6955370Z >>> def conditional_sin_impl(dispatch_keys, x): 2025-09-07T06:38:50.6955570Z >>> if (x < 0).any(): 2025-09-07T06:38:50.6955800Z >>> return original_sin_kernel.call_boxed(dispatch_keys, x) 2025-09-07T06:38:50.6956030Z >>> else: 2025-09-07T06:38:50.6956200Z >>> return torch.zeros_like(x) 2025-09-07T06:38:50.6956380Z >>> 2025-09-07T06:38:50.6956540Z >>> lib = torch.library.Library("aten", "IMPL") 2025-09-07T06:38:50.6956850Z >>> # with_keyset=True so the first argument to the impl is the current DispatchKeySet 2025-09-07T06:38:50.6957190Z >>> which needs to be the first argument to ``kernel.call_boxed`` 2025-09-07T06:38:50.6957500Z >>> lib.impl("sin", conditional_sin_impl, "CPU", with_keyset=True) 2025-09-07T06:38:50.6957730Z >>> 2025-09-07T06:38:50.6957870Z >>> # Test the conditional behavior 2025-09-07T06:38:50.6958080Z >>> x_positive = torch.tensor([1.0, 2.0]) 2025-09-07T06:38:50.6958310Z >>> x_mixed = torch.tensor([-1.0, 2.0]) 2025-09-07T06:38:50.6958520Z >>> torch.sin(x_positive) 2025-09-07T06:38:50.6958690Z tensor([0., 0.]) 2025-09-07T06:38:50.6958850Z >>> torch.sin(x_mixed) 2025-09-07T06:38:50.6959020Z tensor([-0.8415, 0.9093]) 2025-09-07T06:38:50.6959180Z 2025-09-07T06:38:50.6959540Z Original Error: SyntaxError('invalid syntax', ('', 23, 7, 'which needs to be the first argument to ``kernel.call_boxed``\n', 23, 12)) 2025-09-07T06:38:50.6959920Z 2025-09-07T06:38:50.6960090Z which needs to be the first argument to ``kernel.call_boxed`` 2025-09-07T06:38:50.6960310Z ^ 2025-09-07T06:38:50.6960430Z warnings.warn(msg) 2025-09-07T06:38:50.6960590Z 2025-09-07T06:38:50.6960760Z --- Parse Warning: 5 / 146 --- 2025-09-07T06:38:50.6961520Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=opcheck in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py line=1571. 2025-09-07T06:38:50.6962350Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.6962710Z Given an operator and some sample arguments, tests if the operator is 2025-09-07T06:38:50.6962960Z registered correctly. 2025-09-07T06:38:50.6963110Z 2025-09-07T06:38:50.6963300Z That is, when you use the torch.library/TORCH_LIBRARY APIs to create a 2025-09-07T06:38:50.6963650Z custom op, you specified metadata (e.g. mutability info) about the custom op 2025-09-07T06:38:50.6964000Z and these APIs require that the functions you pass them satisfy certain 2025-09-07T06:38:50.6964340Z properties (e.g. no data pointer access in the fake/meta/abstract kernel) 2025-09-07T06:38:50.6964630Z ``opcheck`` tests these metadata and properties. 2025-09-07T06:38:50.6964830Z 2025-09-07T06:38:50.6964950Z Concretely, we test the following: 2025-09-07T06:38:50.6965130Z 2025-09-07T06:38:50.6965340Z - test_schema: If the schema matches the implementation of 2025-09-07T06:38:50.6965650Z the operator. For example: if the schema specifies a Tensor is mutated, 2025-09-07T06:38:50.6965980Z then we check the implementation mutates the Tensor. If the schema 2025-09-07T06:38:50.6966290Z specifies that we return a new Tensor, then we check that the 2025-09-07T06:38:50.6966630Z implementation returns a new Tensor (instead of an existing one or 2025-09-07T06:38:50.6966890Z a view of an existing one). 2025-09-07T06:38:50.6967130Z - test_autograd_registration: If the operator supports training 2025-09-07T06:38:50.6967440Z (autograd): we check that its autograd formula is registered via 2025-09-07T06:38:50.6967760Z torch.library.register_autograd or a manual registration to one 2025-09-07T06:38:50.6968080Z or more DispatchKey::Autograd keys. Any other DispatchKey-based 2025-09-07T06:38:50.6968350Z registrations may lead to undefined behavior. 2025-09-07T06:38:50.6968610Z - test_faketensor: If the operator has a FakeTensor kernel 2025-09-07T06:38:50.6968900Z (and if it is correct). The FakeTensor kernel is necessary ( 2025-09-07T06:38:50.6969210Z but not sufficient) for the operator to work with PyTorch compilation 2025-09-07T06:38:50.6969540Z APIs (torch.compile/export/FX). We check that a FakeTensor kernel 2025-09-07T06:38:50.6969850Z (also sometimes known as a meta kernel) was registered for the 2025-09-07T06:38:50.6970150Z operator and that it is correct. This test takes the result of 2025-09-07T06:38:50.6970450Z running the operator on real tensors and the result of running 2025-09-07T06:38:50.6970750Z the operator on FakeTensors and checks that they have the same 2025-09-07T06:38:50.6971040Z Tensor metadata (sizes/strides/dtype/device/etc). 2025-09-07T06:38:50.6971330Z - test_aot_dispatch_dynamic: If the operator has correct behavior 2025-09-07T06:38:50.6971630Z with PyTorch compilation APIs (torch.compile/export/FX). 2025-09-07T06:38:50.6971930Z This checks that the outputs (and gradients, if applicable) are the 2025-09-07T06:38:50.6972220Z same under eager-mode PyTorch and torch.compile. 2025-09-07T06:38:50.6972500Z This test is a superset of ``test_faketensor`` and is an e2e test; 2025-09-07T06:38:50.6972790Z other things it tests are that the operator supports 2025-09-07T06:38:50.6973090Z functionalization and that the backward pass (if it exists) also 2025-09-07T06:38:50.6973380Z supports FakeTensor and functionalization. 2025-09-07T06:38:50.6973590Z 2025-09-07T06:38:50.6973770Z For best results, please call ``opcheck`` multiple times with a 2025-09-07T06:38:50.6974070Z representative set of inputs. If your operator supports 2025-09-07T06:38:50.6974390Z autograd, please use ``opcheck`` with inputs with ``requires_grad = True``; 2025-09-07T06:38:50.6974740Z if your operator supports multiple devices (e.g. CPU and CUDA), please 2025-09-07T06:38:50.6975070Z use ``opcheck`` with inputs on all supported devices. 2025-09-07T06:38:50.6975290Z 2025-09-07T06:38:50.6975410Z Args: 2025-09-07T06:38:50.6975610Z op: The operator. Must either be a function decorated with 2025-09-07T06:38:50.6975960Z :func:`torch.library.custom_op` or an OpOverload/OpOverloadPacket 2025-09-07T06:38:50.6976320Z found in torch.ops.* (e.g. torch.ops.aten.sin, torch.ops.mylib.foo) 2025-09-07T06:38:50.6976620Z args: The args to the operator 2025-09-07T06:38:50.6976840Z kwargs: The kwargs to the operator 2025-09-07T06:38:50.6977110Z test_utils: Tests that we should run. Default: all of them. 2025-09-07T06:38:50.6977400Z Example: ("test_schema", "test_faketensor") 2025-09-07T06:38:50.6977670Z raise_exception: If we should raise an exception on the first 2025-09-07T06:38:50.6978020Z error. If False, we will return a dict with information 2025-09-07T06:38:50.6978270Z on if each test passed or not. 2025-09-07T06:38:50.6978570Z rtol (Optional[float]): Relative tolerance for floating point comparisons. 2025-09-07T06:38:50.6978900Z If specified ``atol`` must also be specified. 2025-09-07T06:38:50.6979180Z If omitted, default values based on the ``dtype`` are selected 2025-09-07T06:38:50.6979470Z (see the table in :func:`torch.testing.assert_close`). 2025-09-07T06:38:50.6979790Z atol (Optional[float]): Absolute tolerance for floating point comparisons. 2025-09-07T06:38:50.6980080Z If specified ``rtol`` must also be specified. 2025-09-07T06:38:50.6980360Z If omitted, default values based on the ``dtype`` are selected 2025-09-07T06:38:50.6980640Z (see the table in :func:`torch.testing.assert_close`). 2025-09-07T06:38:50.6980860Z 2025-09-07T06:38:50.6980960Z .. warning:: 2025-09-07T06:38:50.6981090Z 2025-09-07T06:38:50.6981280Z opcheck and :func:`torch.autograd.gradcheck` test different things; 2025-09-07T06:38:50.6981620Z opcheck tests if your usage of torch.library APIs is correct while 2025-09-07T06:38:50.6981940Z :func:`torch.autograd.gradcheck` tests if your autograd formula is 2025-09-07T06:38:50.6982270Z mathematically correct. Use both to test custom ops that support 2025-09-07T06:38:50.6982530Z gradient computation. 2025-09-07T06:38:50.6982690Z 2025-09-07T06:38:50.6982790Z Example: 2025-09-07T06:38:50.6982910Z 2025-09-07T06:38:50.6983050Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:50.6983340Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-09-07T06:38:50.6983630Z >>> def numpy_mul(x: Tensor, y: float) -> Tensor: 2025-09-07T06:38:50.6983850Z >>> x_np = x.numpy(force=True) 2025-09-07T06:38:50.6984040Z >>> z_np = x_np * y 2025-09-07T06:38:50.6984250Z >>> return torch.from_numpy(z_np).to(x.device) 2025-09-07T06:38:50.6984440Z >>> 2025-09-07T06:38:50.6984580Z >>> @numpy_mul.register_fake 2025-09-07T06:38:50.6984760Z >>> def _(x, y): 2025-09-07T06:38:50.6984930Z >>> return torch.empty_like(x) 2025-09-07T06:38:50.6985120Z >>> 2025-09-07T06:38:50.6985280Z >>> def setup_context(ctx, inputs, output): 2025-09-07T06:38:50.6985470Z >>> y, = inputs 2025-09-07T06:38:50.6985670Z >>> ctx.y = y 2025-09-07T06:38:50.6985820Z >>> 2025-09-07T06:38:50.6985960Z >>> def backward(ctx, grad): 2025-09-07T06:38:50.6986150Z >>> return grad * ctx.y, None 2025-09-07T06:38:50.6986320Z >>> 2025-09-07T06:38:50.6986530Z >>> numpy_mul.register_autograd(backward, setup_context=setup_context) 2025-09-07T06:38:50.6986780Z >>> 2025-09-07T06:38:50.6986910Z >>> sample_inputs = [ 2025-09-07T06:38:50.6987080Z >>> (torch.randn(3), 3.14), 2025-09-07T06:38:50.6987290Z >>> (torch.randn(2, 3, device='cuda'), 2.718), 2025-09-07T06:38:50.6987540Z >>> (torch.randn(1, 10, requires_grad=True), 1.234), 2025-09-07T06:38:50.6987820Z >>> (torch.randn(64, 64, device='cuda', requires_grad=True), 90.18), 2025-09-07T06:38:50.6988040Z >>> ] 2025-09-07T06:38:50.6988170Z >>> 2025-09-07T06:38:50.6988310Z >>> for args in sample_inputs: 2025-09-07T06:38:50.6988520Z >>> torch.library.opcheck(numpy_mul, args) 2025-09-07T06:38:50.6988710Z 2025-09-07T06:38:50.6988810Z 2025-09-07T06:38:50.6989020Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.6989280Z 2025-09-07T06:38:50.6989420Z warnings.warn(msg) 2025-09-07T06:38:50.6989560Z 2025-09-07T06:38:50.6989740Z --- Parse Warning: 6 / 146 --- 2025-09-07T06:38:50.6990570Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Tensor.dim_order in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py line=1493. 2025-09-07T06:38:50.6991420Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.6991680Z 2025-09-07T06:38:50.6991820Z dim_order(ambiguity_check=False) -> tuple 2025-09-07T06:38:50.6992000Z 2025-09-07T06:38:50.6992200Z Returns the uniquely determined tuple of int describing the dim order or 2025-09-07T06:38:50.6992470Z physical layout of :attr:`self`. 2025-09-07T06:38:50.6992630Z 2025-09-07T06:38:50.6992840Z The dim order represents how dimensions are laid out in memory of dense tensors, 2025-09-07T06:38:50.6993170Z starting from the outermost to the innermost dimension. 2025-09-07T06:38:50.6993380Z 2025-09-07T06:38:50.6993560Z Note that the dim order may not always be uniquely determined. 2025-09-07T06:38:50.6993970Z If `ambiguity_check` is True, this function raises a RuntimeError when the dim order cannot be uniquely determined; 2025-09-07T06:38:50.6994510Z If `ambiguity_check` is a list of memory formats, this function raises a RuntimeError when tensor can not be interpreted 2025-09-07T06:38:50.6994960Z into exactly one of the given memory formats, or it cannot be uniquely determined. 2025-09-07T06:38:50.6995380Z If `ambiguity_check` is False, it will return one of legal dim order(s) without checking its uniqueness. 2025-09-07T06:38:50.6995710Z Otherwise, it will raise TypeError. 2025-09-07T06:38:50.6995880Z 2025-09-07T06:38:50.6996010Z Args: 2025-09-07T06:38:50.6996280Z ambiguity_check (bool or List[torch.memory_format]): The check method for ambiguity of dim order. 2025-09-07T06:38:50.6996580Z 2025-09-07T06:38:50.6996690Z Examples:: 2025-09-07T06:38:50.6996810Z 2025-09-07T06:38:50.6996940Z >>> torch.empty((2, 3, 5, 7)).dim_order() 2025-09-07T06:38:50.6997110Z (0, 1, 2, 3) 2025-09-07T06:38:50.6997300Z >>> torch.empty((2, 3, 5, 7)).transpose(1, 2).dim_order() 2025-09-07T06:38:50.6997500Z (0, 2, 1, 3) 2025-09-07T06:38:50.6997720Z >>> torch.empty((2, 3, 5, 7), memory_format=torch.channels_last).dim_order() 2025-09-07T06:38:50.6997960Z (0, 2, 3, 1) 2025-09-07T06:38:50.6998120Z >>> torch.empty((1, 2, 3, 4)).dim_order() 2025-09-07T06:38:50.6998330Z (0, 1, 2, 3) 2025-09-07T06:38:50.6998460Z >>> try: 2025-09-07T06:38:50.6998650Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check=True) 2025-09-07T06:38:50.6998880Z ... except RuntimeError as e: 2025-09-07T06:38:50.6999060Z ... print(e) 2025-09-07T06:38:50.6999340Z The tensor does not have unique dim order, or cannot map to exact one of the given memory formats. 2025-09-07T06:38:50.6999670Z >>> torch.empty((1, 2, 3, 4)).dim_order( 2025-09-07T06:38:50.6999930Z ... ambiguity_check=[torch.contiguous_format, torch.channels_last] 2025-09-07T06:38:50.7000210Z ... ) # It can be mapped to contiguous format 2025-09-07T06:38:50.7000400Z (0, 1, 2, 3) 2025-09-07T06:38:50.7000530Z >>> try: 2025-09-07T06:38:50.7000720Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check="ILLEGAL") 2025-09-07T06:38:50.7000960Z ... except TypeError as e: 2025-09-07T06:38:50.7001130Z ... print(e) 2025-09-07T06:38:50.7001370Z The ambiguity_check argument must be a bool or a list of memory formats. 2025-09-07T06:38:50.7001610Z 2025-09-07T06:38:50.7001720Z .. warning:: 2025-09-07T06:38:50.7001920Z The dim_order tensor API is experimental and subject to change. 2025-09-07T06:38:50.7002210Z 2025-09-07T06:38:50.7002420Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7002680Z 2025-09-07T06:38:50.7002790Z warnings.warn(msg) 2025-09-07T06:38:50.7002930Z 2025-09-07T06:38:50.7003120Z --- Parse Warning: 7 / 146 --- 2025-09-07T06:38:50.7003930Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=565. 2025-09-07T06:38:50.7004740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7005000Z 2025-09-07T06:38:50.7005160Z Load a model from a github repo or a local directory. 2025-09-07T06:38:50.7005360Z 2025-09-07T06:38:50.7005560Z Note: Loading a model is the typical use case, but this can also be used to 2025-09-07T06:38:50.7005900Z for loading other objects such as tokenizers, loss functions, etc. 2025-09-07T06:38:50.7006130Z 2025-09-07T06:38:50.7006300Z If ``source`` is 'github', ``repo_or_dir`` is expected to be 2025-09-07T06:38:50.7006570Z of the form ``repo_owner/repo_name[:ref]`` with an optional 2025-09-07T06:38:50.7006800Z ref (a tag or a branch). 2025-09-07T06:38:50.7006950Z 2025-09-07T06:38:50.7007110Z If ``source`` is 'local', ``repo_or_dir`` is expected to be a 2025-09-07T06:38:50.7007330Z path to a local directory. 2025-09-07T06:38:50.7007480Z 2025-09-07T06:38:50.7007580Z Args: 2025-09-07T06:38:50.7007730Z repo_or_dir (str): If ``source`` is 'github', 2025-09-07T06:38:50.7008050Z this should correspond to a github repo with format ``repo_owner/repo_name[:ref]`` with 2025-09-07T06:38:50.7008510Z an optional ref (tag or branch), for example 'pytorch/vision:0.10'. If ``ref`` is not specified, 2025-09-07T06:38:50.7008920Z the default branch is assumed to be ``main`` if it exists, and otherwise ``master``. 2025-09-07T06:38:50.7009270Z If ``source`` is 'local' then it should be a path to a local directory. 2025-09-07T06:38:50.7009590Z model (str): the name of a callable (entrypoint) defined in the 2025-09-07T06:38:50.7009830Z repo/dir's ``hubconf.py``. 2025-09-07T06:38:50.7010180Z *args (optional): the corresponding args for callable ``model``. 2025-09-07T06:38:50.7010490Z source (str, optional): 'github' or 'local'. Specifies how 2025-09-07T06:38:50.7022490Z ``repo_or_dir`` is to be interpreted. Default is 'github'. 2025-09-07T06:38:50.7022970Z trust_repo (bool, str or None): ``"check"``, ``True``, ``False`` or ``None``. 2025-09-07T06:38:50.7023330Z This parameter was introduced in v1.12 and helps ensuring that users 2025-09-07T06:38:50.7023620Z only run code from repos that they trust. 2025-09-07T06:38:50.7023800Z 2025-09-07T06:38:50.7023990Z - If ``False``, a prompt will ask the user whether the repo should 2025-09-07T06:38:50.7024230Z be trusted. 2025-09-07T06:38:50.7024450Z - If ``True``, the repo will be added to the trusted list and loaded 2025-09-07T06:38:50.7024710Z without requiring explicit confirmation. 2025-09-07T06:38:50.7024970Z - If ``"check"``, the repo will be checked against the list of 2025-09-07T06:38:50.7025280Z trusted repos in the cache. If it is not present in that list, the 2025-09-07T06:38:50.7025590Z behaviour will fall back onto the ``trust_repo=False`` option. 2025-09-07T06:38:50.7025890Z - If ``None``: this will raise a warning, inviting the user to set 2025-09-07T06:38:50.7026180Z ``trust_repo`` to either ``False``, ``True`` or ``"check"``. This 2025-09-07T06:38:50.7026500Z is only present for backward compatibility and will be removed in 2025-09-07T06:38:50.7026730Z v2.0. 2025-09-07T06:38:50.7026910Z 2025-09-07T06:38:50.7027100Z Default is ``None`` and will eventually change to ``"check"`` in v2.0. 2025-09-07T06:38:50.7027430Z force_reload (bool, optional): whether to force a fresh download of 2025-09-07T06:38:50.7027740Z the github repo unconditionally. Does not have any effect if 2025-09-07T06:38:50.7028040Z ``source = 'local'``. Default is ``False``. 2025-09-07T06:38:50.7028310Z verbose (bool, optional): If ``False``, mute messages about hitting 2025-09-07T06:38:50.7028630Z local caches. Note that the message about first download cannot be 2025-09-07T06:38:50.7028930Z muted. Does not have any effect if ``source = 'local'``. 2025-09-07T06:38:50.7029160Z Default is ``True``. 2025-09-07T06:38:50.7029460Z skip_validation (bool, optional): if ``False``, torchhub will check that the branch or commit 2025-09-07T06:38:50.7029880Z specified by the ``github`` argument properly belongs to the repo owner. This will make 2025-09-07T06:38:50.7030280Z requests to the GitHub API; you can specify a non-default GitHub token by setting the 2025-09-07T06:38:50.7030630Z ``GITHUB_TOKEN`` environment variable. Default is ``False``. 2025-09-07T06:38:50.7030940Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-09-07T06:38:50.7031170Z 2025-09-07T06:38:50.7031280Z Returns: 2025-09-07T06:38:50.7031470Z The output of the ``model`` callable when called with the given 2025-09-07T06:38:50.7031710Z ``*args`` and ``**kwargs``. 2025-09-07T06:38:50.7031870Z 2025-09-07T06:38:50.7031970Z Example: 2025-09-07T06:38:50.7032130Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-09-07T06:38:50.7032330Z >>> # from a github repo 2025-09-07T06:38:50.7032510Z >>> repo = "pytorch/vision" 2025-09-07T06:38:50.7032720Z >>> model = torch.hub.load( 2025-09-07T06:38:50.7032960Z ... repo, "resnet50", weights="ResNet50_Weights.IMAGENET1K_V1" 2025-09-07T06:38:50.7033180Z ... ) 2025-09-07T06:38:50.7033310Z >>> # from a local directory 2025-09-07T06:38:50.7033510Z >>> path = "/some/local/path/pytorch/vision" 2025-09-07T06:38:50.7033710Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7033980Z >>> model = torch.hub.load(path, "resnet50", weights="ResNet50_Weights.DEFAULT") 2025-09-07T06:38:50.7034240Z 2025-09-07T06:38:50.7034450Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7034710Z 2025-09-07T06:38:50.7034820Z warnings.warn(msg) 2025-09-07T06:38:50.7035000Z 2025-09-07T06:38:50.7035240Z --- Parse Warning: 8 / 146 --- 2025-09-07T06:38:50.7036040Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_load_local in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=657. 2025-09-07T06:38:50.7036910Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7037180Z 2025-09-07T06:38:50.7037350Z Load a model from a local directory with a ``hubconf.py``. 2025-09-07T06:38:50.7037580Z 2025-09-07T06:38:50.7037690Z Args: 2025-09-07T06:38:50.7037900Z hubconf_dir (str): path to a local directory that contains a 2025-09-07T06:38:50.7038150Z ``hubconf.py``. 2025-09-07T06:38:50.7038400Z model (str): name of an entrypoint defined in the directory's 2025-09-07T06:38:50.7038650Z ``hubconf.py``. 2025-09-07T06:38:50.7038900Z *args (optional): the corresponding args for callable ``model``. 2025-09-07T06:38:50.7039240Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-09-07T06:38:50.7039480Z 2025-09-07T06:38:50.7039580Z Returns: 2025-09-07T06:38:50.7039760Z a single model with corresponding pretrained weights. 2025-09-07T06:38:50.7040000Z 2025-09-07T06:38:50.7040110Z Example: 2025-09-07T06:38:50.7040270Z >>> # xdoctest: +SKIP("stub local path") 2025-09-07T06:38:50.7040510Z >>> path = "/some/local/path/pytorch/vision" 2025-09-07T06:38:50.7040730Z >>> model = _load_local( 2025-09-07T06:38:50.7040890Z ... path, 2025-09-07T06:38:50.7041070Z ... "resnet50", 2025-09-07T06:38:50.7041270Z ... weights="ResNet50_Weights.IMAGENET1K_V1", 2025-09-07T06:38:50.7041480Z ... ) 2025-09-07T06:38:50.7041610Z 2025-09-07T06:38:50.7041840Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7042130Z 2025-09-07T06:38:50.7042250Z warnings.warn(msg) 2025-09-07T06:38:50.7042410Z 2025-09-07T06:38:50.7042580Z --- Parse Warning: 9 / 146 --- 2025-09-07T06:38:50.7043410Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=download_url_to_file in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=696. 2025-09-07T06:38:50.7044300Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7044620Z Download object at the given URL to a local path. 2025-09-07T06:38:50.7044830Z 2025-09-07T06:38:50.7044930Z Args: 2025-09-07T06:38:50.7045010Z url (str): URL of the object to download 2025-09-07T06:38:50.7045160Z dst (str): Full path where object will be saved, e.g. ``/tmp/temporary_file`` 2025-09-07T06:38:50.7045370Z hash_prefix (str, optional): If not None, the SHA256 downloaded file should start with ``hash_prefix``. 2025-09-07T06:38:50.7045420Z Default: None 2025-09-07T06:38:50.7045640Z progress (bool, optional): whether or not to display a progress bar to stderr 2025-09-07T06:38:50.7045690Z Default: True 2025-09-07T06:38:50.7045740Z 2025-09-07T06:38:50.7045780Z Example: 2025-09-07T06:38:50.7045870Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-09-07T06:38:50.7045930Z >>> # xdoctest: +REQUIRES(POSIX) 2025-09-07T06:38:50.7046010Z >>> torch.hub.download_url_to_file( 2025-09-07T06:38:50.7046160Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth", 2025-09-07T06:38:50.7046220Z ... "/tmp/temporary_file", 2025-09-07T06:38:50.7046260Z ... ) 2025-09-07T06:38:50.7046300Z 2025-09-07T06:38:50.7046340Z 2025-09-07T06:38:50.7046640Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7046690Z 2025-09-07T06:38:50.7046730Z warnings.warn(msg) 2025-09-07T06:38:50.7046780Z 2025-09-07T06:38:50.7046880Z --- Parse Warning: 10 / 146 --- 2025-09-07T06:38:50.7047530Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load_state_dict_from_url in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/hub.py line=821. 2025-09-07T06:38:50.7047690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7047780Z Loads the Torch serialized object at the given URL. 2025-09-07T06:38:50.7047820Z 2025-09-07T06:38:50.7047940Z If downloaded file is a zip file, it will be automatically 2025-09-07T06:38:50.7047980Z decompressed. 2025-09-07T06:38:50.7048030Z 2025-09-07T06:38:50.7048160Z If the object is already present in `model_dir`, it's deserialized and 2025-09-07T06:38:50.7048200Z returned. 2025-09-07T06:38:50.7048330Z The default value of ``model_dir`` is ``/checkpoints`` where 2025-09-07T06:38:50.7048450Z ``hub_dir`` is the directory returned by :func:`~torch.hub.get_dir`. 2025-09-07T06:38:50.7048530Z 2025-09-07T06:38:50.7048570Z Args: 2025-09-07T06:38:50.7048650Z url (str): URL of the object to download 2025-09-07T06:38:50.7048770Z model_dir (str, optional): directory in which to save the object 2025-09-07T06:38:50.7049000Z map_location (optional): a function or a dict specifying how to remap storage locations (see torch.load) 2025-09-07T06:38:50.7049150Z progress (bool, optional): whether or not to display a progress bar to stderr. 2025-09-07T06:38:50.7049210Z Default: True 2025-09-07T06:38:50.7049400Z check_hash(bool, optional): If True, the filename part of the URL should follow the naming convention 2025-09-07T06:38:50.7049540Z ``filename-.ext`` where ```` is the first eight or more 2025-09-07T06:38:50.7049680Z digits of the SHA256 hash of the contents of the file. The hash is used to 2025-09-07T06:38:50.7049800Z ensure unique names and to verify the contents of the file. 2025-09-07T06:38:50.7049850Z Default: False 2025-09-07T06:38:50.7050060Z file_name (str, optional): name for the downloaded file. Filename from ``url`` will be used if not set. 2025-09-07T06:38:50.7050250Z weights_only(bool, optional): If True, only weights will be loaded and no complex pickled objects. 2025-09-07T06:38:50.7050410Z Recommended for untrusted sources. See :func:`~torch.load` for more details. 2025-09-07T06:38:50.7050450Z 2025-09-07T06:38:50.7050500Z Example: 2025-09-07T06:38:50.7050580Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-09-07T06:38:50.7050670Z >>> state_dict = torch.hub.load_state_dict_from_url( 2025-09-07T06:38:50.7050810Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth" 2025-09-07T06:38:50.7050900Z ... ) 2025-09-07T06:38:50.7050950Z 2025-09-07T06:38:50.7050990Z 2025-09-07T06:38:50.7051140Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7051180Z 2025-09-07T06:38:50.7051240Z warnings.warn(msg) 2025-09-07T06:38:50.7051280Z 2025-09-07T06:38:50.7051380Z --- Parse Warning: 11 / 146 --- 2025-09-07T06:38:50.7052010Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=meshgrid in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py line=397. 2025-09-07T06:38:50.7052170Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7052350Z Creates grids of coordinates specified by the 1D inputs in `attr`:tensors. 2025-09-07T06:38:50.7052400Z 2025-09-07T06:38:50.7052510Z This is helpful when you want to visualize data over some 2025-09-07T06:38:50.7052610Z range of inputs. See below for a plotting example. 2025-09-07T06:38:50.7052650Z 2025-09-07T06:38:50.7052750Z Given :math:`N` 1D tensors :math:`T_0 \ldots T_{N-1}` as 2025-09-07T06:38:50.7052870Z inputs with corresponding sizes :math:`S_0 \ldots S_{N-1}`, 2025-09-07T06:38:50.7052990Z this creates :math:`N` N-dimensional tensors :math:`G_0 \ldots 2025-09-07T06:38:50.7053090Z G_{N-1}`, each with shape :math:`(S_0, ..., S_{N-1})` where 2025-09-07T06:38:50.7053200Z the output :math:`G_i` is constructed by expanding :math:`T_i` 2025-09-07T06:38:50.7053260Z to the result shape. 2025-09-07T06:38:50.7053300Z 2025-09-07T06:38:50.7053360Z .. note:: 2025-09-07T06:38:50.7053450Z 0D inputs are treated equivalently to 1D inputs of a 2025-09-07T06:38:50.7053510Z single element. 2025-09-07T06:38:50.7053550Z 2025-09-07T06:38:50.7053600Z .. warning:: 2025-09-07T06:38:50.7053700Z `torch.meshgrid(*tensors)` currently has the same behavior 2025-09-07T06:38:50.7053830Z as calling `numpy.meshgrid(*arrays, indexing='ij')`. 2025-09-07T06:38:50.7053860Z 2025-09-07T06:38:50.7053960Z In the future `torch.meshgrid` will transition to 2025-09-07T06:38:50.7054030Z `indexing='xy'` as the default. 2025-09-07T06:38:50.7054070Z 2025-09-07T06:38:50.7054210Z https://github.com/pytorch/pytorch/issues/50276 tracks 2025-09-07T06:38:50.7054320Z this issue with the goal of migrating to NumPy's behavior. 2025-09-07T06:38:50.7054370Z 2025-09-07T06:38:50.7054410Z .. seealso:: 2025-09-07T06:38:50.7054460Z 2025-09-07T06:38:50.7054570Z :func:`torch.cartesian_prod` has the same effect but it 2025-09-07T06:38:50.7054650Z collects the data in a tensor of vectors. 2025-09-07T06:38:50.7054690Z 2025-09-07T06:38:50.7054740Z Args: 2025-09-07T06:38:50.7054900Z tensors (list of Tensor): list of scalars or 1 dimensional tensors. Scalars will be 2025-09-07T06:38:50.7055010Z treated as tensors of size :math:`(1,)` automatically 2025-09-07T06:38:50.7055050Z 2025-09-07T06:38:50.7055160Z indexing: (str, optional): the indexing mode, either "xy" 2025-09-07T06:38:50.7055260Z or "ij", defaults to "ij". See warning for future changes. 2025-09-07T06:38:50.7055310Z 2025-09-07T06:38:50.7055410Z If "xy" is selected, the first dimension corresponds 2025-09-07T06:38:50.7055510Z to the cardinality of the second input and the second 2025-09-07T06:38:50.7055620Z dimension corresponds to the cardinality of the first 2025-09-07T06:38:50.7055670Z input. 2025-09-07T06:38:50.7055710Z 2025-09-07T06:38:50.7055820Z If "ij" is selected, the dimensions are in the same 2025-09-07T06:38:50.7055910Z order as the cardinality of the inputs. 2025-09-07T06:38:50.7055950Z 2025-09-07T06:38:50.7056000Z Returns: 2025-09-07T06:38:50.7056100Z seq (sequence of Tensors): If the input has :math:`N` 2025-09-07T06:38:50.7056190Z tensors of size :math:`S_0 \ldots S_{N-1}``, then the 2025-09-07T06:38:50.7056310Z output will also have :math:`N` tensors, where each tensor 2025-09-07T06:38:50.7056390Z is of shape :math:`(S_0, ..., S_{N-1})`. 2025-09-07T06:38:50.7056430Z 2025-09-07T06:38:50.7056470Z Example:: 2025-09-07T06:38:50.7056520Z 2025-09-07T06:38:50.7056580Z >>> x = torch.tensor([1, 2, 3]) 2025-09-07T06:38:50.7056680Z >>> y = torch.tensor([4, 5, 6]) 2025-09-07T06:38:50.7056720Z 2025-09-07T06:38:50.7056830Z Observe the element-wise pairings across the grid, (1, 4), 2025-09-07T06:38:50.7056910Z (1, 5), ..., (3, 6). This is the same thing as the 2025-09-07T06:38:50.7056980Z cartesian product. 2025-09-07T06:38:50.7057070Z >>> grid_x, grid_y = torch.meshgrid(x, y, indexing='ij') 2025-09-07T06:38:50.7057130Z >>> grid_x 2025-09-07T06:38:50.7057180Z tensor([[1, 1, 1], 2025-09-07T06:38:50.7057230Z [2, 2, 2], 2025-09-07T06:38:50.7057280Z [3, 3, 3]]) 2025-09-07T06:38:50.7057320Z >>> grid_y 2025-09-07T06:38:50.7057380Z tensor([[4, 5, 6], 2025-09-07T06:38:50.7057420Z [4, 5, 6], 2025-09-07T06:38:50.7057480Z [4, 5, 6]]) 2025-09-07T06:38:50.7057520Z 2025-09-07T06:38:50.7057630Z This correspondence can be seen when these grids are 2025-09-07T06:38:50.7057680Z stacked properly. 2025-09-07T06:38:50.7057810Z >>> torch.equal(torch.cat(tuple(torch.dstack([grid_x, grid_y]))), 2025-09-07T06:38:50.7057880Z ... torch.cartesian_prod(x, y)) 2025-09-07T06:38:50.7057970Z True 2025-09-07T06:38:50.7058010Z 2025-09-07T06:38:50.7058110Z `torch.meshgrid` is commonly used to produce a grid for 2025-09-07T06:38:50.7058160Z plotting. 2025-09-07T06:38:50.7058250Z >>> # xdoctest: +REQUIRES(module:matplotlib) 2025-09-07T06:38:50.7058340Z >>> # xdoctest: +REQUIRES(env:DOCTEST_SHOW) 2025-09-07T06:38:50.7058420Z >>> import matplotlib.pyplot as plt 2025-09-07T06:38:50.7058500Z >>> xs = torch.linspace(-5, 5, steps=100) 2025-09-07T06:38:50.7058580Z >>> ys = torch.linspace(-5, 5, steps=100) 2025-09-07T06:38:50.7058670Z >>> x, y = torch.meshgrid(xs, ys, indexing='xy') 2025-09-07T06:38:50.7058740Z >>> z = torch.sin(torch.sqrt(x * x + y * y)) 2025-09-07T06:38:50.7058820Z >>> ax = plt.axes(projection='3d') 2025-09-07T06:38:50.7058920Z >>> ax.plot_surface(x.numpy(), y.numpy(), z.numpy()) 2025-09-07T06:38:50.7058970Z >>> plt.show() 2025-09-07T06:38:50.7059010Z 2025-09-07T06:38:50.7059090Z .. image:: ../_static/img/meshgrid.png 2025-09-07T06:38:50.7059140Z :width: 512 2025-09-07T06:38:50.7059180Z 2025-09-07T06:38:50.7059220Z 2025-09-07T06:38:50.7059380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7059430Z 2025-09-07T06:38:50.7059480Z warnings.warn(msg) 2025-09-07T06:38:50.7059530Z 2025-09-07T06:38:50.7059630Z --- Parse Warning: 12 / 146 --- 2025-09-07T06:38:50.7060320Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_unique_impl in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/functional.py line=793. 2025-09-07T06:38:50.7060500Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7060740Z unique(input, sorted=True, return_inverse=False, return_counts=False, dim=None) -> tuple[Tensor, Tensor, Tensor] 2025-09-07T06:38:50.7060780Z 2025-09-07T06:38:50.7060870Z Returns the unique elements of the input tensor. 2025-09-07T06:38:50.7060910Z 2025-09-07T06:38:50.7061110Z .. note:: This function is different from :func:`torch.unique_consecutive` in the sense that 2025-09-07T06:38:50.7061230Z this function also eliminates non-consecutive duplicate values. 2025-09-07T06:38:50.7061280Z 2025-09-07T06:38:50.7061420Z .. note:: Currently in the CUDA implementation and the CPU implementation, 2025-09-07T06:38:50.7061630Z `torch.unique` always sort the tensor at the beginning regardless of the `sort` argument. 2025-09-07T06:38:50.7061800Z Sorting could be slow, so if your input tensor is already sorted, it is recommended to use 2025-09-07T06:38:50.7061920Z :func:`torch.unique_consecutive` which avoids the sorting. 2025-09-07T06:38:50.7061960Z 2025-09-07T06:38:50.7062000Z Args: 2025-09-07T06:38:50.7062080Z input (Tensor): the input tensor 2025-09-07T06:38:50.7062210Z sorted (bool): Whether to sort the unique elements in ascending order 2025-09-07T06:38:50.7062290Z before returning as output. 2025-09-07T06:38:50.7062420Z return_inverse (bool): Whether to also return the indices for where 2025-09-07T06:38:50.7062560Z elements in the original input ended up in the returned unique list. 2025-09-07T06:38:50.7062700Z return_counts (bool): Whether to also return the counts for each unique 2025-09-07T06:38:50.7062750Z element. 2025-09-07T06:38:50.7062880Z dim (int, optional): the dimension to operate upon. If ``None``, the 2025-09-07T06:38:50.7063000Z unique of the flattened input is returned. Otherwise, each of the 2025-09-07T06:38:50.7063150Z tensors indexed by the given dimension is treated as one of the 2025-09-07T06:38:50.7063290Z elements to apply the unique operation upon. See examples for more 2025-09-07T06:38:50.7063350Z details. Default: ``None`` 2025-09-07T06:38:50.7063390Z 2025-09-07T06:38:50.7063430Z Returns: 2025-09-07T06:38:50.7063630Z (Tensor, Tensor (optional), Tensor (optional)): A tensor or a tuple of tensors containing 2025-09-07T06:38:50.7063670Z 2025-09-07T06:38:50.7063790Z - **output** (*Tensor*): the output list of unique scalar elements. 2025-09-07T06:38:50.7063880Z - **inverse_indices** (*Tensor*): (optional) if 2025-09-07T06:38:50.7063990Z :attr:`return_inverse` is True, there will be an additional 2025-09-07T06:38:50.7064120Z returned tensor (same shape as input) representing the indices 2025-09-07T06:38:50.7064230Z for where elements in the original input map to in the output; 2025-09-07T06:38:50.7064360Z otherwise, this function will only return a single tensor. 2025-09-07T06:38:50.7064430Z - **counts** (*Tensor*): (optional) if 2025-09-07T06:38:50.7064540Z :attr:`return_counts` is True, there will be an additional 2025-09-07T06:38:50.7064650Z returned tensor (same shape as output or output.size(dim), 2025-09-07T06:38:50.7064770Z if dim was specified) representing the number of occurrences 2025-09-07T06:38:50.7064840Z for each unique value or tensor. 2025-09-07T06:38:50.7064880Z 2025-09-07T06:38:50.7064930Z Example:: 2025-09-07T06:38:50.7064970Z 2025-09-07T06:38:50.7065100Z >>> output = torch.unique(torch.tensor([1, 3, 2, 3], dtype=torch.long)) 2025-09-07T06:38:50.7065150Z >>> output 2025-09-07T06:38:50.7065220Z tensor([1, 2, 3]) 2025-09-07T06:38:50.7065260Z 2025-09-07T06:38:50.7065350Z >>> output, inverse_indices = torch.unique( 2025-09-07T06:38:50.7065500Z ... torch.tensor([1, 3, 2, 3], dtype=torch.long), sorted=True, return_inverse=True) 2025-09-07T06:38:50.7065550Z >>> output 2025-09-07T06:38:50.7065600Z tensor([1, 2, 3]) 2025-09-07T06:38:50.7065660Z >>> inverse_indices 2025-09-07T06:38:50.7065710Z tensor([0, 2, 1, 2]) 2025-09-07T06:38:50.7065750Z 2025-09-07T06:38:50.7065830Z >>> output, inverse_indices = torch.unique( 2025-09-07T06:38:50.7065990Z ... torch.tensor([[1, 3], [2, 3]], dtype=torch.long), sorted=True, return_inverse=True) 2025-09-07T06:38:50.7066050Z >>> output 2025-09-07T06:38:50.7066120Z tensor([1, 2, 3]) 2025-09-07T06:38:50.7066170Z >>> inverse_indices 2025-09-07T06:38:50.7066220Z tensor([[0, 2], 2025-09-07T06:38:50.7066280Z [1, 2]]) 2025-09-07T06:38:50.7066320Z 2025-09-07T06:38:50.7066380Z >>> a = torch.tensor([ 2025-09-07T06:38:50.7066420Z ... [ 2025-09-07T06:38:50.7066490Z ... [1, 1, 0, 0], 2025-09-07T06:38:50.7066540Z ... [1, 1, 0, 0], 2025-09-07T06:38:50.7066590Z ... [0, 0, 1, 1], 2025-09-07T06:38:50.7066640Z ... ], 2025-09-07T06:38:50.7066680Z ... [ 2025-09-07T06:38:50.7066730Z ... [0, 0, 1, 1], 2025-09-07T06:38:50.7066790Z ... [0, 0, 1, 1], 2025-09-07T06:38:50.7066840Z ... [1, 1, 1, 1], 2025-09-07T06:38:50.7066880Z ... ], 2025-09-07T06:38:50.7066930Z ... [ 2025-09-07T06:38:50.7066990Z ... [1, 1, 0, 0], 2025-09-07T06:38:50.7067040Z ... [1, 1, 0, 0], 2025-09-07T06:38:50.7067090Z ... [0, 0, 1, 1], 2025-09-07T06:38:50.7067140Z ... ], 2025-09-07T06:38:50.7067180Z ... ]) 2025-09-07T06:38:50.7067280Z 2025-09-07T06:38:50.7067420Z >>> # If we call `torch.unique(a, dim=0)`, each of the tensors `a[idx, :, :]` 2025-09-07T06:38:50.7067560Z >>> # will be compared. We can see that `a[0, :, :]` and `a[2, :, :]` match 2025-09-07T06:38:50.7067650Z >>> # each other, so one of them will be removed. 2025-09-07T06:38:50.7067730Z >>> (a[0, :, :] == a[2, :, :]).all() 2025-09-07T06:38:50.7067780Z tensor(True) 2025-09-07T06:38:50.7067860Z >>> a_unique_dim0 = torch.unique(a, dim=0) 2025-09-07T06:38:50.7067920Z >>> a_unique_dim0 2025-09-07T06:38:50.7067980Z tensor([[[0, 0, 1, 1], 2025-09-07T06:38:50.7068030Z [0, 0, 1, 1], 2025-09-07T06:38:50.7068080Z [1, 1, 1, 1]], 2025-09-07T06:38:50.7068130Z [[1, 1, 0, 0], 2025-09-07T06:38:50.7068180Z [1, 1, 0, 0], 2025-09-07T06:38:50.7068230Z [0, 0, 1, 1]]]) 2025-09-07T06:38:50.7068270Z 2025-09-07T06:38:50.7068410Z >>> # Notice which sub-tensors from `a` match with the sub-tensors from 2025-09-07T06:38:50.7068460Z >>> # `a_unique_dim0`: 2025-09-07T06:38:50.7068540Z >>> (a_unique_dim0[0, :, :] == a[1, :, :]).all() 2025-09-07T06:38:50.7068590Z tensor(True) 2025-09-07T06:38:50.7068670Z >>> (a_unique_dim0[1, :, :] == a[0, :, :]).all() 2025-09-07T06:38:50.7068720Z tensor(True) 2025-09-07T06:38:50.7068760Z 2025-09-07T06:38:50.7068880Z >>> # For `torch.unique(a, dim=1)`, each of the tensors `a[:, idx, :]` are 2025-09-07T06:38:50.7069000Z >>> # compared. `a[:, 0, :]` and `a[:, 1, :]` match each other, so one of 2025-09-07T06:38:50.7069060Z >>> # them will be removed. 2025-09-07T06:38:50.7069120Z >>> (a[:, 0, :] == a[:, 1, :]).all() 2025-09-07T06:38:50.7069200Z tensor(True) 2025-09-07T06:38:50.7069270Z >>> torch.unique(a, dim=1) 2025-09-07T06:38:50.7069320Z tensor([[[0, 0, 1, 1], 2025-09-07T06:38:50.7069370Z [1, 1, 0, 0]], 2025-09-07T06:38:50.7069410Z [[1, 1, 1, 1], 2025-09-07T06:38:50.7069470Z [0, 0, 1, 1]], 2025-09-07T06:38:50.7069510Z [[0, 0, 1, 1], 2025-09-07T06:38:50.7069570Z [1, 1, 0, 0]]]) 2025-09-07T06:38:50.7069610Z 2025-09-07T06:38:50.7069740Z >>> # For `torch.unique(a, dim=2)`, the tensors `a[:, :, idx]` are compared. 2025-09-07T06:38:50.7069840Z >>> # `a[:, :, 0]` and `a[:, :, 1]` match each other. Also, `a[:, :, 2]` and 2025-09-07T06:38:50.7069980Z >>> # `a[:, :, 3]` match each other as well. So in this case, two of the 2025-09-07T06:38:50.7070060Z >>> # sub-tensors will be removed. 2025-09-07T06:38:50.7070120Z >>> (a[:, :, 0] == a[:, :, 1]).all() 2025-09-07T06:38:50.7070170Z tensor(True) 2025-09-07T06:38:50.7070230Z >>> (a[:, :, 2] == a[:, :, 3]).all() 2025-09-07T06:38:50.7070280Z tensor(True) 2025-09-07T06:38:50.7070330Z >>> torch.unique(a, dim=2) 2025-09-07T06:38:50.7070390Z tensor([[[0, 1], 2025-09-07T06:38:50.7070430Z [0, 1], 2025-09-07T06:38:50.7070490Z [1, 0]], 2025-09-07T06:38:50.7070530Z [[1, 0], 2025-09-07T06:38:50.7070580Z [1, 0], 2025-09-07T06:38:50.7070630Z [1, 1]], 2025-09-07T06:38:50.7070670Z [[0, 1], 2025-09-07T06:38:50.7070720Z [0, 1], 2025-09-07T06:38:50.7070770Z [1, 0]]]) 2025-09-07T06:38:50.7070810Z 2025-09-07T06:38:50.7070960Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7071010Z 2025-09-07T06:38:50.7071060Z warnings.warn(msg) 2025-09-07T06:38:50.7071100Z 2025-09-07T06:38:50.7071200Z --- Parse Warning: 13 / 146 --- 2025-09-07T06:38:50.7071860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/serialization.py line=1285. 2025-09-07T06:38:50.7072050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7072250Z load(f, map_location=None, pickle_module=pickle, *, weights_only=True, mmap=None, **pickle_load_args) 2025-09-07T06:38:50.7072290Z 2025-09-07T06:38:50.7072400Z Loads an object saved with :func:`torch.save` from a file. 2025-09-07T06:38:50.7072440Z 2025-09-07T06:38:50.7072590Z :func:`torch.load` uses Python's unpickling facilities but treats storages, 2025-09-07T06:38:50.7072720Z which underlie tensors, specially. They are first deserialized on the 2025-09-07T06:38:50.7072860Z CPU and are then moved to the device they were saved from. If this fails 2025-09-07T06:38:50.7073000Z (e.g. because the run time system doesn't have certain devices), an exception 2025-09-07T06:38:50.7073140Z is raised. However, storages can be dynamically remapped to an alternative 2025-09-07T06:38:50.7073240Z set of devices using the :attr:`map_location` argument. 2025-09-07T06:38:50.7073280Z 2025-09-07T06:38:50.7073430Z If :attr:`map_location` is a callable, it will be called once for each serialized 2025-09-07T06:38:50.7073570Z storage with two arguments: storage and location. The storage argument 2025-09-07T06:38:50.7073710Z will be the initial deserialization of the storage, residing on the CPU. 2025-09-07T06:38:50.7073840Z Each serialized storage has a location tag associated with it which 2025-09-07T06:38:50.7073970Z identifies the device it was saved from, and this tag is the second 2025-09-07T06:38:50.7074140Z argument passed to :attr:`map_location`. The builtin location tags are ``'cpu'`` 2025-09-07T06:38:50.7074280Z for CPU tensors and ``'cuda:device_id'`` (e.g. ``'cuda:2'``) for CUDA tensors. 2025-09-07T06:38:50.7074410Z :attr:`map_location` should return either ``None`` or a storage. If 2025-09-07T06:38:50.7074560Z :attr:`map_location` returns a storage, it will be used as the final deserialized 2025-09-07T06:38:50.7074710Z object, already moved to the right device. Otherwise, :func:`torch.load` will 2025-09-07T06:38:50.7074860Z fall back to the default behavior, as if :attr:`map_location` wasn't specified. 2025-09-07T06:38:50.7074900Z 2025-09-07T06:38:50.7075040Z If :attr:`map_location` is a :class:`torch.device` object or a string containing 2025-09-07T06:38:50.7075200Z a device tag, it indicates the location where all tensors should be loaded. 2025-09-07T06:38:50.7075250Z 2025-09-07T06:38:50.7075410Z Otherwise, if :attr:`map_location` is a dict, it will be used to remap location tags 2025-09-07T06:38:50.7075540Z appearing in the file (keys), to ones that specify where to put the 2025-09-07T06:38:50.7075590Z storages (values). 2025-09-07T06:38:50.7075630Z 2025-09-07T06:38:50.7075760Z User extensions can register their own location tags and tagging and 2025-09-07T06:38:50.7075930Z deserialization methods using :func:`torch.serialization.register_package`. 2025-09-07T06:38:50.7075970Z 2025-09-07T06:38:50.7076110Z See :ref:`layout-control` for more advanced tools to manipulate a checkpoint. 2025-09-07T06:38:50.7076160Z 2025-09-07T06:38:50.7076200Z Args: 2025-09-07T06:38:50.7076400Z f: a file-like object (has to implement :meth:`read`, :meth:`readline`, :meth:`tell`, and :meth:`seek`), 2025-09-07T06:38:50.7076510Z or a string or os.PathLike object containing a file name 2025-09-07T06:38:50.7076710Z map_location: a function, :class:`torch.device`, string or a dict specifying how to remap storage 2025-09-07T06:38:50.7076780Z locations 2025-09-07T06:38:50.7076920Z pickle_module: module used for unpickling metadata and objects (has to 2025-09-07T06:38:50.7077030Z match the :attr:`pickle_module` used to serialize file) 2025-09-07T06:38:50.7077160Z weights_only: Indicates whether unpickler should be restricted to 2025-09-07T06:38:50.7077280Z loading only tensors, primitive types, dictionaries 2025-09-07T06:38:50.7077420Z and any types added via :func:`torch.serialization.add_safe_globals`. 2025-09-07T06:38:50.7077500Z See :ref:`weights-only` for more details. 2025-09-07T06:38:50.7077700Z mmap: Indicates whether the file should be mapped rather than loading all the storages into memory. 2025-09-07T06:38:50.7081350Z Typically, tensor storages in the file will first be moved from disk to CPU memory, after which they 2025-09-07T06:38:50.7081580Z are moved to the location that they were tagged with when saving, or specified by ``map_location``. This 2025-09-07T06:38:50.7081780Z second step is a no-op if the final location is CPU. When the ``mmap`` flag is set, instead of copying the 2025-09-07T06:38:50.7081980Z tensor storages from disk to CPU memory in the first step, ``f`` is mapped, which means tensor storages 2025-09-07T06:38:50.7082070Z will be lazily loaded when their data is accessed. 2025-09-07T06:38:50.7082220Z pickle_load_args: (Python 3 only) optional keyword arguments passed over to 2025-09-07T06:38:50.7082360Z :func:`pickle_module.load` and :func:`pickle_module.Unpickler`, e.g., 2025-09-07T06:38:50.7082420Z :attr:`errors=...`. 2025-09-07T06:38:50.7082460Z 2025-09-07T06:38:50.7082500Z .. warning:: 2025-09-07T06:38:50.7082710Z :func:`torch.load()` unless `weights_only` parameter is set to `True`, 2025-09-07T06:38:50.7082840Z uses ``pickle`` module implicitly, which is known to be insecure. 2025-09-07T06:38:50.7083010Z It is possible to construct malicious pickle data which will execute arbitrary code 2025-09-07T06:38:50.7083150Z during unpickling. Never load data that could have come from an untrusted 2025-09-07T06:38:50.7083330Z source in an unsafe mode, or that could have been tampered with. **Only load data you trust**. 2025-09-07T06:38:50.7083380Z 2025-09-07T06:38:50.7083420Z .. note:: 2025-09-07T06:38:50.7083580Z When you call :func:`torch.load()` on a file which contains GPU tensors, those tensors 2025-09-07T06:38:50.7083740Z will be loaded to GPU by default. You can call ``torch.load(.., map_location='cpu')`` 2025-09-07T06:38:50.7083930Z and then :meth:`load_state_dict` to avoid GPU RAM surge when loading a model checkpoint. 2025-09-07T06:38:50.7083970Z 2025-09-07T06:38:50.7084010Z .. note:: 2025-09-07T06:38:50.7084170Z By default, we decode byte strings as ``utf-8``. This is to avoid a common error 2025-09-07T06:38:50.7084300Z case ``UnicodeDecodeError: 'ascii' codec can't decode byte 0x...`` 2025-09-07T06:38:50.7084430Z when loading files saved by Python 2 in Python 3. If this default 2025-09-07T06:38:50.7084590Z is incorrect, you may use an extra :attr:`encoding` keyword argument to specify how 2025-09-07T06:38:50.7084730Z these objects should be loaded, e.g., :attr:`encoding='latin1'` decodes them 2025-09-07T06:38:50.7084870Z to strings using ``latin1`` encoding, and :attr:`encoding='bytes'` keeps them 2025-09-07T06:38:50.7085020Z as byte arrays which can be decoded later with ``byte_array.decode(...)``. 2025-09-07T06:38:50.7085060Z 2025-09-07T06:38:50.7085100Z Example: 2025-09-07T06:38:50.7085180Z >>> # xdoctest: +SKIP("undefined filepaths") 2025-09-07T06:38:50.7085270Z >>> torch.load("tensors.pt", weights_only=True) 2025-09-07T06:38:50.7085360Z # Load all tensors onto the CPU 2025-09-07T06:38:50.7085410Z >>> torch.load( 2025-09-07T06:38:50.7085470Z ... "tensors.pt", 2025-09-07T06:38:50.7085550Z ... map_location=torch.device("cpu"), 2025-09-07T06:38:50.7085600Z ... weights_only=True, 2025-09-07T06:38:50.7085650Z ... ) 2025-09-07T06:38:50.7085760Z # Load all tensors onto the CPU, using a function 2025-09-07T06:38:50.7085810Z >>> torch.load( 2025-09-07T06:38:50.7085860Z ... "tensors.pt", 2025-09-07T06:38:50.7085940Z ... map_location=lambda storage, loc: storage, 2025-09-07T06:38:50.7086010Z ... weights_only=True, 2025-09-07T06:38:50.7086050Z ... ) 2025-09-07T06:38:50.7086110Z # Load all tensors onto GPU 1 2025-09-07T06:38:50.7086160Z >>> torch.load( 2025-09-07T06:38:50.7086210Z ... "tensors.pt", 2025-09-07T06:38:50.7086310Z ... map_location=lambda storage, loc: storage.cuda(1), 2025-09-07T06:38:50.7086370Z ... weights_only=True, 2025-09-07T06:38:50.7086440Z ... ) # type: ignore[attr-defined] 2025-09-07T06:38:50.7086500Z # Map tensors from GPU 1 to GPU 0 2025-09-07T06:38:50.7086550Z >>> torch.load( 2025-09-07T06:38:50.7086600Z ... "tensors.pt", 2025-09-07T06:38:50.7086680Z ... map_location={"cuda:1": "cuda:0"}, 2025-09-07T06:38:50.7086730Z ... weights_only=True, 2025-09-07T06:38:50.7086780Z ... ) 2025-09-07T06:38:50.7086850Z # Load tensor from io.BytesIO object 2025-09-07T06:38:50.7087000Z # Loading from a buffer setting weights_only=False, warning this can be unsafe 2025-09-07T06:38:50.7087070Z >>> with open("tensor.pt", "rb") as f: 2025-09-07T06:38:50.7087160Z ... buffer = io.BytesIO(f.read()) 2025-09-07T06:38:50.7087230Z >>> torch.load(buffer, weights_only=False) 2025-09-07T06:38:50.7087340Z # Load a module with 'ascii' encoding for unpickling 2025-09-07T06:38:50.7087480Z # Loading from a module setting weights_only=False, warning this can be unsafe 2025-09-07T06:38:50.7087600Z >>> torch.load("module.pt", encoding="ascii", weights_only=False) 2025-09-07T06:38:50.7087640Z 2025-09-07T06:38:50.7087800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7087840Z 2025-09-07T06:38:50.7087890Z warnings.warn(msg) 2025-09-07T06:38:50.7087930Z 2025-09-07T06:38:50.7088060Z --- Parse Warning: 14 / 146 --- 2025-09-07T06:38:50.7088740Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Future.then in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py line=101. 2025-09-07T06:38:50.7088890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7088930Z 2025-09-07T06:38:50.7089070Z Append the given callback function to this ``Future``, which will be run 2025-09-07T06:38:50.7089190Z when the ``Future`` is completed. Multiple callbacks can be added to 2025-09-07T06:38:50.7089320Z the same ``Future``, but the order in which they will be executed cannot 2025-09-07T06:38:50.7089430Z be guaranteed (to enforce a certain order consider chaining: 2025-09-07T06:38:50.7089550Z ``fut.then(cb1).then(cb2)``). The callback must take one argument, which 2025-09-07T06:38:50.7089680Z is the reference to this ``Future``. The callback function can use the 2025-09-07T06:38:50.7089810Z :meth:`value` method to get the value. Note that if this ``Future`` is 2025-09-07T06:38:50.7089940Z already completed, the given callback will be run immediately inline. 2025-09-07T06:38:50.7089980Z 2025-09-07T06:38:50.7090120Z If the ``Future``'s value contains tensors that reside on GPUs, the 2025-09-07T06:38:50.7090250Z callback might be invoked while the async kernels that are populating 2025-09-07T06:38:50.7090390Z those tensors haven't yet finished executing on the device. However, the 2025-09-07T06:38:50.7090510Z callback will be invoked with some dedicated streams set as current 2025-09-07T06:38:50.7090650Z (fetched from a global pool) which will be synchronized with those 2025-09-07T06:38:50.7090800Z kernels. Hence any operation performed by the callback on these tensors 2025-09-07T06:38:50.7090920Z will be scheduled on the device after the kernels complete. In other 2025-09-07T06:38:50.7091040Z words, as long as the callback doesn't switch streams, it can safely 2025-09-07T06:38:50.7091180Z manipulate the result without any additional synchronization. This is 2025-09-07T06:38:50.7091270Z similar to the non-blocking behavior of :meth:`wait`. 2025-09-07T06:38:50.7091310Z 2025-09-07T06:38:50.7091440Z Similarly, if the callback returns a value that contains tensors that 2025-09-07T06:38:50.7091560Z reside on a GPU, it can do so even if the kernels that are producing 2025-09-07T06:38:50.7091690Z these tensors are still running on the device, as long as the callback 2025-09-07T06:38:50.7091810Z didn't change streams during its execution. If one wants to change 2025-09-07T06:38:50.7091940Z streams, one must be careful to re-synchronize them with the original 2025-09-07T06:38:50.7092070Z streams, that is, those that were current when the callback was invoked. 2025-09-07T06:38:50.7092110Z 2025-09-07T06:38:50.7092160Z Args: 2025-09-07T06:38:50.7092280Z callback(``Callable``): a ``Callable`` that takes this ``Future`` as 2025-09-07T06:38:50.7092350Z the only argument. 2025-09-07T06:38:50.7092390Z 2025-09-07T06:38:50.7092460Z Returns: 2025-09-07T06:38:50.7092570Z A new ``Future`` object that holds the return value of the 2025-09-07T06:38:50.7092680Z ``callback`` and will be marked as completed when the given 2025-09-07T06:38:50.7092730Z ``callback`` finishes. 2025-09-07T06:38:50.7092770Z 2025-09-07T06:38:50.7092880Z .. note:: Note that if the callback function throws, either 2025-09-07T06:38:50.7093010Z through the original future being completed with an exception and 2025-09-07T06:38:50.7093130Z calling ``fut.wait()``, or through other code in the callback, the 2025-09-07T06:38:50.7093260Z future returned by ``then`` will be marked appropriately with the 2025-09-07T06:38:50.7093390Z encountered error. However, if this callback later completes 2025-09-07T06:38:50.7093550Z additional futures, those futures are not marked as completed with 2025-09-07T06:38:50.7093680Z an error and the user is responsible for handling completion/waiting 2025-09-07T06:38:50.7093750Z on those futures independently. 2025-09-07T06:38:50.7093790Z 2025-09-07T06:38:50.7093830Z Example:: 2025-09-07T06:38:50.7093870Z 2025-09-07T06:38:50.7093960Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-09-07T06:38:50.7094020Z >>> def callback(fut): 2025-09-07T06:38:50.7094100Z ... print(f"RPC return value is {fut.wait()}.") 2025-09-07T06:38:50.7094180Z >>> fut = torch.futures.Future() 2025-09-07T06:38:50.7094280Z >>> # The inserted callback will print the return value when 2025-09-07T06:38:50.7094360Z >>> # receiving the response from "worker1" 2025-09-07T06:38:50.7094410Z >>> cb_fut = fut.then(callback) 2025-09-07T06:38:50.7094470Z >>> chain_cb_fut = cb_fut.then( 2025-09-07T06:38:50.7094570Z ... lambda x : print(f"Chained cb done. {x.wait()}") 2025-09-07T06:38:50.7094610Z ... ) 2025-09-07T06:38:50.7094660Z >>> fut.set_result(5) 2025-09-07T06:38:50.7094720Z RPC return value is 5. 2025-09-07T06:38:50.7094770Z Chained cb done. None 2025-09-07T06:38:50.7094830Z 2025-09-07T06:38:50.7094980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7095030Z 2025-09-07T06:38:50.7095080Z warnings.warn(msg) 2025-09-07T06:38:50.7095120Z 2025-09-07T06:38:50.7095230Z --- Parse Warning: 15 / 146 --- 2025-09-07T06:38:50.7095940Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Future.set_result in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/futures/__init__.py line=211. 2025-09-07T06:38:50.7096110Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7096150Z 2025-09-07T06:38:50.7096280Z Set the result for this ``Future``, which will mark this ``Future`` as 2025-09-07T06:38:50.7096410Z completed and trigger all attached callbacks. Note that a ``Future`` 2025-09-07T06:38:50.7096470Z cannot be marked completed twice. 2025-09-07T06:38:50.7096510Z 2025-09-07T06:38:50.7096650Z If the result contains tensors that reside on GPUs, this method can be 2025-09-07T06:38:50.7096770Z called even if the asynchronous kernels that are populating those 2025-09-07T06:38:50.7096900Z tensors haven't yet completed running on the device, provided that the 2025-09-07T06:38:50.7097040Z streams on which those kernels were enqueued are set as the current ones 2025-09-07T06:38:50.7097160Z when this method is called. Put simply, it's safe to call this method 2025-09-07T06:38:50.7097290Z immediately after launching those kernels, without any additional 2025-09-07T06:38:50.7097430Z synchronization, as long as one doesn't change streams in between. This 2025-09-07T06:38:50.7097560Z method will record events on all the relevant current streams and will 2025-09-07T06:38:50.7097700Z use them to ensure proper scheduling for all the consumers of this 2025-09-07T06:38:50.7097750Z ``Future``. 2025-09-07T06:38:50.7097790Z 2025-09-07T06:38:50.7097830Z Args: 2025-09-07T06:38:50.7097930Z result (object): the result object of this ``Future``. 2025-09-07T06:38:50.7097970Z 2025-09-07T06:38:50.7098020Z Example:: 2025-09-07T06:38:50.7098060Z 2025-09-07T06:38:50.7098140Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-09-07T06:38:50.7098200Z >>> import threading 2025-09-07T06:38:50.7098250Z >>> import time 2025-09-07T06:38:50.7098320Z >>> def slow_set_future(fut, value): 2025-09-07T06:38:50.7098370Z ... time.sleep(0.5) 2025-09-07T06:38:50.7098450Z ... fut.set_result(value) 2025-09-07T06:38:50.7098510Z >>> fut = torch.futures.Future() 2025-09-07T06:38:50.7098570Z >>> t = threading.Thread( 2025-09-07T06:38:50.7098630Z ... target=slow_set_future, 2025-09-07T06:38:50.7098690Z ... args=(fut, torch.ones(2) * 3) 2025-09-07T06:38:50.7098740Z ... ) 2025-09-07T06:38:50.7098780Z >>> t.start() 2025-09-07T06:38:50.7098840Z >>> print(fut.wait()) 2025-09-07T06:38:50.7098880Z tensor([3., 3.]) 2025-09-07T06:38:50.7098930Z >>> t.join() 2025-09-07T06:38:50.7098970Z 2025-09-07T06:38:50.7099120Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7099160Z 2025-09-07T06:38:50.7099210Z warnings.warn(msg) 2025-09-07T06:38:50.7099250Z 2025-09-07T06:38:50.7099350Z --- Parse Warning: 16 / 146 --- 2025-09-07T06:38:50.7099990Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=compile_shader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/mps/__init__.py line=145. 2025-09-07T06:38:50.7100150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7100330Z Compiles compute shader from source and allows one to invoke kernels 2025-09-07T06:38:50.7100420Z defined there from the comfort of Python runtime 2025-09-07T06:38:50.7100460Z Example:: 2025-09-07T06:38:50.7100500Z 2025-09-07T06:38:50.7100580Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_MPS) 2025-09-07T06:38:50.7100670Z >>> lib = torch.mps.compile_shader( 2025-09-07T06:38:50.7100910Z ... "kernel void full(device float* out, constant float& val, uint idx [[thread_position_in_grid]]) { out[idx] = val; }" 2025-09-07T06:38:50.7100950Z ... ) 2025-09-07T06:38:50.7101020Z >>> x = torch.zeros(16, device="mps") 2025-09-07T06:38:50.7101080Z >>> lib.full(x, 3.14) 2025-09-07T06:38:50.7101120Z 2025-09-07T06:38:50.7101270Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7101310Z 2025-09-07T06:38:50.7101360Z warnings.warn(msg) 2025-09-07T06:38:50.7101400Z 2025-09-07T06:38:50.7101500Z --- Parse Warning: 17 / 146 --- 2025-09-07T06:38:50.7102260Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=compute_required_storage_length in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_prims_common/__init__.py line=1877. 2025-09-07T06:38:50.7102420Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7102550Z Computes the minimum storage size to hold the given tensor geometry. 2025-09-07T06:38:50.7102590Z 2025-09-07T06:38:50.7102630Z Example 2025-09-07T06:38:50.7102680Z ======= 2025-09-07T06:38:50.7102710Z 2025-09-07T06:38:50.7102850Z This is the size of a newly allocated tensor's storage, in units of elements 2025-09-07T06:38:50.7102940Z 2025-09-07T06:38:50.7103000Z >>> t = torch.empty((10, 20)) 2025-09-07T06:38:50.7103150Z >>> compute_required_storage_length(t.shape, t.stride(), t.storage_offset()) 2025-09-07T06:38:50.7103180Z 200 2025-09-07T06:38:50.7103230Z 2025-09-07T06:38:50.7103280Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:50.7103370Z >>> t2 = torch.empty_strided((1, 2, 3), (5, 7, 11)) 2025-09-07T06:38:50.7103440Z >>> size = compute_required_storage_length( 2025-09-07T06:38:50.7103530Z ... t2.shape, t2.stride(), t2.storage_offset() 2025-09-07T06:38:50.7103570Z ... ) 2025-09-07T06:38:50.7103630Z >>> size == t.storage().size() 2025-09-07T06:38:50.7103670Z True 2025-09-07T06:38:50.7103730Z 2025-09-07T06:38:50.7103850Z A valid tensor may have a larger storage size, but never smaller 2025-09-07T06:38:50.7103890Z 2025-09-07T06:38:50.7103950Z >>> slice = torch.empty(100)[20:40] 2025-09-07T06:38:50.7104010Z >>> slice.storage().size() 2025-09-07T06:38:50.7104050Z 100 2025-09-07T06:38:50.7104090Z 2025-09-07T06:38:50.7104160Z >>> compute_required_storage_length( 2025-09-07T06:38:50.7104260Z ... slice.shape, slice.stride(), slice.storage_offset() 2025-09-07T06:38:50.7104300Z ... ) 2025-09-07T06:38:50.7104340Z 40 2025-09-07T06:38:50.7104390Z 2025-09-07T06:38:50.7104420Z 2025-09-07T06:38:50.7104580Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7104620Z 2025-09-07T06:38:50.7104670Z warnings.warn(msg) 2025-09-07T06:38:50.7104710Z 2025-09-07T06:38:50.7104810Z --- Parse Warning: 18 / 146 --- 2025-09-07T06:38:50.7105430Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=cudart in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/cuda/__init__.py line=434. 2025-09-07T06:38:50.7105580Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.7105670Z Retrieves the CUDA runtime API module. 2025-09-07T06:38:50.7105710Z 2025-09-07T06:38:50.7105750Z 2025-09-07T06:38:50.7105900Z This function initializes the CUDA runtime environment if it is not already 2025-09-07T06:38:50.7106060Z initialized and returns the CUDA runtime API module (_cudart). The CUDA 2025-09-07T06:38:50.7106200Z runtime API module provides access to various CUDA runtime functions. 2025-09-07T06:38:50.7106240Z 2025-09-07T06:38:50.7106280Z Args: 2025-09-07T06:38:50.7106330Z ``None`` 2025-09-07T06:38:50.7106370Z 2025-09-07T06:38:50.7106410Z Returns: 2025-09-07T06:38:50.7106500Z module: The CUDA runtime API module (_cudart). 2025-09-07T06:38:50.7106530Z 2025-09-07T06:38:50.7106580Z Raises: 2025-09-07T06:38:50.7106720Z RuntimeError: If CUDA cannot be re-initialized in a forked subprocess. 2025-09-07T06:38:50.7106930Z AssertionError: If PyTorch is not compiled with CUDA support or if libcudart functions are unavailable. 2025-09-07T06:38:50.7106970Z 2025-09-07T06:38:50.7107050Z Example of CUDA operations with profiling: 2025-09-07T06:38:50.7107110Z >>> import torch 2025-09-07T06:38:50.7107190Z >>> from torch.cuda import cudart, check_error 2025-09-07T06:38:50.7107240Z >>> import os 2025-09-07T06:38:50.7107280Z >>> 2025-09-07T06:38:50.7107350Z >>> os.environ["CUDA_PROFILE"] = "1" 2025-09-07T06:38:50.7107390Z >>> 2025-09-07T06:38:50.7107480Z >>> def perform_cuda_operations_with_streams(): 2025-09-07T06:38:50.7107550Z >>> stream = torch.cuda.Stream() 2025-09-07T06:38:50.7107620Z >>> with torch.cuda.stream(stream): 2025-09-07T06:38:50.7107720Z >>> x = torch.randn(100, 100, device='cuda') 2025-09-07T06:38:50.7107800Z >>> y = torch.randn(100, 100, device='cuda') 2025-09-07T06:38:50.7107870Z >>> z = torch.mul(x, y) 2025-09-07T06:38:50.7107920Z >>> return z 2025-09-07T06:38:50.7107960Z >>> 2025-09-07T06:38:50.7108020Z >>> torch.cuda.synchronize() 2025-09-07T06:38:50.7108100Z >>> print("====== Start nsys profiling ======") 2025-09-07T06:38:50.7108190Z >>> check_error(cudart().cudaProfilerStart()) 2025-09-07T06:38:50.7108270Z >>> with torch.autograd.profiler.emit_nvtx(): 2025-09-07T06:38:50.7108360Z >>> result = perform_cuda_operations_with_streams() 2025-09-07T06:38:50.7108440Z >>> print("CUDA operations completed.") 2025-09-07T06:38:50.7108560Z >>> check_error(torch.cuda.cudart().cudaProfilerStop()) 2025-09-07T06:38:50.7108640Z >>> print("====== End nsys profiling ======") 2025-09-07T06:38:50.7108680Z 2025-09-07T06:38:50.7108800Z To run this example and save the profiling information, execute: 2025-09-07T06:38:50.7109020Z >>> $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-09-07T06:38:50.7109060Z 2025-09-07T06:38:50.7109200Z This command profiles the CUDA operations in the provided script and saves 2025-09-07T06:38:50.7109320Z the profiling information to a file named `trace_name.prof`. 2025-09-07T06:38:50.7109460Z The `--profile-from-start off` option ensures that profiling starts only 2025-09-07T06:38:50.7109560Z after the `cudaProfilerStart` call in the script. 2025-09-07T06:38:50.7109690Z The `--csv` and `--print-summary` options format the profiling output as a 2025-09-07T06:38:50.7109780Z CSV file and print a summary, respectively. 2025-09-07T06:38:50.7109920Z The `-o` option specifies the output file name, and the `-f` option forces the 2025-09-07T06:38:50.7110020Z overwrite of the output file if it already exists. 2025-09-07T06:38:50.7110080Z 2025-09-07T06:38:50.7110480Z Original Error: SyntaxError('invalid syntax', ('', 1, 1, '$ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py\n', 1, 2)) 2025-09-07T06:38:50.7110520Z 2025-09-07T06:38:50.7110720Z $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-09-07T06:38:50.7110780Z ^ 2025-09-07T06:38:50.7110840Z warnings.warn(msg) 2025-09-07T06:38:50.7110880Z 2025-09-07T06:38:50.7110980Z --- Parse Warning: 19 / 146 --- 2025-09-07T06:38:50.7111640Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=is_available in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py line=66. 2025-09-07T06:38:50.7111790Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.7111940Z Check if the current accelerator is available at runtime: it was build, all the 2025-09-07T06:38:50.7112080Z required drivers are available and at least one device is visible. 2025-09-07T06:38:50.7112170Z See :ref:`accelerator` for details. 2025-09-07T06:38:50.7112210Z 2025-09-07T06:38:50.7112250Z Returns: 2025-09-07T06:38:50.7112420Z bool: A boolean indicating if there is an available :ref:`accelerator`. 2025-09-07T06:38:50.7112460Z 2025-09-07T06:38:50.7112610Z .. note:: This API delegates to the device-specific version of `is_available`. 2025-09-07T06:38:50.7112770Z On CUDA, when the environment variable ``PYTORCH_NVML_BASED_CUDA_CHECK=1`` is set, 2025-09-07T06:38:50.7112920Z this function will NOT poison fork. Otherwise, it will. For more details, see 2025-09-07T06:38:50.7113040Z :ref:`multiprocessing-poison-fork-note`. 2025-09-07T06:38:50.7113080Z 2025-09-07T06:38:50.7113130Z Example:: 2025-09-07T06:38:50.7113170Z 2025-09-07T06:38:50.7113330Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:50.7113370Z 2025-09-07T06:38:50.7113700Z Original Error: SyntaxError('invalid syntax', ('', 1, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 1, 78)) 2025-09-07T06:38:50.7113740Z 2025-09-07T06:38:50.7113900Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:50.7113960Z ^ 2025-09-07T06:38:50.7114040Z warnings.warn(msg) 2025-09-07T06:38:50.7114100Z 2025-09-07T06:38:50.7114200Z --- Parse Warning: 20 / 146 --- 2025-09-07T06:38:50.7114860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=synchronize in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/accelerator/__init__.py line=212. 2025-09-07T06:38:50.7115010Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.7115140Z Wait for all kernels in all streams on the given device to complete. 2025-09-07T06:38:50.7115170Z 2025-09-07T06:38:50.7115220Z Args: 2025-09-07T06:38:50.7115410Z device (:class:`torch.device`, str, int, optional): device for which to synchronize. It must match 2025-09-07T06:38:50.7115550Z the current :ref:`accelerator` device type. If not given, 2025-09-07T06:38:50.7115680Z use :func:`torch.accelerator.current_device_index` by default. 2025-09-07T06:38:50.7115720Z 2025-09-07T06:38:50.7115910Z .. note:: This function is a no-op if the current :ref:`accelerator` is not initialized. 2025-09-07T06:38:50.7115950Z 2025-09-07T06:38:50.7115990Z Example:: 2025-09-07T06:38:50.7116050Z 2025-09-07T06:38:50.7116140Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:50.7116300Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:50.7116390Z >>> start_event = torch.Event(enable_timing=True) 2025-09-07T06:38:50.7116500Z >>> end_event = torch.Event(enable_timing=True) 2025-09-07T06:38:50.7116560Z >>> start_event.record() 2025-09-07T06:38:50.7116710Z >>> tensor = torch.randn(100, device=torch.accelerator.current_accelerator()) 2025-09-07T06:38:50.7116770Z >>> sum = torch.sum(tensor) 2025-09-07T06:38:50.7116820Z >>> end_event.record() 2025-09-07T06:38:50.7116900Z >>> torch.accelerator.synchronize() 2025-09-07T06:38:50.7117010Z >>> elapsed_time_ms = start_event.elapsed_time(end_event) 2025-09-07T06:38:50.7117050Z 2025-09-07T06:38:50.7117370Z Original Error: SyntaxError('invalid syntax', ('', 2, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 2, 78)) 2025-09-07T06:38:50.7117420Z 2025-09-07T06:38:50.7117570Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-09-07T06:38:50.7117630Z ^ 2025-09-07T06:38:50.7117680Z warnings.warn(msg) 2025-09-07T06:38:50.7117720Z 2025-09-07T06:38:50.7117820Z --- Parse Warning: 21 / 146 --- 2025-09-07T06:38:50.7118440Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=sum in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/sparse/__init__.py line=202. 2025-09-07T06:38:50.7118620Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7118720Z Return the sum of each row of the given sparse tensor. 2025-09-07T06:38:50.7118760Z 2025-09-07T06:38:50.7118900Z Returns the sum of each row of the sparse tensor :attr:`input` in the given 2025-09-07T06:38:50.7119020Z dimensions :attr:`dim`. If :attr:`dim` is a list of dimensions, 2025-09-07T06:38:50.7119150Z reduce over all of them. When sum over all ``sparse_dim``, this method 2025-09-07T06:38:50.7119240Z returns a dense tensor instead of a sparse tensor. 2025-09-07T06:38:50.7119280Z 2025-09-07T06:38:50.7119440Z All summed :attr:`dim` are squeezed (see :func:`torch.squeeze`), resulting an output 2025-09-07T06:38:50.7119560Z tensor having :attr:`dim` fewer dimensions than :attr:`input`. 2025-09-07T06:38:50.7119620Z 2025-09-07T06:38:50.7119760Z During backward, only gradients at ``nnz`` locations of :attr:`input` 2025-09-07T06:38:50.7119900Z will propagate back. Note that the gradients of :attr:`input` is coalesced. 2025-09-07T06:38:50.7119940Z 2025-09-07T06:38:50.7119980Z Args: 2025-09-07T06:38:50.7120060Z input (Tensor): the input sparse tensor 2025-09-07T06:38:50.7120230Z dim (int or tuple of ints): a dimension or a list of dimensions to reduce. Default: reduce 2025-09-07T06:38:50.7120280Z over all dims. 2025-09-07T06:38:50.7120440Z dtype (:class:`torch.dtype`, optional): the desired data type of returned Tensor. 2025-09-07T06:38:50.7120520Z Default: dtype of :attr:`input`. 2025-09-07T06:38:50.7120550Z 2025-09-07T06:38:50.7120600Z Example:: 2025-09-07T06:38:50.7120640Z 2025-09-07T06:38:50.7120680Z >>> nnz = 3 2025-09-07T06:38:50.7120740Z >>> dims = [5, 5, 2, 3] 2025-09-07T06:38:50.7120840Z >>> I = torch.cat([torch.randint(0, dims[0], size=(nnz,)), 2025-09-07T06:38:50.7120950Z torch.randint(0, dims[1], size=(nnz,))], 0).reshape(2, nnz) 2025-09-07T06:38:50.7121030Z >>> V = torch.randn(nnz, dims[2], dims[3]) 2025-09-07T06:38:50.7121120Z >>> size = torch.Size(dims) 2025-09-07T06:38:50.7121210Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:50.7121280Z >>> S = torch.sparse_coo_tensor(I, V, size) 2025-09-07T06:38:50.7121330Z >>> S 2025-09-07T06:38:50.7121390Z tensor(indices=tensor([[2, 0, 3], 2025-09-07T06:38:50.7121470Z [2, 4, 1]]), 2025-09-07T06:38:50.7121560Z values=tensor([[[-0.6438, -1.6467, 1.4004], 2025-09-07T06:38:50.7121630Z [ 0.3411, 0.0918, -0.2312]], 2025-09-07T06:38:50.7121670Z 2025-09-07T06:38:50.7121740Z [[ 0.5348, 0.0634, -2.0494], 2025-09-07T06:38:50.7121810Z [-0.7125, -1.0646, 2.1844]], 2025-09-07T06:38:50.7121850Z 2025-09-07T06:38:50.7121920Z [[ 0.1276, 0.1874, -0.6334], 2025-09-07T06:38:50.7121990Z [-1.9682, -0.5340, 0.7483]]]), 2025-09-07T06:38:50.7122090Z size=(5, 5, 2, 3), nnz=3, layout=torch.sparse_coo) 2025-09-07T06:38:50.7122130Z 2025-09-07T06:38:50.7122250Z # when sum over only part of sparse_dims, return a sparse tensor 2025-09-07T06:38:50.7122310Z >>> torch.sparse.sum(S, [1, 3]) 2025-09-07T06:38:50.7122380Z tensor(indices=tensor([[0, 2, 3]]), 2025-09-07T06:38:50.7122450Z values=tensor([[-1.4512, 0.4073], 2025-09-07T06:38:50.7122520Z [-0.8901, 0.2017], 2025-09-07T06:38:50.7122590Z [-0.3183, -1.7539]]), 2025-09-07T06:38:50.7122670Z size=(5, 2), nnz=3, layout=torch.sparse_coo) 2025-09-07T06:38:50.7122720Z 2025-09-07T06:38:50.7122810Z # when sum over all sparse dim, return a dense tensor 2025-09-07T06:38:50.7122890Z # with summed dims squeezed 2025-09-07T06:38:50.7122960Z >>> torch.sparse.sum(S, [0, 1, 3]) 2025-09-07T06:38:50.7123020Z tensor([-2.6596, -1.1450]) 2025-09-07T06:38:50.7123060Z 2025-09-07T06:38:50.7123210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7123250Z 2025-09-07T06:38:50.7123300Z warnings.warn(msg) 2025-09-07T06:38:50.7123340Z 2025-09-07T06:38:50.7123440Z --- Parse Warning: 22 / 146 --- 2025-09-07T06:38:50.7124100Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=as_sparse_gradcheck in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/sparse/__init__.py line=550. 2025-09-07T06:38:50.7124280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7124400Z Decorate function, to extend gradcheck for sparse tensors. 2025-09-07T06:38:50.7124440Z 2025-09-07T06:38:50.7124570Z Decorator for torch.autograd.gradcheck or its functools.partial 2025-09-07T06:38:50.7124700Z variants that extends the gradcheck function with support to input 2025-09-07T06:38:50.7124810Z functions that operate on or/and return sparse tensors. 2025-09-07T06:38:50.7124850Z 2025-09-07T06:38:50.7124980Z The specified gradcheck function itself is guaranteed to operate 2025-09-07T06:38:50.7125030Z on strided tensors only. 2025-09-07T06:38:50.7125070Z 2025-09-07T06:38:50.7125120Z For example: 2025-09-07T06:38:50.7125160Z 2025-09-07T06:38:50.7125300Z >>> gradcheck = torch.sparse.as_sparse_gradcheck(torch.autograd.gradcheck) 2025-09-07T06:38:50.7125350Z >>> x = ( 2025-09-07T06:38:50.7125440Z ... torch.tensor([[0, 1], [2, 3]], dtype=torch.float64) 2025-09-07T06:38:50.7125500Z ... .to_sparse_coo() 2025-09-07T06:38:50.7125560Z ... .requires_grad_(True) 2025-09-07T06:38:50.7125620Z ... ) 2025-09-07T06:38:50.7125700Z >>> gradcheck(lambda x: x.to_sparse_csr(), x) 2025-09-07T06:38:50.7125740Z True 2025-09-07T06:38:50.7125780Z 2025-09-07T06:38:50.7125930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7125970Z 2025-09-07T06:38:50.7126020Z warnings.warn(msg) 2025-09-07T06:38:50.7126080Z 2025-09-07T06:38:50.7126210Z --- Parse Warning: 23 / 146 --- 2025-09-07T06:38:50.7126840Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=vmap in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_functorch/apis.py line=39. 2025-09-07T06:38:50.7127000Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7127040Z 2025-09-07T06:38:50.7127170Z vmap is the vectorizing map; ``vmap(func)`` returns a new function that 2025-09-07T06:38:50.7127290Z maps ``func`` over some dimension of the inputs. Semantically, vmap 2025-09-07T06:38:50.7127420Z pushes the map into PyTorch operations called by ``func``, effectively 2025-09-07T06:38:50.7127490Z vectorizing those operations. 2025-09-07T06:38:50.7127520Z 2025-09-07T06:38:50.7127660Z vmap is useful for handling batch dimensions: one can write a function 2025-09-07T06:38:50.7127780Z ``func`` that runs on examples and then lift it to a function that can 2025-09-07T06:38:50.7127910Z take batches of examples with ``vmap(func)``. vmap can also be used to 2025-09-07T06:38:50.7128010Z compute batched gradients when composed with autograd. 2025-09-07T06:38:50.7128050Z 2025-09-07T06:38:50.7128090Z .. note:: 2025-09-07T06:38:50.7128200Z :func:`torch.vmap` is aliased to :func:`torch.func.vmap` for 2025-09-07T06:38:50.7128300Z convenience. Use whichever one you'd like. 2025-09-07T06:38:50.7128340Z 2025-09-07T06:38:50.7128390Z Args: 2025-09-07T06:38:50.7128510Z func (function): A Python function that takes one or more arguments. 2025-09-07T06:38:50.7128580Z Must return one or more Tensors. 2025-09-07T06:38:50.7128710Z in_dims (int or nested structure): Specifies which dimension of the 2025-09-07T06:38:50.7128820Z inputs should be mapped over. ``in_dims`` should have a 2025-09-07T06:38:50.7128930Z structure like the inputs. If the ``in_dim`` for a particular 2025-09-07T06:38:50.7129040Z input is None, then that indicates there is no map dimension. 2025-09-07T06:38:50.7129090Z Default: 0. 2025-09-07T06:38:50.7129340Z out_dims (int or Tuple[int]): Specifies where the mapped dimension 2025-09-07T06:38:50.7129460Z should appear in the outputs. If ``out_dims`` is a Tuple, then 2025-09-07T06:38:50.7129560Z it should have one element per output. Default: 0. 2025-09-07T06:38:50.7129670Z randomness (str): Specifies whether the randomness in this 2025-09-07T06:38:50.7129800Z vmap should be the same or different across batches. If 'different', 2025-09-07T06:38:50.7129920Z the randomness for each batch will be different. If 'same', the 2025-09-07T06:38:50.7130040Z randomness will be the same across batches. If 'error', any calls to 2025-09-07T06:38:50.7130170Z random functions will error. Default: 'error'. WARNING: this flag 2025-09-07T06:38:50.7130290Z only applies to random PyTorch operations and does not apply to 2025-09-07T06:38:50.7130380Z Python's random module or numpy randomness. 2025-09-07T06:38:50.7130510Z chunk_size (None or int): If None (default), apply a single vmap over inputs. 2025-09-07T06:38:50.7130650Z If not None, then compute the vmap :attr:`chunk_size` samples at a time. 2025-09-07T06:38:50.7130810Z Note that :attr:`chunk_size=1` is equivalent to computing the vmap with a for-loop. 2025-09-07T06:38:50.7131000Z If you run into memory issues computing the vmap, please try a non-None chunk_size. 2025-09-07T06:38:50.7131040Z 2025-09-07T06:38:50.7131080Z Returns: 2025-09-07T06:38:50.7131200Z Returns a new "batched" function. It takes the same inputs as 2025-09-07T06:38:50.7131310Z ``func``, except each input has an extra dimension at the index 2025-09-07T06:38:50.7131440Z specified by ``in_dims``. It takes returns the same outputs as 2025-09-07T06:38:50.7131560Z ``func``, except each output has an extra dimension at the index 2025-09-07T06:38:50.7131610Z specified by ``out_dims``. 2025-09-07T06:38:50.7131650Z 2025-09-07T06:38:50.7131690Z .. warning: 2025-09-07T06:38:50.7131820Z :func:`vmap` works best with functional-style code. Please do not 2025-09-07T06:38:50.7131930Z perform any side-effects in ``func``, with the exception of 2025-09-07T06:38:50.7132070Z in-place PyTorch operations. Examples of side-effects include mutating 2025-09-07T06:38:50.7132210Z Python data structures and assigning values to variables not captured 2025-09-07T06:38:50.7132250Z in ``func``. 2025-09-07T06:38:50.7132300Z 2025-09-07T06:38:50.7132440Z One example of using :func:`vmap` is to compute batched dot products. PyTorch 2025-09-07T06:38:50.7132570Z doesn't provide a batched ``torch.dot`` API; instead of unsuccessfully 2025-09-07T06:38:50.7132700Z rummaging through docs, use :func:`vmap` to construct a new function. 2025-09-07T06:38:50.7132740Z 2025-09-07T06:38:50.7132800Z >>> torch.dot # [D], [D] -> [] 2025-09-07T06:38:50.7132930Z >>> batched_dot = torch.func.vmap(torch.dot) # [N, D], [N, D] -> [N] 2025-09-07T06:38:50.7133000Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-09-07T06:38:50.7133060Z >>> batched_dot(x, y) 2025-09-07T06:38:50.7133100Z 2025-09-07T06:38:50.7133260Z :func:`vmap` can be helpful in hiding batch dimensions, leading to a simpler 2025-09-07T06:38:50.7133320Z model authoring experience. 2025-09-07T06:38:50.7133360Z 2025-09-07T06:38:50.7133430Z >>> batch_size, feature_size = 3, 5 2025-09-07T06:38:50.7133530Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-09-07T06:38:50.7133570Z >>> 2025-09-07T06:38:50.7133630Z >>> def model(feature_vec): 2025-09-07T06:38:50.7133710Z >>> # Very simple linear model with activation 2025-09-07T06:38:50.7133790Z >>> return feature_vec.dot(weights).relu() 2025-09-07T06:38:50.7133830Z >>> 2025-09-07T06:38:50.7137280Z >>> examples = torch.randn(batch_size, feature_size) 2025-09-07T06:38:50.7137470Z >>> result = torch.vmap(model)(examples) 2025-09-07T06:38:50.7137510Z 2025-09-07T06:38:50.7137660Z :func:`vmap` can also help vectorize computations that were previously difficult 2025-09-07T06:38:50.7137800Z or impossible to batch. One example is higher-order gradient computation. 2025-09-07T06:38:50.7137940Z The PyTorch autograd engine computes vjps (vector-Jacobian products). 2025-09-07T06:38:50.7138080Z Computing a full Jacobian matrix for some function f: R^N -> R^N usually 2025-09-07T06:38:50.7138230Z requires N calls to ``autograd.grad``, one per Jacobian row. Using :func:`vmap`, 2025-09-07T06:38:50.7138370Z we can vectorize the whole computation, computing the Jacobian in a single 2025-09-07T06:38:50.7138430Z call to ``autograd.grad``. 2025-09-07T06:38:50.7138470Z 2025-09-07T06:38:50.7138510Z >>> # Setup 2025-09-07T06:38:50.7138550Z >>> N = 5 2025-09-07T06:38:50.7138610Z >>> f = lambda x: x**2 2025-09-07T06:38:50.7138680Z >>> x = torch.randn(N, requires_grad=True) 2025-09-07T06:38:50.7138720Z >>> y = f(x) 2025-09-07T06:38:50.7138770Z >>> I_N = torch.eye(N) 2025-09-07T06:38:50.7138820Z >>> 2025-09-07T06:38:50.7138870Z >>> # Sequential approach 2025-09-07T06:38:50.7139010Z >>> jacobian_rows = [torch.autograd.grad(y, x, v, retain_graph=True)[0] 2025-09-07T06:38:50.7139100Z >>> for v in I_N.unbind()] 2025-09-07T06:38:50.7139170Z >>> jacobian = torch.stack(jacobian_rows) 2025-09-07T06:38:50.7139210Z >>> 2025-09-07T06:38:50.7139280Z >>> # vectorized gradient computation 2025-09-07T06:38:50.7139330Z >>> def get_vjp(v): 2025-09-07T06:38:50.7139430Z >>> return torch.autograd.grad(y, x, v) 2025-09-07T06:38:50.7139500Z >>> jacobian = torch.vmap(get_vjp)(I_N) 2025-09-07T06:38:50.7139540Z 2025-09-07T06:38:50.7139710Z :func:`vmap` can also be nested, producing an output with multiple batched dimensions 2025-09-07T06:38:50.7139750Z 2025-09-07T06:38:50.7139810Z >>> torch.dot # [D], [D] -> [] 2025-09-07T06:38:50.7139860Z >>> batched_dot = torch.vmap( 2025-09-07T06:38:50.7139920Z ... torch.vmap(torch.dot) 2025-09-07T06:38:50.7140000Z ... ) # [N1, N0, D], [N1, N0, D] -> [N1, N0] 2025-09-07T06:38:50.7140090Z >>> x, y = torch.randn(2, 3, 5), torch.randn(2, 3, 5) 2025-09-07T06:38:50.7140170Z >>> batched_dot(x, y) # tensor of size [2, 3] 2025-09-07T06:38:50.7140210Z 2025-09-07T06:38:50.7140350Z If the inputs are not batched along the first dimension, ``in_dims`` specifies 2025-09-07T06:38:50.7140440Z the dimension that each inputs are batched along as 2025-09-07T06:38:50.7140490Z 2025-09-07T06:38:50.7140540Z >>> torch.dot # [N], [N] -> [] 2025-09-07T06:38:50.7140680Z >>> batched_dot = torch.vmap(torch.dot, in_dims=1) # [N, D], [N, D] -> [D] 2025-09-07T06:38:50.7140750Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-09-07T06:38:50.7140810Z >>> batched_dot( 2025-09-07T06:38:50.7140850Z ... x, y 2025-09-07T06:38:50.7140970Z ... ) # output is [5] instead of [2] if batched along the 0th dimension 2025-09-07T06:38:50.7141030Z 2025-09-07T06:38:50.7141210Z If there are multiple inputs each of which is batched along different dimensions, 2025-09-07T06:38:50.7141330Z ``in_dims`` must be a tuple with the batch dimension for each input as 2025-09-07T06:38:50.7141370Z 2025-09-07T06:38:50.7141430Z >>> torch.dot # [D], [D] -> [] 2025-09-07T06:38:50.7141570Z >>> batched_dot = torch.vmap(torch.dot, in_dims=(0, None)) # [N, D], [D] -> [N] 2025-09-07T06:38:50.7141650Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-09-07T06:38:50.7141700Z >>> batched_dot( 2025-09-07T06:38:50.7141740Z ... x, y 2025-09-07T06:38:50.7141860Z ... ) # second arg doesn't have a batch dim because in_dim[1] was None 2025-09-07T06:38:50.7141920Z 2025-09-07T06:38:50.7142070Z If the input is a Python struct, ``in_dims`` must be a tuple containing a struct 2025-09-07T06:38:50.7142130Z matching the shape of the input: 2025-09-07T06:38:50.7142170Z 2025-09-07T06:38:50.7142260Z >>> f = lambda dict: torch.dot(dict["x"], dict["y"]) 2025-09-07T06:38:50.7142330Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-09-07T06:38:50.7142390Z >>> input = {"x": x, "y": y} 2025-09-07T06:38:50.7142500Z >>> batched_dot = torch.vmap(f, in_dims=({"x": 0, "y": None},)) 2025-09-07T06:38:50.7142550Z >>> batched_dot(input) 2025-09-07T06:38:50.7142590Z 2025-09-07T06:38:50.7142750Z By default, the output is batched along the first dimension. However, it can be batched 2025-09-07T06:38:50.7142830Z along any dimension by using ``out_dims`` 2025-09-07T06:38:50.7142870Z 2025-09-07T06:38:50.7142920Z >>> f = lambda x: x**2 2025-09-07T06:38:50.7142970Z >>> x = torch.randn(2, 5) 2025-09-07T06:38:50.7143050Z >>> batched_pow = torch.vmap(f, out_dims=1) 2025-09-07T06:38:50.7143100Z >>> batched_pow(x) # [5, 2] 2025-09-07T06:38:50.7143140Z 2025-09-07T06:38:50.7143320Z For any function that uses kwargs, the returned function will not batch the kwargs but will 2025-09-07T06:38:50.7143370Z accept kwargs 2025-09-07T06:38:50.7143430Z 2025-09-07T06:38:50.7143490Z >>> x = torch.randn([2, 5]) 2025-09-07T06:38:50.7143550Z >>> def fn(x, scale=4.): 2025-09-07T06:38:50.7143600Z >>> return x * scale 2025-09-07T06:38:50.7143640Z >>> 2025-09-07T06:38:50.7143700Z >>> batched_pow = torch.vmap(fn) 2025-09-07T06:38:50.7143810Z >>> assert torch.allclose(batched_pow(x), x * 4) 2025-09-07T06:38:50.7143940Z >>> batched_pow(x, scale=x) # scale is not batched, output has shape [2, 2, 5] 2025-09-07T06:38:50.7143990Z 2025-09-07T06:38:50.7144030Z .. note:: 2025-09-07T06:38:50.7144170Z vmap does not provide general autobatching or handle variable-length 2025-09-07T06:38:50.7144220Z sequences out of the box. 2025-09-07T06:38:50.7144270Z 2025-09-07T06:38:50.7144420Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7144460Z 2025-09-07T06:38:50.7144510Z warnings.warn(msg) 2025-09-07T06:38:50.7144550Z 2025-09-07T06:38:50.7144680Z --- Parse Warning: 24 / 146 --- 2025-09-07T06:38:50.7145320Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=grad in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_functorch/apis.py line=306. 2025-09-07T06:38:50.7145490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7145640Z ``grad`` operator helps computing gradients of ``func`` with respect to the 2025-09-07T06:38:50.7145760Z input(s) specified by ``argnums``. This operator can be nested to 2025-09-07T06:38:50.7145820Z compute higher-order gradients. 2025-09-07T06:38:50.7145870Z 2025-09-07T06:38:50.7145910Z Args: 2025-09-07T06:38:50.7146070Z func (Callable): A Python function that takes one or more arguments. 2025-09-07T06:38:50.7146240Z Must return a single-element Tensor. If specified ``has_aux`` equals ``True``, 2025-09-07T06:38:50.7146410Z function can return a tuple of single-element Tensor and other auxiliary objects: 2025-09-07T06:38:50.7146470Z ``(output, aux)``. 2025-09-07T06:38:50.7146650Z argnums (int or Tuple[int]): Specifies arguments to compute gradients with respect to. 2025-09-07T06:38:50.7146780Z ``argnums`` can be single integer or tuple of integers. Default: 0. 2025-09-07T06:38:50.7146920Z has_aux (bool): Flag indicating that ``func`` returns a tensor and other 2025-09-07T06:38:50.7147020Z auxiliary objects: ``(output, aux)``. Default: False. 2025-09-07T06:38:50.7147090Z 2025-09-07T06:38:50.7147140Z Returns: 2025-09-07T06:38:50.7147300Z Function to compute gradients with respect to its inputs. By default, the output of 2025-09-07T06:38:50.7147450Z the function is the gradient tensor(s) with respect to the first argument. 2025-09-07T06:38:50.7147620Z If specified ``has_aux`` equals ``True``, tuple of gradients and output auxiliary objects 2025-09-07T06:38:50.7147770Z is returned. If ``argnums`` is a tuple of integers, a tuple of output gradients with 2025-09-07T06:38:50.7147860Z respect to each ``argnums`` value is returned. 2025-09-07T06:38:50.7147900Z 2025-09-07T06:38:50.7147950Z Example of using ``grad``: 2025-09-07T06:38:50.7148000Z 2025-09-07T06:38:50.7148050Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7148110Z >>> from torch.func import grad 2025-09-07T06:38:50.7148170Z >>> x = torch.randn([]) 2025-09-07T06:38:50.7148250Z >>> cos_x = grad(lambda x: torch.sin(x))(x) 2025-09-07T06:38:50.7148320Z >>> assert torch.allclose(cos_x, x.cos()) 2025-09-07T06:38:50.7148370Z >>> 2025-09-07T06:38:50.7148430Z >>> # Second-order gradients 2025-09-07T06:38:50.7148540Z >>> neg_sin_x = grad(grad(lambda x: torch.sin(x)))(x) 2025-09-07T06:38:50.7148630Z >>> assert torch.allclose(neg_sin_x, -x.sin()) 2025-09-07T06:38:50.7148660Z 2025-09-07T06:38:50.7148820Z When composed with ``vmap``, ``grad`` can be used to compute per-sample-gradients: 2025-09-07T06:38:50.7148850Z 2025-09-07T06:38:50.7148910Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7149000Z >>> from torch.func import grad, vmap 2025-09-07T06:38:50.7149080Z >>> batch_size, feature_size = 3, 5 2025-09-07T06:38:50.7149120Z >>> 2025-09-07T06:38:50.7149190Z >>> def model(weights, feature_vec): 2025-09-07T06:38:50.7149270Z >>> # Very simple linear model with activation 2025-09-07T06:38:50.7149350Z >>> assert feature_vec.dim() == 1 2025-09-07T06:38:50.7149420Z >>> return feature_vec.dot(weights).relu() 2025-09-07T06:38:50.7149460Z >>> 2025-09-07T06:38:50.7149550Z >>> def compute_loss(weights, example, target): 2025-09-07T06:38:50.7149620Z >>> y = model(weights, example) 2025-09-07T06:38:50.7149700Z >>> return ((y - target) ** 2).mean() # MSELoss 2025-09-07T06:38:50.7149740Z >>> 2025-09-07T06:38:50.7149850Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-09-07T06:38:50.7149940Z >>> examples = torch.randn(batch_size, feature_size) 2025-09-07T06:38:50.7150010Z >>> targets = torch.randn(batch_size) 2025-09-07T06:38:50.7150090Z >>> inputs = (weights, examples, targets) 2025-09-07T06:38:50.7150230Z >>> grad_weight_per_example = vmap(grad(compute_loss), in_dims=(None, 0, 0))( 2025-09-07T06:38:50.7150280Z ... *inputs 2025-09-07T06:38:50.7150330Z ... ) 2025-09-07T06:38:50.7150370Z 2025-09-07T06:38:50.7150500Z Example of using ``grad`` with ``has_aux`` and ``argnums``: 2025-09-07T06:38:50.7150540Z 2025-09-07T06:38:50.7150590Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7150660Z >>> from torch.func import grad 2025-09-07T06:38:50.7150720Z >>> def my_loss_func(y, y_pred): 2025-09-07T06:38:50.7150800Z >>> loss_per_sample = (0.5 * y_pred - y) ** 2 2025-09-07T06:38:50.7150870Z >>> loss = loss_per_sample.mean() 2025-09-07T06:38:50.7150950Z >>> return loss, (y_pred, loss_per_sample) 2025-09-07T06:38:50.7150990Z >>> 2025-09-07T06:38:50.7151090Z >>> fn = grad(my_loss_func, argnums=(0, 1), has_aux=True) 2025-09-07T06:38:50.7151140Z >>> y_true = torch.rand(4) 2025-09-07T06:38:50.7151240Z >>> y_preds = torch.rand(4, requires_grad=True) 2025-09-07T06:38:50.7151300Z >>> out = fn(y_true, y_preds) 2025-09-07T06:38:50.7151460Z >>> # > output is ((grads w.r.t y_true, grads w.r.t y_preds), (y_pred, loss_per_sample)) 2025-09-07T06:38:50.7151490Z 2025-09-07T06:38:50.7151540Z .. note:: 2025-09-07T06:38:50.7151640Z Using PyTorch ``torch.no_grad`` together with ``grad``. 2025-09-07T06:38:50.7151680Z 2025-09-07T06:38:50.7151770Z Case 1: Using ``torch.no_grad`` inside a function: 2025-09-07T06:38:50.7151810Z 2025-09-07T06:38:50.7151870Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7151910Z >>> def f(x): 2025-09-07T06:38:50.7151980Z >>> with torch.no_grad(): 2025-09-07T06:38:50.7152030Z >>> c = x ** 2 2025-09-07T06:38:50.7152090Z >>> return x - c 2025-09-07T06:38:50.7152130Z 2025-09-07T06:38:50.7152250Z In this case, ``grad(f)(x)`` will respect the inner ``torch.no_grad``. 2025-09-07T06:38:50.7152290Z 2025-09-07T06:38:50.7152410Z Case 2: Using ``grad`` inside ``torch.no_grad`` context manager: 2025-09-07T06:38:50.7152450Z 2025-09-07T06:38:50.7152500Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7152560Z >>> with torch.no_grad(): 2025-09-07T06:38:50.7152630Z >>> grad(f)(x) 2025-09-07T06:38:50.7152680Z 2025-09-07T06:38:50.7152810Z In this case, ``grad`` will respect the inner ``torch.no_grad``, but not the 2025-09-07T06:38:50.7152940Z outer one. This is because ``grad`` is a "function transform": its result 2025-09-07T06:38:50.7153090Z should not depend on the result of a context manager outside of ``f``. 2025-09-07T06:38:50.7153130Z 2025-09-07T06:38:50.7153170Z 2025-09-07T06:38:50.7153330Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7153370Z 2025-09-07T06:38:50.7153420Z warnings.warn(msg) 2025-09-07T06:38:50.7153460Z 2025-09-07T06:38:50.7153560Z --- Parse Warning: 25 / 146 --- 2025-09-07T06:38:50.7154240Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=print_assert_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=286. 2025-09-07T06:38:50.7154400Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7154440Z 2025-09-07T06:38:50.7154570Z Test if two objects are equal, and print an error message if test fails. 2025-09-07T06:38:50.7154620Z 2025-09-07T06:38:50.7154700Z The test is performed with ``actual == desired``. 2025-09-07T06:38:50.7154740Z 2025-09-07T06:38:50.7154790Z Parameters 2025-09-07T06:38:50.7154830Z ---------- 2025-09-07T06:38:50.7154880Z test_string : str 2025-09-07T06:38:50.7154960Z The message supplied to AssertionError. 2025-09-07T06:38:50.7155000Z actual : object 2025-09-07T06:38:50.7155100Z The object to test for equality against `desired`. 2025-09-07T06:38:50.7155170Z desired : object 2025-09-07T06:38:50.7155230Z The expected result. 2025-09-07T06:38:50.7155270Z 2025-09-07T06:38:50.7155310Z Examples 2025-09-07T06:38:50.7155360Z -------- 2025-09-07T06:38:50.7155420Z >>> np.testing.print_assert_equal( 2025-09-07T06:38:50.7155490Z ... "Test XYZ of func xyz", [0, 1], [0, 1] 2025-09-07T06:38:50.7155540Z ... ) # doctest: +SKIP 2025-09-07T06:38:50.7155610Z >>> np.testing.print_assert_equal( 2025-09-07T06:38:50.7155670Z ... "Test XYZ of func xyz", [0, 1], [0, 2] 2025-09-07T06:38:50.7155720Z ... ) # doctest: +SKIP 2025-09-07T06:38:50.7155780Z Traceback (most recent call last): 2025-09-07T06:38:50.7155830Z ... 2025-09-07T06:38:50.7155930Z AssertionError: Test XYZ of func xyz failed 2025-09-07T06:38:50.7155970Z ACTUAL: 2025-09-07T06:38:50.7156010Z [0, 1] 2025-09-07T06:38:50.7156050Z DESIRED: 2025-09-07T06:38:50.7156090Z [0, 2] 2025-09-07T06:38:50.7156130Z 2025-09-07T06:38:50.7156170Z 2025-09-07T06:38:50.7156320Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7156370Z 2025-09-07T06:38:50.7156410Z warnings.warn(msg) 2025-09-07T06:38:50.7156460Z 2025-09-07T06:38:50.7156550Z --- Parse Warning: 26 / 146 --- 2025-09-07T06:38:50.7157230Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=331. 2025-09-07T06:38:50.7157390Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7157430Z 2025-09-07T06:38:50.7157550Z Raises an AssertionError if two items are not equal up to desired 2025-09-07T06:38:50.7157600Z precision. 2025-09-07T06:38:50.7157630Z 2025-09-07T06:38:50.7157740Z .. note:: It is recommended to use one of `assert_allclose`, 2025-09-07T06:38:50.7157850Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-09-07T06:38:50.7157990Z instead of this function for more consistent floating point 2025-09-07T06:38:50.7158040Z comparisons. 2025-09-07T06:38:50.7158080Z 2025-09-07T06:38:50.7158210Z The test verifies that the elements of `actual` and `desired` satisfy. 2025-09-07T06:38:50.7158250Z 2025-09-07T06:38:50.7158370Z ``abs(desired-actual) < float64(1.5 * 10**(-decimal))`` 2025-09-07T06:38:50.7158410Z 2025-09-07T06:38:50.7158550Z That is a looser test than originally documented, but agrees with what the 2025-09-07T06:38:50.7158690Z actual implementation in `assert_array_almost_equal` did up to rounding 2025-09-07T06:38:50.7158830Z vagaries. An exception is raised at conflicting values. For ndarrays this 2025-09-07T06:38:50.7158900Z delegates to assert_array_almost_equal 2025-09-07T06:38:50.7158940Z 2025-09-07T06:38:50.7158990Z Parameters 2025-09-07T06:38:50.7159030Z ---------- 2025-09-07T06:38:50.7159080Z actual : array_like 2025-09-07T06:38:50.7159140Z The object to check. 2025-09-07T06:38:50.7159190Z desired : array_like 2025-09-07T06:38:50.7159240Z The expected object. 2025-09-07T06:38:50.7159290Z decimal : int, optional 2025-09-07T06:38:50.7159360Z Desired precision, default is 7. 2025-09-07T06:38:50.7159410Z err_msg : str, optional 2025-09-07T06:38:50.7159500Z The error message to be printed in case of failure. 2025-09-07T06:38:50.7159550Z verbose : bool, optional 2025-09-07T06:38:50.7159680Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:50.7159720Z 2025-09-07T06:38:50.7159760Z Raises 2025-09-07T06:38:50.7159800Z ------ 2025-09-07T06:38:50.7159850Z AssertionError 2025-09-07T06:38:50.7159960Z If actual and desired are not equal up to specified precision. 2025-09-07T06:38:50.7160030Z 2025-09-07T06:38:50.7160070Z See Also 2025-09-07T06:38:50.7160120Z -------- 2025-09-07T06:38:50.7160260Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:50.7160340Z relative and/or absolute precision. 2025-09-07T06:38:50.7160460Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:50.7160500Z 2025-09-07T06:38:50.7160540Z Examples 2025-09-07T06:38:50.7160580Z -------- 2025-09-07T06:38:50.7160680Z >>> from torch._numpy.testing import assert_almost_equal 2025-09-07T06:38:50.7160760Z >>> assert_almost_equal(2.3333333333333, 2.33333334) 2025-09-07T06:38:50.7160870Z >>> assert_almost_equal(2.3333333333333, 2.33333334, decimal=10) 2025-09-07T06:38:50.7160950Z Traceback (most recent call last): 2025-09-07T06:38:50.7160990Z ... 2025-09-07T06:38:50.7161030Z AssertionError: 2025-09-07T06:38:50.7161110Z Arrays are not almost equal to 10 decimals 2025-09-07T06:38:50.7161160Z ACTUAL: 2.3333333333333 2025-09-07T06:38:50.7161210Z DESIRED: 2.33333334 2025-09-07T06:38:50.7161250Z 2025-09-07T06:38:50.7161300Z >>> assert_almost_equal( 2025-09-07T06:38:50.7161430Z ... np.array([1.0, 2.3333333333333]), np.array([1.0, 2.33333334]), decimal=9 2025-09-07T06:38:50.7161470Z ... ) 2025-09-07T06:38:50.7161530Z Traceback (most recent call last): 2025-09-07T06:38:50.7161570Z ... 2025-09-07T06:38:50.7161620Z AssertionError: 2025-09-07T06:38:50.7161690Z Arrays are not almost equal to 9 decimals 2025-09-07T06:38:50.7161740Z 2025-09-07T06:38:50.7161790Z Mismatched elements: 1 / 2 (50%) 2025-09-07T06:38:50.7161870Z Max absolute difference: 6.666699636781459e-09 2025-09-07T06:38:50.7161940Z Max relative difference: 2.8571569790287484e-09 2025-09-07T06:38:50.7162030Z x: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-09-07T06:38:50.7162110Z y: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-09-07T06:38:50.7162150Z 2025-09-07T06:38:50.7162190Z 2025-09-07T06:38:50.7162470Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7162510Z 2025-09-07T06:38:50.7162560Z warnings.warn(msg) 2025-09-07T06:38:50.7162600Z 2025-09-07T06:38:50.7162700Z --- Parse Warning: 27 / 146 --- 2025-09-07T06:38:50.7163400Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_approx_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=457. 2025-09-07T06:38:50.7163560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7163600Z 2025-09-07T06:38:50.7163730Z Raises an AssertionError if two items are not equal up to significant 2025-09-07T06:38:50.7163780Z digits. 2025-09-07T06:38:50.7163820Z 2025-09-07T06:38:50.7163920Z .. note:: It is recommended to use one of `assert_allclose`, 2025-09-07T06:38:50.7164030Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-09-07T06:38:50.7164140Z instead of this function for more consistent floating point 2025-09-07T06:38:50.7164190Z comparisons. 2025-09-07T06:38:50.7164230Z 2025-09-07T06:38:50.7164350Z Given two numbers, check that they are approximately equal. 2025-09-07T06:38:50.7164480Z Approximately equal is defined as the number of significant digits 2025-09-07T06:38:50.7164520Z that agree. 2025-09-07T06:38:50.7164560Z 2025-09-07T06:38:50.7164610Z Parameters 2025-09-07T06:38:50.7164650Z ---------- 2025-09-07T06:38:50.7164700Z actual : scalar 2025-09-07T06:38:50.7164750Z The object to check. 2025-09-07T06:38:50.7164790Z desired : scalar 2025-09-07T06:38:50.7164840Z The expected object. 2025-09-07T06:38:50.7164920Z significant : int, optional 2025-09-07T06:38:50.7164990Z Desired precision, default is 7. 2025-09-07T06:38:50.7165040Z err_msg : str, optional 2025-09-07T06:38:50.7165130Z The error message to be printed in case of failure. 2025-09-07T06:38:50.7165180Z verbose : bool, optional 2025-09-07T06:38:50.7165310Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:50.7165350Z 2025-09-07T06:38:50.7165390Z Raises 2025-09-07T06:38:50.7165430Z ------ 2025-09-07T06:38:50.7165480Z AssertionError 2025-09-07T06:38:50.7165600Z If actual and desired are not equal up to specified precision. 2025-09-07T06:38:50.7165630Z 2025-09-07T06:38:50.7165680Z See Also 2025-09-07T06:38:50.7165740Z -------- 2025-09-07T06:38:50.7165880Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:50.7165960Z relative and/or absolute precision. 2025-09-07T06:38:50.7166090Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:50.7166130Z 2025-09-07T06:38:50.7166170Z Examples 2025-09-07T06:38:50.7166210Z -------- 2025-09-07T06:38:50.7166270Z >>> np.testing.assert_approx_equal( 2025-09-07T06:38:50.7166340Z ... 0.12345677777777e-20, 0.1234567e-20 2025-09-07T06:38:50.7166390Z ... ) # doctest: +SKIP 2025-09-07T06:38:50.7166450Z >>> np.testing.assert_approx_equal( 2025-09-07T06:38:50.7166500Z ... 0.12345670e-20, 2025-09-07T06:38:50.7166560Z ... 0.12345671e-20, # doctest: +SKIP 2025-09-07T06:38:50.7166610Z ... significant=8, 2025-09-07T06:38:50.7166650Z ... ) 2025-09-07T06:38:50.7166720Z >>> np.testing.assert_approx_equal( 2025-09-07T06:38:50.7166760Z ... 0.12345670e-20, 2025-09-07T06:38:50.7166820Z ... 0.12345672e-20, # doctest: +SKIP 2025-09-07T06:38:50.7166870Z ... significant=8, 2025-09-07T06:38:50.7166910Z ... ) 2025-09-07T06:38:50.7166970Z Traceback (most recent call last): 2025-09-07T06:38:50.7167010Z ... 2025-09-07T06:38:50.7167060Z AssertionError: 2025-09-07T06:38:50.7167160Z Items are not equal to 8 significant digits: 2025-09-07T06:38:50.7167210Z ACTUAL: 1.234567e-21 2025-09-07T06:38:50.7167260Z DESIRED: 1.2345672e-21 2025-09-07T06:38:50.7167300Z 2025-09-07T06:38:50.7167390Z the evaluated condition that raises the exception is 2025-09-07T06:38:50.7167430Z 2025-09-07T06:38:50.7167570Z >>> abs(0.12345670e-20 / 1e-21 - 0.12345672e-20 / 1e-21) >= 10 ** -(8 - 1) 2025-09-07T06:38:50.7167610Z True 2025-09-07T06:38:50.7167650Z 2025-09-07T06:38:50.7167690Z 2025-09-07T06:38:50.7167840Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7167880Z 2025-09-07T06:38:50.7167930Z warnings.warn(msg) 2025-09-07T06:38:50.7167970Z 2025-09-07T06:38:50.7168070Z --- Parse Warning: 28 / 146 --- 2025-09-07T06:38:50.7168740Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_array_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=744. 2025-09-07T06:38:50.7168900Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7168940Z 2025-09-07T06:38:50.7169060Z Raises an AssertionError if two array_like objects are not equal. 2025-09-07T06:38:50.7169100Z 2025-09-07T06:38:50.7169230Z Given two array_like objects, check that the shape is equal and all 2025-09-07T06:38:50.7169360Z elements of these objects are equal (but see the Notes for the special 2025-09-07T06:38:50.7169480Z handling of a scalar). An exception is raised at shape mismatch or 2025-09-07T06:38:50.7169620Z conflicting values. In contrast to the standard usage in numpy, NaNs 2025-09-07T06:38:50.7169790Z are compared like numbers, no assertion is raised if both objects have 2025-09-07T06:38:50.7169850Z NaNs in the same positions. 2025-09-07T06:38:50.7169890Z 2025-09-07T06:38:50.7170020Z The usual caution for verifying equality with floating point numbers is 2025-09-07T06:38:50.7170060Z advised. 2025-09-07T06:38:50.7170100Z 2025-09-07T06:38:50.7170150Z Parameters 2025-09-07T06:38:50.7170190Z ---------- 2025-09-07T06:38:50.7170230Z x : array_like 2025-09-07T06:38:50.7170290Z The actual object to check. 2025-09-07T06:38:50.7170340Z y : array_like 2025-09-07T06:38:50.7170400Z The desired, expected object. 2025-09-07T06:38:50.7170450Z err_msg : str, optional 2025-09-07T06:38:50.7170540Z The error message to be printed in case of failure. 2025-09-07T06:38:50.7170620Z verbose : bool, optional 2025-09-07T06:38:50.7170740Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:50.7170790Z strict : bool, optional 2025-09-07T06:38:50.7170910Z If True, raise an AssertionError when either the shape or the data 2025-09-07T06:38:50.7171020Z type of the array_like objects does not match. The special 2025-09-07T06:38:50.7171140Z handling for scalars mentioned in the Notes section is disabled. 2025-09-07T06:38:50.7171180Z 2025-09-07T06:38:50.7171220Z Raises 2025-09-07T06:38:50.7171260Z ------ 2025-09-07T06:38:50.7171310Z AssertionError 2025-09-07T06:38:50.7171390Z If actual and desired objects are not equal. 2025-09-07T06:38:50.7171430Z 2025-09-07T06:38:50.7171470Z See Also 2025-09-07T06:38:50.7171510Z -------- 2025-09-07T06:38:50.7171650Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:50.7171720Z relative and/or absolute precision. 2025-09-07T06:38:50.7171850Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:50.7171890Z 2025-09-07T06:38:50.7171930Z Notes 2025-09-07T06:38:50.7171970Z ----- 2025-09-07T06:38:50.7172080Z When one of `x` and `y` is a scalar and the other is array_like, the 2025-09-07T06:38:50.7172240Z function checks that each element of the array_like object is equal to 2025-09-07T06:38:50.7172370Z the scalar. This behaviour can be disabled with the `strict` parameter. 2025-09-07T06:38:50.7172410Z 2025-09-07T06:38:50.7172450Z Examples 2025-09-07T06:38:50.7172490Z -------- 2025-09-07T06:38:50.7172590Z The first assert does not raise an exception: 2025-09-07T06:38:50.7172630Z 2025-09-07T06:38:50.7172690Z >>> np.testing.assert_array_equal( 2025-09-07T06:38:50.7172790Z ... [1.0, 2.33333, np.nan], [np.exp(0), 2.33333, np.nan] 2025-09-07T06:38:50.7172820Z ... ) 2025-09-07T06:38:50.7172870Z 2025-09-07T06:38:50.7173000Z Use `assert_allclose` or one of the nulp (number of floating point values) 2025-09-07T06:38:50.7173060Z functions for these cases instead: 2025-09-07T06:38:50.7173100Z 2025-09-07T06:38:50.7173160Z >>> np.testing.assert_allclose( 2025-09-07T06:38:50.7173290Z ... [1.0, np.pi, np.nan], [1, np.sqrt(np.pi) ** 2, np.nan], rtol=1e-10, atol=0 2025-09-07T06:38:50.7173330Z ... ) 2025-09-07T06:38:50.7173370Z 2025-09-07T06:38:50.7173490Z As mentioned in the Notes section, `assert_array_equal` has special 2025-09-07T06:38:50.7173620Z handling for scalars. Here the test checks that each value in `x` is 3: 2025-09-07T06:38:50.7173660Z 2025-09-07T06:38:50.7173730Z >>> x = np.full((2, 5), fill_value=3) 2025-09-07T06:38:50.7173790Z >>> np.testing.assert_array_equal(x, 3) 2025-09-07T06:38:50.7173830Z 2025-09-07T06:38:50.7173960Z Use `strict` to raise an AssertionError when comparing a scalar with an 2025-09-07T06:38:50.7174000Z array: 2025-09-07T06:38:50.7174040Z 2025-09-07T06:38:50.7174130Z >>> np.testing.assert_array_equal(x, 3, strict=True) 2025-09-07T06:38:50.7174190Z Traceback (most recent call last): 2025-09-07T06:38:50.7174230Z ... 2025-09-07T06:38:50.7174320Z AssertionError: 2025-09-07T06:38:50.7174370Z Arrays are not equal 2025-09-07T06:38:50.7174410Z 2025-09-07T06:38:50.7174470Z (shapes (2, 5), () mismatch) 2025-09-07T06:38:50.7174530Z x: torch.ndarray([[3, 3, 3, 3, 3], 2025-09-07T06:38:50.7174570Z [3, 3, 3, 3, 3]]) 2025-09-07T06:38:50.7174630Z y: torch.ndarray(3) 2025-09-07T06:38:50.7174660Z 2025-09-07T06:38:50.7174790Z The `strict` parameter also ensures that the array data types match: 2025-09-07T06:38:50.7174830Z 2025-09-07T06:38:50.7174880Z >>> x = np.array([2, 2, 2]) 2025-09-07T06:38:50.7174960Z >>> y = np.array([2.0, 2.0, 2.0], dtype=np.float32) 2025-09-07T06:38:50.7175050Z >>> np.testing.assert_array_equal(x, y, strict=True) 2025-09-07T06:38:50.7175140Z Traceback (most recent call last): 2025-09-07T06:38:50.7175180Z ... 2025-09-07T06:38:50.7175230Z AssertionError: 2025-09-07T06:38:50.7175280Z Arrays are not equal 2025-09-07T06:38:50.7175320Z 2025-09-07T06:38:50.7175410Z (dtypes dtype("int64"), dtype("float32") mismatch) 2025-09-07T06:38:50.7175470Z x: torch.ndarray([2, 2, 2]) 2025-09-07T06:38:50.7175520Z y: torch.ndarray([2., 2., 2.]) 2025-09-07T06:38:50.7175560Z 2025-09-07T06:38:50.7175710Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7175750Z 2025-09-07T06:38:50.7175800Z warnings.warn(msg) 2025-09-07T06:38:50.7175840Z 2025-09-07T06:38:50.7175940Z --- Parse Warning: 29 / 146 --- 2025-09-07T06:38:50.7176620Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_array_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=851. 2025-09-07T06:38:50.7176780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7176820Z 2025-09-07T06:38:50.7176950Z Raises an AssertionError if two objects are not equal up to desired 2025-09-07T06:38:50.7177010Z precision. 2025-09-07T06:38:50.7177050Z 2025-09-07T06:38:50.7177160Z .. note:: It is recommended to use one of `assert_allclose`, 2025-09-07T06:38:50.7177270Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-09-07T06:38:50.7177400Z instead of this function for more consistent floating point 2025-09-07T06:38:50.7177460Z comparisons. 2025-09-07T06:38:50.7177500Z 2025-09-07T06:38:50.7177640Z The test verifies identical shapes and that the elements of ``actual`` and 2025-09-07T06:38:50.7177690Z ``desired`` satisfy. 2025-09-07T06:38:50.7177730Z 2025-09-07T06:38:50.7177810Z ``abs(desired-actual) < 1.5 * 10**(-decimal)`` 2025-09-07T06:38:50.7177850Z 2025-09-07T06:38:50.7177990Z That is a looser test than originally documented, but agrees with what the 2025-09-07T06:38:50.7178140Z actual implementation did up to rounding vagaries. An exception is raised 2025-09-07T06:38:50.7178280Z at shape mismatch or conflicting values. In contrast to the standard usage 2025-09-07T06:38:50.7178410Z in numpy, NaNs are compared like numbers, no assertion is raised if both 2025-09-07T06:38:50.7178480Z objects have NaNs in the same positions. 2025-09-07T06:38:50.7178520Z 2025-09-07T06:38:50.7178560Z Parameters 2025-09-07T06:38:50.7178610Z ---------- 2025-09-07T06:38:50.7178650Z x : array_like 2025-09-07T06:38:50.7178710Z The actual object to check. 2025-09-07T06:38:50.7178750Z y : array_like 2025-09-07T06:38:50.7178810Z The desired, expected object. 2025-09-07T06:38:50.7178860Z decimal : int, optional 2025-09-07T06:38:50.7178930Z Desired precision, default is 6. 2025-09-07T06:38:50.7178980Z err_msg : str, optional 2025-09-07T06:38:50.7179070Z The error message to be printed in case of failure. 2025-09-07T06:38:50.7179160Z verbose : bool, optional 2025-09-07T06:38:50.7179290Z If True, the conflicting values are appended to the error message. 2025-09-07T06:38:50.7179330Z 2025-09-07T06:38:50.7179370Z Raises 2025-09-07T06:38:50.7179420Z ------ 2025-09-07T06:38:50.7179460Z AssertionError 2025-09-07T06:38:50.7179580Z If actual and desired are not equal up to specified precision. 2025-09-07T06:38:50.7182280Z 2025-09-07T06:38:50.7182370Z See Also 2025-09-07T06:38:50.7182410Z -------- 2025-09-07T06:38:50.7182550Z assert_allclose: Compare two array_like objects for equality with desired 2025-09-07T06:38:50.7182630Z relative and/or absolute precision. 2025-09-07T06:38:50.7182820Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-09-07T06:38:50.7182860Z 2025-09-07T06:38:50.7182900Z Examples 2025-09-07T06:38:50.7182940Z -------- 2025-09-07T06:38:50.7183020Z the first assert does not raise an exception 2025-09-07T06:38:50.7183060Z 2025-09-07T06:38:50.7183220Z >>> np.testing.assert_array_almost_equal([1.0, 2.333, np.nan], [1.0, 2.333, np.nan]) 2025-09-07T06:38:50.7183260Z 2025-09-07T06:38:50.7183330Z >>> np.testing.assert_array_almost_equal( 2025-09-07T06:38:50.7183420Z ... [1.0, 2.33333, np.nan], [1.0, 2.33339, np.nan], decimal=5 2025-09-07T06:38:50.7183460Z ... ) 2025-09-07T06:38:50.7183520Z Traceback (most recent call last): 2025-09-07T06:38:50.7183570Z ... 2025-09-07T06:38:50.7183610Z AssertionError: 2025-09-07T06:38:50.7183680Z Arrays are not almost equal to 5 decimals 2025-09-07T06:38:50.7183730Z 2025-09-07T06:38:50.7183790Z Mismatched elements: 1 / 3 (33.3%) 2025-09-07T06:38:50.7183870Z Max absolute difference: 5.999999999994898e-05 2025-09-07T06:38:50.7183940Z Max relative difference: 2.5713661239633743e-05 2025-09-07T06:38:50.7184040Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-09-07T06:38:50.7184140Z y: torch.ndarray([1.0000, 2.3334, nan], dtype=float64) 2025-09-07T06:38:50.7184210Z 2025-09-07T06:38:50.7184280Z >>> np.testing.assert_array_almost_equal( 2025-09-07T06:38:50.7184370Z ... [1.0, 2.33333, np.nan], [1.0, 2.33333, 5], decimal=5 2025-09-07T06:38:50.7184410Z ... ) 2025-09-07T06:38:50.7184470Z Traceback (most recent call last): 2025-09-07T06:38:50.7184510Z ... 2025-09-07T06:38:50.7184550Z AssertionError: 2025-09-07T06:38:50.7184650Z Arrays are not almost equal to 5 decimals 2025-09-07T06:38:50.7184690Z 2025-09-07T06:38:50.7184750Z x and y nan location mismatch: 2025-09-07T06:38:50.7184840Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-09-07T06:38:50.7184940Z y: torch.ndarray([1.0000, 2.3333, 5.0000], dtype=float64) 2025-09-07T06:38:50.7184980Z 2025-09-07T06:38:50.7185020Z 2025-09-07T06:38:50.7185170Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7185210Z 2025-09-07T06:38:50.7185260Z warnings.warn(msg) 2025-09-07T06:38:50.7185300Z 2025-09-07T06:38:50.7185420Z --- Parse Warning: 30 / 146 --- 2025-09-07T06:38:50.7186110Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=clear_and_catch_warnings in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=1848. 2025-09-07T06:38:50.7186270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7186400Z Context manager that resets warning registry for catching warnings 2025-09-07T06:38:50.7186440Z 2025-09-07T06:38:50.7186580Z Warnings can be slippery, because, whenever a warning is triggered, Python 2025-09-07T06:38:50.7186720Z adds a ``__warningregistry__`` member to the *calling* module. This makes 2025-09-07T06:38:50.7186880Z it impossible to retrigger the warning in this module, whatever you put in 2025-09-07T06:38:50.7187030Z the warnings filters. This context manager accepts a sequence of `modules` 2025-09-07T06:38:50.7187120Z as a keyword argument to its constructor and: 2025-09-07T06:38:50.7187160Z 2025-09-07T06:38:50.7187290Z * stores and removes any ``__warningregistry__`` entries in given `modules` 2025-09-07T06:38:50.7187340Z on entry; 2025-09-07T06:38:50.7187450Z * resets ``__warningregistry__`` to its previous state on exit. 2025-09-07T06:38:50.7187490Z 2025-09-07T06:38:50.7187630Z This makes it possible to trigger any warning afresh inside the context 2025-09-07T06:38:50.7187740Z manager without disturbing the state of warnings outside. 2025-09-07T06:38:50.7187800Z 2025-09-07T06:38:50.7187940Z For compatibility with Python 3.0, please consider all arguments to be 2025-09-07T06:38:50.7187990Z keyword-only. 2025-09-07T06:38:50.7188030Z 2025-09-07T06:38:50.7188080Z Parameters 2025-09-07T06:38:50.7188120Z ---------- 2025-09-07T06:38:50.7188180Z record : bool, optional 2025-09-07T06:38:50.7188290Z Specifies whether warnings should be captured by a custom 2025-09-07T06:38:50.7188430Z implementation of ``warnings.showwarning()`` and be appended to a list 2025-09-07T06:38:50.7188560Z returned by the context manager. Otherwise None is returned by the 2025-09-07T06:38:50.7188690Z context manager. The objects appended to the list are arguments whose 2025-09-07T06:38:50.7188800Z attributes mirror the arguments to ``showwarning()``. 2025-09-07T06:38:50.7188850Z modules : sequence, optional 2025-09-07T06:38:50.7188990Z Sequence of modules for which to reset warnings registry on entry and 2025-09-07T06:38:50.7189100Z restore on exit. To work correctly, all 'ignore' filters should 2025-09-07T06:38:50.7189170Z filter by one of these modules. 2025-09-07T06:38:50.7189210Z 2025-09-07T06:38:50.7189270Z Examples 2025-09-07T06:38:50.7189320Z -------- 2025-09-07T06:38:50.7189370Z >>> import warnings 2025-09-07T06:38:50.7189480Z >>> with np.testing.clear_and_catch_warnings( # doctest: +SKIP 2025-09-07T06:38:50.7189550Z ... modules=[np.core.fromnumeric] 2025-09-07T06:38:50.7189590Z ... ): 2025-09-07T06:38:50.7189680Z ... warnings.simplefilter("always") 2025-09-07T06:38:50.7189820Z ... warnings.filterwarnings("ignore", module="np.core.fromnumeric") 2025-09-07T06:38:50.7189930Z ... # do something that raises a warning but ignore those in 2025-09-07T06:38:50.7189990Z ... # np.core.fromnumeric 2025-09-07T06:38:50.7190030Z 2025-09-07T06:38:50.7190180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7190220Z 2025-09-07T06:38:50.7190270Z warnings.warn(msg) 2025-09-07T06:38:50.7190310Z 2025-09-07T06:38:50.7190410Z --- Parse Warning: 31 / 146 --- 2025-09-07T06:38:50.7191040Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=calculate_gain in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/init.py line=142. 2025-09-07T06:38:50.7191200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7191340Z Return the recommended gain value for the given nonlinearity function. 2025-09-07T06:38:50.7191380Z 2025-09-07T06:38:50.7191430Z The values are as follows: 2025-09-07T06:38:50.7191470Z 2025-09-07T06:38:50.7191550Z ================= ==================================================== 2025-09-07T06:38:50.7191600Z nonlinearity gain 2025-09-07T06:38:50.7191690Z ================= ==================================================== 2025-09-07T06:38:50.7191750Z Linear / Identity :math:`1` 2025-09-07T06:38:50.7191810Z Conv{1,2,3}D :math:`1` 2025-09-07T06:38:50.7191860Z Sigmoid :math:`1` 2025-09-07T06:38:50.7191920Z Tanh :math:`\frac{5}{3}` 2025-09-07T06:38:50.7191980Z ReLU :math:`\sqrt{2}` 2025-09-07T06:38:50.7192100Z Leaky Relu :math:`\sqrt{\frac{2}{1 + \text{negative\_slope}^2}}` 2025-09-07T06:38:50.7192170Z SELU :math:`\frac{3}{4}` 2025-09-07T06:38:50.7192240Z ================= ==================================================== 2025-09-07T06:38:50.7192280Z 2025-09-07T06:38:50.7192330Z .. warning:: 2025-09-07T06:38:50.7192460Z In order to implement `Self-Normalizing Neural Networks`_ , 2025-09-07T06:38:50.7192610Z you should use ``nonlinearity='linear'`` instead of ``nonlinearity='selu'``. 2025-09-07T06:38:50.7192710Z This gives the initial weights a variance of ``1 / N``, 2025-09-07T06:38:50.7192850Z which is necessary to induce a stable fixed point in the forward pass. 2025-09-07T06:38:50.7192980Z In contrast, the default gain for ``SELU`` sacrifices the normalization 2025-09-07T06:38:50.7193100Z effect for more stable gradient flow in rectangular layers. 2025-09-07T06:38:50.7193140Z 2025-09-07T06:38:50.7193180Z Args: 2025-09-07T06:38:50.7193300Z nonlinearity: the non-linear function (`nn.functional` name) 2025-09-07T06:38:50.7193410Z param: optional parameter for the non-linear function 2025-09-07T06:38:50.7193450Z 2025-09-07T06:38:50.7193490Z Examples: 2025-09-07T06:38:50.7193560Z >>> gain = nn.init.calculate_gain( 2025-09-07T06:38:50.7193610Z ... "leaky_relu", 0.2 2025-09-07T06:38:50.7193690Z ... ) # leaky_relu with negative_slope=0.2 2025-09-07T06:38:50.7193730Z 2025-09-07T06:38:50.7194030Z .. _Self-Normalizing Neural Networks: https://papers.nips.cc/paper/2017/hash/5d44ee6f2c3f71b73125876103c8f6c4-Abstract.html 2025-09-07T06:38:50.7194090Z 2025-09-07T06:38:50.7194240Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7194280Z 2025-09-07T06:38:50.7194330Z warnings.warn(msg) 2025-09-07T06:38:50.7194370Z 2025-09-07T06:38:50.7194470Z --- Parse Warning: 32 / 146 --- 2025-09-07T06:38:50.7195210Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedDataParallel.join in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=1766. 2025-09-07T06:38:50.7195360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7195400Z 2025-09-07T06:38:50.7195540Z Context manager for training with uneven inputs across processes in DDP. 2025-09-07T06:38:50.7195580Z 2025-09-07T06:38:50.7195720Z This context manager will keep track of already-joined DDP processes, 2025-09-07T06:38:50.7195840Z and "shadow" the forward and backward passes by inserting collective 2025-09-07T06:38:50.7195980Z communication operations to match with the ones created by non-joined 2025-09-07T06:38:50.7196120Z DDP processes. This will ensure each collective call has a corresponding 2025-09-07T06:38:50.7196250Z call by already-joined DDP processes, preventing hangs or errors that 2025-09-07T06:38:50.7196370Z would otherwise happen when training with uneven inputs across 2025-09-07T06:38:50.7196510Z processes. Alternatively, if the flag ``throw_on_early_termination`` is 2025-09-07T06:38:50.7196640Z specified to be ``True``, all trainers will throw an error once one rank 2025-09-07T06:38:50.7196760Z runs out of inputs, allowing these errors to be caught and handled 2025-09-07T06:38:50.7196850Z according to application logic. 2025-09-07T06:38:50.7196890Z 2025-09-07T06:38:50.7197020Z Once all DDP processes have joined, the context manager will broadcast 2025-09-07T06:38:50.7197150Z the model corresponding to the last joined process to all processes to 2025-09-07T06:38:50.7197240Z ensure the model is the same across all processes 2025-09-07T06:38:50.7197300Z (which is guaranteed by DDP). 2025-09-07T06:38:50.7197340Z 2025-09-07T06:38:50.7197460Z To use this to enable training with uneven inputs across processes, 2025-09-07T06:38:50.7197590Z simply wrap this context manager around your training loop. No further 2025-09-07T06:38:50.7197700Z modifications to the model or data loading is required. 2025-09-07T06:38:50.7197770Z 2025-09-07T06:38:50.7197810Z .. warning:: 2025-09-07T06:38:50.7197940Z If the model or training loop this context manager is wrapped around 2025-09-07T06:38:50.7198050Z has additional distributed collective operations, such as 2025-09-07T06:38:50.7198170Z ``SyncBatchNorm`` in the model's forward pass, then the flag 2025-09-07T06:38:50.7198290Z ``throw_on_early_termination`` must be enabled. This is because this 2025-09-07T06:38:50.7198420Z context manager is not aware of non-DDP collective communication. 2025-09-07T06:38:50.7198520Z This flag will cause all ranks to throw when any one rank 2025-09-07T06:38:50.7198650Z exhausts inputs, allowing these errors to be caught and recovered 2025-09-07T06:38:50.7198710Z from across all ranks. 2025-09-07T06:38:50.7198750Z 2025-09-07T06:38:50.7198790Z Args: 2025-09-07T06:38:50.7198900Z divide_by_initial_world_size (bool): If ``True``, will divide 2025-09-07T06:38:50.7199020Z gradients by the initial ``world_size`` DDP training was launched 2025-09-07T06:38:50.7199130Z with. If ``False``, will compute the effective world size 2025-09-07T06:38:50.7199240Z (number of ranks that have not depleted their inputs yet) and 2025-09-07T06:38:50.7199330Z divide gradients by that during allreduce. Set 2025-09-07T06:38:50.7199450Z ``divide_by_initial_world_size=True`` to ensure every input 2025-09-07T06:38:50.7199580Z sample including the uneven inputs have equal weight in terms of 2025-09-07T06:38:50.7199680Z how much they contribute to the global gradient. This is 2025-09-07T06:38:50.7199820Z achieved by always dividing the gradient by the initial 2025-09-07T06:38:50.7199930Z ``world_size`` even when we encounter uneven inputs. If you set 2025-09-07T06:38:50.7200040Z this to ``False``, we divide the gradient by the remaining 2025-09-07T06:38:50.7200150Z number of nodes. This ensures parity with training on a smaller 2025-09-07T06:38:50.7200270Z ``world_size`` although it also means the uneven inputs would 2025-09-07T06:38:50.7200390Z contribute more towards the global gradient. Typically, you 2025-09-07T06:38:50.7200500Z would want to set this to ``True`` for cases where the last few 2025-09-07T06:38:50.7200620Z inputs of your training job are uneven. In extreme cases, where 2025-09-07T06:38:50.7200730Z there is a large discrepancy in the number of inputs, setting 2025-09-07T06:38:50.7200820Z this to ``False`` might provide better results. 2025-09-07T06:38:50.7200950Z enable (bool): Whether to enable uneven input detection or not. Pass 2025-09-07T06:38:50.7201050Z in ``enable=False`` to disable in cases where you know that 2025-09-07T06:38:50.7201160Z inputs are even across participating processes. Default is 2025-09-07T06:38:50.7201210Z ``True``. 2025-09-07T06:38:50.7201320Z throw_on_early_termination (bool): Whether to throw an error 2025-09-07T06:38:50.7201430Z or continue training when at least one rank has exhausted 2025-09-07T06:38:50.7201560Z inputs. If ``True``, will throw upon the first rank reaching end 2025-09-07T06:38:50.7201660Z of data. If ``False``, will continue training with a smaller 2025-09-07T06:38:50.7201780Z effective world size until all ranks are joined. Note that if 2025-09-07T06:38:50.7201850Z this flag is specified, then the flag 2025-09-07T06:38:50.7201960Z ``divide_by_initial_world_size`` would be ignored. Default 2025-09-07T06:38:50.7202010Z is ``False``. 2025-09-07T06:38:50.7202050Z 2025-09-07T06:38:50.7202120Z 2025-09-07T06:38:50.7202160Z Example:: 2025-09-07T06:38:50.7202200Z 2025-09-07T06:38:50.7202270Z >>> # xdoctest: +SKIP("Distributed") 2025-09-07T06:38:50.7202310Z >>> import torch 2025-09-07T06:38:50.7202410Z >>> import torch.distributed as dist 2025-09-07T06:38:50.7202450Z >>> import os 2025-09-07T06:38:50.7202530Z >>> import torch.multiprocessing as mp 2025-09-07T06:38:50.7202580Z >>> import torch.nn as nn 2025-09-07T06:38:50.7202640Z >>> # On each spawned worker 2025-09-07T06:38:50.7202690Z >>> def worker(rank): 2025-09-07T06:38:50.7202800Z >>> dist.init_process_group("nccl", rank=rank, world_size=2) 2025-09-07T06:38:50.7202870Z >>> torch.cuda.set_device(rank) 2025-09-07T06:38:50.7202950Z >>> model = nn.Linear(1, 1, bias=False).to(rank) 2025-09-07T06:38:50.7203060Z >>> model = torch.nn.parallel.DistributedDataParallel( 2025-09-07T06:38:50.7203150Z >>> model, device_ids=[rank], output_device=rank 2025-09-07T06:38:50.7203190Z >>> ) 2025-09-07T06:38:50.7203270Z >>> # Rank 1 gets one more input than rank 0. 2025-09-07T06:38:50.7203380Z >>> inputs = [torch.tensor([1]).float() for _ in range(10 + rank)] 2025-09-07T06:38:50.7203440Z >>> with model.join(): 2025-09-07T06:38:50.7203490Z >>> for _ in range(5): 2025-09-07T06:38:50.7203550Z >>> for inp in inputs: 2025-09-07T06:38:50.7203620Z >>> loss = model(inp).sum() 2025-09-07T06:38:50.7203730Z >>> loss.backward() 2025-09-07T06:38:50.7203850Z >>> # Without the join() API, the below synchronization will hang 2025-09-07T06:38:50.7203930Z >>> # blocking for rank 1's allreduce to complete. 2025-09-07T06:38:50.7204010Z >>> torch.cuda.synchronize(device=rank) 2025-09-07T06:38:50.7204050Z 2025-09-07T06:38:50.7204220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7204260Z 2025-09-07T06:38:50.7204310Z warnings.warn(msg) 2025-09-07T06:38:50.7204350Z 2025-09-07T06:38:50.7204450Z --- Parse Warning: 33 / 146 --- 2025-09-07T06:38:50.7205210Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedDataParallel._register_fused_optim in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=2057. 2025-09-07T06:38:50.7205370Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7205400Z 2025-09-07T06:38:50.7205590Z Register an optimizer in DDP to optimize parameter immediately after its gradient reduction. 2025-09-07T06:38:50.7205630Z 2025-09-07T06:38:50.7205750Z Registers an optimizer with DDP such that the optimization for a 2025-09-07T06:38:50.7205880Z parameter will run immediately when that parameter's gradient is 2025-09-07T06:38:50.7206000Z finished with reduction, instead of waiting for all parameters' 2025-09-07T06:38:50.7206130Z gradients to finish reduction. This can result in a training speedup 2025-09-07T06:38:50.7206260Z depending on your workload since the optimizer can run while gradient 2025-09-07T06:38:50.7206400Z reduction for other parameters are still ongoing. In addition, this has 2025-09-07T06:38:50.7206550Z the potential to reduce peak memory consumption during training, as it 2025-09-07T06:38:50.7206680Z only needs to load the per-parameter optimizer states of a single 2025-09-07T06:38:50.7206800Z parameter at a time, instead of loading all per-parameter optimizer 2025-09-07T06:38:50.7206850Z states at once. 2025-09-07T06:38:50.7206890Z 2025-09-07T06:38:50.7206930Z Args: 2025-09-07T06:38:50.7207050Z optim (Type): a ``torch.optim.Optimizer`` class to be registered 2025-09-07T06:38:50.7207110Z as a fused optimizer. 2025-09-07T06:38:50.7207210Z *args (Sequence[Any]): Arguments to forward to `optim`. 2025-09-07T06:38:50.7207340Z optim_params (Optional[Iterable[torch.Tensor]]): Set of parameters 2025-09-07T06:38:50.7207490Z to optimize, similar to `params` argument of traditional `torch.optim` 2025-09-07T06:38:50.7207610Z Optimizers. If this is omitted, all DDP model parameters will be 2025-09-07T06:38:50.7207660Z optimized. 2025-09-07T06:38:50.7207780Z **kwargs: (Dict[str, Any]): Keyword arguments to forward to `optim`. 2025-09-07T06:38:50.7207820Z 2025-09-07T06:38:50.7207860Z .. warning :: 2025-09-07T06:38:50.7207990Z _register_fused_optim should only be called once on a DDP instance, 2025-09-07T06:38:50.7208120Z and registering multiple fused optimizers for the same DDP model 2025-09-07T06:38:50.7208200Z is not currently supported. Please ping 2025-09-07T06:38:50.7208330Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-09-07T06:38:50.7208380Z for your use case. 2025-09-07T06:38:50.7208420Z 2025-09-07T06:38:50.7208470Z .. warning :: 2025-09-07T06:38:50.7208580Z _register_fused_optim and register_comm_hook currently do not 2025-09-07T06:38:50.7208710Z compose together, meaning that custom DDP communication hooks are 2025-09-07T06:38:50.7208820Z not supported with overlapped optimizers. Please ping 2025-09-07T06:38:50.7208950Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-09-07T06:38:50.7209020Z for your use case. 2025-09-07T06:38:50.7209060Z 2025-09-07T06:38:50.7209110Z .. warning :: 2025-09-07T06:38:50.7209240Z Gradient accumulation and DDP `no_sync` are currently not supported 2025-09-07T06:38:50.7209310Z with overlapped optimizer. Please ping 2025-09-07T06:38:50.7209470Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-09-07T06:38:50.7209520Z for your use case. 2025-09-07T06:38:50.7209550Z 2025-09-07T06:38:50.7209600Z Example:: 2025-09-07T06:38:50.7209640Z 2025-09-07T06:38:50.7209720Z >>> # xdoctest: +SKIP("No rendezvous handler") 2025-09-07T06:38:50.7209900Z >>> torch.distributed.init_process_group(backend='nccl', world_size=4, init_method='...') 2025-09-07T06:38:50.7210020Z >>> net = torch.nn.parallel.DistributedDataParallel(model, pg) 2025-09-07T06:38:50.7210070Z >>> lr = 1e-2 2025-09-07T06:38:50.7210120Z >>> betas = (0.9, 0.99) 2025-09-07T06:38:50.7210160Z >>> eps = 1e-6 2025-09-07T06:38:50.7210300Z >>> net._register_fused_optim(torch.optim.Adam, lr, betas=betas, eps=eps) 2025-09-07T06:38:50.7210370Z >>> # Example with subset of parameters 2025-09-07T06:38:50.7210450Z >>> params_to_opt = [list(net.parameters())[0]] 2025-09-07T06:38:50.7210510Z >>> net._register_fused_optim( 2025-09-07T06:38:50.7210650Z ... torch.optim.Adam, lr, optim_params=params_to_opt, betas=betas, eps=eps 2025-09-07T06:38:50.7210690Z ... ) 2025-09-07T06:38:50.7210730Z 2025-09-07T06:38:50.7210880Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7210920Z 2025-09-07T06:38:50.7210970Z warnings.warn(msg) 2025-09-07T06:38:50.7211010Z 2025-09-07T06:38:50.7211110Z --- Parse Warning: 34 / 146 --- 2025-09-07T06:38:50.7211820Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_parametrization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/parametrize.py line=424. 2025-09-07T06:38:50.7211980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7212070Z Register a parametrization to a tensor in a module. 2025-09-07T06:38:50.7212110Z 2025-09-07T06:38:50.7212280Z Assume that ``tensor_name="weight"`` for simplicity. When accessing ``module.weight``, 2025-09-07T06:38:50.7212450Z the module will return the parametrized version ``parametrization(module.weight)``. 2025-09-07T06:38:50.7212720Z If the original tensor requires a gradient, the backward pass will differentiate 2025-09-07T06:38:50.7212890Z through :attr:`parametrization`, and the optimizer will update the tensor accordingly. 2025-09-07T06:38:50.7212930Z 2025-09-07T06:38:50.7213120Z The first time that a module registers a parametrization, this function will add an attribute 2025-09-07T06:38:50.7213270Z ``parametrizations`` to the module of type :class:`~ParametrizationList`. 2025-09-07T06:38:50.7213310Z 2025-09-07T06:38:50.7213460Z The list of parametrizations on the tensor ``weight`` will be accessible under 2025-09-07T06:38:50.7213540Z ``module.parametrizations.weight``. 2025-09-07T06:38:50.7213580Z 2025-09-07T06:38:50.7213660Z The original tensor will be accessible under 2025-09-07T06:38:50.7213750Z ``module.parametrizations.weight.original``. 2025-09-07T06:38:50.7213790Z 2025-09-07T06:38:50.7213950Z Parametrizations may be concatenated by registering several parametrizations 2025-09-07T06:38:50.7214000Z on the same attribute. 2025-09-07T06:38:50.7214040Z 2025-09-07T06:38:50.7214190Z The training mode of a registered parametrization is updated on registration 2025-09-07T06:38:50.7214270Z to match the training mode of the host module 2025-09-07T06:38:50.7214330Z 2025-09-07T06:38:50.7214520Z Parametrized parameters and buffers have an inbuilt caching system that can be activated 2025-09-07T06:38:50.7214590Z using the context manager :func:`cached`. 2025-09-07T06:38:50.7214630Z 2025-09-07T06:38:50.7214780Z A :attr:`parametrization` may optionally implement a method with signature 2025-09-07T06:38:50.7214830Z 2025-09-07T06:38:50.7214890Z .. code-block:: python 2025-09-07T06:38:50.7214930Z 2025-09-07T06:38:50.7215060Z def right_inverse(self, X: Tensor) -> Union[Tensor, Sequence[Tensor]] 2025-09-07T06:38:50.7215100Z 2025-09-07T06:38:50.7215260Z This method is called on the unparametrized tensor when the first parametrization 2025-09-07T06:38:50.7215390Z is registered to compute the initial value of the original tensor. 2025-09-07T06:38:50.7215570Z If this method is not implemented, the original tensor will be just the unparametrized tensor. 2025-09-07T06:38:50.7215610Z 2025-09-07T06:38:50.7215800Z If all the parametrizations registered on a tensor implement `right_inverse` it is possible 2025-09-07T06:38:50.7215970Z to initialize a parametrized tensor by assigning to it, as shown in the example below. 2025-09-07T06:38:50.7216010Z 2025-09-07T06:38:50.7216150Z It is possible for the first parametrization to depend on several inputs. 2025-09-07T06:38:50.7216290Z This may be implemented returning a tuple of tensors from ``right_inverse`` 2025-09-07T06:38:50.7216440Z (see the example implementation of a ``RankOne`` parametrization below). 2025-09-07T06:38:50.7216480Z 2025-09-07T06:38:50.7216680Z In this case, the unconstrained tensors are also located under ``module.parametrizations.weight`` 2025-09-07T06:38:50.7216750Z with names ``original0``, ``original1``,... 2025-09-07T06:38:50.7216850Z 2025-09-07T06:38:50.7216890Z .. note:: 2025-09-07T06:38:50.7216930Z 2025-09-07T06:38:50.7217090Z If unsafe=False (default) both the forward and right_inverse methods will be called 2025-09-07T06:38:50.7217180Z once to perform a number of consistency checks. 2025-09-07T06:38:50.7217340Z If unsafe=True, then right_inverse will be called if the tensor is not parametrized, 2025-09-07T06:38:50.7217410Z and nothing will be called otherwise. 2025-09-07T06:38:50.7217460Z 2025-09-07T06:38:50.7217500Z .. note:: 2025-09-07T06:38:50.7217540Z 2025-09-07T06:38:50.7217660Z In most situations, ``right_inverse`` will be a function such that 2025-09-07T06:38:50.7217760Z ``forward(right_inverse(X)) == X`` (see 2025-09-07T06:38:50.7217930Z `right inverse `_). 2025-09-07T06:38:50.7218080Z Sometimes, when the parametrization is not surjective, it may be reasonable 2025-09-07T06:38:50.7218130Z to relax this. 2025-09-07T06:38:50.7218170Z 2025-09-07T06:38:50.7218220Z .. warning:: 2025-09-07T06:38:50.7218260Z 2025-09-07T06:38:50.7218420Z If a parametrization depends on several inputs, :func:`~register_parametrization` 2025-09-07T06:38:50.7218580Z will register a number of new parameters. If such parametrization is registered 2025-09-07T06:38:50.7218740Z after the optimizer is created, these new parameters will need to be added manually 2025-09-07T06:38:50.7218860Z to the optimizer. See :meth:`torch.Optimizer.add_param_group`. 2025-09-07T06:38:50.7218900Z 2025-09-07T06:38:50.7218940Z Args: 2025-09-07T06:38:50.7219080Z module (nn.Module): module on which to register the parametrization 2025-09-07T06:38:50.7219210Z tensor_name (str): name of the parameter or buffer on which to register 2025-09-07T06:38:50.7219270Z the parametrization 2025-09-07T06:38:50.7219390Z parametrization (nn.Module): the parametrization to register 2025-09-07T06:38:50.7219460Z Keyword args: 2025-09-07T06:38:50.7219590Z unsafe (bool): a boolean flag that denotes whether the parametrization 2025-09-07T06:38:50.7219710Z may change the dtype and shape of the tensor. Default: `False` 2025-09-07T06:38:50.7219890Z Warning: the parametrization is not checked for consistency upon registration. 2025-09-07T06:38:50.7219970Z Enable this flag at your own risk. 2025-09-07T06:38:50.7220010Z 2025-09-07T06:38:50.7220050Z Raises: 2025-09-07T06:38:50.7220220Z ValueError: if the module does not have a parameter or a buffer named :attr:`tensor_name` 2025-09-07T06:38:50.7220260Z 2025-09-07T06:38:50.7220300Z Examples: 2025-09-07T06:38:50.7220390Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-09-07T06:38:50.7220450Z >>> import torch 2025-09-07T06:38:50.7220510Z >>> import torch.nn as nn 2025-09-07T06:38:50.7220590Z >>> import torch.nn.utils.parametrize as P 2025-09-07T06:38:50.7220630Z >>> 2025-09-07T06:38:50.7220700Z >>> class Symmetric(nn.Module): 2025-09-07T06:38:50.7220750Z >>> def forward(self, X): 2025-09-07T06:38:50.7220870Z >>> return X.triu() + X.triu(1).T # Return a symmetric matrix 2025-09-07T06:38:50.7220910Z >>> 2025-09-07T06:38:50.7220980Z >>> def right_inverse(self, A): 2025-09-07T06:38:50.7221030Z >>> return A.triu() 2025-09-07T06:38:50.7221070Z >>> 2025-09-07T06:38:50.7221120Z >>> m = nn.Linear(5, 5) 2025-09-07T06:38:50.7221230Z >>> P.register_parametrization(m, "weight", Symmetric()) 2025-09-07T06:38:50.7221370Z >>> print(torch.allclose(m.weight, m.weight.T)) # m.weight is now symmetric 2025-09-07T06:38:50.7221440Z True 2025-09-07T06:38:50.7221490Z >>> A = torch.rand(5, 5) 2025-09-07T06:38:50.7221560Z >>> A = A + A.T # A is now symmetric 2025-09-07T06:38:50.7221690Z >>> m.weight = A # Initialize the weight to be the symmetric matrix A 2025-09-07T06:38:50.7221760Z >>> print(torch.allclose(m.weight, A)) 2025-09-07T06:38:50.7221800Z True 2025-09-07T06:38:50.7221840Z 2025-09-07T06:38:50.7221900Z >>> class RankOne(nn.Module): 2025-09-07T06:38:50.7221960Z >>> def forward(self, x, y): 2025-09-07T06:38:50.7222050Z >>> # Form a rank 1 matrix multiplying two vectors 2025-09-07T06:38:50.7222130Z >>> return x.unsqueeze(-1) @ y.unsqueeze(-2) 2025-09-07T06:38:50.7222190Z >>> 2025-09-07T06:38:50.7222260Z >>> def right_inverse(self, Z): 2025-09-07T06:38:50.7222340Z >>> # Project Z onto the rank 1 matrices 2025-09-07T06:38:50.7222430Z >>> U, S, Vh = torch.linalg.svd(Z, full_matrices=False) 2025-09-07T06:38:50.7222500Z >>> # Return rescaled singular vectors 2025-09-07T06:38:50.7222580Z >>> s0_sqrt = S[0].sqrt().unsqueeze(-1) 2025-09-07T06:38:50.7222670Z >>> return U[..., :, 0] * s0_sqrt, Vh[..., 0, :] * s0_sqrt 2025-09-07T06:38:50.7222720Z >>> 2025-09-07T06:38:50.7222810Z >>> linear_rank_one = P.register_parametrization( 2025-09-07T06:38:50.7222880Z ... nn.Linear(4, 4), "weight", RankOne() 2025-09-07T06:38:50.7222920Z ... ) 2025-09-07T06:38:50.7223050Z >>> print(torch.linalg.matrix_rank(linear_rank_one.weight).item()) 2025-09-07T06:38:50.7223090Z 1 2025-09-07T06:38:50.7223130Z 2025-09-07T06:38:50.7223170Z 2025-09-07T06:38:50.7223320Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7223360Z 2025-09-07T06:38:50.7223410Z warnings.warn(msg) 2025-09-07T06:38:50.7223450Z 2025-09-07T06:38:50.7223550Z --- Parse Warning: 35 / 146 --- 2025-09-07T06:38:50.7224300Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=convert_conv2d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=14. 2025-09-07T06:38:50.7224470Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7224610Z Convert ``memory_format`` of ``nn.Conv2d.weight`` to ``memory_format``. 2025-09-07T06:38:50.7224650Z 2025-09-07T06:38:50.7224810Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-09-07T06:38:50.7224980Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-09-07T06:38:50.7225130Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-09-07T06:38:50.7225310Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-09-07T06:38:50.7225360Z 2025-09-07T06:38:50.7225400Z .. note:: 2025-09-07T06:38:50.7225550Z Calling ``model.to(memory_format=torch.channels_last)`` is more aggressive 2025-09-07T06:38:50.7225680Z than the utility function ``convert_conv2d_weight_memory_format``. Any 2025-09-07T06:38:50.7225810Z layer with 4d weight will be affected by ``model.to``, which does not 2025-09-07T06:38:50.7225940Z necessarily benefit from conversion to specified ``memory_format``. 2025-09-07T06:38:50.7226080Z One place we are confident in is that NHWC(channels_last) conversion for 2025-09-07T06:38:50.7226210Z convolution in cuDNN, as it is beneficial to run convolution in NHWC, 2025-09-07T06:38:50.7226330Z even in cases where we have to apply permutation to input tensors. 2025-09-07T06:38:50.7226390Z 2025-09-07T06:38:50.7226520Z Hence our strategy here is to convert only the weight of convolution to 2025-09-07T06:38:50.7226600Z channels_last. This ensures that; 2025-09-07T06:38:50.7226730Z 1. Fast convolution kernels will be used, the benefit of which could 2025-09-07T06:38:50.7226870Z outweigh overhead of permutation (if input is not in the same format). 2025-09-07T06:38:50.7227010Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-09-07T06:38:50.7227070Z from memory_format conversion. 2025-09-07T06:38:50.7227110Z 2025-09-07T06:38:50.7227240Z The optimal case is that, layers between convolution layers are channels 2025-09-07T06:38:50.7227400Z last compatible. Input tensor would be permuted to channels last when it 2025-09-07T06:38:50.7227540Z encounters the first convolution layer and stay in that memory format. 2025-09-07T06:38:50.7227680Z Hence following convolutions will not need to permute its input tensor. 2025-09-07T06:38:50.7227730Z 2025-09-07T06:38:50.7227860Z In case where a channels last incompatible layer is between convolution 2025-09-07T06:38:50.7227990Z layers, we need to permute the input tensor back to contiguous format 2025-09-07T06:38:50.7228120Z for that layer. The input tensor will go through the remaining layers in 2025-09-07T06:38:50.7228250Z contiguous format and be permuted to channels last when it encounters 2025-09-07T06:38:50.7228380Z another convolution layer. There's no point in propagating that 2025-09-07T06:38:50.7228510Z permutation to an earlier layer, as most layers are quite agnostic to 2025-09-07T06:38:50.7228560Z ``memory_format``. 2025-09-07T06:38:50.7228600Z 2025-09-07T06:38:50.7228740Z This claim might change when PyTorch supports fusion of permutation, as 2025-09-07T06:38:50.7228870Z there might have been a better spot to fuse the permutation other than 2025-09-07T06:38:50.7228970Z immediately before a convolution. 2025-09-07T06:38:50.7229010Z 2025-09-07T06:38:50.7229050Z Args: 2025-09-07T06:38:50.7229180Z module (nn.Module): ``nn.Conv2d`` & ``nn.ConvTranspose2d`` or container 2025-09-07T06:38:50.7229240Z ``nn.Module`` 2025-09-07T06:38:50.7229350Z memory_format: user specified ``memory_format``, 2025-09-07T06:38:50.7229460Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-09-07T06:38:50.7229500Z 2025-09-07T06:38:50.7229550Z Returns: 2025-09-07T06:38:50.7229630Z The original module with updated ``nn.Conv2d`` 2025-09-07T06:38:50.7229670Z 2025-09-07T06:38:50.7229710Z Example: 2025-09-07T06:38:50.7229800Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:50.7229890Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-09-07T06:38:50.7229950Z >>> input = torch.randint( 2025-09-07T06:38:50.7230050Z ... 1, 10, (2, 8, 4, 4), dtype=torch.float16, device="cuda" 2025-09-07T06:38:50.7230090Z ... ) 2025-09-07T06:38:50.7230150Z >>> model = nn.Sequential( 2025-09-07T06:38:50.7230220Z >>> nn.Conv2d(8, 4, 3)).cuda().half() 2025-09-07T06:38:50.7230280Z >>> # This is identical to: 2025-09-07T06:38:50.7230420Z >>> # nn.utils.convert_conv2d_weight_memory_format(model, torch.channels_last) 2025-09-07T06:38:50.7230530Z >>> model = nn.utils.convert_conv2d_weight_memory_format( 2025-09-07T06:38:50.7230590Z ... model, torch.channels_last 2025-09-07T06:38:50.7230640Z ... ) 2025-09-07T06:38:50.7230690Z >>> out = model(input) 2025-09-07T06:38:50.7230730Z 2025-09-07T06:38:50.7230880Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7230940Z 2025-09-07T06:38:50.7230990Z warnings.warn(msg) 2025-09-07T06:38:50.7231030Z 2025-09-07T06:38:50.7231130Z --- Parse Warning: 36 / 146 --- 2025-09-07T06:38:50.7231850Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=convert_conv3d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=93. 2025-09-07T06:38:50.7232000Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7232130Z Convert ``memory_format`` of ``nn.Conv3d.weight`` to ``memory_format`` 2025-09-07T06:38:50.7232320Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-09-07T06:38:50.7232480Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-09-07T06:38:50.7232630Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-09-07T06:38:50.7232820Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-09-07T06:38:50.7232860Z 2025-09-07T06:38:50.7232900Z .. note:: 2025-09-07T06:38:50.7233050Z Calling ``model.to(memory_format=torch.channels_last_3d)`` is more aggressive 2025-09-07T06:38:50.7233190Z than the utility function ``convert_conv3d_weight_memory_format``. Any 2025-09-07T06:38:50.7233310Z layer with 4d weight will be affected by ``model.to``, which does not 2025-09-07T06:38:50.7233450Z necessarily benefit from conversion to specified ``memory_format``. 2025-09-07T06:38:50.7233590Z One place we are confident in is that NDHWC(channels_last_3d) conversion for 2025-09-07T06:38:50.7233720Z convolution in cuDNN, as it is beneficial to run convolution in NDHWC, 2025-09-07T06:38:50.7233850Z even in cases where we have to apply permutation to input tensors. 2025-09-07T06:38:50.7233910Z 2025-09-07T06:38:50.7234040Z Hence our strategy here is to convert only the weight of convolution to 2025-09-07T06:38:50.7236900Z channels_last_3d. This ensures that; 2025-09-07T06:38:50.7237040Z 1. Fast convolution kernels will be used, the benefit of which could 2025-09-07T06:38:50.7237250Z outweigh overhead of permutation (if input is not in the same format). 2025-09-07T06:38:50.7237400Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-09-07T06:38:50.7237460Z from memory_format conversion. 2025-09-07T06:38:50.7237500Z 2025-09-07T06:38:50.7237640Z The optimal case is that, layers between convolution layers are channels 2025-09-07T06:38:50.7237780Z last compatible. Input tensor would be permuted to channels last when it 2025-09-07T06:38:50.7237920Z encounters the first convolution layer and stay in that memory format. 2025-09-07T06:38:50.7238060Z Hence following convolutions will not need to permute its input tensor. 2025-09-07T06:38:50.7238100Z 2025-09-07T06:38:50.7238230Z In case where a channels last incompatible layer is between convolution 2025-09-07T06:38:50.7238360Z layers, we need to permute the input tensor back to contiguous format 2025-09-07T06:38:50.7238490Z for that layer. The input tensor will go through the remaining layers in 2025-09-07T06:38:50.7238630Z contiguous format and be permuted to channels last when it encounters 2025-09-07T06:38:50.7238750Z another convolution layer. There's no point in propagating that 2025-09-07T06:38:50.7238880Z permutation to an earlier layer, as most layers are quite agnostic to 2025-09-07T06:38:50.7238940Z ``memory_format``. 2025-09-07T06:38:50.7238980Z 2025-09-07T06:38:50.7239150Z This claim might change when PyTorch supports fusion of permutation, as 2025-09-07T06:38:50.7239280Z there might have been a better spot to fuse the permutation other than 2025-09-07T06:38:50.7239350Z immediately before a convolution. 2025-09-07T06:38:50.7239390Z 2025-09-07T06:38:50.7239430Z Args: 2025-09-07T06:38:50.7239560Z module (nn.Module): ``nn.Conv3d`` & ``nn.ConvTranspose3d`` or container 2025-09-07T06:38:50.7239630Z ``nn.Module`` 2025-09-07T06:38:50.7239720Z memory_format: user specified ``memory_format``, 2025-09-07T06:38:50.7239830Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-09-07T06:38:50.7239870Z 2025-09-07T06:38:50.7239940Z Returns: 2025-09-07T06:38:50.7240030Z The original module with updated ``nn.Conv3d`` 2025-09-07T06:38:50.7240070Z 2025-09-07T06:38:50.7240110Z Example: 2025-09-07T06:38:50.7240200Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:50.7240290Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-09-07T06:38:50.7240350Z >>> input = torch.randint( 2025-09-07T06:38:50.7240450Z ... 1, 10, (2, 8, 4, 4, 4), dtype=torch.float16, device="cuda" 2025-09-07T06:38:50.7240490Z ... ) 2025-09-07T06:38:50.7240550Z >>> model = nn.Sequential( 2025-09-07T06:38:50.7240620Z >>> nn.Conv3d(8, 4, 3)).cuda().half() 2025-09-07T06:38:50.7240670Z >>> # This is identical to: 2025-09-07T06:38:50.7240830Z >>> # nn.utils.convert_conv3d_weight_memory_format(model, torch.channels_last_3d) 2025-09-07T06:38:50.7240930Z >>> model = nn.utils.convert_conv3d_weight_memory_format( 2025-09-07T06:38:50.7241000Z ... model, torch.channels_last_3d 2025-09-07T06:38:50.7241040Z ... ) 2025-09-07T06:38:50.7241090Z >>> out = model(input) 2025-09-07T06:38:50.7241140Z 2025-09-07T06:38:50.7241290Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7241350Z 2025-09-07T06:38:50.7241400Z warnings.warn(msg) 2025-09-07T06:38:50.7241440Z 2025-09-07T06:38:50.7241550Z --- Parse Warning: 37 / 146 --- 2025-09-07T06:38:50.7242230Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ln_structured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py line=979. 2025-09-07T06:38:50.7242390Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7242570Z Prune tensor by removing channels with the lowest L\ ``n``-norm along the specified dimension. 2025-09-07T06:38:50.7242610Z 2025-09-07T06:38:50.7242750Z Prunes tensor corresponding to parameter called ``name`` in ``module`` 2025-09-07T06:38:50.7242890Z by removing the specified ``amount`` of (currently unpruned) channels 2025-09-07T06:38:50.7242990Z along the specified ``dim`` with the lowest L\ ``n``-norm. 2025-09-07T06:38:50.7243110Z Modifies module in place (and also return the modified module) 2025-09-07T06:38:50.7243150Z by: 2025-09-07T06:38:50.7243190Z 2025-09-07T06:38:50.7243320Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-09-07T06:38:50.7243450Z binary mask applied to the parameter ``name`` by the pruning method. 2025-09-07T06:38:50.7243580Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-09-07T06:38:50.7243710Z original (unpruned) parameter is stored in a new parameter named 2025-09-07T06:38:50.7243760Z ``name+'_orig'``. 2025-09-07T06:38:50.7243810Z 2025-09-07T06:38:50.7243850Z Args: 2025-09-07T06:38:50.7243960Z module (nn.Module): module containing the tensor to prune 2025-09-07T06:38:50.7244120Z name (str): parameter name within ``module`` on which pruning 2025-09-07T06:38:50.7244170Z will act. 2025-09-07T06:38:50.7244280Z amount (int or float): quantity of parameters to prune. 2025-09-07T06:38:50.7244390Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-09-07T06:38:50.7244520Z fraction of parameters to prune. If ``int``, it represents the 2025-09-07T06:38:50.7244610Z absolute number of parameters to prune. 2025-09-07T06:38:50.7244730Z n (int, float, inf, -inf, 'fro', 'nuc'): See documentation of valid 2025-09-07T06:38:50.7244830Z entries for argument ``p`` in :func:`torch.norm`. 2025-09-07T06:38:50.7244980Z dim (int): index of the dim along which we define channels to prune. 2025-09-07T06:38:50.7245130Z importance_scores (torch.Tensor): tensor of importance scores (of same 2025-09-07T06:38:50.7245250Z shape as module parameter) used to compute mask for pruning. 2025-09-07T06:38:50.7245390Z The values in this tensor indicate the importance of the corresponding 2025-09-07T06:38:50.7245470Z elements in the parameter being pruned. 2025-09-07T06:38:50.7245620Z If unspecified or None, the module parameter will be used in its place. 2025-09-07T06:38:50.7245660Z 2025-09-07T06:38:50.7245700Z Returns: 2025-09-07T06:38:50.7245840Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-09-07T06:38:50.7245880Z 2025-09-07T06:38:50.7245930Z Examples: 2025-09-07T06:38:50.7246000Z >>> from torch.nn.utils import prune 2025-09-07T06:38:50.7246060Z >>> m = prune.ln_structured( 2025-09-07T06:38:50.7246180Z ... nn.Conv2d(5, 3, 2), "weight", amount=0.3, dim=1, n=float("-inf") 2025-09-07T06:38:50.7246220Z ... ) 2025-09-07T06:38:50.7246270Z 2025-09-07T06:38:50.7246420Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7246520Z 2025-09-07T06:38:50.7246570Z warnings.warn(msg) 2025-09-07T06:38:50.7246610Z 2025-09-07T06:38:50.7246710Z --- Parse Warning: 38 / 146 --- 2025-09-07T06:38:50.7247390Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=global_unstructured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1026. 2025-09-07T06:38:50.7247550Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7247590Z 2025-09-07T06:38:50.7247850Z Globally prunes tensors corresponding to all parameters in ``parameters`` by applying the specified ``pruning_method``. 2025-09-07T06:38:50.7247890Z 2025-09-07T06:38:50.7247950Z Modifies modules in place by: 2025-09-07T06:38:50.7247990Z 2025-09-07T06:38:50.7248120Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-09-07T06:38:50.7248250Z binary mask applied to the parameter ``name`` by the pruning method. 2025-09-07T06:38:50.7248380Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-09-07T06:38:50.7248500Z original (unpruned) parameter is stored in a new parameter named 2025-09-07T06:38:50.7248550Z ``name+'_orig'``. 2025-09-07T06:38:50.7248590Z 2025-09-07T06:38:50.7248630Z Args: 2025-09-07T06:38:50.7248750Z parameters (Iterable of (module, name) tuples): parameters of 2025-09-07T06:38:50.7248870Z the model to prune in a global fashion, i.e. by aggregating all 2025-09-07T06:38:50.7249000Z weights prior to deciding which ones to prune. module must be of 2025-09-07T06:38:50.7249090Z type :class:`nn.Module`, and name must be a string. 2025-09-07T06:38:50.7249250Z pruning_method (function): a valid pruning function from this module, 2025-09-07T06:38:50.7249360Z or a custom one implemented by the user that satisfies the 2025-09-07T06:38:50.7249500Z implementation guidelines and has ``PRUNING_TYPE='unstructured'``. 2025-09-07T06:38:50.7249630Z importance_scores (dict): a dictionary mapping (module, name) tuples to 2025-09-07T06:38:50.7249770Z the corresponding parameter's importance scores tensor. The tensor 2025-09-07T06:38:50.7249890Z should be the same shape as the parameter, and is used for computing 2025-09-07T06:38:50.7249950Z mask for pruning. 2025-09-07T06:38:50.7250070Z If unspecified or None, the parameter will be used in place of its 2025-09-07T06:38:50.7250150Z importance scores. 2025-09-07T06:38:50.7250220Z kwargs: other keyword arguments such as: 2025-09-07T06:38:50.7250350Z amount (int or float): quantity of parameters to prune across the 2025-09-07T06:38:50.7250400Z specified parameters. 2025-09-07T06:38:50.7250510Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-09-07T06:38:50.7250630Z fraction of parameters to prune. If ``int``, it represents the 2025-09-07T06:38:50.7250710Z absolute number of parameters to prune. 2025-09-07T06:38:50.7250750Z 2025-09-07T06:38:50.7250790Z Raises: 2025-09-07T06:38:50.7250880Z TypeError: if ``PRUNING_TYPE != 'unstructured'`` 2025-09-07T06:38:50.7250920Z 2025-09-07T06:38:50.7250960Z Note: 2025-09-07T06:38:50.7251090Z Since global structured pruning doesn't make much sense unless the 2025-09-07T06:38:50.7251210Z norm is normalized by the size of the parameter, we now limit the 2025-09-07T06:38:50.7251300Z scope of global pruning to unstructured methods. 2025-09-07T06:38:50.7251340Z 2025-09-07T06:38:50.7251380Z Examples: 2025-09-07T06:38:50.7251450Z >>> from torch.nn.utils import prune 2025-09-07T06:38:50.7251520Z >>> from collections import OrderedDict 2025-09-07T06:38:50.7251580Z >>> net = nn.Sequential( 2025-09-07T06:38:50.7251650Z ... OrderedDict( 2025-09-07T06:38:50.7251700Z ... [ 2025-09-07T06:38:50.7251770Z ... ("first", nn.Linear(10, 4)), 2025-09-07T06:38:50.7251840Z ... ("second", nn.Linear(4, 1)), 2025-09-07T06:38:50.7251880Z ... ] 2025-09-07T06:38:50.7251920Z ... ) 2025-09-07T06:38:50.7251980Z ... ) 2025-09-07T06:38:50.7252040Z >>> parameters_to_prune = ( 2025-09-07T06:38:50.7252100Z ... (net.first, "weight"), 2025-09-07T06:38:50.7252160Z ... (net.second, "weight"), 2025-09-07T06:38:50.7252200Z ... ) 2025-09-07T06:38:50.7252260Z >>> prune.global_unstructured( 2025-09-07T06:38:50.7252320Z ... parameters_to_prune, 2025-09-07T06:38:50.7252400Z ... pruning_method=prune.L1Unstructured, 2025-09-07T06:38:50.7252450Z ... amount=10, 2025-09-07T06:38:50.7252490Z ... ) 2025-09-07T06:38:50.7252620Z >>> print(sum(torch.nn.utils.parameters_to_vector(net.buffers()) == 0)) 2025-09-07T06:38:50.7252670Z tensor(10) 2025-09-07T06:38:50.7252710Z 2025-09-07T06:38:50.7252750Z 2025-09-07T06:38:50.7252900Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7252940Z 2025-09-07T06:38:50.7252990Z warnings.warn(msg) 2025-09-07T06:38:50.7253030Z 2025-09-07T06:38:50.7253130Z --- Parse Warning: 39 / 146 --- 2025-09-07T06:38:50.7253780Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=custom_from_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1149. 2025-09-07T06:38:50.7253940Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7254190Z Prune tensor corresponding to parameter called ``name`` in ``module`` by applying the pre-computed mask in ``mask``. 2025-09-07T06:38:50.7254230Z 2025-09-07T06:38:50.7254360Z Modifies module in place (and also return the modified module) by: 2025-09-07T06:38:50.7254400Z 2025-09-07T06:38:50.7254530Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-09-07T06:38:50.7254660Z binary mask applied to the parameter ``name`` by the pruning method. 2025-09-07T06:38:50.7254780Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-09-07T06:38:50.7254910Z original (unpruned) parameter is stored in a new parameter named 2025-09-07T06:38:50.7254980Z ``name+'_orig'``. 2025-09-07T06:38:50.7255020Z 2025-09-07T06:38:50.7255060Z Args: 2025-09-07T06:38:50.7255170Z module (nn.Module): module containing the tensor to prune 2025-09-07T06:38:50.7255280Z name (str): parameter name within ``module`` on which pruning 2025-09-07T06:38:50.7255330Z will act. 2025-09-07T06:38:50.7255440Z mask (Tensor): binary mask to be applied to the parameter. 2025-09-07T06:38:50.7255480Z 2025-09-07T06:38:50.7255520Z Returns: 2025-09-07T06:38:50.7255660Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-09-07T06:38:50.7255690Z 2025-09-07T06:38:50.7255740Z Examples: 2025-09-07T06:38:50.7255810Z >>> from torch.nn.utils import prune 2025-09-07T06:38:50.7255870Z >>> m = prune.custom_from_mask( 2025-09-07T06:38:50.7255980Z ... nn.Linear(5, 3), name="bias", mask=torch.tensor([0, 1, 0]) 2025-09-07T06:38:50.7256020Z ... ) 2025-09-07T06:38:50.7256070Z >>> print(m.bias_mask) 2025-09-07T06:38:50.7256120Z tensor([0., 1., 0.]) 2025-09-07T06:38:50.7256160Z 2025-09-07T06:38:50.7256200Z 2025-09-07T06:38:50.7256360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7256420Z 2025-09-07T06:38:50.7256470Z warnings.warn(msg) 2025-09-07T06:38:50.7256510Z 2025-09-07T06:38:50.7256610Z --- Parse Warning: 40 / 146 --- 2025-09-07T06:38:50.7257280Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=pad_packed_sequence in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/rnn.py line=350. 2025-09-07T06:38:50.7257430Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7257520Z Pad a packed batch of variable length sequences. 2025-09-07T06:38:50.7257560Z 2025-09-07T06:38:50.7257670Z It is an inverse operation to :func:`pack_padded_sequence`. 2025-09-07T06:38:50.7257710Z 2025-09-07T06:38:50.7257890Z The returned Tensor's data will be of size ``T x B x *`` (if :attr:`batch_first` is ``False``) 2025-09-07T06:38:50.7258040Z or ``B x T x *`` (if :attr:`batch_first` is ``True``) , where ``T`` is the length of the longest 2025-09-07T06:38:50.7258110Z sequence and ``B`` is the batch size. 2025-09-07T06:38:50.7258150Z 2025-09-07T06:38:50.7258190Z Example: 2025-09-07T06:38:50.7258330Z >>> from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 2025-09-07T06:38:50.7258430Z >>> seq = torch.tensor([[1, 2, 0], [3, 0, 0], [4, 5, 6]]) 2025-09-07T06:38:50.7258480Z >>> lens = [2, 1, 3] 2025-09-07T06:38:50.7258550Z >>> packed = pack_padded_sequence( 2025-09-07T06:38:50.7258640Z ... seq, lens, batch_first=True, enforce_sorted=False 2025-09-07T06:38:50.7258690Z ... ) 2025-09-07T06:38:50.7258730Z >>> packed 2025-09-07T06:38:50.7258870Z PackedSequence(data=tensor([4, 1, 3, 5, 2, 6]), batch_sizes=tensor([3, 2, 1]), 2025-09-07T06:38:50.7259040Z sorted_indices=tensor([2, 0, 1]), unsorted_indices=tensor([1, 2, 0])) 2025-09-07T06:38:50.7259200Z >>> seq_unpacked, lens_unpacked = pad_packed_sequence(packed, batch_first=True) 2025-09-07T06:38:50.7259250Z >>> seq_unpacked 2025-09-07T06:38:50.7259300Z tensor([[1, 2, 0], 2025-09-07T06:38:50.7259350Z [3, 0, 0], 2025-09-07T06:38:50.7259400Z [4, 5, 6]]) 2025-09-07T06:38:50.7259450Z >>> lens_unpacked 2025-09-07T06:38:50.7259500Z tensor([2, 1, 3]) 2025-09-07T06:38:50.7259540Z 2025-09-07T06:38:50.7259590Z .. note:: 2025-09-07T06:38:50.7259670Z :attr:`total_length` is useful to implement the 2025-09-07T06:38:50.7259840Z ``pack sequence -> recurrent network -> unpack sequence`` pattern in a 2025-09-07T06:38:50.7259970Z :class:`~torch.nn.Module` wrapped in :class:`~torch.nn.DataParallel`. 2025-09-07T06:38:50.7260120Z See :ref:`this FAQ section ` for 2025-09-07T06:38:50.7260160Z details. 2025-09-07T06:38:50.7260200Z 2025-09-07T06:38:50.7260240Z Args: 2025-09-07T06:38:50.7260330Z sequence (PackedSequence): batch to pad 2025-09-07T06:38:50.7260470Z batch_first (bool, optional): if ``True``, the output will be in ``B x T x *`` 2025-09-07T06:38:50.7260540Z format, ``T x B x *`` otherwise. 2025-09-07T06:38:50.7260650Z padding_value (float, optional): values for padded elements. 2025-09-07T06:38:50.7260790Z total_length (int, optional): if not ``None``, the output will be padded to 2025-09-07T06:38:50.7260940Z have length :attr:`total_length`. This method will throw :class:`ValueError` 2025-09-07T06:38:50.7261060Z if :attr:`total_length` is less than the max sequence length in 2025-09-07T06:38:50.7261110Z :attr:`sequence`. 2025-09-07T06:38:50.7261160Z 2025-09-07T06:38:50.7261200Z Returns: 2025-09-07T06:38:50.7261330Z Tuple of Tensor containing the padded sequence, and a Tensor 2025-09-07T06:38:50.7261450Z containing the list of lengths of each sequence in the batch. 2025-09-07T06:38:50.7261590Z Batch elements will be re-ordered as they were ordered originally when 2025-09-07T06:38:50.7261720Z the batch was passed to ``pack_padded_sequence`` or ``pack_sequence``. 2025-09-07T06:38:50.7261780Z 2025-09-07T06:38:50.7261940Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7261980Z 2025-09-07T06:38:50.7262030Z warnings.warn(msg) 2025-09-07T06:38:50.7262070Z 2025-09-07T06:38:50.7262170Z --- Parse Warning: 41 / 146 --- 2025-09-07T06:38:50.7262820Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Unflatten in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/flatten.py line=66. 2025-09-07T06:38:50.7262970Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7263010Z 2025-09-07T06:38:50.7263200Z Unflattens a tensor dim expanding it to a desired shape. For use with :class:`~nn.Sequential`. 2025-09-07T06:38:50.7263240Z 2025-09-07T06:38:50.7263400Z * :attr:`dim` specifies the dimension of the input tensor to be unflattened, and it can 2025-09-07T06:38:50.7263540Z be either `int` or `str` when `Tensor` or `NamedTensor` is used, respectively. 2025-09-07T06:38:50.7263590Z 2025-09-07T06:38:50.7263770Z * :attr:`unflattened_size` is the new shape of the unflattened dimension of the tensor and it can be 2025-09-07T06:38:50.7263930Z a `tuple` of ints or a `list` of ints or `torch.Size` for `Tensor` input; a `NamedShape` 2025-09-07T06:38:50.7264050Z (tuple of `(name, size)` tuples) for `NamedTensor` input. 2025-09-07T06:38:50.7264100Z 2025-09-07T06:38:50.7264140Z Shape: 2025-09-07T06:38:50.7264280Z - Input: :math:`(*, S_{\text{dim}}, *)`, where :math:`S_{\text{dim}}` is the size at 2025-09-07T06:38:50.7264430Z dimension :attr:`dim` and :math:`*` means any number of dimensions including none. 2025-09-07T06:38:50.7264560Z - Output: :math:`(*, U_1, ..., U_n, *)`, where :math:`U` = :attr:`unflattened_size` and 2025-09-07T06:38:50.7264640Z :math:`\prod_{i=1}^n U_i = S_{\text{dim}}`. 2025-09-07T06:38:50.7264680Z 2025-09-07T06:38:50.7264730Z Args: 2025-09-07T06:38:50.7264810Z dim (Union[int, str]): Dimension to be unflattened 2025-09-07T06:38:50.7265050Z unflattened_size (Union[torch.Size, Tuple, List, NamedShape]): New shape of the unflattened dimension 2025-09-07T06:38:50.7265090Z 2025-09-07T06:38:50.7265130Z Examples: 2025-09-07T06:38:50.7265190Z >>> input = torch.randn(2, 50) 2025-09-07T06:38:50.7265250Z >>> # With tuple of ints 2025-09-07T06:38:50.7265300Z >>> m = nn.Sequential( 2025-09-07T06:38:50.7265350Z >>> nn.Linear(50, 50), 2025-09-07T06:38:50.7265410Z >>> nn.Unflatten(1, (2, 5, 5)) 2025-09-07T06:38:50.7265450Z >>> ) 2025-09-07T06:38:50.7265510Z >>> output = m(input) 2025-09-07T06:38:50.7265560Z >>> output.size() 2025-09-07T06:38:50.7265610Z torch.Size([2, 2, 5, 5]) 2025-09-07T06:38:50.7265660Z >>> # With torch.Size 2025-09-07T06:38:50.7265710Z >>> m = nn.Sequential( 2025-09-07T06:38:50.7265760Z >>> nn.Linear(50, 50), 2025-09-07T06:38:50.7265840Z >>> nn.Unflatten(1, torch.Size([2, 5, 5])) 2025-09-07T06:38:50.7265880Z >>> ) 2025-09-07T06:38:50.7265930Z >>> output = m(input) 2025-09-07T06:38:50.7265980Z >>> output.size() 2025-09-07T06:38:50.7266030Z torch.Size([2, 2, 5, 5]) 2025-09-07T06:38:50.7266100Z >>> # With namedshape (tuple of tuples) 2025-09-07T06:38:50.7266190Z >>> input = torch.randn(2, 50, names=("N", "features")) 2025-09-07T06:38:50.7266350Z >>> unflatten = nn.Unflatten("features", (("C", 2), ("H", 5), ("W", 5))) 2025-09-07T06:38:50.7266410Z >>> output = unflatten(input) 2025-09-07T06:38:50.7266460Z >>> output.size() 2025-09-07T06:38:50.7266510Z torch.Size([2, 2, 5, 5]) 2025-09-07T06:38:50.7266550Z 2025-09-07T06:38:50.7266720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7266760Z 2025-09-07T06:38:50.7266810Z warnings.warn(msg) 2025-09-07T06:38:50.7266850Z 2025-09-07T06:38:50.7266950Z --- Parse Warning: 42 / 146 --- 2025-09-07T06:38:50.7267620Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SyncBatchNorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=603. 2025-09-07T06:38:50.7267780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7267880Z Applies Batch Normalization over a N-Dimensional input. 2025-09-07T06:38:50.7267920Z 2025-09-07T06:38:50.7268130Z The N-D input is a mini-batch of [N-2]D inputs with additional channel dimension) as described in the paper 2025-09-07T06:38:50.7268270Z `Batch Normalization: Accelerating Deep Network Training by Reducing 2025-09-07T06:38:50.7268400Z Internal Covariate Shift `__ . 2025-09-07T06:38:50.7268440Z 2025-09-07T06:38:50.7268480Z .. math:: 2025-09-07T06:38:50.7268520Z 2025-09-07T06:38:50.7268660Z y = \frac{x - \mathrm{E}[x]}{ \sqrt{\mathrm{Var}[x] + \epsilon}} * \gamma + \beta 2025-09-07T06:38:50.7268700Z 2025-09-07T06:38:50.7268840Z The mean and standard-deviation are calculated per-dimension over all 2025-09-07T06:38:50.7269000Z mini-batches of the same process groups. :math:`\gamma` and :math:`\beta` 2025-09-07T06:38:50.7269150Z are learnable parameter vectors of size `C` (where `C` is the input size). 2025-09-07T06:38:50.7269260Z By default, the elements of :math:`\gamma` are sampled from 2025-09-07T06:38:50.7269380Z :math:`\mathcal{U}(0, 1)` and the elements of :math:`\beta` are set to 0. 2025-09-07T06:38:50.7269530Z The standard-deviation is calculated via the biased estimator, equivalent to 2025-09-07T06:38:50.7269600Z `torch.var(input, unbiased=False)`. 2025-09-07T06:38:50.7269640Z 2025-09-07T06:38:50.7269780Z Also by default, during training this layer keeps running estimates of its 2025-09-07T06:38:50.7269940Z computed mean and variance, which are then used for normalization during 2025-09-07T06:38:50.7270090Z evaluation. The running estimates are kept with a default :attr:`momentum` 2025-09-07T06:38:50.7270130Z of 0.1. 2025-09-07T06:38:50.7270170Z 2025-09-07T06:38:50.7270310Z If :attr:`track_running_stats` is set to ``False``, this layer then does not 2025-09-07T06:38:50.7270440Z keep running estimates, and batch statistics are instead used during 2025-09-07T06:38:50.7270500Z evaluation time as well. 2025-09-07T06:38:50.7270540Z 2025-09-07T06:38:50.7270580Z .. note:: 2025-09-07T06:38:50.7270710Z This :attr:`momentum` argument is different from one used in optimizer 2025-09-07T06:38:50.7270840Z classes and the conventional notion of momentum. Mathematically, the 2025-09-07T06:38:50.7270930Z update rule for running statistics here is 2025-09-07T06:38:50.7271090Z :math:`\hat{x}_\text{new} = (1 - \text{momentum}) \times \hat{x} + \text{momentum} \times x_t`, 2025-09-07T06:38:50.7271220Z where :math:`\hat{x}` is the estimated statistic and :math:`x_t` is the 2025-09-07T06:38:50.7271270Z new observed value. 2025-09-07T06:38:50.7271310Z 2025-09-07T06:38:50.7271490Z Because the Batch Normalization is done for each channel in the ``C`` dimension, computing 2025-09-07T06:38:50.7271660Z statistics on ``(N, +)`` slices, it's common terminology to call this Volumetric Batch 2025-09-07T06:38:50.7271770Z Normalization or Spatio-temporal Batch Normalization. 2025-09-07T06:38:50.7271810Z 2025-09-07T06:38:50.7271900Z Currently :class:`SyncBatchNorm` only supports 2025-09-07T06:38:50.7272110Z :class:`~torch.nn.DistributedDataParallel` (DDP) with single GPU per process. Use 2025-09-07T06:38:50.7272250Z :meth:`torch.nn.SyncBatchNorm.convert_sync_batchnorm()` to convert 2025-09-07T06:38:50.7272380Z :attr:`BatchNorm*D` layer to :class:`SyncBatchNorm` before wrapping 2025-09-07T06:38:50.7272430Z Network with DDP. 2025-09-07T06:38:50.7272470Z 2025-09-07T06:38:50.7272510Z Args: 2025-09-07T06:38:50.7272610Z num_features: :math:`C` from an expected input of size 2025-09-07T06:38:50.7272670Z :math:`(N, C, +)` 2025-09-07T06:38:50.7272780Z eps: a value added to the denominator for numerical stability. 2025-09-07T06:38:50.7272840Z Default: ``1e-5`` 2025-09-07T06:38:50.7272950Z momentum: the value used for the running_mean and running_var 2025-09-07T06:38:50.7273080Z computation. Can be set to ``None`` for cumulative moving average 2025-09-07T06:38:50.7273150Z (i.e. simple average). Default: 0.1 2025-09-07T06:38:50.7273280Z affine: a boolean value that when set to ``True``, this module has 2025-09-07T06:38:50.7273370Z learnable affine parameters. Default: ``True`` 2025-09-07T06:38:50.7273500Z track_running_stats: a boolean value that when set to ``True``, this 2025-09-07T06:38:50.7273640Z module tracks the running mean and variance, and when set to ``False``, 2025-09-07T06:38:50.7273790Z this module does not track such statistics, and initializes statistics 2025-09-07T06:38:50.7273920Z buffers :attr:`running_mean` and :attr:`running_var` as ``None``. 2025-09-07T06:38:50.7274060Z When these buffers are ``None``, this module always uses batch statistics. 2025-09-07T06:38:50.7274150Z in both training and eval modes. Default: ``True`` 2025-09-07T06:38:50.7274300Z process_group: synchronization of stats happen within each process group 2025-09-07T06:38:50.7274430Z individually. Default behavior is synchronization across the whole 2025-09-07T06:38:50.7274480Z world 2025-09-07T06:38:50.7274520Z 2025-09-07T06:38:50.7274560Z Shape: 2025-09-07T06:38:50.7274640Z - Input: :math:`(N, C, +)` 2025-09-07T06:38:50.7274730Z - Output: :math:`(N, C, +)` (same shape as input) 2025-09-07T06:38:50.7274770Z 2025-09-07T06:38:50.7274810Z .. note:: 2025-09-07T06:38:50.7274960Z Synchronization of batchnorm statistics occurs only while training, i.e. 2025-09-07T06:38:50.7275080Z synchronization is disabled when ``model.eval()`` is set or if 2025-09-07T06:38:50.7275160Z ``self.training`` is otherwise ``False``. 2025-09-07T06:38:50.7275200Z 2025-09-07T06:38:50.7275240Z Examples:: 2025-09-07T06:38:50.7275280Z 2025-09-07T06:38:50.7275340Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7275400Z >>> # With Learnable Parameters 2025-09-07T06:38:50.7275460Z >>> m = nn.SyncBatchNorm(100) 2025-09-07T06:38:50.7275540Z >>> # creating process group (optional) 2025-09-07T06:38:50.7275620Z >>> # ranks is a list of int identifying rank ids. 2025-09-07T06:38:50.7275680Z >>> ranks = list(range(8)) 2025-09-07T06:38:50.7275740Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-09-07T06:38:50.7275830Z >>> # Note: every rank calls into new_group for every 2025-09-07T06:38:50.7275930Z >>> # process group created, even if that rank is not 2025-09-07T06:38:50.7275980Z >>> # part of the group. 2025-09-07T06:38:50.7276160Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-09-07T06:38:50.7276280Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-09-07T06:38:50.7276350Z >>> # Without Learnable Parameters 2025-09-07T06:38:50.7276490Z >>> m = nn.BatchNorm3d(100, affine=False, process_group=process_group) 2025-09-07T06:38:50.7276570Z >>> input = torch.randn(20, 100, 35, 45, 10) 2025-09-07T06:38:50.7276620Z >>> output = m(input) 2025-09-07T06:38:50.7276660Z 2025-09-07T06:38:50.7276730Z >>> # network is nn.BatchNorm layer 2025-09-07T06:38:50.7276900Z >>> sync_bn_network = nn.SyncBatchNorm.convert_sync_batchnorm(network, process_group) 2025-09-07T06:38:50.7276990Z >>> # only single gpu per process is currently supported 2025-09-07T06:38:50.7277130Z >>> ddp_sync_bn_network = torch.nn.parallel.DistributedDataParallel( 2025-09-07T06:38:50.7277200Z >>> sync_bn_network, 2025-09-07T06:38:50.7277280Z >>> device_ids=[args.local_rank], 2025-09-07T06:38:50.7277360Z >>> output_device=args.local_rank) 2025-09-07T06:38:50.7277410Z 2025-09-07T06:38:50.7277550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7277590Z 2025-09-07T06:38:50.7277650Z warnings.warn(msg) 2025-09-07T06:38:50.7277680Z 2025-09-07T06:38:50.7277780Z --- Parse Warning: 43 / 146 --- 2025-09-07T06:38:50.7278540Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SyncBatchNorm.convert_sync_batchnorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=830. 2025-09-07T06:38:50.7278700Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7278890Z Converts all :attr:`BatchNorm*D` layers in the model to :class:`torch.nn.SyncBatchNorm` layers. 2025-09-07T06:38:50.7278930Z 2025-09-07T06:38:50.7278970Z Args: 2025-09-07T06:38:50.7279120Z module (nn.Module): module containing one or more :attr:`BatchNorm*D` layers 2025-09-07T06:38:50.7279250Z process_group (optional): process group to scope synchronization, 2025-09-07T06:38:50.7279320Z default is the whole world 2025-09-07T06:38:50.7279360Z 2025-09-07T06:38:50.7279430Z Returns: 2025-09-07T06:38:50.7279590Z The original :attr:`module` with the converted :class:`torch.nn.SyncBatchNorm` 2025-09-07T06:38:50.7279720Z layers. If the original :attr:`module` is a :attr:`BatchNorm*D` layer, 2025-09-07T06:38:50.7279850Z a new :class:`torch.nn.SyncBatchNorm` layer object will be returned 2025-09-07T06:38:50.7279900Z instead. 2025-09-07T06:38:50.7279930Z 2025-09-07T06:38:50.7279980Z Example:: 2025-09-07T06:38:50.7280020Z 2025-09-07T06:38:50.7280090Z >>> # Network with nn.BatchNorm layer 2025-09-07T06:38:50.7280180Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:50.7280250Z >>> module = torch.nn.Sequential( 2025-09-07T06:38:50.7280330Z >>> torch.nn.Linear(20, 100), 2025-09-07T06:38:50.7280400Z >>> torch.nn.BatchNorm1d(100), 2025-09-07T06:38:50.7280460Z >>> ).cuda() 2025-09-07T06:38:50.7280530Z >>> # creating process group (optional) 2025-09-07T06:38:50.7280620Z >>> # ranks is a list of int identifying rank ids. 2025-09-07T06:38:50.7280680Z >>> ranks = list(range(8)) 2025-09-07T06:38:50.7280750Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-09-07T06:38:50.7280860Z >>> # Note: every rank calls into new_group for every 2025-09-07T06:38:50.7280950Z >>> # process group created, even if that rank is not 2025-09-07T06:38:50.7281010Z >>> # part of the group. 2025-09-07T06:38:50.7281090Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7281260Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-09-07T06:38:50.7281390Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-09-07T06:38:50.7281570Z >>> sync_bn_module = torch.nn.SyncBatchNorm.convert_sync_batchnorm(module, process_group) 2025-09-07T06:38:50.7281610Z 2025-09-07T06:38:50.7281650Z 2025-09-07T06:38:50.7281800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7281840Z 2025-09-07T06:38:50.7281890Z warnings.warn(msg) 2025-09-07T06:38:50.7281930Z 2025-09-07T06:38:50.7282030Z --- Parse Warning: 44 / 146 --- 2025-09-07T06:38:50.7282690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MaxUnpool2d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/pooling.py line=410. 2025-09-07T06:38:50.7282850Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7282940Z Computes a partial inverse of :class:`MaxPool2d`. 2025-09-07T06:38:50.7282980Z 2025-09-07T06:38:50.7283140Z :class:`MaxPool2d` is not fully invertible, since the non-maximal values are lost. 2025-09-07T06:38:50.7283180Z 2025-09-07T06:38:50.7283320Z :class:`MaxUnpool2d` takes in as input the output of :class:`MaxPool2d` 2025-09-07T06:38:50.7283480Z including the indices of the maximal values and computes a partial inverse 2025-09-07T06:38:50.7283570Z in which all non-maximal values are set to zero. 2025-09-07T06:38:50.7283610Z 2025-09-07T06:38:50.7283650Z Note: 2025-09-07T06:38:50.7283840Z This operation may behave nondeterministically when the input indices has repeat values. 2025-09-07T06:38:50.7284070Z See https://github.com/pytorch/pytorch/issues/80827 and :doc:`/notes/randomness` for more information. 2025-09-07T06:38:50.7284110Z 2025-09-07T06:38:50.7284250Z .. note:: :class:`MaxPool2d` can map several input sizes to the same output 2025-09-07T06:38:50.7284360Z sizes. Hence, the inversion process can get ambiguous. 2025-09-07T06:38:50.7284490Z To accommodate this, you can provide the needed output size 2025-09-07T06:38:50.7284620Z as an additional argument :attr:`output_size` in the forward call. 2025-09-07T06:38:50.7284690Z See the Inputs and Example below. 2025-09-07T06:38:50.7284740Z 2025-09-07T06:38:50.7284780Z Args: 2025-09-07T06:38:50.7284890Z kernel_size (int or tuple): Size of the max pooling window. 2025-09-07T06:38:50.7284990Z stride (int or tuple): Stride of the max pooling window. 2025-09-07T06:38:50.7285080Z It is set to :attr:`kernel_size` by default. 2025-09-07T06:38:50.7285190Z padding (int or tuple): Padding that was added to the input 2025-09-07T06:38:50.7285230Z 2025-09-07T06:38:50.7285270Z Inputs: 2025-09-07T06:38:50.7285340Z - `input`: the input Tensor to invert 2025-09-07T06:38:50.7285470Z - `indices`: the indices given out by :class:`~torch.nn.MaxPool2d` 2025-09-07T06:38:50.7285570Z - `output_size` (optional): the targeted output size 2025-09-07T06:38:50.7285610Z 2025-09-07T06:38:50.7285650Z Shape: 2025-09-07T06:38:50.7285770Z - Input: :math:`(N, C, H_{in}, W_{in})` or :math:`(C, H_{in}, W_{in})`. 2025-09-07T06:38:50.7285900Z - Output: :math:`(N, C, H_{out}, W_{out})` or :math:`(C, H_{out}, W_{out})`, where 2025-09-07T06:38:50.7285970Z 2025-09-07T06:38:50.7286020Z .. math:: 2025-09-07T06:38:50.7286190Z H_{out} = (H_{in} - 1) \times \text{stride[0]} - 2 \times \text{padding[0]} + \text{kernel\_size[0]} 2025-09-07T06:38:50.7286230Z 2025-09-07T06:38:50.7286270Z .. math:: 2025-09-07T06:38:50.7286450Z W_{out} = (W_{in} - 1) \times \text{stride[1]} - 2 \times \text{padding[1]} + \text{kernel\_size[1]} 2025-09-07T06:38:50.7286490Z 2025-09-07T06:38:50.7286590Z or as given by :attr:`output_size` in the call operator 2025-09-07T06:38:50.7286630Z 2025-09-07T06:38:50.7286680Z Example:: 2025-09-07T06:38:50.7286710Z 2025-09-07T06:38:50.7286820Z >>> pool = nn.MaxPool2d(2, stride=2, return_indices=True) 2025-09-07T06:38:50.7286890Z >>> unpool = nn.MaxUnpool2d(2, stride=2) 2025-09-07T06:38:50.7286970Z >>> input = torch.tensor([[[[ 1., 2., 3., 4.], 2025-09-07T06:38:50.7287040Z [ 5., 6., 7., 8.], 2025-09-07T06:38:50.7287110Z [ 9., 10., 11., 12.], 2025-09-07T06:38:50.7287180Z [13., 14., 15., 16.]]]]) 2025-09-07T06:38:50.7287250Z >>> output, indices = pool(input) 2025-09-07T06:38:50.7287310Z >>> unpool(output, indices) 2025-09-07T06:38:50.7287370Z tensor([[[[ 0., 0., 0., 0.], 2025-09-07T06:38:50.7287420Z [ 0., 6., 0., 8.], 2025-09-07T06:38:50.7287480Z [ 0., 0., 0., 0.], 2025-09-07T06:38:50.7287540Z [ 0., 14., 0., 16.]]]]) 2025-09-07T06:38:50.7287670Z >>> # Now using output_size to resolve an ambiguous size for the inverse 2025-09-07T06:38:50.7287780Z >>> input = torch.tensor([[[[ 1., 2., 3., 4., 5.], 2025-09-07T06:38:50.7290710Z [ 6., 7., 8., 9., 10.], 2025-09-07T06:38:50.7290790Z [11., 12., 13., 14., 15.], 2025-09-07T06:38:50.7290870Z [16., 17., 18., 19., 20.]]]]) 2025-09-07T06:38:50.7290930Z >>> output, indices = pool(input) 2025-09-07T06:38:50.7291040Z >>> # This call will not work without specifying output_size 2025-09-07T06:38:50.7291130Z >>> unpool(output, indices, output_size=input.size()) 2025-09-07T06:38:50.7291200Z tensor([[[[ 0., 0., 0., 0., 0.], 2025-09-07T06:38:50.7291260Z [ 0., 7., 0., 9., 0.], 2025-09-07T06:38:50.7291400Z [ 0., 0., 0., 0., 0.], 2025-09-07T06:38:50.7291460Z [ 0., 17., 0., 19., 0.]]]]) 2025-09-07T06:38:50.7291500Z 2025-09-07T06:38:50.7291540Z 2025-09-07T06:38:50.7291580Z 2025-09-07T06:38:50.7291730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7291770Z 2025-09-07T06:38:50.7291820Z warnings.warn(msg) 2025-09-07T06:38:50.7291860Z 2025-09-07T06:38:50.7291970Z --- Parse Warning: 45 / 146 --- 2025-09-07T06:38:50.7292690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=TripletMarginWithDistanceLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1798. 2025-09-07T06:38:50.7292840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7292970Z Creates a criterion that measures the triplet loss given input 2025-09-07T06:38:50.7293080Z tensors :math:`a`, :math:`p`, and :math:`n` (representing anchor, 2025-09-07T06:38:50.7293210Z positive, and negative examples, respectively), and a nonnegative, 2025-09-07T06:38:50.7293360Z real-valued function ("distance function") used to compute the relationship 2025-09-07T06:38:50.7293520Z between the anchor and positive example ("positive distance") and the 2025-09-07T06:38:50.7293610Z anchor and negative example ("negative distance"). 2025-09-07T06:38:50.7293650Z 2025-09-07T06:38:50.7293780Z The unreduced loss (i.e., with :attr:`reduction` set to ``'none'``) 2025-09-07T06:38:50.7293850Z can be described as: 2025-09-07T06:38:50.7293890Z 2025-09-07T06:38:50.7293930Z .. math:: 2025-09-07T06:38:50.7294020Z \ell(a, p, n) = L = \{l_1,\dots,l_N\}^\top, \quad 2025-09-07T06:38:50.7294120Z l_i = \max \{d(a_i, p_i) - d(a_i, n_i) + {\rm margin}, 0\} 2025-09-07T06:38:50.7294160Z 2025-09-07T06:38:50.7294310Z where :math:`N` is the batch size; :math:`d` is a nonnegative, real-valued function 2025-09-07T06:38:50.7294490Z quantifying the closeness of two tensors, referred to as the :attr:`distance_function`; 2025-09-07T06:38:50.7294630Z and :math:`margin` is a nonnegative margin representing the minimum difference 2025-09-07T06:38:50.7294780Z between the positive and negative distances that is required for the loss to 2025-09-07T06:38:50.7294920Z be 0. The input tensors have :math:`N` elements each and can be of any shape 2025-09-07T06:38:50.7294990Z that the distance function can handle. 2025-09-07T06:38:50.7295030Z 2025-09-07T06:38:50.7295100Z If :attr:`reduction` is not ``'none'`` 2025-09-07T06:38:50.7295160Z (default ``'mean'``), then: 2025-09-07T06:38:50.7295200Z 2025-09-07T06:38:50.7295240Z .. math:: 2025-09-07T06:38:50.7295290Z \ell(x, y) = 2025-09-07T06:38:50.7295340Z \begin{cases} 2025-09-07T06:38:50.7295460Z \operatorname{mean}(L), & \text{if reduction} = \text{`mean';}\\ 2025-09-07T06:38:50.7295590Z \operatorname{sum}(L), & \text{if reduction} = \text{`sum'.} 2025-09-07T06:38:50.7295640Z \end{cases} 2025-09-07T06:38:50.7295680Z 2025-09-07T06:38:50.7295820Z See also :class:`~torch.nn.TripletMarginLoss`, which computes the triplet 2025-09-07T06:38:50.7295970Z loss for input tensors using the :math:`l_p` distance as the distance function. 2025-09-07T06:38:50.7296010Z 2025-09-07T06:38:50.7296050Z Args: 2025-09-07T06:38:50.7296220Z distance_function (Callable, optional): A nonnegative, real-valued function that 2025-09-07T06:38:50.7296340Z quantifies the closeness of two tensors. If not specified, 2025-09-07T06:38:50.7296440Z `nn.PairwiseDistance` will be used. Default: ``None`` 2025-09-07T06:38:50.7296720Z margin (float, optional): A nonnegative margin representing the minimum difference 2025-09-07T06:38:50.7296880Z between the positive and negative distances required for the loss to be 0. Larger 2025-09-07T06:38:50.7297040Z margins penalize cases where the negative examples are not distant enough from the 2025-09-07T06:38:50.7297150Z anchors, relative to the positives. Default: :math:`1`. 2025-09-07T06:38:50.7297300Z swap (bool, optional): Whether to use the distance swap described in the paper 2025-09-07T06:38:50.7297450Z `Learning shallow convolutional feature descriptors with triplet losses` by 2025-09-07T06:38:50.7297600Z V. Balntas, E. Riba et al. If True, and if the positive example is closer to the 2025-09-07T06:38:50.7297760Z negative example than the anchor is, swaps the positive example and the anchor in 2025-09-07T06:38:50.7297840Z the loss computation. Default: ``False``. 2025-09-07T06:38:50.7298010Z reduction (str, optional): Specifies the (optional) reduction to apply to the output: 2025-09-07T06:38:50.7298130Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-09-07T06:38:50.7298240Z ``'mean'``: the sum of the output will be divided by the number of 2025-09-07T06:38:50.7298410Z elements in the output, ``'sum'``: the output will be summed. Default: ``'mean'`` 2025-09-07T06:38:50.7298450Z 2025-09-07T06:38:50.7298480Z 2025-09-07T06:38:50.7298530Z Shape: 2025-09-07T06:38:50.7298690Z - Input: :math:`(N, *)` where :math:`*` represents any number of additional dimensions 2025-09-07T06:38:50.7298780Z as supported by the distance function. 2025-09-07T06:38:50.7298930Z - Output: A Tensor of shape :math:`(N)` if :attr:`reduction` is ``'none'``, or a scalar 2025-09-07T06:38:50.7298980Z otherwise. 2025-09-07T06:38:50.7299020Z 2025-09-07T06:38:50.7299060Z Examples: 2025-09-07T06:38:50.7299100Z 2025-09-07T06:38:50.7299160Z >>> # Initialize embeddings 2025-09-07T06:38:50.7299230Z >>> embedding = nn.Embedding(1000, 128) 2025-09-07T06:38:50.7299310Z >>> anchor_ids = torch.randint(0, 1000, (1,)) 2025-09-07T06:38:50.7299390Z >>> positive_ids = torch.randint(0, 1000, (1,)) 2025-09-07T06:38:50.7299460Z >>> negative_ids = torch.randint(0, 1000, (1,)) 2025-09-07T06:38:50.7299530Z >>> anchor = embedding(anchor_ids) 2025-09-07T06:38:50.7299590Z >>> positive = embedding(positive_ids) 2025-09-07T06:38:50.7299660Z >>> negative = embedding(negative_ids) 2025-09-07T06:38:50.7299700Z >>> 2025-09-07T06:38:50.7299760Z >>> # Built-in Distance Function 2025-09-07T06:38:50.7299820Z >>> triplet_loss = \ 2025-09-07T06:38:50.7299990Z >>> nn.TripletMarginWithDistanceLoss(distance_function=nn.PairwiseDistance()) 2025-09-07T06:38:50.7300080Z >>> output = triplet_loss(anchor, positive, negative) 2025-09-07T06:38:50.7300140Z >>> output.backward() 2025-09-07T06:38:50.7300180Z >>> 2025-09-07T06:38:50.7300240Z >>> # Custom Distance Function 2025-09-07T06:38:50.7300320Z >>> def l_infinity(x1, x2): 2025-09-07T06:38:50.7300420Z >>> return torch.max(torch.abs(x1 - x2), dim=1).values 2025-09-07T06:38:50.7300460Z >>> 2025-09-07T06:38:50.7300580Z >>> # xdoctest: +SKIP("FIXME: Would call backwards a second time") 2025-09-07T06:38:50.7300630Z >>> triplet_loss = ( 2025-09-07T06:38:50.7300790Z >>> nn.TripletMarginWithDistanceLoss(distance_function=l_infinity, margin=1.5)) 2025-09-07T06:38:50.7300890Z >>> output = triplet_loss(anchor, positive, negative) 2025-09-07T06:38:50.7300940Z >>> output.backward() 2025-09-07T06:38:50.7300990Z >>> 2025-09-07T06:38:50.7301050Z >>> # Custom Distance Function (Lambda) 2025-09-07T06:38:50.7301130Z >>> triplet_loss = ( 2025-09-07T06:38:50.7301210Z >>> nn.TripletMarginWithDistanceLoss( 2025-09-07T06:38:50.7301350Z >>> distance_function=lambda x, y: 1.0 - F.cosine_similarity(x, y))) 2025-09-07T06:38:50.7301440Z >>> output = triplet_loss(anchor, positive, negative) 2025-09-07T06:38:50.7301500Z >>> output.backward() 2025-09-07T06:38:50.7301530Z 2025-09-07T06:38:50.7301580Z Reference: 2025-09-07T06:38:50.7301760Z V. Balntas, et al.: Learning shallow convolutional feature descriptors with triplet losses: 2025-09-07T06:38:50.7301900Z https://bmva-archive.org.uk/bmvc/2016/papers/paper119/index.html 2025-09-07T06:38:50.7301940Z 2025-09-07T06:38:50.7302150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 17)) 2025-09-07T06:38:50.7302190Z 2025-09-07T06:38:50.7302240Z warnings.warn(msg) 2025-09-07T06:38:50.7302280Z 2025-09-07T06:38:50.7302380Z --- Parse Warning: 46 / 146 --- 2025-09-07T06:38:50.7303020Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CTCLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1933. 2025-09-07T06:38:50.7303230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7303310Z The Connectionist Temporal Classification loss. 2025-09-07T06:38:50.7303350Z 2025-09-07T06:38:50.7303570Z Calculates loss between a continuous (unsegmented) time series and a target sequence. CTCLoss sums over the 2025-09-07T06:38:50.7303810Z probability of possible alignments of input to target, producing a loss value which is differentiable 2025-09-07T06:38:50.7304020Z with respect to each input node. The alignment of input to target is assumed to be "many-to-one", which 2025-09-07T06:38:50.7304200Z limits the length of the target sequence such that it must be :math:`\leq` the input length. 2025-09-07T06:38:50.7304240Z 2025-09-07T06:38:50.7304280Z Args: 2025-09-07T06:38:50.7304380Z blank (int, optional): blank label. Default :math:`0`. 2025-09-07T06:38:50.7304530Z reduction (str, optional): Specifies the reduction to apply to the output: 2025-09-07T06:38:50.7304650Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-09-07T06:38:50.7304780Z ``'mean'``: the output losses will be divided by the target lengths and 2025-09-07T06:38:50.7304930Z then the mean over the batch is taken, ``'sum'``: the output losses will be summed. 2025-09-07T06:38:50.7304990Z Default: ``'mean'`` 2025-09-07T06:38:50.7305050Z zero_infinity (bool, optional): 2025-09-07T06:38:50.7305170Z Whether to zero infinite losses and the associated gradients. 2025-09-07T06:38:50.7305220Z Default: ``False`` 2025-09-07T06:38:50.7305340Z Infinite losses mainly occur when the inputs are too short 2025-09-07T06:38:50.7305410Z to be aligned to the targets. 2025-09-07T06:38:50.7305470Z 2025-09-07T06:38:50.7305510Z Shape: 2025-09-07T06:38:50.7305630Z - Log_probs: Tensor of size :math:`(T, N, C)` or :math:`(T, C)`, 2025-09-07T06:38:50.7305710Z where :math:`T = \text{input length}`, 2025-09-07T06:38:50.7305780Z :math:`N = \text{batch size}`, and 2025-09-07T06:38:50.7305880Z :math:`C = \text{number of classes (including blank)}`. 2025-09-07T06:38:50.7306010Z The logarithmized probabilities of the outputs (e.g. obtained with 2025-09-07T06:38:50.7306100Z :func:`torch.nn.functional.log_softmax`). 2025-09-07T06:38:50.7306170Z - Targets: Tensor of size :math:`(N, S)` or 2025-09-07T06:38:50.7306270Z :math:`(\operatorname{sum}(\text{target\_lengths}))`, 2025-09-07T06:38:50.7306370Z where :math:`N = \text{batch size}` and 2025-09-07T06:38:50.7306480Z :math:`S = \text{max target length, if shape is } (N, S)`. 2025-09-07T06:38:50.7306600Z It represents the target sequences. Each element in the target 2025-09-07T06:38:50.7306750Z sequence is a class index. And the target index cannot be blank (default=0). 2025-09-07T06:38:50.7306840Z In the :math:`(N, S)` form, targets are padded to the 2025-09-07T06:38:50.7306930Z length of the longest sequence, and stacked. 2025-09-07T06:38:50.7307050Z In the :math:`(\operatorname{sum}(\text{target\_lengths}))` form, 2025-09-07T06:38:50.7307130Z the targets are assumed to be un-padded and 2025-09-07T06:38:50.7307200Z concatenated within 1 dimension. 2025-09-07T06:38:50.7307330Z - Input_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-09-07T06:38:50.7307450Z where :math:`N = \text{batch size}`. It represents the lengths of the 2025-09-07T06:38:50.7307580Z inputs (must each be :math:`\leq T`). And the lengths are specified 2025-09-07T06:38:50.7307710Z for each sequence to achieve masking under the assumption that sequences 2025-09-07T06:38:50.7307840Z are padded to equal lengths. 2025-09-07T06:38:50.7307960Z - Target_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-09-07T06:38:50.7308090Z where :math:`N = \text{batch size}`. It represents lengths of the targets. 2025-09-07T06:38:50.7308220Z Lengths are specified for each sequence to achieve masking under the 2025-09-07T06:38:50.7308390Z assumption that sequences are padded to equal lengths. If target shape is 2025-09-07T06:38:50.7308500Z :math:`(N,S)`, target_lengths are effectively the stop index 2025-09-07T06:38:50.7308660Z :math:`s_n` for each target sequence, such that ``target_n = targets[n,0:s_n]`` for 2025-09-07T06:38:50.7308770Z each target in a batch. Lengths must each be :math:`\leq S` 2025-09-07T06:38:50.7308920Z If the targets are given as a 1d tensor that is the concatenation of individual 2025-09-07T06:38:50.7309060Z targets, the target_lengths must add up to the total length of the tensor. 2025-09-07T06:38:50.7309180Z - Output: scalar if :attr:`reduction` is ``'mean'`` (default) or 2025-09-07T06:38:50.7309320Z ``'sum'``. If :attr:`reduction` is ``'none'``, then :math:`(N)` if input is batched or 2025-09-07T06:38:50.7309450Z :math:`()` if input is unbatched, where :math:`N = \text{batch size}`. 2025-09-07T06:38:50.7309490Z 2025-09-07T06:38:50.7309530Z Examples: 2025-09-07T06:38:50.7309570Z 2025-09-07T06:38:50.7309630Z >>> # Target are to be padded 2025-09-07T06:38:50.7309700Z >>> T = 50 # Input sequence length 2025-09-07T06:38:50.7309780Z >>> C = 20 # Number of classes (including blank) 2025-09-07T06:38:50.7309840Z >>> N = 16 # Batch size 2025-09-07T06:38:50.7310000Z >>> S = 30 # Target sequence length of longest target in batch (padding length) 2025-09-07T06:38:50.7310120Z >>> S_min = 10 # Minimum target length, for demonstration purposes 2025-09-07T06:38:50.7310160Z >>> 2025-09-07T06:38:50.7310280Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-09-07T06:38:50.7310420Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-09-07T06:38:50.7310460Z >>> 2025-09-07T06:38:50.7310580Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-09-07T06:38:50.7310710Z >>> target = torch.randint(low=1, high=C, size=(N, S), dtype=torch.long) 2025-09-07T06:38:50.7310760Z >>> 2025-09-07T06:38:50.7310890Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-09-07T06:38:50.7310980Z >>> target_lengths = torch.randint( 2025-09-07T06:38:50.7311030Z ... low=S_min, 2025-09-07T06:38:50.7311080Z ... high=S, 2025-09-07T06:38:50.7311130Z ... size=(N,), 2025-09-07T06:38:50.7311190Z ... dtype=torch.long, 2025-09-07T06:38:50.7311230Z ... ) 2025-09-07T06:38:50.7311290Z >>> ctc_loss = nn.CTCLoss() 2025-09-07T06:38:50.7311410Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-09-07T06:38:50.7311460Z >>> loss.backward() 2025-09-07T06:38:50.7311500Z >>> 2025-09-07T06:38:50.7311540Z >>> 2025-09-07T06:38:50.7311610Z >>> # Target are to be un-padded 2025-09-07T06:38:50.7311670Z >>> T = 50 # Input sequence length 2025-09-07T06:38:50.7311760Z >>> C = 20 # Number of classes (including blank) 2025-09-07T06:38:50.7311810Z >>> N = 16 # Batch size 2025-09-07T06:38:50.7311850Z >>> 2025-09-07T06:38:50.7311970Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-09-07T06:38:50.7312100Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-09-07T06:38:50.7312230Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-09-07T06:38:50.7312290Z >>> 2025-09-07T06:38:50.7312410Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-09-07T06:38:50.7312560Z >>> target_lengths = torch.randint(low=1, high=T, size=(N,), dtype=torch.long) 2025-09-07T06:38:50.7312640Z >>> target = torch.randint( 2025-09-07T06:38:50.7312690Z ... low=1, 2025-09-07T06:38:50.7312740Z ... high=C, 2025-09-07T06:38:50.7312800Z ... size=(sum(target_lengths),), 2025-09-07T06:38:50.7312860Z ... dtype=torch.long, 2025-09-07T06:38:50.7312900Z ... ) 2025-09-07T06:38:50.7312960Z >>> ctc_loss = nn.CTCLoss() 2025-09-07T06:38:50.7313070Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-09-07T06:38:50.7313120Z >>> loss.backward() 2025-09-07T06:38:50.7313160Z >>> 2025-09-07T06:38:50.7313210Z >>> 2025-09-07T06:38:50.7313320Z >>> # Target are to be un-padded and unbatched (effectively N=1) 2025-09-07T06:38:50.7313380Z >>> T = 50 # Input sequence length 2025-09-07T06:38:50.7313470Z >>> C = 20 # Number of classes (including blank) 2025-09-07T06:38:50.7313510Z >>> 2025-09-07T06:38:50.7313630Z >>> # Initialize random batch of input vectors, for *size = (T,C) 2025-09-07T06:38:50.7313710Z >>> # xdoctest: +SKIP("FIXME: error in doctest") 2025-09-07T06:38:50.7313830Z >>> input = torch.randn(T, C).log_softmax(1).detach().requires_grad_() 2025-09-07T06:38:50.7313920Z >>> input_lengths = torch.tensor(T, dtype=torch.long) 2025-09-07T06:38:50.7313970Z >>> 2025-09-07T06:38:50.7314080Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-09-07T06:38:50.7314240Z >>> target_lengths = torch.randint(low=1, high=T, size=(), dtype=torch.long) 2025-09-07T06:38:50.7314300Z >>> target = torch.randint( 2025-09-07T06:38:50.7314350Z ... low=1, 2025-09-07T06:38:50.7314400Z ... high=C, 2025-09-07T06:38:50.7314460Z ... size=(target_lengths,), 2025-09-07T06:38:50.7314510Z ... dtype=torch.long, 2025-09-07T06:38:50.7314550Z ... ) 2025-09-07T06:38:50.7314610Z >>> ctc_loss = nn.CTCLoss() 2025-09-07T06:38:50.7314730Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-09-07T06:38:50.7314780Z >>> loss.backward() 2025-09-07T06:38:50.7314820Z 2025-09-07T06:38:50.7314860Z Reference: 2025-09-07T06:38:50.7314990Z A. Graves et al.: Connectionist Temporal Classification: 2025-09-07T06:38:50.7315120Z Labelling Unsegmented Sequence Data with Recurrent Neural Networks: 2025-09-07T06:38:50.7315220Z https://www.cs.toronto.edu/~graves/icml_2006.pdf 2025-09-07T06:38:50.7315260Z 2025-09-07T06:38:50.7315300Z Note: 2025-09-07T06:38:50.7315450Z In order to use CuDNN, the following must be satisfied: :attr:`targets` must be 2025-09-07T06:38:50.7315610Z in concatenated format, all :attr:`input_lengths` must be `T`. :math:`blank=0`, 2025-09-07T06:38:50.7315740Z :attr:`target_lengths` :math:`\leq 256`, the integer arguments must be of 2025-09-07T06:38:50.7315800Z dtype :attr:`torch.int32`. 2025-09-07T06:38:50.7315840Z 2025-09-07T06:38:50.7316000Z The regular implementation uses the (more common in PyTorch) `torch.long` dtype. 2025-09-07T06:38:50.7316040Z 2025-09-07T06:38:50.7316080Z 2025-09-07T06:38:50.7316120Z Note: 2025-09-07T06:38:50.7316270Z In some circumstances when using the CUDA backend with CuDNN, this operator 2025-09-07T06:38:50.7316430Z may select a nondeterministic algorithm to increase performance. If this is 2025-09-07T06:38:50.7316570Z undesirable, you can try to make the operation deterministic (potentially at 2025-09-07T06:38:50.7316730Z a performance cost) by setting ``torch.backends.cudnn.deterministic = 2025-09-07T06:38:50.7316780Z True``. 2025-09-07T06:38:50.7316900Z Please see the notes on :doc:`/notes/randomness` for background. 2025-09-07T06:38:50.7316950Z 2025-09-07T06:38:50.7317110Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7317150Z 2025-09-07T06:38:50.7317210Z warnings.warn(msg) 2025-09-07T06:38:50.7317250Z 2025-09-07T06:38:50.7317350Z --- Parse Warning: 47 / 146 --- 2025-09-07T06:38:50.7318040Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Transformer.forward in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py line=186. 2025-09-07T06:38:50.7318200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7318290Z Take in and process masked source/target sequences. 2025-09-07T06:38:50.7318330Z 2025-09-07T06:38:50.7318370Z .. note:: 2025-09-07T06:38:50.7318410Z 2025-09-07T06:38:50.7318640Z If a boolean tensor is provided for any of the [src/tgt/memory]_mask arguments, positions with a ``True`` value are 2025-09-07T06:38:50.7318730Z not allowed to participate in the attention, 2025-09-07T06:38:50.7318850Z which is the opposite of the definition for :attr:`attn_mask` 2025-09-07T06:38:50.7318970Z in :func:`torch.nn.functional.scaled_dot_product_attention`. 2025-09-07T06:38:50.7319010Z 2025-09-07T06:38:50.7319050Z Args: 2025-09-07T06:38:50.7319130Z src: the sequence to the encoder (required). 2025-09-07T06:38:50.7319280Z tgt: the sequence to the decoder (required). 2025-09-07T06:38:50.7319390Z src_mask: the additive mask for the src sequence (optional). 2025-09-07T06:38:50.7319500Z tgt_mask: the additive mask for the tgt sequence (optional). 2025-09-07T06:38:50.7319630Z memory_mask: the additive mask for the encoder output (optional). 2025-09-07T06:38:50.7319770Z src_key_padding_mask: the Tensor mask for src keys per batch (optional). 2025-09-07T06:38:50.7319900Z tgt_key_padding_mask: the Tensor mask for tgt keys per batch (optional). 2025-09-07T06:38:50.7320050Z memory_key_padding_mask: the Tensor mask for memory keys per batch (optional). 2025-09-07T06:38:50.7320210Z src_is_causal: If specified, applies a causal mask as ``src_mask``. 2025-09-07T06:38:50.7320310Z Default: ``None``; try to detect a causal mask. 2025-09-07T06:38:50.7320350Z Warning: 2025-09-07T06:38:50.7320460Z ``src_is_causal`` provides a hint that ``src_mask`` is 2025-09-07T06:38:50.7320570Z the causal mask. Providing incorrect hints can result in 2025-09-07T06:38:50.7320670Z incorrect execution, including forward and backward 2025-09-07T06:38:50.7320730Z compatibility. 2025-09-07T06:38:50.7320850Z tgt_is_causal: If specified, applies a causal mask as ``tgt_mask``. 2025-09-07T06:38:50.7320940Z Default: ``None``; try to detect a causal mask. 2025-09-07T06:38:50.7320990Z Warning: 2025-09-07T06:38:50.7321090Z ``tgt_is_causal`` provides a hint that ``tgt_mask`` is 2025-09-07T06:38:50.7321200Z the causal mask. Providing incorrect hints can result in 2025-09-07T06:38:50.7321300Z incorrect execution, including forward and backward 2025-09-07T06:38:50.7321360Z compatibility. 2025-09-07T06:38:50.7321470Z memory_is_causal: If specified, applies a causal mask as 2025-09-07T06:38:50.7321540Z ``memory_mask``. 2025-09-07T06:38:50.7321600Z Default: ``False``. 2025-09-07T06:38:50.7321640Z Warning: 2025-09-07T06:38:50.7321730Z ``memory_is_causal`` provides a hint that 2025-09-07T06:38:50.7321830Z ``memory_mask`` is the causal mask. Providing incorrect 2025-09-07T06:38:50.7321950Z hints can result in incorrect execution, including 2025-09-07T06:38:50.7322030Z forward and backward compatibility. 2025-09-07T06:38:50.7322070Z 2025-09-07T06:38:50.7322110Z Shape: 2025-09-07T06:38:50.7322270Z - src: :math:`(S, E)` for unbatched input, :math:`(S, N, E)` if `batch_first=False` or 2025-09-07T06:38:50.7322340Z `(N, S, E)` if `batch_first=True`. 2025-09-07T06:38:50.7322490Z - tgt: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-09-07T06:38:50.7322560Z `(N, T, E)` if `batch_first=True`. 2025-09-07T06:38:50.7322680Z - src_mask: :math:`(S, S)` or :math:`(N\cdot\text{num\_heads}, S, S)`. 2025-09-07T06:38:50.7322800Z - tgt_mask: :math:`(T, T)` or :math:`(N\cdot\text{num\_heads}, T, T)`. 2025-09-07T06:38:50.7322860Z - memory_mask: :math:`(T, S)`. 2025-09-07T06:38:50.7323010Z - src_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-09-07T06:38:50.7323160Z - tgt_key_padding_mask: :math:`(T)` for unbatched input otherwise :math:`(N, T)`. 2025-09-07T06:38:50.7323310Z - memory_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-09-07T06:38:50.7323350Z 2025-09-07T06:38:50.7323540Z Note: [src/tgt/memory]_mask ensures that position :math:`i` is allowed to attend the unmasked 2025-09-07T06:38:50.7323690Z positions. If a BoolTensor is provided, positions with ``True`` 2025-09-07T06:38:50.7323850Z are not allowed to attend while ``False`` values will be unchanged. If a FloatTensor 2025-09-07T06:38:50.7323960Z is provided, it will be added to the attention weight. 2025-09-07T06:38:50.7324140Z [src/tgt/memory]_key_padding_mask provides specified elements in the key to be ignored by 2025-09-07T06:38:50.7324270Z the attention. If a BoolTensor is provided, the positions with the 2025-09-07T06:38:50.7324460Z value of ``True`` will be ignored while the position with the value of ``False`` will be unchanged. 2025-09-07T06:38:50.7324520Z 2025-09-07T06:38:50.7324680Z - output: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-09-07T06:38:50.7324760Z `(N, T, E)` if `batch_first=True`. 2025-09-07T06:38:50.7324800Z 2025-09-07T06:38:50.7324950Z Note: Due to the multi-head attention architecture in the transformer model, 2025-09-07T06:38:50.7325090Z the output sequence length of a transformer is same as the input sequence 2025-09-07T06:38:50.7325160Z (i.e. target) length of the decoder. 2025-09-07T06:38:50.7325210Z 2025-09-07T06:38:50.7325400Z where :math:`S` is the source sequence length, :math:`T` is the target sequence length, :math:`N` is the 2025-09-07T06:38:50.7325480Z batch size, :math:`E` is the feature number 2025-09-07T06:38:50.7325520Z 2025-09-07T06:38:50.7325570Z Examples: 2025-09-07T06:38:50.7325630Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7325690Z >>> output = transformer_model( 2025-09-07T06:38:50.7325790Z ... src, tgt, src_mask=src_mask, tgt_mask=tgt_mask 2025-09-07T06:38:50.7325840Z ... ) 2025-09-07T06:38:50.7325880Z 2025-09-07T06:38:50.7326030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7326100Z 2025-09-07T06:38:50.7326150Z warnings.warn(msg) 2025-09-07T06:38:50.7326190Z 2025-09-07T06:38:50.7326290Z --- Parse Warning: 48 / 146 --- 2025-09-07T06:38:50.7326970Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=EmbeddingBag in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/sparse.py line=272. 2025-09-07T06:38:50.7327130Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7327320Z Compute sums or means of 'bags' of embeddings, without instantiating the intermediate embeddings. 2025-09-07T06:38:50.7327360Z 2025-09-07T06:38:50.7327550Z For bags of constant length, no :attr:`per_sample_weights`, no indices equal to :attr:`padding_idx`, 2025-09-07T06:38:50.7327610Z and with 2D inputs, this class 2025-09-07T06:38:50.7327650Z 2025-09-07T06:38:50.7327840Z * with ``mode="sum"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.sum(dim=1)``, 2025-09-07T06:38:50.7328020Z * with ``mode="mean"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.mean(dim=1)``, 2025-09-07T06:38:50.7328200Z * with ``mode="max"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.max(dim=1)``. 2025-09-07T06:38:50.7328240Z 2025-09-07T06:38:50.7328450Z However, :class:`~torch.nn.EmbeddingBag` is much more time and memory efficient than using a chain of these 2025-09-07T06:38:50.7328500Z operations. 2025-09-07T06:38:50.7328540Z 2025-09-07T06:38:50.7328700Z EmbeddingBag also supports per-sample weights as an argument to the forward 2025-09-07T06:38:50.7328840Z pass. This scales the output of the Embedding before performing a weighted 2025-09-07T06:38:50.7329010Z reduction as specified by ``mode``. If :attr:`per_sample_weights` is passed, the 2025-09-07T06:38:50.7329150Z only supported ``mode`` is ``"sum"``, which computes a weighted sum according to 2025-09-07T06:38:50.7329210Z :attr:`per_sample_weights`. 2025-09-07T06:38:50.7329250Z 2025-09-07T06:38:50.7329290Z Args: 2025-09-07T06:38:50.7329400Z num_embeddings (int): size of the dictionary of embeddings 2025-09-07T06:38:50.7329510Z embedding_dim (int): the size of each embedding vector 2025-09-07T06:38:50.7329700Z max_norm (float, optional): If given, each embedding vector with norm larger than :attr:`max_norm` 2025-09-07T06:38:50.7329800Z is renormalized to have norm :attr:`max_norm`. 2025-09-07T06:38:50.7330020Z norm_type (float, optional): The p of the p-norm to compute for the :attr:`max_norm` option. Default ``2``. 2025-09-07T06:38:50.7330220Z scale_grad_by_freq (bool, optional): if given, this will scale gradients by the inverse of frequency of 2025-09-07T06:38:50.7330330Z the words in the mini-batch. Default ``False``. 2025-09-07T06:38:50.7330440Z Note: this option is not supported when ``mode="max"``. 2025-09-07T06:38:50.7330600Z mode (str, optional): ``"sum"``, ``"mean"`` or ``"max"``. Specifies the way to reduce the bag. 2025-09-07T06:38:50.7330730Z ``"sum"`` computes the weighted sum, taking :attr:`per_sample_weights` 2025-09-07T06:38:50.7330870Z into consideration. ``"mean"`` computes the average of the values 2025-09-07T06:38:50.7330980Z in the bag, ``"max"`` computes the max value over each bag. 2025-09-07T06:38:50.7331050Z Default: ``"mean"`` 2025-09-07T06:38:50.7331250Z sparse (bool, optional): if ``True``, gradient w.r.t. :attr:`weight` matrix will be a sparse tensor. See 2025-09-07T06:38:50.7331430Z Notes for more details regarding sparse gradients. Note: this option is not 2025-09-07T06:38:50.7331510Z supported when ``mode="max"``. 2025-09-07T06:38:50.7331750Z include_last_offset (bool, optional): if ``True``, :attr:`offsets` has one additional element, where the last element 2025-09-07T06:38:50.7331890Z is equivalent to the size of `indices`. This matches the CSR format. 2025-09-07T06:38:50.7332090Z padding_idx (int, optional): If specified, the entries at :attr:`padding_idx` do not contribute to the 2025-09-07T06:38:50.7332260Z gradient; therefore, the embedding vector at :attr:`padding_idx` is not updated 2025-09-07T06:38:50.7332410Z during training, i.e. it remains as a fixed "pad". For a newly constructed 2025-09-07T06:38:50.7332570Z EmbeddingBag, the embedding vector at :attr:`padding_idx` will default to all 2025-09-07T06:38:50.7332720Z zeros, but can be updated to another value to be used as the padding vector. 2025-09-07T06:38:50.7332870Z Note that the embedding vector at :attr:`padding_idx` is excluded from the 2025-09-07T06:38:50.7332940Z reduction. 2025-09-07T06:38:50.7332980Z 2025-09-07T06:38:50.7333020Z Attributes: 2025-09-07T06:38:50.7333220Z weight (Tensor): the learnable weights of the module of shape `(num_embeddings, embedding_dim)` 2025-09-07T06:38:50.7333310Z initialized from :math:`\mathcal{N}(0, 1)`. 2025-09-07T06:38:50.7333350Z 2025-09-07T06:38:50.7333390Z Examples:: 2025-09-07T06:38:50.7333430Z 2025-09-07T06:38:50.7333550Z >>> # an EmbeddingBag module containing 10 tensors of size 3 2025-09-07T06:38:50.7333650Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum') 2025-09-07T06:38:50.7333740Z >>> # a batch of 2 samples of 4 indices each 2025-09-07T06:38:50.7333850Z >>> input = torch.tensor([1, 2, 4, 5, 4, 3, 2, 9], dtype=torch.long) 2025-09-07T06:38:50.7333940Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-09-07T06:38:50.7334030Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:50.7334100Z >>> embedding_sum(input, offsets) 2025-09-07T06:38:50.7334160Z tensor([[-0.8861, -5.4350, -0.0523], 2025-09-07T06:38:50.7334240Z [ 1.1306, -2.5798, -1.0044]]) 2025-09-07T06:38:50.7334280Z 2025-09-07T06:38:50.7334340Z >>> # Example with padding_idx 2025-09-07T06:38:50.7334470Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum', padding_idx=2) 2025-09-07T06:38:50.7334580Z >>> input = torch.tensor([2, 2, 2, 2, 4, 3, 2, 9], dtype=torch.long) 2025-09-07T06:38:50.7334670Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-09-07T06:38:50.7334730Z >>> embedding_sum(input, offsets) 2025-09-07T06:38:50.7334790Z tensor([[ 0.0000, 0.0000, 0.0000], 2025-09-07T06:38:50.7334860Z [-0.7082, 3.2145, -2.6251]]) 2025-09-07T06:38:50.7334900Z 2025-09-07T06:38:50.7335000Z >>> # An EmbeddingBag can be loaded from an Embedding like so 2025-09-07T06:38:50.7335090Z >>> embedding = nn.Embedding(10, 3, padding_idx=2) 2025-09-07T06:38:50.7335190Z >>> embedding_sum = nn.EmbeddingBag.from_pretrained( 2025-09-07T06:38:50.7335250Z embedding.weight, 2025-09-07T06:38:50.7335320Z padding_idx=embedding.padding_idx, 2025-09-07T06:38:50.7335380Z mode='sum') 2025-09-07T06:38:50.7335420Z 2025-09-07T06:38:50.7335570Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7335630Z 2025-09-07T06:38:50.7335680Z warnings.warn(msg) 2025-09-07T06:38:50.7335720Z 2025-09-07T06:38:50.7335820Z --- Parse Warning: 49 / 146 --- 2025-09-07T06:38:50.7336530Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=batch_isend_irecv in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2705. 2025-09-07T06:38:50.7336690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7336730Z 2025-09-07T06:38:50.7336880Z Send or Receive a batch of tensors asynchronously and return a list of requests. 2025-09-07T06:38:50.7336920Z 2025-09-07T06:38:50.7337070Z Process each of the operations in ``p2p_op_list`` and return the corresponding 2025-09-07T06:38:50.7337190Z requests. NCCL, Gloo, and UCC backend are currently supported. 2025-09-07T06:38:50.7337230Z 2025-09-07T06:38:50.7337270Z Args: 2025-09-07T06:38:50.7337410Z p2p_op_list: A list of point-to-point operations(type of each operator is 2025-09-07T06:38:50.7337550Z ``torch.distributed.P2POp``). The order of the isend/irecv in the list 2025-09-07T06:38:50.7337670Z matters and it needs to match with corresponding isend/irecv on the 2025-09-07T06:38:50.7337720Z remote end. 2025-09-07T06:38:50.7337760Z 2025-09-07T06:38:50.7337800Z Returns: 2025-09-07T06:38:50.7337950Z A list of distributed request objects returned by calling the corresponding 2025-09-07T06:38:50.7338000Z op in the op_list. 2025-09-07T06:38:50.7338040Z 2025-09-07T06:38:50.7338080Z Examples: 2025-09-07T06:38:50.7338140Z >>> # xdoctest: +SKIP("no rank") 2025-09-07T06:38:50.7338290Z >>> send_tensor = torch.arange(2, dtype=torch.float32) + 2 * rank 2025-09-07T06:38:50.7338390Z >>> recv_tensor = torch.randn(2, dtype=torch.float32) 2025-09-07T06:38:50.7338520Z >>> send_op = dist.P2POp(dist.isend, send_tensor, (rank + 1) % world_size) 2025-09-07T06:38:50.7338570Z >>> recv_op = dist.P2POp( 2025-09-07T06:38:50.7338690Z ... dist.irecv, recv_tensor, (rank - 1 + world_size) % world_size 2025-09-07T06:38:50.7338730Z ... ) 2025-09-07T06:38:50.7338810Z >>> reqs = batch_isend_irecv([send_op, recv_op]) 2025-09-07T06:38:50.7338870Z >>> for req in reqs: 2025-09-07T06:38:50.7338910Z >>> req.wait() 2025-09-07T06:38:50.7338960Z >>> recv_tensor 2025-09-07T06:38:50.7339010Z tensor([2, 3]) # Rank 0 2025-09-07T06:38:50.7339100Z tensor([0, 1]) # Rank 1 2025-09-07T06:38:50.7339140Z 2025-09-07T06:38:50.7339290Z .. note:: Note that when this API is used with the NCCL PG backend, users must set 2025-09-07T06:38:50.7339420Z the current GPU device with `torch.cuda.set_device`, otherwise it will 2025-09-07T06:38:50.7339480Z lead to unexpected hang issues. 2025-09-07T06:38:50.7339530Z 2025-09-07T06:38:50.7339650Z In addition, if this API is the first collective call in the ``group`` 2025-09-07T06:38:50.7339780Z passed to ``dist.P2POp``, all ranks of the ``group`` must participate in 2025-09-07T06:38:50.7339920Z this API call; otherwise, the behavior is undefined. If this API call is 2025-09-07T06:38:50.7340050Z not the first collective call in the ``group``, batched P2P operations 2025-09-07T06:38:50.7340170Z involving only a subset of ranks of the ``group`` are allowed. 2025-09-07T06:38:50.7340220Z 2025-09-07T06:38:50.7340360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7340400Z 2025-09-07T06:38:50.7340450Z warnings.warn(msg) 2025-09-07T06:38:50.7340490Z 2025-09-07T06:38:50.7340590Z --- Parse Warning: 50 / 146 --- 2025-09-07T06:38:50.7341270Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_reduce in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2837. 2025-09-07T06:38:50.7341450Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7341520Z 2025-09-07T06:38:50.7341680Z Reduces the tensor data across all machines in a way that all get the final result. 2025-09-07T06:38:50.7341720Z 2025-09-07T06:38:50.7341860Z After the call ``tensor`` is going to be bitwise identical in all processes. 2025-09-07T06:38:50.7341900Z 2025-09-07T06:38:50.7341960Z Complex tensors are supported. 2025-09-07T06:38:50.7342000Z 2025-09-07T06:38:50.7342040Z Args: 2025-09-07T06:38:50.7342160Z tensor (Tensor): Input and output of the collective. The function 2025-09-07T06:38:50.7342220Z operates in-place. 2025-09-07T06:38:50.7342290Z op (optional): One of the values from 2025-09-07T06:38:50.7342360Z ``torch.distributed.ReduceOp`` 2025-09-07T06:38:50.7342480Z enum. Specifies an operation used for element-wise reductions. 2025-09-07T06:38:50.7342620Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:50.7342700Z the default process group will be used. 2025-09-07T06:38:50.7342820Z async_op (bool, optional): Whether this op should be an async op 2025-09-07T06:38:50.7342860Z 2025-09-07T06:38:50.7342900Z Returns: 2025-09-07T06:38:50.7342980Z Async work handle, if async_op is set to True. 2025-09-07T06:38:50.7343070Z None, if not async_op or if not part of the group 2025-09-07T06:38:50.7343110Z 2025-09-07T06:38:50.7343150Z Examples: 2025-09-07T06:38:50.7343210Z >>> # xdoctest: +SKIP("no rank") 2025-09-07T06:38:50.7343310Z >>> # All tensors below are of torch.int64 type. 2025-09-07T06:38:50.7343390Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:50.7343460Z >>> device = torch.device(f"cuda:{rank}") 2025-09-07T06:38:50.7346330Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-09-07T06:38:50.7346380Z >>> tensor 2025-09-07T06:38:50.7346450Z tensor([1, 2], device='cuda:0') # Rank 0 2025-09-07T06:38:50.7346520Z tensor([3, 4], device='cuda:1') # Rank 1 2025-09-07T06:38:50.7346600Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-09-07T06:38:50.7346640Z >>> tensor 2025-09-07T06:38:50.7346710Z tensor([4, 6], device='cuda:0') # Rank 0 2025-09-07T06:38:50.7346830Z tensor([4, 6], device='cuda:1') # Rank 1 2025-09-07T06:38:50.7346870Z 2025-09-07T06:38:50.7346950Z >>> # All tensors below are of torch.cfloat type. 2025-09-07T06:38:50.7347020Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:50.7347080Z >>> tensor = torch.tensor( 2025-09-07T06:38:50.7347170Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-09-07T06:38:50.7347230Z ... ) + 2 * rank * (1 + 1j) 2025-09-07T06:38:50.7347270Z >>> tensor 2025-09-07T06:38:50.7347350Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-09-07T06:38:50.7347440Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-09-07T06:38:50.7347520Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-09-07T06:38:50.7347560Z >>> tensor 2025-09-07T06:38:50.7347640Z tensor([4.+4.j, 6.+6.j], device='cuda:0') # Rank 0 2025-09-07T06:38:50.7347720Z tensor([4.+4.j, 6.+6.j], device='cuda:1') # Rank 1 2025-09-07T06:38:50.7347760Z 2025-09-07T06:38:50.7347800Z 2025-09-07T06:38:50.7347950Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7347990Z 2025-09-07T06:38:50.7348040Z warnings.warn(msg) 2025-09-07T06:38:50.7348080Z 2025-09-07T06:38:50.7348200Z --- Parse Warning: 51 / 146 --- 2025-09-07T06:38:50.7348930Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=gather_object in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3201. 2025-09-07T06:38:50.7349110Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7349150Z 2025-09-07T06:38:50.7349280Z Gathers picklable objects from the whole group in a single process. 2025-09-07T06:38:50.7349320Z 2025-09-07T06:38:50.7349460Z Similar to :func:`gather`, but Python objects can be passed in. Note that the 2025-09-07T06:38:50.7349550Z object must be picklable in order to be gathered. 2025-09-07T06:38:50.7349590Z 2025-09-07T06:38:50.7349630Z Args: 2025-09-07T06:38:50.7349710Z obj (Any): Input object. Must be picklable. 2025-09-07T06:38:50.7349840Z object_gather_list (list[Any]): Output list. On the ``dst`` rank, it 2025-09-07T06:38:50.7349960Z should be correctly sized as the size of the group for this 2025-09-07T06:38:50.7350080Z collective and will contain the output. Must be ``None`` on non-dst 2025-09-07T06:38:50.7350150Z ranks. (default is ``None``) 2025-09-07T06:38:50.7350340Z dst (int, optional): Destination rank on global process group (regardless of ``group`` argument). 2025-09-07T06:38:50.7350460Z (If both ``dst`` and ``group_dst`` are None, default is global rank 0) 2025-09-07T06:38:50.7350600Z group: (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:50.7350720Z the default process group will be used. Default is ``None``. 2025-09-07T06:38:50.7350950Z group_dst (int, optional): Destination rank on ``group``. Invalid to specify both ``dst`` and ``group_dst`` 2025-09-07T06:38:50.7350990Z 2025-09-07T06:38:50.7351030Z Returns: 2025-09-07T06:38:50.7351150Z None. On the ``dst`` rank, ``object_gather_list`` will contain the 2025-09-07T06:38:50.7351200Z output of the collective. 2025-09-07T06:38:50.7351240Z 2025-09-07T06:38:50.7351370Z .. note:: Note that this API differs slightly from the gather collective 2025-09-07T06:38:50.7351510Z since it does not provide an async_op handle and thus will be a blocking 2025-09-07T06:38:50.7351550Z call. 2025-09-07T06:38:50.7351590Z 2025-09-07T06:38:50.7351720Z .. note:: For NCCL-based processed groups, internal tensor representations 2025-09-07T06:38:50.7351850Z of objects must be moved to the GPU device before communication takes 2025-09-07T06:38:50.7351960Z place. In this case, the device used is given by 2025-09-07T06:38:50.7352100Z ``torch.cuda.current_device()`` and it is the user's responsibility to 2025-09-07T06:38:50.7352220Z ensure that this is set so that each rank has an individual GPU, via 2025-09-07T06:38:50.7352280Z ``torch.cuda.set_device()``. 2025-09-07T06:38:50.7352320Z 2025-09-07T06:38:50.7352370Z .. warning:: 2025-09-07T06:38:50.7352510Z Object collectives have a number of serious performance and scalability 2025-09-07T06:38:50.7352610Z limitations. See :ref:`object_collectives` for details. 2025-09-07T06:38:50.7352650Z 2025-09-07T06:38:50.7352700Z .. warning:: 2025-09-07T06:38:50.7352820Z :func:`gather_object` uses ``pickle`` module implicitly, which is 2025-09-07T06:38:50.7352950Z known to be insecure. It is possible to construct malicious pickle data 2025-09-07T06:38:50.7353080Z which will execute arbitrary code during unpickling. Only call this 2025-09-07T06:38:50.7353140Z function with data you trust. 2025-09-07T06:38:50.7353180Z 2025-09-07T06:38:50.7353220Z .. warning:: 2025-09-07T06:38:50.7353360Z Calling :func:`gather_object` with GPU tensors is not well supported 2025-09-07T06:38:50.7353520Z and inefficient as it incurs GPU -> CPU transfer since tensors would be 2025-09-07T06:38:50.7353620Z pickled. Please consider using :func:`gather` instead. 2025-09-07T06:38:50.7353660Z 2025-09-07T06:38:50.7353710Z Example:: 2025-09-07T06:38:50.7353790Z >>> # xdoctest: +SKIP("need process group init") 2025-09-07T06:38:50.7353920Z >>> # Note: Process group initialization omitted on each rank. 2025-09-07T06:38:50.7353990Z >>> import torch.distributed as dist 2025-09-07T06:38:50.7354050Z >>> # Assumes world_size of 3. 2025-09-07T06:38:50.7354160Z >>> gather_objects = ["foo", 12, {1: 2}] # any picklable object 2025-09-07T06:38:50.7354230Z >>> output = [None for _ in gather_objects] 2025-09-07T06:38:50.7354290Z >>> dist.gather_object( 2025-09-07T06:38:50.7354360Z ... gather_objects[dist.get_rank()], 2025-09-07T06:38:50.7354440Z ... output if dist.get_rank() == 0 else None, 2025-09-07T06:38:50.7354490Z ... dst=0 2025-09-07T06:38:50.7354530Z ... ) 2025-09-07T06:38:50.7354570Z >>> # On rank 0 2025-09-07T06:38:50.7354610Z >>> output 2025-09-07T06:38:50.7354660Z ['foo', 12, {1: 2}] 2025-09-07T06:38:50.7354700Z 2025-09-07T06:38:50.7354850Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7354890Z 2025-09-07T06:38:50.7354940Z warnings.warn(msg) 2025-09-07T06:38:50.7354980Z 2025-09-07T06:38:50.7355080Z --- Parse Warning: 52 / 146 --- 2025-09-07T06:38:50.7355790Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_gather in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3849. 2025-09-07T06:38:50.7355970Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7356010Z 2025-09-07T06:38:50.7356100Z Gathers tensors from the whole group in a list. 2025-09-07T06:38:50.7356140Z 2025-09-07T06:38:50.7356220Z Complex and uneven sized tensors are supported. 2025-09-07T06:38:50.7356260Z 2025-09-07T06:38:50.7356300Z Args: 2025-09-07T06:38:50.7356410Z tensor_list (list[Tensor]): Output list. It should contain 2025-09-07T06:38:50.7356540Z correctly-sized tensors to be used for output of the collective. 2025-09-07T06:38:50.7356610Z Uneven sized tensors are supported. 2025-09-07T06:38:50.7356720Z tensor (Tensor): Tensor to be broadcast from current process. 2025-09-07T06:38:50.7356880Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:50.7356960Z the default process group will be used. 2025-09-07T06:38:50.7357070Z async_op (bool, optional): Whether this op should be an async op 2025-09-07T06:38:50.7357120Z 2025-09-07T06:38:50.7357160Z Returns: 2025-09-07T06:38:50.7357240Z Async work handle, if async_op is set to True. 2025-09-07T06:38:50.7357330Z None, if not async_op or if not part of the group 2025-09-07T06:38:50.7357370Z 2025-09-07T06:38:50.7357410Z Examples: 2025-09-07T06:38:50.7357490Z >>> # xdoctest: +SKIP("need process group init") 2025-09-07T06:38:50.7357570Z >>> # All tensors below are of torch.int64 dtype. 2025-09-07T06:38:50.7357650Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:50.7357710Z >>> device = torch.device(f"cuda:{rank}") 2025-09-07T06:38:50.7357760Z >>> tensor_list = [ 2025-09-07T06:38:50.7357890Z ... torch.zeros(2, dtype=torch.int64, device=device) for _ in range(2) 2025-09-07T06:38:50.7357930Z ... ] 2025-09-07T06:38:50.7357980Z >>> tensor_list 2025-09-07T06:38:50.7358100Z [tensor([0, 0], device='cuda:0'), tensor([0, 0], device='cuda:0')] # Rank 0 2025-09-07T06:38:50.7358230Z [tensor([0, 0], device='cuda:1'), tensor([0, 0], device='cuda:1')] # Rank 1 2025-09-07T06:38:50.7358380Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-09-07T06:38:50.7358430Z >>> tensor 2025-09-07T06:38:50.7358500Z tensor([1, 2], device='cuda:0') # Rank 0 2025-09-07T06:38:50.7358560Z tensor([3, 4], device='cuda:1') # Rank 1 2025-09-07T06:38:50.7358650Z >>> dist.all_gather(tensor_list, tensor) 2025-09-07T06:38:50.7358700Z >>> tensor_list 2025-09-07T06:38:50.7358820Z [tensor([1, 2], device='cuda:0'), tensor([3, 4], device='cuda:0')] # Rank 0 2025-09-07T06:38:50.7358930Z [tensor([1, 2], device='cuda:1'), tensor([3, 4], device='cuda:1')] # Rank 1 2025-09-07T06:38:50.7358970Z 2025-09-07T06:38:50.7359060Z >>> # All tensors below are of torch.cfloat dtype. 2025-09-07T06:38:50.7359130Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:50.7359180Z >>> tensor_list = [ 2025-09-07T06:38:50.7359310Z ... torch.zeros(2, dtype=torch.cfloat, device=device) for _ in range(2) 2025-09-07T06:38:50.7359350Z ... ] 2025-09-07T06:38:50.7359400Z >>> tensor_list 2025-09-07T06:38:50.7359550Z [tensor([0.+0.j, 0.+0.j], device='cuda:0'), tensor([0.+0.j, 0.+0.j], device='cuda:0')] # Rank 0 2025-09-07T06:38:50.7359700Z [tensor([0.+0.j, 0.+0.j], device='cuda:1'), tensor([0.+0.j, 0.+0.j], device='cuda:1')] # Rank 1 2025-09-07T06:38:50.7359760Z >>> tensor = torch.tensor( 2025-09-07T06:38:50.7359850Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-09-07T06:38:50.7359900Z ... ) + 2 * rank * (1 + 1j) 2025-09-07T06:38:50.7359950Z >>> tensor 2025-09-07T06:38:50.7360030Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-09-07T06:38:50.7360110Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-09-07T06:38:50.7360220Z >>> dist.all_gather(tensor_list, tensor) 2025-09-07T06:38:50.7360270Z >>> tensor_list 2025-09-07T06:38:50.7360420Z [tensor([1.+1.j, 2.+2.j], device='cuda:0'), tensor([3.+3.j, 4.+4.j], device='cuda:0')] # Rank 0 2025-09-07T06:38:50.7360560Z [tensor([1.+1.j, 2.+2.j], device='cuda:1'), tensor([3.+3.j, 4.+4.j], device='cuda:1')] # Rank 1 2025-09-07T06:38:50.7360600Z 2025-09-07T06:38:50.7360640Z 2025-09-07T06:38:50.7360790Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7360830Z 2025-09-07T06:38:50.7360880Z warnings.warn(msg) 2025-09-07T06:38:50.7360920Z 2025-09-07T06:38:50.7361020Z --- Parse Warning: 53 / 146 --- 2025-09-07T06:38:50.7361710Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_to_all_single in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4555. 2025-09-07T06:38:50.7361900Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7361940Z 2025-09-07T06:38:50.7362100Z Split input tensor and then scatter the split list to all processes in a group. 2025-09-07T06:38:50.7362130Z 2025-09-07T06:38:50.7362290Z Later the received tensors are concatenated from all the processes in the group 2025-09-07T06:38:50.7362360Z and returned as a single output tensor. 2025-09-07T06:38:50.7362400Z 2025-09-07T06:38:50.7362460Z Complex tensors are supported. 2025-09-07T06:38:50.7362490Z 2025-09-07T06:38:50.7362530Z Args: 2025-09-07T06:38:50.7362630Z output (Tensor): Gathered concatenated output tensor. 2025-09-07T06:38:50.7362710Z input (Tensor): Input tensor to scatter. 2025-09-07T06:38:50.7362840Z output_split_sizes: (list[Int], optional): Output split sizes for dim 0 2025-09-07T06:38:50.7362970Z if specified None or empty, dim 0 of ``output`` tensor must divide 2025-09-07T06:38:50.7363030Z equally by ``world_size``. 2025-09-07T06:38:50.7363180Z input_split_sizes: (list[Int], optional): Input split sizes for dim 0 2025-09-07T06:38:50.7363300Z if specified None or empty, dim 0 of ``input`` tensor must divide 2025-09-07T06:38:50.7363360Z equally by ``world_size``. 2025-09-07T06:38:50.7363520Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:50.7363600Z the default process group will be used. 2025-09-07T06:38:50.7363720Z async_op (bool, optional): Whether this op should be an async op. 2025-09-07T06:38:50.7363760Z 2025-09-07T06:38:50.7363800Z Returns: 2025-09-07T06:38:50.7363890Z Async work handle, if async_op is set to True. 2025-09-07T06:38:50.7363970Z None, if not async_op or if not part of the group. 2025-09-07T06:38:50.7364010Z 2025-09-07T06:38:50.7364060Z .. warning:: 2025-09-07T06:38:50.7364160Z `all_to_all_single` is experimental and subject to change. 2025-09-07T06:38:50.7364210Z 2025-09-07T06:38:50.7364250Z Examples: 2025-09-07T06:38:50.7364320Z >>> # xdoctest: +SKIP("Undefined rank") 2025-09-07T06:38:50.7364380Z >>> input = torch.arange(4) + rank * 4 2025-09-07T06:38:50.7364420Z >>> input 2025-09-07T06:38:50.7364480Z tensor([0, 1, 2, 3]) # Rank 0 2025-09-07T06:38:50.7364540Z tensor([4, 5, 6, 7]) # Rank 1 2025-09-07T06:38:50.7364590Z tensor([8, 9, 10, 11]) # Rank 2 2025-09-07T06:38:50.7364650Z tensor([12, 13, 14, 15]) # Rank 3 2025-09-07T06:38:50.7364730Z >>> output = torch.empty([4], dtype=torch.int64) 2025-09-07T06:38:50.7364800Z >>> dist.all_to_all_single(output, input) 2025-09-07T06:38:50.7364850Z >>> output 2025-09-07T06:38:50.7364900Z tensor([0, 4, 8, 12]) # Rank 0 2025-09-07T06:38:50.7364950Z tensor([1, 5, 9, 13]) # Rank 1 2025-09-07T06:38:50.7365030Z tensor([2, 6, 10, 14]) # Rank 2 2025-09-07T06:38:50.7365080Z tensor([3, 7, 11, 15]) # Rank 3 2025-09-07T06:38:50.7365120Z 2025-09-07T06:38:50.7365220Z >>> # Essentially, it is similar to following operation: 2025-09-07T06:38:50.7365310Z >>> scatter_list = list(input.chunk(world_size)) 2025-09-07T06:38:50.7365390Z >>> gather_list = list(output.chunk(world_size)) 2025-09-07T06:38:50.7365450Z >>> for i in range(world_size): 2025-09-07T06:38:50.7365580Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src = i) 2025-09-07T06:38:50.7365620Z 2025-09-07T06:38:50.7365690Z >>> # Another example with uneven split 2025-09-07T06:38:50.7365760Z >>> input 2025-09-07T06:38:50.7365860Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-09-07T06:38:50.7365960Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-09-07T06:38:50.7366060Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-09-07T06:38:50.7366150Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-09-07T06:38:50.7366200Z >>> input_splits 2025-09-07T06:38:50.7366280Z [2, 2, 1, 1] # Rank 0 2025-09-07T06:38:50.7366360Z [3, 2, 2, 2] # Rank 1 2025-09-07T06:38:50.7366430Z [2, 1, 1, 1] # Rank 2 2025-09-07T06:38:50.7366510Z [2, 2, 2, 1] # Rank 3 2025-09-07T06:38:50.7366560Z >>> output_splits 2025-09-07T06:38:50.7366630Z [2, 3, 2, 2] # Rank 0 2025-09-07T06:38:50.7366710Z [2, 2, 1, 2] # Rank 1 2025-09-07T06:38:50.7366790Z [1, 2, 1, 2] # Rank 2 2025-09-07T06:38:50.7366860Z [1, 2, 1, 1] # Rank 3 2025-09-07T06:38:50.7366940Z >>> output = ... 2025-09-07T06:38:50.7367070Z >>> dist.all_to_all_single(output, input, output_splits, input_splits) 2025-09-07T06:38:50.7367110Z >>> output 2025-09-07T06:38:50.7367200Z tensor([ 0, 1, 10, 11, 12, 20, 21, 30, 31]) # Rank 0 2025-09-07T06:38:50.7367320Z tensor([ 2, 3, 13, 14, 22, 32, 33]) # Rank 1 2025-09-07T06:38:50.7367410Z tensor([ 4, 15, 16, 23, 34, 35]) # Rank 2 2025-09-07T06:38:50.7367510Z tensor([ 5, 17, 18, 24, 36]) # Rank 3 2025-09-07T06:38:50.7367550Z 2025-09-07T06:38:50.7367590Z 2025-09-07T06:38:50.7367690Z >>> # Another example with tensors of torch.cfloat type. 2025-09-07T06:38:50.7367750Z >>> input = torch.tensor( 2025-09-07T06:38:50.7367830Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-09-07T06:38:50.7367890Z ... ) + 4 * rank * (1 + 1j) 2025-09-07T06:38:50.7367930Z >>> input 2025-09-07T06:38:50.7368040Z tensor([1+1j, 2+2j, 3+3j, 4+4j]) # Rank 0 2025-09-07T06:38:50.7368140Z tensor([5+5j, 6+6j, 7+7j, 8+8j]) # Rank 1 2025-09-07T06:38:50.7368250Z tensor([9+9j, 10+10j, 11+11j, 12+12j]) # Rank 2 2025-09-07T06:38:50.7368360Z tensor([13+13j, 14+14j, 15+15j, 16+16j]) # Rank 3 2025-09-07T06:38:50.7368440Z >>> output = torch.empty([4], dtype=torch.int64) 2025-09-07T06:38:50.7368520Z >>> dist.all_to_all_single(output, input) 2025-09-07T06:38:50.7368560Z >>> output 2025-09-07T06:38:50.7368660Z tensor([1+1j, 5+5j, 9+9j, 13+13j]) # Rank 0 2025-09-07T06:38:50.7368790Z tensor([2+2j, 6+6j, 10+10j, 14+14j]) # Rank 1 2025-09-07T06:38:50.7368890Z tensor([3+3j, 7+7j, 11+11j, 15+15j]) # Rank 2 2025-09-07T06:38:50.7369000Z tensor([4+4j, 8+8j, 12+12j, 16+16j]) # Rank 3 2025-09-07T06:38:50.7369040Z 2025-09-07T06:38:50.7369180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7369220Z 2025-09-07T06:38:50.7369280Z warnings.warn(msg) 2025-09-07T06:38:50.7369320Z 2025-09-07T06:38:50.7369420Z --- Parse Warning: 54 / 146 --- 2025-09-07T06:38:50.7370090Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_to_all in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4697. 2025-09-07T06:38:50.7370270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7370310Z 2025-09-07T06:38:50.7370530Z Scatters list of input tensors to all processes in a group and return gathered list of tensors in output list. 2025-09-07T06:38:50.7370570Z 2025-09-07T06:38:50.7370630Z Complex tensors are supported. 2025-09-07T06:38:50.7370670Z 2025-09-07T06:38:50.7370710Z Args: 2025-09-07T06:38:50.7370840Z output_tensor_list (list[Tensor]): List of tensors to be gathered one 2025-09-07T06:38:50.7370890Z per rank. 2025-09-07T06:38:50.7371020Z input_tensor_list (list[Tensor]): List of tensors to scatter one per rank. 2025-09-07T06:38:50.7371160Z group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:50.7371240Z the default process group will be used. 2025-09-07T06:38:50.7371360Z async_op (bool, optional): Whether this op should be an async op. 2025-09-07T06:38:50.7371400Z 2025-09-07T06:38:50.7371440Z Returns: 2025-09-07T06:38:50.7371520Z Async work handle, if async_op is set to True. 2025-09-07T06:38:50.7371640Z None, if not async_op or if not part of the group. 2025-09-07T06:38:50.7371680Z 2025-09-07T06:38:50.7371720Z .. warning:: 2025-09-07T06:38:50.7371810Z `all_to_all` is experimental and subject to change. 2025-09-07T06:38:50.7371850Z 2025-09-07T06:38:50.7371890Z Examples: 2025-09-07T06:38:50.7371980Z >>> # xdoctest: +SKIP("Undefined rank") 2025-09-07T06:38:50.7372050Z >>> input = torch.arange(4) + rank * 4 2025-09-07T06:38:50.7372110Z >>> input = list(input.chunk(4)) 2025-09-07T06:38:50.7372150Z >>> input 2025-09-07T06:38:50.7372260Z [tensor([0]), tensor([1]), tensor([2]), tensor([3])] # Rank 0 2025-09-07T06:38:50.7372370Z [tensor([4]), tensor([5]), tensor([6]), tensor([7])] # Rank 1 2025-09-07T06:38:50.7372460Z [tensor([8]), tensor([9]), tensor([10]), tensor([11])] # Rank 2 2025-09-07T06:38:50.7372570Z [tensor([12]), tensor([13]), tensor([14]), tensor([15])] # Rank 3 2025-09-07T06:38:50.7372680Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-09-07T06:38:50.7372740Z >>> dist.all_to_all(output, input) 2025-09-07T06:38:50.7372780Z >>> output 2025-09-07T06:38:50.7372880Z [tensor([0]), tensor([4]), tensor([8]), tensor([12])] # Rank 0 2025-09-07T06:38:50.7372980Z [tensor([1]), tensor([5]), tensor([9]), tensor([13])] # Rank 1 2025-09-07T06:38:50.7373070Z [tensor([2]), tensor([6]), tensor([10]), tensor([14])] # Rank 2 2025-09-07T06:38:50.7373170Z [tensor([3]), tensor([7]), tensor([11]), tensor([15])] # Rank 3 2025-09-07T06:38:50.7373210Z 2025-09-07T06:38:50.7373310Z >>> # Essentially, it is similar to following operation: 2025-09-07T06:38:50.7373360Z >>> scatter_list = input 2025-09-07T06:38:50.7373420Z >>> gather_list = output 2025-09-07T06:38:50.7373500Z >>> for i in range(world_size): 2025-09-07T06:38:50.7373640Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src=i) 2025-09-07T06:38:50.7373680Z 2025-09-07T06:38:50.7373720Z >>> input 2025-09-07T06:38:50.7373810Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-09-07T06:38:50.7373910Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-09-07T06:38:50.7374010Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-09-07T06:38:50.7374100Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-09-07T06:38:50.7374150Z >>> input_splits 2025-09-07T06:38:50.7374310Z [2, 2, 1, 1] # Rank 0 2025-09-07T06:38:50.7374390Z [3, 2, 2, 2] # Rank 1 2025-09-07T06:38:50.7374460Z [2, 1, 1, 1] # Rank 2 2025-09-07T06:38:50.7374540Z [2, 2, 2, 1] # Rank 3 2025-09-07T06:38:50.7374590Z >>> output_splits 2025-09-07T06:38:50.7374660Z [2, 3, 2, 2] # Rank 0 2025-09-07T06:38:50.7374740Z [2, 2, 1, 2] # Rank 1 2025-09-07T06:38:50.7374810Z [1, 2, 1, 2] # Rank 2 2025-09-07T06:38:50.7374890Z [1, 2, 1, 1] # Rank 3 2025-09-07T06:38:50.7374970Z >>> input = list(input.split(input_splits)) 2025-09-07T06:38:50.7375010Z >>> input 2025-09-07T06:38:50.7375140Z [tensor([0, 1]), tensor([2, 3]), tensor([4]), tensor([5])] # Rank 0 2025-09-07T06:38:50.7375260Z [tensor([10, 11, 12]), tensor([13, 14]), tensor([15, 16]), tensor([17, 18])] # Rank 1 2025-09-07T06:38:50.7375390Z [tensor([20, 21]), tensor([22]), tensor([23]), tensor([24])] # Rank 2 2025-09-07T06:38:50.7375530Z [tensor([30, 31]), tensor([32, 33]), tensor([34, 35]), tensor([36])] # Rank 3 2025-09-07T06:38:50.7375580Z >>> output = ... 2025-09-07T06:38:50.7375650Z >>> dist.all_to_all(output, input) 2025-09-07T06:38:50.7375690Z >>> output 2025-09-07T06:38:50.7375830Z [tensor([0, 1]), tensor([10, 11, 12]), tensor([20, 21]), tensor([30, 31])] # Rank 0 2025-09-07T06:38:50.7375950Z [tensor([2, 3]), tensor([13, 14]), tensor([22]), tensor([32, 33])] # Rank 1 2025-09-07T06:38:50.7376070Z [tensor([4]), tensor([15, 16]), tensor([23]), tensor([34, 35])] # Rank 2 2025-09-07T06:38:50.7376200Z [tensor([5]), tensor([17, 18]), tensor([24]), tensor([36])] # Rank 3 2025-09-07T06:38:50.7376240Z 2025-09-07T06:38:50.7376340Z >>> # Another example with tensors of torch.cfloat type. 2025-09-07T06:38:50.7376390Z >>> input = torch.tensor( 2025-09-07T06:38:50.7376480Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-09-07T06:38:50.7376540Z ... ) + 4 * rank * (1 + 1j) 2025-09-07T06:38:50.7376600Z >>> input = list(input.chunk(4)) 2025-09-07T06:38:50.7376640Z >>> input 2025-09-07T06:38:50.7376770Z [tensor([1+1j]), tensor([2+2j]), tensor([3+3j]), tensor([4+4j])] # Rank 0 2025-09-07T06:38:50.7376900Z [tensor([5+5j]), tensor([6+6j]), tensor([7+7j]), tensor([8+8j])] # Rank 1 2025-09-07T06:38:50.7377030Z [tensor([9+9j]), tensor([10+10j]), tensor([11+11j]), tensor([12+12j])] # Rank 2 2025-09-07T06:38:50.7377160Z [tensor([13+13j]), tensor([14+14j]), tensor([15+15j]), tensor([16+16j])] # Rank 3 2025-09-07T06:38:50.7377270Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-09-07T06:38:50.7377340Z >>> dist.all_to_all(output, input) 2025-09-07T06:38:50.7377410Z >>> output 2025-09-07T06:38:50.7377540Z [tensor([1+1j]), tensor([5+5j]), tensor([9+9j]), tensor([13+13j])] # Rank 0 2025-09-07T06:38:50.7377670Z [tensor([2+2j]), tensor([6+6j]), tensor([10+10j]), tensor([14+14j])] # Rank 1 2025-09-07T06:38:50.7377790Z [tensor([3+3j]), tensor([7+7j]), tensor([11+11j]), tensor([15+15j])] # Rank 2 2025-09-07T06:38:50.7377920Z [tensor([4+4j]), tensor([8+8j]), tensor([12+12j]), tensor([16+16j])] # Rank 3 2025-09-07T06:38:50.7377960Z 2025-09-07T06:38:50.7378000Z 2025-09-07T06:38:50.7378150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7378190Z 2025-09-07T06:38:50.7378270Z warnings.warn(msg) 2025-09-07T06:38:50.7378310Z 2025-09-07T06:38:50.7378410Z --- Parse Warning: 55 / 146 --- 2025-09-07T06:38:50.7379050Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=__doc__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/launch.py line=2. 2025-09-07T06:38:50.7379210Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7379250Z 2025-09-07T06:38:50.7379310Z Module ``torch.distributed.launch``. 2025-09-07T06:38:50.7379360Z 2025-09-07T06:38:50.7379500Z ``torch.distributed.launch`` is a module that spawns up multiple distributed 2025-09-07T06:38:50.7379600Z training processes on each of the training nodes. 2025-09-07T06:38:50.7379630Z 2025-09-07T06:38:50.7379680Z .. warning:: 2025-09-07T06:38:50.7379720Z 2025-09-07T06:38:50.7379870Z This module is going to be deprecated in favor of :ref:`torchrun `. 2025-09-07T06:38:50.7379910Z 2025-09-07T06:38:50.7380050Z The utility can be used for single-node distributed training, in which one or 2025-09-07T06:38:50.7380200Z more processes per node will be spawned. The utility can be used for either 2025-09-07T06:38:50.7380350Z CPU training or GPU training. If the utility is used for GPU training, 2025-09-07T06:38:50.7380500Z each distributed process will be operating on a single GPU. This can achieve 2025-09-07T06:38:50.7380640Z well-improved single-node training performance. It can also be used in 2025-09-07T06:38:50.7380870Z multi-node distributed training, by spawning up multiple processes on each node 2025-09-07T06:38:50.7381010Z for well-improved multi-node distributed training performance as well. 2025-09-07T06:38:50.7381150Z This will especially be beneficial for systems with multiple Infiniband 2025-09-07T06:38:50.7381300Z interfaces that have direct-GPU support, since all of them can be utilized for 2025-09-07T06:38:50.7381370Z aggregated communication bandwidth. 2025-09-07T06:38:50.7381410Z 2025-09-07T06:38:50.7381550Z In both cases of single-node distributed training or multi-node distributed 2025-09-07T06:38:50.7381690Z training, this utility will launch the given number of processes per node 2025-09-07T06:38:50.7381830Z (``--nproc-per-node``). If used for GPU training, this number needs to be less 2025-09-07T06:38:50.7381960Z or equal to the number of GPUs on the current system (``nproc_per_node``), 2025-09-07T06:38:50.7382090Z and each process will be operating on a single GPU from *GPU 0 to 2025-09-07T06:38:50.7382150Z GPU (nproc_per_node - 1)*. 2025-09-07T06:38:50.7382190Z 2025-09-07T06:38:50.7382240Z **How to use this module:** 2025-09-07T06:38:50.7382280Z 2025-09-07T06:38:50.7382370Z 1. Single-Node multi-process distributed training 2025-09-07T06:38:50.7382410Z 2025-09-07T06:38:50.7382450Z :: 2025-09-07T06:38:50.7382490Z 2025-09-07T06:38:50.7382640Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-09-07T06:38:50.7382770Z YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 and all other 2025-09-07T06:38:50.7382850Z arguments of your training script) 2025-09-07T06:38:50.7382890Z 2025-09-07T06:38:50.7383020Z 2. Multi-Node multi-process distributed training: (e.g. two nodes) 2025-09-07T06:38:50.7383060Z 2025-09-07T06:38:50.7383100Z 2025-09-07T06:38:50.7383190Z Node 1: *(IP: 192.168.1.1, and has a free port: 1234)* 2025-09-07T06:38:50.7383230Z 2025-09-07T06:38:50.7383270Z :: 2025-09-07T06:38:50.7383310Z 2025-09-07T06:38:50.7383450Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-09-07T06:38:50.7383550Z --nnodes=2 --node-rank=0 --master-addr="192.168.1.1" 2025-09-07T06:38:50.7383680Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-09-07T06:38:50.7383800Z and all other arguments of your training script) 2025-09-07T06:38:50.7383840Z 2025-09-07T06:38:50.7383880Z Node 2: 2025-09-07T06:38:50.7383920Z 2025-09-07T06:38:50.7383960Z :: 2025-09-07T06:38:50.7384000Z 2025-09-07T06:38:50.7384140Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-09-07T06:38:50.7384240Z --nnodes=2 --node-rank=1 --master-addr="192.168.1.1" 2025-09-07T06:38:50.7384370Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-09-07T06:38:50.7384460Z and all other arguments of your training script) 2025-09-07T06:38:50.7384510Z 2025-09-07T06:38:50.7384600Z 3. To look up what optional arguments this module offers: 2025-09-07T06:38:50.7384640Z 2025-09-07T06:38:50.7384680Z :: 2025-09-07T06:38:50.7384720Z 2025-09-07T06:38:50.7384800Z python -m torch.distributed.launch --help 2025-09-07T06:38:50.7384840Z 2025-09-07T06:38:50.7384880Z 2025-09-07T06:38:50.7384930Z **Important Notices:** 2025-09-07T06:38:50.7384970Z 2025-09-07T06:38:50.7385090Z 1. This utility and multi-process distributed (single-node or 2025-09-07T06:38:50.7385240Z multi-node) GPU training currently only achieves the best performance using 2025-09-07T06:38:50.7385420Z the NCCL distributed backend. Thus NCCL backend is the recommended backend to 2025-09-07T06:38:50.7385470Z use for GPU training. 2025-09-07T06:38:50.7385510Z 2025-09-07T06:38:50.7385640Z 2. In your training program, you must parse the command-line argument: 2025-09-07T06:38:50.7385800Z ``--local-rank=LOCAL_PROCESS_RANK``, which will be provided by this module. 2025-09-07T06:38:50.7385940Z If your training program uses GPUs, you should ensure that your code only 2025-09-07T06:38:50.7386060Z runs on the GPU device of LOCAL_PROCESS_RANK. This can be done by: 2025-09-07T06:38:50.7386100Z 2025-09-07T06:38:50.7386160Z Parsing the local_rank argument 2025-09-07T06:38:50.7386200Z 2025-09-07T06:38:50.7386240Z :: 2025-09-07T06:38:50.7386280Z 2025-09-07T06:38:50.7386330Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7386380Z >>> import argparse 2025-09-07T06:38:50.7386460Z >>> parser = argparse.ArgumentParser() 2025-09-07T06:38:50.7386580Z >>> parser.add_argument("--local-rank", "--local_rank", type=int) 2025-09-07T06:38:50.7386640Z >>> args = parser.parse_args() 2025-09-07T06:38:50.7386680Z 2025-09-07T06:38:50.7386750Z Set your device to local rank using either 2025-09-07T06:38:50.7386790Z 2025-09-07T06:38:50.7386830Z :: 2025-09-07T06:38:50.7386870Z 2025-09-07T06:38:50.7386990Z >>> torch.cuda.set_device(args.local_rank) # before your code runs 2025-09-07T06:38:50.7387030Z 2025-09-07T06:38:50.7387070Z or 2025-09-07T06:38:50.7387110Z 2025-09-07T06:38:50.7387150Z :: 2025-09-07T06:38:50.7387190Z 2025-09-07T06:38:50.7387270Z >>> with torch.cuda.device(args.local_rank): 2025-09-07T06:38:50.7387330Z >>> # your code to run 2025-09-07T06:38:50.7387370Z >>> ... 2025-09-07T06:38:50.7387430Z 2025-09-07T06:38:50.7387480Z .. versionchanged:: 2.0.0 2025-09-07T06:38:50.7387520Z 2025-09-07T06:38:50.7387670Z The launcher will passes the ``--local-rank=`` argument to your script. 2025-09-07T06:38:50.7387820Z From PyTorch 2.0.0 onwards, the dashed ``--local-rank`` is preferred over the 2025-09-07T06:38:50.7387900Z previously used underscored ``--local_rank``. 2025-09-07T06:38:50.7387940Z 2025-09-07T06:38:50.7388090Z For backward compatibility, it may be necessary for users to handle both 2025-09-07T06:38:50.7388250Z cases in their argument parsing code. This means including both ``"--local-rank"`` 2025-09-07T06:38:50.7388380Z and ``"--local_rank"`` in the argument parser. If only ``"--local_rank"`` is 2025-09-07T06:38:50.7388550Z provided, the launcher will trigger an error: "error: unrecognized arguments: 2025-09-07T06:38:50.7388690Z --local-rank=". For training code that only supports PyTorch 2.0.0+, 2025-09-07T06:38:50.7388790Z including ``"--local-rank"`` should be sufficient. 2025-09-07T06:38:50.7388830Z 2025-09-07T06:38:50.7388970Z 3. In your training program, you are supposed to call the following function 2025-09-07T06:38:50.7389110Z at the beginning to start the distributed backend. It is strongly recommended 2025-09-07T06:38:50.7389250Z that ``init_method=env://``. Other init methods (e.g. ``tcp://``) may work, 2025-09-07T06:38:50.7389370Z but ``env://`` is the one that is officially supported by this module. 2025-09-07T06:38:50.7389400Z 2025-09-07T06:38:50.7389450Z :: 2025-09-07T06:38:50.7389480Z 2025-09-07T06:38:50.7389610Z >>> torch.distributed.init_process_group(backend='YOUR BACKEND', 2025-09-07T06:38:50.7389690Z >>> init_method='env://') 2025-09-07T06:38:50.7389730Z 2025-09-07T06:38:50.7389870Z 4. In your training program, you can either use regular distributed functions 2025-09-07T06:38:50.7390020Z or use :func:`torch.nn.parallel.DistributedDataParallel` module. If your 2025-09-07T06:38:50.7390170Z training program uses GPUs for training and you would like to use 2025-09-07T06:38:50.7390290Z :func:`torch.nn.parallel.DistributedDataParallel` module, 2025-09-07T06:38:50.7390350Z here is how to configure it. 2025-09-07T06:38:50.7390380Z 2025-09-07T06:38:50.7390420Z :: 2025-09-07T06:38:50.7390460Z 2025-09-07T06:38:50.7390610Z >>> model = torch.nn.parallel.DistributedDataParallel(model, 2025-09-07T06:38:50.7390700Z >>> device_ids=[args.local_rank], 2025-09-07T06:38:50.7390790Z >>> output_device=args.local_rank) 2025-09-07T06:38:50.7390830Z 2025-09-07T06:38:50.7390980Z Please ensure that ``device_ids`` argument is set to be the only GPU device id 2025-09-07T06:38:50.7391120Z that your code will be operating on. This is generally the local rank of the 2025-09-07T06:38:50.7391260Z process. In other words, the ``device_ids`` needs to be ``[args.local_rank]``, 2025-09-07T06:38:50.7391400Z and ``output_device`` needs to be ``args.local_rank`` in order to use this 2025-09-07T06:38:50.7391440Z utility 2025-09-07T06:38:50.7391480Z 2025-09-07T06:38:50.7391630Z 5. Another way to pass ``local_rank`` to the subprocesses via environment variable 2025-09-07T06:38:50.7391760Z ``LOCAL_RANK``. This behavior is enabled when you launch the script with 2025-09-07T06:38:50.7391890Z ``--use-env=True``. You must adjust the subprocess example above to replace 2025-09-07T06:38:50.7392020Z ``args.local_rank`` with ``os.environ['LOCAL_RANK']``; the launcher 2025-09-07T06:38:50.7392120Z will not pass ``--local-rank`` when you specify this flag. 2025-09-07T06:38:50.7392160Z 2025-09-07T06:38:50.7392240Z .. warning:: 2025-09-07T06:38:50.7392280Z 2025-09-07T06:38:50.7392420Z ``local_rank`` is NOT globally unique: it is only unique per process 2025-09-07T06:38:50.7392540Z on a machine. Thus, don't use it to decide if you should, e.g., 2025-09-07T06:38:50.7392610Z write to a networked filesystem. See 2025-09-07T06:38:50.7392740Z https://github.com/pytorch/pytorch/issues/12042 for an example of 2025-09-07T06:38:50.7392840Z how things can go wrong if you don't do this correctly. 2025-09-07T06:38:50.7392880Z 2025-09-07T06:38:50.7392920Z 2025-09-07T06:38:50.7395580Z 2025-09-07T06:38:50.7395630Z 2025-09-07T06:38:50.7395780Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7395820Z 2025-09-07T06:38:50.7395870Z warnings.warn(msg) 2025-09-07T06:38:50.7395960Z 2025-09-07T06:38:50.7396080Z --- Parse Warning: 56 / 146 --- 2025-09-07T06:38:50.7396770Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DeviceMesh.__getitem__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/device_mesh.py line=701. 2025-09-07T06:38:50.7396920Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.7396960Z 2025-09-07T06:38:50.7397130Z Slice the current DeviceMesh based on the mesh_dim_names given to create a submesh. 2025-09-07T06:38:50.7397290Z The submesh created consists of the dimensions and the communicators indicated by 2025-09-07T06:38:50.7397340Z ``mesh_dim_names`` 2025-09-07T06:38:50.7397380Z 2025-09-07T06:38:50.7397420Z Args: 2025-09-07T06:38:50.7397560Z mesh_dim_names (Union[str, Tuple[str]]): the name or the tuple of names of the 2025-09-07T06:38:50.7397670Z mesh dimension of the DeviceMesh to create the submesh for. 2025-09-07T06:38:50.7397710Z Returns: 2025-09-07T06:38:50.7397780Z A :class:`DeviceMesh` object 2025-09-07T06:38:50.7397810Z 2025-09-07T06:38:50.7397990Z The following program runs on each process/rank in an SPMD manner in a world size of 8. 2025-09-07T06:38:50.7398070Z In the first example: 2025-09-07T06:38:50.7398230Z Calling mesh_2d["tp"] on rank 0, 1, 2, 3 returns a 1D submesh of DeviceMesh:([0, 1, 2, 3]). 2025-09-07T06:38:50.7398380Z Calling mesh_2d["tp"] on rank 4, 5, 6, 7 returns a 1D submesh of DeviceMesh:([4, 5, 6, 7]). 2025-09-07T06:38:50.7398530Z Calling mesh_2d["dp"] on rank 0, 4 returns a 1D submesh of DeviceMesh:([0, 4]). 2025-09-07T06:38:50.7398670Z Calling mesh_2d["dp"] on rank 1, 5 returns a 1D submesh of DeviceMesh:([1, 5]). 2025-09-07T06:38:50.7398800Z Calling mesh_2d["dp"] on rank 2, 6 returns a 1D submesh of DeviceMesh:([2, 6]). 2025-09-07T06:38:50.7398930Z Calling mesh_2d["dp"] on rank 3, 7 returns a 1D submesh of DeviceMesh:([3, 7]). 2025-09-07T06:38:50.7398970Z 2025-09-07T06:38:50.7399030Z In the second example: 2025-09-07T06:38:50.7399190Z Calling mesh_3d["dp", "cp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 1], [4, 5]]). 2025-09-07T06:38:50.7399350Z Calling mesh_3d["dp", "cp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 3], [6, 7]]). 2025-09-07T06:38:50.7399500Z Calling mesh_3d["cp", "dp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 4], [1, 5]]). 2025-09-07T06:38:50.7399660Z Calling mesh_3d["cp", "dp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 6], [3, 7]]). 2025-09-07T06:38:50.7399700Z 2025-09-07T06:38:50.7399750Z Example:: 2025-09-07T06:38:50.7399780Z 2025-09-07T06:38:50.7399850Z >>> # xdoctest: +SKIP("no rank") 2025-09-07T06:38:50.7399950Z >>> from torch.distributed.device_mesh import DeviceMesh 2025-09-07T06:38:50.7400000Z >>> 2025-09-07T06:38:50.7400120Z >>> # Initialize a 2D device mesh as (2, 4) to represent the topology 2025-09-07T06:38:50.7400240Z >>> # of cross-host(dim 0), and within-host (dim 1). 2025-09-07T06:38:50.7400400Z >>> mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-09-07T06:38:50.7400450Z >>> tp_mesh = mesh_2d["tp"] 2025-09-07T06:38:50.7400510Z >>> dp_mesh = mesh_2d["dp"] 2025-09-07T06:38:50.7400550Z >>> 2025-09-07T06:38:50.7400600Z >>> # Initialize a 3D mesh. 2025-09-07T06:38:50.7400780Z >>> mesh_3d = init_device_mesh(device_type="cuda", (2,2,2), mesh_dim_names=("dp", "pp", "cp")) 2025-09-07T06:38:50.7400960Z >>> # The order of the mesh_dim_names provided deteremines the order of dimensions in the submesh. 2025-09-07T06:38:50.7401030Z >>> dp_cp_mesh = mesh_3d["dp", "cp"] 2025-09-07T06:38:50.7401100Z >>> cp_dp_mesh = mesh_3d["cp", "dp"] 2025-09-07T06:38:50.7401190Z 2025-09-07T06:38:50.7401580Z Original Error: SyntaxError('positional argument follows keyword argument', ('', 6, 82, 'mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp"))\n', 6, 83)) 2025-09-07T06:38:50.7401620Z 2025-09-07T06:38:50.7401770Z mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-09-07T06:38:50.7401850Z ^ 2025-09-07T06:38:50.7401900Z warnings.warn(msg) 2025-09-07T06:38:50.7401940Z 2025-09-07T06:38:50.7402040Z --- Parse Warning: 57 / 146 --- 2025-09-07T06:38:50.7402870Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BroadcastingTorchSaveReader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=40. 2025-09-07T06:38:50.7403030Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7403070Z 2025-09-07T06:38:50.7403250Z StorageReader for reading a Torch Save file. This reader will read the entire checkpoint 2025-09-07T06:38:50.7403400Z on the coordinator rank, and then broadcast and shard each tensor to all ranks. 2025-09-07T06:38:50.7403460Z 2025-09-07T06:38:50.7403560Z . N.B. Intended to be used with DynamicMetaLoadPlanner 2025-09-07T06:38:50.7403600Z 2025-09-07T06:38:50.7403650Z .. warning:: 2025-09-07T06:38:50.7403750Z Current implementation only supports loading Tensors. 2025-09-07T06:38:50.7403790Z 2025-09-07T06:38:50.7403880Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7403940Z >>> sd = {"mode": model} 2025-09-07T06:38:50.7403980Z >>> dcp.load( 2025-09-07T06:38:50.7404020Z >>> sd, 2025-09-07T06:38:50.7404110Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-09-07T06:38:50.7404190Z >>> planner=DynamicMetaLoadPlanner(), 2025-09-07T06:38:50.7404250Z >>> checkpoint_id="path_to_model.pt" 2025-09-07T06:38:50.7404290Z >>> ) 2025-09-07T06:38:50.7404330Z 2025-09-07T06:38:50.7404480Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7404520Z 2025-09-07T06:38:50.7404570Z warnings.warn(msg) 2025-09-07T06:38:50.7404610Z 2025-09-07T06:38:50.7404710Z --- Parse Warning: 58 / 146 --- 2025-09-07T06:38:50.7405450Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DynamicMetaLoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=151. 2025-09-07T06:38:50.7405600Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7405650Z 2025-09-07T06:38:50.7405860Z Extension of DefaultLoadPlanner, which creates a new Metadata object based on the passed in state dict, 2025-09-07T06:38:50.7406080Z avoiding the need to read metadata from disk. This is useful when reading formats which don't have a 2025-09-07T06:38:50.7406140Z metadata file, like Torch Save files. 2025-09-07T06:38:50.7406180Z 2025-09-07T06:38:50.7406290Z . N.B. Intended to be used with BroadcastingTorchSaveReader 2025-09-07T06:38:50.7406340Z 2025-09-07T06:38:50.7406380Z .. warning:: 2025-09-07T06:38:50.7406480Z Current implementation only supports loading Tensors. 2025-09-07T06:38:50.7406520Z 2025-09-07T06:38:50.7406590Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7406640Z >>> sd = {"mode": model} 2025-09-07T06:38:50.7406680Z >>> dcp.load( 2025-09-07T06:38:50.7406730Z >>> sd, 2025-09-07T06:38:50.7406820Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-09-07T06:38:50.7406910Z >>> planner=DynamicMetaLoadPlanner(), 2025-09-07T06:38:50.7406970Z >>> checkpoint_id="path_to_model.pt" 2025-09-07T06:38:50.7407010Z >>> ) 2025-09-07T06:38:50.7407050Z 2025-09-07T06:38:50.7407200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7407240Z 2025-09-07T06:38:50.7407290Z warnings.warn(msg) 2025-09-07T06:38:50.7407330Z 2025-09-07T06:38:50.7407430Z --- Parse Warning: 59 / 146 --- 2025-09-07T06:38:50.7408120Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SavePlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=122. 2025-09-07T06:38:50.7408280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7408320Z 2025-09-07T06:38:50.7408490Z Abstract class defining the protocol used by save_state_dict to plan the save process. 2025-09-07T06:38:50.7408530Z 2025-09-07T06:38:50.7408700Z SavePlanners are stateful objects that can be used to customize the whole save process. 2025-09-07T06:38:50.7408740Z 2025-09-07T06:38:50.7408910Z SavePlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-09-07T06:38:50.7409010Z will be visible to the whole process. 2025-09-07T06:38:50.7409040Z 2025-09-07T06:38:50.7409210Z A planner subclass can expect the following sequence of calls during save_state_dict: 2025-09-07T06:38:50.7409250Z 2025-09-07T06:38:50.7409320Z 1) set_up_planner - called on all ranks. 2025-09-07T06:38:50.7409410Z Signals the start of a checkpoint save. 2025-09-07T06:38:50.7409450Z 2025-09-07T06:38:50.7409520Z 2) create_local_plan - called on all ranks. 2025-09-07T06:38:50.7409690Z Process the state_dict and produces a `SavePlan` that will be sent for global planning. 2025-09-07T06:38:50.7409740Z 2025-09-07T06:38:50.7409850Z 3) create_global_plan - called on the coordinator rank only. 2025-09-07T06:38:50.7409970Z Takes the SavePlan from all ranks and make any global decision. 2025-09-07T06:38:50.7410010Z 2025-09-07T06:38:50.7410070Z 4) finish_plan - called on all ranks. 2025-09-07T06:38:50.7410210Z This gives each rank a chance to adjust to global planning decisions. 2025-09-07T06:38:50.7410250Z 2025-09-07T06:38:50.7410340Z 5) resolve_data - called multiple times on each rank 2025-09-07T06:38:50.7410460Z Lookups a value on the `state_dict` for the storage layer to write. 2025-09-07T06:38:50.7410500Z 2025-09-07T06:38:50.7410680Z Users are recommended to extend DefaultSavePlanner instead of this interface directly as 2025-09-07T06:38:50.7410790Z most changes can be expressed by changes in a single method. 2025-09-07T06:38:50.7410830Z 2025-09-07T06:38:50.7410900Z There are 3 usual patterns of extension: 2025-09-07T06:38:50.7410940Z 2025-09-07T06:38:50.7411100Z Rewriting state_dict. This is the simplest way to extend the save process as it 2025-09-07T06:38:50.7411260Z doesn't requite understanding the intrincacies of how SavePlan works: 2025-09-07T06:38:50.7411300Z 2025-09-07T06:38:50.7411370Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7411450Z >>> class RenamePlanner(DefaultSavePlanner): 2025-09-07T06:38:50.7411500Z >>> def set_up_planner( 2025-09-07T06:38:50.7411550Z >>> self, 2025-09-07T06:38:50.7411610Z >>> state_dict: STATE_DICT_TYPE, 2025-09-07T06:38:50.7411680Z >>> storage_meta: Optional[StorageMeta], 2025-09-07T06:38:50.7411750Z >>> is_coordinator: bool, 2025-09-07T06:38:50.7411790Z >>> ) -> None: 2025-09-07T06:38:50.7411850Z >>> # prefix all keys with `foo_`` 2025-09-07T06:38:50.7412040Z >>> super().set_up_planner({"foo_" + k: v for k, v in state_dict.items()}, storage_meta, is_coordinator) 2025-09-07T06:38:50.7412100Z 2025-09-07T06:38:50.7412300Z Modifying local plan and lookup in tandem. This is useful when fine control of how data is persisted 2025-09-07T06:38:50.7412340Z 2025-09-07T06:38:50.7412400Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7412480Z >>> class FP16Planner(DefaultSavePlanner): 2025-09-07T06:38:50.7412540Z >>> def create_local_plan(self): 2025-09-07T06:38:50.7412610Z >>> plan = super().create_local_plan() 2025-09-07T06:38:50.7412660Z >>> for p in plan: 2025-09-07T06:38:50.7412730Z >>> if p.tensor_data is not None: 2025-09-07T06:38:50.7412830Z >>> p.tensor_data.properties.dtype = torch.float16 2025-09-07T06:38:50.7412880Z >>> return plan 2025-09-07T06:38:50.7412930Z >>> 2025-09-07T06:38:50.7412990Z >>> def resolve_data(self, write_item): 2025-09-07T06:38:50.7413070Z >>> item = super().resolve_data(write_item) 2025-09-07T06:38:50.7413240Z >>> return item if write_item.type == WriteItemType.BYTE_IO else item.to(torch.float16) 2025-09-07T06:38:50.7413280Z 2025-09-07T06:38:50.7413480Z Using the global planning step to make central decisions that can't be made individually by each rank 2025-09-07T06:38:50.7413520Z 2025-09-07T06:38:50.7413610Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7413670Z >>> from itertools import zip_longest 2025-09-07T06:38:50.7413740Z >>> from dataclasses import replace 2025-09-07T06:38:50.7413840Z >>> class DDPLoadBalancingPlanner(DefaultSavePlanner): 2025-09-07T06:38:50.7414030Z >>> # This uses the default local plan behavior of having all non-sharded writes in rank 0 2025-09-07T06:38:50.7414110Z >>> # This sample doesn't handle ShardedTensors 2025-09-07T06:38:50.7414180Z >>> def create_global_plan(self, all_plans): 2025-09-07T06:38:50.7414280Z >>> iters = [iter(all_plans[0].items)] * len(all_plans) 2025-09-07T06:38:50.7414330Z >>> items_per_rank = [ 2025-09-07T06:38:50.7414420Z >>> [item for item in items if item is not None] 2025-09-07T06:38:50.7414520Z >>> for items in zip(*zip_longest(*iters), strict=True) 2025-09-07T06:38:50.7414560Z >>> ] 2025-09-07T06:38:50.7414610Z >>> all_plans = [ 2025-09-07T06:38:50.7414680Z >>> replace(plan, items=items) 2025-09-07T06:38:50.7414800Z >>> for plan, items in zip(all_plans, items_per_rank, strict=True) 2025-09-07T06:38:50.7414840Z >>> ] 2025-09-07T06:38:50.7414930Z >>> return super().create_global_plan(all_plans) 2025-09-07T06:38:50.7414970Z 2025-09-07T06:38:50.7415120Z Finally, some planners need to save additional metadata in the checkpoint, this is 2025-09-07T06:38:50.7415280Z accomplished by having each rank contribute their data items in the local plan and 2025-09-07T06:38:50.7415350Z the global planner aggregate them: 2025-09-07T06:38:50.7415390Z 2025-09-07T06:38:50.7415450Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7415550Z >>> class SaveExtraDataPlanner(DefaultSavePlanner): 2025-09-07T06:38:50.7415640Z >>> def create_local_plan(self) -> SavePlan: 2025-09-07T06:38:50.7415710Z >>> plan = super().create_local_plan() 2025-09-07T06:38:50.7415820Z >>> return replace(plan, planner_data="per-rank-data") 2025-09-07T06:38:50.7415860Z >>> 2025-09-07T06:38:50.7416030Z >>> def create_global_plan(self, all_plans: List[SavePlan]) -> Tuple[List[SavePlan], Metadata]: 2025-09-07T06:38:50.7416160Z >>> global_plan, metadata = super().create_global_plan(all_plans) 2025-09-07T06:38:50.7416250Z >>> merged_data = [p.planner_data for p in global_plan] 2025-09-07T06:38:50.7416360Z >>> metadata = replace(metadata, planner_data=merged_data) 2025-09-07T06:38:50.7416430Z >>> return global_plan, metadata 2025-09-07T06:38:50.7416480Z 2025-09-07T06:38:50.7416640Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7416680Z 2025-09-07T06:38:50.7416730Z warnings.warn(msg) 2025-09-07T06:38:50.7416770Z 2025-09-07T06:38:50.7416870Z --- Parse Warning: 60 / 146 --- 2025-09-07T06:38:50.7417560Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=LoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=305. 2025-09-07T06:38:50.7417720Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7417760Z 2025-09-07T06:38:50.7417930Z Abstract class defining the protocol used by load_state_dict to plan the load process. 2025-09-07T06:38:50.7417960Z 2025-09-07T06:38:50.7418140Z LoadPlanner are stateful objects that can be used to customize the whole load process. 2025-09-07T06:38:50.7418180Z 2025-09-07T06:38:50.7418340Z LoadPlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-09-07T06:38:50.7418410Z will be visible to the whole process. 2025-09-07T06:38:50.7418450Z 2025-09-07T06:38:50.7418640Z A planner subclass can expect the following sequence of calls during load_state_dict: 2025-09-07T06:38:50.7418680Z 2025-09-07T06:38:50.7418750Z 1) set_up_planner - called on all ranks. 2025-09-07T06:38:50.7418830Z Signals the start of loading a checkpoint. 2025-09-07T06:38:50.7418860Z 2025-09-07T06:38:50.7418940Z 2) create_local_plan - called on all ranks. 2025-09-07T06:38:50.7419120Z Process the state_dict and produces a `LoadPlan` that will be sent for global planning. 2025-09-07T06:38:50.7419160Z 2025-09-07T06:38:50.7419280Z 3) create_global_plan - called on the coordinator rank only. 2025-09-07T06:38:50.7419400Z Takes the LoadPlan from all ranks and make any global decision. 2025-09-07T06:38:50.7419440Z 2025-09-07T06:38:50.7419520Z 4) load_bytes - called multiple times on each rank 2025-09-07T06:38:50.7419630Z This is called once per non-tensor value in state_dict. 2025-09-07T06:38:50.7419670Z 2025-09-07T06:38:50.7419800Z 5) resolve_tensor and commit_tensor - called multiple times on each rank 2025-09-07T06:38:50.7419920Z They are called in pair for each Tensor value in state_dict. 2025-09-07T06:38:50.7419960Z 2025-09-07T06:38:50.7420130Z Users are recommended to extend DefaultLoadPlanner instead of this interface directly as 2025-09-07T06:38:50.7420240Z most changes can be expressed by changes in a single method. 2025-09-07T06:38:50.7420280Z 2025-09-07T06:38:50.7420360Z There are two usual patterns of extension: 2025-09-07T06:38:50.7420400Z 2025-09-07T06:38:50.7420550Z Rewriting state_dict. This is the simplest way to extend the load process as it 2025-09-07T06:38:50.7420700Z doesn't requite understanding the intrincacies of how LoadPlan works. We need 2025-09-07T06:38:50.7420840Z to keep a reference to the original state_dict as load happens in place so 2025-09-07T06:38:50.7420970Z we need to be able to perform it in place 2025-09-07T06:38:50.7421010Z 2025-09-07T06:38:50.7421070Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7421150Z >>> class RenamePlanner(DefaultLoadPlanner): 2025-09-07T06:38:50.7421210Z >>> def set_up_planner( 2025-09-07T06:38:50.7421250Z >>> self, 2025-09-07T06:38:50.7421310Z >>> state_dict: STATE_DICT_TYPE, 2025-09-07T06:38:50.7421370Z >>> metadata: Metadata, 2025-09-07T06:38:50.7421430Z >>> is_coordinator: bool, 2025-09-07T06:38:50.7421470Z >>> ) -> None: 2025-09-07T06:38:50.7421550Z >>> self.original_state_dict = state_dict 2025-09-07T06:38:50.7421660Z >>> state_dict = {"foo_" + k: v for k, v in state_dict.items()} 2025-09-07T06:38:50.7421720Z >>> 2025-09-07T06:38:50.7421800Z >>> if self.flatten_sharded_tensors: 2025-09-07T06:38:50.7421890Z >>> state_dict = _flatten_sharded_tensors(state_dict) 2025-09-07T06:38:50.7421930Z >>> 2025-09-07T06:38:50.7422000Z >>> if self.flatten_state_dict: 2025-09-07T06:38:50.7422110Z >>> state_dict, self.mappings = flatten_state_dict(state_dict) 2025-09-07T06:38:50.7422150Z >>> 2025-09-07T06:38:50.7422210Z >>> self.state_dict = state_dict 2025-09-07T06:38:50.7422270Z >>> self.metadata = metadata 2025-09-07T06:38:50.7422350Z >>> self.is_coordinator = is_coordinator 2025-09-07T06:38:50.7422390Z >>> 2025-09-07T06:38:50.7422460Z >>> def load_bytes(self, read_item, value): 2025-09-07T06:38:50.7422520Z >>> # Remove the "foo_" prefix 2025-09-07T06:38:50.7422710Z >>> self.original_state_dict[read_item.dest_index.fqn[4:]] = torch.load(value, weights_only=False) 2025-09-07T06:38:50.7422750Z 2025-09-07T06:38:50.7422790Z 2025-09-07T06:38:50.7422940Z Modifying resolve_tensor and commit_tensor to handle load time transformation. 2025-09-07T06:38:50.7422980Z 2025-09-07T06:38:50.7423050Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7423140Z >>> class MetaModelMaterialize(DefaultSavePlanner): 2025-09-07T06:38:50.7423230Z >>> def resolve_tensor(self, read_item): 2025-09-07T06:38:50.7423310Z >>> tensor = super().resolve_tensor(read_item) 2025-09-07T06:38:50.7423400Z >>> return torch.empty_like(tensor, device="cpu") 2025-09-07T06:38:50.7423440Z >>> 2025-09-07T06:38:50.7423520Z >>> def commit_tensor(self, read_item, tensor): 2025-09-07T06:38:50.7423640Z >>> self.state_dict[read_item.dest_index.fqn] = tensor 2025-09-07T06:38:50.7423680Z 2025-09-07T06:38:50.7423830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7423870Z 2025-09-07T06:38:50.7423920Z warnings.warn(msg) 2025-09-07T06:38:50.7423960Z 2025-09-07T06:38:50.7424060Z --- Parse Warning: 61 / 146 --- 2025-09-07T06:38:50.7424760Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=get_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict.py line=1118. 2025-09-07T06:38:50.7424920Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7424960Z 2025-09-07T06:38:50.7425060Z Return the model state_dict and optimizers state_dict. 2025-09-07T06:38:50.7425100Z 2025-09-07T06:38:50.7425230Z ``get_state_dict`` can process any module that is parallelized by PyTorch 2025-09-07T06:38:50.7425380Z FSDP/fully_shard, DDP/replicate, tensor_parallel/parallelize_module, and any 2025-09-07T06:38:50.7425540Z combination of these parallelisms. The main functions of ``get_state_dict`` 2025-09-07T06:38:50.7425670Z are: 1.) returning a model and optimizer state_dict that can be resharded 2025-09-07T06:38:50.7425820Z with a different number of trainers and/or different parallelisms. 2025-09-07T06:38:50.7425980Z 2.) hiding the parallelism-specific state_dict APIs. Users don't have to call 2025-09-07T06:38:50.7426030Z these APIs. 2025-09-07T06:38:50.7426100Z 3.) sanity checking the result state_dict. 2025-09-07T06:38:50.7426140Z 2025-09-07T06:38:50.7426260Z The keys of the result state dictionary are the canonical FQNs (Fully 2025-09-07T06:38:50.7426410Z Qualified Names). A canonical FQN refers to the FQN based on a parameter's 2025-09-07T06:38:50.7426550Z position in an nn.Module hierarchy. More specifically, a canonical FQN to a 2025-09-07T06:38:50.7426670Z parameter is the FQN returned by ``module.named_parameters()`` or 2025-09-07T06:38:50.7426800Z ``module.named_buffers()`` when the module is not distributed by any 2025-09-07T06:38:50.7426970Z parallelisms. Since the optimizer internally uses parameter IDs to represent 2025-09-07T06:38:50.7427110Z a parameter, there will be a conversion from the parameter IDs to the 2025-09-07T06:38:50.7427170Z canonical FQNs when calling this API. 2025-09-07T06:38:50.7427210Z 2025-09-07T06:38:50.7427350Z ``get_state_dict`` can also process a module that is not parallelized. In 2025-09-07T06:38:50.7427480Z such a case, ``get_state_dict`` only performs one function -- converting the 2025-09-07T06:38:50.7427570Z optimizer parameter IDs to the canonical FQNs. 2025-09-07T06:38:50.7427610Z 2025-09-07T06:38:50.7427650Z Example: 2025-09-07T06:38:50.7427700Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7427750Z >>> import torch 2025-09-07T06:38:50.7427900Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:50.7428020Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-09-07T06:38:50.7428160Z >>> from torch.distributed.checkpoint.state_dict import get_state_dict 2025-09-07T06:38:50.7428200Z 2025-09-07T06:38:50.7428280Z >>> fsdp_model = FSDP(copy.deepcopy(model)) 2025-09-07T06:38:50.7428400Z >>> fsdp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-09-07T06:38:50.7428530Z >>> ddp_model = DDP(copy.deepcopy(model)) 2025-09-07T06:38:50.7428640Z >>> ddp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-09-07T06:38:50.7428680Z 2025-09-07T06:38:50.7428720Z 2025-09-07T06:38:50.7428860Z >>> ddp_state_dict, ddp_optim_state_dict = get_state_dict(ddp_model, ddp_optim) 2025-09-07T06:38:50.7428990Z >>> fsdp_state_dict, fsdp_optim_state_dict = get_state_dict( 2025-09-07T06:38:50.7429050Z ... fsdp_model, fsdp_optim 2025-09-07T06:38:50.7429090Z ... ) 2025-09-07T06:38:50.7429130Z 2025-09-07T06:38:50.7429260Z >>> # if we simply call ddp_model.state_dict() and fsdp_model.state_dict(), 2025-09-07T06:38:50.7429320Z >>> # the asserts will fail. 2025-09-07T06:38:50.7429400Z >>> assert ddp_state_dict == fsdp_state_dict 2025-09-07T06:38:50.7429490Z >>> assert ddp_optim_state == fsdp_optim_state_dict 2025-09-07T06:38:50.7429530Z 2025-09-07T06:38:50.7429570Z 2025-09-07T06:38:50.7429610Z Args: 2025-09-07T06:38:50.7429690Z model (nn.Module): the nn.Module to the model. 2025-09-07T06:38:50.7429810Z optimizers (Union[None, Optimizer, Iterable[Optimizer]]): 2025-09-07T06:38:50.7429910Z The optimizers that are used to optimize ``model``. 2025-09-07T06:38:50.7430070Z submodules (deprecated): Optional[set[nn.Module]]: only return the model parameters 2025-09-07T06:38:50.7430140Z that belong to the submodules. 2025-09-07T06:38:50.7430240Z options (StateDictOptions): the options to control how 2025-09-07T06:38:50.7430370Z model state_dict and optimizer state_dict should be returned. See 2025-09-07T06:38:50.7430440Z `StateDictOptions` for the details. 2025-09-07T06:38:50.7430480Z 2025-09-07T06:38:50.7430520Z Returns: 2025-09-07T06:38:50.7430660Z ``Tuple`` that contain model state_dict and optimizer state_dict. 2025-09-07T06:38:50.7430700Z 2025-09-07T06:38:50.7430840Z :rtype: typing.Tuple[typing.Dict[str, ValueType], OptimizerStateType] 2025-09-07T06:38:50.7430880Z 2025-09-07T06:38:50.7431030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7431070Z 2025-09-07T06:38:50.7431120Z warnings.warn(msg) 2025-09-07T06:38:50.7431160Z 2025-09-07T06:38:50.7431260Z --- Parse Warning: 62 / 146 --- 2025-09-07T06:38:50.7431950Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=97. 2025-09-07T06:38:50.7432130Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7432170Z 2025-09-07T06:38:50.7432240Z Save a distributed model in SPMD style. 2025-09-07T06:38:50.7432280Z 2025-09-07T06:38:50.7432390Z This function is different from ``torch.save()`` as it handles 2025-09-07T06:38:50.7432550Z ``ShardedTensor`` , and ``DTensor`` by having each rank only save their local shards. 2025-09-07T06:38:50.7432590Z 2025-09-07T06:38:50.7432740Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-09-07T06:38:50.7432840Z save will call ``state_dict`` before serialization. 2025-09-07T06:38:50.7432880Z 2025-09-07T06:38:50.7432920Z .. warning:: 2025-09-07T06:38:50.7433060Z There is no guarantees of Backwards Compatibility across PyTorch versions 2025-09-07T06:38:50.7433120Z for saved state_dicts. 2025-09-07T06:38:50.7433160Z 2025-09-07T06:38:50.7433200Z .. warning:: 2025-09-07T06:38:50.7433330Z If using the `process_group` argument, make sure that only its ranks 2025-09-07T06:38:50.7433460Z call `save_state_dict` and that all data in state_dict belong to it. 2025-09-07T06:38:50.7433520Z 2025-09-07T06:38:50.7433560Z .. note:: 2025-09-07T06:38:50.7433720Z When saving checkpoint for FSDP's `ShardingStrategy.HYBRID_SHARD`, only one of 2025-09-07T06:38:50.7433870Z the shard_group should be calling `save_state_dict` and the corresponding process 2025-09-07T06:38:50.7433930Z group needs to be passed in. 2025-09-07T06:38:50.7433970Z 2025-09-07T06:38:50.7434030Z .. note:: 2025-09-07T06:38:50.7434200Z If no process group is available, this function assumes the intention is to save the 2025-09-07T06:38:50.7434260Z state_dict in the local process. 2025-09-07T06:38:50.7434300Z 2025-09-07T06:38:50.7434350Z .. note: 2025-09-07T06:38:50.7434430Z Rank 0 is assumed to be the coordinator rank. 2025-09-07T06:38:50.7434470Z 2025-09-07T06:38:50.7434510Z 2025-09-07T06:38:50.7434550Z Args: 2025-09-07T06:38:50.7434640Z state_dict (Dict[str, Any]): The state_dict to save. 2025-09-07T06:38:50.7434730Z checkpoint_id (Union[str, os.PathLike, None]): 2025-09-07T06:38:50.7434860Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-09-07T06:38:50.7434980Z depends on the storage. It can be a path to a folder or to a file. 2025-09-07T06:38:50.7435080Z It can also be a key if the storage is a key-value store. 2025-09-07T06:38:50.7435140Z (Default: ``None``) 2025-09-07T06:38:50.7435220Z storage_writer (Optional[StorageWriter]): 2025-09-07T06:38:50.7435340Z Instance of StorageWriter used to perform writes. If this is not 2025-09-07T06:38:50.7435460Z specified, DCP will automatically infer the writer based on the 2025-09-07T06:38:50.7435580Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-09-07T06:38:50.7435650Z be raised. (Default: ``None``) 2025-09-07T06:38:50.7435730Z planner (Optional[SavePlanner]): 2025-09-07T06:38:50.7435850Z Instance of SavePlanner. If this is not specified, the default 2025-09-07T06:38:50.7435930Z planner will be used. (Default: ``None``) 2025-09-07T06:38:50.7436010Z process_group (Optional[ProcessGroup]): 2025-09-07T06:38:50.7436120Z ProcessGroup to be used for cross-rank synchronization. 2025-09-07T06:38:50.7436170Z (Default: ``None``) 2025-09-07T06:38:50.7436220Z no_dist (bool): 2025-09-07T06:38:50.7436320Z If ``True``, this function will assume the intent is to load 2025-09-07T06:38:50.7436400Z a checkpoint on a single rank/process. 2025-09-07T06:38:50.7436450Z (Default: ``False``) 2025-09-07T06:38:50.7436630Z use_collectives (bool): If ``False``, this function will assume the intent is to save 2025-09-07T06:38:50.7436730Z a checkpoint without using cross-rank synchronization. 2025-09-07T06:38:50.7436790Z (Default: ``True``) 2025-09-07T06:38:50.7436920Z This configuration is experimental and should be used with caution. 2025-09-07T06:38:50.7437090Z It will change the format of the saved checkpoint and may not be backward compatible. 2025-09-07T06:38:50.7437130Z 2025-09-07T06:38:50.7437170Z Returns: 2025-09-07T06:38:50.7437260Z Metadata: Metadata object for the saved checkpoint. 2025-09-07T06:38:50.7437300Z 2025-09-07T06:38:50.7437350Z Example: 2025-09-07T06:38:50.7437400Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7437460Z >>> my_model = MyModule() 2025-09-07T06:38:50.7437500Z 2025-09-07T06:38:50.7437560Z >>> state_dict = {"model": my_model} 2025-09-07T06:38:50.7437600Z 2025-09-07T06:38:50.7437750Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-09-07T06:38:50.7437800Z ... "/checkpoint/1" 2025-09-07T06:38:50.7437850Z ... ) 2025-09-07T06:38:50.7437920Z >>> torch.distributed.checkpoint.save( 2025-09-07T06:38:50.7437980Z >>> state_dict=state_dict, 2025-09-07T06:38:50.7438080Z >>> storage_writer=fs_storage_writer, 2025-09-07T06:38:50.7438120Z >>> ) 2025-09-07T06:38:50.7438160Z 2025-09-07T06:38:50.7438200Z .. note:: 2025-09-07T06:38:50.7438330Z save_state_dict uses collectives to coordinate writes across ranks. 2025-09-07T06:38:50.7438460Z For NCCL-based process groups, internal tensor representations of 2025-09-07T06:38:50.7438620Z objects must be moved to the GPU device before communication takes place. 2025-09-07T06:38:50.7438750Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-09-07T06:38:50.7438880Z and it is the user's responsibility to ensure that this is set so that 2025-09-07T06:38:50.7438990Z each rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-09-07T06:38:50.7439040Z 2025-09-07T06:38:50.7439190Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7439230Z 2025-09-07T06:38:50.7439280Z warnings.warn(msg) 2025-09-07T06:38:50.7439320Z 2025-09-07T06:38:50.7439420Z --- Parse Warning: 63 / 146 --- 2025-09-07T06:38:50.7440130Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=async_save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=230. 2025-09-07T06:38:50.7440290Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7440450Z Asynchronous version of ``save``. This code first de-stages the state_dict on to the 2025-09-07T06:38:50.7440620Z staging storage (defaults to CPU memory), and then calls the `save` in a separate thread. 2025-09-07T06:38:50.7440660Z 2025-09-07T06:38:50.7440710Z .. warning:: 2025-09-07T06:38:50.7440830Z This feature is experimental and subject to change. 2025-09-07T06:38:50.7440930Z MUST CALL CLOSE AFTER LAST CHECKPOINT IS SAVED 2025-09-07T06:38:50.7440960Z 2025-09-07T06:38:50.7441010Z Args: 2025-09-07T06:38:50.7441100Z state_dict (Dict[str, Any]): The state_dict to save. 2025-09-07T06:38:50.7441190Z checkpoint_id (Union[str, os.PathLike, None]): 2025-09-07T06:38:50.7441320Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-09-07T06:38:50.7441440Z depends on the storage. It can be a path to a folder or to a file. 2025-09-07T06:38:50.7441550Z It can also be a key if the storage is a key-value store. 2025-09-07T06:38:50.7441660Z (Default: ``None``) 2025-09-07T06:38:50.7441740Z storage_writer (Optional[StorageWriter]): 2025-09-07T06:38:50.7441870Z Instance of StorageWriter used to perform 'stage' and 'save'. If 2025-09-07T06:38:50.7442020Z this is not specified, DCP will automatically infer the writer based on the 2025-09-07T06:38:50.7442140Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-09-07T06:38:50.7442210Z be raised. (Default: ``None``) 2025-09-07T06:38:50.7442280Z planner (Optional[SavePlanner]): 2025-09-07T06:38:50.7442400Z Instance of SavePlanner. If this is not specified, the default 2025-09-07T06:38:50.7442480Z planner will be used. (Default: ``None``) 2025-09-07T06:38:50.7442560Z process_group (Optional[ProcessGroup]): 2025-09-07T06:38:50.7442670Z ProcessGroup to be used for cross-rank synchronization. 2025-09-07T06:38:50.7442730Z (Default: ``None``) 2025-09-07T06:38:50.7442820Z async_checkpointer_type (AsyncCheckpointerType): 2025-09-07T06:38:50.7442930Z whether to do checkpoint in separate thread or process 2025-09-07T06:38:50.7443020Z (Default: ``AsyncCheckpointerType.THREAD``) 2025-09-07T06:38:50.7443100Z async_stager (AsyncStager): 2025-09-07T06:38:50.7443250Z provides staging implementation. If storage_writer implements AsyncStager 2025-09-07T06:38:50.7443380Z and async_stager is provided, async_stager will be used for staging 2025-09-07T06:38:50.7443430Z no_dist (bool): 2025-09-07T06:38:50.7443570Z If ``True``, this function will assume the intent is to save 2025-09-07T06:38:50.7443640Z a checkpoint on a single rank/process. 2025-09-07T06:38:50.7443700Z (Default: ``False``) 2025-09-07T06:38:50.7443890Z use_collectives: If False, Save the checkpoint without rank coordination. (Default: ``True``) 2025-09-07T06:38:50.7444030Z This configuration is experimental and should be used with caution. 2025-09-07T06:38:50.7444190Z It will change the format of the saved checkpoint and may not be backward compatible. 2025-09-07T06:38:50.7444230Z 2025-09-07T06:38:50.7444270Z Returns: 2025-09-07T06:38:50.7444400Z Future: A future holding the resultant Metadata object from `save`. 2025-09-07T06:38:50.7444440Z 2025-09-07T06:38:50.7444490Z Example: 2025-09-07T06:38:50.7444540Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7444600Z >>> my_model = MyModule() 2025-09-07T06:38:50.7444640Z 2025-09-07T06:38:50.7444710Z >>> state_dict = {"model": my_model} 2025-09-07T06:38:50.7444750Z 2025-09-07T06:38:50.7444890Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-09-07T06:38:50.7444950Z ... "/checkpoint/1" 2025-09-07T06:38:50.7444990Z ... ) 2025-09-07T06:38:50.7445120Z >>> checkpoint_future = torch.distributed.checkpoint.async_save( 2025-09-07T06:38:50.7445180Z >>> state_dict=state_dict, 2025-09-07T06:38:50.7445270Z >>> storage_writer=fs_storage_writer, 2025-09-07T06:38:50.7445320Z >>> ) 2025-09-07T06:38:50.7445360Z >>> 2025-09-07T06:38:50.7445420Z >>> # ... do some work ... 2025-09-07T06:38:50.7445460Z >>> 2025-09-07T06:38:50.7445520Z >>> checkpoint_future.result() 2025-09-07T06:38:50.7445560Z 2025-09-07T06:38:50.7445600Z 2025-09-07T06:38:50.7445750Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7445790Z 2025-09-07T06:38:50.7445840Z warnings.warn(msg) 2025-09-07T06:38:50.7445880Z 2025-09-07T06:38:50.7445980Z --- Parse Warning: 64 / 146 --- 2025-09-07T06:38:50.7446670Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py line=69. 2025-09-07T06:38:50.7449580Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7449630Z 2025-09-07T06:38:50.7449760Z Load a checkpoint into a distributed state dict in SPMD style. 2025-09-07T06:38:50.7449790Z 2025-09-07T06:38:50.7449930Z Each rank must have the same keys in their ``state_dict`` provided to this 2025-09-07T06:38:50.7450070Z API. Mismatched keys may result in hangs or errors. If unsure, you can use 2025-09-07T06:38:50.7450210Z the ``utils._assert_same_keys`` API to check (but may incur communication 2025-09-07T06:38:50.7450250Z costs). 2025-09-07T06:38:50.7450290Z 2025-09-07T06:38:50.7450400Z Each rank will try to read the least amount of data necessary 2025-09-07T06:38:50.7450540Z to fulfill the requested `state_dict`. When loading :class:`ShardedTensor` 2025-09-07T06:38:50.7450690Z or :class:`DTensor` instances, each rank only reads data for their local shards. 2025-09-07T06:38:50.7450730Z 2025-09-07T06:38:50.7450890Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-09-07T06:38:50.7451140Z load will first call ``state_dict`` before attempting deserialization, followed by 2025-09-07T06:38:50.7451240Z ``load_state_dict`` once the deserialization is complete. 2025-09-07T06:38:50.7451390Z For each non-``Stateful`` object, load will deserialize the object, and then replace 2025-09-07T06:38:50.7451510Z it in the ``state_dict`` with the deserialized object. 2025-09-07T06:38:50.7451550Z 2025-09-07T06:38:50.7451600Z .. warning:: 2025-09-07T06:38:50.7451700Z All tensors in ``state_dict`` must be allocated on their 2025-09-07T06:38:50.7451800Z destination device *prior to* calling this function. 2025-09-07T06:38:50.7451840Z 2025-09-07T06:38:50.7451980Z All non-tensor data is loaded using `torch.load()` and modified in place 2025-09-07T06:38:50.7452020Z on state_dict. 2025-09-07T06:38:50.7452070Z 2025-09-07T06:38:50.7452110Z .. warning:: 2025-09-07T06:38:50.7452230Z Users must call `load_state_dict` on the root module to ensure load 2025-09-07T06:38:50.7452340Z pos-processing and non-tensor data properly propagates. 2025-09-07T06:38:50.7452380Z 2025-09-07T06:38:50.7452420Z .. note: 2025-09-07T06:38:50.7452560Z If no process group is initialized, this function will assume the intent 2025-09-07T06:38:50.7452690Z is to load a checkpoint into the local process. This can be useful in the 2025-09-07T06:38:50.7452840Z case of local inference, and when using regular Tensors (as opposed to DTensor 2025-09-07T06:38:50.7452900Z or ShardedTensor) 2025-09-07T06:38:50.7452940Z 2025-09-07T06:38:50.7452980Z .. note: 2025-09-07T06:38:50.7453060Z Rank 0 is assumed to be the coordinator rank. 2025-09-07T06:38:50.7453110Z 2025-09-07T06:38:50.7453150Z Args: 2025-09-07T06:38:50.7453300Z state_dict (Dict[str, Any]): The state_dict to load the checkpoint into. 2025-09-07T06:38:50.7453390Z checkpoint_id (Union[str, os.PathLike, None]): 2025-09-07T06:38:50.7453520Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-09-07T06:38:50.7453640Z depends on the storage. It can be a path to a folder or to a file. 2025-09-07T06:38:50.7453740Z It can also be a key if the storage is a key-value store. 2025-09-07T06:38:50.7453800Z (Default: ``None``) 2025-09-07T06:38:50.7453880Z storage_reader (Optional[StorageReader]): 2025-09-07T06:38:50.7454000Z Instance of StorageWriter used to perform reads. If this is not 2025-09-07T06:38:50.7454120Z specified, DCP will automatically infer the reader based on the 2025-09-07T06:38:50.7454270Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-09-07T06:38:50.7454330Z be raised. (Default: ``None``) 2025-09-07T06:38:50.7454390Z planner (Optional[LoadPlanner]): 2025-09-07T06:38:50.7454510Z Instance of LoadPlanner. If this is not specified, the default 2025-09-07T06:38:50.7454590Z planner will be used. (Default: ``None``) 2025-09-07T06:38:50.7454670Z process_group (Optional[ProcessGroup]): 2025-09-07T06:38:50.7454780Z ProcessGroup to be used for cross-rank synchronization. 2025-09-07T06:38:50.7454830Z (Default: ``None``) 2025-09-07T06:38:50.7454960Z no_dist (bool): If ``True``, this function will assume the intent is to load 2025-09-07T06:38:50.7455110Z a checkpoint without using cross-rank synchronization. (Default: ``False``) 2025-09-07T06:38:50.7455160Z Returns: 2025-09-07T06:38:50.7455200Z None. 2025-09-07T06:38:50.7455240Z 2025-09-07T06:38:50.7455280Z Examples 2025-09-07T06:38:50.7455330Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7455390Z >>> my_model = MyModule() 2025-09-07T06:38:50.7455470Z >>> optimizer = Adagrad(my_model.parameters()) 2025-09-07T06:38:50.7455550Z >>> model_state_dict = my_model.state_dict() 2025-09-07T06:38:50.7455720Z >>> fs_storage_reader = torch.distributed.checkpoint.FileSystemReader( 2025-09-07T06:38:50.7455770Z ... "/checkpoint/1" 2025-09-07T06:38:50.7455810Z ... ) 2025-09-07T06:38:50.7455850Z 2025-09-07T06:38:50.7455940Z >>> torch.distributed.checkpoint.load_state_dict( 2025-09-07T06:38:50.7456030Z >>> state_dict=model_state_dict, 2025-09-07T06:38:50.7456100Z >>> storage_reader=fs_storage_reader, 2025-09-07T06:38:50.7456140Z >>> ) 2025-09-07T06:38:50.7456180Z 2025-09-07T06:38:50.7456300Z >>> # module.load_state_dict() function might have customized steps 2025-09-07T06:38:50.7456380Z >>> # to flush the state_dict, must call it to 2025-09-07T06:38:50.7456440Z >>> # ensure correct behavior. 2025-09-07T06:38:50.7456520Z >>> my_model.load_state_dict(model_state_dict) 2025-09-07T06:38:50.7456550Z 2025-09-07T06:38:50.7456600Z .. note:: 2025-09-07T06:38:50.7456720Z load_state_dict uses collectives to coordinate reads across ranks. 2025-09-07T06:38:50.7456850Z For NCCL-based process groups, internal tensor representations of 2025-09-07T06:38:50.7456990Z objects must be moved to the GPU device before communication takes place. 2025-09-07T06:38:50.7457130Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-09-07T06:38:50.7457260Z and it is the user's responsibility to ensure that this is set so that each 2025-09-07T06:38:50.7457380Z rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-09-07T06:38:50.7457420Z 2025-09-07T06:38:50.7457570Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7457610Z 2025-09-07T06:38:50.7457660Z warnings.warn(msg) 2025-09-07T06:38:50.7457700Z 2025-09-07T06:38:50.7457830Z --- Parse Warning: 65 / 146 --- 2025-09-07T06:38:50.7458580Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load_sharded_optimizer_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/checkpoint/optimizer.py line=221. 2025-09-07T06:38:50.7458740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7458780Z 2025-09-07T06:38:50.7458910Z Load a state_dict in conjunction with FSDP sharded optimizer state. 2025-09-07T06:38:50.7458950Z 2025-09-07T06:38:50.7459040Z This is the current recommended way to checkpoint FSDP. 2025-09-07T06:38:50.7459190Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7459280Z >>> import torch.distributed.checkpoint as dist_cp 2025-09-07T06:38:50.7459320Z >>> # Save 2025-09-07T06:38:50.7459370Z >>> model: torch.nn.Model 2025-09-07T06:38:50.7459440Z >>> optim_params = model.parameters() 2025-09-07T06:38:50.7459530Z >>> optim = torch.optim.SGD(optim_params, lr=0.01) 2025-09-07T06:38:50.7459570Z >>> # Save 2025-09-07T06:38:50.7459700Z >>> with FSDP.state_dict_type(model, StateDictType.SHARDED_STATE_DICT): 2025-09-07T06:38:50.7459750Z >>> state_dict = { 2025-09-07T06:38:50.7459850Z >>> "optimizer": FSDP.optim_state_dict(model, optim), 2025-09-07T06:38:50.7459910Z >>> "model": model.state_dict() 2025-09-07T06:38:50.7459960Z >>> } 2025-09-07T06:38:50.7460010Z >>> dist_cp.save_state_dict( 2025-09-07T06:38:50.7460070Z >>> state_dict=optim_state, 2025-09-07T06:38:50.7460180Z >>> storage_writer=dist_cp.FileSystemWriter("checkpoint"), 2025-09-07T06:38:50.7460260Z >>> planner=dist_cp.DefaultSavePlanner(), 2025-09-07T06:38:50.7460300Z >>> ) 2025-09-07T06:38:50.7460340Z >>> 2025-09-07T06:38:50.7460380Z >>> # Load 2025-09-07T06:38:50.7460520Z >>> with FSDP.state_dict_type(model_tp, StateDictType.SHARDED_STATE_DICT): 2025-09-07T06:38:50.7460600Z >>> model_state_dict = model_tp.state_dict() 2025-09-07T06:38:50.7460670Z >>> checkpoint = { 2025-09-07T06:38:50.7460730Z >>> "model": model_state_dict 2025-09-07T06:38:50.7460770Z >>> } 2025-09-07T06:38:50.7460830Z >>> dist_cp.load_state_dict( 2025-09-07T06:38:50.7460890Z >>> state_dict=checkpoint, 2025-09-07T06:38:50.7461050Z >>> storage_reader=dist_cp.FileSystemReader(checkpoint_file), 2025-09-07T06:38:50.7461130Z >>> planner=dist_cp.DefaultLoadPlanner(), 2025-09-07T06:38:50.7461170Z >>> ) 2025-09-07T06:38:50.7461260Z >>> model.load_state_dict(checkpoint["model_state"]) 2025-09-07T06:38:50.7461300Z >>> 2025-09-07T06:38:50.7461410Z >>> optim_state = dist_cp.load_sharded_optimizer_state_dict( 2025-09-07T06:38:50.7461460Z >>> model_state_dict, 2025-09-07T06:38:50.7461520Z >>> optimizer_key="optimizer", 2025-09-07T06:38:50.7461630Z >>> storage_reader=dist_cp.FileSystemReader("checkpoint"), 2025-09-07T06:38:50.7461680Z >>> ) 2025-09-07T06:38:50.7461710Z >>> 2025-09-07T06:38:50.7461800Z >>> flattened_osd = FSDP.optim_state_dict_to_load( 2025-09-07T06:38:50.7461880Z >>> model, optim, optim_state["optimizer"] 2025-09-07T06:38:50.7461920Z >>> ) 2025-09-07T06:38:50.7461960Z >>> 2025-09-07T06:38:50.7462040Z >>> optim.load_state_dict(flattened_osd) 2025-09-07T06:38:50.7462070Z 2025-09-07T06:38:50.7462230Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7462260Z 2025-09-07T06:38:50.7462310Z warnings.warn(msg) 2025-09-07T06:38:50.7462360Z 2025-09-07T06:38:50.7462450Z --- Parse Warning: 66 / 146 --- 2025-09-07T06:38:50.7463200Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_RemoteModule.__init__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=129. 2025-09-07T06:38:50.7463360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7463400Z 2025-09-07T06:38:50.7463530Z RemoteModule instance can only be created after RPC initialization. 2025-09-07T06:38:50.7463580Z 2025-09-07T06:38:50.7463700Z It creates a user-specified module on a specified remote node. 2025-09-07T06:38:50.7463840Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-09-07T06:38:50.7463900Z executed on the remote node. 2025-09-07T06:38:50.7464060Z It takes care of autograd recording to ensure the backward pass propagates 2025-09-07T06:38:50.7464160Z gradients back to the corresponding remote module. 2025-09-07T06:38:50.7464370Z It can be shared across processors using `RPC framework `__, 2025-09-07T06:38:50.7464490Z without incurring any overheads of copying the actual module, 2025-09-07T06:38:50.7464620Z which is equivalent to an :class:`~torch.distributed.rpc.RRef` 2025-09-07T06:38:50.7464670Z pointing to the remote module. 2025-09-07T06:38:50.7464720Z 2025-09-07T06:38:50.7464840Z The arguments of ``forward_async`` and ``forward`` are the same as 2025-09-07T06:38:50.7464960Z the ``forward`` method of the module returned by the ``module_cls``. 2025-09-07T06:38:50.7465000Z 2025-09-07T06:38:50.7465180Z Apart from ``forward_async`` and ``forward``, no other methods are supported from nn.Module for now. 2025-09-07T06:38:50.7465220Z 2025-09-07T06:38:50.7465370Z Particularly, to create a hybrid model, typically the local modules should be 2025-09-07T06:38:50.7465590Z created outside of remote modules, rather than as submodules of any remote module (by calling ``add_module``). 2025-09-07T06:38:50.7465640Z Hybrid Example: 2025-09-07T06:38:50.7465710Z >>> class HybridModel(nn.Module): 2025-09-07T06:38:50.7465790Z >>> def __init__(self) -> None: 2025-09-07T06:38:50.7465860Z >>> nn.Module.__init__(self) 2025-09-07T06:38:50.7465950Z >>> self.remote_embedding = RemoteModule(...) 2025-09-07T06:38:50.7466030Z >>> self.local_linear = nn.Linear(...) 2025-09-07T06:38:50.7466070Z 2025-09-07T06:38:50.7466220Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-09-07T06:38:50.7466370Z that has ``forward`` method signature, ``def forward(input: Tensor) -> Tensor:``, 2025-09-07T06:38:50.7466500Z the generated ``RemoteModule`` will have 2 methods in signature of 2025-09-07T06:38:50.7466580Z ``def forward(input: Tensor) -> Tensor:`` and 2025-09-07T06:38:50.7466680Z ``def forward_async(input: Tensor) -> Future[Tensor]:``. 2025-09-07T06:38:50.7466720Z 2025-09-07T06:38:50.7466760Z .. note:: 2025-09-07T06:38:50.7466850Z If the remote module is placed on a cuda device, 2025-09-07T06:38:50.7466990Z any input CPU tensors will be automatically moved to the same cuda device, 2025-09-07T06:38:50.7467230Z and GPU tensors are returned over the wire according to the device map of the remote worker on TensorPipe RPC backend. 2025-09-07T06:38:50.7467270Z 2025-09-07T06:38:50.7467310Z Args: 2025-09-07T06:38:50.7467490Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-09-07T06:38:50.7467660Z The device can be a local device or a remote device specified by one of the following remote 2025-09-07T06:38:50.7467710Z formats: 2025-09-07T06:38:50.7467750Z 2025-09-07T06:38:50.7467840Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-09-07T06:38:50.7467930Z 2. "/" (ex: "trainer0/cuda:0"). 2025-09-07T06:38:50.7467970Z 2025-09-07T06:38:50.7468140Z In addition, the device field can be optional and the default value is "cpu". 2025-09-07T06:38:50.7468210Z module_cls (nn.Module): For example, 2025-09-07T06:38:50.7468270Z >>> class MyModule(nn.Module): 2025-09-07T06:38:50.7468330Z >>> def forward(input): 2025-09-07T06:38:50.7468380Z >>> return input + 1 2025-09-07T06:38:50.7468430Z >>> 2025-09-07T06:38:50.7468480Z >>> module_cls = MyModule 2025-09-07T06:38:50.7468610Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-09-07T06:38:50.7468720Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-09-07T06:38:50.7468890Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-09-07T06:38:50.7469050Z to be created. The type object should be decorated by @torch.jit.interface. 2025-09-07T06:38:50.7469190Z If not provided, the generated RemoteModule is not torchscript-able. 2025-09-07T06:38:50.7469330Z Warning, this is an experimental API and susceptible to frequent changes. 2025-09-07T06:38:50.7469380Z 2025-09-07T06:38:50.7469420Z Returns: 2025-09-07T06:38:50.7469560Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-09-07T06:38:50.7469700Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-09-07T06:38:50.7469870Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-09-07T06:38:50.7469950Z on the user-provided module on the remote side. 2025-09-07T06:38:50.7469990Z 2025-09-07T06:38:50.7470040Z Example:: 2025-09-07T06:38:50.7470130Z Run the following code in two different processes: 2025-09-07T06:38:50.7470170Z 2025-09-07T06:38:50.7470230Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7470280Z >>> # On worker 0: 2025-09-07T06:38:50.7470330Z >>> import torch 2025-09-07T06:38:50.7470410Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7470500Z >>> from torch import nn, Tensor 2025-09-07T06:38:50.7470630Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-09-07T06:38:50.7470670Z >>> 2025-09-07T06:38:50.7470760Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:50.7470830Z >>> remote_linear_module = RemoteModule( 2025-09-07T06:38:50.7470930Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-09-07T06:38:50.7470970Z >>> ) 2025-09-07T06:38:50.7471030Z >>> input = torch.randn(128, 20) 2025-09-07T06:38:50.7471130Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-09-07T06:38:50.7471180Z >>> ret = ret_fut.wait() 2025-09-07T06:38:50.7471230Z >>> rpc.shutdown() 2025-09-07T06:38:50.7471270Z 2025-09-07T06:38:50.7471320Z >>> # On worker 1: 2025-09-07T06:38:50.7471370Z >>> import torch 2025-09-07T06:38:50.7471440Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7471480Z >>> 2025-09-07T06:38:50.7471570Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:50.7471620Z >>> rpc.shutdown() 2025-09-07T06:38:50.7471660Z 2025-09-07T06:38:50.7471810Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7471850Z 2025-09-07T06:38:50.7471900Z warnings.warn(msg) 2025-09-07T06:38:50.7471940Z 2025-09-07T06:38:50.7472040Z --- Parse Warning: 67 / 146 --- 2025-09-07T06:38:50.7472790Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_RemoteModule.init_from_module_rref in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=506. 2025-09-07T06:38:50.7472970Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7473010Z 2025-09-07T06:38:50.7473200Z Besides the constructor, a RemoteModule instance can also be initialized given a module RRef. 2025-09-07T06:38:50.7473240Z 2025-09-07T06:38:50.7473430Z This alternate initialization method can be particularly useful if we want to create multiple 2025-09-07T06:38:50.7473620Z RemoteModule instances that share the same underlying module and reduce memory consumption. 2025-09-07T06:38:50.7473660Z 2025-09-07T06:38:50.7473820Z Moreover, this also provides a workaround for passing script RemoteModule over RPC, 2025-09-07T06:38:50.7473930Z which is not supported. The recommended way is as follows: 2025-09-07T06:38:50.7473970Z 2025-09-07T06:38:50.7474060Z 1. the sender creates a RemoteModule; 2025-09-07T06:38:50.7474150Z 2. the sender sends its ``module_rref`` over RPC; 2025-09-07T06:38:50.7474350Z 3. the receiver calls this method to initialize another RemoteModule using the same ``module_rref``. 2025-09-07T06:38:50.7474390Z 2025-09-07T06:38:50.7474440Z Example:: 2025-09-07T06:38:50.7474530Z Run the following code in two different processes: 2025-09-07T06:38:50.7474570Z 2025-09-07T06:38:50.7474640Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7474680Z >>> # On worker 0: 2025-09-07T06:38:50.7474730Z >>> import torch 2025-09-07T06:38:50.7474800Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7474870Z >>> from torch import nn, Tensor 2025-09-07T06:38:50.7475000Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-09-07T06:38:50.7475040Z >>> 2025-09-07T06:38:50.7475120Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:50.7475190Z >>> remote_module = RemoteModule( 2025-09-07T06:38:50.7475260Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-09-07T06:38:50.7475300Z >>> ) 2025-09-07T06:38:50.7475350Z >>> 2025-09-07T06:38:50.7475410Z >>> remote_module1 = rpc.rpc_sync( 2025-09-07T06:38:50.7475480Z >>> "worker1/cpu", 2025-09-07T06:38:50.7475560Z >>> RemoteModule.init_from_module_rref, 2025-09-07T06:38:50.7475660Z >>> ("worker1/cpu", remote_module1.get_module_rref()), 2025-09-07T06:38:50.7475690Z >>> ) 2025-09-07T06:38:50.7475750Z >>> rpc.shutdown() 2025-09-07T06:38:50.7475780Z 2025-09-07T06:38:50.7475850Z >>> # On worker 1: 2025-09-07T06:38:50.7475900Z >>> import torch 2025-09-07T06:38:50.7475970Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7476010Z >>> 2025-09-07T06:38:50.7476100Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:50.7476150Z >>> rpc.shutdown() 2025-09-07T06:38:50.7476190Z 2025-09-07T06:38:50.7476230Z Args: 2025-09-07T06:38:50.7476410Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-09-07T06:38:50.7476580Z The device can be a local device or a remote device specified by one of the following remote 2025-09-07T06:38:50.7476630Z formats: 2025-09-07T06:38:50.7476670Z 2025-09-07T06:38:50.7476750Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-09-07T06:38:50.7476850Z 2. "/" (ex: "trainer0/cuda:0"). 2025-09-07T06:38:50.7476890Z 2025-09-07T06:38:50.7477030Z In addition, the device field can be optional and the default value is "cpu". 2025-09-07T06:38:50.7477190Z module_rref (RRef[nn.Module]): The module reference shared by both the caller and 2025-09-07T06:38:50.7477240Z the created remote module. 2025-09-07T06:38:50.7477410Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-09-07T06:38:50.7477550Z to be created. The type object should be decorated by @torch.jit.interface. 2025-09-07T06:38:50.7477700Z If not provided, the generated RemoteModule is not torchscript-able. 2025-09-07T06:38:50.7477850Z Warning, this is an experimental API and susceptible to frequent changes. 2025-09-07T06:38:50.7477890Z 2025-09-07T06:38:50.7477930Z Returns: 2025-09-07T06:38:50.7478080Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-09-07T06:38:50.7478220Z user-provided ``module_rref``, it has a blocking ``forward`` method and an 2025-09-07T06:38:50.7478380Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-09-07T06:38:50.7478470Z on the user-provided module on the remote side. 2025-09-07T06:38:50.7478510Z 2025-09-07T06:38:50.7478680Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7478720Z 2025-09-07T06:38:50.7478770Z warnings.warn(msg) 2025-09-07T06:38:50.7478810Z 2025-09-07T06:38:50.7478910Z --- Parse Warning: 68 / 146 --- 2025-09-07T06:38:50.7479600Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=RemoteModule in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=598. 2025-09-07T06:38:50.7479760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7479800Z 2025-09-07T06:38:50.7479940Z A RemoteModule instance can only be created after RPC initialization. 2025-09-07T06:38:50.7479980Z 2025-09-07T06:38:50.7480100Z It creates a user-specified module on a specified remote node. 2025-09-07T06:38:50.7480240Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-09-07T06:38:50.7480300Z executed on the remote node. 2025-09-07T06:38:50.7480440Z It takes care of autograd recording to ensure the backward pass propagates 2025-09-07T06:38:50.7480540Z gradients back to the corresponding remote module. 2025-09-07T06:38:50.7480600Z 2025-09-07T06:38:50.7480730Z It generates two methods ``forward_async`` and ``forward`` based on the 2025-09-07T06:38:50.7480860Z signature of the ``forward`` method of ``module_cls``. ``forward_async`` 2025-09-07T06:38:50.7481010Z runs asynchronously and returns a Future. The arguments of ``forward_async`` 2025-09-07T06:38:50.7481150Z and ``forward`` are the same as the ``forward`` method of the module 2025-09-07T06:38:50.7481210Z returned by the ``module_cls``. 2025-09-07T06:38:50.7481250Z 2025-09-07T06:38:50.7481370Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-09-07T06:38:50.7481520Z that has ``forward`` method signature: ``def forward(input: Tensor) -> Tensor:``, 2025-09-07T06:38:50.7481650Z the generated ``RemoteModule`` will have 2 methods with the signatures: 2025-09-07T06:38:50.7481700Z 2025-09-07T06:38:50.7481770Z | ``def forward(input: Tensor) -> Tensor:`` 2025-09-07T06:38:50.7481870Z | ``def forward_async(input: Tensor) -> Future[Tensor]:`` 2025-09-07T06:38:50.7481910Z 2025-09-07T06:38:50.7481950Z Args: 2025-09-07T06:38:50.7482130Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-09-07T06:38:50.7482340Z The format should be "/", where the device field can be parsed as torch.device type. 2025-09-07T06:38:50.7482430Z E.g., "trainer0/cpu", "trainer0", "ps0/cuda:0". 2025-09-07T06:38:50.7482570Z In addition, the device field can be optional and the default value is "cpu". 2025-09-07T06:38:50.7482720Z module_cls (nn.Module): Class for the module to be created remotely. For example, 2025-09-07T06:38:50.7482760Z 2025-09-07T06:38:50.7482830Z >>> class MyModule(nn.Module): 2025-09-07T06:38:50.7482910Z >>> def forward(input): 2025-09-07T06:38:50.7482970Z >>> return input + 1 2025-09-07T06:38:50.7483010Z >>> 2025-09-07T06:38:50.7483070Z >>> module_cls = MyModule 2025-09-07T06:38:50.7483110Z 2025-09-07T06:38:50.7483230Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-09-07T06:38:50.7483350Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-09-07T06:38:50.7483390Z 2025-09-07T06:38:50.7483430Z Returns: 2025-09-07T06:38:50.7483580Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-09-07T06:38:50.7483710Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-09-07T06:38:50.7483910Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-09-07T06:38:50.7484000Z on the user-provided module on the remote side. 2025-09-07T06:38:50.7484040Z 2025-09-07T06:38:50.7484080Z Example:: 2025-09-07T06:38:50.7484170Z Run the following code in two different processes: 2025-09-07T06:38:50.7484210Z 2025-09-07T06:38:50.7484280Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7484330Z >>> # On worker 0: 2025-09-07T06:38:50.7484380Z >>> import torch 2025-09-07T06:38:50.7484450Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7484510Z >>> from torch import nn, Tensor 2025-09-07T06:38:50.7484650Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-09-07T06:38:50.7484690Z >>> 2025-09-07T06:38:50.7484770Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:50.7484840Z >>> remote_linear_module = RemoteModule( 2025-09-07T06:38:50.7484920Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-09-07T06:38:50.7484960Z >>> ) 2025-09-07T06:38:50.7485020Z >>> input = torch.randn(128, 20) 2025-09-07T06:38:50.7485120Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-09-07T06:38:50.7485170Z >>> ret = ret_fut.wait() 2025-09-07T06:38:50.7485240Z >>> rpc.shutdown() 2025-09-07T06:38:50.7485280Z 2025-09-07T06:38:50.7485330Z >>> # On worker 1: 2025-09-07T06:38:50.7485380Z >>> import torch 2025-09-07T06:38:50.7485450Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7485490Z >>> 2025-09-07T06:38:50.7485630Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:50.7485680Z >>> rpc.shutdown() 2025-09-07T06:38:50.7485720Z 2025-09-07T06:38:50.7485830Z Furthermore, a more practical example that is combined with 2025-09-07T06:38:50.7486110Z `DistributedDataParallel `__ (DDP) 2025-09-07T06:38:50.7486310Z can be found in this `tutorial `__. 2025-09-07T06:38:50.7486350Z 2025-09-07T06:38:50.7486510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7486550Z 2025-09-07T06:38:50.7486600Z warnings.warn(msg) 2025-09-07T06:38:50.7486640Z 2025-09-07T06:38:50.7486740Z --- Parse Warning: 69 / 146 --- 2025-09-07T06:38:50.7487480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=construct_and_record_rdzv_event in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/elastic/events/__init__.py line=94. 2025-09-07T06:38:50.7487640Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7487680Z 2025-09-07T06:38:50.7487800Z Initialize rendezvous event object and record its operations. 2025-09-07T06:38:50.7487840Z 2025-09-07T06:38:50.7487880Z Args: 2025-09-07T06:38:50.7487980Z run_id (str): The run id of the rendezvous. 2025-09-07T06:38:50.7488070Z message (str): The message describing the event. 2025-09-07T06:38:50.7488220Z node_state (NodeState): The state of the node (INIT, RUNNING, SUCCEEDED, FAILED). 2025-09-07T06:38:50.7488340Z name (str): Event name. (E.g. Current action being performed). 2025-09-07T06:38:50.7488410Z hostname (str): Hostname of the node. 2025-09-07T06:38:50.7488490Z pid (Optional[int]): The process id of the node. 2025-09-07T06:38:50.7488640Z master_endpoint (str): The master endpoint for the rendezvous store, if known. 2025-09-07T06:38:50.7488800Z local_id (Optional[int]): The local_id of the node, if defined in dynamic_rendezvous.py 2025-09-07T06:38:50.7488930Z rank (Optional[int]): The rank of the node, if known. 2025-09-07T06:38:50.7488970Z Returns: 2025-09-07T06:38:50.7489010Z None 2025-09-07T06:38:50.7489050Z Example: 2025-09-07T06:38:50.7489130Z >>> # See DynamicRendezvousHandler class 2025-09-07T06:38:50.7489180Z >>> def _record( 2025-09-07T06:38:50.7489220Z ... self, 2025-09-07T06:38:50.7489270Z ... message: str, 2025-09-07T06:38:50.7489360Z ... node_state: NodeState = NodeState.RUNNING, 2025-09-07T06:38:50.7489420Z ... rank: Optional[int] = None, 2025-09-07T06:38:50.7489470Z ... ) -> None: 2025-09-07T06:38:50.7489540Z ... construct_and_record_rdzv_event( 2025-09-07T06:38:50.7489640Z ... name=f"{self.__class__.__name__}.{get_method_name()}", 2025-09-07T06:38:50.7489710Z ... run_id=self._settings.run_id, 2025-09-07T06:38:50.7489770Z ... message=message, 2025-09-07T06:38:50.7489820Z ... node_state=node_state, 2025-09-07T06:38:50.7489890Z ... hostname=self._this_node.addr, 2025-09-07T06:38:50.7489960Z ... pid=self._this_node.pid, 2025-09-07T06:38:50.7490030Z ... local_id=self._this_node.local_id, 2025-09-07T06:38:50.7490080Z ... rank=rank, 2025-09-07T06:38:50.7490120Z ... ) 2025-09-07T06:38:50.7490190Z 2025-09-07T06:38:50.7490340Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7490380Z 2025-09-07T06:38:50.7490430Z warnings.warn(msg) 2025-09-07T06:38:50.7490470Z 2025-09-07T06:38:50.7490570Z --- Parse Warning: 70 / 146 --- 2025-09-07T06:38:50.7491300Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_CustomReducer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/pipelining/microbatch.py line=29. 2025-09-07T06:38:50.7491460Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7491500Z 2025-09-07T06:38:50.7491640Z Custom reducer class that can be used to specify a custom operation that 2025-09-07T06:38:50.7491740Z reduces losses of multiple microbatches into one value. 2025-09-07T06:38:50.7491780Z 2025-09-07T06:38:50.7491820Z Example: 2025-09-07T06:38:50.7491870Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7491930Z >>> sum_reducer = _CustomReducer( 2025-09-07T06:38:50.7491990Z >>> torch.tensor(0.0), 2025-09-07T06:38:50.7492040Z >>> lambda a, b: a + b 2025-09-07T06:38:50.7492080Z >>> ) 2025-09-07T06:38:50.7492120Z 2025-09-07T06:38:50.7492270Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7492310Z 2025-09-07T06:38:50.7492360Z warnings.warn(msg) 2025-09-07T06:38:50.7492400Z 2025-09-07T06:38:50.7492490Z --- Parse Warning: 71 / 146 --- 2025-09-07T06:38:50.7493280Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PeriodicModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/averagers.py line=38. 2025-09-07T06:38:50.7493440Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7493480Z 2025-09-07T06:38:50.7493590Z Averages parameters periodically after the warm-up stage. 2025-09-07T06:38:50.7493630Z 2025-09-07T06:38:50.7493780Z This can be used for running `post-local SGD `_, 2025-09-07T06:38:50.7493900Z by running :class:`~torch.nn.DistributedDataParallel` (DDP) 2025-09-07T06:38:50.7494040Z using the subgroups created by :meth:`~torch.distributed.new_subgroups`. 2025-09-07T06:38:50.7494080Z 2025-09-07T06:38:50.7494140Z Args: 2025-09-07T06:38:50.7494250Z period (int): The number of steps per model averaging. 2025-09-07T06:38:50.7494410Z Usually the period should be greater than ``1`` to reduce the communication cost. 2025-09-07T06:38:50.7494490Z Otherwise, only DDP needs to be used. 2025-09-07T06:38:50.7494620Z warmup_steps (int): The number of warm-up steps. During this stage, 2025-09-07T06:38:50.7494690Z model averaging is skipped. 2025-09-07T06:38:50.7494800Z process_group: The process group to be used for all-reduce. 2025-09-07T06:38:50.7494900Z If ``None``, the default process group, which 2025-09-07T06:38:50.7495010Z is created by :func:`torch.distributed.init_process_group`, 2025-09-07T06:38:50.7495090Z will be used. (default: ``None``) 2025-09-07T06:38:50.7495130Z 2025-09-07T06:38:50.7495170Z Example:: 2025-09-07T06:38:50.7495210Z 2025-09-07T06:38:50.7495290Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7495340Z >>> import torch 2025-09-07T06:38:50.7495410Z >>> import torch.distributed as dist 2025-09-07T06:38:50.7495600Z >>> import torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook as post_localSGD 2025-09-07T06:38:50.7495790Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-09-07T06:38:50.7495840Z >>> import torch.nn as nn 2025-09-07T06:38:50.7495880Z >>> 2025-09-07T06:38:50.7495990Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-09-07T06:38:50.7496050Z >>> torch.cuda.set_device(rank) 2025-09-07T06:38:50.7496150Z >>> module = nn.Linear(1, 1, bias=False).cuda() 2025-09-07T06:38:50.7496250Z >>> model = nn.parallel.DistributedDataParallel( 2025-09-07T06:38:50.7496330Z >>> module, device_ids=[rank], output_device=rank 2025-09-07T06:38:50.7496370Z >>> ) 2025-09-07T06:38:50.7496460Z >>> # Register a post-localSGD communication hook. 2025-09-07T06:38:50.7496640Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-09-07T06:38:50.7496740Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:50.7496780Z >>> 2025-09-07T06:38:50.7496940Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-09-07T06:38:50.7497040Z >>> # After 100 steps, run model averaging every 4 steps. 2025-09-07T06:38:50.7497230Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-09-07T06:38:50.7497390Z >>> averager = averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-09-07T06:38:50.7497440Z >>> for step in range(0, 200): 2025-09-07T06:38:50.7497500Z >>> optimizer.zero_grad() 2025-09-07T06:38:50.7497570Z >>> loss = loss_fn(output, labels) 2025-09-07T06:38:50.7497630Z >>> loss.backward() 2025-09-07T06:38:50.7497680Z >>> optimizer.step() 2025-09-07T06:38:50.7497800Z >>> # Will average model parameters globally every 4 steps. Thus, 2025-09-07T06:38:50.7497940Z >>> # inter-node communication only occurs every 4 iterations after 2025-09-07T06:38:50.7498020Z >>> # the initial ``warmup_steps`` period. 2025-09-07T06:38:50.7498120Z >>> averager.average_parameters(model.parameters()) 2025-09-07T06:38:50.7498150Z 2025-09-07T06:38:50.7498300Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7498340Z 2025-09-07T06:38:50.7498400Z warnings.warn(msg) 2025-09-07T06:38:50.7498430Z 2025-09-07T06:38:50.7498530Z --- Parse Warning: 72 / 146 --- 2025-09-07T06:38:50.7499360Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=HierarchicalModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/hierarchical_model_averager.py line=19. 2025-09-07T06:38:50.7499540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7499580Z 2025-09-07T06:38:50.7499780Z Runs hierarchical model averaging (`hierarchical SGD `_). 2025-09-07T06:38:50.7499820Z 2025-09-07T06:38:50.7502820Z Process groups of different sizes are organized in a hierarchy, and they average parameters 2025-09-07T06:38:50.7502970Z by using different periods concurrently after the warm-up stage. 2025-09-07T06:38:50.7503210Z This is an extension of :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager` 2025-09-07T06:38:50.7503420Z that supports `post-local SGD `_, which essentially only supports 2025-09-07T06:38:50.7503600Z a two-level hierarchy: the intra-machine level and the global level, where the intra-machine 2025-09-07T06:38:50.7503810Z level is usually embedded in :meth:`~torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook`. 2025-09-07T06:38:50.7503990Z Similarly, the process groups within this class do not have such an intra-machine process 2025-09-07T06:38:50.7504240Z subgroup, which should be embedded by the post-local SGD communication hook instead. 2025-09-07T06:38:50.7504280Z 2025-09-07T06:38:50.7504320Z Args: 2025-09-07T06:38:50.7504490Z period_group_size_dict: An ordered dict mapping keys of model averaging period to 2025-09-07T06:38:50.7504630Z process group size, used for initializing process groups of 2025-09-07T06:38:50.7504770Z different sizes in a hierarchy to average parameters concurrently. 2025-09-07T06:38:50.7504900Z Particularly, at each iteration, there will be at most a single 2025-09-07T06:38:50.7505040Z process group that runs averaging -- the period of such group should 2025-09-07T06:38:50.7505180Z have the largest period which the current step can be divided by. 2025-09-07T06:38:50.7505280Z For example, if the dict has three keys: 2, 4, and 8, 2025-09-07T06:38:50.7505410Z then this means totally three process groups will be created to 2025-09-07T06:38:50.7505540Z average parameters every 2, 4, and 8 iterations, respectively. 2025-09-07T06:38:50.7505660Z At the 4th iteration, only the second process group will run 2025-09-07T06:38:50.7505770Z averaging, because the first process group should be a 2025-09-07T06:38:50.7505900Z subset of the second process group, and no need to execute the first 2025-09-07T06:38:50.7505980Z process group redundantly. 2025-09-07T06:38:50.7506110Z On the other hand, the third process group can only be triggered 2025-09-07T06:38:50.7506270Z every 8 iterations, so it will not be triggered at the 4th iteration. 2025-09-07T06:38:50.7506460Z warmup_steps (int): The number of warm-up steps. During this stage, model averaging is skipped. 2025-09-07T06:38:50.7506720Z process_group (ProcessGroup, optional): The overall process group containing all the processes that runs model averaging. 2025-09-07T06:38:50.7506830Z If ``None``, the default process group, which is created 2025-09-07T06:38:50.7506970Z by :func:`torch.distributed.init_process_group`, will be used. 2025-09-07T06:38:50.7507050Z (default: ``None``) 2025-09-07T06:38:50.7507120Z 2025-09-07T06:38:50.7507170Z Example:: 2025-09-07T06:38:50.7507240Z >>> # xdoctest: +SKIP('undefined rank') 2025-09-07T06:38:50.7507310Z >>> from collections import OrderedDict 2025-09-07T06:38:50.7507360Z >>> import torch 2025-09-07T06:38:50.7507430Z >>> import torch.distributed as dist 2025-09-07T06:38:50.7507590Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-09-07T06:38:50.7507650Z >>> PostLocalSGDState, 2025-09-07T06:38:50.7507710Z >>> post_localSGD_hook, 2025-09-07T06:38:50.7507750Z >>> ) 2025-09-07T06:38:50.7507970Z >>> import torch.distributed.algorithms.model_averaging.hierarchical_model_averager as hierarchicalSGD 2025-09-07T06:38:50.7508030Z >>> import torch.nn as nn 2025-09-07T06:38:50.7508070Z >>> 2025-09-07T06:38:50.7508180Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-09-07T06:38:50.7508240Z >>> torch.cuda.set_device(rank) 2025-09-07T06:38:50.7508330Z >>> module = nn.Linear(1, 1, bias=False).to(rank) 2025-09-07T06:38:50.7508420Z >>> model = nn.parallel.DistributedDataParallel( 2025-09-07T06:38:50.7508510Z >>> module, device_ids=[rank], output_device=rank 2025-09-07T06:38:50.7508570Z >>> ) 2025-09-07T06:38:50.7508660Z >>> # Register a post-localSGD communication hook. 2025-09-07T06:38:50.7508820Z >>> # Assume that each machine has 4 GPUs, then each intra-machine subgroup has a size of 4. 2025-09-07T06:38:50.7508890Z >>> subgroup, _ = dist.new_subgroups() 2025-09-07T06:38:50.7509100Z >>> state = PostLocalSGDState(process_group=None, subgroup=subgroup, start_localSGD_iter=100) 2025-09-07T06:38:50.7509210Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:50.7509250Z >>> 2025-09-07T06:38:50.7509420Z >>> # Average parameters among each group of 8 processes every 4 iterations, and among all 2025-09-07T06:38:50.7509490Z >>> # the 16 processes every 16 iterations. 2025-09-07T06:38:50.7509610Z >>> averager = hierarchicalSGD.HierarchicalModelAverager( 2025-09-07T06:38:50.7509750Z >>> period_group_size_dict=OrderedDict([(4, 8), (16, 16)]), warmup_steps=100) 2025-09-07T06:38:50.7509940Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-09-07T06:38:50.7510100Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-09-07T06:38:50.7510200Z >>> # After 100 steps, run model averaging at two levels. 2025-09-07T06:38:50.7510260Z >>> for step in range(0, 200): 2025-09-07T06:38:50.7510320Z >>> optimizer.zero_grad() 2025-09-07T06:38:50.7510380Z >>> loss = loss_fn(output, labels) 2025-09-07T06:38:50.7510440Z >>> loss.backward() 2025-09-07T06:38:50.7510490Z >>> optimizer.step() 2025-09-07T06:38:50.7510590Z >>> # Average parameters after ``optimizer.step()``. 2025-09-07T06:38:50.7510760Z >>> # Thus, the inter-node communication only occurs periodically after ``warmup_steps``. 2025-09-07T06:38:50.7510880Z >>> averager.average_parameters(model.parameters()) 2025-09-07T06:38:50.7510920Z 2025-09-07T06:38:50.7510970Z .. warning :: 2025-09-07T06:38:50.7511120Z The last group size in the dict must be the size of the provided ``process_group``, 2025-09-07T06:38:50.7511260Z which indicates model averaging at the highest level of the hierarchy. 2025-09-07T06:38:50.7511450Z If ``process_group`` is not provided, then the last group size should be equal to the world size. 2025-09-07T06:38:50.7511490Z 2025-09-07T06:38:50.7511530Z .. warning :: 2025-09-07T06:38:50.7511670Z `HierarchicalModelAverager` is experimental and subject to change. 2025-09-07T06:38:50.7511710Z 2025-09-07T06:38:50.7511860Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7511950Z 2025-09-07T06:38:50.7512000Z warnings.warn(msg) 2025-09-07T06:38:50.7512040Z 2025-09-07T06:38:50.7512150Z --- Parse Warning: 73 / 146 --- 2025-09-07T06:38:50.7512930Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=post_localSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/post_localSGD_hook.py line=72. 2025-09-07T06:38:50.7513080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7513120Z 2025-09-07T06:38:50.7513180Z Run post-localSGD algorithm. 2025-09-07T06:38:50.7513220Z 2025-09-07T06:38:50.7513360Z This DDP communication hook is used for running post-localSGD algorithm, 2025-09-07T06:38:50.7513460Z by combining with a model averaging component (e.g., 2025-09-07T06:38:50.7513660Z :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager`) 2025-09-07T06:38:50.7513720Z that runs after the optimizer step. 2025-09-07T06:38:50.7513760Z 2025-09-07T06:38:50.7513800Z Args: 2025-09-07T06:38:50.7513930Z state (PostLocalSGDState): State information to run post-localSGD. 2025-09-07T06:38:50.7514160Z Users mainly need to tune ``start_localSGD_iter`` to determine when to start local SGD. 2025-09-07T06:38:50.7514410Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-09-07T06:38:50.7514580Z Note that since DDP comm hook only supports single process single device mode, 2025-09-07T06:38:50.7514680Z only exactly one tensor is stored in this bucket. 2025-09-07T06:38:50.7514720Z 2025-09-07T06:38:50.7514760Z Returns: 2025-09-07T06:38:50.7514900Z Future handler of the communication, which updates the gradients in place. 2025-09-07T06:38:50.7514940Z 2025-09-07T06:38:50.7514990Z Example:: 2025-09-07T06:38:50.7515040Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7515190Z >>> state = PostLocalSGDState(process_group=process_group, subgroup=subgroup, 2025-09-07T06:38:50.7515270Z start_localSGD_iter=10) 2025-09-07T06:38:50.7515380Z >>> ddp_model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:50.7515580Z >>> # Also need to establish a model averaging module and run model averaging after ``optimizer.step()``. 2025-09-07T06:38:50.7515780Z >>> # Please refer to the examples in ``torch.distributed.algorithms.model_averaging.averagers`` module. 2025-09-07T06:38:50.7515820Z 2025-09-07T06:38:50.7515970Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7516010Z 2025-09-07T06:38:50.7516060Z warnings.warn(msg) 2025-09-07T06:38:50.7516100Z 2025-09-07T06:38:50.7516200Z --- Parse Warning: 74 / 146 --- 2025-09-07T06:38:50.7516970Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=powerSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/powerSGD_hook.py line=342. 2025-09-07T06:38:50.7517130Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7517170Z 2025-09-07T06:38:50.7517240Z Implement PowerSGD algorithm. 2025-09-07T06:38:50.7517270Z 2025-09-07T06:38:50.7517410Z This DDP communication hook implements PowerSGD gradient compression 2025-09-07T06:38:50.7517550Z algorithm described in the `paper `_. 2025-09-07T06:38:50.7517690Z Once gradient tensors are aggregated across all workers, this hook applies 2025-09-07T06:38:50.7517770Z compression as follows: 2025-09-07T06:38:50.7517810Z 2025-09-07T06:38:50.7518070Z 1. Views the input flattened 1D gradient tensor as a list of per-parameter tensors, and divides all the tensors into two groups: 2025-09-07T06:38:50.7518110Z 2025-09-07T06:38:50.7518350Z 1.1 The tensors that should be compressed before allreduce, because the compression can give enough saving in bandwidth. 2025-09-07T06:38:50.7518390Z 2025-09-07T06:38:50.7518630Z 1.2 Rest of the tensors will be directly allreduced without compression, including all the vector tensors (for biases). 2025-09-07T06:38:50.7518670Z 2025-09-07T06:38:50.7518730Z 2. Handles uncompressed tensors: 2025-09-07T06:38:50.7518770Z 2025-09-07T06:38:50.7519070Z 2.1. Allocate contiguous memory for those uncompressed tensors, and allreduces all the uncompressed tensors as a batch, without compression; 2025-09-07T06:38:50.7519110Z 2025-09-07T06:38:50.7519310Z 2.2. Copies the individual uncompressed tensors from the contiguous memory back to the input tensor. 2025-09-07T06:38:50.7519350Z 2025-09-07T06:38:50.7519490Z 3. Handles the tensors that should be compressed by PowerSGD compression: 2025-09-07T06:38:50.7519530Z 2025-09-07T06:38:50.7519670Z 3.1. For each tensor M, creates two low-rank tensors P and Q for decomposing M, 2025-09-07T06:38:50.7519890Z such that M = PQ^T, where Q is initialized from a standard normal distribution and orthogonalized; 2025-09-07T06:38:50.7519920Z 2025-09-07T06:38:50.7520010Z 3.2. Computes each P in Ps, which is equal to MQ; 2025-09-07T06:38:50.7520050Z 2025-09-07T06:38:50.7520120Z 3.3. Allreduces Ps as a batch; 2025-09-07T06:38:50.7520170Z 2025-09-07T06:38:50.7520240Z 3.4. Orthogonalizes each P in Ps; 2025-09-07T06:38:50.7520280Z 2025-09-07T06:38:50.7520400Z 3.5. Computes each Q in Qs, which is approximately equal to M^TP; 2025-09-07T06:38:50.7520440Z 2025-09-07T06:38:50.7520500Z 3.6. Allreduces Qs as a batch; 2025-09-07T06:38:50.7520540Z 2025-09-07T06:38:50.7520710Z 3.7. Computes each M among all the compressed tensors, which is approximately equal to PQ^T. 2025-09-07T06:38:50.7520750Z 2025-09-07T06:38:50.7521000Z Note that this communication hook enforces vanilla allreduce for the first ``state.start_powerSGD_iter`` iterations. 2025-09-07T06:38:50.7521170Z This not only gives the user more control over the tradeoff between speedup and accuracy, 2025-09-07T06:38:50.7521420Z but also helps abstract away some complexity of the internal optimization of DDP for future communication hook developers. 2025-09-07T06:38:50.7521460Z 2025-09-07T06:38:50.7521500Z Args: 2025-09-07T06:38:50.7521760Z state (PowerSGDState): State information to configure the compression rate and support error feedback, warm start, etc. 2025-09-07T06:38:50.7521970Z To tune the compression configs, mainly need to tune ``matrix_approximation_rank``, ``start_powerSGD_iter`` 2025-09-07T06:38:50.7522040Z and ``min_compression_rate``. 2025-09-07T06:38:50.7522290Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-09-07T06:38:50.7522450Z Note that since DDP comm hook only supports single process single device mode, 2025-09-07T06:38:50.7522550Z only exactly one tensor is stored in this bucket. 2025-09-07T06:38:50.7522590Z 2025-09-07T06:38:50.7522630Z Returns: 2025-09-07T06:38:50.7522770Z Future handler of the communication, which updates the gradients in place. 2025-09-07T06:38:50.7522810Z 2025-09-07T06:38:50.7522850Z Example:: 2025-09-07T06:38:50.7522910Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7523070Z >>> state = PowerSGDState(process_group=process_group, matrix_approximation_rank=1, 2025-09-07T06:38:50.7523170Z start_powerSGD_iter=10, min_compression_rate=0.5) 2025-09-07T06:38:50.7523280Z >>> ddp_model.register_comm_hook(state, powerSGD_hook) 2025-09-07T06:38:50.7523330Z 2025-09-07T06:38:50.7523480Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7523520Z 2025-09-07T06:38:50.7523570Z warnings.warn(msg) 2025-09-07T06:38:50.7523610Z 2025-09-07T06:38:50.7523710Z --- Parse Warning: 75 / 146 --- 2025-09-07T06:38:50.7524460Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PostLocalSGDOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/optim/post_localSGD_optimizer.py line=9. 2025-09-07T06:38:50.7524610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7524650Z 2025-09-07T06:38:50.7524880Z Wraps an arbitrary :class:`torch.optim.Optimizer` and runs `post-local SGD `_, 2025-09-07T06:38:50.7524980Z This optimizer runs local optimizer at every step. 2025-09-07T06:38:50.7525180Z After the warm-up stage, it averages parameters periodically after the local optimizer is applied. 2025-09-07T06:38:50.7525220Z 2025-09-07T06:38:50.7525280Z Args: 2025-09-07T06:38:50.7525340Z optim: The local optimizer. 2025-09-07T06:38:50.7525470Z averager: A model averager instance to run post-localSGD algorithm. 2025-09-07T06:38:50.7525510Z 2025-09-07T06:38:50.7525550Z Example:: 2025-09-07T06:38:50.7525590Z 2025-09-07T06:38:50.7525670Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7525730Z >>> import torch 2025-09-07T06:38:50.7525800Z >>> import torch.distributed as dist 2025-09-07T06:38:50.7525960Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-09-07T06:38:50.7526020Z >>> import torch.nn as nn 2025-09-07T06:38:50.7526140Z >>> from torch.distributed.optim import PostLocalSGDOptimizer 2025-09-07T06:38:50.7526300Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-09-07T06:38:50.7526360Z >>> PostLocalSGDState, 2025-09-07T06:38:50.7526410Z >>> post_localSGD_hook, 2025-09-07T06:38:50.7526450Z >>> ) 2025-09-07T06:38:50.7526490Z >>> 2025-09-07T06:38:50.7526590Z >>> model = nn.parallel.DistributedDataParallel( 2025-09-07T06:38:50.7526670Z >>> module, device_ids=[rank], output_device=rank 2025-09-07T06:38:50.7526720Z >>> ) 2025-09-07T06:38:50.7526760Z >>> 2025-09-07T06:38:50.7526840Z >>> # Register a post-localSGD communication hook. 2025-09-07T06:38:50.7527020Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-09-07T06:38:50.7527120Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-09-07T06:38:50.7527160Z >>> 2025-09-07T06:38:50.7527290Z >>> # Create a post-localSGD optimizer that wraps a local optimizer. 2025-09-07T06:38:50.7527440Z >>> # Note that ``warmup_steps`` used in ``PostLocalSGDOptimizer`` must be the same as 2025-09-07T06:38:50.7527570Z >>> # ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-09-07T06:38:50.7527710Z >>> local_optim = torch.optim.SGD(params=model.parameters(), lr=0.01) 2025-09-07T06:38:50.7527770Z >>> opt = PostLocalSGDOptimizer( 2025-09-07T06:38:50.7527830Z >>> optim=local_optim, 2025-09-07T06:38:50.7527980Z >>> averager=averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-09-07T06:38:50.7528020Z >>> ) 2025-09-07T06:38:50.7528060Z >>> 2025-09-07T06:38:50.7528200Z >>> # In the first 100 steps, DDP runs global gradient averaging at every step. 2025-09-07T06:38:50.7528380Z >>> # After 100 steps, DDP runs gradient averaging within each subgroup (intra-node by default), 2025-09-07T06:38:50.7528630Z >>> # and post-localSGD optimizer runs global model averaging every 4 steps after applying the local optimizer. 2025-09-07T06:38:50.7528690Z >>> for step in range(0, 200): 2025-09-07T06:38:50.7528740Z >>> opt.zero_grad() 2025-09-07T06:38:50.7528810Z >>> loss = loss_fn(output, labels) 2025-09-07T06:38:50.7528860Z >>> loss.backward() 2025-09-07T06:38:50.7528910Z >>> opt.step() 2025-09-07T06:38:50.7528950Z 2025-09-07T06:38:50.7529110Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7529150Z 2025-09-07T06:38:50.7529200Z warnings.warn(msg) 2025-09-07T06:38:50.7529240Z 2025-09-07T06:38:50.7529340Z --- Parse Warning: 76 / 146 --- 2025-09-07T06:38:50.7530040Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/optim/optimizer.py line=129. 2025-09-07T06:38:50.7530200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7530240Z 2025-09-07T06:38:50.7530390Z DistributedOptimizer takes remote references to parameters scattered 2025-09-07T06:38:50.7530550Z across workers and applies the given optimizer locally for each parameter. 2025-09-07T06:38:50.7530590Z 2025-09-07T06:38:50.7530730Z This class uses :meth:`~torch.distributed.autograd.get_gradients` in order 2025-09-07T06:38:50.7530820Z to retrieve the gradients for specific parameters. 2025-09-07T06:38:50.7530860Z 2025-09-07T06:38:50.7530960Z Concurrent calls to 2025-09-07T06:38:50.7531090Z :meth:`~torch.distributed.optim.DistributedOptimizer.step`, 2025-09-07T06:38:50.7531170Z either from the same or different clients, will 2025-09-07T06:38:50.7531300Z be serialized on each worker -- as each worker's optimizer can only work 2025-09-07T06:38:50.7531430Z on one set of gradients at a time. However, there is no guarantee that 2025-09-07T06:38:50.7531580Z the full forward-backward-optimizer sequence will execute for one client 2025-09-07T06:38:50.7531710Z at a time. This means that the gradients being applied may not correspond 2025-09-07T06:38:50.7531850Z to the latest forward pass executed on a given worker. Also, there is no 2025-09-07T06:38:50.7531910Z guaranteed ordering across workers. 2025-09-07T06:38:50.7531950Z 2025-09-07T06:38:50.7532100Z `DistributedOptimizer` creates the local optimizer with TorchScript enabled 2025-09-07T06:38:50.7532240Z by default, so that optimizer updates are not blocked by the Python Global 2025-09-07T06:38:50.7532390Z Interpreter Lock (GIL) in the case of multithreaded training (e.g. Distributed 2025-09-07T06:38:50.7532530Z Model Parallel). This feature is currently enabled for most optimizers. You 2025-09-07T06:38:50.7532680Z can also follow `the recipe`__ in PyTorch tutorials to enable TorchScript support 2025-09-07T06:38:50.7532750Z for your own custom optimizers. 2025-09-07T06:38:50.7532790Z 2025-09-07T06:38:50.7532830Z Args: 2025-09-07T06:38:50.7532970Z optimizer_class (optim.Optimizer): the class of optimizer to 2025-09-07T06:38:50.7533040Z instantiate on each worker. 2025-09-07T06:38:50.7533160Z params_rref (list[RRef]): list of RRefs to local or remote parameters 2025-09-07T06:38:50.7533210Z to optimize. 2025-09-07T06:38:50.7533340Z args: arguments to pass to the optimizer constructor on each worker. 2025-09-07T06:38:50.7533470Z kwargs: arguments to pass to the optimizer constructor on each worker. 2025-09-07T06:38:50.7533510Z 2025-09-07T06:38:50.7533560Z Example:: 2025-09-07T06:38:50.7533620Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7533720Z >>> import torch.distributed.autograd as dist_autograd 2025-09-07T06:38:50.7533820Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7533880Z >>> from torch import optim 2025-09-07T06:38:50.7533990Z >>> from torch.distributed.optim import DistributedOptimizer 2025-09-07T06:38:50.7534030Z >>> 2025-09-07T06:38:50.7534120Z >>> with dist_autograd.context() as context_id: 2025-09-07T06:38:50.7534170Z >>> # Forward pass. 2025-09-07T06:38:50.7534300Z >>> rref1 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 3)) 2025-09-07T06:38:50.7534410Z >>> rref2 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 1)) 2025-09-07T06:38:50.7534490Z >>> loss = rref1.to_here() + rref2.to_here() 2025-09-07T06:38:50.7534530Z >>> 2025-09-07T06:38:50.7534580Z >>> # Backward pass. 2025-09-07T06:38:50.7534680Z >>> dist_autograd.backward(context_id, [loss.sum()]) 2025-09-07T06:38:50.7534720Z >>> 2025-09-07T06:38:50.7534770Z >>> # Optimizer. 2025-09-07T06:38:50.7534840Z >>> dist_optim = DistributedOptimizer( 2025-09-07T06:38:50.7534890Z >>> optim.SGD, 2025-09-07T06:38:50.7534940Z >>> [rref1, rref2], 2025-09-07T06:38:50.7534990Z >>> lr=0.05, 2025-09-07T06:38:50.7535030Z >>> ) 2025-09-07T06:38:50.7535090Z >>> dist_optim.step(context_id) 2025-09-07T06:38:50.7535160Z 2025-09-07T06:38:50.7535250Z __ https://github.com/pytorch/tutorials/pull/1465 2025-09-07T06:38:50.7535290Z 2025-09-07T06:38:50.7535440Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7535480Z 2025-09-07T06:38:50.7535530Z warnings.warn(msg) 2025-09-07T06:38:50.7535590Z 2025-09-07T06:38:50.7535700Z --- Parse Warning: 77 / 146 --- 2025-09-07T06:38:50.7536460Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ZeroRedundancyOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/optim/zero_redundancy_optimizer.py line=284. 2025-09-07T06:38:50.7536620Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7536660Z 2025-09-07T06:38:50.7536910Z Wrap an arbitrary :class:`optim.Optimizer ` and shards its states across ranks in the group. 2025-09-07T06:38:50.7536950Z 2025-09-07T06:38:50.7537090Z The sharing is done as described by `ZeRO `_. 2025-09-07T06:38:50.7537130Z 2025-09-07T06:38:50.7537220Z The local optimizer instance in each rank is only 2025-09-07T06:38:50.7537370Z responsible for updating approximately ``1 / world_size`` parameters and 2025-09-07T06:38:50.7537490Z hence only needs to keep ``1 / world_size`` optimizer states. After 2025-09-07T06:38:50.7537640Z parameters are updated locally, each rank will broadcast its parameters to 2025-09-07T06:38:50.7537750Z all other peers to keep all model replicas in the same state. 2025-09-07T06:38:50.7537870Z ``ZeroRedundancyOptimizer`` can be used in conjunction with 2025-09-07T06:38:50.7538050Z :class:`torch.nn.parallel.DistributedDataParallel` to reduce per-rank peak 2025-09-07T06:38:50.7538100Z memory consumption. 2025-09-07T06:38:50.7538140Z 2025-09-07T06:38:50.7538300Z ``ZeroRedundancyOptimizer`` uses a sorted-greedy algorithm to pack a number 2025-09-07T06:38:50.7538440Z of parameters at each rank. Each parameter belongs to a single rank and is 2025-09-07T06:38:50.7538580Z not divided among ranks. The partition is arbitrary and might not match the 2025-09-07T06:38:50.7538660Z the parameter registration or usage order. 2025-09-07T06:38:50.7538700Z 2025-09-07T06:38:50.7538740Z Arguments: 2025-09-07T06:38:50.7538860Z params (``Iterable``): an ``Iterable`` of :class:`torch.Tensor` s 2025-09-07T06:38:50.7539000Z or :class:`dict` s giving all parameters, which will be sharded 2025-09-07T06:38:50.7539050Z across ranks. 2025-09-07T06:38:50.7539090Z 2025-09-07T06:38:50.7539130Z Keyword Args: 2025-09-07T06:38:50.7539260Z optimizer_class (:class:`torch.nn.Optimizer`): the class of the local 2025-09-07T06:38:50.7539310Z optimizer. 2025-09-07T06:38:50.7539440Z process_group (``ProcessGroup``, optional): ``torch.distributed`` 2025-09-07T06:38:50.7539560Z ``ProcessGroup`` (default: ``dist.group.WORLD`` initialized by 2025-09-07T06:38:50.7539650Z :meth:`torch.distributed.init_process_group`). 2025-09-07T06:38:50.7539790Z parameters_as_bucket_view (bool, optional): if ``True``, parameters are 2025-09-07T06:38:50.7539920Z packed into buckets to speed up communication, and ``param.data`` 2025-09-07T06:38:50.7540040Z fields point to bucket views at different offsets; if ``False``, 2025-09-07T06:38:50.7540160Z each individual parameter is communicated separately, and each 2025-09-07T06:38:50.7540260Z ``params.data`` stays intact (default: ``False``). 2025-09-07T06:38:50.7540370Z overlap_with_ddp (bool, optional): if ``True``, :meth:`step` is 2025-09-07T06:38:50.7540500Z overlapped with :class:`DistributedDataParallel` 's gradient 2025-09-07T06:38:50.7540650Z synchronization; this requires (1) either a functional optimizer 2025-09-07T06:38:50.7540760Z for the ``optimizer_class`` argument or one with a functional 2025-09-07T06:38:50.7540860Z equivalent and (2) registering a DDP communication hook 2025-09-07T06:38:50.7541000Z constructed from one of the functions in ``ddp_zero_hook.py``; 2025-09-07T06:38:50.7541110Z parameters are packed into buckets matching those in 2025-09-07T06:38:50.7541200Z :class:`DistributedDataParallel`, meaning that the 2025-09-07T06:38:50.7541290Z ``parameters_as_bucket_view`` argument is ignored. 2025-09-07T06:38:50.7541410Z If ``False``, :meth:`step` runs disjointly after the backward pass 2025-09-07T06:38:50.7541460Z (per normal). 2025-09-07T06:38:50.7541520Z (default: ``False``) 2025-09-07T06:38:50.7541650Z **defaults: any trailing arguments, which are forwarded to the local 2025-09-07T06:38:50.7541690Z optimizer. 2025-09-07T06:38:50.7541730Z 2025-09-07T06:38:50.7541780Z Example:: 2025-09-07T06:38:50.7541820Z 2025-09-07T06:38:50.7541870Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7541930Z >>> import torch.nn as nn 2025-09-07T06:38:50.7542050Z >>> from torch.distributed.optim import ZeroRedundancyOptimizer 2025-09-07T06:38:50.7542170Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-09-07T06:38:50.7542310Z >>> model = nn.Sequential(*[nn.Linear(2000, 2000).to(rank) for _ in range(20)]) 2025-09-07T06:38:50.7542380Z >>> ddp = DDP(model, device_ids=[rank]) 2025-09-07T06:38:50.7542450Z >>> opt = ZeroRedundancyOptimizer( 2025-09-07T06:38:50.7542510Z >>> ddp.parameters(), 2025-09-07T06:38:50.7542580Z >>> optimizer_class=torch.optim.Adam, 2025-09-07T06:38:50.7542650Z >>> lr=0.01 2025-09-07T06:38:50.7542690Z >>> ) 2025-09-07T06:38:50.7542750Z >>> ddp(inputs).sum().backward() 2025-09-07T06:38:50.7542800Z >>> opt.step() 2025-09-07T06:38:50.7542830Z 2025-09-07T06:38:50.7542880Z .. warning:: 2025-09-07T06:38:50.7543000Z Currently, ``ZeroRedundancyOptimizer`` requires that all of the 2025-09-07T06:38:50.7543090Z passed-in parameters are the same dense type. 2025-09-07T06:38:50.7543130Z 2025-09-07T06:38:50.7543180Z .. warning:: 2025-09-07T06:38:50.7543300Z If you pass ``overlap_with_ddp=True``, be wary of the following: Given 2025-09-07T06:38:50.7543440Z the way that overlapping :class:`DistributedDataParallel` with 2025-09-07T06:38:50.7543590Z :class:`ZeroRedundancyOptimizer` is currently implemented, the first 2025-09-07T06:38:50.7543720Z two or three training iterations do not perform parameter updates in 2025-09-07T06:38:50.7543840Z the optimizer step, depending on if ``static_graph=False`` or 2025-09-07T06:38:50.7543950Z ``static_graph=True``, respectively. This is because it needs 2025-09-07T06:38:50.7544060Z information about the gradient bucketing strategy used by 2025-09-07T06:38:50.7544190Z :class:`DistributedDataParallel`, which is not finalized until the 2025-09-07T06:38:50.7544310Z second forward pass if ``static_graph=False`` or until the third 2025-09-07T06:38:50.7544440Z forward pass if ``static_graph=True``. To adjust for this, one option 2025-09-07T06:38:50.7544500Z is to prepend dummy inputs. 2025-09-07T06:38:50.7544540Z 2025-09-07T06:38:50.7544690Z .. warning:: ZeroRedundancyOptimizer is experimental and subject to change. 2025-09-07T06:38:50.7544730Z 2025-09-07T06:38:50.7544880Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7544920Z 2025-09-07T06:38:50.7544970Z warnings.warn(msg) 2025-09-07T06:38:50.7545010Z 2025-09-07T06:38:50.7545110Z --- Parse Warning: 78 / 146 --- 2025-09-07T06:38:50.7545950Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.set_state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=634. 2025-09-07T06:38:50.7546120Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7546280Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-09-07T06:38:50.7546320Z 2025-09-07T06:38:50.7546470Z Also takes (optional) configuration for the model's and optimizer's state dict. 2025-09-07T06:38:50.7546600Z The target module does not have to be a FSDP module. If the target 2025-09-07T06:38:50.7546730Z module is a FSDP module, its ``state_dict_type`` will also be changed. 2025-09-07T06:38:50.7546770Z 2025-09-07T06:38:50.7546890Z .. note:: This API should be called for only the top-level (root) 2025-09-07T06:38:50.7546940Z module. 2025-09-07T06:38:50.7546980Z 2025-09-07T06:38:50.7547100Z .. note:: This API enables users to transparently use the conventional 2025-09-07T06:38:50.7547220Z ``state_dict`` API to take model checkpoints in cases where the 2025-09-07T06:38:50.7547350Z root FSDP module is wrapped by another ``nn.Module``. For example, 2025-09-07T06:38:50.7547480Z the following will ensure ``state_dict`` is called on all non-FSDP 2025-09-07T06:38:50.7547620Z instances, while dispatching into `sharded_state_dict` implementation 2025-09-07T06:38:50.7547670Z for FSDP: 2025-09-07T06:38:50.7547710Z 2025-09-07T06:38:50.7547760Z Example:: 2025-09-07T06:38:50.7547790Z 2025-09-07T06:38:50.7547910Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7547970Z >>> model = DDP(FSDP(...)) 2025-09-07T06:38:50.7548030Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:50.7548080Z >>> model, 2025-09-07T06:38:50.7548160Z >>> StateDictType.SHARDED_STATE_DICT, 2025-09-07T06:38:50.7548290Z >>> state_dict_config = ShardedStateDictConfig(offload_to_cpu=True), 2025-09-07T06:38:50.7548430Z >>> optim_state_dict_config = OptimStateDictConfig(offload_to_cpu=True), 2025-09-07T06:38:50.7548480Z >>> ) 2025-09-07T06:38:50.7548550Z >>> param_state_dict = model.state_dict() 2025-09-07T06:38:50.7548660Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-09-07T06:38:50.7548730Z 2025-09-07T06:38:50.7548770Z Args: 2025-09-07T06:38:50.7548850Z module (torch.nn.Module): Root module. 2025-09-07T06:38:50.7548990Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-09-07T06:38:50.7549130Z state_dict_config (Optional[StateDictConfig]): the configuration for the 2025-09-07T06:38:50.7549200Z target ``state_dict_type``. 2025-09-07T06:38:50.7549350Z optim_state_dict_config (Optional[OptimStateDictConfig]): the configuration 2025-09-07T06:38:50.7549420Z for the optimizer state dict. 2025-09-07T06:38:50.7549460Z 2025-09-07T06:38:50.7549510Z Returns: 2025-09-07T06:38:50.7549640Z A StateDictSettings that include the previous state_dict type and 2025-09-07T06:38:50.7549710Z configuration for the module. 2025-09-07T06:38:50.7549750Z 2025-09-07T06:38:50.7549900Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7549940Z 2025-09-07T06:38:50.7549990Z warnings.warn(msg) 2025-09-07T06:38:50.7550030Z 2025-09-07T06:38:50.7550130Z --- Parse Warning: 79 / 146 --- 2025-09-07T06:38:50.7550950Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=792. 2025-09-07T06:38:50.7551140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7551290Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-09-07T06:38:50.7551330Z 2025-09-07T06:38:50.7551520Z This context manager has the same functions as :meth:`set_state_dict_type`. Read the document of 2025-09-07T06:38:50.7551600Z :meth:`set_state_dict_type` for the detail. 2025-09-07T06:38:50.7551640Z 2025-09-07T06:38:50.7551690Z Example:: 2025-09-07T06:38:50.7551730Z 2025-09-07T06:38:50.7551810Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7551870Z >>> model = DDP(FSDP(...)) 2025-09-07T06:38:50.7551940Z >>> with FSDP.state_dict_type( 2025-09-07T06:38:50.7551980Z >>> model, 2025-09-07T06:38:50.7552060Z >>> StateDictType.SHARDED_STATE_DICT, 2025-09-07T06:38:50.7552110Z >>> ): 2025-09-07T06:38:50.7552180Z >>> checkpoint = model.state_dict() 2025-09-07T06:38:50.7552220Z 2025-09-07T06:38:50.7552260Z Args: 2025-09-07T06:38:50.7552340Z module (torch.nn.Module): Root module. 2025-09-07T06:38:50.7552480Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-09-07T06:38:50.7552620Z state_dict_config (Optional[StateDictConfig]): the model ``state_dict`` 2025-09-07T06:38:50.7552740Z configuration for the target ``state_dict_type``. 2025-09-07T06:38:50.7552890Z optim_state_dict_config (Optional[OptimStateDictConfig]): the optimizer 2025-09-07T06:38:50.7553010Z ``state_dict`` configuration for the target ``state_dict_type``. 2025-09-07T06:38:50.7553050Z 2025-09-07T06:38:50.7553200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7553240Z 2025-09-07T06:38:50.7553290Z warnings.warn(msg) 2025-09-07T06:38:50.7553330Z 2025-09-07T06:38:50.7553430Z --- Parse Warning: 80 / 146 --- 2025-09-07T06:38:50.7554240Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.optim_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1805. 2025-09-07T06:38:50.7554440Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7554480Z 2025-09-07T06:38:50.7554630Z Transform the state-dict of an optimizer corresponding to a sharded model. 2025-09-07T06:38:50.7554670Z 2025-09-07T06:38:50.7554780Z The given state-dict can be transformed to one of three types: 2025-09-07T06:38:50.7554970Z 1) full optimizer state_dict, 2) sharded optimizer state_dict, 3) local optimizer state_dict. 2025-09-07T06:38:50.7555010Z 2025-09-07T06:38:50.7555150Z For full optimizer state_dict, all states are unflattened and not sharded. 2025-09-07T06:38:50.7555280Z Rank0 only and CPU only can be specified via :meth:`state_dict_type` to 2025-09-07T06:38:50.7555320Z avoid OOM. 2025-09-07T06:38:50.7555360Z 2025-09-07T06:38:50.7555500Z For sharded optimizer state_dict, all states are unflattened but sharded. 2025-09-07T06:38:50.7555620Z CPU only can be specified via :meth:`state_dict_type` to further save 2025-09-07T06:38:50.7555670Z memory. 2025-09-07T06:38:50.7555710Z 2025-09-07T06:38:50.7555880Z For local state_dict, no transformation will be performed. But a state 2025-09-07T06:38:50.7556030Z will be converted from nn.Tensor to ShardedTensor to represent its sharding 2025-09-07T06:38:50.7556090Z nature (this is not supported yet). 2025-09-07T06:38:50.7556130Z 2025-09-07T06:38:50.7556170Z Example:: 2025-09-07T06:38:50.7556210Z 2025-09-07T06:38:50.7556310Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7556460Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:50.7556550Z >>> from torch.distributed.fsdp import StateDictType 2025-09-07T06:38:50.7556670Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-09-07T06:38:50.7556790Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-09-07T06:38:50.7556840Z >>> # Save a checkpoint 2025-09-07T06:38:50.7556900Z >>> model, optim = ... 2025-09-07T06:38:50.7556950Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:50.7557000Z >>> model, 2025-09-07T06:38:50.7557070Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:50.7557150Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7557240Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7557280Z >>> ) 2025-09-07T06:38:50.7557340Z >>> state_dict = model.state_dict() 2025-09-07T06:38:50.7557450Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-09-07T06:38:50.7557530Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-09-07T06:38:50.7557580Z >>> # Load a checkpoint 2025-09-07T06:38:50.7557640Z >>> model, optim = ... 2025-09-07T06:38:50.7557730Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-09-07T06:38:50.7557790Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:50.7557850Z >>> model, 2025-09-07T06:38:50.7557920Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:50.7558000Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7558090Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7558130Z >>> ) 2025-09-07T06:38:50.7558200Z >>> model.load_state_dict(state_dict) 2025-09-07T06:38:50.7558290Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-09-07T06:38:50.7561040Z >>> model, optim, optim_state_dict 2025-09-07T06:38:50.7561090Z >>> ) 2025-09-07T06:38:50.7561170Z >>> optim.load_state_dict(optim_state_dict) 2025-09-07T06:38:50.7561210Z 2025-09-07T06:38:50.7561250Z Args: 2025-09-07T06:38:50.7561440Z model (torch.nn.Module): Root module (which may or may not be a 2025-09-07T06:38:50.7561560Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-09-07T06:38:50.7561640Z were passed into the optimizer ``optim``. 2025-09-07T06:38:50.7561750Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-09-07T06:38:50.7561800Z parameters. 2025-09-07T06:38:50.7561930Z optim_state_dict (Dict[str, Any]): the target optimizer state_dict to 2025-09-07T06:38:50.7562060Z transform. If the value is None, optim.state_dict() will be used. ( 2025-09-07T06:38:50.7562110Z Default: ``None``) 2025-09-07T06:38:50.7562260Z group (dist.ProcessGroup): Model's process group across which parameters 2025-09-07T06:38:50.7562370Z are sharded or ``None`` if using the default process group. ( 2025-09-07T06:38:50.7562420Z Default: ``None``) 2025-09-07T06:38:50.7562460Z 2025-09-07T06:38:50.7562510Z Returns: 2025-09-07T06:38:50.7562620Z Dict[str, Any]: A :class:`dict` containing the optimizer state for 2025-09-07T06:38:50.7562730Z ``model``. The sharding of the optimizer state is based on 2025-09-07T06:38:50.7562780Z ``state_dict_type``. 2025-09-07T06:38:50.7562820Z 2025-09-07T06:38:50.7562970Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7563030Z 2025-09-07T06:38:50.7563080Z warnings.warn(msg) 2025-09-07T06:38:50.7563120Z 2025-09-07T06:38:50.7563230Z --- Parse Warning: 81 / 146 --- 2025-09-07T06:38:50.7564080Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.optim_state_dict_to_load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1903. 2025-09-07T06:38:50.7564240Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7564280Z 2025-09-07T06:38:50.7564500Z Convert an optimizer state-dict so that it can be loaded into the optimizer associated with the FSDP model. 2025-09-07T06:38:50.7564540Z 2025-09-07T06:38:50.7564650Z Given a ``optim_state_dict`` that is transformed through 2025-09-07T06:38:50.7564780Z :meth:`optim_state_dict`, it gets converted to the flattened optimizer 2025-09-07T06:38:50.7564910Z state_dict that can be loaded to ``optim`` which is the optimizer for 2025-09-07T06:38:50.7565020Z ``model``. ``model`` must be sharded by FullyShardedDataParallel. 2025-09-07T06:38:50.7565060Z 2025-09-07T06:38:50.7565140Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7565290Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:50.7565380Z >>> from torch.distributed.fsdp import StateDictType 2025-09-07T06:38:50.7565490Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-09-07T06:38:50.7565620Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-09-07T06:38:50.7565670Z >>> # Save a checkpoint 2025-09-07T06:38:50.7565760Z >>> model, optim = ... 2025-09-07T06:38:50.7565820Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:50.7565870Z >>> model, 2025-09-07T06:38:50.7565940Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:50.7566020Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7566100Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7566150Z >>> ) 2025-09-07T06:38:50.7566210Z >>> state_dict = model.state_dict() 2025-09-07T06:38:50.7566280Z >>> original_osd = optim.state_dict() 2025-09-07T06:38:50.7566360Z >>> optim_state_dict = FSDP.optim_state_dict( 2025-09-07T06:38:50.7566400Z >>> model, 2025-09-07T06:38:50.7566460Z >>> optim, 2025-09-07T06:38:50.7566530Z >>> optim_state_dict=original_osd 2025-09-07T06:38:50.7566570Z >>> ) 2025-09-07T06:38:50.7566660Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-09-07T06:38:50.7566710Z >>> # Load a checkpoint 2025-09-07T06:38:50.7566760Z >>> model, optim = ... 2025-09-07T06:38:50.7566860Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-09-07T06:38:50.7566920Z >>> FSDP.set_state_dict_type( 2025-09-07T06:38:50.7566960Z >>> model, 2025-09-07T06:38:50.7567030Z >>> StateDictType.FULL_STATE_DICT, 2025-09-07T06:38:50.7567110Z >>> FullStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7567190Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-09-07T06:38:50.7567230Z >>> ) 2025-09-07T06:38:50.7567300Z >>> model.load_state_dict(state_dict) 2025-09-07T06:38:50.7567390Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-09-07T06:38:50.7567460Z >>> model, optim, optim_state_dict 2025-09-07T06:38:50.7567500Z >>> ) 2025-09-07T06:38:50.7567580Z >>> optim.load_state_dict(optim_state_dict) 2025-09-07T06:38:50.7567610Z 2025-09-07T06:38:50.7567660Z Args: 2025-09-07T06:38:50.7567770Z model (torch.nn.Module): Root module (which may or may not be a 2025-09-07T06:38:50.7567920Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-09-07T06:38:50.7568000Z were passed into the optimizer ``optim``. 2025-09-07T06:38:50.7568110Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-09-07T06:38:50.7568160Z parameters. 2025-09-07T06:38:50.7568310Z optim_state_dict (Dict[str, Any]): The optimizer states to be loaded. 2025-09-07T06:38:50.7568430Z is_named_optimizer (bool): Is this optimizer a NamedOptimizer or 2025-09-07T06:38:50.7568550Z KeyedOptimizer. Only set to True if ``optim`` is TorchRec's 2025-09-07T06:38:50.7568650Z KeyedOptimizer or torch.distributed's NamedOptimizer. 2025-09-07T06:38:50.7568770Z load_directly (bool): If this is set to True, this API will also 2025-09-07T06:38:50.7568890Z call optim.load_state_dict(result) before returning the result. 2025-09-07T06:38:50.7569020Z Otherwise, users are responsible to call ``optim.load_state_dict()`` 2025-09-07T06:38:50.7569080Z (Default: ``False``) 2025-09-07T06:38:50.7569220Z group (dist.ProcessGroup): Model's process group across which parameters 2025-09-07T06:38:50.7569330Z are sharded or ``None`` if using the default process group. ( 2025-09-07T06:38:50.7569390Z Default: ``None``) 2025-09-07T06:38:50.7569430Z 2025-09-07T06:38:50.7569580Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7569620Z 2025-09-07T06:38:50.7569670Z warnings.warn(msg) 2025-09-07T06:38:50.7569710Z 2025-09-07T06:38:50.7569810Z --- Parse Warning: 82 / 146 --- 2025-09-07T06:38:50.7570510Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MixedPrecision in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=114. 2025-09-07T06:38:50.7570670Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7570710Z 2025-09-07T06:38:50.7570810Z This configures FSDP-native mixed precision training. 2025-09-07T06:38:50.7570850Z 2025-09-07T06:38:50.7570900Z Attributes: 2025-09-07T06:38:50.7571040Z param_dtype (Optional[torch.dtype]): This specifies the dtype for model 2025-09-07T06:38:50.7571160Z parameters during forward and backward and thus the dtype for 2025-09-07T06:38:50.7571290Z forward and backward computation. Outside forward and backward, the 2025-09-07T06:38:50.7571470Z *sharded* parameters are kept in full precision (e.g. for the 2025-09-07T06:38:50.7571600Z optimizer step), and for model checkpointing, the parameters are 2025-09-07T06:38:50.7571700Z always saved in full precision. (Default: ``None``) 2025-09-07T06:38:50.7571830Z reduce_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-09-07T06:38:50.7571960Z gradient reduction (i.e. reduce-scatter or all-reduce). If this is 2025-09-07T06:38:50.7572070Z ``None`` but ``param_dtype`` is not ``None``, then this takes on 2025-09-07T06:38:50.7572190Z the ``param_dtype`` value, still running gradient reduction in low 2025-09-07T06:38:50.7572320Z precision. This is permitted to differ from ``param_dtype``, e.g. 2025-09-07T06:38:50.7572440Z to force gradient reduction to run in full precision. (Default: 2025-09-07T06:38:50.7572480Z ``None``) 2025-09-07T06:38:50.7572610Z buffer_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-09-07T06:38:50.7572730Z buffers. FSDP does not shard buffers. Rather, FSDP casts them to 2025-09-07T06:38:50.7572860Z ``buffer_dtype`` in the first forward pass and keeps them in that 2025-09-07T06:38:50.7572980Z dtype thereafter. For model checkpointing, the buffers are saved 2025-09-07T06:38:50.7573110Z in full precision except for ``LOCAL_STATE_DICT``. (Default: 2025-09-07T06:38:50.7573150Z ``None``) 2025-09-07T06:38:50.7573270Z keep_low_precision_grads (bool): If ``False``, then FSDP upcasts 2025-09-07T06:38:50.7573400Z gradients to full precision after the backward pass in preparation 2025-09-07T06:38:50.7573580Z for the optimizer step. If ``True``, then FSDP keeps the gradients 2025-09-07T06:38:50.7573700Z in the dtype used for gradient reduction, which can save memory if 2025-09-07T06:38:50.7573820Z using a custom optimizer that supports running in low precision. 2025-09-07T06:38:50.7573880Z (Default: ``False``) 2025-09-07T06:38:50.7574010Z cast_forward_inputs (bool): If ``True``, then this FSDP module casts 2025-09-07T06:38:50.7574140Z its forward args and kwargs to ``param_dtype``. This is to ensure 2025-09-07T06:38:50.7574270Z that parameter and input dtypes match for forward computation, as 2025-09-07T06:38:50.7574390Z required by many ops. This may need to be set to ``True`` when only 2025-09-07T06:38:50.7574520Z applying mixed precision to some but not all FSDP modules, in which 2025-09-07T06:38:50.7574650Z case a mixed-precision FSDP submodule needs to recast its inputs. 2025-09-07T06:38:50.7574700Z (Default: ``False``) 2025-09-07T06:38:50.7574840Z cast_root_forward_inputs (bool): If ``True``, then the root FSDP module 2025-09-07T06:38:50.7574960Z casts its forward args and kwargs to ``param_dtype``, overriding 2025-09-07T06:38:50.7575070Z the value of ``cast_forward_inputs``. For non-root FSDP modules, 2025-09-07T06:38:50.7575160Z this does not do anything. (Default: ``True``) 2025-09-07T06:38:50.7575310Z _module_classes_to_ignore: (Sequence[Type[nn.Module]]): This specifies 2025-09-07T06:38:50.7575430Z module classes to ignore for mixed precision when using an 2025-09-07T06:38:50.7575540Z ``auto_wrap_policy``: Modules of these classes will have FSDP 2025-09-07T06:38:50.7575660Z applied to them separately with mixed precision disabled (meaning 2025-09-07T06:38:50.7575790Z that the final FSDP construction would deviate from the specified 2025-09-07T06:38:50.7575900Z policy). If ``auto_wrap_policy`` is not specified, then this does 2025-09-07T06:38:50.7576030Z not do anything. This API is experimental and subject to change. 2025-09-07T06:38:50.7576090Z (Default: ``(_BatchNorm,)``) 2025-09-07T06:38:50.7576150Z 2025-09-07T06:38:50.7576260Z .. note:: This API is experimental and subject to change. 2025-09-07T06:38:50.7576290Z 2025-09-07T06:38:50.7576430Z .. note:: Only floating point tensors are cast to their specified dtypes. 2025-09-07T06:38:50.7576470Z 2025-09-07T06:38:50.7576580Z .. note:: In ``summon_full_params``, parameters are forced to full 2025-09-07T06:38:50.7576640Z precision, but buffers are not. 2025-09-07T06:38:50.7576680Z 2025-09-07T06:38:50.7576810Z .. note:: Layer norm and batch norm accumulate in ``float32`` even when 2025-09-07T06:38:50.7576930Z their inputs are in a low precision like ``float16`` or ``bfloat16``. 2025-09-07T06:38:50.7577070Z Disabling FSDP's mixed precision for those norm modules only means that 2025-09-07T06:38:50.7577200Z the affine parameters are kept in ``float32``. However, this incurs 2025-09-07T06:38:50.7577340Z separate all-gathers and reduce-scatters for those norm modules, which 2025-09-07T06:38:50.7577480Z may be inefficient, so if the workload permits, the user should prefer 2025-09-07T06:38:50.7577560Z to still apply mixed precision to those modules. 2025-09-07T06:38:50.7577600Z 2025-09-07T06:38:50.7577730Z .. note:: By default, if the user passes a model with any ``_BatchNorm`` 2025-09-07T06:38:50.7577900Z modules and specifies an ``auto_wrap_policy``, then the batch norm 2025-09-07T06:38:50.7578030Z modules will have FSDP applied to them separately with mixed precision 2025-09-07T06:38:50.7578140Z disabled. See the ``_module_classes_to_ignore`` argument. 2025-09-07T06:38:50.7578180Z 2025-09-07T06:38:50.7578320Z .. note:: ``MixedPrecision`` has ``cast_root_forward_inputs=True`` and 2025-09-07T06:38:50.7578460Z ``cast_forward_inputs=False`` by default. For the root FSDP instance, 2025-09-07T06:38:50.7578560Z its ``cast_root_forward_inputs`` takes precedence over its 2025-09-07T06:38:50.7578670Z ``cast_forward_inputs``. For non-root FSDP instances, their 2025-09-07T06:38:50.7578800Z ``cast_root_forward_inputs`` values are ignored. The default setting is 2025-09-07T06:38:50.7578930Z sufficient for the typical case where each FSDP instance has the same 2025-09-07T06:38:50.7579070Z ``MixedPrecision`` configuration and only needs to cast inputs to the 2025-09-07T06:38:50.7579180Z ``param_dtype`` at the beginning of the model's forward pass. 2025-09-07T06:38:50.7579220Z 2025-09-07T06:38:50.7579350Z .. note:: For nested FSDP instances with different ``MixedPrecision`` 2025-09-07T06:38:50.7579490Z configurations, we recommend setting individual ``cast_forward_inputs`` 2025-09-07T06:38:50.7579610Z values to configure casting inputs or not before each instance's 2025-09-07T06:38:50.7579730Z forward. In such a case, since the casts happen before each FSDP 2025-09-07T06:38:50.7579860Z instance's forward, a parent FSDP instance should have its non-FSDP 2025-09-07T06:38:50.7580000Z submodules run before its FSDP submodules to avoid the activation dtype 2025-09-07T06:38:50.7580120Z being changed due to a different ``MixedPrecision`` configuration. 2025-09-07T06:38:50.7580160Z 2025-09-07T06:38:50.7580230Z Example:: 2025-09-07T06:38:50.7580270Z 2025-09-07T06:38:50.7580350Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7580460Z >>> model = nn.Sequential(nn.Linear(3, 3), nn.Linear(3, 3)) 2025-09-07T06:38:50.7580510Z >>> model[1] = FSDP( 2025-09-07T06:38:50.7580570Z >>> model[1], 2025-09-07T06:38:50.7580750Z >>> mixed_precision=MixedPrecision(param_dtype=torch.float16, cast_forward_inputs=True), 2025-09-07T06:38:50.7580800Z >>> ) 2025-09-07T06:38:50.7580850Z >>> model = FSDP( 2025-09-07T06:38:50.7580900Z >>> model, 2025-09-07T06:38:50.7581080Z >>> mixed_precision=MixedPrecision(param_dtype=torch.bfloat16, cast_forward_inputs=True), 2025-09-07T06:38:50.7581140Z >>> ) 2025-09-07T06:38:50.7581180Z 2025-09-07T06:38:50.7581310Z The above shows a working example. On the other hand, if ``model[1]`` 2025-09-07T06:38:50.7581430Z were replaced with ``model[0]``, meaning that the submodule using 2025-09-07T06:38:50.7581570Z different ``MixedPrecision`` ran its forward first, then ``model[1]`` 2025-09-07T06:38:50.7581700Z would incorrectly see ``float16`` activations instead of ``bfloat16`` 2025-09-07T06:38:50.7581740Z ones. 2025-09-07T06:38:50.7581780Z 2025-09-07T06:38:50.7581820Z 2025-09-07T06:38:50.7581970Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7582010Z 2025-09-07T06:38:50.7582060Z warnings.warn(msg) 2025-09-07T06:38:50.7582100Z 2025-09-07T06:38:50.7582200Z --- Parse Warning: 83 / 146 --- 2025-09-07T06:38:50.7582890Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullStateDictConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=295. 2025-09-07T06:38:50.7583050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7583110Z 2025-09-07T06:38:50.7583240Z ``FullStateDictConfig`` is a config class meant to be used with 2025-09-07T06:38:50.7583360Z ``StateDictType.FULL_STATE_DICT``. We recommend enabling both 2025-09-07T06:38:50.7583480Z ``offload_to_cpu=True`` and ``rank0_only=True`` when saving full state 2025-09-07T06:38:50.7583630Z dicts to save GPU memory and CPU memory, respectively. This config class 2025-09-07T06:38:50.7583760Z is meant to be used via the :func:`state_dict_type` context manager as 2025-09-07T06:38:50.7583800Z follows: 2025-09-07T06:38:50.7583840Z 2025-09-07T06:38:50.7583920Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7584060Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-09-07T06:38:50.7584140Z >>> fsdp = FSDP(model, auto_wrap_policy=...) 2025-09-07T06:38:50.7584270Z >>> cfg = FullStateDictConfig(offload_to_cpu=True, rank0_only=True) 2025-09-07T06:38:50.7584400Z >>> with FSDP.state_dict_type(fsdp, StateDictType.FULL_STATE_DICT, cfg): 2025-09-07T06:38:50.7584460Z >>> state = fsdp.state_dict() 2025-09-07T06:38:50.7584590Z >>> # `state` will be empty on non rank 0 and contain CPU tensors on rank 0. 2025-09-07T06:38:50.7584730Z >>> # To reload checkpoint for inference, finetuning, transfer learning, etc: 2025-09-07T06:38:50.7584880Z >>> model = model_fn() # Initialize model in preparation for wrapping with FSDP 2025-09-07T06:38:50.7584930Z >>> if dist.get_rank() == 0: 2025-09-07T06:38:50.7585050Z >>> # Load checkpoint only on rank 0 to avoid memory redundancy 2025-09-07T06:38:50.7585140Z >>> state_dict = torch.load("my_checkpoint.pt") 2025-09-07T06:38:50.7585210Z >>> model.load_state_dict(state_dict) 2025-09-07T06:38:50.7585370Z >>> # All ranks initialize FSDP module as usual. `sync_module_states` argument 2025-09-07T06:38:50.7585510Z >>> # communicates loaded checkpoint states from rank 0 to rest of the world. 2025-09-07T06:38:50.7585570Z >>> fsdp = FSDP( 2025-09-07T06:38:50.7585610Z ... model, 2025-09-07T06:38:50.7585690Z ... device_id=torch.cuda.current_device(), 2025-09-07T06:38:50.7585750Z ... auto_wrap_policy=..., 2025-09-07T06:38:50.7585810Z ... sync_module_states=True, 2025-09-07T06:38:50.7585850Z ... ) 2025-09-07T06:38:50.7585980Z >>> # After this point, all ranks have FSDP model with loaded checkpoint. 2025-09-07T06:38:50.7586020Z 2025-09-07T06:38:50.7586060Z Attributes: 2025-09-07T06:38:50.7586200Z rank0_only (bool): If ``True``, then only rank 0 saves the full state 2025-09-07T06:38:50.7586320Z dict, and nonzero ranks save an empty dict. If ``False``, then all 2025-09-07T06:38:50.7586420Z ranks save the full state dict. (Default: ``False``) 2025-09-07T06:38:50.7586460Z 2025-09-07T06:38:50.7586610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7586650Z 2025-09-07T06:38:50.7586700Z warnings.warn(msg) 2025-09-07T06:38:50.7586740Z 2025-09-07T06:38:50.7586840Z --- Parse Warning: 84 / 146 --- 2025-09-07T06:38:50.7587570Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=init_from_local_shards in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/__init__.py line=361. 2025-09-07T06:38:50.7587730Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7587770Z 2025-09-07T06:38:50.7587910Z Creates an :class:`ShardedTensor` from local shards and the global metadata. 2025-09-07T06:38:50.7588000Z Needs to be called on all ranks in an SPMD fashion. 2025-09-07T06:38:50.7588040Z 2025-09-07T06:38:50.7588100Z Args: 2025-09-07T06:38:50.7588270Z local_shards (List[:class `torch.distributed._shard.sharded_tensor.Shard`]): A list 2025-09-07T06:38:50.7588370Z of shards that represent the local shards on this rank. 2025-09-07T06:38:50.7588510Z global_size (int...): a list, tuple, or `torch.Size` of integers defining the 2025-09-07T06:38:50.7588600Z shape of the overall sharded tensor. 2025-09-07T06:38:50.7588640Z 2025-09-07T06:38:50.7588680Z Keyword args: 2025-09-07T06:38:50.7588840Z process_group (ProcessGroup, optional): The process group to work on. If None, 2025-09-07T06:38:50.7588920Z the default process group will be used. 2025-09-07T06:38:50.7589030Z init_rrefs (bool, optional): Whether or not to initialize 2025-09-07T06:38:50.7589150Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-09-07T06:38:50.7589270Z Need to initialize the RPC Framework if specified as ``True``. 2025-09-07T06:38:50.7589320Z Default: ``False``. 2025-09-07T06:38:50.7589360Z 2025-09-07T06:38:50.7589410Z Returns: 2025-09-07T06:38:50.7589500Z A :class:`ShardedTensor` object handle on this rank 2025-09-07T06:38:50.7589540Z 2025-09-07T06:38:50.7589570Z 2025-09-07T06:38:50.7589620Z Examples: 2025-09-07T06:38:50.7589770Z Suppose we want construct a sharded tensor on two ranks, global size = (10, 5), 2025-09-07T06:38:50.7589880Z each shard have a (5, 5) local tensor, we can do it like below: 2025-09-07T06:38:50.7589920Z 2025-09-07T06:38:50.7589970Z on rank 0: 2025-09-07T06:38:50.7590040Z >>> # xdoctest: +SKIP("not distributed") 2025-09-07T06:38:50.7590110Z >>> local_shard_metadata = ShardMetadata( 2025-09-07T06:38:50.7590170Z >>> shard_offsets=[0, 0], 2025-09-07T06:38:50.7590220Z >>> shard_lengths=[5, 5], 2025-09-07T06:38:50.7590340Z >>> placement="rank:0/cuda:0" 2025-09-07T06:38:50.7590380Z >>> ) 2025-09-07T06:38:50.7590510Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-09-07T06:38:50.7590620Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-09-07T06:38:50.7590660Z 2025-09-07T06:38:50.7590700Z on rank 1: 2025-09-07T06:38:50.7590780Z >>> # xdoctest: +SKIP("not distributed") 2025-09-07T06:38:50.7590850Z >>> local_shard_metadata = ShardMetadata( 2025-09-07T06:38:50.7590900Z >>> shard_offsets=[5, 0], 2025-09-07T06:38:50.7590960Z >>> shard_lengths=[5, 5], 2025-09-07T06:38:50.7591020Z >>> placement="rank:1/cuda:1" 2025-09-07T06:38:50.7591090Z >>> ) 2025-09-07T06:38:50.7591210Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-09-07T06:38:50.7591330Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-09-07T06:38:50.7591360Z 2025-09-07T06:38:50.7591510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7591560Z 2025-09-07T06:38:50.7591610Z warnings.warn(msg) 2025-09-07T06:38:50.7591650Z 2025-09-07T06:38:50.7591750Z --- Parse Warning: 85 / 146 --- 2025-09-07T06:38:50.7592510Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ShardedTensor._init_from_local_tensor in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=835. 2025-09-07T06:38:50.7592660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7592700Z 2025-09-07T06:38:50.7592860Z Initialize a ShardedTensor given only one local tensor, global sharded tensor 2025-09-07T06:38:50.7592920Z size and sharding spec on each rank. 2025-09-07T06:38:50.7592960Z 2025-09-07T06:38:50.7593000Z Args: 2025-09-07T06:38:50.7593160Z local_tensor (Tensor): Single tensor of local shard stored in each rank. 2025-09-07T06:38:50.7593320Z sharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): 2025-09-07T06:38:50.7593420Z The specification describing how to shard the Tensor. 2025-09-07T06:38:50.7593520Z global_size (Sequence[int]): Size of the sharded tensor. 2025-09-07T06:38:50.7593700Z process_group (ProcessGroup, optional): The process group to aggregate on. 2025-09-07T06:38:50.7593750Z Default: None 2025-09-07T06:38:50.7593860Z init_rrefs (bool, optional): Whether or not to initialize 2025-09-07T06:38:50.7593990Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-09-07T06:38:50.7594100Z Need to initialize the RPC Framework if specified as ``True``. 2025-09-07T06:38:50.7594160Z Default: ``False``. 2025-09-07T06:38:50.7594200Z 2025-09-07T06:38:50.7594240Z Returns: 2025-09-07T06:38:50.7594390Z A :class:`ShardedTensor` sharded based on the given sharding_spec with local 2025-09-07T06:38:50.7594460Z tensor stored in the current rank. 2025-09-07T06:38:50.7594500Z 2025-09-07T06:38:50.7594540Z Examples: 2025-09-07T06:38:50.7594600Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7594680Z >>> # All tensors below are of torch.int64 type. 2025-09-07T06:38:50.7594750Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:50.7594860Z >>> tensor = torch.arange(2, dtype=torch.int64) + 1 + 2 * rank 2025-09-07T06:38:50.7594980Z >>> local_tensor = torch.unsqueeze(torch.cat([tensor, tensor + 2])) 2025-09-07T06:38:50.7595030Z >>> local_tensor 2025-09-07T06:38:50.7595090Z tensor([[1, 2, 3, 4]]) # Rank 0 2025-09-07T06:38:50.7595140Z tensor([[3, 4, 5, 6]]) # Rank 1 2025-09-07T06:38:50.7595200Z >>> sharding_dim = 0 2025-09-07T06:38:50.7595290Z >>> sharding_spec = ChunkShardingSpec( 2025-09-07T06:38:50.7595350Z dim=sharding_dim, 2025-09-07T06:38:50.7595400Z placements=[ 2025-09-07T06:38:50.7595460Z "rank:0/cuda:0", 2025-09-07T06:38:50.7595510Z "rank:1/cuda:1", 2025-09-07T06:38:50.7595550Z ], 2025-09-07T06:38:50.7595590Z ) 2025-09-07T06:38:50.7595670Z >>> st = ShardedTensor._init_from_local_tensor( 2025-09-07T06:38:50.7595750Z ... local_tensor, sharding_spec, [2, 4] 2025-09-07T06:38:50.7595790Z ... ) 2025-09-07T06:38:50.7595830Z >>> st 2025-09-07T06:38:50.7595880Z ShardedTensor( 2025-09-07T06:38:50.7595940Z ShardedTensorMetadata( 2025-09-07T06:38:50.7596010Z shards_metadata=[ 2025-09-07T06:38:50.7596180Z ShardMetadata(shard_offsets=[0, 0], shard_sizes=[1, 4], placement=rank:0/cuda:0), 2025-09-07T06:38:50.7596340Z ShardMetadata(shard_offsets=[1, 0], shard_sizes=[1, 4], placement=rank:1/cuda:1), 2025-09-07T06:38:50.7596380Z ], 2025-09-07T06:38:50.7596440Z size=torch.Size([2, 4]) 2025-09-07T06:38:50.7596480Z ) 2025-09-07T06:38:50.7596530Z >>> st.local_tensor() 2025-09-07T06:38:50.7596580Z tensor([1, 2, 3, 4]) # Rank 0 2025-09-07T06:38:50.7596640Z tensor([3, 4, 5, 6]) # Rank 1 2025-09-07T06:38:50.7596680Z 2025-09-07T06:38:50.7596840Z Warning: This API is experimental and subject to change. It lacks of a fully across 2025-09-07T06:38:50.7596990Z rank validations, and we only validate the local shard on the current rank. 2025-09-07T06:38:50.7597120Z We fully rely on the user to ensure local tensor is sharded based on the 2025-09-07T06:38:50.7597170Z sharding spec. 2025-09-07T06:38:50.7597210Z 2025-09-07T06:38:50.7597360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7597400Z 2025-09-07T06:38:50.7597450Z warnings.warn(msg) 2025-09-07T06:38:50.7597520Z 2025-09-07T06:38:50.7597620Z --- Parse Warning: 86 / 146 --- 2025-09-07T06:38:50.7598380Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ShardedTensor.reshard in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=1076. 2025-09-07T06:38:50.7598540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7598580Z 2025-09-07T06:38:50.7598730Z Reshard a sharded tensor given the ``resharding_spec``. For now, we only support 2025-09-07T06:38:50.7598780Z single local shard. 2025-09-07T06:38:50.7598820Z 2025-09-07T06:38:50.7598960Z If ``resharding_spec`` is same as the original one, this becomes a no-op. 2025-09-07T06:38:50.7599110Z If only ``resharding_spec`` shares the same sharding dim with the original one, 2025-09-07T06:38:50.7599170Z we swap local shards directly. 2025-09-07T06:38:50.7599320Z For more generic cases, we merge different shards across different ranks and split 2025-09-07T06:38:50.7599470Z the local shards based on the ``resharding_spec`` via `all_to_all` collective API. 2025-09-07T06:38:50.7599510Z 2025-09-07T06:38:50.7599550Z Args: 2025-09-07T06:38:50.7599730Z resharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): The 2025-09-07T06:38:50.7599830Z specification describing how the tensor is sharded. 2025-09-07T06:38:50.7599870Z 2025-09-07T06:38:50.7599910Z Returns: 2025-09-07T06:38:50.7600030Z A :class:`ShardedTensor` object whose local shards are resharded. 2025-09-07T06:38:50.7600070Z 2025-09-07T06:38:50.7600110Z Examples: 2025-09-07T06:38:50.7600170Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7600260Z >>> # We have 2 process groups, 2 ranks. 2025-09-07T06:38:50.7600370Z >>> tensor = torch.arange(4, dtype=torch.int64) + 1 + 2 * rank 2025-09-07T06:38:50.7600440Z >>> tensor = torch.stack([tensor, tensor]) 2025-09-07T06:38:50.7600490Z >>> tensor 2025-09-07T06:38:50.7600560Z tensor([[1, 2, 3, 4], [1, 2, 3, 4]]) # Rank 0 2025-09-07T06:38:50.7600630Z tensor([[3, 4, 5, 6], [3, 4, 5, 6]]) # Rank 1 2025-09-07T06:38:50.7600700Z tensor([[5, 6, 7, 8], [5, 6, 7, 8]]) # Rank 2 2025-09-07T06:38:50.7600780Z tensor([[7, 8, 9, 10], [7, 8, 9, 10]]) # Rank 3 2025-09-07T06:38:50.7600830Z >>> sharding_dim = 0 2025-09-07T06:38:50.7600890Z >>> spec = ChunkShardingSpec( 2025-09-07T06:38:50.7600940Z dim=sharding_dim, 2025-09-07T06:38:50.7601020Z placements=[ 2025-09-07T06:38:50.7601070Z "rank:0/cuda:0", 2025-09-07T06:38:50.7601120Z "rank:1/cuda:1", 2025-09-07T06:38:50.7601170Z "rank:2/cuda:2", 2025-09-07T06:38:50.7601220Z "rank:3/cuda:3", 2025-09-07T06:38:50.7601260Z ], 2025-09-07T06:38:50.7601300Z ) 2025-09-07T06:38:50.7601360Z >>> current_offsets = [0] * 2 2025-09-07T06:38:50.7601420Z >>> current_offsets[0] = rank * 2 2025-09-07T06:38:50.7601490Z >>> shard_metadata = ShardMetadata( 2025-09-07T06:38:50.7601580Z shard_offsets=copy.deepcopy(current_offsets), 2025-09-07T06:38:50.7601640Z shard_sizes=tensor.size(), 2025-09-07T06:38:50.7601710Z placement=spec.placements[rank], 2025-09-07T06:38:50.7601750Z ) 2025-09-07T06:38:50.7601800Z >>> local_shards = [ 2025-09-07T06:38:50.7601850Z Shard( 2025-09-07T06:38:50.7601900Z tensor=tensor, 2025-09-07T06:38:50.7601960Z metadata=shard_metadata, 2025-09-07T06:38:50.7602010Z ) 2025-09-07T06:38:50.7602050Z ] 2025-09-07T06:38:50.7602240Z >>> st = ShardedTensor._init_from_local_shards(local_shards, tensor.size()) 2025-09-07T06:38:50.7602320Z >>> sharding_dim = 1 2025-09-07T06:38:50.7602400Z >>> resharding_spec = ChunkShardingSpec( 2025-09-07T06:38:50.7602450Z dim=sharding_dim, 2025-09-07T06:38:50.7602500Z placements=[ 2025-09-07T06:38:50.7602560Z "rank:0/cuda:0", 2025-09-07T06:38:50.7602600Z "rank:1/cuda:1", 2025-09-07T06:38:50.7602680Z "rank:2/cuda:2", 2025-09-07T06:38:50.7602730Z "rank:3/cuda:3", 2025-09-07T06:38:50.7602770Z ], 2025-09-07T06:38:50.7602810Z ) 2025-09-07T06:38:50.7602870Z >>> st.reshard(resharding_spec) 2025-09-07T06:38:50.7602940Z >>> tensor = st.local_shards()[0].tensor 2025-09-07T06:38:50.7602980Z >>> tensor 2025-09-07T06:38:50.7603070Z tensor([[1], [1], [3], [3], [5], [5], [7], [7]]) # Rank 0 2025-09-07T06:38:50.7603160Z tensor([[2], [2], [4], [4], [6], [6], [8], [8]]) # Rank 1 2025-09-07T06:38:50.7603250Z tensor([[3], [3], [5], [5], [7], [7], [9], [9]]) # Rank 2 2025-09-07T06:38:50.7603340Z tensor([[4], [4], [6], [6], [8], [8], [10], [10]]) # Rank 3 2025-09-07T06:38:50.7603380Z 2025-09-07T06:38:50.7603530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7603570Z 2025-09-07T06:38:50.7603620Z warnings.warn(msg) 2025-09-07T06:38:50.7603660Z 2025-09-07T06:38:50.7603760Z --- Parse Warning: 87 / 146 --- 2025-09-07T06:38:50.7604460Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ShardingPlan in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/_shard/sharding_plan/api.py line=12. 2025-09-07T06:38:50.7604660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7604700Z 2025-09-07T06:38:50.7604830Z Representation of a sharding plan, describes how to shard a module 2025-09-07T06:38:50.7605000Z across hosts. `plan` is used to shard module parameters according to the spec provided, 2025-09-07T06:38:50.7605170Z `output_plan` and `return_local_tensor` are optional, they are used to specify the output 2025-09-07T06:38:50.7605330Z layout of a module with a spec, and when to convert back to data parallel fashion. 2025-09-07T06:38:50.7605370Z 2025-09-07T06:38:50.7605410Z Args: 2025-09-07T06:38:50.7605570Z plan (Dict[str, Union[:class:`torch.distributed._shard.sharding_spec.ShardingSpec`, 2025-09-07T06:38:50.7605680Z :class:`torch.distributed._shard.sharder.Sharder`]): 2025-09-07T06:38:50.7605860Z a dict describes how to shard a module, there're currently two ways to shard a module: 2025-09-07T06:38:50.7606020Z 1. directly shard a module parameter by a `ShardingSpec`, keyed by the name of 2025-09-07T06:38:50.7606090Z a parameter to a `ShardingSpec`. 2025-09-07T06:38:50.7606250Z 2. shard a submodule by applying a `Sharder` on it, keyed by the name of a module 2025-09-07T06:38:50.7606300Z to a `Sharder` object. 2025-09-07T06:38:50.7606500Z output_plan (Dict[str, :class:`torch.distributed._shard.sharding_spec.ShardingSpec`), optional): 2025-09-07T06:38:50.7606660Z a dict specifies the layout of a module's output which produces a ShardedTensor, 2025-09-07T06:38:50.7606810Z keyed by the name of module to ShardingSpec("" in key means the root module). 2025-09-07T06:38:50.7606860Z Default: `None` 2025-09-07T06:38:50.7607010Z return_local_tensor (List[str], optional): a list of string, each element enables 2025-09-07T06:38:50.7607160Z a module's sharded output to be returned as a Tensor from its local shards to 2025-09-07T06:38:50.7607310Z ensure further processing in a data parallel fashion. ("" in list means the 2025-09-07T06:38:50.7607380Z root module). 2025-09-07T06:38:50.7607430Z Default: None 2025-09-07T06:38:50.7607470Z Example: 2025-09-07T06:38:50.7607640Z Suppose we want to shard a module with two linear layers and then run it with DDP, we also 2025-09-07T06:38:50.7607810Z want to convert the output of the second linear layer back to DDP, we can do it as follows: 2025-09-07T06:38:50.7607870Z 2025-09-07T06:38:50.7607980Z >>> # xdoctest: +REQUIRES(module:torch._C._distributed_c10d) 2025-09-07T06:38:50.7608040Z >>> class MyModule(nn.Module): 2025-09-07T06:38:50.7608100Z >>> def __init__(self) -> None: 2025-09-07T06:38:50.7608160Z >>> super().__init__() 2025-09-07T06:38:50.7608220Z >>> self.fc1 = nn.Linear() 2025-09-07T06:38:50.7608270Z >>> self.gelu = nn.GELU() 2025-09-07T06:38:50.7608330Z >>> self.fc2 = nn.Linear() 2025-09-07T06:38:50.7608390Z >>> self.relu = nn.Linear() 2025-09-07T06:38:50.7608430Z >>> 2025-09-07T06:38:50.7608490Z >>> def forward(self, input): 2025-09-07T06:38:50.7608590Z >>> return self.relu(self.fc2(self.gelu(self.fc1(input)))) 2025-09-07T06:38:50.7608630Z 2025-09-07T06:38:50.7608670Z 2025-09-07T06:38:50.7608750Z >>> # xdoctest: +SKIP("Undefined spec1, spec2) 2025-09-07T06:38:50.7608820Z >>> sharding_plan = ShardingPlan( 2025-09-07T06:38:50.7608860Z >>> plan={ 2025-09-07T06:38:50.7608910Z >>> "fc1.weight": spec1, 2025-09-07T06:38:50.7608970Z >>> "fc2.weight": spec2 2025-09-07T06:38:50.7609010Z >>> }, 2025-09-07T06:38:50.7609070Z >>> output_plan={ 2025-09-07T06:38:50.7609130Z >>> "fc2": output_spec 2025-09-07T06:38:50.7609170Z >>> }, 2025-09-07T06:38:50.7609230Z >>> return_local_tensor=["fc2"] 2025-09-07T06:38:50.7609290Z >>> ) 2025-09-07T06:38:50.7609340Z 2025-09-07T06:38:50.7609490Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7609530Z 2025-09-07T06:38:50.7609580Z warnings.warn(msg) 2025-09-07T06:38:50.7609620Z 2025-09-07T06:38:50.7609720Z --- Parse Warning: 88 / 146 --- 2025-09-07T06:38:50.7610480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_sharding in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_register_sharding.py line=25. 2025-09-07T06:38:50.7610640Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7610710Z 2025-09-07T06:38:50.7610880Z :meth:`register_sharding` is an experimental API that allows users to register sharding 2025-09-07T06:38:50.7611020Z strategies for an operator when the tensor inputs and outputs are DTensor. 2025-09-07T06:38:50.7611180Z It can be useful when: (1) there doesn't exist a default sharding strategy for ``op``, 2025-09-07T06:38:50.7611320Z e.g. when ``op`` is a custom operator that is not supported by :class:`DTensor`; (2) 2025-09-07T06:38:50.7611490Z when users would like to overwrite default sharding strategies of existing operators. 2025-09-07T06:38:50.7611520Z 2025-09-07T06:38:50.7611570Z Args: 2025-09-07T06:38:50.7611640Z op (Union[OpOverload, List[OpOverload]]): 2025-09-07T06:38:50.7611770Z An op or a list of ops to register the customized sharding function. 2025-09-07T06:38:50.7611800Z 2025-09-07T06:38:50.7611850Z Returns: 2025-09-07T06:38:50.7612010Z A function decorator which can be used to wrap a function that defines the sharding 2025-09-07T06:38:50.7614870Z strategy for the operator specified in ``op``. The defined sharding strategy will be 2025-09-07T06:38:50.7615060Z registered to DTensor and will override the default sharding strategy if DTensor has 2025-09-07T06:38:50.7615320Z already implemented the operator. The customized sharding function takes the same inputs 2025-09-07T06:38:50.7615470Z as the original op (except that if an arg is a :class:`torch.Tensor`, it will be 2025-09-07T06:38:50.7615640Z replaced by a tensor-like object that DTensor uses internally). The function should 2025-09-07T06:38:50.7615860Z return a sequence of 2-tuples, each specifying acceptable output placements and its 2025-09-07T06:38:50.7615930Z corresponding input placements. 2025-09-07T06:38:50.7615970Z 2025-09-07T06:38:50.7616010Z Example: 2025-09-07T06:38:50.7616080Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7616160Z >>> @register_sharding(aten._softmax.default) 2025-09-07T06:38:50.7616260Z >>> def custom_softmax_sharding(x, dim, half_to_float): 2025-09-07T06:38:50.7616350Z >>> softmax_dim = dim if dim >= 0 else dim + x.ndim 2025-09-07T06:38:50.7616410Z >>> acceptable_shardings = [] 2025-09-07T06:38:50.7616450Z >>> 2025-09-07T06:38:50.7616560Z >>> all_replicate = ([Replicate()], [Replicate(), None, None]) 2025-09-07T06:38:50.7616650Z >>> acceptable_shardings.append(all_replicate) 2025-09-07T06:38:50.7616690Z >>> 2025-09-07T06:38:50.7616760Z >>> for sharding_dim in range(x.ndim): 2025-09-07T06:38:50.7616830Z >>> if sharding_dim != softmax_dim: 2025-09-07T06:38:50.7616880Z >>> all_sharded = ( 2025-09-07T06:38:50.7616950Z >>> [Shard(sharding_dim)], 2025-09-07T06:38:50.7617030Z >>> [Shard(sharding_dim), None, None], 2025-09-07T06:38:50.7617080Z >>> ) 2025-09-07T06:38:50.7617170Z >>> acceptable_shardings.append(all_sharded) 2025-09-07T06:38:50.7617210Z >>> 2025-09-07T06:38:50.7617290Z >>> return acceptable_shardings 2025-09-07T06:38:50.7617330Z 2025-09-07T06:38:50.7617460Z .. note:: This API is currently experimental and subject to change 2025-09-07T06:38:50.7617500Z 2025-09-07T06:38:50.7617650Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7617690Z 2025-09-07T06:38:50.7617740Z warnings.warn(msg) 2025-09-07T06:38:50.7617780Z 2025-09-07T06:38:50.7617890Z --- Parse Warning: 89 / 146 --- 2025-09-07T06:38:50.7618610Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=local_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_func_map.py line=35. 2025-09-07T06:38:50.7618780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7618820Z 2025-09-07T06:38:50.7618980Z :meth:`local_map` is an experimental API that allows users to pass :class:`DTensor` s 2025-09-07T06:38:50.7619160Z to a function that is written to be applied on ``torch.Tensor`` s. It is done by extracting 2025-09-07T06:38:50.7619320Z the local components of :class:`DTensor`, call the function, and wrap the outputs to 2025-09-07T06:38:50.7619410Z :class:`DTensor` according to the ``out_placements``. 2025-09-07T06:38:50.7619450Z 2025-09-07T06:38:50.7619500Z Args: 2025-09-07T06:38:50.7619620Z func (Callable): the function to be applied on each local shard of 2025-09-07T06:38:50.7619680Z :class:`DTensor` s. 2025-09-07T06:38:50.7619810Z out_placements (Union[`PlacementType`, Tuple[`PlacementType`, ...]]): 2025-09-07T06:38:50.7619970Z the desired placements of the :class:`DTensor` s in ``func``'s flattened output. 2025-09-07T06:38:50.7620110Z If the flattened ``output`` is a single value, the ``out_placements`` should be 2025-09-07T06:38:50.7620260Z of type `PlacementType`. Otherwise if the flattened ``output`` has multiple 2025-09-07T06:38:50.7620460Z values, the ``out_placements`` should be a tuple of `PlacementType` values 1:1 2025-09-07T06:38:50.7620540Z mapping to the flattened ``output``. 2025-09-07T06:38:50.7620660Z Besides, for :class:`Tensor` output, we use `PlacementType` as its 2025-09-07T06:38:50.7620850Z placements (a `Tuple[Placement]` value). For non-Tensor output, the `PlacementType` 2025-09-07T06:38:50.7620900Z should be `None`. 2025-09-07T06:38:50.7621050Z Note that the only exception is when no :class:`DTensor` argument is passed 2025-09-07T06:38:50.7621180Z in. In this case, even if `out_placements` is not `None`, the result function 2025-09-07T06:38:50.7621340Z should ignore the desired placements because the function is not running with 2025-09-07T06:38:50.7621390Z :class:`DTensor` s. 2025-09-07T06:38:50.7621490Z in_placements (Tuple[`PlacementType`, ...], optional): 2025-09-07T06:38:50.7621660Z the required placements of the :class:`DTensor` s in the flattened inputs of ``func``. 2025-09-07T06:38:50.7621800Z If ``in_placements`` is specified, :meth:`local_map` would examine whether the 2025-09-07T06:38:50.7621940Z placements of each :class:`DTensor` argument is the same as the required 2025-09-07T06:38:50.7622050Z placements or not. If the placements are not the same and 2025-09-07T06:38:50.7622200Z ``redistribute_inputs`` is ``False``, an exception will be raised. Otherwise if 2025-09-07T06:38:50.7622350Z ``redistribute_inputs`` is ``True``, the argument will be first redistributed to 2025-09-07T06:38:50.7622500Z the required sharding placements before passing its local tensor to ``func``. 2025-09-07T06:38:50.7622630Z The only exception is when required placements are not ``None`` and the 2025-09-07T06:38:50.7622800Z argument is a :class:`torch.Tensor`. In this case, the placements examination 2025-09-07T06:38:50.7622940Z will be skipped and the argument will be directly passed to ``func``. 2025-09-07T06:38:50.7623070Z If ``in_placements`` is ``None``, no placements examination will be performed. 2025-09-07T06:38:50.7623130Z Default: None 2025-09-07T06:38:50.7623240Z in_grad_placements (Tuple[`PlacementType`, ...], optional): 2025-09-07T06:38:50.7623370Z the placements hint of the :class:`DTensor` s gradient corresponds 2025-09-07T06:38:50.7623500Z to the flattened input DTensor. This argument is the hint that user 2025-09-07T06:38:50.7623600Z can give to :meth:`to_local` in case the gradient layout of the 2025-09-07T06:38:50.7623760Z local tensor input does not match its :class:`DTensor` input layout. 2025-09-07T06:38:50.7623880Z If not specified, we will assume the gradient layout of the local 2025-09-07T06:38:50.7624010Z tensor input remains the same as the original :class:`DTensor` input 2025-09-07T06:38:50.7624120Z and use that for gradient computation. Default: None. 2025-09-07T06:38:50.7624200Z device_mesh (:class:`DeviceMesh`, optional): 2025-09-07T06:38:50.7624330Z the device mesh that the output :class:`DTensor` s are placed on. If not 2025-09-07T06:38:50.7624490Z specified, this will be inferred from the first input :class:`DTensor`'s device 2025-09-07T06:38:50.7624540Z mesh. Default: None. 2025-09-07T06:38:50.7624580Z 2025-09-07T06:38:50.7624630Z Keyword Args: 2025-09-07T06:38:50.7624700Z redistribute_inputs (bool, optional): 2025-09-07T06:38:50.7624850Z the bool value indicating whether to reshard the input :class:`DTensor` s when 2025-09-07T06:38:50.7625000Z their placements are different from the required input placements. If this 2025-09-07T06:38:50.7625140Z value is ``False`` and some :class:`DTensor` input has a different placement, 2025-09-07T06:38:50.7625240Z an exception will be raised. Default: False. 2025-09-07T06:38:50.7625280Z 2025-09-07T06:38:50.7625330Z Returns: 2025-09-07T06:38:50.7625480Z A ``Callable`` that applies ``func`` to each local shard of the input :class:`DTensor` 2025-09-07T06:38:50.7625630Z and returns a :class:`DTensor` constructed from the return value of ``func``. 2025-09-07T06:38:50.7625690Z 2025-09-07T06:38:50.7625730Z Raises: 2025-09-07T06:38:50.7625880Z AssertionError: For any non-DTensor output, we require its corresponding 2025-09-07T06:38:50.7626030Z output placement in ``out_placements`` be None. An AssertionError will be raised 2025-09-07T06:38:50.7626090Z if this is not the case. 2025-09-07T06:38:50.7626130Z 2025-09-07T06:38:50.7626280Z ValueError: If ``redistribute_inputs=False`` but the input :class:`DTensor` needs 2025-09-07T06:38:50.7626380Z a redistribution according to ``in_placements``. 2025-09-07T06:38:50.7626420Z 2025-09-07T06:38:50.7626460Z Example: 2025-09-07T06:38:50.7626530Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7626610Z >>> def mm_allreduce_forward(device_mesh, W, X): 2025-09-07T06:38:50.7626680Z >>> partial_sum_tensor = torch.mm(W, X) 2025-09-07T06:38:50.7626830Z >>> reduced_tensor = funcol.all_reduce(partial_sum_tensor, "sum", device_mesh) 2025-09-07T06:38:50.7626890Z >>> return reduced_tensor 2025-09-07T06:38:50.7626930Z >>> 2025-09-07T06:38:50.7627000Z >>> W = torch.randn(12, 8, requires_grad=False) 2025-09-07T06:38:50.7627080Z >>> X = torch.randn(8, 16, requires_grad=False) 2025-09-07T06:38:50.7627140Z >>> Y = torch.mm(W, X) 2025-09-07T06:38:50.7627250Z >>> row_wise = [Shard(0)] # row-wise sharding placements on 1-d mesh 2025-09-07T06:38:50.7627380Z >>> col_wise = [Shard(1)] # col-wise sharding placements on 1-d mesh 2025-09-07T06:38:50.7627420Z >>> 2025-09-07T06:38:50.7627590Z >>> # local_mm_allreduce_forward is the function wrapped with DTensor/Tensor conversion 2025-09-07T06:38:50.7627660Z >>> local_mm_allreduce_forward = local_map( 2025-09-07T06:38:50.7627720Z >>> mm_allreduce_forward, 2025-09-07T06:38:50.7627790Z >>> out_placements=[Replicate()], 2025-09-07T06:38:50.7627860Z >>> in_placements=[col_wise, row_wise], 2025-09-07T06:38:50.7627920Z >>> device_mesh=device_mesh, 2025-09-07T06:38:50.7627960Z >>> ) 2025-09-07T06:38:50.7628000Z >>> 2025-09-07T06:38:50.7628060Z >>> W_dt = distribute_tensor( 2025-09-07T06:38:50.7628130Z ... W, device_mesh, (col_wise) 2025-09-07T06:38:50.7628200Z ... ) # col-wisely sharded W tensor 2025-09-07T06:38:50.7628260Z >>> X_dt = distribute_tensor( 2025-09-07T06:38:50.7628320Z ... X, device_mesh, (row_wise) 2025-09-07T06:38:50.7628380Z ... ) # row-wisely sharded X tensor 2025-09-07T06:38:50.7628450Z >>> Y_dt = local_mm_allreduce_forward( 2025-09-07T06:38:50.7628500Z ... device_mesh, W_dt, X_dt 2025-09-07T06:38:50.7628590Z ... ) # apply local_mm_allreduce_forward to DTensors 2025-09-07T06:38:50.7628630Z 2025-09-07T06:38:50.7628750Z .. note:: This API is currently experimental and subject to change 2025-09-07T06:38:50.7628790Z 2025-09-07T06:38:50.7628950Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7628990Z 2025-09-07T06:38:50.7629040Z warnings.warn(msg) 2025-09-07T06:38:50.7629080Z 2025-09-07T06:38:50.7629170Z --- Parse Warning: 90 / 146 --- 2025-09-07T06:38:50.7629900Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PrepareModuleInput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=428. 2025-09-07T06:38:50.7630080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7630120Z 2025-09-07T06:38:50.7630350Z Configure the nn.Module's inputs to convert the input tensors of the nn.Module to DTensors at runtime according to 2025-09-07T06:38:50.7630560Z ``input_layouts``, and perform layout redistribution according to the ``desired_input_layouts``. 2025-09-07T06:38:50.7630600Z 2025-09-07T06:38:50.7630640Z Keyword Args: 2025-09-07T06:38:50.7630770Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:50.7630960Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-09-07T06:38:50.7631180Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-09-07T06:38:50.7631250Z as a placeholder. default: None. 2025-09-07T06:38:50.7631390Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:50.7631610Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:50.7631840Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-09-07T06:38:50.7631920Z input_kwarg_layouts (Dict[str, Placement]): 2025-09-07T06:38:50.7632140Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-09-07T06:38:50.7632190Z default: None 2025-09-07T06:38:50.7632290Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-09-07T06:38:50.7632510Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:50.7632630Z have the desired DTensor layouts. default: None. 2025-09-07T06:38:50.7632700Z use_local_output (bool, optional): 2025-09-07T06:38:50.7632910Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-09-07T06:38:50.7632950Z Returns: 2025-09-07T06:38:50.7633140Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs. 2025-09-07T06:38:50.7633180Z 2025-09-07T06:38:50.7633230Z Example:: 2025-09-07T06:38:50.7633280Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:50.7633470Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInput 2025-09-07T06:38:50.7633620Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-09-07T06:38:50.7633660Z >>> ... 2025-09-07T06:38:50.7633840Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-09-07T06:38:50.7633920Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-09-07T06:38:50.7633970Z >>> 2025-09-07T06:38:50.7634160Z >>> # According to the style specified below, the first input of attn will be annotated to Sharded DTensor 2025-09-07T06:38:50.7634260Z >>> # and then redistributed to Replicated DTensor. 2025-09-07T06:38:50.7634310Z >>> parallelize_module( 2025-09-07T06:38:50.7634390Z >>> block, # this can be a submodule or module 2025-09-07T06:38:50.7634440Z >>> tp_mesh, 2025-09-07T06:38:50.7634500Z >>> parallelize_plan={ 2025-09-07T06:38:50.7634570Z >>> "attn": PrepareModuleInput( 2025-09-07T06:38:50.7634660Z >>> input_layouts=(Shard(0), None, None, ...), 2025-09-07T06:38:50.7634760Z >>> desired_input_layouts=(Replicate(), None, None, ...) 2025-09-07T06:38:50.7634810Z >>> ), 2025-09-07T06:38:50.7634850Z >>> } 2025-09-07T06:38:50.7634890Z >>> ) 2025-09-07T06:38:50.7634930Z 2025-09-07T06:38:50.7635080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7635140Z 2025-09-07T06:38:50.7635190Z warnings.warn(msg) 2025-09-07T06:38:50.7635230Z 2025-09-07T06:38:50.7635330Z --- Parse Warning: 91 / 146 --- 2025-09-07T06:38:50.7636110Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PrepareModuleOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=597. 2025-09-07T06:38:50.7636270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7636310Z 2025-09-07T06:38:50.7636540Z Configure the nn.Module's outputs to convert the output tensors of the nn.Module to DTensors at runtime according to 2025-09-07T06:38:50.7636740Z ``output_layouts``, and perform layout redistribution according to the ``desired_output_layouts``. 2025-09-07T06:38:50.7636780Z 2025-09-07T06:38:50.7636830Z Keyword Args: 2025-09-07T06:38:50.7636930Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:50.7637130Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-09-07T06:38:50.7637350Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-09-07T06:38:50.7637450Z ``None`` need to be specified as a placeholder. 2025-09-07T06:38:50.7637560Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:50.7637790Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-09-07T06:38:50.7637860Z have the desired DTensor layouts. 2025-09-07T06:38:50.7637950Z use_local_output (bool, optional): 2025-09-07T06:38:50.7638160Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-09-07T06:38:50.7638210Z Returns: 2025-09-07T06:38:50.7638390Z A ParallelStyle object that prepares the sharding layouts of the nn.Module's outputs. 2025-09-07T06:38:50.7638420Z 2025-09-07T06:38:50.7638470Z Example:: 2025-09-07T06:38:50.7638530Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:50.7638720Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleOutput 2025-09-07T06:38:50.7638830Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-09-07T06:38:50.7638900Z >>> ... 2025-09-07T06:38:50.7639080Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-09-07T06:38:50.7639160Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-09-07T06:38:50.7639200Z >>> 2025-09-07T06:38:50.7639440Z >>> # According to the style specified below, the output of the TransformerBlock will be converted to Replicated DTensor 2025-09-07T06:38:50.7639520Z >>> # and then redistributed to Sharded DTensor. 2025-09-07T06:38:50.7639580Z >>> parallelize_module( 2025-09-07T06:38:50.7639660Z >>> block, # this can be a submodule or module 2025-09-07T06:38:50.7639700Z >>> tp_mesh, 2025-09-07T06:38:50.7639790Z >>> parallelize_plan = PrepareModuleOutput( 2025-09-07T06:38:50.7639850Z >>> output_layouts=Replicate(), 2025-09-07T06:38:50.7639930Z >>> desired_output_layouts=Shard(0) 2025-09-07T06:38:50.7639970Z >>> ) 2025-09-07T06:38:50.7640010Z >>> ) 2025-09-07T06:38:50.7640040Z 2025-09-07T06:38:50.7640200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7640240Z 2025-09-07T06:38:50.7640290Z warnings.warn(msg) 2025-09-07T06:38:50.7640330Z 2025-09-07T06:38:50.7640430Z --- Parse Warning: 92 / 146 --- 2025-09-07T06:38:50.7641220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PrepareModuleInputOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=705. 2025-09-07T06:38:50.7641390Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7641430Z 2025-09-07T06:38:50.7641690Z Configure the nn.Module's inputs (and outputs) to convert the input tensors (and output tensors, respectively) of the nn.Module 2025-09-07T06:38:50.7641940Z to DTensors at runtime according to ``input_layouts`` (and output_layouts, respectively), and perform layout redistribution 2025-09-07T06:38:50.7642170Z according to the ``desired_input_layouts`` (and ``desired_output_layouts``, respectively). This is a combination of 2025-09-07T06:38:50.7642300Z :class:`PrepareModuleInput` and :class:`PrepareModuleOutput`. 2025-09-07T06:38:50.7642340Z 2025-09-07T06:38:50.7642380Z Keyword Args: 2025-09-07T06:38:50.7642500Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:50.7642700Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-09-07T06:38:50.7642910Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-09-07T06:38:50.7642980Z as a placeholder. default: None. 2025-09-07T06:38:50.7643120Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-09-07T06:38:50.7643340Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:50.7643590Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-09-07T06:38:50.7643680Z input_kwarg_layouts (Dict[str, Placement]): 2025-09-07T06:38:50.7643900Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-09-07T06:38:50.7643950Z default: None 2025-09-07T06:38:50.7644050Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-09-07T06:38:50.7644270Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-09-07T06:38:50.7644360Z have the desired DTensor layouts. default: None. 2025-09-07T06:38:50.7644440Z use_local_input (bool, optional): 2025-09-07T06:38:50.7644660Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-09-07T06:38:50.7644760Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:50.7644950Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-09-07T06:38:50.7645180Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-09-07T06:38:50.7645270Z ``None`` need to be specified as a placeholder. 2025-09-07T06:38:50.7645390Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-09-07T06:38:50.7645620Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-09-07T06:38:50.7645680Z have the desired DTensor layouts. 2025-09-07T06:38:50.7645750Z use_local_output (bool, optional): 2025-09-07T06:38:50.7645960Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-09-07T06:38:50.7646010Z Returns: 2025-09-07T06:38:50.7646220Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs and outputs. 2025-09-07T06:38:50.7646290Z 2025-09-07T06:38:50.7646330Z Example:: 2025-09-07T06:38:50.7646390Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:50.7646590Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInputOutput 2025-09-07T06:38:50.7646730Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-09-07T06:38:50.7646770Z >>> ... 2025-09-07T06:38:50.7646960Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-09-07T06:38:50.7647030Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-09-07T06:38:50.7647080Z >>> 2025-09-07T06:38:50.7647270Z >>> # According to the style specified below, the first input of attn will be annotated as Sharded DTensor 2025-09-07T06:38:50.7647490Z >>> # and then redistributed to Replicated DTensor, and the output of the TransformerBlock will be annotated 2025-09-07T06:38:50.7647620Z >>> # as Replicated DTensor and then redistributed to Sharded DTensor. 2025-09-07T06:38:50.7647670Z >>> parallelize_module( 2025-09-07T06:38:50.7647750Z >>> block, # this can be a submodule or module 2025-09-07T06:38:50.7647800Z >>> tp_mesh, 2025-09-07T06:38:50.7647860Z >>> parallelize_plan={ 2025-09-07T06:38:50.7647940Z >>> "attn": PrepareModuleInputOutput( 2025-09-07T06:38:50.7648030Z >>> input_layouts=(Shard(0), None, None, ...), 2025-09-07T06:38:50.7648130Z >>> desired_input_layouts=(Replicate(), None, None, ...), 2025-09-07T06:38:50.7648200Z >>> output_layouts=Replicate(), 2025-09-07T06:38:50.7648270Z >>> desired_output_layouts=Shard(0), 2025-09-07T06:38:50.7648320Z >>> ), 2025-09-07T06:38:50.7648360Z >>> } 2025-09-07T06:38:50.7648420Z >>> ) 2025-09-07T06:38:50.7648460Z 2025-09-07T06:38:50.7648610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7648650Z 2025-09-07T06:38:50.7648700Z warnings.warn(msg) 2025-09-07T06:38:50.7648740Z 2025-09-07T06:38:50.7648840Z --- Parse Warning: 93 / 146 --- 2025-09-07T06:38:50.7649520Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=async_execution in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/rpc/functions.py line=6. 2025-09-07T06:38:50.7649670Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7649730Z 2025-09-07T06:38:50.7649870Z A decorator for a function indicating that the return value of the function 2025-09-07T06:38:50.7650000Z is guaranteed to be a :class:`~torch.futures.Future` object and this 2025-09-07T06:38:50.7650140Z function can run asynchronously on the RPC callee. More specifically, the 2025-09-07T06:38:50.7650290Z callee extracts the :class:`~torch.futures.Future` returned by the wrapped 2025-09-07T06:38:50.7650420Z function and installs subsequent processing steps as a callback to that 2025-09-07T06:38:50.7650570Z :class:`~torch.futures.Future`. The installed callback will read the value 2025-09-07T06:38:50.7650690Z from the :class:`~torch.futures.Future` when completed and send the 2025-09-07T06:38:50.7650800Z value back as the RPC response. That also means the returned 2025-09-07T06:38:50.7650940Z :class:`~torch.futures.Future` only exists on the callee side and is never 2025-09-07T06:38:50.7651070Z sent through RPC. This decorator is useful when the wrapped function's 2025-09-07T06:38:50.7651190Z (``fn``) execution needs to pause and resume due to, e.g., containing 2025-09-07T06:38:50.7651330Z :meth:`~torch.distributed.rpc.rpc_async` or waiting for other signals. 2025-09-07T06:38:50.7651370Z 2025-09-07T06:38:50.7651520Z .. note:: To enable asynchronous execution, applications must pass the 2025-09-07T06:38:50.7651660Z function object returned by this decorator to RPC APIs. If RPC detected 2025-09-07T06:38:50.7651790Z attributes installed by this decorator, it knows that this function 2025-09-07T06:38:50.7651900Z returns a ``Future`` object and will handle that accordingly. 2025-09-07T06:38:50.7652050Z However, this does not mean this decorator has to be outmost one when 2025-09-07T06:38:50.7652180Z defining a function. For example, when combined with ``@staticmethod`` 2025-09-07T06:38:50.7652310Z or ``@classmethod``, ``@rpc.functions.async_execution`` needs to be the 2025-09-07T06:38:50.7652450Z inner decorator to allow the target function be recognized as a static 2025-09-07T06:38:50.7652580Z or class function. This target function can still execute asynchronously 2025-09-07T06:38:50.7652720Z because, when accessed, the static or class method preserves attributes 2025-09-07T06:38:50.7652810Z installed by ``@rpc.functions.async_execution``. 2025-09-07T06:38:50.7652850Z 2025-09-07T06:38:50.7652890Z 2025-09-07T06:38:50.7652930Z Example:: 2025-09-07T06:38:50.7653050Z The returned :class:`~torch.futures.Future` object can come from 2025-09-07T06:38:50.7653130Z :meth:`~torch.distributed.rpc.rpc_async`, 2025-09-07T06:38:50.7653270Z :meth:`~torch.futures.Future.then`, or :class:`~torch.futures.Future` 2025-09-07T06:38:50.7653380Z constructor. The example below shows directly using the 2025-09-07T06:38:50.7653450Z :class:`~torch.futures.Future` returned by 2025-09-07T06:38:50.7653520Z :meth:`~torch.futures.Future.then`. 2025-09-07T06:38:50.7653560Z 2025-09-07T06:38:50.7653630Z >>> from torch.distributed import rpc 2025-09-07T06:38:50.7653670Z >>> 2025-09-07T06:38:50.7653770Z >>> # omitting setup and shutdown RPC 2025-09-07T06:38:50.7653810Z >>> 2025-09-07T06:38:50.7653860Z >>> # On all workers 2025-09-07T06:38:50.7653930Z >>> @rpc.functions.async_execution 2025-09-07T06:38:50.7653990Z >>> def async_add_chained(to, x, y, z): 2025-09-07T06:38:50.7654110Z >>> # This function runs on "worker1" and returns immediately when 2025-09-07T06:38:50.7654220Z >>> # the callback is installed through the `then(cb)` API. In the 2025-09-07T06:38:50.7654340Z >>> # mean time, the `rpc_async` to "worker2" can run concurrently. 2025-09-07T06:38:50.7654440Z >>> # When the return value of that `rpc_async` arrives at 2025-09-07T06:38:50.7654550Z >>> # "worker1", "worker1" will run the lambda function accordingly 2025-09-07T06:38:50.7654690Z >>> # and set the value for the previously returned `Future`, which 2025-09-07T06:38:50.7654810Z >>> # will then trigger RPC to send the result back to "worker0". 2025-09-07T06:38:50.7654910Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:50.7654980Z >>> lambda fut: fut.wait() + z 2025-09-07T06:38:50.7655020Z >>> ) 2025-09-07T06:38:50.7655060Z >>> 2025-09-07T06:38:50.7655110Z >>> # On worker0 2025-09-07T06:38:50.7655160Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7655210Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:50.7655260Z >>> "worker1", 2025-09-07T06:38:50.7655310Z >>> async_add_chained, 2025-09-07T06:38:50.7655390Z >>> args=("worker2", torch.ones(2), 1, 1) 2025-09-07T06:38:50.7655430Z >>> ) 2025-09-07T06:38:50.7655500Z >>> print(ret) # prints tensor([3., 3.]) 2025-09-07T06:38:50.7655540Z 2025-09-07T06:38:50.7655670Z When combined with TorchScript decorators, this decorator must be the 2025-09-07T06:38:50.7655720Z outmost one. 2025-09-07T06:38:50.7655760Z 2025-09-07T06:38:50.7655820Z >>> from torch import Tensor 2025-09-07T06:38:50.7655880Z >>> from torch.futures import Future 2025-09-07T06:38:50.7655970Z >>> from torch.distributed import rpc 2025-09-07T06:38:50.7656010Z >>> 2025-09-07T06:38:50.7656070Z >>> # omitting setup and shutdown RPC 2025-09-07T06:38:50.7656110Z >>> 2025-09-07T06:38:50.7656160Z >>> # On all workers 2025-09-07T06:38:50.7656220Z >>> @torch.jit.script 2025-09-07T06:38:50.7656330Z >>> def script_add(x: Tensor, y: Tensor) -> Tensor: 2025-09-07T06:38:50.7656380Z >>> return x + y 2025-09-07T06:38:50.7656420Z >>> 2025-09-07T06:38:50.7656490Z >>> @rpc.functions.async_execution 2025-09-07T06:38:50.7656540Z >>> @torch.jit.script 2025-09-07T06:38:50.7656660Z >>> def async_add(to: str, x: Tensor, y: Tensor) -> Future[Tensor]: 2025-09-07T06:38:50.7656740Z >>> return rpc.rpc_async(to, script_add, (x, y)) 2025-09-07T06:38:50.7656780Z >>> 2025-09-07T06:38:50.7656830Z >>> # On worker0 2025-09-07T06:38:50.7656880Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:50.7656930Z >>> "worker1", 2025-09-07T06:38:50.7656980Z >>> async_add, 2025-09-07T06:38:50.7657050Z >>> args=("worker2", torch.ones(2), 1) 2025-09-07T06:38:50.7657090Z >>> ) 2025-09-07T06:38:50.7657160Z >>> print(ret) # prints tensor([2., 2.]) 2025-09-07T06:38:50.7657200Z 2025-09-07T06:38:50.7657330Z When combined with static or class method, this decorator must be the 2025-09-07T06:38:50.7657370Z inner one. 2025-09-07T06:38:50.7657410Z 2025-09-07T06:38:50.7657480Z >>> from torch.distributed import rpc 2025-09-07T06:38:50.7657520Z >>> 2025-09-07T06:38:50.7657580Z >>> # omitting setup and shutdown RPC 2025-09-07T06:38:50.7657620Z >>> 2025-09-07T06:38:50.7657670Z >>> # On all workers 2025-09-07T06:38:50.7657730Z >>> class AsyncExecutionClass: 2025-09-07T06:38:50.7657800Z >>> 2025-09-07T06:38:50.7657850Z >>> @staticmethod 2025-09-07T06:38:50.7657920Z >>> @rpc.functions.async_execution 2025-09-07T06:38:50.7657980Z >>> def static_async_add(to, x, y, z): 2025-09-07T06:38:50.7658090Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:50.7658160Z >>> lambda fut: fut.wait() + z 2025-09-07T06:38:50.7658200Z >>> ) 2025-09-07T06:38:50.7658240Z >>> 2025-09-07T06:38:50.7658290Z >>> @classmethod 2025-09-07T06:38:50.7658350Z >>> @rpc.functions.async_execution 2025-09-07T06:38:50.7658430Z >>> def class_async_add(cls, to, x, y, z): 2025-09-07T06:38:50.7658530Z >>> ret_fut = torch.futures.Future() 2025-09-07T06:38:50.7658620Z >>> rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:50.7658710Z >>> lambda fut: ret_fut.set_result(fut.wait() + z) 2025-09-07T06:38:50.7658750Z >>> ) 2025-09-07T06:38:50.7658810Z >>> return ret_fut 2025-09-07T06:38:50.7658850Z >>> 2025-09-07T06:38:50.7658920Z >>> @rpc.functions.async_execution 2025-09-07T06:38:50.7658990Z >>> def bound_async_add(self, to, x, y, z): 2025-09-07T06:38:50.7659090Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-09-07T06:38:50.7659160Z >>> lambda fut: fut.wait() + z 2025-09-07T06:38:50.7659200Z >>> ) 2025-09-07T06:38:50.7659240Z >>> 2025-09-07T06:38:50.7659290Z >>> # On worker0 2025-09-07T06:38:50.7659340Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:50.7659390Z >>> "worker1", 2025-09-07T06:38:50.7659470Z >>> AsyncExecutionClass.static_async_add, 2025-09-07T06:38:50.7659540Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-09-07T06:38:50.7659580Z >>> ) 2025-09-07T06:38:50.7659650Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:50.7659690Z >>> 2025-09-07T06:38:50.7659770Z >>> ret = rpc.rpc_sync( 2025-09-07T06:38:50.7659820Z >>> "worker1", 2025-09-07T06:38:50.7659900Z >>> AsyncExecutionClass.class_async_add, 2025-09-07T06:38:50.7659970Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-09-07T06:38:50.7660010Z >>> ) 2025-09-07T06:38:50.7660080Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:50.7660140Z 2025-09-07T06:38:50.7660240Z This decorator also works with RRef helpers, i.e., . 2025-09-07T06:38:50.7660320Z :meth:`torch.distributed.rpc.RRef.rpc_sync`, 2025-09-07T06:38:50.7660410Z :meth:`torch.distributed.rpc.RRef.rpc_async`, and 2025-09-07T06:38:50.7660500Z :meth:`torch.distributed.rpc.RRef.remote`. 2025-09-07T06:38:50.7660540Z 2025-09-07T06:38:50.7660610Z >>> from torch.distributed import rpc 2025-09-07T06:38:50.7660650Z >>> 2025-09-07T06:38:50.7660730Z >>> # reuse the AsyncExecutionClass class above 2025-09-07T06:38:50.7660820Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-09-07T06:38:50.7660950Z >>> ret = rref.rpc_sync().static_async_add("worker2", torch.ones(2), 1, 2) 2025-09-07T06:38:50.7661020Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:50.7661060Z >>> 2025-09-07T06:38:50.7661150Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-09-07T06:38:50.7661300Z >>> ret = rref.rpc_async().static_async_add("worker2", torch.ones(2), 1, 2).wait() 2025-09-07T06:38:50.7661370Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:50.7661410Z >>> 2025-09-07T06:38:50.7661500Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-09-07T06:38:50.7661640Z >>> ret = rref.remote().static_async_add("worker2", torch.ones(2), 1, 2).to_here() 2025-09-07T06:38:50.7661710Z >>> print(ret) # prints tensor([4., 4.]) 2025-09-07T06:38:50.7661770Z 2025-09-07T06:38:50.7661920Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7661960Z 2025-09-07T06:38:50.7662010Z warnings.warn(msg) 2025-09-07T06:38:50.7662050Z 2025-09-07T06:38:50.7662150Z --- Parse Warning: 94 / 146 --- 2025-09-07T06:38:50.7662900Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=TensorPipeRpcBackendOptions.set_device_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/rpc/options.py line=113. 2025-09-07T06:38:50.7663060Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7663120Z 2025-09-07T06:38:50.7663250Z Set device mapping between each RPC caller and callee pair. This 2025-09-07T06:38:50.7663350Z function can be called multiple times to incrementally add 2025-09-07T06:38:50.7663420Z device placement configurations. 2025-09-07T06:38:50.7663460Z 2025-09-07T06:38:50.7663500Z Args: 2025-09-07T06:38:50.7663550Z to (str): Callee name. 2025-09-07T06:38:50.7663670Z device_map (Dict of int, str, or torch.device): Device placement 2025-09-07T06:38:50.7663780Z mappings from this worker to the callee. This map must be 2025-09-07T06:38:50.7663830Z invertible. 2025-09-07T06:38:50.7663870Z 2025-09-07T06:38:50.7663910Z Example: 2025-09-07T06:38:50.7663980Z >>> # xdoctest: +SKIP("distributed") 2025-09-07T06:38:50.7664030Z >>> # both workers 2025-09-07T06:38:50.7664080Z >>> def add(x, y): 2025-09-07T06:38:50.7664160Z >>> print(x) # tensor([1., 1.], device='cuda:1') 2025-09-07T06:38:50.7664220Z >>> return x + y, (x + y).to(2) 2025-09-07T06:38:50.7664260Z >>> 2025-09-07T06:38:50.7664310Z >>> # on worker 0 2025-09-07T06:38:50.7664390Z >>> options = TensorPipeRpcBackendOptions( 2025-09-07T06:38:50.7664450Z >>> num_worker_threads=8, 2025-09-07T06:38:50.7664540Z >>> device_maps={"worker1": {0: 1}} 2025-09-07T06:38:50.7664610Z >>> # maps worker0's cuda:0 to worker1's cuda:1 2025-09-07T06:38:50.7664660Z >>> ) 2025-09-07T06:38:50.7664730Z >>> options.set_device_map("worker1", {1: 2}) 2025-09-07T06:38:50.7664810Z >>> # maps worker0's cuda:1 to worker1's cuda:2 2025-09-07T06:38:50.7664870Z >>> 2025-09-07T06:38:50.7664920Z >>> rpc.init_rpc( 2025-09-07T06:38:50.7664970Z >>> "worker0", 2025-09-07T06:38:50.7665010Z >>> rank=0, 2025-09-07T06:38:50.7665070Z >>> world_size=2, 2025-09-07T06:38:50.7665140Z >>> backend=rpc.BackendType.TENSORPIPE, 2025-09-07T06:38:50.7665210Z >>> rpc_backend_options=options 2025-09-07T06:38:50.7665240Z >>> ) 2025-09-07T06:38:50.7665280Z >>> 2025-09-07T06:38:50.7665330Z >>> x = torch.ones(2) 2025-09-07T06:38:50.7665440Z >>> rets = rpc.rpc_sync("worker1", add, args=(x.to(0), 1)) 2025-09-07T06:38:50.7665550Z >>> # The first argument will be moved to cuda:1 on worker1. When 2025-09-07T06:38:50.7665660Z >>> # sending the return value back, it will follow the invert of 2025-09-07T06:38:50.7665760Z >>> # the device map, and hence will be moved back to cuda:0 and 2025-09-07T06:38:50.7665820Z >>> # cuda:1 on worker0 2025-09-07T06:38:50.7665910Z >>> print(rets[0]) # tensor([2., 2.], device='cuda:0') 2025-09-07T06:38:50.7666000Z >>> print(rets[1]) # tensor([2., 2.], device='cuda:1') 2025-09-07T06:38:50.7666040Z 2025-09-07T06:38:50.7666190Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7666230Z 2025-09-07T06:38:50.7666280Z warnings.warn(msg) 2025-09-07T06:38:50.7666320Z 2025-09-07T06:38:50.7666420Z --- Parse Warning: 95 / 146 --- 2025-09-07T06:38:50.7667210Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_server_process_global_profile in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributed/rpc/server_process_global_profiler.py line=19. 2025-09-07T06:38:50.7667370Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7667410Z 2025-09-07T06:38:50.7667530Z It has the same API as ``torch.autograd.profiler.profile`` class, 2025-09-07T06:38:50.7667700Z except that it enables profiling on all threads running RPC server request callbacks. 2025-09-07T06:38:50.7667740Z 2025-09-07T06:38:50.7670550Z Context manager that manages autograd profiler state and holds a summary of results. 2025-09-07T06:38:50.7670700Z Under the hood it just records events of functions being executed in C++ and 2025-09-07T06:38:50.7670840Z exposes those events to Python. You can wrap any code into it and it will 2025-09-07T06:38:50.7670910Z only report runtime of PyTorch functions. 2025-09-07T06:38:50.7671080Z Note: profiler is thread local and is automatically propagated into the async tasks 2025-09-07T06:38:50.7671120Z 2025-09-07T06:38:50.7671160Z Args: 2025-09-07T06:38:50.7671320Z enabled (bool, optional): Setting this to False makes this context manager a no-op. 2025-09-07T06:38:50.7671370Z Default: ``True``. 2025-09-07T06:38:50.7671410Z 2025-09-07T06:38:50.7671590Z use_cuda (bool, optional): Enables timing of CUDA events as well using the cudaEvent API. 2025-09-07T06:38:50.7671710Z Adds approximately 4us of overhead to each tensor operation. 2025-09-07T06:38:50.7671760Z Default: ``False`` 2025-09-07T06:38:50.7671800Z 2025-09-07T06:38:50.7671940Z record_shapes (bool, optional): If shapes recording is set, information 2025-09-07T06:38:50.7672080Z about input dimensions will be collected. This allows one to see which 2025-09-07T06:38:50.7672210Z dimensions have been used under the hood and further group by them 2025-09-07T06:38:50.7672430Z using prof.key_averages(group_by_input_shape=True). Please note that 2025-09-07T06:38:50.7672570Z shape recording might skew your profiling data. It is recommended to 2025-09-07T06:38:50.7672710Z use separate runs with and without shape recording to validate the timing. 2025-09-07T06:38:50.7672860Z Most likely the skew will be negligible for bottom most events (in a case 2025-09-07T06:38:50.7672990Z of nested function calls). But for higher level functions the total 2025-09-07T06:38:50.7673120Z self cpu time might be artificially increased because of the shape 2025-09-07T06:38:50.7673160Z collection. 2025-09-07T06:38:50.7673200Z 2025-09-07T06:38:50.7673360Z profile_memory (bool, optional): Whether to report memory usage, default: ``False`` 2025-09-07T06:38:50.7673400Z 2025-09-07T06:38:50.7673450Z .. warning:: 2025-09-07T06:38:50.7673580Z Enabling memory profiling incurs additional profiler overhead 2025-09-07T06:38:50.7673610Z 2025-09-07T06:38:50.7673660Z .. warning:: 2025-09-07T06:38:50.7673830Z Due to some CUDA multiprocessing limitations (see :ref:`multiprocessing-cuda-note`), 2025-09-07T06:38:50.7673950Z one cannot use the profiler with ``use_cuda = True`` to benchmark 2025-09-07T06:38:50.7674100Z DataLoaders with ``num_workers > 0``. If you wish to benchmark data loading, 2025-09-07T06:38:50.7674200Z please use ``use_cuda = False`` or ``num_workers = 0``. 2025-09-07T06:38:50.7674240Z 2025-09-07T06:38:50.7674280Z Example: 2025-09-07T06:38:50.7674330Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7674380Z >>> # On worker 0: 2025-09-07T06:38:50.7674430Z >>> import torch 2025-09-07T06:38:50.7674500Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7674610Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-09-07T06:38:50.7674690Z >>> x, y = torch.tensor(1), torch.tensor(2) 2025-09-07T06:38:50.7674760Z >>> outer_profile_rref = rpc.remote( 2025-09-07T06:38:50.7674860Z ... dst_worker_name, rpc._server_process_global_profile 2025-09-07T06:38:50.7674900Z ... ) 2025-09-07T06:38:50.7674980Z >>> outer_profile_rref.rpc_sync().__enter__() 2025-09-07T06:38:50.7675070Z >>> rpc.rpc_sync(dst_worker_name, torch.add, (x, y)) 2025-09-07T06:38:50.7675130Z >>> inner_profile_rref = rpc.remote( 2025-09-07T06:38:50.7675230Z ... dst_worker_name, rpc._server_process_global_profile 2025-09-07T06:38:50.7675270Z ... ) 2025-09-07T06:38:50.7675380Z >>> inner_profile_rref.rpc_sync().__enter__() 2025-09-07T06:38:50.7675470Z >>> rpc.rpc_sync(dst_worker_name, torch.sub, (x, y)) 2025-09-07T06:38:50.7675580Z >>> inner_profile_rref.rpc_sync().__exit__(None, None, None) 2025-09-07T06:38:50.7675680Z >>> outer_profile_rref.rpc_sync().__exit__(None, None, None) 2025-09-07T06:38:50.7675780Z >>> print(inner_profile_rref.rpc_sync().key_averages()) 2025-09-07T06:38:50.7675930Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7676120Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-09-07T06:38:50.7676270Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7676390Z sub 85.06% 76.275us 100.00% 89.667us 89.667us 1 2025-09-07T06:38:50.7676510Z empty 14.94% 13.392us 14.94% 13.392us 13.392us 1 2025-09-07T06:38:50.7676660Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7676720Z Self CPU time total: 89.667us 2025-09-07T06:38:50.7676840Z >>> print(outer_profile_rref.rpc_sync().key_averages()) 2025-09-07T06:38:50.7676980Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7677190Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-09-07T06:38:50.7677330Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7677450Z sub 35.65% 76.275us 41.91% 89.667us 89.667us 1 2025-09-07T06:38:50.7677570Z empty 12.67% 27.101us 12.67% 27.101us 13.551us 2 2025-09-07T06:38:50.7677680Z add 51.68% 110.550us 58.09% 124.259us 124.259us 1 2025-09-07T06:38:50.7677820Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7677880Z Self CPU time total: 213.926us 2025-09-07T06:38:50.7677940Z >>> rpc.shutdown() 2025-09-07T06:38:50.7677980Z 2025-09-07T06:38:50.7678030Z >>> # On worker 1: 2025-09-07T06:38:50.7678100Z >>> import torch.distributed.rpc as rpc 2025-09-07T06:38:50.7678190Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-09-07T06:38:50.7678290Z >>> # wait for worker 0 to finish work, and then shutdown. 2025-09-07T06:38:50.7678340Z >>> rpc.shutdown() 2025-09-07T06:38:50.7678380Z 2025-09-07T06:38:50.7678530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7678570Z 2025-09-07T06:38:50.7678620Z warnings.warn(msg) 2025-09-07T06:38:50.7678660Z 2025-09-07T06:38:50.7678800Z --- Parse Warning: 96 / 146 --- 2025-09-07T06:38:50.7679460Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=record_function in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/profiler.py line=734. 2025-09-07T06:38:50.7679620Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7679850Z Context manager/function decorator that adds a label to a code block/function when running autograd profiler. 2025-09-07T06:38:50.7679960Z Label will only appear if CPU activity tracing is enabled. 2025-09-07T06:38:50.7680000Z 2025-09-07T06:38:50.7680100Z It is useful when tracing the code profile. 2025-09-07T06:38:50.7680140Z 2025-09-07T06:38:50.7680180Z Args: 2025-09-07T06:38:50.7680260Z name (str): Label assigned to the block of code. 2025-09-07T06:38:50.7680380Z node_id (int): ID of node, for distributed profiling. Unset in 2025-09-07T06:38:50.7680440Z non-distributed cases. 2025-09-07T06:38:50.7680480Z 2025-09-07T06:38:50.7680520Z Example: 2025-09-07T06:38:50.7680630Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_AUTOGRAD_PROFILER) 2025-09-07T06:38:50.7680710Z >>> x = torch.randn((1, 1), requires_grad=True) 2025-09-07T06:38:50.7680810Z >>> with torch.autograd.profiler.profile() as prof: 2025-09-07T06:38:50.7680860Z ... y = x**2 2025-09-07T06:38:50.7680960Z ... with torch.autograd.profiler.record_function( 2025-09-07T06:38:50.7681010Z ... "label-z" 2025-09-07T06:38:50.7681070Z ... ): # label the block 2025-09-07T06:38:50.7681120Z ... z = y**3 2025-09-07T06:38:50.7681170Z ... y.backward() 2025-09-07T06:38:50.7681230Z >>> # xdoctest: +IGNORE_WANT 2025-09-07T06:38:50.7681310Z >>> # NOTE: some columns were removed for brevity 2025-09-07T06:38:50.7681440Z >>> print(prof.key_averages().table(sort_by="self_cpu_time_total")) 2025-09-07T06:38:50.7681590Z ----------------------------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7681700Z Name Self CPU total % CPU time avg Number of Calls 2025-09-07T06:38:50.7681850Z ----------------------------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7681940Z pow 60.77% 47.470us 3 2025-09-07T06:38:50.7682020Z mul 21.73% 25.465us 2 2025-09-07T06:38:50.7682130Z PowBackward0 12.03% 121.891us 1 2025-09-07T06:38:50.7682260Z torch::autograd::AccumulateGrad 2.70% 6.324us 1 2025-09-07T06:38:50.7682350Z label-z 2.13% 12.421us 1 2025-09-07T06:38:50.7682470Z torch::autograd::GraphRoot 0.64% 1.503us 1 2025-09-07T06:38:50.7682590Z ----------------------------------- --------------- --------------- --------------- 2025-09-07T06:38:50.7682660Z Self CPU time total: 234.344us 2025-09-07T06:38:50.7682720Z CUDA time total: 0.000us 2025-09-07T06:38:50.7682760Z 2025-09-07T06:38:50.7682800Z 2025-09-07T06:38:50.7682950Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7682990Z 2025-09-07T06:38:50.7683040Z warnings.warn(msg) 2025-09-07T06:38:50.7683080Z 2025-09-07T06:38:50.7683180Z --- Parse Warning: 97 / 146 --- 2025-09-07T06:38:50.7683930Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assoc_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=245. 2025-09-07T06:38:50.7684080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7684200Z Return a new dict with new, potentially nested, key value pair 2025-09-07T06:38:50.7684240Z 2025-09-07T06:38:50.7684290Z >>> purchase = { 2025-09-07T06:38:50.7684340Z ... "name": "Alice", 2025-09-07T06:38:50.7684450Z ... "order": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-09-07T06:38:50.7684530Z ... "credit card": "5555-1234-1234-1234", 2025-09-07T06:38:50.7684570Z ... } 2025-09-07T06:38:50.7684720Z >>> assoc_in(purchase, ["order", "costs"], [0.25, 1.00]) # doctest: +SKIP 2025-09-07T06:38:50.7684780Z {'credit card': '5555-1234-1234-1234', 2025-09-07T06:38:50.7684830Z 'name': 'Alice', 2025-09-07T06:38:50.7684930Z 'order': {'costs': [0.25, 1.00], 'items': ['Apple', 'Orange']}} 2025-09-07T06:38:50.7684980Z 2025-09-07T06:38:50.7685120Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7685160Z 2025-09-07T06:38:50.7685210Z warnings.warn(msg) 2025-09-07T06:38:50.7685250Z 2025-09-07T06:38:50.7685350Z --- Parse Warning: 98 / 146 --- 2025-09-07T06:38:50.7686080Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=update_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=261. 2025-09-07T06:38:50.7686230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7686320Z Update value in a (potentially) nested dictionary 2025-09-07T06:38:50.7686370Z 2025-09-07T06:38:50.7686410Z inputs: 2025-09-07T06:38:50.7686480Z d - dictionary on which to operate 2025-09-07T06:38:50.7686630Z keys - list or tuple giving the location of the value to be changed in d 2025-09-07T06:38:50.7686710Z func - function to operate on that value 2025-09-07T06:38:50.7686740Z 2025-09-07T06:38:50.7686870Z If keys == [k0,..,kX] and d[k0]..[kX] == v, update_in returns a copy of the 2025-09-07T06:38:50.7687030Z original dictionary with v replaced by func(v), but does not mutate the 2025-09-07T06:38:50.7687080Z original dictionary. 2025-09-07T06:38:50.7687120Z 2025-09-07T06:38:50.7687250Z If k0 is not a key in d, update_in creates nested dictionaries to the depth 2025-09-07T06:38:50.7687380Z specified by the keys, with the innermost value set to func(default). 2025-09-07T06:38:50.7687420Z 2025-09-07T06:38:50.7687480Z >>> inc = lambda x: x + 1 2025-09-07T06:38:50.7687540Z >>> update_in({"a": 0}, ["a"], inc) 2025-09-07T06:38:50.7687580Z {'a': 1} 2025-09-07T06:38:50.7687620Z 2025-09-07T06:38:50.7687670Z >>> transaction = { 2025-09-07T06:38:50.7687720Z ... "name": "Alice", 2025-09-07T06:38:50.7687840Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-09-07T06:38:50.7687910Z ... "credit card": "5555-1234-1234-1234", 2025-09-07T06:38:50.7687950Z ... } 2025-09-07T06:38:50.7688080Z >>> update_in(transaction, ["purchase", "costs"], sum) # doctest: +SKIP 2025-09-07T06:38:50.7688150Z {'credit card': '5555-1234-1234-1234', 2025-09-07T06:38:50.7688200Z 'name': 'Alice', 2025-09-07T06:38:50.7688300Z 'purchase': {'costs': 1.75, 'items': ['Apple', 'Orange']}} 2025-09-07T06:38:50.7688340Z 2025-09-07T06:38:50.7688410Z >>> # updating a value when k0 is not in d 2025-09-07T06:38:50.7688490Z >>> update_in({}, [1, 2, 3], str, default="bar") 2025-09-07T06:38:50.7688550Z {1: {2: {3: 'bar'}}} 2025-09-07T06:38:50.7688620Z >>> update_in({1: "foo"}, [2, 3, 4], inc, 0) 2025-09-07T06:38:50.7688680Z {1: 'foo', 2: {3: {4: 1}}} 2025-09-07T06:38:50.7688720Z 2025-09-07T06:38:50.7688870Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7688910Z 2025-09-07T06:38:50.7688960Z warnings.warn(msg) 2025-09-07T06:38:50.7689000Z 2025-09-07T06:38:50.7689100Z --- Parse Warning: 99 / 146 --- 2025-09-07T06:38:50.7689820Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=get_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=320. 2025-09-07T06:38:50.7689990Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7690100Z Returns coll[i0][i1]...[iX] where [i0, i1, ..., iX]==keys. 2025-09-07T06:38:50.7690140Z 2025-09-07T06:38:50.7690250Z If coll[i0][i1]...[iX] cannot be found, returns ``default``, unless 2025-09-07T06:38:50.7690370Z ``no_default`` is specified, then it raises KeyError or IndexError. 2025-09-07T06:38:50.7690410Z 2025-09-07T06:38:50.7690530Z ``get_in`` is a generalization of ``operator.getitem`` for nested data 2025-09-07T06:38:50.7690610Z structures such as dictionaries and lists. 2025-09-07T06:38:50.7690650Z 2025-09-07T06:38:50.7690700Z >>> transaction = { 2025-09-07T06:38:50.7690760Z ... "name": "Alice", 2025-09-07T06:38:50.7690870Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-09-07T06:38:50.7690940Z ... "credit card": "5555-1234-1234-1234", 2025-09-07T06:38:50.7690980Z ... } 2025-09-07T06:38:50.7691070Z >>> get_in(["purchase", "items", 0], transaction) 2025-09-07T06:38:50.7691110Z 'Apple' 2025-09-07T06:38:50.7691170Z >>> get_in(["name"], transaction) 2025-09-07T06:38:50.7691240Z 'Alice' 2025-09-07T06:38:50.7691310Z >>> get_in(["purchase", "total"], transaction) 2025-09-07T06:38:50.7691400Z >>> get_in(["purchase", "items", "apple"], transaction) 2025-09-07T06:38:50.7691480Z >>> get_in(["purchase", "items", 10], transaction) 2025-09-07T06:38:50.7691560Z >>> get_in(["purchase", "total"], transaction, 0) 2025-09-07T06:38:50.7691620Z 0 2025-09-07T06:38:50.7691690Z >>> get_in(["y"], {}, no_default=True) 2025-09-07T06:38:50.7691750Z Traceback (most recent call last): 2025-09-07T06:38:50.7691790Z ... 2025-09-07T06:38:50.7691840Z KeyError: 'y' 2025-09-07T06:38:50.7691880Z 2025-09-07T06:38:50.7691920Z See Also: 2025-09-07T06:38:50.7691970Z itertoolz.get 2025-09-07T06:38:50.7692020Z operator.getitem 2025-09-07T06:38:50.7692060Z 2025-09-07T06:38:50.7692220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7692250Z 2025-09-07T06:38:50.7692310Z warnings.warn(msg) 2025-09-07T06:38:50.7692340Z 2025-09-07T06:38:50.7692450Z --- Parse Warning: 100 / 146 --- 2025-09-07T06:38:50.7693170Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=groupby in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=373. 2025-09-07T06:38:50.7693330Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7693390Z Group a collection by a key function 2025-09-07T06:38:50.7693430Z 2025-09-07T06:38:50.7693530Z >>> names = ["Alice", "Bob", "Charlie", "Dan", "Edith", "Frank"] 2025-09-07T06:38:50.7693600Z >>> groupby(len, names) # doctest: +SKIP 2025-09-07T06:38:50.7693730Z {3: ['Bob', 'Dan'], 5: ['Alice', 'Edith', 'Frank'], 7: ['Charlie']} 2025-09-07T06:38:50.7693770Z 2025-09-07T06:38:50.7693830Z >>> iseven = lambda x: x % 2 == 0 2025-09-07T06:38:50.7693940Z >>> groupby(iseven, [1, 2, 3, 4, 5, 6, 7, 8]) # doctest: +SKIP 2025-09-07T06:38:50.7694000Z {False: [1, 3, 5, 7], True: [2, 4, 6, 8]} 2025-09-07T06:38:50.7694040Z 2025-09-07T06:38:50.7694130Z Non-callable keys imply grouping on a member. 2025-09-07T06:38:50.7694170Z 2025-09-07T06:38:50.7694210Z >>> groupby( 2025-09-07T06:38:50.7694260Z ... "gender", 2025-09-07T06:38:50.7694300Z ... [ 2025-09-07T06:38:50.7694370Z ... {"name": "Alice", "gender": "F"}, 2025-09-07T06:38:50.7694470Z ... {"name": "Bob", "gender": "M"}, 2025-09-07T06:38:50.7694540Z ... {"name": "Charlie", "gender": "M"}, 2025-09-07T06:38:50.7694580Z ... ], 2025-09-07T06:38:50.7694640Z ... ) # doctest:+SKIP 2025-09-07T06:38:50.7694710Z {'F': [{'gender': 'F', 'name': 'Alice'}], 2025-09-07T06:38:50.7694770Z 'M': [{'gender': 'M', 'name': 'Bob'}, 2025-09-07T06:38:50.7694830Z {'gender': 'M', 'name': 'Charlie'}]} 2025-09-07T06:38:50.7694870Z 2025-09-07T06:38:50.7694960Z Not to be confused with ``itertools.groupby`` 2025-09-07T06:38:50.7695000Z 2025-09-07T06:38:50.7695040Z See Also: 2025-09-07T06:38:50.7695080Z countby 2025-09-07T06:38:50.7695120Z 2025-09-07T06:38:50.7695280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7695310Z 2025-09-07T06:38:50.7695360Z warnings.warn(msg) 2025-09-07T06:38:50.7695400Z 2025-09-07T06:38:50.7695500Z --- Parse Warning: 101 / 146 --- 2025-09-07T06:38:50.7696160Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SequentialLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=811. 2025-09-07T06:38:50.7696340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7696530Z Contains a list of schedulers expected to be called sequentially during the optimization process. 2025-09-07T06:38:50.7696570Z 2025-09-07T06:38:50.7696820Z Specifically, the schedulers will be called according to the milestone points, which should provide exact 2025-09-07T06:38:50.7696950Z intervals by which each scheduler should be called at a given epoch. 2025-09-07T06:38:50.7696990Z 2025-09-07T06:38:50.7697030Z Args: 2025-09-07T06:38:50.7697120Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:50.7697200Z schedulers (list): List of chained schedulers. 2025-09-07T06:38:50.7697330Z milestones (list): List of integers that reflects milestone points. 2025-09-07T06:38:50.7697440Z last_epoch (int): The index of last epoch. Default: -1. 2025-09-07T06:38:50.7697480Z 2025-09-07T06:38:50.7697520Z Example: 2025-09-07T06:38:50.7697580Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7697670Z >>> # Assuming optimizer uses lr = 0.05 for all groups 2025-09-07T06:38:50.7697730Z >>> # lr = 0.005 if epoch == 0 2025-09-07T06:38:50.7697790Z >>> # lr = 0.005 if epoch == 1 2025-09-07T06:38:50.7697860Z >>> # lr = 0.005 if epoch == 2 2025-09-07T06:38:50.7697900Z >>> # ... 2025-09-07T06:38:50.7697960Z >>> # lr = 0.05 if epoch == 20 2025-09-07T06:38:50.7698020Z >>> # lr = 0.045 if epoch == 21 2025-09-07T06:38:50.7698080Z >>> # lr = 0.0405 if epoch == 22 2025-09-07T06:38:50.7698210Z >>> scheduler1 = ConstantLR(optimizer, factor=0.1, total_iters=20) 2025-09-07T06:38:50.7698320Z >>> scheduler2 = ExponentialLR(optimizer, gamma=0.9) 2025-09-07T06:38:50.7698390Z >>> scheduler = SequentialLR( 2025-09-07T06:38:50.7698440Z ... optimizer, 2025-09-07T06:38:50.7698520Z ... schedulers=[scheduler1, scheduler2], 2025-09-07T06:38:50.7698570Z ... milestones=[20], 2025-09-07T06:38:50.7698610Z ... ) 2025-09-07T06:38:50.7698670Z >>> for epoch in range(100): 2025-09-07T06:38:50.7698720Z >>> train(...) 2025-09-07T06:38:50.7698770Z >>> validate(...) 2025-09-07T06:38:50.7698830Z >>> scheduler.step() 2025-09-07T06:38:50.7698870Z 2025-09-07T06:38:50.7698980Z .. image:: ../scripts/lr_scheduler_images/SequentialLR.png 2025-09-07T06:38:50.7699040Z 2025-09-07T06:38:50.7699190Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7699230Z 2025-09-07T06:38:50.7699280Z warnings.warn(msg) 2025-09-07T06:38:50.7699320Z 2025-09-07T06:38:50.7699420Z --- Parse Warning: 102 / 146 --- 2025-09-07T06:38:50.7700100Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ReduceLROnPlateau in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1236. 2025-09-07T06:38:50.7700250Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.7700360Z Reduce learning rate when a metric has stopped improving. 2025-09-07T06:38:50.7700400Z 2025-09-07T06:38:50.7700520Z Models often benefit from reducing the learning rate by a factor 2025-09-07T06:38:50.7700640Z of 2-10 once learning stagnates. This scheduler reads a metrics 2025-09-07T06:38:50.7700750Z quantity and if no improvement is seen for a 'patience' number 2025-09-07T06:38:50.7700830Z of epochs, the learning rate is reduced. 2025-09-07T06:38:50.7700870Z 2025-09-07T06:38:50.7700910Z Args: 2025-09-07T06:38:50.7701020Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:50.7701120Z mode (str): One of `min`, `max`. In `min` mode, lr will 2025-09-07T06:38:50.7701220Z be reduced when the quantity monitored has stopped 2025-09-07T06:38:50.7701320Z decreasing; in `max` mode it will be reduced when the 2025-09-07T06:38:50.7701480Z quantity monitored has stopped increasing. Default: 'min'. 2025-09-07T06:38:50.7701590Z factor (float): Factor by which the learning rate will be 2025-09-07T06:38:50.7701680Z reduced. new_lr = lr * factor. Default: 0.1. 2025-09-07T06:38:50.7701820Z patience (int): The number of allowed epochs with no improvement after 2025-09-07T06:38:50.7701890Z which the learning rate will be reduced. 2025-09-07T06:38:50.7702030Z For example, consider the case of having no patience (`patience = 0`). 2025-09-07T06:38:50.7702270Z In the first epoch, a baseline is established and is always considered good as there's no previous baseline. 2025-09-07T06:38:50.7702400Z In the second epoch, if the performance is worse than the baseline, 2025-09-07T06:38:50.7702490Z we have what is considered an intolerable epoch. 2025-09-07T06:38:50.7702650Z Since the count of intolerable epochs (1) is greater than the patience level (0), 2025-09-07T06:38:50.7702760Z the learning rate is reduced at the end of this epoch. 2025-09-07T06:38:50.7702950Z From the third epoch onwards, the learning rate continues to be reduced at the end of each epoch 2025-09-07T06:38:50.7703140Z if the performance is worse than the baseline. If the performance improves or remains the same, 2025-09-07T06:38:50.7703210Z the learning rate is not adjusted. 2025-09-07T06:38:50.7703260Z Default: 10. 2025-09-07T06:38:50.7703400Z threshold (float): Threshold for measuring the new optimum, 2025-09-07T06:38:50.7703500Z to only focus on significant changes. Default: 1e-4. 2025-09-07T06:38:50.7703610Z threshold_mode (str): One of `rel`, `abs`. In `rel` mode, 2025-09-07T06:38:50.7703710Z dynamic_threshold = best * ( 1 + threshold ) in 'max' 2025-09-07T06:38:50.7703800Z mode or best * ( 1 - threshold ) in `min` mode. 2025-09-07T06:38:50.7703900Z In `abs` mode, dynamic_threshold = best + threshold in 2025-09-07T06:38:50.7704010Z `max` mode or best - threshold in `min` mode. Default: 'rel'. 2025-09-07T06:38:50.7704110Z cooldown (int): Number of epochs to wait before resuming 2025-09-07T06:38:50.7704240Z normal operation after lr has been reduced. Default: 0. 2025-09-07T06:38:50.7704350Z min_lr (float or list): A scalar or a list of scalars. A 2025-09-07T06:38:50.7704440Z lower bound on the learning rate of all param groups 2025-09-07T06:38:50.7704530Z or each group respectively. Default: 0. 2025-09-07T06:38:50.7704640Z eps (float): Minimal decay applied to lr. If the difference 2025-09-07T06:38:50.7704750Z between new and old lr is smaller than eps, the update is 2025-09-07T06:38:50.7704810Z ignored. Default: 1e-8. 2025-09-07T06:38:50.7704850Z 2025-09-07T06:38:50.7704890Z Example: 2025-09-07T06:38:50.7704950Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7705080Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-09-07T06:38:50.7705180Z >>> scheduler = ReduceLROnPlateau(optimizer, "min") 2025-09-07T06:38:50.7705240Z >>> for epoch in range(10): 2025-09-07T06:38:50.7705290Z >>> train(...) 2025-09-07T06:38:50.7705350Z >>> val_loss = validate(...) 2025-09-07T06:38:50.7705450Z >>> # Note that step should be called after validate() 2025-09-07T06:38:50.7705510Z >>> scheduler.step(val_loss) 2025-09-07T06:38:50.7705580Z 2025-09-07T06:38:50.7705700Z .. image:: ../scripts/lr_scheduler_images/ReduceLROnPlateau.png 2025-09-07T06:38:50.7705740Z 2025-09-07T06:38:50.7705980Z Original Error: IndentationError('unexpected indent', ('', 8, 4, ' scheduler.step(val_loss)\n', 8, -1)) 2025-09-07T06:38:50.7706020Z 2025-09-07T06:38:50.7706100Z scheduler.step(val_loss) 2025-09-07T06:38:50.7706140Z ^ 2025-09-07T06:38:50.7706190Z warnings.warn(msg) 2025-09-07T06:38:50.7706230Z 2025-09-07T06:38:50.7706330Z --- Parse Warning: 103 / 146 --- 2025-09-07T06:38:50.7706980Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CyclicLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1433. 2025-09-07T06:38:50.7707140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7707330Z Sets the learning rate of each parameter group according to cyclical learning rate policy (CLR). 2025-09-07T06:38:50.7707370Z 2025-09-07T06:38:50.7707540Z The policy cycles the learning rate between two boundaries with a constant frequency, 2025-09-07T06:38:50.7707700Z as detailed in the paper `Cyclical Learning Rates for Training Neural Networks`_. 2025-09-07T06:38:50.7707840Z The distance between the two boundaries can be scaled on a per-iteration 2025-09-07T06:38:50.7707890Z or per-cycle basis. 2025-09-07T06:38:50.7707930Z 2025-09-07T06:38:50.7708080Z Cyclical learning rate policy changes the learning rate after every batch. 2025-09-07T06:38:50.7708190Z `step` should be called after a batch has been used for training. 2025-09-07T06:38:50.7708230Z 2025-09-07T06:38:50.7708400Z This class has three built-in policies, as put forth in the paper: 2025-09-07T06:38:50.7708450Z 2025-09-07T06:38:50.7708570Z * "triangular": A basic triangular cycle without amplitude scaling. 2025-09-07T06:38:50.7708750Z * "triangular2": A basic triangular cycle that scales initial amplitude by half each cycle. 2025-09-07T06:38:50.7708950Z * "exp_range": A cycle that scales initial amplitude by :math:`\text{gamma}^{\text{cycle iterations}}` 2025-09-07T06:38:50.7709010Z at each cycle iteration. 2025-09-07T06:38:50.7709050Z 2025-09-07T06:38:50.7709190Z This implementation was adapted from the github repo: `bckenstler/CLR`_ 2025-09-07T06:38:50.7709230Z 2025-09-07T06:38:50.7709290Z Args: 2025-09-07T06:38:50.7709370Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:50.7709480Z base_lr (float or list): Initial learning rate which is the 2025-09-07T06:38:50.7709590Z lower boundary in the cycle for each parameter group. 2025-09-07T06:38:50.7709710Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-09-07T06:38:50.7709790Z for each parameter group. Functionally, 2025-09-07T06:38:50.7709890Z it defines the cycle amplitude (max_lr - base_lr). 2025-09-07T06:38:50.7709970Z The lr at any cycle is the sum of base_lr 2025-09-07T06:38:50.7710050Z and some scaling of the amplitude; therefore 2025-09-07T06:38:50.7710140Z max_lr may not actually be reached depending on 2025-09-07T06:38:50.7710200Z scaling function. 2025-09-07T06:38:50.7710300Z step_size_up (int): Number of training iterations in the 2025-09-07T06:38:50.7710380Z increasing half of a cycle. Default: 2000 2025-09-07T06:38:50.7710490Z step_size_down (int): Number of training iterations in the 2025-09-07T06:38:50.7710590Z decreasing half of a cycle. If step_size_down is None, 2025-09-07T06:38:50.7710670Z it is set to step_size_up. Default: None 2025-09-07T06:38:50.7710790Z mode (str): One of {triangular, triangular2, exp_range}. 2025-09-07T06:38:50.7710880Z Values correspond to policies detailed above. 2025-09-07T06:38:50.7710970Z If scale_fn is not None, this argument is ignored. 2025-09-07T06:38:50.7711030Z Default: 'triangular' 2025-09-07T06:38:50.7711150Z gamma (float): Constant in 'exp_range' scaling function: 2025-09-07T06:38:50.7711210Z gamma**(cycle iterations) 2025-09-07T06:38:50.7711260Z Default: 1.0 2025-09-07T06:38:50.7711380Z scale_fn (function): Custom scaling policy defined by a single 2025-09-07T06:38:50.7711450Z argument lambda function, where 2025-09-07T06:38:50.7711520Z 0 <= scale_fn(x) <= 1 for all x >= 0. 2025-09-07T06:38:50.7711600Z If specified, then 'mode' is ignored. 2025-09-07T06:38:50.7711650Z Default: None 2025-09-07T06:38:50.7711730Z scale_mode (str): {'cycle', 'iterations'}. 2025-09-07T06:38:50.7711800Z Defines whether scale_fn is evaluated on 2025-09-07T06:38:50.7711880Z cycle number or cycle iterations (training 2025-09-07T06:38:50.7711950Z iterations since start of cycle). 2025-09-07T06:38:50.7712010Z Default: 'cycle' 2025-09-07T06:38:50.7712130Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-09-07T06:38:50.7712240Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-09-07T06:38:50.7712290Z Default: True 2025-09-07T06:38:50.7712430Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-09-07T06:38:50.7712550Z for each parameter group. Note that momentum is cycled inversely 2025-09-07T06:38:50.7712710Z to learning rate; at the peak of a cycle, momentum is 2025-09-07T06:38:50.7712800Z 'base_momentum' and learning rate is 'max_lr'. 2025-09-07T06:38:50.7712850Z Default: 0.8 2025-09-07T06:38:50.7712980Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-09-07T06:38:50.7713060Z for each parameter group. Functionally, 2025-09-07T06:38:50.7713180Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-09-07T06:38:50.7713290Z The momentum at any cycle is the difference of max_momentum 2025-09-07T06:38:50.7713370Z and some scaling of the amplitude; therefore 2025-09-07T06:38:50.7713480Z base_momentum may not actually be reached depending on 2025-09-07T06:38:50.7713620Z scaling function. Note that momentum is cycled inversely 2025-09-07T06:38:50.7713750Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-09-07T06:38:50.7713810Z and learning rate is 'base_lr' 2025-09-07T06:38:50.7713870Z Default: 0.9 2025-09-07T06:38:50.7714000Z last_epoch (int): The index of the last batch. This parameter is used when 2025-09-07T06:38:50.7714130Z resuming a training job. Since `step()` should be invoked after each 2025-09-07T06:38:50.7714260Z batch instead of after each epoch, this number represents the total 2025-09-07T06:38:50.7714390Z number of *batches* computed, not the total number of epochs computed. 2025-09-07T06:38:50.7714510Z When last_epoch=-1, the schedule is started from the beginning. 2025-09-07T06:38:50.7714560Z Default: -1 2025-09-07T06:38:50.7714610Z 2025-09-07T06:38:50.7714650Z Example: 2025-09-07T06:38:50.7714700Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7714840Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-09-07T06:38:50.7714940Z >>> scheduler = torch.optim.lr_scheduler.CyclicLR( 2025-09-07T06:38:50.7715000Z ... optimizer, 2025-09-07T06:38:50.7715060Z ... base_lr=0.01, 2025-09-07T06:38:50.7715110Z ... max_lr=0.1, 2025-09-07T06:38:50.7715160Z ... step_size_up=10, 2025-09-07T06:38:50.7715200Z ... ) 2025-09-07T06:38:50.7715290Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-09-07T06:38:50.7715380Z >>> for epoch in range(10): 2025-09-07T06:38:50.7715440Z >>> for batch in data_loader: 2025-09-07T06:38:50.7715500Z >>> train_batch(...) 2025-09-07T06:38:50.7715560Z >>> scheduler.step() 2025-09-07T06:38:50.7715600Z 2025-09-07T06:38:50.7715690Z .. image:: ../scripts/lr_scheduler_images/CyclicLR.png 2025-09-07T06:38:50.7715730Z 2025-09-07T06:38:50.7715920Z .. _Cyclical Learning Rates for Training Neural Networks: https://arxiv.org/abs/1506.01186 2025-09-07T06:38:50.7716020Z .. _bckenstler/CLR: https://github.com/bckenstler/CLR 2025-09-07T06:38:50.7716060Z 2025-09-07T06:38:50.7716210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7716250Z 2025-09-07T06:38:50.7716300Z warnings.warn(msg) 2025-09-07T06:38:50.7716340Z 2025-09-07T06:38:50.7716440Z --- Parse Warning: 104 / 146 --- 2025-09-07T06:38:50.7717150Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CosineAnnealingWarmRestarts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1725. 2025-09-07T06:38:50.7717310Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7717460Z Set the learning rate of each parameter group using a cosine annealing schedule. 2025-09-07T06:38:50.7717520Z 2025-09-07T06:38:50.7717640Z The :math:`\eta_{max}` is set to the initial lr, :math:`T_{cur}` 2025-09-07T06:38:50.7717780Z is the number of epochs since the last restart and :math:`T_{i}` is the number 2025-09-07T06:38:50.7717870Z of epochs between two warm restarts in SGDR: 2025-09-07T06:38:50.7717900Z 2025-09-07T06:38:50.7717950Z .. math:: 2025-09-07T06:38:50.7718060Z \eta_t = \eta_{min} + \frac{1}{2}(\eta_{max} - \eta_{min})\left(1 + 2025-09-07T06:38:50.7718150Z \cos\left(\frac{T_{cur}}{T_{i}}\pi\right)\right) 2025-09-07T06:38:50.7718190Z 2025-09-07T06:38:50.7718290Z When :math:`T_{cur}=T_{i}`, set :math:`\eta_t = \eta_{min}`. 2025-09-07T06:38:50.7718430Z When :math:`T_{cur}=0` after restart, set :math:`\eta_t=\eta_{max}`. 2025-09-07T06:38:50.7718470Z 2025-09-07T06:38:50.7718530Z It has been proposed in 2025-09-07T06:38:50.7718630Z `SGDR: Stochastic Gradient Descent with Warm Restarts`_. 2025-09-07T06:38:50.7718670Z 2025-09-07T06:38:50.7718710Z Args: 2025-09-07T06:38:50.7718800Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:50.7718890Z T_0 (int): Number of iterations until the first restart. 2025-09-07T06:38:50.7719070Z T_mult (int, optional): A factor by which :math:`T_{i}` increases after a restart. Default: 1. 2025-09-07T06:38:50.7719190Z eta_min (float, optional): Minimum learning rate. Default: 0. 2025-09-07T06:38:50.7719320Z last_epoch (int, optional): The index of the last epoch. Default: -1. 2025-09-07T06:38:50.7719360Z 2025-09-07T06:38:50.7719460Z .. _SGDR\: Stochastic Gradient Descent with Warm Restarts: 2025-09-07T06:38:50.7719530Z https://arxiv.org/abs/1608.03983 2025-09-07T06:38:50.7719570Z 2025-09-07T06:38:50.7719610Z Example: 2025-09-07T06:38:50.7719670Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7719780Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.05) 2025-09-07T06:38:50.7719920Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingWarmRestarts( 2025-09-07T06:38:50.7720030Z ... optimizer, T_0=20 2025-09-07T06:38:50.7720070Z ... ) 2025-09-07T06:38:50.7720130Z >>> for epoch in range(100): 2025-09-07T06:38:50.7720180Z >>> train(...) 2025-09-07T06:38:50.7720230Z >>> validate(...) 2025-09-07T06:38:50.7720310Z >>> scheduler.step() 2025-09-07T06:38:50.7720350Z 2025-09-07T06:38:50.7720490Z .. image:: ../scripts/lr_scheduler_images/CosineAnnealingWarmRestarts.png 2025-09-07T06:38:50.7720530Z 2025-09-07T06:38:50.7720680Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7720720Z 2025-09-07T06:38:50.7720770Z warnings.warn(msg) 2025-09-07T06:38:50.7720810Z 2025-09-07T06:38:50.7720910Z --- Parse Warning: 105 / 146 --- 2025-09-07T06:38:50.7721570Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=OneCycleLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1875. 2025-09-07T06:38:50.7724320Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7724520Z Sets the learning rate of each parameter group according to the 1cycle learning rate policy. 2025-09-07T06:38:50.7724560Z 2025-09-07T06:38:50.7724730Z The 1cycle policy anneals the learning rate from an initial learning rate to some maximum 2025-09-07T06:38:50.7724910Z learning rate and then from that maximum learning rate to some minimum learning rate much 2025-09-07T06:38:50.7724980Z lower than the initial learning rate. 2025-09-07T06:38:50.7725120Z This policy was initially described in the paper `Super-Convergence: 2025-09-07T06:38:50.7725330Z Very Fast Training of Neural Networks Using Large Learning Rates`_. 2025-09-07T06:38:50.7725370Z 2025-09-07T06:38:50.7725520Z The 1cycle learning rate policy changes the learning rate after every batch. 2025-09-07T06:38:50.7725640Z `step` should be called after a batch has been used for training. 2025-09-07T06:38:50.7725680Z 2025-09-07T06:38:50.7725740Z This scheduler is not chainable. 2025-09-07T06:38:50.7725780Z 2025-09-07T06:38:50.7725920Z Note also that the total number of steps in the cycle can be determined in one 2025-09-07T06:38:50.7726010Z of two ways (listed in order of precedence): 2025-09-07T06:38:50.7726050Z 2025-09-07T06:38:50.7726130Z #. A value for total_steps is explicitly provided. 2025-09-07T06:38:50.7726270Z #. A number of epochs (epochs) and a number of steps per epoch 2025-09-07T06:38:50.7726340Z (steps_per_epoch) are provided. 2025-09-07T06:38:50.7726440Z In this case, the number of total steps is inferred by 2025-09-07T06:38:50.7726510Z total_steps = epochs * steps_per_epoch 2025-09-07T06:38:50.7726550Z 2025-09-07T06:38:50.7726700Z You must either provide a value for total_steps or provide a value for both 2025-09-07T06:38:50.7726760Z epochs and steps_per_epoch. 2025-09-07T06:38:50.7726800Z 2025-09-07T06:38:50.7726980Z The default behaviour of this scheduler follows the fastai implementation of 1cycle, which 2025-09-07T06:38:50.7727160Z claims that "unpublished work has shown even better results by using only two phases". To 2025-09-07T06:38:50.7727310Z mimic the behaviour of the original paper instead, set ``three_phase=True``. 2025-09-07T06:38:50.7727350Z 2025-09-07T06:38:50.7727390Z Args: 2025-09-07T06:38:50.7727480Z optimizer (Optimizer): Wrapped optimizer. 2025-09-07T06:38:50.7727600Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-09-07T06:38:50.7727660Z for each parameter group. 2025-09-07T06:38:50.7727820Z total_steps (int): The total number of steps in the cycle. Note that 2025-09-07T06:38:50.7727950Z if a value is not provided here, then it must be inferred by providing 2025-09-07T06:38:50.7728030Z a value for epochs and steps_per_epoch. 2025-09-07T06:38:50.7728080Z Default: None 2025-09-07T06:38:50.7728220Z epochs (int): The number of epochs to train for. This is used along 2025-09-07T06:38:50.7728380Z with steps_per_epoch in order to infer the total number of steps in the cycle 2025-09-07T06:38:50.7728460Z if a value for total_steps is not provided. 2025-09-07T06:38:50.7728510Z Default: None 2025-09-07T06:38:50.7728650Z steps_per_epoch (int): The number of steps per epoch to train for. This is 2025-09-07T06:38:50.7728790Z used along with epochs in order to infer the total number of steps in the 2025-09-07T06:38:50.7728890Z cycle if a value for total_steps is not provided. 2025-09-07T06:38:50.7728940Z Default: None 2025-09-07T06:38:50.7729080Z pct_start (float): The percentage of the cycle (in number of steps) spent 2025-09-07T06:38:50.7729140Z increasing the learning rate. 2025-09-07T06:38:50.7729190Z Default: 0.3 2025-09-07T06:38:50.7729270Z anneal_strategy (str): {'cos', 'linear'} 2025-09-07T06:38:50.7729420Z Specifies the annealing strategy: "cos" for cosine annealing, "linear" for 2025-09-07T06:38:50.7729470Z linear annealing. 2025-09-07T06:38:50.7729520Z Default: 'cos' 2025-09-07T06:38:50.7729650Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-09-07T06:38:50.7729760Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-09-07T06:38:50.7729810Z Default: True 2025-09-07T06:38:50.7729960Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-09-07T06:38:50.7730080Z for each parameter group. Note that momentum is cycled inversely 2025-09-07T06:38:50.7730180Z to learning rate; at the peak of a cycle, momentum is 2025-09-07T06:38:50.7730270Z 'base_momentum' and learning rate is 'max_lr'. 2025-09-07T06:38:50.7730320Z Default: 0.85 2025-09-07T06:38:50.7730450Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-09-07T06:38:50.7730530Z for each parameter group. Functionally, 2025-09-07T06:38:50.7730650Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-09-07T06:38:50.7730750Z Note that momentum is cycled inversely 2025-09-07T06:38:50.7730870Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-09-07T06:38:50.7730940Z and learning rate is 'base_lr' 2025-09-07T06:38:50.7730990Z Default: 0.95 2025-09-07T06:38:50.7731100Z div_factor (float): Determines the initial learning rate via 2025-09-07T06:38:50.7731170Z initial_lr = max_lr/div_factor 2025-09-07T06:38:50.7731220Z Default: 25 2025-09-07T06:38:50.7731340Z final_div_factor (float): Determines the minimum learning rate via 2025-09-07T06:38:50.7731420Z min_lr = initial_lr/final_div_factor 2025-09-07T06:38:50.7731470Z Default: 1e4 2025-09-07T06:38:50.7731620Z three_phase (bool): If ``True``, use a third phase of the schedule to annihilate the 2025-09-07T06:38:50.7731770Z learning rate according to 'final_div_factor' instead of modifying the second 2025-09-07T06:38:50.7731920Z phase (the first two phases will be symmetrical about the step indicated by 2025-09-07T06:38:50.7731970Z 'pct_start'). 2025-09-07T06:38:50.7732110Z last_epoch (int): The index of the last batch. This parameter is used when 2025-09-07T06:38:50.7732260Z resuming a training job. Since `step()` should be invoked after each 2025-09-07T06:38:50.7732390Z batch instead of after each epoch, this number represents the total 2025-09-07T06:38:50.7732520Z number of *batches* computed, not the total number of epochs computed. 2025-09-07T06:38:50.7732660Z When last_epoch=-1, the schedule is started from the beginning. 2025-09-07T06:38:50.7732710Z Default: -1 2025-09-07T06:38:50.7732750Z 2025-09-07T06:38:50.7732800Z Example: 2025-09-07T06:38:50.7732850Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7732950Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-09-07T06:38:50.7733090Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=1e-4, momentum=0.9) 2025-09-07T06:38:50.7733190Z >>> scheduler = torch.optim.lr_scheduler.OneCycleLR( 2025-09-07T06:38:50.7733320Z ... optimizer, max_lr=0.01, steps_per_epoch=len(data_loader), epochs=10 2025-09-07T06:38:50.7733360Z ... ) 2025-09-07T06:38:50.7733420Z >>> for epoch in range(10): 2025-09-07T06:38:50.7733490Z >>> for batch in data_loader: 2025-09-07T06:38:50.7733540Z >>> train_batch(...) 2025-09-07T06:38:50.7733600Z >>> optimizer.step() 2025-09-07T06:38:50.7733660Z >>> scheduler.step() 2025-09-07T06:38:50.7733700Z 2025-09-07T06:38:50.7733800Z .. image:: ../scripts/lr_scheduler_images/OneCycleLR.png 2025-09-07T06:38:50.7733840Z 2025-09-07T06:38:50.7734010Z .. _Super-Convergence\: Very Fast Training of Neural Networks Using Large Learning Rates: 2025-09-07T06:38:50.7734090Z https://arxiv.org/abs/1708.07120 2025-09-07T06:38:50.7734120Z 2025-09-07T06:38:50.7734300Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7734350Z 2025-09-07T06:38:50.7734400Z warnings.warn(msg) 2025-09-07T06:38:50.7734440Z 2025-09-07T06:38:50.7734550Z --- Parse Warning: 106 / 146 --- 2025-09-07T06:38:50.7735210Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=AveragedModel in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/swa_utils.py line=120. 2025-09-07T06:38:50.7735370Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7735580Z Implements averaged model for Stochastic Weight Averaging (SWA) and Exponential Moving Average (EMA). 2025-09-07T06:38:50.7735650Z 2025-09-07T06:38:50.7735800Z Stochastic Weight Averaging was proposed in `Averaging Weights Leads to 2025-09-07T06:38:50.7735930Z Wider Optima and Better Generalization`_ by Pavel Izmailov, Dmitrii 2025-09-07T06:38:50.7736070Z Podoprikhin, Timur Garipov, Dmitry Vetrov and Andrew Gordon Wilson 2025-09-07T06:38:50.7736110Z (UAI 2018). 2025-09-07T06:38:50.7736150Z 2025-09-07T06:38:50.7736280Z Exponential Moving Average is a variation of `Polyak averaging`_, 2025-09-07T06:38:50.7736420Z but using exponential weights instead of equal weights across iterations. 2025-09-07T06:38:50.7736460Z 2025-09-07T06:38:50.7736610Z AveragedModel class creates a copy of the provided module :attr:`model` 2025-09-07T06:38:50.7736740Z on the device :attr:`device` and allows to compute running averages of the 2025-09-07T06:38:50.7736800Z parameters of the :attr:`model`. 2025-09-07T06:38:50.7736840Z 2025-09-07T06:38:50.7736880Z Args: 2025-09-07T06:38:50.7736980Z model (torch.nn.Module): model to use with SWA/EMA 2025-09-07T06:38:50.7737120Z device (torch.device, optional): if provided, the averaged model will be 2025-09-07T06:38:50.7737180Z stored on the :attr:`device` 2025-09-07T06:38:50.7737330Z avg_fn (function, optional): the averaging function used to update 2025-09-07T06:38:50.7737450Z parameters; the function must take in the current value of the 2025-09-07T06:38:50.7737580Z :class:`AveragedModel` parameter, the current value of :attr:`model` 2025-09-07T06:38:50.7737730Z parameter, and the number of models already averaged; if None, 2025-09-07T06:38:50.7737830Z an equally weighted average is used (default: None) 2025-09-07T06:38:50.7737970Z multi_avg_fn (function, optional): the averaging function used to update 2025-09-07T06:38:50.7738110Z parameters inplace; the function must take in the current values of the 2025-09-07T06:38:50.7738270Z :class:`AveragedModel` parameters as a list, the current values of :attr:`model` 2025-09-07T06:38:50.7738410Z parameters as a list, and the number of models already averaged; if None, 2025-09-07T06:38:50.7738510Z an equally weighted average is used (default: None) 2025-09-07T06:38:50.7738640Z use_buffers (bool): if ``True``, it will compute running averages for 2025-09-07T06:38:50.7738770Z both the parameters and the buffers of the model. (default: ``False``) 2025-09-07T06:38:50.7738810Z 2025-09-07T06:38:50.7738850Z Example: 2025-09-07T06:38:50.7738930Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7739010Z >>> loader, optimizer, model, loss_fn = ... 2025-09-07T06:38:50.7739120Z >>> swa_model = torch.optim.swa_utils.AveragedModel(model) 2025-09-07T06:38:50.7739250Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingLR(optimizer, 2025-09-07T06:38:50.7739320Z >>> T_max=300) 2025-09-07T06:38:50.7739370Z >>> swa_start = 160 2025-09-07T06:38:50.7739490Z >>> swa_scheduler = SWALR(optimizer, swa_lr=0.05) 2025-09-07T06:38:50.7739540Z >>> for i in range(300): 2025-09-07T06:38:50.7739610Z >>> for input, target in loader: 2025-09-07T06:38:50.7739680Z >>> optimizer.zero_grad() 2025-09-07T06:38:50.7739770Z >>> loss_fn(model(input), target).backward() 2025-09-07T06:38:50.7739820Z >>> optimizer.step() 2025-09-07T06:38:50.7739880Z >>> if i > swa_start: 2025-09-07T06:38:50.7739960Z >>> swa_model.update_parameters(model) 2025-09-07T06:38:50.7740030Z >>> swa_scheduler.step() 2025-09-07T06:38:50.7740070Z >>> else: 2025-09-07T06:38:50.7740150Z >>> scheduler.step() 2025-09-07T06:38:50.7740190Z >>> 2025-09-07T06:38:50.7740290Z >>> # Update bn statistics for the swa_model at the end 2025-09-07T06:38:50.7740390Z >>> torch.optim.swa_utils.update_bn(loader, swa_model) 2025-09-07T06:38:50.7740430Z 2025-09-07T06:38:50.7740610Z You can also use custom averaging functions with the `avg_fn` or `multi_avg_fn` parameters. 2025-09-07T06:38:50.7740730Z If no averaging function is provided, the default is to compute 2025-09-07T06:38:50.7740820Z equally-weighted average of the weights (SWA). 2025-09-07T06:38:50.7740860Z 2025-09-07T06:38:50.7740900Z Example: 2025-09-07T06:38:50.7740980Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7741110Z >>> # Compute exponential moving averages of the weights and buffers 2025-09-07T06:38:50.7741220Z >>> ema_model = torch.optim.swa_utils.AveragedModel(model, 2025-09-07T06:38:50.7741350Z >>> torch.optim.swa_utils.get_ema_multi_avg_fn(0.9), use_buffers=True) 2025-09-07T06:38:50.7741390Z 2025-09-07T06:38:50.7741430Z .. note:: 2025-09-07T06:38:50.7741570Z When using SWA/EMA with models containing Batch Normalization you may 2025-09-07T06:38:50.7741690Z need to update the activation statistics for Batch Normalization. 2025-09-07T06:38:50.7741870Z This can be done either by using the :meth:`torch.optim.swa_utils.update_bn` 2025-09-07T06:38:50.7742000Z or by setting :attr:`use_buffers` to `True`. The first approach updates the 2025-09-07T06:38:50.7742170Z statistics in a post-training step by passing data through the model. The 2025-09-07T06:38:50.7742310Z second does it during the parameter update phase by averaging all buffers. 2025-09-07T06:38:50.7742460Z Empirical evidence has shown that updating the statistics in normalization 2025-09-07T06:38:50.7742590Z layers increases accuracy, but you may wish to empirically test which 2025-09-07T06:38:50.7742690Z approach yields the best results in your problem. 2025-09-07T06:38:50.7742730Z 2025-09-07T06:38:50.7742780Z .. note:: 2025-09-07T06:38:50.7742940Z :attr:`avg_fn` and `multi_avg_fn` are not saved in the :meth:`state_dict` of the model. 2025-09-07T06:38:50.7742980Z 2025-09-07T06:38:50.7743030Z .. note:: 2025-09-07T06:38:50.7743150Z When :meth:`update_parameters` is called for the first time (i.e. 2025-09-07T06:38:50.7743260Z :attr:`n_averaged` is `0`) the parameters of `model` are copied 2025-09-07T06:38:50.7743390Z to the parameters of :class:`AveragedModel`. For every subsequent 2025-09-07T06:38:50.7743500Z call of :meth:`update_parameters` the function `avg_fn` is used 2025-09-07T06:38:50.7743570Z to update the parameters. 2025-09-07T06:38:50.7743610Z 2025-09-07T06:38:50.7743740Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-09-07T06:38:50.7743810Z https://arxiv.org/abs/1803.05407 2025-09-07T06:38:50.7743960Z .. _There Are Many Consistent Explanations of Unlabeled Data: Why You Should 2025-09-07T06:38:50.7744050Z Average: 2025-09-07T06:38:50.7744120Z https://arxiv.org/abs/1806.05594 2025-09-07T06:38:50.7744240Z .. _SWALP: Stochastic Weight Averaging in Low-Precision Training: 2025-09-07T06:38:50.7744310Z https://arxiv.org/abs/1904.11943 2025-09-07T06:38:50.7744440Z .. _Stochastic Weight Averaging in Parallel: Large-Batch Training That 2025-09-07T06:38:50.7744500Z Generalizes Well: 2025-09-07T06:38:50.7744560Z https://arxiv.org/abs/2001.02312 2025-09-07T06:38:50.7744620Z .. _Polyak averaging: 2025-09-07T06:38:50.7744720Z https://paperswithcode.com/method/polyak-averaging 2025-09-07T06:38:50.7744760Z 2025-09-07T06:38:50.7744930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7744970Z 2025-09-07T06:38:50.7745030Z warnings.warn(msg) 2025-09-07T06:38:50.7745070Z 2025-09-07T06:38:50.7745170Z --- Parse Warning: 107 / 146 --- 2025-09-07T06:38:50.7745800Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SWALR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/swa_utils.py line=375. 2025-09-07T06:38:50.7745960Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7746090Z Anneals the learning rate in each parameter group to a fixed value. 2025-09-07T06:38:50.7746130Z 2025-09-07T06:38:50.7746270Z This learning rate scheduler is meant to be used with Stochastic Weight 2025-09-07T06:38:50.7746400Z Averaging (SWA) method (see `torch.optim.swa_utils.AveragedModel`). 2025-09-07T06:38:50.7746440Z 2025-09-07T06:38:50.7746480Z Args: 2025-09-07T06:38:50.7746590Z optimizer (torch.optim.Optimizer): wrapped optimizer 2025-09-07T06:38:50.7746710Z swa_lrs (float or list): the learning rate value for all param groups 2025-09-07T06:38:50.7746790Z together or separately for each group. 2025-09-07T06:38:50.7746940Z annealing_epochs (int): number of epochs in the annealing phase 2025-09-07T06:38:50.7747000Z (default: 10) 2025-09-07T06:38:50.7747120Z annealing_strategy (str): "cos" or "linear"; specifies the annealing 2025-09-07T06:38:50.7747270Z strategy: "cos" for cosine annealing, "linear" for linear annealing 2025-09-07T06:38:50.7747320Z (default: "cos") 2025-09-07T06:38:50.7747440Z last_epoch (int): the index of the last epoch (default: -1) 2025-09-07T06:38:50.7747480Z 2025-09-07T06:38:50.7747590Z The :class:`SWALR` scheduler can be used together with other 2025-09-07T06:38:50.7747720Z schedulers to switch to a constant learning rate late in the training 2025-09-07T06:38:50.7747770Z as in the example below. 2025-09-07T06:38:50.7747820Z 2025-09-07T06:38:50.7747860Z Example: 2025-09-07T06:38:50.7747940Z >>> # xdoctest: +SKIP("Undefined variables") 2025-09-07T06:38:50.7748010Z >>> loader, optimizer, model = ... 2025-09-07T06:38:50.7748070Z >>> lr_lambda = lambda epoch: 0.9 2025-09-07T06:38:50.7748210Z >>> scheduler = torch.optim.lr_scheduler.MultiplicativeLR(optimizer, 2025-09-07T06:38:50.7748270Z >>> lr_lambda=lr_lambda) 2025-09-07T06:38:50.7748380Z >>> swa_scheduler = torch.optim.swa_utils.SWALR(optimizer, 2025-09-07T06:38:50.7748480Z >>> anneal_strategy="linear", anneal_epochs=20, swa_lr=0.05) 2025-09-07T06:38:50.7748540Z >>> swa_start = 160 2025-09-07T06:38:50.7748590Z >>> for i in range(300): 2025-09-07T06:38:50.7748670Z >>> for input, target in loader: 2025-09-07T06:38:50.7748730Z >>> optimizer.zero_grad() 2025-09-07T06:38:50.7748840Z >>> loss_fn(model(input), target).backward() 2025-09-07T06:38:50.7748900Z >>> optimizer.step() 2025-09-07T06:38:50.7748950Z >>> if i > swa_start: 2025-09-07T06:38:50.7749010Z >>> swa_scheduler.step() 2025-09-07T06:38:50.7749060Z >>> else: 2025-09-07T06:38:50.7749120Z >>> scheduler.step() 2025-09-07T06:38:50.7749160Z 2025-09-07T06:38:50.7749300Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-09-07T06:38:50.7749360Z https://arxiv.org/abs/1803.05407 2025-09-07T06:38:50.7749400Z 2025-09-07T06:38:50.7749550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7749590Z 2025-09-07T06:38:50.7749660Z warnings.warn(msg) 2025-09-07T06:38:50.7749700Z 2025-09-07T06:38:50.7749800Z --- Parse Warning: 108 / 146 --- 2025-09-07T06:38:50.7750480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Optimizer.load_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/optim/optimizer.py line=868. 2025-09-07T06:38:50.7750640Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7750690Z Load the optimizer state. 2025-09-07T06:38:50.7750730Z 2025-09-07T06:38:50.7750770Z Args: 2025-09-07T06:38:50.7750890Z state_dict (dict): optimizer state. Should be an object returned 2025-09-07T06:38:50.7750970Z from a call to :meth:`state_dict`. 2025-09-07T06:38:50.7751010Z 2025-09-07T06:38:50.7751050Z .. warning:: 2025-09-07T06:38:50.7751260Z Make sure this method is called after initializing :class:`torch.optim.lr_scheduler.LRScheduler`, 2025-09-07T06:38:50.7751390Z as calling it beforehand will overwrite the loaded learning rates. 2025-09-07T06:38:50.7751430Z 2025-09-07T06:38:50.7751470Z .. note:: 2025-09-07T06:38:50.7751680Z The names of the parameters (if they exist under the "param_names" key of each param group 2025-09-07T06:38:50.7751790Z in :meth:`state_dict`) will not affect the loading process. 2025-09-07T06:38:50.7751980Z To use the parameters' names for custom cases (such as when the parameters in the loaded state dict 2025-09-07T06:38:50.7752090Z differ from those initialized in the optimizer), 2025-09-07T06:38:50.7752280Z a custom ``register_load_state_dict_pre_hook`` should be implemented to adapt the loaded dict 2025-09-07T06:38:50.7752340Z accordingly. 2025-09-07T06:38:50.7752520Z If ``param_names`` exist in loaded state dict ``param_groups`` they will be saved and override 2025-09-07T06:38:50.7752710Z the current names, if present, in the optimizer state. If they do not exist in loaded state dict, 2025-09-07T06:38:50.7752810Z the optimizer ``param_names`` will remain unchanged. 2025-09-07T06:38:50.7752850Z 2025-09-07T06:38:50.7752890Z Example: 2025-09-07T06:38:50.7752950Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7753020Z >>> model = torch.nn.Linear(10, 10) 2025-09-07T06:38:50.7753120Z >>> optim = torch.optim.SGD(model.parameters(), lr=3e-4) 2025-09-07T06:38:50.7753230Z >>> scheduler1 = torch.optim.lr_scheduler.LinearLR( 2025-09-07T06:38:50.7753270Z ... optim, 2025-09-07T06:38:50.7753330Z ... start_factor=0.1, 2025-09-07T06:38:50.7753390Z ... end_factor=1, 2025-09-07T06:38:50.7753440Z ... total_iters=20, 2025-09-07T06:38:50.7753480Z ... ) 2025-09-07T06:38:50.7753600Z >>> scheduler2 = torch.optim.lr_scheduler.CosineAnnealingLR( 2025-09-07T06:38:50.7753680Z ... optim, 2025-09-07T06:38:50.7753730Z ... T_max=80, 2025-09-07T06:38:50.7753790Z ... eta_min=3e-5, 2025-09-07T06:38:50.7753830Z ... ) 2025-09-07T06:38:50.7753920Z >>> lr = torch.optim.lr_scheduler.SequentialLR( 2025-09-07T06:38:50.7753970Z ... optim, 2025-09-07T06:38:50.7754050Z ... schedulers=[scheduler1, scheduler2], 2025-09-07T06:38:50.7754110Z ... milestones=[20], 2025-09-07T06:38:50.7754150Z ... ) 2025-09-07T06:38:50.7754250Z >>> lr.load_state_dict(torch.load("./save_seq.pt")) 2025-09-07T06:38:50.7754370Z >>> # now load the optimizer checkpoint after loading the LRScheduler 2025-09-07T06:38:50.7754500Z >>> optim.load_state_dict(torch.load("./save_optim.pt")) 2025-09-07T06:38:50.7754540Z 2025-09-07T06:38:50.7754590Z 2025-09-07T06:38:50.7754740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7754780Z 2025-09-07T06:38:50.7754830Z warnings.warn(msg) 2025-09-07T06:38:50.7754870Z 2025-09-07T06:38:50.7754970Z --- Parse Warning: 109 / 146 --- 2025-09-07T06:38:50.7755680Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SelectiveCheckpointContext in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1226. 2025-09-07T06:38:50.7755840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7755880Z 2025-09-07T06:38:50.7756010Z Context passed to policy function during selective checkpointing. 2025-09-07T06:38:50.7756050Z 2025-09-07T06:38:50.7756190Z This class is used to pass relevant metadata to the policy function during 2025-09-07T06:38:50.7756340Z selective checkpointing. The metadata includes whether the current invocation 2025-09-07T06:38:50.7756440Z of the policy function is during recomputation or not. 2025-09-07T06:38:50.7756500Z 2025-09-07T06:38:50.7756540Z Example: 2025-09-07T06:38:50.7756600Z >>> # xdoctest: +SKIP(stub) 2025-09-07T06:38:50.7756650Z >>> 2025-09-07T06:38:50.7756720Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-09-07T06:38:50.7756790Z >>> print(ctx.is_recompute) 2025-09-07T06:38:50.7756850Z >>> 2025-09-07T06:38:50.7757020Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-09-07T06:38:50.7757060Z >>> 2025-09-07T06:38:50.7757150Z >>> out = torch.utils.checkpoint.checkpoint( 2025-09-07T06:38:50.7757200Z >>> fn, x, y, 2025-09-07T06:38:50.7757260Z >>> use_reentrant=False, 2025-09-07T06:38:50.7757310Z >>> context_fn=context_fn, 2025-09-07T06:38:50.7757350Z >>> ) 2025-09-07T06:38:50.7757390Z 2025-09-07T06:38:50.7757540Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7757580Z 2025-09-07T06:38:50.7757640Z warnings.warn(msg) 2025-09-07T06:38:50.7757680Z 2025-09-07T06:38:50.7757780Z --- Parse Warning: 110 / 146 --- 2025-09-07T06:38:50.7758490Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=create_selective_checkpoint_contexts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1366. 2025-09-07T06:38:50.7758650Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7758690Z 2025-09-07T06:38:50.7758830Z Helper to avoid recomputing certain ops during activation checkpointing. 2025-09-07T06:38:50.7758870Z 2025-09-07T06:38:50.7759000Z Use this with `torch.utils.checkpoint.checkpoint` to control which 2025-09-07T06:38:50.7759120Z operations are recomputed during the backward pass. 2025-09-07T06:38:50.7759160Z 2025-09-07T06:38:50.7759200Z Args: 2025-09-07T06:38:50.7759270Z policy_fn_or_list (Callable or List): 2025-09-07T06:38:50.7759370Z - If a policy function is provided, it should accept a 2025-09-07T06:38:50.7759520Z :class:`SelectiveCheckpointContext`, the :class:`OpOverload`, args and 2025-09-07T06:38:50.7759650Z kwargs to the op, and return a :class:`CheckpointPolicy` enum value 2025-09-07T06:38:50.7759790Z indicating whether the execution of the op should be recomputed or not. 2025-09-07T06:38:50.7759920Z - If a list of operations is provided, it is equivalent to a policy 2025-09-07T06:38:50.7760060Z returning `CheckpointPolicy.MUST_SAVE` for the specified 2025-09-07T06:38:50.7760190Z operations and `CheckpointPolicy.PREFER_RECOMPUTE` for all other 2025-09-07T06:38:50.7760240Z operations. 2025-09-07T06:38:50.7760370Z allow_cache_entry_mutation (bool, optional): By default, an error is 2025-09-07T06:38:50.7760510Z raised if any tensors cached by selective activation checkpoint are 2025-09-07T06:38:50.7760630Z mutated in order to ensure correctness. If set to `True`, this check 2025-09-07T06:38:50.7760680Z is disabled. 2025-09-07T06:38:50.7760720Z Returns: 2025-09-07T06:38:50.7760790Z A tuple of two context managers. 2025-09-07T06:38:50.7760830Z 2025-09-07T06:38:50.7760870Z Example: 2025-09-07T06:38:50.7760930Z >>> # xdoctest: +REQUIRES(LINUX) 2025-09-07T06:38:50.7760980Z >>> import functools 2025-09-07T06:38:50.7761020Z >>> 2025-09-07T06:38:50.7761100Z >>> x = torch.rand(10, 10, requires_grad=True) 2025-09-07T06:38:50.7761170Z >>> y = torch.rand(10, 10, requires_grad=True) 2025-09-07T06:38:50.7761210Z >>> 2025-09-07T06:38:50.7761260Z >>> ops_to_save = [ 2025-09-07T06:38:50.7761330Z >>> torch.ops.aten.mm.default, 2025-09-07T06:38:50.7761370Z >>> ] 2025-09-07T06:38:50.7761440Z >>> 2025-09-07T06:38:50.7761520Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-09-07T06:38:50.7761570Z >>> if op in ops_to_save: 2025-09-07T06:38:50.7761650Z >>> return CheckpointPolicy.MUST_SAVE 2025-09-07T06:38:50.7761690Z >>> else: 2025-09-07T06:38:50.7761800Z >>> return CheckpointPolicy.PREFER_RECOMPUTE 2025-09-07T06:38:50.7761840Z >>> 2025-09-07T06:38:50.7762010Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-09-07T06:38:50.7762050Z >>> 2025-09-07T06:38:50.7762100Z >>> # or equivalently 2025-09-07T06:38:50.7762270Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, ops_to_save) 2025-09-07T06:38:50.7762310Z >>> 2025-09-07T06:38:50.7762360Z >>> def fn(x, y): 2025-09-07T06:38:50.7762480Z >>> return torch.sigmoid(torch.matmul(torch.matmul(x, y), y)) * y 2025-09-07T06:38:50.7762520Z >>> 2025-09-07T06:38:50.7762610Z >>> out = torch.utils.checkpoint.checkpoint( 2025-09-07T06:38:50.7762650Z >>> fn, x, y, 2025-09-07T06:38:50.7762710Z >>> use_reentrant=False, 2025-09-07T06:38:50.7762770Z >>> context_fn=context_fn, 2025-09-07T06:38:50.7762810Z >>> ) 2025-09-07T06:38:50.7762850Z 2025-09-07T06:38:50.7763000Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7763040Z 2025-09-07T06:38:50.7763090Z warnings.warn(msg) 2025-09-07T06:38:50.7763130Z 2025-09-07T06:38:50.7763230Z --- Parse Warning: 111 / 146 --- 2025-09-07T06:38:50.7763950Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ThroughputBenchmark in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/throughput_benchmark.py line=61. 2025-09-07T06:38:50.7764120Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7764160Z 2025-09-07T06:38:50.7764340Z This class is a wrapper around a c++ component throughput_benchmark::ThroughputBenchmark. 2025-09-07T06:38:50.7764380Z 2025-09-07T06:38:50.7764570Z This wrapper on the throughput_benchmark::ThroughputBenchmark component is responsible 2025-09-07T06:38:50.7764720Z for executing a PyTorch module (nn.Module or ScriptModule) under an inference 2025-09-07T06:38:50.7764860Z server like load. It can emulate multiple calling threads to a single module 2025-09-07T06:38:50.7765030Z provided. In the future we plan to enhance this component to support inter and 2025-09-07T06:38:50.7765180Z intra-op parallelism as well as multiple models running in a single process. 2025-09-07T06:38:50.7765220Z 2025-09-07T06:38:50.7765370Z Please note that even though nn.Module is supported, it might incur an overhead 2025-09-07T06:38:50.7765510Z from the need to hold GIL every time we execute Python code or pass around 2025-09-07T06:38:50.7765660Z inputs as Python objects. As soon as you have a ScriptModule version of your 2025-09-07T06:38:50.7765800Z model for inference deployment it is better to switch to using it in this 2025-09-07T06:38:50.7765840Z benchmark. 2025-09-07T06:38:50.7765890Z 2025-09-07T06:38:50.7765930Z Example:: 2025-09-07T06:38:50.7765980Z 2025-09-07T06:38:50.7766050Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7766140Z >>> from torch.utils import ThroughputBenchmark 2025-09-07T06:38:50.7766210Z >>> bench = ThroughputBenchmark(my_module) 2025-09-07T06:38:50.7766320Z >>> # Pre-populate benchmark's data set with the inputs 2025-09-07T06:38:50.7766380Z >>> for input in inputs: 2025-09-07T06:38:50.7766520Z ... # Both args and kwargs work, same as any PyTorch Module / ScriptModule 2025-09-07T06:38:50.7766600Z ... bench.add_input(input[0], x2=input[1]) 2025-09-07T06:38:50.7766740Z >>> # Inputs supplied above are randomly used during the execution 2025-09-07T06:38:50.7766800Z >>> stats = bench.benchmark( 2025-09-07T06:38:50.7766860Z ... num_calling_threads=4, 2025-09-07T06:38:50.7766920Z ... num_warmup_iters = 100, 2025-09-07T06:38:50.7766970Z ... num_iters = 1000, 2025-09-07T06:38:50.7767040Z ... ) 2025-09-07T06:38:50.7767160Z >>> print("Avg latency (ms): {}".format(stats.latency_avg_ms)) 2025-09-07T06:38:50.7767270Z >>> print("Number of iterations: {}".format(stats.num_iters)) 2025-09-07T06:38:50.7767310Z 2025-09-07T06:38:50.7767460Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7767500Z 2025-09-07T06:38:50.7767560Z warnings.warn(msg) 2025-09-07T06:38:50.7767600Z 2025-09-07T06:38:50.7767700Z --- Parse Warning: 112 / 146 --- 2025-09-07T06:38:50.7768390Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_pytree_node in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py line=134. 2025-09-07T06:38:50.7768550Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7768630Z Register a container-like type as pytree node. 2025-09-07T06:38:50.7768680Z 2025-09-07T06:38:50.7768730Z Args: 2025-09-07T06:38:50.7768840Z cls (type): A Python type to treat as an internal pytree node. 2025-09-07T06:38:50.7769010Z flatten_fn (callable): A function to be used during flattening, taking an instance of 2025-09-07T06:38:50.7769170Z ``cls`` and returning a pair, with (1) an iterable for the children to be flattened 2025-09-07T06:38:50.7769370Z recursively, and (2) some hashable auxiliary data to be stored in the treespec and to be 2025-09-07T06:38:50.7769440Z passed to the ``unflatten_fn``. 2025-09-07T06:38:50.7769610Z unflatten_fn (callable): A function taking two arguments: the auxiliary data that was 2025-09-07T06:38:50.7769770Z returned by ``flatten_fn`` and stored in the treespec, and the unflattened children. 2025-09-07T06:38:50.7769880Z The function should return an instance of ``cls``. 2025-09-07T06:38:50.7770040Z serialized_type_name (str, optional): A keyword argument used to specify the fully 2025-09-07T06:38:50.7770140Z qualified name used when serializing the tree spec. 2025-09-07T06:38:50.7770350Z to_dumpable_context (callable, optional): An optional keyword argument to custom specify how 2025-09-07T06:38:50.7770530Z to convert the context of the pytree to a custom json dumpable representation. This is 2025-09-07T06:38:50.7770690Z used for json serialization, which is being used in :mod:`torch.export` right now. 2025-09-07T06:38:50.7770880Z from_dumpable_context (callable, optional): An optional keyword argument to custom specify 2025-09-07T06:38:50.7771040Z how to convert the custom json dumpable representation of the context back to the 2025-09-07T06:38:50.7771200Z original context. This is used for json deserialization, which is being used in 2025-09-07T06:38:50.7771270Z :mod:`torch.export` right now. 2025-09-07T06:38:50.7771310Z 2025-09-07T06:38:50.7771360Z Example:: 2025-09-07T06:38:50.7771400Z 2025-09-07T06:38:50.7771460Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7771550Z >>> # Registry a Python type with lambda functions 2025-09-07T06:38:50.7771610Z >>> register_pytree_node( 2025-09-07T06:38:50.7771660Z ... set, 2025-09-07T06:38:50.7771750Z ... lambda s: (sorted(s), None, None), 2025-09-07T06:38:50.7771850Z ... lambda children, _: set(children), 2025-09-07T06:38:50.7771890Z ... ) 2025-09-07T06:38:50.7771930Z 2025-09-07T06:38:50.7772090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7772130Z 2025-09-07T06:38:50.7772180Z warnings.warn(msg) 2025-09-07T06:38:50.7772220Z 2025-09-07T06:38:50.7772340Z --- Parse Warning: 113 / 146 --- 2025-09-07T06:38:50.7773020Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CppExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1158. 2025-09-07T06:38:50.7773180Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7773220Z 2025-09-07T06:38:50.7773310Z Create a :class:`setuptools.Extension` for C++. 2025-09-07T06:38:50.7773350Z 2025-09-07T06:38:50.7773500Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-09-07T06:38:50.7773640Z bare minimum (but often sufficient) arguments to build a C++ extension. 2025-09-07T06:38:50.7773680Z 2025-09-07T06:38:50.7773810Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-09-07T06:38:50.7773900Z constructor. Full list arguments can be found at 2025-09-07T06:38:50.7774110Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-09-07T06:38:50.7774150Z 2025-09-07T06:38:50.7774190Z .. warning:: 2025-09-07T06:38:50.7774330Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-09-07T06:38:50.7774470Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-09-07T06:38:50.7774620Z the user's responsibility in their library to not use APIs from 2025-09-07T06:38:50.7774770Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-09-07T06:38:50.7774900Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-09-07T06:38:50.7775040Z example, to give access to custom ops from python, the library should 2025-09-07T06:38:50.7775110Z register the ops through the dispatcher. 2025-09-07T06:38:50.7775150Z 2025-09-07T06:38:50.7775280Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-09-07T06:38:50.7775410Z as a compile flag when py_limited_api is specified as an option for 2025-09-07T06:38:50.7775540Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-09-07T06:38:50.7775700Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-09-07T06:38:50.7775830Z safety, and sanity in order to encourage best practices. To target a 2025-09-07T06:38:50.7775960Z different version, set min_supported_cpython to the hexcode of the 2025-09-07T06:38:50.7776020Z CPython version of choice. 2025-09-07T06:38:50.7776060Z 2025-09-07T06:38:50.7776110Z Example: 2025-09-07T06:38:50.7776160Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7776250Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:50.7776310Z >>> from setuptools import setup 2025-09-07T06:38:50.7776450Z >>> from torch.utils.cpp_extension import BuildExtension, CppExtension 2025-09-07T06:38:50.7776490Z >>> setup( 2025-09-07T06:38:50.7776550Z ... name='extension', 2025-09-07T06:38:50.7776600Z ... ext_modules=[ 2025-09-07T06:38:50.7776650Z ... CppExtension( 2025-09-07T06:38:50.7776710Z ... name='extension', 2025-09-07T06:38:50.7776780Z ... sources=['extension.cpp'], 2025-09-07T06:38:50.7779940Z ... extra_compile_args=['-g'], 2025-09-07T06:38:50.7780060Z ... extra_link_args=['-Wl,--no-as-needed', '-lm']) 2025-09-07T06:38:50.7780190Z ... ], 2025-09-07T06:38:50.7780240Z ... cmdclass={ 2025-09-07T06:38:50.7780310Z ... 'build_ext': BuildExtension 2025-09-07T06:38:50.7780350Z ... }) 2025-09-07T06:38:50.7780390Z 2025-09-07T06:38:50.7780540Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7780580Z 2025-09-07T06:38:50.7780670Z warnings.warn(msg) 2025-09-07T06:38:50.7780710Z 2025-09-07T06:38:50.7780840Z --- Parse Warning: 114 / 146 --- 2025-09-07T06:38:50.7781510Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CUDAExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1228. 2025-09-07T06:38:50.7781670Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7781710Z 2025-09-07T06:38:50.7781810Z Create a :class:`setuptools.Extension` for CUDA/C++. 2025-09-07T06:38:50.7781840Z 2025-09-07T06:38:50.7782000Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-09-07T06:38:50.7782120Z bare minimum (but often sufficient) arguments to build a CUDA/C++ 2025-09-07T06:38:50.7782260Z extension. This includes the CUDA include path, library path and runtime 2025-09-07T06:38:50.7782300Z library. 2025-09-07T06:38:50.7782340Z 2025-09-07T06:38:50.7782470Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-09-07T06:38:50.7782560Z constructor. Full list arguments can be found at 2025-09-07T06:38:50.7782760Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-09-07T06:38:50.7782800Z 2025-09-07T06:38:50.7782850Z .. warning:: 2025-09-07T06:38:50.7783010Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-09-07T06:38:50.7783150Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-09-07T06:38:50.7783270Z the user's responsibility in their library to not use APIs from 2025-09-07T06:38:50.7783410Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-09-07T06:38:50.7783540Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-09-07T06:38:50.7783670Z example, to give access to custom ops from python, the library should 2025-09-07T06:38:50.7783740Z register the ops through the dispatcher. 2025-09-07T06:38:50.7783790Z 2025-09-07T06:38:50.7783920Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-09-07T06:38:50.7784070Z as a compile flag when py_limited_api is specified as an option for 2025-09-07T06:38:50.7784200Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-09-07T06:38:50.7784330Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-09-07T06:38:50.7784460Z safety, and sanity in order to encourage best practices. To target a 2025-09-07T06:38:50.7784590Z different version, set min_supported_cpython to the hexcode of the 2025-09-07T06:38:50.7784650Z CPython version of choice. 2025-09-07T06:38:50.7784690Z 2025-09-07T06:38:50.7784740Z Example: 2025-09-07T06:38:50.7784790Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7784880Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:50.7784940Z >>> from setuptools import setup 2025-09-07T06:38:50.7785080Z >>> from torch.utils.cpp_extension import BuildExtension, CUDAExtension 2025-09-07T06:38:50.7785120Z >>> setup( 2025-09-07T06:38:50.7785190Z ... name='cuda_extension', 2025-09-07T06:38:50.7785230Z ... ext_modules=[ 2025-09-07T06:38:50.7785300Z ... CUDAExtension( 2025-09-07T06:38:50.7785370Z ... name='cuda_extension', 2025-09-07T06:38:50.7785500Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-09-07T06:38:50.7785580Z ... extra_compile_args={'cxx': ['-g'], 2025-09-07T06:38:50.7785660Z ... 'nvcc': ['-O2']}, 2025-09-07T06:38:50.7785760Z ... extra_link_args=['-Wl,--no-as-needed', '-lcuda']) 2025-09-07T06:38:50.7785820Z ... ], 2025-09-07T06:38:50.7785870Z ... cmdclass={ 2025-09-07T06:38:50.7785940Z ... 'build_ext': BuildExtension 2025-09-07T06:38:50.7785980Z ... }) 2025-09-07T06:38:50.7786020Z 2025-09-07T06:38:50.7786080Z Compute capabilities: 2025-09-07T06:38:50.7786120Z 2025-09-07T06:38:50.7786300Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-09-07T06:38:50.7786480Z building process of the extension, plus PTX. If down the road a new card is installed the 2025-09-07T06:38:50.7786660Z extension may need to be recompiled. If a visible card has a compute capability (CC) that's 2025-09-07T06:38:50.7786840Z newer than the newest version for which your nvcc can build fully-compiled binaries, PyTorch 2025-09-07T06:38:50.7787020Z will make nvcc fall back to building kernels with the newest version of PTX your nvcc does 2025-09-07T06:38:50.7787090Z support (see below for details on PTX). 2025-09-07T06:38:50.7787130Z 2025-09-07T06:38:50.7787310Z You can override the default behavior using `TORCH_CUDA_ARCH_LIST` to explicitly specify which 2025-09-07T06:38:50.7787380Z CCs you want the extension to support: 2025-09-07T06:38:50.7787420Z 2025-09-07T06:38:50.7787530Z ``TORCH_CUDA_ARCH_LIST="6.1 8.6" python build_my_extension.py`` 2025-09-07T06:38:50.7787670Z ``TORCH_CUDA_ARCH_LIST="5.2 6.0 6.1 7.0 7.5 8.0 8.6+PTX" python build_my_extension.py`` 2025-09-07T06:38:50.7787720Z 2025-09-07T06:38:50.7787920Z The +PTX option causes extension kernel binaries to include PTX instructions for the specified 2025-09-07T06:38:50.7788110Z CC. PTX is an intermediate representation that allows kernels to runtime-compile for any CC >= 2025-09-07T06:38:50.7788300Z the specified CC (for example, 8.6+PTX generates PTX that can runtime-compile for any GPU with 2025-09-07T06:38:50.7788470Z CC >= 8.6). This improves your binary's forward compatibility. However, relying on older PTX to 2025-09-07T06:38:50.7788670Z provide forward compat by runtime-compiling for newer CCs can modestly reduce performance on 2025-09-07T06:38:50.7788830Z those newer CCs. If you know exact CC(s) of the GPUs you want to target, you're always better 2025-09-07T06:38:50.7789040Z off specifying them individually. For example, if you want your extension to run on 8.0 and 8.6, 2025-09-07T06:38:50.7789240Z "8.0+PTX" would work functionally because it includes PTX that can runtime-compile for 8.6, but 2025-09-07T06:38:50.7789290Z "8.0 8.6" would be better. 2025-09-07T06:38:50.7789330Z 2025-09-07T06:38:50.7789520Z Note that while it's possible to include all supported archs, the more archs get included the 2025-09-07T06:38:50.7789690Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-09-07T06:38:50.7789730Z 2025-09-07T06:38:50.7789930Z Note that CUDA-11.5 nvcc will hit internal compiler error while parsing torch/extension.h on Windows. 2025-09-07T06:38:50.7790060Z To workaround the issue, move python binding logic to pure C++ file. 2025-09-07T06:38:50.7790100Z 2025-09-07T06:38:50.7790150Z Example use: 2025-09-07T06:38:50.7790200Z #include 2025-09-07T06:38:50.7790300Z at::Tensor SigmoidAlphaBlendForwardCuda(....) 2025-09-07T06:38:50.7790340Z 2025-09-07T06:38:50.7790380Z Instead of: 2025-09-07T06:38:50.7790440Z #include 2025-09-07T06:38:50.7790530Z torch::Tensor SigmoidAlphaBlendForwardCuda(...) 2025-09-07T06:38:50.7790580Z 2025-09-07T06:38:50.7790760Z Currently open issue for nvcc bug: https://github.com/pytorch/pytorch/issues/69460 2025-09-07T06:38:50.7791060Z Complete workaround code example: https://github.com/facebookresearch/pytorch3d/commit/cb170ac024a949f1f9614ffe6af1c38d972f7d48 2025-09-07T06:38:50.7791110Z 2025-09-07T06:38:50.7791170Z Relocatable device code linking: 2025-09-07T06:38:50.7791230Z 2025-09-07T06:38:50.7791400Z If you want to reference device symbols across compilation units (across object files), 2025-09-07T06:38:50.7791550Z the object files need to be built with `relocatable device code` (-rdc=true or -dc). 2025-09-07T06:38:50.7791770Z An exception to this rule is "dynamic parallelism" (nested kernel launches) which is not used a lot anymore. 2025-09-07T06:38:50.7791970Z `Relocatable device code` is less optimized so it needs to be used only on object files that need it. 2025-09-07T06:38:50.7792160Z Using `-dlto` (Device Link Time Optimization) at the device code compilation step and `dlink` step 2025-09-07T06:38:50.7792270Z helps reduce the protentional perf degradation of `-rdc`. 2025-09-07T06:38:50.7792380Z Note that it needs to be used at both steps to be useful. 2025-09-07T06:38:50.7792420Z 2025-09-07T06:38:50.7792640Z If you have `rdc` objects you need to have an extra `-dlink` (device linking) step before the CPU symbol linking step. 2025-09-07T06:38:50.7792750Z There is also a case where `-dlink` is used without `-rdc`: 2025-09-07T06:38:50.7792900Z when an extension is linked against a static lib containing rdc-compiled objects 2025-09-07T06:38:50.7793040Z like the [NVSHMEM library](https://developer.nvidia.com/nvshmem). 2025-09-07T06:38:50.7793080Z 2025-09-07T06:38:50.7793200Z Note: Ninja is required to build a CUDA Extension with RDC linking. 2025-09-07T06:38:50.7793240Z 2025-09-07T06:38:50.7793290Z Example: 2025-09-07T06:38:50.7793350Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7793450Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:50.7793500Z >>> CUDAExtension( 2025-09-07T06:38:50.7793560Z ... name='cuda_extension', 2025-09-07T06:38:50.7793660Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-09-07T06:38:50.7793710Z ... dlink=True, 2025-09-07T06:38:50.7793780Z ... dlink_libraries=["dlink_lib"], 2025-09-07T06:38:50.7793860Z ... extra_compile_args={'cxx': ['-g'], 2025-09-07T06:38:50.7793950Z ... 'nvcc': ['-O2', '-rdc=true']}) 2025-09-07T06:38:50.7793980Z 2025-09-07T06:38:50.7794140Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7794200Z 2025-09-07T06:38:50.7794260Z warnings.warn(msg) 2025-09-07T06:38:50.7794290Z 2025-09-07T06:38:50.7794400Z --- Parse Warning: 115 / 146 --- 2025-09-07T06:38:50.7795070Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SyclExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1420. 2025-09-07T06:38:50.7795230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7795260Z 2025-09-07T06:38:50.7795360Z Creates a :class:`setuptools.Extension` for SYCL/C++. 2025-09-07T06:38:50.7795400Z 2025-09-07T06:38:50.7795550Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-09-07T06:38:50.7795670Z bare minimum (but often sufficient) arguments to build a SYCL/C++ 2025-09-07T06:38:50.7795720Z extension. 2025-09-07T06:38:50.7795750Z 2025-09-07T06:38:50.7795880Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-09-07T06:38:50.7795920Z constructor. 2025-09-07T06:38:50.7795960Z 2025-09-07T06:38:50.7796010Z .. warning:: 2025-09-07T06:38:50.7796170Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-09-07T06:38:50.7796300Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-09-07T06:38:50.7796420Z the user's responsibility in their library to not use APIs from 2025-09-07T06:38:50.7796580Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-09-07T06:38:50.7796710Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-09-07T06:38:50.7796840Z example, to give access to custom ops from python, the library should 2025-09-07T06:38:50.7796910Z register the ops through the dispatcher. 2025-09-07T06:38:50.7796950Z 2025-09-07T06:38:50.7797090Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-09-07T06:38:50.7797210Z as a compile flag when py_limited_api is specified as an option for 2025-09-07T06:38:50.7797340Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-09-07T06:38:50.7797470Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-09-07T06:38:50.7797600Z safety, and sanity in order to encourage best practices. To target a 2025-09-07T06:38:50.7797720Z different version, set min_supported_cpython to the hexcode of the 2025-09-07T06:38:50.7797780Z CPython version of choice. 2025-09-07T06:38:50.7797820Z 2025-09-07T06:38:50.7797870Z Example: 2025-09-07T06:38:50.7797920Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7798010Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:50.7798150Z >>> from torch.utils.cpp_extension import BuildExtension, SyclExtension 2025-09-07T06:38:50.7798190Z >>> setup( 2025-09-07T06:38:50.7798250Z ... name='xpu_extension', 2025-09-07T06:38:50.7798300Z ... ext_modules=[ 2025-09-07T06:38:50.7798410Z ... SyclExtension( 2025-09-07T06:38:50.7798480Z ... name='xpu_extension', 2025-09-07T06:38:50.7798590Z ... sources=['extension.cpp', 'extension_kernel.cpp'], 2025-09-07T06:38:50.7798700Z ... extra_compile_args={'cxx': ['-g', '-std=c++20', '-fPIC']}) 2025-09-07T06:38:50.7798740Z ... ], 2025-09-07T06:38:50.7798790Z ... cmdclass={ 2025-09-07T06:38:50.7798860Z ... 'build_ext': BuildExtension 2025-09-07T06:38:50.7798900Z ... }) 2025-09-07T06:38:50.7798940Z 2025-09-07T06:38:50.7799120Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-09-07T06:38:50.7799310Z building process of the extension. If down the road a new card is installed the 2025-09-07T06:38:50.7799460Z extension may need to be recompiled. You can override the default behavior using 2025-09-07T06:38:50.7799650Z `TORCH_XPU_ARCH_LIST` to explicitly specify which device architectures you want the extension 2025-09-07T06:38:50.7799690Z to support: 2025-09-07T06:38:50.7799740Z 2025-09-07T06:38:50.7799860Z ``TORCH_XPU_ARCH_LIST="pvc,xe-lpg" python build_my_extension.py`` 2025-09-07T06:38:50.7799900Z 2025-09-07T06:38:50.7800070Z Note that while it's possible to include all supported archs, the more archs get included the 2025-09-07T06:38:50.7800250Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-09-07T06:38:50.7800290Z 2025-09-07T06:38:50.7800370Z Note: Ninja is required to build SyclExtension. 2025-09-07T06:38:50.7800410Z 2025-09-07T06:38:50.7800560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7800600Z 2025-09-07T06:38:50.7800650Z warnings.warn(msg) 2025-09-07T06:38:50.7800700Z 2025-09-07T06:38:50.7800790Z --- Parse Warning: 116 / 146 --- 2025-09-07T06:38:50.7801440Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1597. 2025-09-07T06:38:50.7801610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7801650Z 2025-09-07T06:38:50.7801770Z Load a PyTorch C++ extension just-in-time (JIT). 2025-09-07T06:38:50.7801810Z 2025-09-07T06:38:50.7801940Z To load an extension, a Ninja build file is emitted, which is used to 2025-09-07T06:38:50.7802060Z compile the given sources into a dynamic library. This library is 2025-09-07T06:38:50.7802190Z subsequently loaded into the current Python process as a module and 2025-09-07T06:38:50.7802300Z returned from this function, ready for use. 2025-09-07T06:38:50.7802340Z 2025-09-07T06:38:50.7802470Z By default, the directory to which the build file is emitted and the 2025-09-07T06:38:50.7802610Z resulting library compiled to is ``/torch_extensions/``, where 2025-09-07T06:38:50.7802730Z ```` is the temporary folder on the current platform and ```` 2025-09-07T06:38:50.7802860Z the name of the extension. This location can be overridden in two ways. 2025-09-07T06:38:50.7802990Z First, if the ``TORCH_EXTENSIONS_DIR`` environment variable is set, it 2025-09-07T06:38:50.7803130Z replaces ``/torch_extensions`` and all extensions will be compiled 2025-09-07T06:38:50.7803260Z into subfolders of this directory. Second, if the ``build_directory`` 2025-09-07T06:38:50.7803400Z argument to this function is supplied, it overrides the entire path, i.e. 2025-09-07T06:38:50.7803500Z the library will be compiled into that folder directly. 2025-09-07T06:38:50.7803540Z 2025-09-07T06:38:50.7803660Z To compile the sources, the default system compiler (``c++``) is used, 2025-09-07T06:38:50.7803850Z which can be overridden by setting the ``CXX`` environment variable. To pass 2025-09-07T06:38:50.7803990Z additional arguments to the compilation process, ``extra_cflags`` or 2025-09-07T06:38:50.7804120Z ``extra_ldflags`` can be provided. For example, to compile your extension 2025-09-07T06:38:50.7804250Z with optimizations, pass ``extra_cflags=['-O3']``. You can also use 2025-09-07T06:38:50.7804350Z ``extra_cflags`` to pass further include directories. 2025-09-07T06:38:50.7804390Z 2025-09-07T06:38:50.7804530Z CUDA support with mixed compilation is provided. Simply pass CUDA source 2025-09-07T06:38:50.7804640Z files (``.cu`` or ``.cuh``) along with other sources. Such files will be 2025-09-07T06:38:50.7804810Z detected and compiled with nvcc rather than the C++ compiler. This includes 2025-09-07T06:38:50.7804940Z passing the CUDA lib64 directory as a library directory, and linking 2025-09-07T06:38:50.7805030Z ``cudart``. You can pass additional flags to nvcc via 2025-09-07T06:38:50.7805160Z ``extra_cuda_cflags``, just like with ``extra_cflags`` for C++. Various 2025-09-07T06:38:50.7805290Z heuristics for finding the CUDA install directory are used, which usually 2025-09-07T06:38:50.7805420Z work fine. If not, setting the ``CUDA_HOME`` environment variable is the 2025-09-07T06:38:50.7805470Z safest option. 2025-09-07T06:38:50.7805510Z 2025-09-07T06:38:50.7805650Z SYCL support with mixed compilation is provided. Simply pass SYCL source 2025-09-07T06:38:50.7805770Z files (``.sycl``) along with other sources. Such files will be detected 2025-09-07T06:38:50.7805900Z and compiled with SYCL compiler (such as Intel DPC++ Compiler) rather 2025-09-07T06:38:50.7806030Z than the C++ compiler. You can pass additional flags to SYCL compiler 2025-09-07T06:38:50.7806150Z via ``extra_sycl_cflags``, just like with ``extra_cflags`` for C++. 2025-09-07T06:38:50.7806270Z SYCL compiler is expected to be found via system PATH environment 2025-09-07T06:38:50.7806320Z variable. 2025-09-07T06:38:50.7806360Z 2025-09-07T06:38:50.7806430Z Args: 2025-09-07T06:38:50.7806550Z name: The name of the extension to build. This MUST be the same as the 2025-09-07T06:38:50.7806620Z name of the pybind11 module! 2025-09-07T06:38:50.7806740Z sources: A list of relative or absolute paths to C++ source files. 2025-09-07T06:38:50.7806900Z extra_cflags: optional list of compiler flags to forward to the build. 2025-09-07T06:38:50.7807030Z extra_cuda_cflags: optional list of compiler flags to forward to nvcc 2025-09-07T06:38:50.7807090Z when building CUDA sources. 2025-09-07T06:38:50.7807220Z extra_sycl_cflags: optional list of compiler flags to forward to SYCL 2025-09-07T06:38:50.7807290Z compiler when building SYCL sources. 2025-09-07T06:38:50.7807420Z extra_ldflags: optional list of linker flags to forward to the build. 2025-09-07T06:38:50.7807560Z extra_include_paths: optional list of include directories to forward 2025-09-07T06:38:50.7807610Z to the build. 2025-09-07T06:38:50.7807720Z build_directory: optional path to use as build workspace. 2025-09-07T06:38:50.7807830Z verbose: If ``True``, turns on verbose logging of load steps. 2025-09-07T06:38:50.7807960Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-09-07T06:38:50.7808060Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:50.7808190Z automatically determined based on the existence of ``.cu`` or 2025-09-07T06:38:50.7808290Z ``.cuh`` in ``sources``. Set it to `True`` to force CUDA headers 2025-09-07T06:38:50.7808350Z and libraries to be included. 2025-09-07T06:38:50.7808480Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-09-07T06:38:50.7808580Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:50.7808730Z automatically determined based on the existence of ``.sycl`` in 2025-09-07T06:38:50.7808830Z ``sources``. Set it to `True`` to force SYCL headers and 2025-09-07T06:38:50.7808890Z libraries to be included. 2025-09-07T06:38:50.7809020Z is_python_module: If ``True`` (default), imports the produced shared 2025-09-07T06:38:50.7809130Z library as a Python module. If ``False``, behavior depends on 2025-09-07T06:38:50.7809180Z ``is_standalone``. 2025-09-07T06:38:50.7809310Z is_standalone: If ``False`` (default) loads the constructed extension 2025-09-07T06:38:50.7809430Z into the process as a plain dynamic library. If ``True``, build a 2025-09-07T06:38:50.7809490Z standalone executable. 2025-09-07T06:38:50.7809550Z 2025-09-07T06:38:50.7809590Z Returns: 2025-09-07T06:38:50.7809650Z If ``is_python_module`` is ``True``: 2025-09-07T06:38:50.7809760Z Returns the loaded PyTorch extension as a Python module. 2025-09-07T06:38:50.7809800Z 2025-09-07T06:38:50.7809930Z If ``is_python_module`` is ``False`` and ``is_standalone`` is ``False``: 2025-09-07T06:38:50.7810050Z Returns nothing. (The shared library is loaded into the process as 2025-09-07T06:38:50.7810100Z a side effect.) 2025-09-07T06:38:50.7810140Z 2025-09-07T06:38:50.7810200Z If ``is_standalone`` is ``True``. 2025-09-07T06:38:50.7810330Z Return the path to the executable. (On Windows, TORCH_LIB_PATH is 2025-09-07T06:38:50.7810440Z added to the PATH environment variable as a side effect.) 2025-09-07T06:38:50.7810480Z 2025-09-07T06:38:50.7810520Z Example: 2025-09-07T06:38:50.7810570Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7810650Z >>> from torch.utils.cpp_extension import load 2025-09-07T06:38:50.7810710Z >>> module = load( 2025-09-07T06:38:50.7810760Z ... name='extension', 2025-09-07T06:38:50.7810860Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-09-07T06:38:50.7810910Z ... extra_cflags=['-O2'], 2025-09-07T06:38:50.7810980Z ... verbose=True) 2025-09-07T06:38:50.7811030Z 2025-09-07T06:38:50.7811180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7811220Z 2025-09-07T06:38:50.7811270Z warnings.warn(msg) 2025-09-07T06:38:50.7811310Z 2025-09-07T06:38:50.7811430Z --- Parse Warning: 117 / 146 --- 2025-09-07T06:38:50.7812090Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load_inline in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1885. 2025-09-07T06:38:50.7812250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7812290Z 2025-09-07T06:38:50.7812420Z Load a PyTorch C++ extension just-in-time (JIT) from string sources. 2025-09-07T06:38:50.7812460Z 2025-09-07T06:38:50.7812600Z This function behaves exactly like :func:`load`, but takes its sources as 2025-09-07T06:38:50.7812730Z strings rather than filenames. These strings are stored to files in the 2025-09-07T06:38:50.7812860Z build directory, after which the behavior of :func:`load_inline` is 2025-09-07T06:38:50.7812920Z identical to :func:`load`. 2025-09-07T06:38:50.7812960Z 2025-09-07T06:38:50.7813000Z See `the 2025-09-07T06:38:50.7813190Z tests `_ 2025-09-07T06:38:50.7813260Z for good examples of using this function. 2025-09-07T06:38:50.7813300Z 2025-09-07T06:38:50.7813440Z Sources may omit two required parts of a typical non-inline C++ extension: 2025-09-07T06:38:50.7813580Z the necessary header includes, as well as the (pybind11) binding code. More 2025-09-07T06:38:50.7813740Z precisely, strings passed to ``cpp_sources`` are first concatenated into a 2025-09-07T06:38:50.7813860Z single ``.cpp`` file. This file is then prepended with ``#include 2025-09-07T06:38:50.7813920Z `` 2025-09-07T06:38:50.7813960Z 2025-09-07T06:38:50.7814090Z Furthermore, if the ``functions`` argument is supplied, bindings will be 2025-09-07T06:38:50.7814230Z automatically generated for each function specified. ``functions`` can 2025-09-07T06:38:50.7814370Z either be a list of function names, or a dictionary mapping from function 2025-09-07T06:38:50.7814500Z names to docstrings. If a list is given, the name of each function is used 2025-09-07T06:38:50.7814550Z as its docstring. 2025-09-07T06:38:50.7814600Z 2025-09-07T06:38:50.7814730Z The sources in ``cuda_sources`` are concatenated into a separate ``.cu`` 2025-09-07T06:38:50.7814840Z file and prepended with ``torch/types.h``, ``cuda.h`` and 2025-09-07T06:38:50.7814970Z ``cuda_runtime.h`` includes. The ``.cpp`` and ``.cu`` files are compiled 2025-09-07T06:38:50.7815100Z separately, but ultimately linked into a single library. Note that no 2025-09-07T06:38:50.7815240Z bindings are generated for functions in ``cuda_sources`` per se. To bind 2025-09-07T06:38:50.7815370Z to a CUDA kernel, you must create a C++ function that calls it, and either 2025-09-07T06:38:50.7815500Z declare or define this C++ function in one of the ``cpp_sources`` (and 2025-09-07T06:38:50.7815560Z include its name in ``functions``). 2025-09-07T06:38:50.7815600Z 2025-09-07T06:38:50.7815730Z The sources in ``sycl_sources`` are concatenated into a separate ``.sycl`` 2025-09-07T06:38:50.7815860Z file and prepended with ``torch/types.h``, ``sycl/sycl.hpp`` includes. 2025-09-07T06:38:50.7815980Z The ``.cpp`` and ``.sycl`` files are compiled separately, but ultimately 2025-09-07T06:38:50.7816110Z linked into a single library. Note that no bindings are generated for 2025-09-07T06:38:50.7816240Z functions in ``sycl_sources`` per se. To bind to a SYCL kernel, you must 2025-09-07T06:38:50.7816420Z create a C++ function that calls it, and either declare or define this 2025-09-07T06:38:50.7816530Z C++ function in one of the ``cpp_sources`` (and include its name 2025-09-07T06:38:50.7816580Z in ``functions``). 2025-09-07T06:38:50.7816620Z 2025-09-07T06:38:50.7816660Z 2025-09-07T06:38:50.7816700Z 2025-09-07T06:38:50.7816830Z See :func:`load` for a description of arguments omitted below. 2025-09-07T06:38:50.7816870Z 2025-09-07T06:38:50.7816910Z Args: 2025-09-07T06:38:50.7817040Z cpp_sources: A string, or list of strings, containing C++ source code. 2025-09-07T06:38:50.7817170Z cuda_sources: A string, or list of strings, containing CUDA source code. 2025-09-07T06:38:50.7817310Z sycl_sources: A string, or list of strings, containing SYCL source code. 2025-09-07T06:38:50.7817430Z functions: A list of function names for which to generate function 2025-09-07T06:38:50.7817560Z bindings. If a dictionary is given, it should map function names to 2025-09-07T06:38:50.7817670Z docstrings (which are otherwise just the function names). 2025-09-07T06:38:50.7817810Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-09-07T06:38:50.7817900Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:50.7818030Z automatically determined based on whether ``cuda_sources`` is 2025-09-07T06:38:50.7818120Z provided. Set it to ``True`` to force CUDA headers 2025-09-07T06:38:50.7818180Z and libraries to be included. 2025-09-07T06:38:50.7818310Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-09-07T06:38:50.7818410Z the build. If set to ``None`` (default), this value is 2025-09-07T06:38:50.7818530Z automatically determined based on whether ``sycl_sources`` is 2025-09-07T06:38:50.7818670Z provided. Set it to ``True`` to force SYCL headers 2025-09-07T06:38:50.7818740Z and libraries to be included. 2025-09-07T06:38:50.7818860Z with_pytorch_error_handling: Determines whether pytorch error and 2025-09-07T06:38:50.7818980Z warning macros are handled by pytorch instead of pybind. To do 2025-09-07T06:38:50.7819110Z this, each function ``foo`` is called via an intermediary ``_safe_foo`` 2025-09-07T06:38:50.7819230Z function. This redirection might cause issues in obscure cases 2025-09-07T06:38:50.7819340Z of cpp. This flag should be set to ``False`` when this redirect 2025-09-07T06:38:50.7819390Z causes issues. 2025-09-07T06:38:50.7819550Z no_implicit_headers: If ``True``, skips automatically adding headers, most notably 2025-09-07T06:38:50.7819720Z ``#include `` and ``#include `` lines. 2025-09-07T06:38:50.7819820Z Use this option to improve cold start times when you 2025-09-07T06:38:50.7819970Z already include the necessary headers in your source code. Default: ``False``. 2025-09-07T06:38:50.7820010Z 2025-09-07T06:38:50.7820050Z Example: 2025-09-07T06:38:50.7820140Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-09-07T06:38:50.7820240Z >>> from torch.utils.cpp_extension import load_inline 2025-09-07T06:38:50.7820290Z >>> source = """ 2025-09-07T06:38:50.7820370Z at::Tensor sin_add(at::Tensor x, at::Tensor y) { 2025-09-07T06:38:50.7820430Z return x.sin() + y.sin(); 2025-09-07T06:38:50.7820470Z } 2025-09-07T06:38:50.7820510Z """ 2025-09-07T06:38:50.7820600Z >>> module = load_inline(name='inline_extension', 2025-09-07T06:38:50.7820670Z ... cpp_sources=[source], 2025-09-07T06:38:50.7820740Z ... functions=['sin_add']) 2025-09-07T06:38:50.7820780Z 2025-09-07T06:38:50.7820820Z .. note:: 2025-09-07T06:38:50.7820970Z Since load_inline will just-in-time compile the source code, please ensure 2025-09-07T06:38:50.7821120Z that you have the right toolchains installed in the runtime. For example, 2025-09-07T06:38:50.7821260Z when loading C++, make sure a C++ compiler is available. If you're loading 2025-09-07T06:38:50.7821400Z a CUDA extension, you will need to additionally install the corresponding CUDA 2025-09-07T06:38:50.7821580Z toolkit (nvcc and any other dependencies your code has). Compiling toolchains 2025-09-07T06:38:50.7821720Z are not included when you install torch and must be additionally installed. 2025-09-07T06:38:50.7821760Z 2025-09-07T06:38:50.7821910Z During compiling, by default, the Ninja backend uses #CPUS + 2 workers to build 2025-09-07T06:38:50.7822040Z the extension. This may use up too many resources on some systems. One 2025-09-07T06:38:50.7822180Z can control the number of workers by setting the `MAX_JOBS` environment 2025-09-07T06:38:50.7822240Z variable to a non-negative number. 2025-09-07T06:38:50.7822290Z 2025-09-07T06:38:50.7822440Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7822480Z 2025-09-07T06:38:50.7822530Z warnings.warn(msg) 2025-09-07T06:38:50.7822570Z 2025-09-07T06:38:50.7822670Z --- Parse Warning: 118 / 146 --- 2025-09-07T06:38:50.7823360Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/distributed.py line=18. 2025-09-07T06:38:50.7823510Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7823640Z Sampler that restricts data loading to a subset of the dataset. 2025-09-07T06:38:50.7823680Z 2025-09-07T06:38:50.7823780Z It is especially useful in conjunction with 2025-09-07T06:38:50.7823940Z :class:`torch.nn.parallel.DistributedDataParallel`. In such a case, each 2025-09-07T06:38:50.7824100Z process can pass a :class:`~torch.utils.data.DistributedSampler` instance as a 2025-09-07T06:38:50.7824240Z :class:`~torch.utils.data.DataLoader` sampler, and load a subset of the 2025-09-07T06:38:50.7824310Z original dataset that is exclusive to it. 2025-09-07T06:38:50.7824350Z 2025-09-07T06:38:50.7824400Z .. note:: 2025-09-07T06:38:50.7824540Z Dataset is assumed to be of constant size and that any instance of it always 2025-09-07T06:38:50.7824620Z returns the same elements in the same order. 2025-09-07T06:38:50.7824680Z 2025-09-07T06:38:50.7824720Z Args: 2025-09-07T06:38:50.7824790Z dataset: Dataset used for sampling. 2025-09-07T06:38:50.7824920Z num_replicas (int, optional): Number of processes participating in 2025-09-07T06:38:50.7825070Z distributed training. By default, :attr:`world_size` is retrieved from the 2025-09-07T06:38:50.7825140Z current distributed group. 2025-09-07T06:38:50.7825280Z rank (int, optional): Rank of the current process within :attr:`num_replicas`. 2025-09-07T06:38:50.7825400Z By default, :attr:`rank` is retrieved from the current distributed 2025-09-07T06:38:50.7825450Z group. 2025-09-07T06:38:50.7825580Z shuffle (bool, optional): If ``True`` (default), sampler will shuffle the 2025-09-07T06:38:50.7825640Z indices. 2025-09-07T06:38:50.7825750Z seed (int, optional): random seed used to shuffle the sampler if 2025-09-07T06:38:50.7825870Z :attr:`shuffle=True`. This number should be identical across all 2025-09-07T06:38:50.7825970Z processes in the distributed group. Default: ``0``. 2025-09-07T06:38:50.7826100Z drop_last (bool, optional): if ``True``, then the sampler will drop the 2025-09-07T06:38:50.7826220Z tail of the data to make it evenly divisible across the number of 2025-09-07T06:38:50.7826370Z replicas. If ``False``, the sampler will add extra indices to make 2025-09-07T06:38:50.7826500Z the data evenly divisible across the replicas. Default: ``False``. 2025-09-07T06:38:50.7826540Z 2025-09-07T06:38:50.7826580Z .. warning:: 2025-09-07T06:38:50.7826720Z In distributed mode, calling the :meth:`set_epoch` method at 2025-09-07T06:38:50.7826880Z the beginning of each epoch **before** creating the :class:`DataLoader` iterator 2025-09-07T06:38:50.7827030Z is necessary to make shuffling work properly across multiple epochs. Otherwise, 2025-09-07T06:38:50.7827100Z the same ordering will be always used. 2025-09-07T06:38:50.7827140Z 2025-09-07T06:38:50.7827190Z Example:: 2025-09-07T06:38:50.7827230Z 2025-09-07T06:38:50.7827280Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7827420Z >>> sampler = DistributedSampler(dataset) if is_distributed else None 2025-09-07T06:38:50.7827530Z >>> loader = DataLoader(dataset, shuffle=(sampler is None), 2025-09-07T06:38:50.7827600Z ... sampler=sampler) 2025-09-07T06:38:50.7827690Z >>> for epoch in range(start_epoch, n_epochs): 2025-09-07T06:38:50.7827740Z ... if is_distributed: 2025-09-07T06:38:50.7827810Z ... sampler.set_epoch(epoch) 2025-09-07T06:38:50.7827870Z ... train(loader) 2025-09-07T06:38:50.7827910Z 2025-09-07T06:38:50.7828060Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7828100Z 2025-09-07T06:38:50.7828150Z warnings.warn(msg) 2025-09-07T06:38:50.7828190Z 2025-09-07T06:38:50.7828290Z --- Parse Warning: 119 / 146 --- 2025-09-07T06:38:50.7829020Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=WeightedRandomSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/sampler.py line=227. 2025-09-07T06:38:50.7829180Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7829340Z Samples elements from ``[0,..,len(weights)-1]`` with given probabilities (weights). 2025-09-07T06:38:50.7829380Z 2025-09-07T06:38:50.7829420Z Args: 2025-09-07T06:38:50.7829570Z weights (sequence) : a sequence of weights, not necessary summing up to one 2025-09-07T06:38:50.7829650Z num_samples (int): number of samples to draw 2025-09-07T06:38:50.7829800Z replacement (bool): if ``True``, samples are drawn with replacement. 2025-09-07T06:38:50.7829930Z If not, they are drawn without replacement, which means that when a 2025-09-07T06:38:50.7830060Z sample index is drawn for a row, it cannot be drawn again for that row. 2025-09-07T06:38:50.7830160Z generator (Generator): Generator used in sampling. 2025-09-07T06:38:50.7830200Z 2025-09-07T06:38:50.7830250Z Example: 2025-09-07T06:38:50.7830330Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:50.7830380Z >>> list( 2025-09-07T06:38:50.7830440Z ... WeightedRandomSampler( 2025-09-07T06:38:50.7830530Z ... [0.1, 0.9, 0.4, 0.7, 3.0, 0.6], 5, replacement=True 2025-09-07T06:38:50.7830580Z ... ) 2025-09-07T06:38:50.7830620Z ... ) 2025-09-07T06:38:50.7830660Z [4, 4, 1, 4, 5] 2025-09-07T06:38:50.7830710Z >>> list( 2025-09-07T06:38:50.7830770Z ... WeightedRandomSampler( 2025-09-07T06:38:50.7830860Z ... [0.9, 0.4, 0.05, 0.2, 0.3, 0.1], 5, replacement=False 2025-09-07T06:38:50.7830910Z ... ) 2025-09-07T06:38:50.7830950Z ... ) 2025-09-07T06:38:50.7831020Z [0, 1, 4, 3, 2] 2025-09-07T06:38:50.7831050Z 2025-09-07T06:38:50.7831200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7831240Z 2025-09-07T06:38:50.7831290Z warnings.warn(msg) 2025-09-07T06:38:50.7831330Z 2025-09-07T06:38:50.7831430Z --- Parse Warning: 120 / 146 --- 2025-09-07T06:38:50.7832120Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BatchSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/sampler.py line=300. 2025-09-07T06:38:50.7832280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7832380Z Wraps another sampler to yield a mini-batch of indices. 2025-09-07T06:38:50.7832420Z 2025-09-07T06:38:50.7832460Z Args: 2025-09-07T06:38:50.7832600Z sampler (Sampler or Iterable): Base sampler. Can be any iterable object 2025-09-07T06:38:50.7832670Z batch_size (int): Size of mini-batch. 2025-09-07T06:38:50.7832800Z drop_last (bool): If ``True``, the sampler will drop the last batch if 2025-09-07T06:38:50.7832880Z its size would be less than ``batch_size`` 2025-09-07T06:38:50.7832920Z 2025-09-07T06:38:50.7832960Z Example: 2025-09-07T06:38:50.7833000Z >>> list( 2025-09-07T06:38:50.7833060Z ... BatchSampler( 2025-09-07T06:38:50.7833180Z ... SequentialSampler(range(10)), batch_size=3, drop_last=False 2025-09-07T06:38:50.7833230Z ... ) 2025-09-07T06:38:50.7833270Z ... ) 2025-09-07T06:38:50.7833330Z [[0, 1, 2], [3, 4, 5], [6, 7, 8], [9]] 2025-09-07T06:38:50.7833370Z >>> list( 2025-09-07T06:38:50.7833540Z ... BatchSampler(SequentialSampler(range(10)), batch_size=3, drop_last=True) 2025-09-07T06:38:50.7833580Z ... ) 2025-09-07T06:38:50.7833640Z [[0, 1, 2], [3, 4, 5], [6, 7, 8]] 2025-09-07T06:38:50.7833680Z 2025-09-07T06:38:50.7833830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7833870Z 2025-09-07T06:38:50.7833920Z warnings.warn(msg) 2025-09-07T06:38:50.7833960Z 2025-09-07T06:38:50.7836860Z --- Parse Warning: 121 / 146 --- 2025-09-07T06:38:50.7837550Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=IterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/datapipe.py line=56. 2025-09-07T06:38:50.7837790Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7837830Z 2025-09-07T06:38:50.7837890Z Iterable-style DataPipe. 2025-09-07T06:38:50.7837930Z 2025-09-07T06:38:50.7838080Z All DataPipes that represent an iterable of data samples should subclass this. 2025-09-07T06:38:50.7838240Z This style of DataPipes is particularly useful when data come from a stream, or 2025-09-07T06:38:50.7838450Z when the number of samples is too large to fit them all in memory. ``IterDataPipe`` is lazily initialized and its 2025-09-07T06:38:50.7838630Z elements are computed only when ``next()`` is called on the iterator of an ``IterDataPipe``. 2025-09-07T06:38:50.7838670Z 2025-09-07T06:38:50.7838810Z All subclasses should overwrite :meth:`__iter__`, which would return an 2025-09-07T06:38:50.7839020Z iterator of samples in this DataPipe. Calling ``__iter__`` of an ``IterDataPipe`` automatically invokes its 2025-09-07T06:38:50.7839230Z method ``reset()``, which by default performs no operation. When writing a custom ``IterDataPipe``, users should 2025-09-07T06:38:50.7839400Z override ``reset()`` if necessary. The common usages include resetting buffers, pointers, 2025-09-07T06:38:50.7839550Z and various state variables within the custom ``IterDataPipe``. 2025-09-07T06:38:50.7839590Z 2025-09-07T06:38:50.7839630Z Note: 2025-09-07T06:38:50.7839760Z Only `one` iterator can be valid for each ``IterDataPipe`` at a time, 2025-09-07T06:38:50.7839990Z and the creation a second iterator will invalidate the first one. This constraint is necessary because 2025-09-07T06:38:50.7840210Z some ``IterDataPipe`` have internal buffers, whose states can become invalid if there are multiple iterators. 2025-09-07T06:38:50.7840370Z The code example below presents details on how this constraint looks in practice. 2025-09-07T06:38:50.7840590Z If you have any feedback related to this constraint, please see `GitHub IterDataPipe Single Iterator Issue`_. 2025-09-07T06:38:50.7840630Z 2025-09-07T06:38:50.7840800Z These DataPipes can be invoked in two ways, using the class constructor or applying their 2025-09-07T06:38:50.7841020Z functional form onto an existing ``IterDataPipe`` (recommended, available to most but not all DataPipes). 2025-09-07T06:38:50.7841210Z You can chain multiple `IterDataPipe` together to form a pipeline that will perform multiple 2025-09-07T06:38:50.7841260Z operations in succession. 2025-09-07T06:38:50.7841300Z 2025-09-07T06:38:50.7841390Z .. _GitHub IterDataPipe Single Iterator Issue: 2025-09-07T06:38:50.7841470Z https://github.com/pytorch/data/issues/45 2025-09-07T06:38:50.7841510Z 2025-09-07T06:38:50.7841550Z Note: 2025-09-07T06:38:50.7841690Z When a subclass is used with :class:`~torch.utils.data.DataLoader`, each 2025-09-07T06:38:50.7841850Z item in the DataPipe will be yielded from the :class:`~torch.utils.data.DataLoader` 2025-09-07T06:38:50.7841990Z iterator. When :attr:`num_workers > 0`, each worker process will have a 2025-09-07T06:38:50.7842180Z different copy of the DataPipe object, so it is often desired to configure 2025-09-07T06:38:50.7842330Z each copy independently to avoid having duplicate data returned from the 2025-09-07T06:38:50.7842480Z workers. :func:`~torch.utils.data.get_worker_info`, when called in a worker 2025-09-07T06:38:50.7842630Z process, returns information about the worker. It can be used in either the 2025-09-07T06:38:50.7842780Z dataset's :meth:`__iter__` method or the :class:`~torch.utils.data.DataLoader` 's 2025-09-07T06:38:50.7842890Z :attr:`worker_init_fn` option to modify each copy's behavior. 2025-09-07T06:38:50.7842930Z 2025-09-07T06:38:50.7842970Z Examples: 2025-09-07T06:38:50.7843020Z General Usage: 2025-09-07T06:38:50.7843100Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7843230Z >>> from torchdata.datapipes.iter import IterableWrapper, Mapper 2025-09-07T06:38:50.7843300Z >>> dp = IterableWrapper(range(10)) 2025-09-07T06:38:50.7843420Z >>> map_dp_1 = Mapper(dp, lambda x: x + 1) # Using class constructor 2025-09-07T06:38:50.7843480Z >>> map_dp_2 = dp.map( 2025-09-07T06:38:50.7843530Z ... lambda x: x + 1 2025-09-07T06:38:50.7843610Z ... ) # Using functional form (recommended) 2025-09-07T06:38:50.7843660Z >>> list(map_dp_1) 2025-09-07T06:38:50.7843720Z [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] 2025-09-07T06:38:50.7843770Z >>> list(map_dp_2) 2025-09-07T06:38:50.7843830Z [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] 2025-09-07T06:38:50.7843920Z >>> filter_dp = map_dp_1.filter(lambda x: x % 2 == 0) 2025-09-07T06:38:50.7843970Z >>> list(filter_dp) 2025-09-07T06:38:50.7844020Z [2, 4, 6, 8, 10] 2025-09-07T06:38:50.7844090Z Single Iterator Constraint Example: 2025-09-07T06:38:50.7844220Z >>> from torchdata.datapipes.iter import IterableWrapper, Mapper 2025-09-07T06:38:50.7844300Z >>> source_dp = IterableWrapper(range(10)) 2025-09-07T06:38:50.7844360Z >>> it1 = iter(source_dp) 2025-09-07T06:38:50.7844430Z >>> list(it1) 2025-09-07T06:38:50.7844480Z [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] 2025-09-07T06:38:50.7844540Z >>> it1 = iter(source_dp) 2025-09-07T06:38:50.7844590Z >>> it2 = iter( 2025-09-07T06:38:50.7844640Z ... source_dp 2025-09-07T06:38:50.7844760Z ... ) # The creation of a new iterator invalidates `it1` 2025-09-07T06:38:50.7844810Z >>> next(it2) 2025-09-07T06:38:50.7844850Z 0 2025-09-07T06:38:50.7844970Z >>> next(it1) # Further usage of `it1` will raise a `RunTimeError` 2025-09-07T06:38:50.7845010Z 2025-09-07T06:38:50.7845160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7845200Z 2025-09-07T06:38:50.7845260Z warnings.warn(msg) 2025-09-07T06:38:50.7845290Z 2025-09-07T06:38:50.7845410Z --- Parse Warning: 122 / 146 --- 2025-09-07T06:38:50.7846150Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FileOpenerIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/fileopener.py line=18. 2025-09-07T06:38:50.7846310Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7846350Z 2025-09-07T06:38:50.7846570Z Given pathnames, opens files and yield pathname and file stream in a tuple (functional name: ``open_files``). 2025-09-07T06:38:50.7846610Z 2025-09-07T06:38:50.7846650Z Args: 2025-09-07T06:38:50.7846750Z datapipe: Iterable datapipe that provides pathnames 2025-09-07T06:38:50.7846860Z mode: An optional string that specifies the mode in which 2025-09-07T06:38:50.7847020Z the file is opened by ``open()``. It defaults to ``r``, other options are 2025-09-07T06:38:50.7847120Z ``b`` for reading in binary mode and ``t`` for text mode. 2025-09-07T06:38:50.7847240Z encoding: An optional string that specifies the encoding of the 2025-09-07T06:38:50.7847400Z underlying file. It defaults to ``None`` to match the default encoding of ``open``. 2025-09-07T06:38:50.7847470Z length: Nominal length of the datapipe 2025-09-07T06:38:50.7847510Z 2025-09-07T06:38:50.7847550Z Note: 2025-09-07T06:38:50.7847720Z The opened file handles will be closed by Python's GC periodically. Users can choose 2025-09-07T06:38:50.7847780Z to close them explicitly. 2025-09-07T06:38:50.7847810Z 2025-09-07T06:38:50.7847880Z Example: 2025-09-07T06:38:50.7847930Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7848010Z >>> from torchdata.datapipes.iter import ( 2025-09-07T06:38:50.7848060Z ... FileLister, 2025-09-07T06:38:50.7848110Z ... FileOpener, 2025-09-07T06:38:50.7848160Z ... StreamReader, 2025-09-07T06:38:50.7848200Z ... ) 2025-09-07T06:38:50.7848330Z >>> dp = FileLister(root=".").filter(lambda fname: fname.endswith(".txt")) 2025-09-07T06:38:50.7848390Z >>> dp = FileOpener(dp) 2025-09-07T06:38:50.7848440Z >>> dp = StreamReader(dp) 2025-09-07T06:38:50.7848490Z >>> list(dp) 2025-09-07T06:38:50.7848540Z [('./abc.txt', 'abc')] 2025-09-07T06:38:50.7848580Z 2025-09-07T06:38:50.7848730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7848770Z 2025-09-07T06:38:50.7848820Z warnings.warn(msg) 2025-09-07T06:38:50.7848860Z 2025-09-07T06:38:50.7848960Z --- Parse Warning: 123 / 146 --- 2025-09-07T06:38:50.7849690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=GrouperIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/grouping.py line=155. 2025-09-07T06:38:50.7849910Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7849950Z 2025-09-07T06:38:50.7850190Z Groups data from IterDataPipe by keys from ``group_key_fn``, yielding a ``DataChunk`` with batch size up to ``group_size``. 2025-09-07T06:38:50.7850230Z 2025-09-07T06:38:50.7850310Z (functional name: ``groupby``). 2025-09-07T06:38:50.7850350Z 2025-09-07T06:38:50.7850580Z The samples are read sequentially from the source ``datapipe``, and a batch of samples belonging to the same group 2025-09-07T06:38:50.7850760Z will be yielded as soon as the size of the batch reaches ``group_size``. When the buffer is full, 2025-09-07T06:38:50.7850940Z the DataPipe will yield the largest batch with the same key, provided that its size is larger 2025-09-07T06:38:50.7851130Z than ``guaranteed_group_size``. If its size is smaller, it will be dropped if ``drop_remaining=True``. 2025-09-07T06:38:50.7851170Z 2025-09-07T06:38:50.7851400Z After iterating through the entirety of source ``datapipe``, everything not dropped due to the buffer capacity 2025-09-07T06:38:50.7851580Z will be yielded from the buffer, even if the group sizes are smaller than ``guaranteed_group_size``. 2025-09-07T06:38:50.7851630Z 2025-09-07T06:38:50.7851670Z Args: 2025-09-07T06:38:50.7851750Z datapipe: Iterable datapipe to be grouped 2025-09-07T06:38:50.7851910Z group_key_fn: Function used to generate group key from the data of the source datapipe 2025-09-07T06:38:50.7852060Z keep_key: Option to yield the matching key along with the items in a tuple, 2025-09-07T06:38:50.7852170Z resulting in `(key, [items])` otherwise returning [items] 2025-09-07T06:38:50.7852260Z buffer_size: The size of buffer for ungrouped data 2025-09-07T06:38:50.7852450Z group_size: The max size of each group, a batch is yielded as soon as it reaches this size 2025-09-07T06:38:50.7852660Z guaranteed_group_size: The guaranteed minimum group size to be yielded in case the buffer is full 2025-09-07T06:38:50.7852870Z drop_remaining: Specifies if the group smaller than ``guaranteed_group_size`` will be dropped from buffer 2025-09-07T06:38:50.7852920Z when the buffer is full 2025-09-07T06:38:50.7852970Z 2025-09-07T06:38:50.7853010Z Example: 2025-09-07T06:38:50.7853060Z >>> import os 2025-09-07T06:38:50.7853110Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7853220Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:50.7853270Z >>> def group_fn(file): 2025-09-07T06:38:50.7853380Z ... return os.path.basename(file).split(".")[0] 2025-09-07T06:38:50.7853450Z >>> source_dp = IterableWrapper( 2025-09-07T06:38:50.7853550Z ... ["a.png", "b.png", "a.json", "b.json", "a.jpg", "c.json"] 2025-09-07T06:38:50.7853590Z ... ) 2025-09-07T06:38:50.7853680Z >>> dp0 = source_dp.groupby(group_key_fn=group_fn) 2025-09-07T06:38:50.7853720Z >>> list(dp0) 2025-09-07T06:38:50.7853820Z [['a.png', 'a.json', 'a.jpg'], ['b.png', 'b.json'], ['c.json']] 2025-09-07T06:38:50.7853940Z >>> # A group is yielded as soon as its size equals to `group_size` 2025-09-07T06:38:50.7854050Z >>> dp1 = source_dp.groupby(group_key_fn=group_fn, group_size=2) 2025-09-07T06:38:50.7854100Z >>> list(dp1) 2025-09-07T06:38:50.7854200Z [['a.png', 'a.json'], ['b.png', 'b.json'], ['a.jpg'], ['c.json']] 2025-09-07T06:38:50.7854410Z >>> # Scenario where `buffer` is full, and group 'a' needs to be yielded since its size > `guaranteed_group_size` 2025-09-07T06:38:50.7854470Z >>> dp2 = source_dp.groupby( 2025-09-07T06:38:50.7854530Z ... group_key_fn=group_fn, 2025-09-07T06:38:50.7854580Z ... buffer_size=3, 2025-09-07T06:38:50.7854630Z ... group_size=3, 2025-09-07T06:38:50.7854690Z ... guaranteed_group_size=2, 2025-09-07T06:38:50.7854760Z ... ) 2025-09-07T06:38:50.7854800Z >>> list(dp2) 2025-09-07T06:38:50.7854900Z [['a.png', 'a.json'], ['b.png', 'b.json'], ['a.jpg'], ['c.json']] 2025-09-07T06:38:50.7854940Z 2025-09-07T06:38:50.7855090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7855130Z 2025-09-07T06:38:50.7855200Z warnings.warn(msg) 2025-09-07T06:38:50.7855240Z 2025-09-07T06:38:50.7855340Z --- Parse Warning: 124 / 146 --- 2025-09-07T06:38:50.7856090Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DemultiplexerIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py line=375. 2025-09-07T06:38:50.7856250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7856290Z 2025-09-07T06:38:50.7856550Z Splits the input DataPipe into multiple child DataPipes, using the given classification function (functional name: ``demux``). 2025-09-07T06:38:50.7856590Z 2025-09-07T06:38:50.7856710Z A list of the child DataPipes is returned from this operation. 2025-09-07T06:38:50.7856750Z 2025-09-07T06:38:50.7856790Z Args: 2025-09-07T06:38:50.7856870Z datapipe: Iterable DataPipe being filtered 2025-09-07T06:38:50.7856980Z num_instances: number of instances of the DataPipe to create 2025-09-07T06:38:50.7857200Z classifier_fn: a function that maps values to an integer within the range ``[0, num_instances - 1]`` or ``None`` 2025-09-07T06:38:50.7857400Z drop_none: defaults to ``False``, if ``True``, the function will skip over elements classified as ``None`` 2025-09-07T06:38:50.7857610Z buffer_size: this defines the maximum number of inputs that the buffer can hold across all child 2025-09-07T06:38:50.7857720Z DataPipes while waiting for their values to be yielded. 2025-09-07T06:38:50.7857830Z Defaults to ``1000``. Use ``-1`` for the unlimited buffer. 2025-09-07T06:38:50.7857870Z 2025-09-07T06:38:50.7857910Z Examples: 2025-09-07T06:38:50.7857990Z >>> # xdoctest: +REQUIRES(module:torchdata) 2025-09-07T06:38:50.7858100Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:50.7858150Z >>> def odd_or_even(n): 2025-09-07T06:38:50.7858200Z ... return n % 2 2025-09-07T06:38:50.7858280Z >>> source_dp = IterableWrapper(range(5)) 2025-09-07T06:38:50.7858410Z >>> dp1, dp2 = source_dp.demux(num_instances=2, classifier_fn=odd_or_even) 2025-09-07T06:38:50.7858470Z >>> list(dp1) 2025-09-07T06:38:50.7858510Z [0, 2, 4] 2025-09-07T06:38:50.7858560Z >>> list(dp2) 2025-09-07T06:38:50.7858600Z [1, 3] 2025-09-07T06:38:50.7858740Z >>> # It can also filter out any element that gets `None` from the `classifier_fn` 2025-09-07T06:38:50.7858810Z >>> def odd_or_even_no_zero(n): 2025-09-07T06:38:50.7858870Z ... return n % 2 if n != 0 else None 2025-09-07T06:38:50.7858940Z >>> dp1, dp2 = source_dp.demux( 2025-09-07T06:38:50.7859060Z ... num_instances=2, classifier_fn=odd_or_even_no_zero, drop_none=True 2025-09-07T06:38:50.7859110Z ... ) 2025-09-07T06:38:50.7859150Z >>> list(dp1) 2025-09-07T06:38:50.7859190Z [2, 4] 2025-09-07T06:38:50.7859230Z >>> list(dp2) 2025-09-07T06:38:50.7859280Z [1, 3] 2025-09-07T06:38:50.7859310Z 2025-09-07T06:38:50.7859470Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7859510Z 2025-09-07T06:38:50.7859560Z warnings.warn(msg) 2025-09-07T06:38:50.7859600Z 2025-09-07T06:38:50.7859700Z --- Parse Warning: 125 / 146 --- 2025-09-07T06:38:50.7860430Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MultiplexerIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py line=594. 2025-09-07T06:38:50.7860610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7860650Z 2025-09-07T06:38:50.7860850Z Yields one element at a time from each of the input Iterable DataPipes (functional name: ``mux``). 2025-09-07T06:38:50.7860900Z 2025-09-07T06:38:50.7861100Z As in, one element from the 1st input DataPipe, then one element from the 2nd DataPipe in the next iteration, 2025-09-07T06:38:50.7861220Z and so on. It ends when the shortest input DataPipe is exhausted. 2025-09-07T06:38:50.7861260Z 2025-09-07T06:38:50.7861300Z Args: 2025-09-07T06:38:50.7861540Z datapipes: Iterable DataPipes that will take turn to yield their elements, until the shortest DataPipe is exhausted 2025-09-07T06:38:50.7861580Z 2025-09-07T06:38:50.7861620Z Example: 2025-09-07T06:38:50.7861700Z >>> # xdoctest: +REQUIRES(module:torchdata) 2025-09-07T06:38:50.7861810Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:50.7861860Z >>> dp1, dp2, dp3 = ( 2025-09-07T06:38:50.7861930Z ... IterableWrapper(range(3)), 2025-09-07T06:38:50.7862000Z ... IterableWrapper(range(10, 15)), 2025-09-07T06:38:50.7862070Z ... IterableWrapper(range(20, 25)), 2025-09-07T06:38:50.7862110Z ... ) 2025-09-07T06:38:50.7862170Z >>> list(dp1.mux(dp2, dp3)) 2025-09-07T06:38:50.7862220Z [0, 10, 20, 1, 11, 21, 2, 12, 22] 2025-09-07T06:38:50.7862260Z 2025-09-07T06:38:50.7862410Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7862450Z 2025-09-07T06:38:50.7862500Z warnings.warn(msg) 2025-09-07T06:38:50.7862580Z 2025-09-07T06:38:50.7862690Z --- Parse Warning: 126 / 146 --- 2025-09-07T06:38:50.7863410Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ZipperIterDataPipe in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py line=665. 2025-09-07T06:38:50.7863560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7863600Z 2025-09-07T06:38:50.7863790Z Aggregates elements into a tuple from each of the input DataPipes (functional name: ``zip``). 2025-09-07T06:38:50.7863830Z 2025-09-07T06:38:50.7864000Z The output is stopped as soon as the shortest input DataPipe is exhausted. 2025-09-07T06:38:50.7864040Z 2025-09-07T06:38:50.7864080Z Args: 2025-09-07T06:38:50.7864170Z *datapipes: Iterable DataPipes being aggregated 2025-09-07T06:38:50.7864210Z 2025-09-07T06:38:50.7864250Z Example: 2025-09-07T06:38:50.7864320Z >>> # xdoctest: +REQUIRES(module:torchdata) 2025-09-07T06:38:50.7864430Z >>> from torchdata.datapipes.iter import IterableWrapper 2025-09-07T06:38:50.7864480Z >>> dp1, dp2, dp3 = ( 2025-09-07T06:38:50.7864540Z ... IterableWrapper(range(5)), 2025-09-07T06:38:50.7864610Z ... IterableWrapper(range(10, 15)), 2025-09-07T06:38:50.7864680Z ... IterableWrapper(range(20, 25)), 2025-09-07T06:38:50.7864720Z ... ) 2025-09-07T06:38:50.7864780Z >>> list(dp1.zip(dp2, dp3)) 2025-09-07T06:38:50.7864860Z [(0, 10, 20), (1, 11, 21), (2, 12, 22), (3, 13, 23), (4, 14, 24)] 2025-09-07T06:38:50.7864900Z 2025-09-07T06:38:50.7865050Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7865100Z 2025-09-07T06:38:50.7865150Z warnings.warn(msg) 2025-09-07T06:38:50.7865190Z 2025-09-07T06:38:50.7865290Z --- Parse Warning: 127 / 146 --- 2025-09-07T06:38:50.7865960Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_close in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_comparison.py line=1331. 2025-09-07T06:38:50.7866140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7866240Z Asserts that ``actual`` and ``expected`` are close. 2025-09-07T06:38:50.7866280Z 2025-09-07T06:38:50.7866500Z If ``actual`` and ``expected`` are strided, non-quantized, real-valued, and finite, they are considered close if 2025-09-07T06:38:50.7866540Z 2025-09-07T06:38:50.7866590Z .. math:: 2025-09-07T06:38:50.7866630Z 2025-09-07T06:38:50.7866840Z \lvert \text{actual} - \text{expected} \rvert \le \texttt{atol} + \texttt{rtol} \cdot \lvert \text{expected} \rvert 2025-09-07T06:38:50.7866880Z 2025-09-07T06:38:50.7867090Z Non-finite values (``-inf`` and ``inf``) are only considered close if and only if they are equal. ``NaN``'s are 2025-09-07T06:38:50.7867210Z only considered equal to each other if ``equal_nan`` is ``True``. 2025-09-07T06:38:50.7867250Z 2025-09-07T06:38:50.7867370Z In addition, they are only considered close if they have the same 2025-09-07T06:38:50.7867410Z 2025-09-07T06:38:50.7867540Z - :attr:`~torch.Tensor.device` (if ``check_device`` is ``True``), 2025-09-07T06:38:50.7867620Z - ``dtype`` (if ``check_dtype`` is ``True``), 2025-09-07T06:38:50.7867700Z - ``layout`` (if ``check_layout`` is ``True``), and 2025-09-07T06:38:50.7867780Z - stride (if ``check_stride`` is ``True``). 2025-09-07T06:38:50.7867820Z 2025-09-07T06:38:50.7868000Z If either ``actual`` or ``expected`` is a meta tensor, only the attribute checks will be performed. 2025-09-07T06:38:50.7868060Z 2025-09-07T06:38:50.7868270Z If ``actual`` and ``expected`` are sparse (either having COO, CSR, CSC, BSR, or BSC layout), their strided members are 2025-09-07T06:38:50.7868500Z checked individually. Indices, namely ``indices`` for COO, ``crow_indices`` and ``col_indices`` for CSR and BSR, 2025-09-07T06:38:50.7868640Z or ``ccol_indices`` and ``row_indices`` for CSC and BSC layouts, respectively, 2025-09-07T06:38:50.7868860Z are always checked for equality whereas the values are checked for closeness according to the definition above. 2025-09-07T06:38:50.7868900Z 2025-09-07T06:38:50.7869070Z If ``actual`` and ``expected`` are quantized, they are considered close if they have the same 2025-09-07T06:38:50.7869310Z :meth:`~torch.Tensor.qscheme` and the result of :meth:`~torch.Tensor.dequantize` is close according to the 2025-09-07T06:38:50.7869360Z definition above. 2025-09-07T06:38:50.7869400Z 2025-09-07T06:38:50.7869580Z ``actual`` and ``expected`` can be :class:`~torch.Tensor`'s or any tensor-or-scalar-likes from which 2025-09-07T06:38:50.7869810Z :class:`torch.Tensor`'s can be constructed with :func:`torch.as_tensor`. Except for Python scalars the input types 2025-09-07T06:38:50.7870030Z have to be directly related. In addition, ``actual`` and ``expected`` can be :class:`~collections.abc.Sequence`'s 2025-09-07T06:38:50.7870250Z or :class:`~collections.abc.Mapping`'s in which case they are considered close if their structure matches and all 2025-09-07T06:38:50.7870390Z their elements are considered close according to the above definition. 2025-09-07T06:38:50.7870430Z 2025-09-07T06:38:50.7870470Z .. note:: 2025-09-07T06:38:50.7870510Z 2025-09-07T06:38:50.7870710Z Python scalars are an exception to the type relation requirement, because their :func:`type`, i.e. 2025-09-07T06:38:50.7870910Z :class:`int`, :class:`float`, and :class:`complex`, is equivalent to the ``dtype`` of a tensor-like. Thus, 2025-09-07T06:38:50.7871080Z Python scalars of different types can be checked, but require ``check_dtype=False``. 2025-09-07T06:38:50.7871150Z 2025-09-07T06:38:50.7871190Z Args: 2025-09-07T06:38:50.7871250Z actual (Any): Actual input. 2025-09-07T06:38:50.7871320Z expected (Any): Expected input. 2025-09-07T06:38:50.7871550Z allow_subclasses (bool): If ``True`` (default) and except for Python scalars, inputs of directly related types 2025-09-07T06:38:50.7871650Z are allowed. Otherwise type equality is required. 2025-09-07T06:38:50.7871870Z rtol (Optional[float]): Relative tolerance. If specified ``atol`` must also be specified. If omitted, default 2025-09-07T06:38:50.7872030Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-09-07T06:38:50.7872240Z atol (Optional[float]): Absolute tolerance. If specified ``rtol`` must also be specified. If omitted, default 2025-09-07T06:38:50.7872400Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-09-07T06:38:50.7872550Z equal_nan (Union[bool, str]): If ``True``, two ``NaN`` values will be considered equal. 2025-09-07T06:38:50.7872730Z check_device (bool): If ``True`` (default), asserts that corresponding tensors are on the same 2025-09-07T06:38:50.7872880Z :attr:`~torch.Tensor.device`. If this check is disabled, tensors on different 2025-09-07T06:38:50.7873020Z :attr:`~torch.Tensor.device`'s are moved to the CPU before being compared. 2025-09-07T06:38:50.7873230Z check_dtype (bool): If ``True`` (default), asserts that corresponding tensors have the same ``dtype``. If this 2025-09-07T06:38:50.7873440Z check is disabled, tensors with different ``dtype``'s are promoted to a common ``dtype`` (according to 2025-09-07T06:38:50.7873560Z :func:`torch.promote_types`) before being compared. 2025-09-07T06:38:50.7873770Z check_layout (bool): If ``True`` (default), asserts that corresponding tensors have the same ``layout``. If this 2025-09-07T06:38:50.7873970Z check is disabled, tensors with different ``layout``'s are converted to strided tensors before being 2025-09-07T06:38:50.7874020Z compared. 2025-09-07T06:38:50.7874240Z check_stride (bool): If ``True`` and corresponding tensors are strided, asserts that they have the same stride. 2025-09-07T06:38:50.7874450Z msg (Optional[Union[str, Callable[[str], str]]]): Optional error message to use in case a failure occurs during 2025-09-07T06:38:50.7874650Z the comparison. Can also passed as callable in which case it will be called with the generated message and 2025-09-07T06:38:50.7874750Z should return the new message. 2025-09-07T06:38:50.7874780Z 2025-09-07T06:38:50.7874830Z Raises: 2025-09-07T06:38:50.7874970Z ValueError: If no :class:`torch.Tensor` can be constructed from an input. 2025-09-07T06:38:50.7875080Z ValueError: If only ``rtol`` or ``atol`` is specified. 2025-09-07T06:38:50.7875270Z AssertionError: If corresponding inputs are not Python scalars and are not directly related. 2025-09-07T06:38:50.7875490Z AssertionError: If ``allow_subclasses`` is ``False``, but corresponding inputs are not Python scalars and have 2025-09-07T06:38:50.7875540Z different types. 2025-09-07T06:38:50.7875760Z AssertionError: If the inputs are :class:`~collections.abc.Sequence`'s, but their length does not match. 2025-09-07T06:38:50.7875970Z AssertionError: If the inputs are :class:`~collections.abc.Mapping`'s, but their set of keys do not match. 2025-09-07T06:38:50.7876160Z AssertionError: If corresponding tensors do not have the same :attr:`~torch.Tensor.shape`. 2025-09-07T06:38:50.7876340Z AssertionError: If ``check_layout`` is ``True``, but corresponding tensors do not have the same 2025-09-07T06:38:50.7876460Z :attr:`~torch.Tensor.layout`. 2025-09-07T06:38:50.7876590Z AssertionError: If only one of corresponding tensors is quantized. 2025-09-07T06:38:50.7876820Z AssertionError: If corresponding tensors are quantized, but have different :meth:`~torch.Tensor.qscheme`'s. 2025-09-07T06:38:50.7877010Z AssertionError: If ``check_device`` is ``True``, but corresponding tensors are not on the same 2025-09-07T06:38:50.7877080Z :attr:`~torch.Tensor.device`. 2025-09-07T06:38:50.7877280Z AssertionError: If ``check_dtype`` is ``True``, but corresponding tensors do not have the same ``dtype``. 2025-09-07T06:38:50.7877490Z AssertionError: If ``check_stride`` is ``True``, but corresponding strided tensors do not have the same stride. 2025-09-07T06:38:50.7877710Z AssertionError: If the values of corresponding tensors are not close according to the definition above. 2025-09-07T06:38:50.7877750Z 2025-09-07T06:38:50.7877960Z The following table displays the default ``rtol`` and ``atol`` for different ``dtype``'s. In case of mismatching 2025-09-07T06:38:50.7878050Z ``dtype``'s, the maximum of both tolerances is used. 2025-09-07T06:38:50.7878100Z 2025-09-07T06:38:50.7878180Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7878260Z | ``dtype`` | ``rtol`` | ``atol`` | 2025-09-07T06:38:50.7878330Z +===========================+============+==========+ 2025-09-07T06:38:50.7878420Z | :attr:`~torch.float16` | ``1e-3`` | ``1e-5`` | 2025-09-07T06:38:50.7878490Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7878580Z | :attr:`~torch.bfloat16` | ``1.6e-2`` | ``1e-5`` | 2025-09-07T06:38:50.7878650Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7878770Z | :attr:`~torch.float32` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7878850Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7878930Z | :attr:`~torch.float64` | ``1e-7`` | ``1e-7`` | 2025-09-07T06:38:50.7879010Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7879090Z | :attr:`~torch.complex32` | ``1e-3`` | ``1e-5`` | 2025-09-07T06:38:50.7879170Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7879250Z | :attr:`~torch.complex64` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7879320Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7879410Z | :attr:`~torch.complex128` | ``1e-7`` | ``1e-7`` | 2025-09-07T06:38:50.7879500Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7879580Z | :attr:`~torch.quint8` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7879660Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7879740Z | :attr:`~torch.quint2x4` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7879820Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7879900Z | :attr:`~torch.quint4x2` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7879970Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7880050Z | :attr:`~torch.qint8` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7880130Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7880210Z | :attr:`~torch.qint32` | ``1.3e-6`` | ``1e-5`` | 2025-09-07T06:38:50.7880290Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7880360Z | other | ``0.0`` | ``0.0`` | 2025-09-07T06:38:50.7880440Z +---------------------------+------------+----------+ 2025-09-07T06:38:50.7880470Z 2025-09-07T06:38:50.7880520Z .. note:: 2025-09-07T06:38:50.7880560Z 2025-09-07T06:38:50.7880780Z :func:`~torch.testing.assert_close` is highly configurable with strict default settings. Users are encouraged 2025-09-07T06:38:50.7881010Z to :func:`~functools.partial` it to fit their use case. For example, if an equality check is needed, one might 2025-09-07T06:38:50.7881170Z define an ``assert_equal`` that uses zero tolerances for every ``dtype`` by default: 2025-09-07T06:38:50.7881220Z 2025-09-07T06:38:50.7881280Z >>> import functools 2025-09-07T06:38:50.7881440Z >>> assert_equal = functools.partial(torch.testing.assert_close, rtol=0, atol=0) 2025-09-07T06:38:50.7881500Z >>> assert_equal(1e-9, 1e-10) 2025-09-07T06:38:50.7881570Z Traceback (most recent call last): 2025-09-07T06:38:50.7881610Z ... 2025-09-07T06:38:50.7881690Z AssertionError: Scalars are not equal! 2025-09-07T06:38:50.7881730Z 2025-09-07T06:38:50.7881800Z Expected 1e-10 but got 1e-09. 2025-09-07T06:38:50.7881870Z Absolute difference: 9.000000000000001e-10 2025-09-07T06:38:50.7881930Z Relative difference: 9.0 2025-09-07T06:38:50.7881970Z 2025-09-07T06:38:50.7882010Z Examples: 2025-09-07T06:38:50.7882080Z >>> # tensor to tensor comparison 2025-09-07T06:38:50.7882160Z >>> expected = torch.tensor([1e0, 1e-1, 1e-2]) 2025-09-07T06:38:50.7882240Z >>> actual = torch.acos(torch.cos(expected)) 2025-09-07T06:38:50.7882320Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:50.7882370Z 2025-09-07T06:38:50.7882430Z >>> # scalar to scalar comparison 2025-09-07T06:38:50.7882480Z >>> import math 2025-09-07T06:38:50.7882540Z >>> expected = math.sqrt(2.0) 2025-09-07T06:38:50.7882600Z >>> actual = 2.0 / math.sqrt(2.0) 2025-09-07T06:38:50.7882750Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:50.7882790Z 2025-09-07T06:38:50.7882870Z >>> # numpy array to numpy array comparison 2025-09-07T06:38:50.7882920Z >>> import numpy as np 2025-09-07T06:38:50.7883000Z >>> expected = np.array([1e0, 1e-1, 1e-2]) 2025-09-07T06:38:50.7883070Z >>> actual = np.arccos(np.cos(expected)) 2025-09-07T06:38:50.7883160Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:50.7883200Z 2025-09-07T06:38:50.7883270Z >>> # sequence to sequence comparison 2025-09-07T06:38:50.7883330Z >>> import numpy as np 2025-09-07T06:38:50.7883480Z >>> # The types of the sequences do not have to match. They only have to have the same 2025-09-07T06:38:50.7883590Z >>> # length and their elements have to match. 2025-09-07T06:38:50.7883690Z >>> expected = [torch.tensor([1.0]), 2.0, np.array(3.0)] 2025-09-07T06:38:50.7883750Z >>> actual = tuple(expected) 2025-09-07T06:38:50.7883840Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:50.7883880Z 2025-09-07T06:38:50.7883950Z >>> # mapping to mapping comparison 2025-09-07T06:38:50.7884020Z >>> from collections import OrderedDict 2025-09-07T06:38:50.7884080Z >>> import numpy as np 2025-09-07T06:38:50.7884140Z >>> foo = torch.tensor(1.0) 2025-09-07T06:38:50.7884180Z >>> bar = 2.0 2025-09-07T06:38:50.7884240Z >>> baz = np.array(3.0) 2025-09-07T06:38:50.7884390Z >>> # The types and a possible ordering of mappings do not have to match. They only 2025-09-07T06:38:50.7884520Z >>> # have to have the same set of keys and their elements have to match. 2025-09-07T06:38:50.7884640Z >>> expected = OrderedDict([("foo", foo), ("bar", bar), ("baz", baz)]) 2025-09-07T06:38:50.7884730Z >>> actual = {"baz": baz, "bar": bar, "foo": foo} 2025-09-07T06:38:50.7884820Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:50.7884860Z 2025-09-07T06:38:50.7884950Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-09-07T06:38:50.7885010Z >>> actual = expected.clone() 2025-09-07T06:38:50.7885110Z >>> # By default, directly related instances can be compared 2025-09-07T06:38:50.7885250Z >>> torch.testing.assert_close(torch.nn.Parameter(actual), expected) 2025-09-07T06:38:50.7885390Z >>> # This check can be made more strict with allow_subclasses=False 2025-09-07T06:38:50.7885460Z >>> torch.testing.assert_close( 2025-09-07T06:38:50.7885580Z ... torch.nn.Parameter(actual), expected, allow_subclasses=False 2025-09-07T06:38:50.7885620Z ... ) 2025-09-07T06:38:50.7885690Z Traceback (most recent call last): 2025-09-07T06:38:50.7885730Z ... 2025-09-07T06:38:50.7885860Z TypeError: No comparison pair was able to handle inputs of type 2025-09-07T06:38:50.7885990Z and . 2025-09-07T06:38:50.7886130Z >>> # If the inputs are not directly related, they are never considered close 2025-09-07T06:38:50.7886240Z >>> torch.testing.assert_close(actual.numpy(), expected) 2025-09-07T06:38:50.7886310Z Traceback (most recent call last): 2025-09-07T06:38:50.7886350Z ... 2025-09-07T06:38:50.7886530Z TypeError: No comparison pair was able to handle inputs of type 2025-09-07T06:38:50.7886590Z and . 2025-09-07T06:38:50.7886750Z >>> # Exceptions to these rules are Python scalars. They can be checked regardless of 2025-09-07T06:38:50.7886820Z >>> # their type if check_dtype=False. 2025-09-07T06:38:50.7886930Z >>> torch.testing.assert_close(1.0, 1, check_dtype=False) 2025-09-07T06:38:50.7886960Z 2025-09-07T06:38:50.7887040Z >>> # NaN != NaN by default. 2025-09-07T06:38:50.7887120Z >>> expected = torch.tensor(float("Nan")) 2025-09-07T06:38:50.7887190Z >>> actual = expected.clone() 2025-09-07T06:38:50.7887270Z >>> torch.testing.assert_close(actual, expected) 2025-09-07T06:38:50.7887340Z Traceback (most recent call last): 2025-09-07T06:38:50.7887380Z ... 2025-09-07T06:38:50.7887450Z AssertionError: Scalars are not close! 2025-09-07T06:38:50.7887500Z 2025-09-07T06:38:50.7887560Z Expected nan but got nan. 2025-09-07T06:38:50.7887650Z Absolute difference: nan (up to 1e-05 allowed) 2025-09-07T06:38:50.7887730Z Relative difference: nan (up to 1.3e-06 allowed) 2025-09-07T06:38:50.7887880Z >>> torch.testing.assert_close(actual, expected, equal_nan=True) 2025-09-07T06:38:50.7887920Z 2025-09-07T06:38:50.7887990Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-09-07T06:38:50.7888070Z >>> actual = torch.tensor([1.0, 4.0, 5.0]) 2025-09-07T06:38:50.7888160Z >>> # The default error message can be overwritten. 2025-09-07T06:38:50.7888220Z >>> torch.testing.assert_close( 2025-09-07T06:38:50.7888330Z ... actual, expected, msg="Argh, the tensors are not close!" 2025-09-07T06:38:50.7888370Z ... ) 2025-09-07T06:38:50.7888440Z Traceback (most recent call last): 2025-09-07T06:38:50.7888480Z ... 2025-09-07T06:38:50.7888570Z AssertionError: Argh, the tensors are not close! 2025-09-07T06:38:50.7888710Z >>> # If msg is a callable, it can be used to augment the generated message with 2025-09-07T06:38:50.7888770Z >>> # extra information 2025-09-07T06:38:50.7888830Z >>> torch.testing.assert_close( 2025-09-07T06:38:50.7888950Z ... actual, expected, msg=lambda msg: f"Header\n\n{msg}\n\nFooter" 2025-09-07T06:38:50.7889000Z ... ) 2025-09-07T06:38:50.7889060Z Traceback (most recent call last): 2025-09-07T06:38:50.7889100Z ... 2025-09-07T06:38:50.7889190Z AssertionError: Header 2025-09-07T06:38:50.7889240Z 2025-09-07T06:38:50.7889300Z Tensor-likes are not close! 2025-09-07T06:38:50.7889340Z 2025-09-07T06:38:50.7889410Z Mismatched elements: 2 / 3 (66.7%) 2025-09-07T06:38:50.7889560Z Greatest absolute difference: 2.0 at index (1,) (up to 1e-05 allowed) 2025-09-07T06:38:50.7889700Z Greatest relative difference: 1.0 at index (1,) (up to 1.3e-06 allowed) 2025-09-07T06:38:50.7889750Z 2025-09-07T06:38:50.7889790Z Footer 2025-09-07T06:38:50.7889830Z 2025-09-07T06:38:50.7889980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7890020Z 2025-09-07T06:38:50.7890070Z warnings.warn(msg) 2025-09-07T06:38:50.7890110Z 2025-09-07T06:38:50.7890220Z --- Parse Warning: 128 / 146 --- 2025-09-07T06:38:50.7890860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=triton_op in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/triton.py line=96. 2025-09-07T06:38:50.7891020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7891170Z Create a custom operator whose implementation is backed by 1+ triton kernels. 2025-09-07T06:38:50.7891210Z 2025-09-07T06:38:50.7891330Z This is a more structured way of using triton kernels with PyTorch. 2025-09-07T06:38:50.7891490Z Prefer using triton kernels with no ``torch.library`` custom operator wrappers 2025-09-07T06:38:50.7891640Z (like :func:`torch.library.custom_op`, :func:`torch.library.triton_op`) because 2025-09-07T06:38:50.7891690Z that is simpler; 2025-09-07T06:38:50.7891860Z only use :func:`torch.library.custom_op`/:func:`torch.library.triton_op` if you 2025-09-07T06:38:50.7892010Z want to create an operator that behaves like PyTorch built-in operators. 2025-09-07T06:38:50.7892140Z For example, you may use a ``torch.library`` wrapper API to define the 2025-09-07T06:38:50.7892270Z behavior of the triton kernel when passed a tensor subclass or under 2025-09-07T06:38:50.7892330Z a TorchDispatchMode. 2025-09-07T06:38:50.7894990Z 2025-09-07T06:38:50.7895150Z Use :func:`torch.library.triton_op` instead of :func:`torch.library.custom_op` 2025-09-07T06:38:50.7895210Z when the implementation 2025-09-07T06:38:50.7895340Z consists of 1+ triton kernels. :func:`torch.library.custom_op` treats 2025-09-07T06:38:50.7895540Z custom operators as opaque (:func:`torch.compile` and 2025-09-07T06:38:50.7895690Z :func:`torch.export.export` will never trace into them), but ``triton_op`` 2025-09-07T06:38:50.7895820Z makes the implementation visible to these subsystems, allowing them 2025-09-07T06:38:50.7895890Z to optimize the triton kernel(s). 2025-09-07T06:38:50.7895920Z 2025-09-07T06:38:50.7896040Z Note that ``fn`` must only consist of calls to PyTorch-understood 2025-09-07T06:38:50.7896180Z operators and triton kernels. Any triton kernels called inside ``fn`` 2025-09-07T06:38:50.7896290Z must be wrapped in a call to :func:`torch.library.wrap_triton`. 2025-09-07T06:38:50.7896330Z 2025-09-07T06:38:50.7896370Z Args: 2025-09-07T06:38:50.7896520Z name (str): A name for the custom op that looks like "{namespace}::{name}", 2025-09-07T06:38:50.7896640Z e.g. "mylib::my_linear". The name is used as the op's stable identifier 2025-09-07T06:38:50.7896750Z in PyTorch subsystems (e.g. torch.export, FX graphs). 2025-09-07T06:38:50.7896890Z To avoid name collisions, please use your project name as the namespace; 2025-09-07T06:38:50.7897020Z e.g. all custom ops in pytorch/fbgemm use "fbgemm" as the namespace. 2025-09-07T06:38:50.7897210Z mutates_args (Iterable[str] or "unknown"): The names of args that the function mutates. 2025-09-07T06:38:50.7897360Z This MUST be accurate, otherwise, the behavior is undefined. If "unknown", 2025-09-07T06:38:50.7897510Z it pessimistically assumes that all inputs to the operator are being mutated. 2025-09-07T06:38:50.7897650Z schema (None | str): A schema string for the operator. If None 2025-09-07T06:38:50.7897780Z (recommended) we'll infer a schema for the operator from its type 2025-09-07T06:38:50.7897910Z annotations. We recommend letting us infer a schema unless you 2025-09-07T06:38:50.7897970Z have a specific reason not to. 2025-09-07T06:38:50.7898070Z Example: "(Tensor x, int y) -> (Tensor, Tensor)". 2025-09-07T06:38:50.7898110Z 2025-09-07T06:38:50.7898160Z Example:: 2025-09-07T06:38:50.7898190Z 2025-09-07T06:38:50.7898280Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-09-07T06:38:50.7898330Z >>> import torch 2025-09-07T06:38:50.7898430Z >>> from torch.library import triton_op, wrap_triton 2025-09-07T06:38:50.7898470Z >>> 2025-09-07T06:38:50.7898520Z >>> import triton 2025-09-07T06:38:50.7898590Z >>> from triton import language as tl 2025-09-07T06:38:50.7898630Z >>> 2025-09-07T06:38:50.7898680Z >>> @triton.jit 2025-09-07T06:38:50.7898740Z >>> def add_kernel( 2025-09-07T06:38:50.7898780Z >>> in_ptr0, 2025-09-07T06:38:50.7898830Z >>> in_ptr1, 2025-09-07T06:38:50.7898880Z >>> out_ptr, 2025-09-07T06:38:50.7898930Z >>> n_elements, 2025-09-07T06:38:50.7899000Z >>> BLOCK_SIZE: "tl.constexpr", 2025-09-07T06:38:50.7899040Z >>> ): 2025-09-07T06:38:50.7899120Z >>> pid = tl.program_id(axis=0) 2025-09-07T06:38:50.7899200Z >>> block_start = pid * BLOCK_SIZE 2025-09-07T06:38:50.7899290Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-09-07T06:38:50.7899350Z >>> mask = offsets < n_elements 2025-09-07T06:38:50.7899430Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-09-07T06:38:50.7899510Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-09-07T06:38:50.7899560Z >>> output = x + y 2025-09-07T06:38:50.7899660Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-09-07T06:38:50.7899700Z >>> 2025-09-07T06:38:50.7899780Z >>> @triton_op("mylib::add", mutates_args={}) 2025-09-07T06:38:50.7899900Z >>> def add(x: torch.Tensor, y: torch.Tensor) -> torch.Tensor: 2025-09-07T06:38:50.7899970Z >>> output = torch.empty_like(x) 2025-09-07T06:38:50.7900040Z >>> n_elements = output.numel() 2025-09-07T06:38:50.7900080Z >>> 2025-09-07T06:38:50.7900140Z >>> def grid(meta): 2025-09-07T06:38:50.7900240Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-09-07T06:38:50.7900280Z >>> 2025-09-07T06:38:50.7900400Z >>> # NB: we need to wrap the triton kernel in a call to wrap_triton 2025-09-07T06:38:50.7900510Z >>> wrap_triton(add_kernel)[grid](x, y, output, n_elements, 16) 2025-09-07T06:38:50.7900570Z >>> return output 2025-09-07T06:38:50.7900610Z >>> 2025-09-07T06:38:50.7900660Z >>> @torch.compile 2025-09-07T06:38:50.7900710Z >>> def f(x, y): 2025-09-07T06:38:50.7900760Z >>> return add(x, y) 2025-09-07T06:38:50.7900810Z >>> 2025-09-07T06:38:50.7900870Z >>> x = torch.randn(3, device="cuda") 2025-09-07T06:38:50.7900940Z >>> y = torch.randn(3, device="cuda") 2025-09-07T06:38:50.7900990Z >>> 2025-09-07T06:38:50.7901030Z >>> z = f(x, y) 2025-09-07T06:38:50.7901120Z >>> assert torch.allclose(z, x + y) 2025-09-07T06:38:50.7901160Z 2025-09-07T06:38:50.7901200Z 2025-09-07T06:38:50.7901350Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7901390Z 2025-09-07T06:38:50.7901440Z warnings.warn(msg) 2025-09-07T06:38:50.7901480Z 2025-09-07T06:38:50.7901610Z --- Parse Warning: 129 / 146 --- 2025-09-07T06:38:50.7902290Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=wrap_triton in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/triton.py line=296. 2025-09-07T06:38:50.7902450Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7902560Z Allows capture of a triton kernel into a graph via make_fx or 2025-09-07T06:38:50.7902620Z non-strict ``torch.export``. 2025-09-07T06:38:50.7902670Z 2025-09-07T06:38:50.7902780Z These technologies perform Dispatcher-based tracing (via 2025-09-07T06:38:50.7902900Z ``__torch_dispatch__``) and cannot see calls to raw triton kernels. 2025-09-07T06:38:50.7903020Z The ``wrap_triton`` API wraps a triton kernel into a callable that 2025-09-07T06:38:50.7903090Z can actually be traced into a graph. 2025-09-07T06:38:50.7903130Z 2025-09-07T06:38:50.7903250Z Please use this API together with :func:`torch.library.triton_op`. 2025-09-07T06:38:50.7903290Z 2025-09-07T06:38:50.7903340Z Examples: 2025-09-07T06:38:50.7903380Z 2025-09-07T06:38:50.7903430Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7903480Z >>> import torch 2025-09-07T06:38:50.7903530Z >>> import triton 2025-09-07T06:38:50.7903650Z >>> from triton import language as tl 2025-09-07T06:38:50.7903760Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-09-07T06:38:50.7903840Z >>> from torch.library import wrap_triton 2025-09-07T06:38:50.7903890Z >>> 2025-09-07T06:38:50.7903930Z >>> @triton.jit 2025-09-07T06:38:50.7903990Z >>> def add_kernel( 2025-09-07T06:38:50.7904030Z >>> in_ptr0, 2025-09-07T06:38:50.7904080Z >>> in_ptr1, 2025-09-07T06:38:50.7904130Z >>> out_ptr, 2025-09-07T06:38:50.7904180Z >>> n_elements, 2025-09-07T06:38:50.7904240Z >>> BLOCK_SIZE: "tl.constexpr", 2025-09-07T06:38:50.7904290Z >>> ): 2025-09-07T06:38:50.7904400Z >>> pid = tl.program_id(axis=0) 2025-09-07T06:38:50.7904470Z >>> block_start = pid * BLOCK_SIZE 2025-09-07T06:38:50.7904560Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-09-07T06:38:50.7904630Z >>> mask = offsets < n_elements 2025-09-07T06:38:50.7904710Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-09-07T06:38:50.7904790Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-09-07T06:38:50.7904840Z >>> output = x + y 2025-09-07T06:38:50.7904930Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-09-07T06:38:50.7904970Z >>> 2025-09-07T06:38:50.7905020Z >>> def add(x, y): 2025-09-07T06:38:50.7905090Z >>> output = torch.empty_like(x) 2025-09-07T06:38:50.7905150Z >>> n_elements = output.numel() 2025-09-07T06:38:50.7905200Z >>> 2025-09-07T06:38:50.7905250Z >>> def grid_fn(meta): 2025-09-07T06:38:50.7905360Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-09-07T06:38:50.7905400Z >>> 2025-09-07T06:38:50.7905520Z >>> wrap_triton(add_kernel)[grid_fn](x, y, output, n_elements, 16) 2025-09-07T06:38:50.7905570Z >>> return output 2025-09-07T06:38:50.7905630Z >>> 2025-09-07T06:38:50.7905700Z >>> x = torch.randn(3, device="cuda") 2025-09-07T06:38:50.7905760Z >>> y = torch.randn(3, device="cuda") 2025-09-07T06:38:50.7905820Z >>> gm = make_fx(add)(x, y) 2025-09-07T06:38:50.7905870Z >>> print(gm.code) 2025-09-07T06:38:50.7905940Z >>> # def forward(self, x_1, y_1): 2025-09-07T06:38:50.7906110Z >>> # empty_like = torch.ops.aten.empty_like.default(x_1, pin_memory = False) 2025-09-07T06:38:50.7906260Z >>> # triton_kernel_wrapper_mutation_proxy = triton_kernel_wrapper_mutation( 2025-09-07T06:38:50.7906350Z >>> # kernel_idx = 0, constant_args_idx = 0, 2025-09-07T06:38:50.7906420Z >>> # grid = [(1, 1, 1)], kwargs = { 2025-09-07T06:38:50.7906520Z >>> # 'in_ptr0': x_1, 'in_ptr1': y_1, 'out_ptr': empty_like, 2025-09-07T06:38:50.7906590Z >>> # 'n_elements': 3, 'BLOCK_SIZE': 16 2025-09-07T06:38:50.7906640Z >>> # }) 2025-09-07T06:38:50.7906700Z >>> # return empty_like 2025-09-07T06:38:50.7906740Z 2025-09-07T06:38:50.7906780Z 2025-09-07T06:38:50.7906930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7906970Z 2025-09-07T06:38:50.7907020Z warnings.warn(msg) 2025-09-07T06:38:50.7907060Z 2025-09-07T06:38:50.7907160Z --- Parse Warning: 130 / 146 --- 2025-09-07T06:38:50.7907860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=unsafe_generate_fake_kernels in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/fake_profile.py line=94. 2025-09-07T06:38:50.7908040Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7908080Z 2025-09-07T06:38:50.7908220Z Registers a fake kernel based on the given operator profiles. This fake 2025-09-07T06:38:50.7908360Z kernel registration will override any existing fake kernel registrations. 2025-09-07T06:38:50.7908400Z 2025-09-07T06:38:50.7908530Z The input is a dictionary mapping operator names to a set of operator 2025-09-07T06:38:50.7908670Z profiles, which we will use to generate fake kernels. The operator profiles 2025-09-07T06:38:50.7908800Z are a record of the input and output tensor metadata. Based on this 2025-09-07T06:38:50.7908940Z information we will match a given input to the recorded profile, and return 2025-09-07T06:38:50.7909070Z an output with the same metadata as in the recorded profile. If a profile 2025-09-07T06:38:50.7909180Z doesn't exist then an exception will be thrown. 2025-09-07T06:38:50.7909220Z 2025-09-07T06:38:50.7909350Z The fake kernel generation is considered unsafe because it relies on the 2025-09-07T06:38:50.7909490Z rigid, pre-defined operator profiles that do not account for potential 2025-09-07T06:38:50.7909640Z variations in output behavior. Specifically, the generated kernels assume a 2025-09-07T06:38:50.7909790Z fixed relationship between input and output ranks. However, in reality, it's 2025-09-07T06:38:50.7909930Z possible that data-dependent operations may produce outputs of different 2025-09-07T06:38:50.7910070Z ranks even when given inputs of the same rank. The generated fake kernels 2025-09-07T06:38:50.7910200Z are inflexible and unable to accommodate these nuances, making them 2025-09-07T06:38:50.7910250Z potentially unsafe. 2025-09-07T06:38:50.7910290Z 2025-09-07T06:38:50.7910330Z Args: 2025-09-07T06:38:50.7910460Z op_profiles (dict[str, set[OpProfile]]): A dictionary mapping operator 2025-09-07T06:38:50.7910590Z name to a set of operator profiles from which we will generate fake 2025-09-07T06:38:50.7910630Z kernels. 2025-09-07T06:38:50.7910670Z 2025-09-07T06:38:50.7910740Z Examples: 2025-09-07T06:38:50.7910780Z 2025-09-07T06:38:50.7910890Z >>> # Example: Registering an op-profile from draft-export 2025-09-07T06:38:50.7910930Z >>> import torch 2025-09-07T06:38:50.7911030Z >>> from torch.export._draft_export import draft_export 2025-09-07T06:38:50.7911070Z >>> 2025-09-07T06:38:50.7911200Z >>> @torch.library.custom_op("mylib::foo", mutates_args=()) 2025-09-07T06:38:50.7911280Z >>> def foo(x: Tensor, y: Tensor) -> Tensor: 2025-09-07T06:38:50.7911330Z >>> return x + y 2025-09-07T06:38:50.7911370Z >>> 2025-09-07T06:38:50.7911430Z >>> class M(torch.nn.Module): 2025-09-07T06:38:50.7911490Z >>> def forward(self, a, b): 2025-09-07T06:38:50.7911590Z >>> res = torch.ops.mylib.foo(a, b) # no fake impl 2025-09-07T06:38:50.7911630Z >>> return res 2025-09-07T06:38:50.7911670Z >>> 2025-09-07T06:38:50.7911780Z >>> ep = draft_export(M(), (torch.ones(3, 4), torch.ones(3, 4)) 2025-09-07T06:38:50.7911820Z >>> 2025-09-07T06:38:50.7912000Z >>> with torch._library.fake_profile.unsafe_generate_fake_kernels(ep._report.op_profiles): 2025-09-07T06:38:50.7912070Z >>> decomp = ep.run_decompositions() 2025-09-07T06:38:50.7912110Z 2025-09-07T06:38:50.7912150Z 2025-09-07T06:38:50.7912300Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7912340Z 2025-09-07T06:38:50.7912390Z warnings.warn(msg) 2025-09-07T06:38:50.7912430Z 2025-09-07T06:38:50.7912530Z --- Parse Warning: 131 / 146 --- 2025-09-07T06:38:50.7913240Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CustomOpDef.register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_library/custom_ops.py line=397. 2025-09-07T06:38:50.7913400Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-09-07T06:38:50.7913510Z Register a FakeTensor implementation for this custom op. 2025-09-07T06:38:50.7913550Z 2025-09-07T06:38:50.7913690Z This is necessary to get the operator to work efficiently with torch.compile. 2025-09-07T06:38:50.7913730Z 2025-09-07T06:38:50.7913870Z The Fake impl (sometimes also known as a meta kernel or abstract impl) 2025-09-07T06:38:50.7914010Z specifies the behavior of this operator on Tensors that carry no data. 2025-09-07T06:38:50.7914100Z Given some input Tensors with certain properties 2025-09-07T06:38:50.7914270Z (sizes/strides/storage_offset/device), it specifies what the properties of 2025-09-07T06:38:50.7914330Z the output Tensors are. 2025-09-07T06:38:50.7914370Z 2025-09-07T06:38:50.7914500Z Please see :func:`torch.library.register_fake` for more details. 2025-09-07T06:38:50.7914530Z 2025-09-07T06:38:50.7914580Z Args: 2025-09-07T06:38:50.7914680Z fn (Callable): The function to register as the FakeTensor 2025-09-07T06:38:50.7914740Z implementation. 2025-09-07T06:38:50.7914780Z 2025-09-07T06:38:50.7914820Z Examples: 2025-09-07T06:38:50.7914870Z >>> import torch 2025-09-07T06:38:50.7914930Z >>> import numpy as np 2025-09-07T06:38:50.7915000Z >>> from torch import Tensor 2025-09-07T06:38:50.7915040Z >>> 2025-09-07T06:38:50.7915150Z >>> # Example 1: an operator without data-dependent output shape 2025-09-07T06:38:50.7915270Z >>> @torch.library.custom_op("mylib::linear", mutates_args=()) 2025-09-07T06:38:50.7915390Z >>> def linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-09-07T06:38:50.7915460Z >>> return (x @ weight.t()) + bias 2025-09-07T06:38:50.7915500Z >>> 2025-09-07T06:38:50.7915590Z >>> @linear.register_fake 2025-09-07T06:38:50.7915650Z >>> def _(x, weight, bias): 2025-09-07T06:38:50.7915710Z >>> assert x.dim() == 2 2025-09-07T06:38:50.7915770Z >>> assert weight.dim() == 2 2025-09-07T06:38:50.7915830Z >>> assert bias.dim() == 1 2025-09-07T06:38:50.7915930Z >>> assert x.shape[1] == weight.shape[1] 2025-09-07T06:38:50.7916010Z >>> assert weight.shape[0] == bias.shape[0] 2025-09-07T06:38:50.7916090Z >>> assert x.device == weight.device 2025-09-07T06:38:50.7916180Z >>> return x.new_empty(x.size(0), weight.size(0)) 2025-09-07T06:38:50.7916220Z >>> 2025-09-07T06:38:50.7916280Z >>> x = torch.randn(2, 2) 2025-09-07T06:38:50.7916340Z >>> weight = torch.randn(2, 2) 2025-09-07T06:38:50.7916400Z >>> bias = torch.randn(2) 2025-09-07T06:38:50.7916490Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:50.7916600Z >>> out = torch.compile(linear, fullgraph=True)(x, weight, bias) 2025-09-07T06:38:50.7916680Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:50.7916840Z >>> assert torch.allclose(out, torch.nn.functional.linear(x, weight, bias)) 2025-09-07T06:38:50.7916880Z >>> 2025-09-07T06:38:50.7916990Z >>> # Example 2: an operator with data-dependent output shape 2025-09-07T06:38:50.7917100Z >>> @torch.library.custom_op("mylib::nonzero", mutates_args=()) 2025-09-07T06:38:50.7917180Z >>> def nonzero(x: Tensor) -> Tensor: 2025-09-07T06:38:50.7917240Z >>> x_np = x.cpu().numpy() 2025-09-07T06:38:50.7917330Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-09-07T06:38:50.7917440Z >>> return torch.tensor(res, device=x.device) 2025-09-07T06:38:50.7917480Z >>> 2025-09-07T06:38:50.7917540Z >>> @nonzero.register_fake 2025-09-07T06:38:50.7917590Z >>> def _(x): 2025-09-07T06:38:50.7917690Z >>> # Number of nonzero-elements is data-dependent. 2025-09-07T06:38:50.7917790Z >>> # Since we cannot peek at the data in an abstract impl, 2025-09-07T06:38:50.7917890Z >>> # we use the ctx object to construct a new symint that 2025-09-07T06:38:50.7917970Z >>> # represents the data-dependent size. 2025-09-07T06:38:50.7918040Z >>> ctx = torch.library.get_ctx() 2025-09-07T06:38:50.7918110Z >>> nnz = ctx.new_dynamic_size() 2025-09-07T06:38:50.7918200Z >>> shape = [nnz, x.dim()] 2025-09-07T06:38:50.7918290Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-09-07T06:38:50.7918350Z >>> return result 2025-09-07T06:38:50.7918390Z >>> 2025-09-07T06:38:50.7918460Z >>> x = torch.tensor([0, 1, 2, 0, 0, 1]) 2025-09-07T06:38:50.7918540Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:50.7918640Z >>> out = torch.compile(nonzero, fullgraph=True)(x) 2025-09-07T06:38:50.7918720Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-09-07T06:38:50.7918800Z >>> assert torch.allclose(out, x.nonzero()) 2025-09-07T06:38:50.7918840Z 2025-09-07T06:38:50.7918880Z 2025-09-07T06:38:50.7919190Z Original Error: IndentationError('expected an indented block after function definition on line 36', ('', 37, 1, '_._ = None\n', 37, 2)) 2025-09-07T06:38:50.7919230Z 2025-09-07T06:38:50.7919270Z _._ = None 2025-09-07T06:38:50.7919310Z ^ 2025-09-07T06:38:50.7919360Z warnings.warn(msg) 2025-09-07T06:38:50.7919400Z 2025-09-07T06:38:50.7919510Z --- Parse Warning: 132 / 146 --- 2025-09-07T06:38:50.7920170Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Conv1d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py line=354. 2025-09-07T06:38:50.7920350Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7920500Z Applies a 1D convolution over a quantized input signal composed of 2025-09-07T06:38:50.7920560Z several quantized input planes. 2025-09-07T06:38:50.7920600Z 2025-09-07T06:38:50.7920730Z For details on input arguments, parameters, and implementation see 2025-09-07T06:38:50.7920790Z :class:`~torch.nn.Conv1d`. 2025-09-07T06:38:50.7920830Z 2025-09-07T06:38:50.7920870Z .. note:: 2025-09-07T06:38:50.7920990Z Only `zeros` is supported for the :attr:`padding_mode` argument. 2025-09-07T06:38:50.7921030Z 2025-09-07T06:38:50.7921070Z .. note:: 2025-09-07T06:38:50.7921180Z Only `torch.quint8` is supported for the input data type. 2025-09-07T06:38:50.7921220Z 2025-09-07T06:38:50.7921260Z 2025-09-07T06:38:50.7921300Z Attributes: 2025-09-07T06:38:50.7921430Z weight (Tensor): packed tensor derived from the learnable weight 2025-09-07T06:38:50.7921490Z parameter. 2025-09-07T06:38:50.7921580Z scale (Tensor): scalar for the output scale 2025-09-07T06:38:50.7921680Z zero_point (Tensor): scalar for the output zero point 2025-09-07T06:38:50.7921720Z 2025-09-07T06:38:50.7921810Z See :class:`~torch.nn.Conv1d` for other attributes. 2025-09-07T06:38:50.7921850Z 2025-09-07T06:38:50.7921900Z Examples:: 2025-09-07T06:38:50.7921930Z 2025-09-07T06:38:50.7922020Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_QENGINE) 2025-09-07T06:38:50.7922130Z >>> m = nn.quantized.Conv1d(16, 33, 3, stride=2) 2025-09-07T06:38:50.7922200Z >>> input = torch.randn(20, 16, 100) 2025-09-07T06:38:50.7922270Z >>> # quantize input to quint8 2025-09-07T06:38:50.7922320Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7922450Z >>> q_input = torch.quantize_per_tensor(input, scale=1.0, zero_point=0, 2025-09-07T06:38:50.7922540Z ... dtype=torch.quint8) 2025-09-07T06:38:50.7922590Z >>> output = m(q_input) 2025-09-07T06:38:50.7922630Z 2025-09-07T06:38:50.7922670Z 2025-09-07T06:38:50.7922820Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7922890Z 2025-09-07T06:38:50.7922940Z warnings.warn(msg) 2025-09-07T06:38:50.7922980Z 2025-09-07T06:38:50.7923080Z --- Parse Warning: 133 / 146 --- 2025-09-07T06:38:50.7923740Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=LSTM in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/rnn.py line=12. 2025-09-07T06:38:50.7923890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7923970Z A quantized long short-term memory (LSTM). 2025-09-07T06:38:50.7924010Z 2025-09-07T06:38:50.7924180Z For the description and the argument types, please, refer to :class:`~torch.nn.LSTM` 2025-09-07T06:38:50.7924220Z 2025-09-07T06:38:50.7924260Z Attributes: 2025-09-07T06:38:50.7924330Z layers : instances of the `_LSTMLayer` 2025-09-07T06:38:50.7924370Z 2025-09-07T06:38:50.7924420Z .. note:: 2025-09-07T06:38:50.7924540Z To access the weights and biases, you need to access them per layer. 2025-09-07T06:38:50.7924650Z See examples in :class:`~torch.ao.nn.quantizable.LSTM` 2025-09-07T06:38:50.7924690Z 2025-09-07T06:38:50.7924750Z Examples:: 2025-09-07T06:38:50.7924810Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7924870Z >>> custom_module_config = { 2025-09-07T06:38:50.7924950Z ... 'float_to_observed_custom_module_class': { 2025-09-07T06:38:50.7925030Z ... nn.LSTM: nn.quantizable.LSTM, 2025-09-07T06:38:50.7925070Z ... }, 2025-09-07T06:38:50.7925210Z ... 'observed_to_quantized_custom_module_class': { 2025-09-07T06:38:50.7925300Z ... nn.quantizable.LSTM: nn.quantized.LSTM, 2025-09-07T06:38:50.7925340Z ... } 2025-09-07T06:38:50.7925380Z ... } 2025-09-07T06:38:50.7925520Z >>> tq.prepare(model, prepare_custom_module_class=custom_module_config) 2025-09-07T06:38:50.7925640Z >>> tq.convert(model, convert_custom_module_class=custom_module_config) 2025-09-07T06:38:50.7925680Z 2025-09-07T06:38:50.7925840Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7925880Z 2025-09-07T06:38:50.7925930Z warnings.warn(msg) 2025-09-07T06:38:50.7925970Z 2025-09-07T06:38:50.7926070Z --- Parse Warning: 134 / 146 --- 2025-09-07T06:38:50.7926800Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DTypeConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/backend_config/backend_config.py line=181. 2025-09-07T06:38:50.7926950Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7926990Z 2025-09-07T06:38:50.7927140Z Config object that specifies the supported data types passed as arguments to 2025-09-07T06:38:50.7927280Z quantize ops in the reference model spec, for input and output activations, 2025-09-07T06:38:50.7927350Z weights, and biases. 2025-09-07T06:38:50.7927390Z 2025-09-07T06:38:50.7927490Z For example, consider the following reference model: 2025-09-07T06:38:50.7927530Z 2025-09-07T06:38:50.7927620Z quant1 - [dequant1 - fp32_linear - quant2] - dequant2 2025-09-07T06:38:50.7927660Z 2025-09-07T06:38:50.7927790Z The pattern in the square brackets refers to the reference pattern of 2025-09-07T06:38:50.7927930Z statically quantized linear. Setting the input dtype as `torch.quint8` 2025-09-07T06:38:50.7928070Z in the DTypeConfig means we pass in `torch.quint8` as the dtype argument 2025-09-07T06:38:50.7928210Z to the first quantize op (quant1). Similarly, setting the output dtype as 2025-09-07T06:38:50.7928360Z `torch.quint8` means we pass in `torch.quint8` as the dtype argument to 2025-09-07T06:38:50.7928430Z the second quantize op (quant2). 2025-09-07T06:38:50.7928470Z 2025-09-07T06:38:50.7928600Z Note that the dtype here does not refer to the interface dtypes of the 2025-09-07T06:38:50.7928720Z op. For example, the "input dtype" here is not the dtype of the input 2025-09-07T06:38:50.7928850Z tensor passed to the quantized linear op. Though it can still be the 2025-09-07T06:38:50.7928970Z same as the interface dtype, this is not always the case, e.g. the 2025-09-07T06:38:50.7929100Z interface dtype is fp32 in dynamic quantization but the "input dtype" 2025-09-07T06:38:50.7929220Z specified in the DTypeConfig would still be quint8. The semantics of 2025-09-07T06:38:50.7929350Z dtypes here are the same as the semantics of the dtypes specified in 2025-09-07T06:38:50.7929390Z the observers. 2025-09-07T06:38:50.7929430Z 2025-09-07T06:38:50.7929560Z These dtypes are matched against the ones specified in the user's 2025-09-07T06:38:50.7929690Z QConfig. If there is a match, and the QConfig satisfies the constraints 2025-09-07T06:38:50.7929820Z specified in the DTypeConfig (if any), then we will quantize the given 2025-09-07T06:38:50.7929950Z pattern using this DTypeConfig. Otherwise, the QConfig is ignored and 2025-09-07T06:38:50.7930050Z the pattern will not be quantized. 2025-09-07T06:38:50.7930080Z 2025-09-07T06:38:50.7930130Z Example usage:: 2025-09-07T06:38:50.7930170Z 2025-09-07T06:38:50.7930230Z >>> # xdoctest: +SKIP(failing) 2025-09-07T06:38:50.7930290Z >>> dtype_config1 = DTypeConfig( 2025-09-07T06:38:50.7930370Z ... input_dtype=torch.quint8, 2025-09-07T06:38:50.7930430Z ... output_dtype=torch.quint8, 2025-09-07T06:38:50.7930490Z ... weight_dtype=torch.qint8, 2025-09-07T06:38:50.7930550Z ... bias_dtype=torch.float) 2025-09-07T06:38:50.7930590Z 2025-09-07T06:38:50.7930650Z >>> dtype_config2 = DTypeConfig( 2025-09-07T06:38:50.7930730Z ... input_dtype=DTypeWithConstraints( 2025-09-07T06:38:50.7930780Z ... dtype=torch.quint8, 2025-09-07T06:38:50.7930850Z ... quant_min_lower_bound=0, 2025-09-07T06:38:50.7930910Z ... quant_max_upper_bound=255, 2025-09-07T06:38:50.7930950Z ... ), 2025-09-07T06:38:50.7931030Z ... output_dtype=DTypeWithConstraints( 2025-09-07T06:38:50.7931080Z ... dtype=torch.quint8, 2025-09-07T06:38:50.7931150Z ... quant_min_lower_bound=0, 2025-09-07T06:38:50.7931210Z ... quant_max_upper_bound=255, 2025-09-07T06:38:50.7931250Z ... ), 2025-09-07T06:38:50.7931330Z ... weight_dtype=DTypeWithConstraints( 2025-09-07T06:38:50.7931380Z ... dtype=torch.qint8, 2025-09-07T06:38:50.7931450Z ... quant_min_lower_bound=-128, 2025-09-07T06:38:50.7931510Z ... quant_max_upper_bound=127, 2025-09-07T06:38:50.7931550Z ... ), 2025-09-07T06:38:50.7931610Z ... bias_dtype=torch.float) 2025-09-07T06:38:50.7931650Z 2025-09-07T06:38:50.7931710Z >>> dtype_config1.input_dtype 2025-09-07T06:38:50.7931770Z torch.quint8 2025-09-07T06:38:50.7931810Z 2025-09-07T06:38:50.7931870Z >>> dtype_config2.input_dtype 2025-09-07T06:38:50.7931920Z torch.quint8 2025-09-07T06:38:50.7931960Z 2025-09-07T06:38:50.7932040Z >>> dtype_config2.input_dtype_with_constraints 2025-09-07T06:38:50.7932360Z DTypeWithConstraints(dtype=torch.quint8, quant_min_lower_bound=0, quant_max_upper_bound=255, scale_min_lower_bound=None, scale_max_upper_bound=None) 2025-09-07T06:38:50.7932400Z 2025-09-07T06:38:50.7932550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7932590Z 2025-09-07T06:38:50.7932640Z warnings.warn(msg) 2025-09-07T06:38:50.7932680Z 2025-09-07T06:38:50.7932800Z --- Parse Warning: 135 / 146 --- 2025-09-07T06:38:50.7933660Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_filtered_tables in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=301. 2025-09-07T06:38:50.7933820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7933860Z 2025-09-07T06:38:50.7934020Z Takes in optional filter values and generates two tables with desired information. 2025-09-07T06:38:50.7934060Z 2025-09-07T06:38:50.7934180Z The generated tables are presented in both a list-of-lists format 2025-09-07T06:38:50.7934220Z 2025-09-07T06:38:50.7934340Z The reason for the two tables are that they handle different things: 2025-09-07T06:38:50.7934440Z 1.) the first table handles all tensor level information 2025-09-07T06:38:50.7934570Z 2.) the second table handles and displays all channel based information 2025-09-07T06:38:50.7934610Z 2025-09-07T06:38:50.7934800Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-09-07T06:38:50.7935020Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-09-07T06:38:50.7935230Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-09-07T06:38:50.7935270Z 2025-09-07T06:38:50.7935320Z Tensor table columns: 2025-09-07T06:38:50.7935460Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:50.7935570Z ---- --------- --------- --------- --------- --------- 2025-09-07T06:38:50.7935600Z 2025-09-07T06:38:50.7935660Z Per-Channel table columns: 2025-09-07T06:38:50.7935800Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:50.7935900Z ---- --------- ------- --------- --------- --------- --------- 2025-09-07T06:38:50.7935940Z 2025-09-07T06:38:50.7935980Z Args: 2025-09-07T06:38:50.7936140Z feature_filter (str, optional): Filters the features presented to only those that 2025-09-07T06:38:50.7936210Z contain this filter substring 2025-09-07T06:38:50.7936310Z Default = "", results in all the features being printed 2025-09-07T06:38:50.7936460Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:50.7936610Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:50.7936650Z 2025-09-07T06:38:50.7936720Z Returns a dictionary with two keys: 2025-09-07T06:38:50.7936820Z (Dict[str, Tuple[List, List]]) A dict containing two keys: 2025-09-07T06:38:50.7936900Z "tensor_level_info", "channel_level_info" 2025-09-07T06:38:50.7936960Z Each key maps to a tuple with: 2025-09-07T06:38:50.7937030Z A list of the headers of each table 2025-09-07T06:38:50.7937160Z A list of lists containing the table information row by row 2025-09-07T06:38:50.7937270Z The 0th index row will contain the headers of the columns 2025-09-07T06:38:50.7937350Z The rest of the rows will contain data 2025-09-07T06:38:50.7937390Z 2025-09-07T06:38:50.7937430Z Example Use: 2025-09-07T06:38:50.7937510Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7937600Z >>> mod_report_visualizer.generate_filtered_tables( 2025-09-07T06:38:50.7937720Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:50.7937880Z ... ) # generates table with per_channel_min info for all modules in block 1 of the model 2025-09-07T06:38:50.7937940Z 2025-09-07T06:38:50.7938090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7938130Z 2025-09-07T06:38:50.7938180Z warnings.warn(msg) 2025-09-07T06:38:50.7938220Z 2025-09-07T06:38:50.7938320Z --- Parse Warning: 136 / 146 --- 2025-09-07T06:38:50.7939180Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_table_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=399. 2025-09-07T06:38:50.7939340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7939380Z 2025-09-07T06:38:50.7939550Z Takes in optional filter values and prints out formatted tables of the information. 2025-09-07T06:38:50.7939580Z 2025-09-07T06:38:50.7939790Z The reason for the two tables printed out instead of one large one are that they handle different things: 2025-09-07T06:38:50.7939890Z 1.) the first table handles all tensor level information 2025-09-07T06:38:50.7940020Z 2.) the second table handles and displays all channel based information 2025-09-07T06:38:50.7940080Z 2025-09-07T06:38:50.7940270Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-09-07T06:38:50.7940460Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-09-07T06:38:50.7940690Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-09-07T06:38:50.7940730Z 2025-09-07T06:38:50.7940780Z Tensor table columns: 2025-09-07T06:38:50.7940900Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:50.7941000Z ---- --------- --------- --------- --------- --------- 2025-09-07T06:38:50.7941040Z 2025-09-07T06:38:50.7941100Z Per-Channel table columns: 2025-09-07T06:38:50.7941140Z 2025-09-07T06:38:50.7941270Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-09-07T06:38:50.7941380Z ---- --------- ------- --------- --------- --------- --------- 2025-09-07T06:38:50.7941420Z 2025-09-07T06:38:50.7941460Z Args: 2025-09-07T06:38:50.7941610Z feature_filter (str, optional): Filters the features presented to only those that 2025-09-07T06:38:50.7941680Z contain this filter substring 2025-09-07T06:38:50.7941780Z Default = "", results in all the features being printed 2025-09-07T06:38:50.7941940Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:50.7942090Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:50.7942130Z 2025-09-07T06:38:50.7942170Z Example Use: 2025-09-07T06:38:50.7942250Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7942350Z >>> mod_report_visualizer.generate_table_visualization( 2025-09-07T06:38:50.7942500Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:50.7942540Z ... ) 2025-09-07T06:38:50.7942660Z >>> # prints out neatly formatted table with per_channel_min info 2025-09-07T06:38:50.7942730Z >>> # for all modules in block 1 of the model 2025-09-07T06:38:50.7942770Z 2025-09-07T06:38:50.7942920Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7942960Z 2025-09-07T06:38:50.7943010Z warnings.warn(msg) 2025-09-07T06:38:50.7943050Z 2025-09-07T06:38:50.7943150Z --- Parse Warning: 137 / 146 --- 2025-09-07T06:38:50.7944010Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_plot_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=564. 2025-09-07T06:38:50.7944190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7946780Z 2025-09-07T06:38:50.7946940Z Takes in a feature and optional module_filter and plots of the desired data. 2025-09-07T06:38:50.7946980Z 2025-09-07T06:38:50.7947140Z For per channel features, it averages the value across the channels and plots a point 2025-09-07T06:38:50.7947300Z per module. The reason for this is that for models with hundreds of channels, it can 2025-09-07T06:38:50.7947460Z be hard to differentiate one channel line from another, and so the point of generating 2025-09-07T06:38:50.7947620Z a single average point per module is to give a sense of general trends that encourage 2025-09-07T06:38:50.7947670Z further deep dives. 2025-09-07T06:38:50.7947710Z 2025-09-07T06:38:50.7947750Z Note: 2025-09-07T06:38:50.7947910Z Only features in the report that have tensor value data are plottable by this class 2025-09-07T06:38:50.7948020Z When the tensor information is plotted, it will plot: 2025-09-07T06:38:50.7948150Z idx as the x val, feature value as the y_val 2025-09-07T06:38:50.7948250Z When the channel information is plotted, it will plot: 2025-09-07T06:38:50.7948410Z the first idx of each module as the x val, feature value as the y_val [for each channel] 2025-09-07T06:38:50.7948610Z The reason for this is that we want to be able to compare values across the 2025-09-07T06:38:50.7948760Z channels for same layer, and it will be hard if values are staggered by idx 2025-09-07T06:38:50.7948860Z This means each module is represented by only 1 x value 2025-09-07T06:38:50.7948900Z Args: 2025-09-07T06:38:50.7949040Z feature_filter (str): Filters the features presented to only those that 2025-09-07T06:38:50.7949100Z contain this filter substring 2025-09-07T06:38:50.7949260Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:50.7949410Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:50.7949450Z 2025-09-07T06:38:50.7949500Z Example Use: 2025-09-07T06:38:50.7949580Z >>> # xdoctest: +SKIP("undefined variables") 2025-09-07T06:38:50.7949670Z >>> mod_report_visualizer.generate_plot_visualization( 2025-09-07T06:38:50.7949790Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:50.7949830Z ... ) 2025-09-07T06:38:50.7949950Z >>> # outputs line plot of per_channel_min information for all 2025-09-07T06:38:50.7950050Z >>> # modules in block1 of model each channel gets it's own line, 2025-09-07T06:38:50.7950160Z >>> # and it's plotted across the in-order modules on the x-axis 2025-09-07T06:38:50.7950200Z 2025-09-07T06:38:50.7950350Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7950410Z 2025-09-07T06:38:50.7950470Z warnings.warn(msg) 2025-09-07T06:38:50.7950510Z 2025-09-07T06:38:50.7950620Z --- Parse Warning: 138 / 146 --- 2025-09-07T06:38:50.7951500Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_histogram_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=643. 2025-09-07T06:38:50.7951660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7951700Z 2025-09-07T06:38:50.7951890Z Takes in a feature and optional module_filter and plots the histogram of desired data. 2025-09-07T06:38:50.7951930Z 2025-09-07T06:38:50.7951960Z Note: 2025-09-07T06:38:50.7952130Z Only features in the report that have tensor value data can be viewed as a histogram 2025-09-07T06:38:50.7952290Z If you want to plot a histogram from all the channel values of a specific feature for 2025-09-07T06:38:50.7952440Z a specific model, make sure to specify both the model and the feature properly 2025-09-07T06:38:50.7952580Z in the filters and you should be able to see a distribution of the channel data 2025-09-07T06:38:50.7952620Z 2025-09-07T06:38:50.7952660Z Args: 2025-09-07T06:38:50.7952820Z feature_filter (str, optional): Filters the features presented to only those that 2025-09-07T06:38:50.7952880Z contain this filter substring 2025-09-07T06:38:50.7952980Z Default = "", results in all the features being printed 2025-09-07T06:38:50.7953140Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-09-07T06:38:50.7953280Z Default = "", results in all the modules in the reports to be visible in the table 2025-09-07T06:38:50.7953420Z num_bins (int, optional): The number of bins to create the histogram with 2025-09-07T06:38:50.7953590Z Default = 10, the values will be split into 10 equal sized bins 2025-09-07T06:38:50.7953630Z 2025-09-07T06:38:50.7953670Z Example Use: 2025-09-07T06:38:50.7953730Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7953900Z >>> mod_report_visualizer.generategenerate_histogram_visualization_plot_visualization( 2025-09-07T06:38:50.7954040Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-09-07T06:38:50.7954090Z ... ) 2025-09-07T06:38:50.7954250Z # outputs histogram of per_channel_min information for all modules in block1 of model 2025-09-07T06:38:50.7954400Z information is gathered across all channels for all modules in block 1 for the 2025-09-07T06:38:50.7954540Z per_channel_min and is displayed in a histogram of equally sized bins 2025-09-07T06:38:50.7954580Z 2025-09-07T06:38:50.7954730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7954770Z 2025-09-07T06:38:50.7954820Z warnings.warn(msg) 2025-09-07T06:38:50.7954860Z 2025-09-07T06:38:50.7954960Z --- Parse Warning: 139 / 146 --- 2025-09-07T06:38:50.7955690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReport in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report.py line=24. 2025-09-07T06:38:50.7955840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7955880Z 2025-09-07T06:38:50.7956070Z The ModelReport class aims to provide users an easy way to diagnose issues that they run into 2025-09-07T06:38:50.7956240Z with their models. The class works with all traceable GraphModules to help diagnose issues, 2025-09-07T06:38:50.7956440Z though the requirements on the type of model more-so depends on the specific report the user 2025-09-07T06:38:50.7956620Z is trying to generate. With respect to the reports, the ModelReport class is initialized with 2025-09-07T06:38:50.7956790Z a set of Detector classes, each of which generate reports on quantization configuration 2025-09-07T06:38:50.7956840Z issues a use might have. 2025-09-07T06:38:50.7956880Z 2025-09-07T06:38:50.7956960Z Currently supports generating reports on: 2025-09-07T06:38:50.7957100Z - Suggestions for per-channel vs. per-tensor quantization (nn.Module) 2025-09-07T06:38:50.7957260Z - Suggestions for dynamic vs static quantization for linear layers (Graph Modules) 2025-09-07T06:38:50.7957450Z - Suggestions for input-weight equalization for linear and conv layers (Graph Modules) 2025-09-07T06:38:50.7957580Z - Suggestions for outlier detection for all layers (Graph Modules) 2025-09-07T06:38:50.7957620Z 2025-09-07T06:38:50.7957860Z The ModelReport class has the primary functionality of inserting observers (primarily the ModelReportObserver) 2025-09-07T06:38:50.7958080Z where needed for each detector to gather the information it needs, and then after calibration, the ModelReport 2025-09-07T06:38:50.7958300Z class compiles the report generated by each Detector class into a single report to return to the user. It also 2025-09-07T06:38:50.7958430Z has the capability to remove all the observers it inserted as well. 2025-09-07T06:38:50.7958470Z 2025-09-07T06:38:50.7958640Z * :attr:`_model` The model we wish to generate the report for. Must be a traceable GraphModule 2025-09-07T06:38:50.7958680Z 2025-09-07T06:38:50.7958910Z * :attr:`_desired_report_detectors` The set of Detectors representing desired reports from the ModelReport class 2025-09-07T06:38:50.7959100Z Make sure that these are all unique types of detectors [do not have more than 1 of the same class] 2025-09-07T06:38:50.7959140Z 2025-09-07T06:38:50.7959310Z * :attr:`_desired_detector_names` The set of detector names of the _desired_report_detectors. 2025-09-07T06:38:50.7959470Z This set is generated by calling the get_detector_name() of each detector 2025-09-07T06:38:50.7959510Z 2025-09-07T06:38:50.7959710Z * :attr:`_detector_name_to_observer_fqns` The mapping from each detector to fqns of observers of interest 2025-09-07T06:38:50.7959920Z The purpose of this is to keep track of what observers were inserted for each detector, so that they 2025-09-07T06:38:50.7959980Z can be removed at the end if desired 2025-09-07T06:38:50.7960020Z 2025-09-07T06:38:50.7960210Z * :attr:`_prepared_flag` A boolean flag that keeps track of whether we have prepared the model or not 2025-09-07T06:38:50.7960350Z This is to ensure we only insert observers once with the ModelReport instance 2025-09-07T06:38:50.7960400Z 2025-09-07T06:38:50.7960550Z * :attr:`_removed_observers` A boolean to track if we have removed observers already 2025-09-07T06:38:50.7960730Z The purpose is to ensure we don't attempt to remove observers twice with the same ModelReport 2025-09-07T06:38:50.7960920Z instance. This also allows the functionality where we can generate the report multiple times 2025-09-07T06:38:50.7961010Z as long as we haven't removed the observers yet. 2025-09-07T06:38:50.7961040Z 2025-09-07T06:38:50.7961090Z Note: 2025-09-07T06:38:50.7961260Z This class was initially designed to work with the Fx Graph Mode workflow in mind. However, 2025-09-07T06:38:50.7961450Z full functionality is available as long as there is a traceable GraphModule that is being used. 2025-09-07T06:38:50.7961620Z One method to get a traceable GraphModule without going through the Fx workflow is to use 2025-09-07T06:38:50.7961690Z the QuantizationTracer class. 2025-09-07T06:38:50.7961730Z 2025-09-07T06:38:50.7961780Z General Flow for Fx workflow: 2025-09-07T06:38:50.7962030Z 1.) Initialize ModelReport object with reports of interest by passing in initialized detector objects and model 2025-09-07T06:38:50.7962100Z 2.) Prepare your model with prepare_fx 2025-09-07T06:38:50.7962250Z 3.) Call model_report.prepare_detailed_calibration to add relevant observers 2025-09-07T06:38:50.7962310Z 4.) Calibrate your model with data 2025-09-07T06:38:50.7962520Z 5.) Call model_report.generate_report on your model to generate report and optionally remove added observers 2025-09-07T06:38:50.7962560Z Optional 2025-09-07T06:38:50.7962730Z 6.) Call model_report.generate_visualizer to get a ModelReportVisualizer instance 2025-09-07T06:38:50.7962870Z 7.) To help in parsing report information and debugging, view report info as a: 2025-09-07T06:38:50.7962940Z - Table 2025-09-07T06:38:50.7962990Z - Histogram 2025-09-07T06:38:50.7963030Z - Line plot 2025-09-07T06:38:50.7963220Z 8.) Call model_report.generate_qconfigs to generate the qconfigs based on the report suggestions 2025-09-07T06:38:50.7963270Z 2025-09-07T06:38:50.7963330Z Example (with QuantizationTracer): 2025-09-07T06:38:50.7963380Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7963440Z >>> # get the necessary qconfig 2025-09-07T06:38:50.7963510Z >>> config = PrepareCustomConfig() 2025-09-07T06:38:50.7963600Z >>> skipped_module_names, skipped_module_classes = ( 2025-09-07T06:38:50.7963700Z ... get_skipped_module_name_and_classes(config, False) 2025-09-07T06:38:50.7963740Z ... ) 2025-09-07T06:38:50.7963780Z 2025-09-07T06:38:50.7963860Z >>> # initialize our model and get GraphModule 2025-09-07T06:38:50.7963910Z >>> model = SomeModel() 2025-09-07T06:38:50.7964070Z >>> tracer = QuantizationTracer(skipped_module_names, skipped_module_classes) 2025-09-07T06:38:50.7964170Z >>> graph_module = GraphModule(model, tracer.trace(model)) 2025-09-07T06:38:50.7964210Z 2025-09-07T06:38:50.7964300Z >>> # get our set of detectors and ModelReport instance 2025-09-07T06:38:50.7964380Z >>> detector_set = set( 2025-09-07T06:38:50.7964420Z ... [ 2025-09-07T06:38:50.7964510Z ... DynamicStaticDetector(tolerance=0.5), 2025-09-07T06:38:50.7964620Z ... InputWeightEqualizationDetector(ratio_threshold=0.7), 2025-09-07T06:38:50.7964670Z ... ] 2025-09-07T06:38:50.7964700Z ... ) 2025-09-07T06:38:50.7964840Z >>> tracer_reporter = ModelReport(graph_module, tracer_detector_set) 2025-09-07T06:38:50.7964890Z 2025-09-07T06:38:50.7964980Z >>> # now we insert the observers and calibrate the model 2025-09-07T06:38:50.7965140Z >>> tracer_model_with_observers = tracer_reporter.prepare_detailed_calibration() 2025-09-07T06:38:50.7965220Z >>> for i in range(num_callibration_batches): 2025-09-07T06:38:50.7965300Z >>> example_input = get_callibration_input() 2025-09-07T06:38:50.7965380Z >>> tracer_model_with_observers(example_input) 2025-09-07T06:38:50.7965430Z 2025-09-07T06:38:50.7965580Z >>> # finally we generate the reports and optionally remove the observers we inserted 2025-09-07T06:38:50.7965680Z >>> reports = tracer_reporter.generate_model_report( 2025-09-07T06:38:50.7965740Z ... remove_inserted_observers=True 2025-09-07T06:38:50.7965790Z ... ) 2025-09-07T06:38:50.7965820Z 2025-09-07T06:38:50.7965960Z >>> # Optional: we can generate the qconfig mapping based on the suggestions 2025-09-07T06:38:50.7966060Z >>> qconfigs = model_report.generate_qconfig_mapping() 2025-09-07T06:38:50.7966090Z 2025-09-07T06:38:50.7966240Z >>> # Optional: we can generate the equalization mapping based on the suggestions 2025-09-07T06:38:50.7966350Z >>> qconfigs = model_report.generate_equalization_mapping() 2025-09-07T06:38:50.7966390Z 2025-09-07T06:38:50.7966580Z >>> # Optional: we get a ModelReportVisualizer instance to do any visualizations desired 2025-09-07T06:38:50.7966720Z >>> model_report_visualizer = tracer_reporter.generate_visualizer() 2025-09-07T06:38:50.7966760Z 2025-09-07T06:38:50.7966800Z 2025-09-07T06:38:50.7966950Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7966990Z 2025-09-07T06:38:50.7967040Z warnings.warn(msg) 2025-09-07T06:38:50.7967070Z 2025-09-07T06:38:50.7967180Z --- Parse Warning: 140 / 146 --- 2025-09-07T06:38:50.7967930Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BaseSparsifier.squash_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/pruning/sparsifier/base_sparsifier.py line=229. 2025-09-07T06:38:50.7968120Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7968230Z Squashes the sparse masks into the appropriate tensors. 2025-09-07T06:38:50.7968270Z 2025-09-07T06:38:50.7968400Z If either the `params_to_keep` or `params_to_keep_per_layer` is set, 2025-09-07T06:38:50.7968510Z the module will have a `sparse_params` dict attached to it. 2025-09-07T06:38:50.7968550Z 2025-09-07T06:38:50.7968590Z Args: 2025-09-07T06:38:50.7968710Z params_to_keep: List of keys to save in the module or a dict 2025-09-07T06:38:50.7968810Z representing the modules and keys that will have 2025-09-07T06:38:50.7968880Z sparsity parameters saved 2025-09-07T06:38:50.7969020Z params_to_keep_per_layer: Dict to specify the params that should be 2025-09-07T06:38:50.7969110Z saved for specific layers. The keys in the dict 2025-09-07T06:38:50.7969210Z should be the module fqn, while the values should 2025-09-07T06:38:50.7969310Z be a list of strings with the names of the variables 2025-09-07T06:38:50.7969410Z to save in the `sparse_params` 2025-09-07T06:38:50.7969450Z 2025-09-07T06:38:50.7969490Z Examples: 2025-09-07T06:38:50.7969570Z >>> # xdoctest: +SKIP("locals are undefined") 2025-09-07T06:38:50.7969640Z >>> # Don't save any sparse params 2025-09-07T06:38:50.7969730Z >>> sparsifier.squash_mask() 2025-09-07T06:38:50.7969820Z >>> hasattr(model.submodule1, "sparse_params") 2025-09-07T06:38:50.7969870Z False 2025-09-07T06:38:50.7969900Z 2025-09-07T06:38:50.7969980Z >>> # Keep sparse params per layer 2025-09-07T06:38:50.7970040Z >>> sparsifier.squash_mask( 2025-09-07T06:38:50.7970110Z ... params_to_keep_per_layer={ 2025-09-07T06:38:50.7970190Z ... "submodule1.linear1": ("foo", "bar"), 2025-09-07T06:38:50.7970270Z ... "submodule2.linear42": ("baz",), 2025-09-07T06:38:50.7970320Z ... } 2025-09-07T06:38:50.7970360Z ... ) 2025-09-07T06:38:50.7970460Z >>> print(model.submodule1.linear1.sparse_params) 2025-09-07T06:38:50.7970510Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:50.7970610Z >>> print(model.submodule2.linear42.sparse_params) 2025-09-07T06:38:50.7970660Z {'baz': 0.1} 2025-09-07T06:38:50.7970700Z 2025-09-07T06:38:50.7970770Z >>> # Keep sparse params for all layers 2025-09-07T06:38:50.7970880Z >>> sparsifier.squash_mask(params_to_keep=("foo", "bar")) 2025-09-07T06:38:50.7970980Z >>> print(model.submodule1.linear1.sparse_params) 2025-09-07T06:38:50.7971030Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:50.7971130Z >>> print(model.submodule2.linear42.sparse_params) 2025-09-07T06:38:50.7971200Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:50.7971240Z 2025-09-07T06:38:50.7971360Z >>> # Keep some sparse params for all layers, and specific ones for 2025-09-07T06:38:50.7971420Z >>> # some other layers 2025-09-07T06:38:50.7971480Z >>> sparsifier.squash_mask( 2025-09-07T06:38:50.7971550Z ... params_to_keep=("foo", "bar"), 2025-09-07T06:38:50.7971680Z ... params_to_keep_per_layer={"submodule2.linear42": ("baz",)}, 2025-09-07T06:38:50.7971720Z ... ) 2025-09-07T06:38:50.7971810Z >>> print(model.submodule1.linear1.sparse_params) 2025-09-07T06:38:50.7971870Z {'foo': 42, 'bar': 24} 2025-09-07T06:38:50.7971990Z >>> print(model.submodule2.linear42.sparse_params) 2025-09-07T06:38:50.7972050Z {'foo': 42, 'bar': 24, 'baz': 0.1} 2025-09-07T06:38:50.7972090Z 2025-09-07T06:38:50.7972250Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7972290Z 2025-09-07T06:38:50.7972340Z warnings.warn(msg) 2025-09-07T06:38:50.7972540Z Running test_autoload_disable 1/1 ... [2025-09-07 06:38:50.683804] 2025-09-07T06:38:50.7972580Z 2025-09-07T06:38:50.7972680Z --- Parse Warning: 141 / 146 --- 2025-09-07T06:38:50.7973500Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ActivationSparsifier in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/pruning/_experimental/activation_sparsifier/activation_sparsifier.py line=16. 2025-09-07T06:38:50.7973650Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7973690Z 2025-09-07T06:38:50.7973850Z The Activation sparsifier class aims to sparsify/prune activations in a neural 2025-09-07T06:38:50.7973990Z network. The idea is to attach the sparsifier to a layer (or layers) and it 2025-09-07T06:38:50.7974160Z zeroes out the activations based on the mask_fn (or sparsification function) 2025-09-07T06:38:50.7974210Z input by the user. 2025-09-07T06:38:50.7974350Z The mask_fn is applied once all the inputs are aggregated and reduced i.e. 2025-09-07T06:38:50.7974440Z mask = mask_fn(reduce_fn(aggregate_fn(activations))) 2025-09-07T06:38:50.7974480Z 2025-09-07T06:38:50.7974540Z Note:: 2025-09-07T06:38:50.7974740Z The sparsification mask is computed on the input **before it goes through the attached layer**. 2025-09-07T06:38:50.7974780Z 2025-09-07T06:38:50.7974820Z Args: 2025-09-07T06:38:50.7974870Z model (nn.Module): 2025-09-07T06:38:50.7975010Z The model whose layers will be sparsified. The layers that needs to be 2025-09-07T06:38:50.7975150Z sparsified should be added separately using the register_layer() function 2025-09-07T06:38:50.7975220Z aggregate_fn (Optional, Callable): 2025-09-07T06:38:50.7975380Z default aggregate_fn that is used if not specified while registering the layer. 2025-09-07T06:38:50.7975480Z specifies how inputs should be aggregated over time. 2025-09-07T06:38:50.7975650Z The aggregate_fn should usually take 2 torch tensors and return the aggregated tensor. 2025-09-07T06:38:50.7975690Z Example 2025-09-07T06:38:50.7975810Z def add_agg_fn(tensor1, tensor2): return tensor1 + tensor2 2025-09-07T06:38:50.7975880Z reduce_fn (Optional, Callable): 2025-09-07T06:38:50.7976020Z default reduce_fn that is used if not specified while registering the layer. 2025-09-07T06:38:50.7976180Z reduce_fn will be called on the aggregated tensor i.e. the tensor obtained after 2025-09-07T06:38:50.7976250Z calling agg_fn() on all inputs. 2025-09-07T06:38:50.7976320Z Example 2025-09-07T06:38:50.7976440Z def mean_reduce_fn(agg_tensor): return agg_tensor.mean(dim=0) 2025-09-07T06:38:50.7976500Z mask_fn (Optional, Callable): 2025-09-07T06:38:50.7976690Z default mask_fn that is used to create the sparsification mask using the tensor obtained after 2025-09-07T06:38:50.7976840Z calling the reduce_fn(). This is used by default if a custom one is passed in the 2025-09-07T06:38:50.7976900Z register_layer(). 2025-09-07T06:38:50.7977100Z Note that the mask_fn() definition should contain the sparse arguments that is passed in sparse_config 2025-09-07T06:38:50.7977150Z arguments. 2025-09-07T06:38:50.7977240Z features (Optional, list): 2025-09-07T06:38:50.7977320Z default selected features to sparsify. 2025-09-07T06:38:50.7977480Z If this is non-empty, then the mask_fn will be applied for each feature of the input. 2025-09-07T06:38:50.7977540Z For example, 2025-09-07T06:38:50.7977690Z mask = [mask_fn(reduce_fn(aggregated_fn(input[feature])) for feature in features] 2025-09-07T06:38:50.7977760Z feature_dim (Optional, int): 2025-09-07T06:38:50.7977930Z default dimension of input features. Again, features along this dim will be chosen 2025-09-07T06:38:50.7977990Z for sparsification. 2025-09-07T06:38:50.7978040Z sparse_config (Dict): 2025-09-07T06:38:50.7978180Z Default configuration for the mask_fn. This config will be passed 2025-09-07T06:38:50.7978230Z with the mask_fn() 2025-09-07T06:38:50.7978280Z 2025-09-07T06:38:50.7978320Z Example: 2025-09-07T06:38:50.7978370Z >>> # xdoctest: +SKIP 2025-09-07T06:38:50.7978420Z >>> model = SomeModel() 2025-09-07T06:38:50.7978570Z >>> act_sparsifier = ActivationSparsifier(...) # init activation sparsifier 2025-09-07T06:38:50.7978630Z >>> # Initialize aggregate_fn 2025-09-07T06:38:50.7978700Z >>> def agg_fn(x, y): 2025-09-07T06:38:50.7978750Z >>> return x + y 2025-09-07T06:38:50.7978790Z >>> 2025-09-07T06:38:50.7978840Z >>> # Initialize reduce_fn 2025-09-07T06:38:50.7978900Z >>> def reduce_fn(x): 2025-09-07T06:38:50.7978960Z >>> return torch.mean(x, dim=0) 2025-09-07T06:38:50.7979000Z >>> 2025-09-07T06:38:50.7979070Z >>> # Initialize mask_fn 2025-09-07T06:38:50.7979120Z >>> def mask_fn(data): 2025-09-07T06:38:50.7979210Z >>> return torch.eye(data.shape).to(data.device) 2025-09-07T06:38:50.7979250Z >>> 2025-09-07T06:38:50.7979290Z >>> 2025-09-07T06:38:50.7979360Z >>> act_sparsifier.register_layer( 2025-09-07T06:38:50.7979410Z ... model.some_layer, 2025-09-07T06:38:50.7979470Z ... aggregate_fn=agg_fn, 2025-09-07T06:38:50.7979520Z ... reduce_fn=reduce_fn, 2025-09-07T06:38:50.7979570Z ... mask_fn=mask_fn, 2025-09-07T06:38:50.7979610Z ... ) 2025-09-07T06:38:50.7979660Z >>> 2025-09-07T06:38:50.7979710Z >>> # start training process 2025-09-07T06:38:50.7979760Z >>> for _ in [...]: 2025-09-07T06:38:50.7979810Z >>> # epoch starts 2025-09-07T06:38:50.7979920Z >>> # model.forward(), compute_loss() and model.backwards() 2025-09-07T06:38:50.7979960Z >>> # epoch ends 2025-09-07T06:38:50.7980020Z >>> act_sparsifier.step() 2025-09-07T06:38:50.7980080Z >>> # end training process 2025-09-07T06:38:50.7980140Z >>> sparsifier.squash_mask() 2025-09-07T06:38:50.7980180Z 2025-09-07T06:38:50.7980330Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7980370Z 2025-09-07T06:38:50.7980420Z warnings.warn(msg) 2025-09-07T06:38:50.7980460Z 2025-09-07T06:38:50.7980580Z --- Parse Warning: 142 / 146 --- 2025-09-07T06:38:50.7981400Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BaseDataScheduler.get_schedule_param in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/ao/pruning/_experimental/data_scheduler/base_data_scheduler.py line=91. 2025-09-07T06:38:50.7981560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7981600Z 2025-09-07T06:38:50.7981730Z Abstract method that needs to be implemented by the child class. 2025-09-07T06:38:50.7981880Z The expected return type should is a dictionary of name to schedule_param value 2025-09-07T06:38:50.7982060Z The returned values will be updated in sparsifier when the scheduler step() function 2025-09-07T06:38:50.7982100Z is called. 2025-09-07T06:38:50.7982140Z 2025-09-07T06:38:50.7982180Z Example: 2025-09-07T06:38:50.7982250Z >>> def get_schedule_param(self): 2025-09-07T06:38:50.7982300Z ... new_param = {} 2025-09-07T06:38:50.7982400Z ... for name in self.sparsifier.data_groups.keys(): 2025-09-07T06:38:50.7982450Z ... new_param[name] = ( 2025-09-07T06:38:50.7982580Z ... self.sparsifier.data_groups[name][self.schedule_param] * 0.5 2025-09-07T06:38:50.7982620Z ... ) 2025-09-07T06:38:50.7982680Z ... return new_param 2025-09-07T06:38:50.7982710Z 2025-09-07T06:38:50.7982920Z When the step() function is called, the value in self.sparsifier.data_groups[name][self.schedule_param] 2025-09-07T06:38:50.7982970Z would be halved 2025-09-07T06:38:50.7983000Z 2025-09-07T06:38:50.7983160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7983200Z 2025-09-07T06:38:50.7983250Z warnings.warn(msg) 2025-09-07T06:38:50.7983290Z 2025-09-07T06:38:50.7983390Z --- Parse Warning: 143 / 146 --- 2025-09-07T06:38:50.7984090Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=RelaxedBernoulli in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/relaxed_bernoulli.py line=120. 2025-09-07T06:38:50.7984270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7984330Z 2025-09-07T06:38:50.7984440Z Creates a RelaxedBernoulli distribution, parametrized by 2025-09-07T06:38:50.7984560Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits` 2025-09-07T06:38:50.7984690Z (but not both). This is a relaxed version of the `Bernoulli` distribution, 2025-09-07T06:38:50.7984800Z so the values are in (0, 1), and has reparametrizable samples. 2025-09-07T06:38:50.7984840Z 2025-09-07T06:38:50.7984890Z Example:: 2025-09-07T06:38:50.7984930Z 2025-09-07T06:38:50.7985010Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:50.7985090Z >>> m = RelaxedBernoulli(torch.tensor([2.2]), 2025-09-07T06:38:50.7985170Z ... torch.tensor([0.1, 0.2, 0.3, 0.99])) 2025-09-07T06:38:50.7985220Z >>> m.sample() 2025-09-07T06:38:50.7985290Z tensor([ 0.2951, 0.3442, 0.8918, 0.9021]) 2025-09-07T06:38:50.7985330Z 2025-09-07T06:38:50.7985370Z Args: 2025-09-07T06:38:50.7985460Z temperature (Tensor): relaxation temperature 2025-09-07T06:38:50.7985560Z probs (Number, Tensor): the probability of sampling `1` 2025-09-07T06:38:50.7985660Z logits (Number, Tensor): the log-odds of sampling `1` 2025-09-07T06:38:50.7985700Z 2025-09-07T06:38:50.7985850Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7985890Z 2025-09-07T06:38:50.7985940Z warnings.warn(msg) 2025-09-07T06:38:50.7985980Z 2025-09-07T06:38:50.7986110Z --- Parse Warning: 144 / 146 --- 2025-09-07T06:38:50.7986850Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=RelaxedOneHotCategorical in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/relaxed_categorical.py line=109. 2025-09-07T06:38:50.7987010Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7987050Z 2025-09-07T06:38:50.7987180Z Creates a RelaxedOneHotCategorical distribution parametrized by 2025-09-07T06:38:50.7987300Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits`. 2025-09-07T06:38:50.7987480Z This is a relaxed version of the :class:`OneHotCategorical` distribution, so 2025-09-07T06:38:50.7987570Z its samples are on simplex, and are reparametrizable. 2025-09-07T06:38:50.7987610Z 2025-09-07T06:38:50.7987660Z Example:: 2025-09-07T06:38:50.7987700Z 2025-09-07T06:38:50.7987780Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:50.7987880Z >>> m = RelaxedOneHotCategorical(torch.tensor([2.2]), 2025-09-07T06:38:50.7987970Z ... torch.tensor([0.1, 0.2, 0.3, 0.4])) 2025-09-07T06:38:50.7988010Z >>> m.sample() 2025-09-07T06:38:50.7988080Z tensor([ 0.1294, 0.2324, 0.3859, 0.2523]) 2025-09-07T06:38:50.7988120Z 2025-09-07T06:38:50.7988160Z Args: 2025-09-07T06:38:50.7988250Z temperature (Tensor): relaxation temperature 2025-09-07T06:38:50.7988310Z probs (Tensor): event probabilities 2025-09-07T06:38:50.7988430Z logits (Tensor): unnormalized log probability for each event 2025-09-07T06:38:50.7988470Z 2025-09-07T06:38:50.7988620Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7988660Z 2025-09-07T06:38:50.7988710Z warnings.warn(msg) 2025-09-07T06:38:50.7988750Z 2025-09-07T06:38:50.7988850Z --- Parse Warning: 145 / 146 --- 2025-09-07T06:38:50.7989630Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=LowRankMultivariateNormal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/lowrank_multivariate_normal.py line=56. 2025-09-07T06:38:50.7989810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7989850Z 2025-09-07T06:38:50.7990040Z Creates a multivariate normal distribution with covariance matrix having a low-rank form 2025-09-07T06:38:50.7990150Z parameterized by :attr:`cov_factor` and :attr:`cov_diag`:: 2025-09-07T06:38:50.7990190Z 2025-09-07T06:38:50.7990300Z covariance_matrix = cov_factor @ cov_factor.T + cov_diag 2025-09-07T06:38:50.7990340Z 2025-09-07T06:38:50.7990380Z Example: 2025-09-07T06:38:50.7990470Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-09-07T06:38:50.7990550Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-09-07T06:38:50.7990620Z >>> m = LowRankMultivariateNormal( 2025-09-07T06:38:50.7990730Z ... torch.zeros(2), torch.tensor([[1.0], [0.0]]), torch.ones(2) 2025-09-07T06:38:50.7990770Z ... ) 2025-09-07T06:38:50.7990950Z >>> m.sample() # normally distributed with mean=`[0,0]`, cov_factor=`[[1],[0]]`, cov_diag=`[1,1]` 2025-09-07T06:38:50.7991000Z tensor([-0.2102, -0.5429]) 2025-09-07T06:38:50.7991040Z 2025-09-07T06:38:50.7991080Z Args: 2025-09-07T06:38:50.7991230Z loc (Tensor): mean of the distribution with shape `batch_shape + event_shape` 2025-09-07T06:38:50.7991380Z cov_factor (Tensor): factor part of low-rank form of covariance matrix with shape 2025-09-07T06:38:50.7991460Z `batch_shape + event_shape + (rank,)` 2025-09-07T06:38:50.7991630Z cov_diag (Tensor): diagonal part of low-rank form of covariance matrix with shape 2025-09-07T06:38:50.7991690Z `batch_shape + event_shape` 2025-09-07T06:38:50.7991730Z 2025-09-07T06:38:50.7991770Z Note: 2025-09-07T06:38:50.7991930Z The computation for determinant and inverse of covariance matrix is avoided when 2025-09-07T06:38:50.7992070Z `cov_factor.shape[1] << cov_factor.shape[0]` thanks to `Woodbury matrix identity 2025-09-07T06:38:50.7992200Z `_ and 2025-09-07T06:38:50.7992380Z `matrix determinant lemma `_. 2025-09-07T06:38:50.7992530Z Thanks to these formulas, we just need to compute the determinant and inverse of 2025-09-07T06:38:50.7992630Z the small size "capacitance" matrix:: 2025-09-07T06:38:50.7992670Z 2025-09-07T06:38:50.7992780Z capacitance = I + cov_factor.T @ inv(cov_diag) @ cov_factor 2025-09-07T06:38:50.7992820Z 2025-09-07T06:38:50.7992970Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7993010Z 2025-09-07T06:38:50.7993060Z warnings.warn(msg) 2025-09-07T06:38:50.7993100Z 2025-09-07T06:38:50.7993200Z --- Parse Warning: 146 / 146 --- 2025-09-07T06:38:50.7993910Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MixtureSameFamily in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/distributions/mixture_same_family.py line=15. 2025-09-07T06:38:50.7994070Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-09-07T06:38:50.7994110Z 2025-09-07T06:38:50.7994240Z The `MixtureSameFamily` distribution implements a (batch of) mixture 2025-09-07T06:38:50.7994390Z distribution where all component are from different parameterizations of 2025-09-07T06:38:50.7994510Z the same distribution type. It is parameterized by a `Categorical` 2025-09-07T06:38:50.7994660Z "selecting distribution" (over `k` component) and a component 2025-09-07T06:38:50.7994790Z distribution, i.e., a `Distribution` with a rightmost batch shape 2025-09-07T06:38:50.7994890Z (equal to `[k]`) which indexes each (batch of) component. 2025-09-07T06:38:50.7994920Z 2025-09-07T06:38:50.7994970Z Examples:: 2025-09-07T06:38:50.7995010Z 2025-09-07T06:38:50.7995100Z >>> # xdoctest: +SKIP("undefined vars") 2025-09-07T06:38:50.7995220Z >>> # Construct Gaussian Mixture Model in 1D consisting of 5 equally 2025-09-07T06:38:50.7995290Z >>> # weighted normal distributions 2025-09-07T06:38:50.7995360Z >>> mix = D.Categorical(torch.ones(5,)) 2025-09-07T06:38:50.7995450Z >>> comp = D.Normal(torch.randn(5,), torch.rand(5,)) 2025-09-07T06:38:50.7995520Z >>> gmm = MixtureSameFamily(mix, comp) 2025-09-07T06:38:50.7995560Z 2025-09-07T06:38:50.7995680Z >>> # Construct Gaussian Mixture Model in 2D consisting of 5 equally 2025-09-07T06:38:50.7995760Z >>> # weighted bivariate normal distributions 2025-09-07T06:38:50.7995830Z >>> mix = D.Categorical(torch.ones(5,)) 2025-09-07T06:38:50.7995890Z >>> comp = D.Independent(D.Normal( 2025-09-07T06:38:50.7995970Z ... torch.randn(5,2), torch.rand(5,2)), 1) 2025-09-07T06:38:50.7996040Z >>> gmm = MixtureSameFamily(mix, comp) 2025-09-07T06:38:50.7996080Z 2025-09-07T06:38:50.7996190Z >>> # Construct a batch of 3 Gaussian Mixture Models in 2D each 2025-09-07T06:38:50.7996320Z >>> # consisting of 5 random weighted bivariate normal distributions 2025-09-07T06:38:50.7996390Z >>> mix = D.Categorical(torch.rand(3,5)) 2025-09-07T06:38:50.7996450Z >>> comp = D.Independent(D.Normal( 2025-09-07T06:38:50.7996530Z ... torch.randn(3,5,2), torch.rand(3,5,2)), 1) 2025-09-07T06:38:50.7996620Z >>> gmm = MixtureSameFamily(mix, comp) 2025-09-07T06:38:50.7996660Z 2025-09-07T06:38:50.7996700Z Args: 2025-09-07T06:38:50.7996830Z mixture_distribution: `torch.distributions.Categorical`-like 2025-09-07T06:38:50.7996940Z instance. Manages the probability of selecting component. 2025-09-07T06:38:50.7997040Z The number of categories must match the rightmost batch 2025-09-07T06:38:50.7997160Z dimension of the `component_distribution`. Must have either 2025-09-07T06:38:50.7997250Z scalar `batch_shape` or `batch_shape` matching 2025-09-07T06:38:50.7997330Z `component_distribution.batch_shape[:-1]` 2025-09-07T06:38:50.7997460Z component_distribution: `torch.distributions.Distribution`-like 2025-09-07T06:38:50.7997590Z instance. Right-most batch dimension indexes component. 2025-09-07T06:38:50.7997630Z 2025-09-07T06:38:50.7997780Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-09-07T06:38:50.7997820Z 2025-09-07T06:38:50.7997870Z warnings.warn(msg) 2025-09-07T06:38:50.7997910Z 2025-09-07T06:38:50.7997970Z  2025-09-07T06:38:50.7998060Z === Found 8 run-time warnings === 2025-09-07T06:38:50.7998160Z --- Runtime Warning: 1 / 8 --- 2025-09-07T06:38:50.7998330Z example = 2025-09-07T06:38:50.7998770Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/library.py:282: UserWarning: Warning only once for all operators, other operators may also be overridden. 2025-09-07T06:38:50.7998960Z Overriding a previously registered kernel for the same operator and the same dispatch key 2025-09-07T06:38:50.7999080Z operator: aten::div.Tensor(Tensor self, Tensor other) -> Tensor 2025-09-07T06:38:50.7999300Z registered at /Users/ec2-user/runner/_work/pytorch/pytorch/build/aten/src/ATen/RegisterSchema.cpp:6 2025-09-07T06:38:50.7999350Z dispatch key: CPU 2025-09-07T06:38:50.7999640Z previous kernel: registered at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/LegacyBatchingRegistrations.cpp:1079 2025-09-07T06:38:50.8000360Z new kernel: registered at :1 (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/core/dispatch/OperatorEntry.cpp:225.) 2025-09-07T06:38:50.8000460Z impl_fn(self.ns, name.split("::")[-1], dispatch_key) 2025-09-07T06:38:50.8000500Z 2025-09-07T06:38:50.8000600Z --- Runtime Warning: 2 / 8 --- 2025-09-07T06:38:50.8000750Z example = 2025-09-07T06:38:50.8001620Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/_tensor.py:1351: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/c10/core/TensorImpl.h:1974.) 2025-09-07T06:38:50.8001690Z return super().refine_names(names) 2025-09-07T06:38:50.8001730Z 2025-09-07T06:38:50.8001820Z --- Runtime Warning: 3 / 8 --- 2025-09-07T06:38:50.8001960Z example = 2025-09-07T06:38:50.8003220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nested/__init__.py:117: UserWarning: The PyTorch API of nested tensors is in prototype stage and will change in the near future. We recommend specifying layout=torch.jagged when constructing a nested tensor, as this layout receives active development, has better operator coverage, and works with torch.compile. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/NestedTensorImpl.cpp:182.) 2025-09-07T06:38:50.8003380Z return torch._nested_tensor_from_tensor_list(ts, dtype, None, device, None) 2025-09-07T06:38:50.8003420Z 2025-09-07T06:38:50.8003510Z --- Runtime Warning: 4 / 8 --- 2025-09-07T06:38:50.8003690Z example = 2025-09-07T06:38:50.8004610Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/fx/experimental/const_fold.py:278: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer 2025-09-07T06:38:50.8004730Z new_node = root_const_gm.graph.get_attr(in_node.target) 2025-09-07T06:38:50.8004770Z 2025-09-07T06:38:50.8004870Z --- Runtime Warning: 5 / 8 --- 2025-09-07T06:38:50.8005030Z example = 2025-09-07T06:38:50.8008320Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py:144: FutureWarning: `torch.nn.utils.weight_norm` is deprecated in favor of `torch.nn.utils.parametrizations.weight_norm`. 2025-09-07T06:38:50.8008410Z WeightNorm.apply(module, name, dim) 2025-09-07T06:38:50.8008450Z 2025-09-07T06:38:50.8008560Z --- Runtime Warning: 6 / 8 --- 2025-09-07T06:38:50.8008740Z example = 2025-09-07T06:38:50.8009270Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py:144: FutureWarning: `torch.nn.utils.weight_norm` is deprecated in favor of `torch.nn.utils.parametrizations.weight_norm`. 2025-09-07T06:38:50.8009340Z WeightNorm.apply(module, name, dim) 2025-09-07T06:38:50.8009380Z 2025-09-07T06:38:50.8009480Z --- Runtime Warning: 7 / 8 --- 2025-09-07T06:38:50.8009730Z example = 2025-09-07T06:38:50.8010440Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py:392: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance) 2025-09-07T06:38:50.8010490Z warnings.warn( 2025-09-07T06:38:50.8010530Z 2025-09-07T06:38:50.8010620Z --- Runtime Warning: 8 / 8 --- 2025-09-07T06:38:50.8010810Z example = 2025-09-07T06:38:50.8011490Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/nn/modules/transformer.py:392: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance) 2025-09-07T06:38:50.8011550Z warnings.warn( 2025-09-07T06:38:50.8011590Z 2025-09-07T06:38:50.8011760Z === 338 passed, 394 skipped, 154 warnings in 9.54 seconds === 2025-09-07T06:38:50.8779800Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions 2025-09-07T06:38:50.8783860Z Preparing metadata (setup.py): started 2025-09-07T06:38:52.4192150Z Preparing metadata (setup.py): finished with status 'done' 2025-09-07T06:38:52.4211620Z Building wheels for collected packages: torch_test_cpp_extension 2025-09-07T06:38:52.4218690Z DEPRECATION: Building 'torch_test_cpp_extension' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torch_test_cpp_extension'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T06:38:52.4220040Z Building wheel for torch_test_cpp_extension (setup.py): started 2025-09-07T06:39:22.7048660Z Building wheel for torch_test_cpp_extension (setup.py): finished with status 'done' 2025-09-07T06:39:22.7054850Z Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp312-cp312-macosx_14_0_arm64.whl size=371856 sha256=54f3f3d00f5cf6ef366ad1e815372b33e441a862a1ec144869f35e9fe2c65ee4 2025-09-07T06:39:22.7055870Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-7rybm8i4/wheels/13/fd/2b/cbd255147070b1ddf079ebfdc11234c68b4b24a481cb702046 2025-09-07T06:39:22.7072080Z Successfully built torch_test_cpp_extension 2025-09-07T06:39:22.7788150Z Installing collected packages: torch_test_cpp_extension 2025-09-07T06:39:22.7857530Z Successfully installed torch_test_cpp_extension-0.0.0 2025-09-07T06:39:22.7882960Z 2025-09-07T06:39:22.7883210Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:39:22.7883490Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:39:24.0588580Z 2025-09-07T06:39:24.0589760Z Running tests... 2025-09-07T06:39:24.0590000Z ---------------------------------------------------------------------- 2025-09-07T06:39:24.2004170Z . 2025-09-07T06:39:24.2004420Z ---------------------------------------------------------------------- 2025-09-07T06:39:24.2004660Z Ran 1 test in 0.142s 2025-09-07T06:39:24.2004760Z 2025-09-07T06:39:24.2004820Z OK 2025-09-07T06:39:24.2004880Z 2025-09-07T06:39:24.2004950Z Generating XML reports... 2025-09-07T06:39:24.5099190Z Running test_autoload_enable 1/1 ... [2025-09-07 06:39:24.509774] 2025-09-07T06:39:24.6940360Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions 2025-09-07T06:39:24.6944420Z Preparing metadata (setup.py): started 2025-09-07T06:39:26.2197190Z Preparing metadata (setup.py): finished with status 'done' 2025-09-07T06:39:26.2216840Z Building wheels for collected packages: torch_test_cpp_extension 2025-09-07T06:39:26.2224030Z DEPRECATION: Building 'torch_test_cpp_extension' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torch_test_cpp_extension'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T06:39:26.2225340Z Building wheel for torch_test_cpp_extension (setup.py): started 2025-09-07T06:39:56.1125280Z Building wheel for torch_test_cpp_extension (setup.py): finished with status 'done' 2025-09-07T06:39:56.1131400Z Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp312-cp312-macosx_14_0_arm64.whl size=371851 sha256=e982d2c8aa95aa77b8d43a3d8e07b840dfa02e58798ae27d43731ab530778128 2025-09-07T06:39:56.1132420Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-6mkmlqch/wheels/13/fd/2b/cbd255147070b1ddf079ebfdc11234c68b4b24a481cb702046 2025-09-07T06:39:56.1148100Z Successfully built torch_test_cpp_extension 2025-09-07T06:39:56.1864470Z Installing collected packages: torch_test_cpp_extension 2025-09-07T06:39:56.1937230Z Successfully installed torch_test_cpp_extension-0.0.0 2025-09-07T06:39:56.1962890Z 2025-09-07T06:39:56.1963130Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:39:56.1963410Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:39:57.4689230Z 2025-09-07T06:39:57.4689540Z Running tests... 2025-09-07T06:39:57.4689780Z ---------------------------------------------------------------------- 2025-09-07T06:39:57.6083010Z . 2025-09-07T06:39:57.6083500Z ---------------------------------------------------------------------- 2025-09-07T06:39:57.6083770Z Ran 1 test in 0.139s 2025-09-07T06:39:57.6083870Z 2025-09-07T06:39:57.6083910Z OK 2025-09-07T06:39:57.6083980Z 2025-09-07T06:39:57.6084040Z Generating XML reports... 2025-09-07T06:39:57.9119830Z Running test_cpp_extensions_aot_ninja 1/1 ... [2025-09-07 06:39:57.911852] 2025-09-07T06:39:58.1385610Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions 2025-09-07T06:39:58.1389700Z Preparing metadata (setup.py): started 2025-09-07T06:39:59.7027610Z Preparing metadata (setup.py): finished with status 'done' 2025-09-07T06:39:59.7047260Z Building wheels for collected packages: torch_test_cpp_extension 2025-09-07T06:39:59.7054330Z DEPRECATION: Building 'torch_test_cpp_extension' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torch_test_cpp_extension'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T06:39:59.7055640Z Building wheel for torch_test_cpp_extension (setup.py): started 2025-09-07T06:40:29.9544230Z Building wheel for torch_test_cpp_extension (setup.py): finished with status 'done' 2025-09-07T06:40:29.9550390Z Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp312-cp312-macosx_14_0_arm64.whl size=371946 sha256=f7efe874f4cac91996dfa8cfe3e315e7f2a67c49a6c4a1bdd89ef3345717c19d 2025-09-07T06:40:29.9551410Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-mftv73k8/wheels/13/fd/2b/cbd255147070b1ddf079ebfdc11234c68b4b24a481cb702046 2025-09-07T06:40:29.9567310Z Successfully built torch_test_cpp_extension 2025-09-07T06:40:30.0284890Z Installing collected packages: torch_test_cpp_extension 2025-09-07T06:40:30.0373730Z Successfully installed torch_test_cpp_extension-0.0.0 2025-09-07T06:40:30.0399290Z 2025-09-07T06:40:30.0399530Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:40:30.0399810Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:40:30.2517170Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test 2025-09-07T06:40:30.2521540Z Preparing metadata (setup.py): started 2025-09-07T06:40:31.1555370Z Preparing metadata (setup.py): finished with status 'done' 2025-09-07T06:40:31.1574610Z Building wheels for collected packages: no_python_abi_suffix_test 2025-09-07T06:40:31.1581620Z DEPRECATION: Building 'no_python_abi_suffix_test' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'no_python_abi_suffix_test'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T06:40:31.1582930Z Building wheel for no_python_abi_suffix_test (setup.py): started 2025-09-07T06:40:32.2125480Z Building wheel for no_python_abi_suffix_test (setup.py): finished with status 'done' 2025-09-07T06:40:32.2129280Z Created wheel for no_python_abi_suffix_test: filename=no_python_abi_suffix_test-0.0.0-cp312-cp312-macosx_14_0_arm64.whl size=2172 sha256=0da360a2803367a1b89200072114ac0ef2a91054ea93679a5244df8c208dba31 2025-09-07T06:40:32.2130270Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-w63vvbrg/wheels/c5/2d/34/77d7c88192227d22cd6f98e25e399687dca6007a8a63b50d3c 2025-09-07T06:40:32.2145780Z Successfully built no_python_abi_suffix_test 2025-09-07T06:40:32.2868210Z Installing collected packages: no_python_abi_suffix_test 2025-09-07T06:40:32.2931300Z Successfully installed no_python_abi_suffix_test-0.0.0 2025-09-07T06:40:32.2957320Z 2025-09-07T06:40:32.2957560Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:40:32.2957840Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:40:32.3264620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:40:32.3268880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cpp_extensions_aot_ninja.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:40:32.326770] 2025-09-07T06:40:34.5610720Z 2025-09-07T06:40:34.5611390Z test_cpp_extensions_aot_ninja 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_aot_ninja_1.1_49c7453e23620c7a_.log 2025-09-07T06:40:34.5616380Z Running 21 items in this shard: test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_backward, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cublas_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cuda_dlink_libs, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cuda_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cusolver_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_extension_function, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_extension_module, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_mps_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_no_python_abi_suffix_sets_the_correct_library_name, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_optional, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_sycl_extension, test/test_cpp_extensions_aot_ninja.py::TestPybindTypeCasters::test_pybind_return_types, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_add, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_autocast_apis_for_maia_device, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_conv_backend_override, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_matmul_autocast_default_precision, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_matmul_autocast_float16_precision, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_unregistered, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_zeros, test/test_cpp_extensions_aot_ninja.py::TestRNGExtension::test_rng, test/test_cpp_extensions_aot_ninja.py::TestTorchLibrary::test_torch_library 2025-09-07T06:40:34.5620740Z 2025-09-07T06:40:34.5620890Z Running test_cpp_extensions_aot_no_ninja 1/1 ... [2025-09-07 06:40:34.561745] 2025-09-07T06:40:34.5630740Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-09-07T06:40:34.5631060Z Uploading artifacts took 0.00 seconds 2025-09-07T06:40:34.7454330Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions 2025-09-07T06:40:34.7458360Z Preparing metadata (setup.py): started 2025-09-07T06:40:36.2734040Z Preparing metadata (setup.py): finished with status 'done' 2025-09-07T06:40:36.2753690Z Building wheels for collected packages: torch_test_cpp_extension 2025-09-07T06:40:36.2760500Z DEPRECATION: Building 'torch_test_cpp_extension' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torch_test_cpp_extension'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T06:40:36.2761820Z Building wheel for torch_test_cpp_extension (setup.py): started 2025-09-07T06:41:06.1489450Z Building wheel for torch_test_cpp_extension (setup.py): finished with status 'done' 2025-09-07T06:41:06.1495490Z Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp312-cp312-macosx_14_0_arm64.whl size=371850 sha256=8121fe5099f6ede90b928149363174b3519e2e39716def42362a297ae7e9d18e 2025-09-07T06:41:06.1496510Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-opezz354/wheels/13/fd/2b/cbd255147070b1ddf079ebfdc11234c68b4b24a481cb702046 2025-09-07T06:41:06.1512450Z Successfully built torch_test_cpp_extension 2025-09-07T06:41:06.2235800Z Installing collected packages: torch_test_cpp_extension 2025-09-07T06:41:06.2316490Z Successfully installed torch_test_cpp_extension-0.0.0 2025-09-07T06:41:06.2342140Z 2025-09-07T06:41:06.2342420Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:41:06.2342850Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:41:06.4451080Z Processing /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test 2025-09-07T06:41:06.4455060Z Preparing metadata (setup.py): started 2025-09-07T06:41:07.3439970Z Preparing metadata (setup.py): finished with status 'done' 2025-09-07T06:41:07.3459310Z Building wheels for collected packages: no_python_abi_suffix_test 2025-09-07T06:41:07.3466070Z DEPRECATION: Building 'no_python_abi_suffix_test' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'no_python_abi_suffix_test'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T06:41:07.3467390Z Building wheel for no_python_abi_suffix_test (setup.py): started 2025-09-07T06:41:08.3765320Z Building wheel for no_python_abi_suffix_test (setup.py): finished with status 'done' 2025-09-07T06:41:08.3769400Z Created wheel for no_python_abi_suffix_test: filename=no_python_abi_suffix_test-0.0.0-cp312-cp312-macosx_14_0_arm64.whl size=2172 sha256=bf8ed7304d1447f076f9736fdd90b26f5d81542b0550972d40ba2c84bbb0fb9a 2025-09-07T06:41:08.3770700Z Stored in directory: /private/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/pip-ephem-wheel-cache-32vawidv/wheels/c5/2d/34/77d7c88192227d22cd6f98e25e399687dca6007a8a63b50d3c 2025-09-07T06:41:08.3786150Z Successfully built no_python_abi_suffix_test 2025-09-07T06:41:08.4497590Z Installing collected packages: no_python_abi_suffix_test 2025-09-07T06:41:08.4553470Z Successfully installed no_python_abi_suffix_test-0.0.0 2025-09-07T06:41:08.4578680Z 2025-09-07T06:41:08.4578910Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T06:41:08.4579180Z [notice] To update, run: pip install --upgrade pip 2025-09-07T06:41:08.4866280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:08.4870180Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cpp_extensions_aot_no_ninja.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:08.486904] 2025-09-07T06:41:10.5480110Z 2025-09-07T06:41:10.5481720Z test_cpp_extensions_aot_no_ninja 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_aot_no_ninja_1.1_8b150c301ad0fb85_.log 2025-09-07T06:41:10.5486800Z Running 21 items in this shard: test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_backward, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cublas_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cuda_dlink_libs, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cuda_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cusolver_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_extension_function, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_extension_module, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_mps_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_no_python_abi_suffix_sets_the_correct_library_name, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_optional, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_sycl_extension, test/test_cpp_extensions_aot_no_ninja.py::TestPybindTypeCasters::test_pybind_return_types, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_add, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_autocast_apis_for_maia_device, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_conv_backend_override, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_matmul_autocast_default_precision, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_matmul_autocast_float16_precision, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_unregistered, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_zeros, test/test_cpp_extensions_aot_no_ninja.py::TestRNGExtension::test_rng, test/test_cpp_extensions_aot_no_ninja.py::TestTorchLibrary::test_torch_library 2025-09-07T06:41:10.5491390Z 2025-09-07T06:41:10.5491550Z Running inductor/test_kernel_benchmark 1/1 ... [2025-09-07 06:41:10.548541] 2025-09-07T06:41:10.5491840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:10.5492630Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:10.548795] 2025-09-07T06:41:12.9794230Z 2025-09-07T06:41:12.9794880Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_50d59f00b6235b33_.log 2025-09-07T06:41:12.9795410Z 2025-09-07T06:41:12.9798520Z Running inductor/test_cudagraph_trees 1/1 ... [2025-09-07 06:41:12.979766] 2025-09-07T06:41:12.9798830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:12.9801970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:12.980071] 2025-09-07T06:41:15.4108510Z 2025-09-07T06:41:15.4109140Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_068d3733de6824b1_.log 2025-09-07T06:41:15.4109650Z 2025-09-07T06:41:15.4112750Z Running inductor/test_compile_subprocess 1/2 ... [2025-09-07 06:41:15.411196] 2025-09-07T06:41:15.4113080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:15.4116200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:15.411511] 2025-09-07T06:41:18.0837730Z 2025-09-07T06:41:18.0838340Z inductor/test_compile_subprocess 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.2_0324558c9c2d7f7e_.log 2025-09-07T06:41:18.0838920Z Running 0 items in this shard: 2025-09-07T06:41:18.0839050Z 2025-09-07T06:41:18.0842030Z Running inductor/test_minifier 1/1 ... [2025-09-07 06:41:18.084148] 2025-09-07T06:41:18.0842320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:18.0845240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_minifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:18.084430] 2025-09-07T06:41:20.4735690Z 2025-09-07T06:41:20.4736260Z inductor/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_1.1_76d8db0dad979a42_.log 2025-09-07T06:41:20.4736740Z 2025-09-07T06:41:20.4740040Z Running test_cuda_expandable_segments 1/1 ... [2025-09-07 06:41:20.473929] 2025-09-07T06:41:20.4740380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:20.4743490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cuda_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:20.474235] 2025-09-07T06:41:22.7388740Z 2025-09-07T06:41:22.7389390Z test_cuda_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_expandable_segments_1.1_bb01515e8b11a25f_.log 2025-09-07T06:41:22.7389870Z 2025-09-07T06:41:22.7393310Z Running inductor/test_torchinductor_dynamic_shapes 2/4 ... [2025-09-07 06:41:22.739245] 2025-09-07T06:41:22.7393650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:22.7396670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:22.739548] 2025-09-07T06:41:25.6005360Z 2025-09-07T06:41:25.6006100Z inductor/test_torchinductor_dynamic_shapes 2/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_2.4_721627646c0c66aa_.log 2025-09-07T06:41:25.6006800Z Running 0 items in this shard: 2025-09-07T06:41:25.6007190Z 2025-09-07T06:41:25.6010100Z Running inductor/test_torchinductor_dynamic_shapes 4/4 ... [2025-09-07 06:41:25.600934] 2025-09-07T06:41:25.6010490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:25.6013980Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:25.601272] 2025-09-07T06:41:28.4419290Z 2025-09-07T06:41:28.4420030Z inductor/test_torchinductor_dynamic_shapes 4/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_4.4_07dcbb9f1a52568c_.log 2025-09-07T06:41:28.4421050Z Running 1 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_block_sizes_dynamic_shapes_mps 2025-09-07T06:41:28.4421510Z 2025-09-07T06:41:28.4423920Z Running export/test_torchbind 1/1 ... [2025-09-07 06:41:28.442329] 2025-09-07T06:41:28.4429190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:28.4430080Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:28.442643] 2025-09-07T06:41:30.9812970Z 2025-09-07T06:41:30.9813660Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_0861920a0327de8b_.log 2025-09-07T06:41:30.9814380Z Running 0 items in this shard: 2025-09-07T06:41:30.9814550Z 2025-09-07T06:41:30.9818700Z Running test_nestedtensor 1/2 ... [2025-09-07 06:41:30.981794] 2025-09-07T06:41:30.9819270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:30.9823020Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:30.982180] 2025-09-07T06:41:33.6414240Z 2025-09-07T06:41:33.6414760Z test_nestedtensor 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_1.2_16cdcff211650726_.log 2025-09-07T06:41:33.6415280Z Running 0 items in this shard: 2025-09-07T06:41:33.6415410Z 2025-09-07T06:41:33.6418770Z Running inductor/test_padding 1/1 ... [2025-09-07 06:41:33.641811] 2025-09-07T06:41:33.6419300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:33.6422110Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_padding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:33.642117] 2025-09-07T06:41:36.0381630Z 2025-09-07T06:41:36.0382200Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_e2a377d0564c615b_.log 2025-09-07T06:41:36.0382640Z 2025-09-07T06:41:36.0385880Z Running dynamo/test_subclasses 1/1 ... [2025-09-07 06:41:36.038513] 2025-09-07T06:41:36.0386160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:36.0389110Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:36.038806] 2025-09-07T06:41:38.5391510Z 2025-09-07T06:41:38.5392260Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_a8deee3f402da407_.log 2025-09-07T06:41:38.5393020Z Running 0 items in this shard: 2025-09-07T06:41:38.5393160Z 2025-09-07T06:41:38.5396020Z Running export/test_draft_export 1/1 ... [2025-09-07 06:41:38.539541] 2025-09-07T06:41:38.5396320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:38.5399580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:38.539846] 2025-09-07T06:41:40.2608010Z 2025-09-07T06:41:40.2608770Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_0060f83ed2f7ba64_.log 2025-09-07T06:41:40.2609460Z Running 0 items in this shard: 2025-09-07T06:41:40.2609620Z 2025-09-07T06:41:40.2613420Z Running test_sparse 1/1 ... [2025-09-07 06:41:40.261271] 2025-09-07T06:41:40.2613750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:40.2617360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_sparse.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:40.261628] 2025-09-07T06:41:43.0911550Z 2025-09-07T06:41:43.0912080Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_522e8fe6a9214847_.log 2025-09-07T06:41:43.0912670Z Running 0 items in this shard: 2025-09-07T06:41:43.0912830Z 2025-09-07T06:41:43.0915400Z Running test_package 1/1 ... [2025-09-07 06:41:43.091481] 2025-09-07T06:41:43.0915680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:43.0918510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:43.091761] 2025-09-07T06:41:44.7418820Z 2025-09-07T06:41:44.7419340Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_094cf665a37e8428_.log 2025-09-07T06:41:44.7419840Z Running 0 items in this shard: 2025-09-07T06:41:44.7419970Z 2025-09-07T06:41:44.7423000Z Running export/test_retraceability 1/1 ... [2025-09-07 06:41:44.742243] 2025-09-07T06:41:44.7423310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:44.7426340Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_retraceability.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:44.742535] 2025-09-07T06:41:47.3810740Z 2025-09-07T06:41:47.3811370Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_7c783557b2674efb_.log 2025-09-07T06:41:47.3812010Z Running 0 items in this shard: 2025-09-07T06:41:47.3812150Z 2025-09-07T06:41:47.3815630Z Running export/test_export_strict 1/1 ... [2025-09-07 06:41:47.381488] 2025-09-07T06:41:47.3815960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:47.3819190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:47.381815] 2025-09-07T06:41:49.9199620Z 2025-09-07T06:41:49.9200290Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_da4098ea362587b1_.log 2025-09-07T06:41:49.9201190Z Running 0 items in this shard: 2025-09-07T06:41:49.9201350Z 2025-09-07T06:41:49.9205150Z Running inductor/test_triton_extension_backend 1/1 ... [2025-09-07 06:41:49.920425] 2025-09-07T06:41:49.9205560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:49.9209520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:49.920817] 2025-09-07T06:41:52.3954620Z 2025-09-07T06:41:52.3955270Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_819b5b6c14fc845a_.log 2025-09-07T06:41:52.3955810Z 2025-09-07T06:41:52.3958770Z Running test_autoload 1/1 ... [2025-09-07 06:41:52.395801] 2025-09-07T06:41:52.3959050Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:52.3961880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_autoload.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:52.396099] 2025-09-07T06:41:53.9866020Z 2025-09-07T06:41:53.9866550Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_110cfdf19ef34467_.log 2025-09-07T06:41:53.9867070Z Running 0 items in this shard: 2025-09-07T06:41:53.9867210Z 2025-09-07T06:41:53.9870930Z Running dynamo/test_deque_reconstruct 1/1 ... [2025-09-07 06:41:53.987033] 2025-09-07T06:41:53.9871240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:53.9874490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_deque_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:53.987330] 2025-09-07T06:41:55.5917280Z 2025-09-07T06:41:55.5917990Z dynamo/test_deque_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deque_reconstruct_1.1_1f02b495a0cd7e3d_.log 2025-09-07T06:41:55.5918650Z Running 0 items in this shard: 2025-09-07T06:41:55.5918800Z 2025-09-07T06:41:55.5922130Z Running test_utils_config_module 1/1 ... [2025-09-07 06:41:55.592145] 2025-09-07T06:41:55.5922640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:55.5925540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:55.592462] 2025-09-07T06:41:57.1851580Z 2025-09-07T06:41:57.1852180Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_65921cf860469542_.log 2025-09-07T06:41:57.1852730Z Running 0 items in this shard: 2025-09-07T06:41:57.1852850Z 2025-09-07T06:41:57.1856070Z Running test_mkl_verbose 1/1 ... [2025-09-07 06:41:57.185528] 2025-09-07T06:41:57.1856350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:57.1858890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:57.185809] 2025-09-07T06:41:58.7882450Z 2025-09-07T06:41:58.7882990Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_d5f074d02e1931a3_.log 2025-09-07T06:41:58.7883640Z Running 0 items in this shard: 2025-09-07T06:41:58.7883770Z 2025-09-07T06:41:58.7886620Z Running export/test_unflatten_training_ir 1/1 ... [2025-09-07 06:41:58.788597] 2025-09-07T06:41:58.7886930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:41:58.7890120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:41:58.788896] 2025-09-07T06:42:00.4304940Z 2025-09-07T06:42:00.4305710Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_a4f27324954e6887_.log 2025-09-07T06:42:00.4306480Z Running 0 items in this shard: 2025-09-07T06:42:00.4306650Z 2025-09-07T06:42:00.4310390Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-09-07 06:42:00.430952] 2025-09-07T06:42:00.4310810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:00.4314490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:00.431319] 2025-09-07T06:42:02.2630130Z 2025-09-07T06:42:02.2630820Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_dce107dc487cca64_.log 2025-09-07T06:42:02.2631400Z Running 0 items in this shard: 2025-09-07T06:42:02.2631530Z 2025-09-07T06:42:02.2634440Z Running inductor/test_external_callables 1/1 ... [2025-09-07 06:42:02.263345] 2025-09-07T06:42:02.2634780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:02.2637520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:02.263639] 2025-09-07T06:42:03.9733180Z 2025-09-07T06:42:03.9733880Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_f7399868631efbbf_.log 2025-09-07T06:42:03.9734450Z Running 0 items in this shard: 2025-09-07T06:42:03.9734810Z 2025-09-07T06:42:03.9736960Z Running inductor/test_remote_cache 1/1 ... [2025-09-07 06:42:03.973635] 2025-09-07T06:42:03.9737250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:03.9740130Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_remote_cache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:03.973914] 2025-09-07T06:42:05.5683980Z 2025-09-07T06:42:05.5684580Z inductor/test_remote_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_remote_cache_1.1_e059a5d015a8ff5f_.log 2025-09-07T06:42:05.5685110Z Running 0 items in this shard: 2025-09-07T06:42:05.5685240Z 2025-09-07T06:42:05.5688000Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2025-09-07 06:42:05.568739] 2025-09-07T06:42:05.5688330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:05.5691390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:05.569044] 2025-09-07T06:42:08.1160400Z 2025-09-07T06:42:08.1161170Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_ffdb7b6efa0d66f1_.log 2025-09-07T06:42:08.1161930Z Running 0 items in this shard: 2025-09-07T06:42:08.1162090Z 2025-09-07T06:42:08.1165870Z Running inductor/test_ck_backend 1/1 ... [2025-09-07 06:42:08.116483] 2025-09-07T06:42:08.1166250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:08.1169500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:08.116835] 2025-09-07T06:42:10.5503960Z 2025-09-07T06:42:10.5504550Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_3d239e0950120bf2_.log 2025-09-07T06:42:10.5505010Z 2025-09-07T06:42:10.5508280Z Running inductor/test_best_config 1/1 ... [2025-09-07 06:42:10.550746] 2025-09-07T06:42:10.5508580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:10.5511610Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_best_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:10.551054] 2025-09-07T06:42:12.9484940Z 2025-09-07T06:42:12.9485570Z inductor/test_best_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_best_config_1.1_a5cfee19166cf934_.log 2025-09-07T06:42:12.9486050Z 2025-09-07T06:42:12.9489470Z Running inductor/test_triton_wrapper 1/1 ... [2025-09-07 06:42:12.948844] 2025-09-07T06:42:12.9489780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:12.9492310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_triton_wrapper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:12.949138] 2025-09-07T06:42:15.3579130Z 2025-09-07T06:42:15.3579790Z inductor/test_triton_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_wrapper_1.1_a845346cc8f9cfc4_.log 2025-09-07T06:42:15.3580490Z 2025-09-07T06:42:15.3583000Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2025-09-07 06:42:15.358245] 2025-09-07T06:42:15.3583330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:15.3586670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:15.358547] 2025-09-07T06:42:17.7733140Z 2025-09-07T06:42:17.7733850Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_0a216d6298746730_.log 2025-09-07T06:42:17.7734380Z 2025-09-07T06:42:17.7737690Z Running inductor/test_autoheuristic 1/1 ... [2025-09-07 06:42:17.773683] 2025-09-07T06:42:17.7738000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:17.7740710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_autoheuristic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:17.773988] 2025-09-07T06:42:20.1784990Z 2025-09-07T06:42:20.1785800Z inductor/test_autoheuristic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_autoheuristic_1.1_8e82f3625d653cbf_.log 2025-09-07T06:42:20.1786270Z 2025-09-07T06:42:20.1789540Z Running inductor/test_subgraph_choice 1/1 ... [2025-09-07 06:42:20.178873] 2025-09-07T06:42:20.1790040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:20.1792650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:20.179164] 2025-09-07T06:42:22.5493120Z 2025-09-07T06:42:22.5493860Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_10502fb675d58f37_.log 2025-09-07T06:42:22.5494360Z 2025-09-07T06:42:22.5497460Z Running inductor/test_cpu_cpp_wrapper 1/1 ... [2025-09-07 06:42:22.549663] 2025-09-07T06:42:22.5497770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:22.5500760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cpu_cpp_wrapper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:22.549964] 2025-09-07T06:42:25.4243760Z 2025-09-07T06:42:25.4244410Z inductor/test_cpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_cpp_wrapper_1.1_f23d38308052d588_.log 2025-09-07T06:42:25.4244930Z 2025-09-07T06:42:25.4247810Z Running export/test_passes 1/1 ... [2025-09-07 06:42:25.424700] 2025-09-07T06:42:25.4248260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:25.4250690Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:25.424990] 2025-09-07T06:42:27.8305940Z 2025-09-07T06:42:27.8306510Z export/test_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_passes_1.1_0e2eea809ed0cdf6_.log 2025-09-07T06:42:27.8307040Z Running 0 items in this shard: 2025-09-07T06:42:27.8307170Z 2025-09-07T06:42:27.8310420Z Running inductor/test_kernel_optimization 1/1 ... [2025-09-07 06:42:27.830982] 2025-09-07T06:42:27.8310910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:27.8313760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_kernel_optimization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:27.831276] 2025-09-07T06:42:31.9582040Z 2025-09-07T06:42:31.9582710Z inductor/test_kernel_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_optimization_1.1_e7ec9953c16e06a1_.log 2025-09-07T06:42:31.9584070Z Running 1 items in this shard: test/inductor/test_kernel_optimization.py::TestKernelOptimization::test_einsum_to_pointwise 2025-09-07T06:42:31.9584430Z 2025-09-07T06:42:31.9590260Z Running test_namedtensor 1/1 ... [2025-09-07 06:42:31.958887] 2025-09-07T06:42:31.9590570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:31.9594820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_namedtensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:31.959370] 2025-09-07T06:42:33.7377100Z 2025-09-07T06:42:33.7377650Z test_namedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_namedtensor_1.1_aa8d9298e04132a7_.log 2025-09-07T06:42:33.7378180Z Running 0 items in this shard: 2025-09-07T06:42:33.7378320Z 2025-09-07T06:42:33.7381980Z Running dynamo/test_autograd_function 1/1 ... [2025-09-07 06:42:33.738113] 2025-09-07T06:42:33.7382310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:33.7385280Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:33.738429] 2025-09-07T06:42:36.3017710Z 2025-09-07T06:42:36.3018430Z dynamo/test_autograd_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_autograd_function_1.1_8690c6b0e0543f85_.log 2025-09-07T06:42:36.3019150Z Running 0 items in this shard: 2025-09-07T06:42:36.3019310Z 2025-09-07T06:42:36.3022920Z Running inductor/test_alignment 1/1 ... [2025-09-07 06:42:36.302217] 2025-09-07T06:42:36.3023270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:36.3026910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:36.302575] 2025-09-07T06:42:38.8900470Z 2025-09-07T06:42:38.8901050Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_306b9b6a0cd01f7b_.log 2025-09-07T06:42:38.8901800Z Running 0 items in this shard: 2025-09-07T06:42:38.8901950Z 2025-09-07T06:42:38.8904890Z Running dynamo/test_config 1/1 ... [2025-09-07 06:42:38.890433] 2025-09-07T06:42:38.8905190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:38.8908330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:38.890738] 2025-09-07T06:42:40.5957130Z 2025-09-07T06:42:40.5957720Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_09cd0f0de0ab3d5a_.log 2025-09-07T06:42:40.5958580Z Running 0 items in this shard: 2025-09-07T06:42:40.5958720Z 2025-09-07T06:42:40.5962350Z Running dynamo/test_compile 1/1 ... [2025-09-07 06:42:40.596163] 2025-09-07T06:42:40.5962660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:40.5966000Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:40.596494] 2025-09-07T06:42:42.3056750Z 2025-09-07T06:42:42.3057390Z dynamo/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compile_1.1_0c41ed42dfbe64d0_.log 2025-09-07T06:42:42.3057990Z Running 0 items in this shard: 2025-09-07T06:42:42.3058150Z 2025-09-07T06:42:42.3062200Z Running test_openmp 1/1 ... [2025-09-07 06:42:42.306132] 2025-09-07T06:42:42.3062530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:42.3066540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_openmp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:42.306539] 2025-09-07T06:42:43.9061630Z 2025-09-07T06:42:43.9062140Z test_openmp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_openmp_1.1_bdcd4cdc17ef66b8_.log 2025-09-07T06:42:43.9062630Z Running 0 items in this shard: 2025-09-07T06:42:43.9062760Z 2025-09-07T06:42:43.9066310Z Running functorch/test_ops 1/2 ... [2025-09-07 06:42:43.906564] 2025-09-07T06:42:43.9066800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:43.9069880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:43.906893] 2025-09-07T06:42:47.2867280Z 2025-09-07T06:42:47.2867870Z functorch/test_ops 1/2 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_1.2_0c36c9ea1772f6ff_.log 2025-09-07T06:42:47.2868440Z Running 0 items in this shard: 2025-09-07T06:42:47.2868590Z 2025-09-07T06:42:47.2872280Z Running cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 ... [2025-09-07 06:42:47.287145] 2025-09-07T06:42:47.2872750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:47.2876040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:47.287487] 2025-09-07T06:42:49.0647370Z 2025-09-07T06:42:49.0648400Z cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.python_agnostic_extension.test.test_python_agnostic_1.1_7e27b5070fc0f5e7_.log 2025-09-07T06:42:49.0649180Z Running 0 items in this shard: 2025-09-07T06:42:49.0649310Z 2025-09-07T06:42:49.0651900Z Running inductor/test_cooperative_reductions 1/1 ... [2025-09-07 06:42:49.065108] 2025-09-07T06:42:49.0652240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:49.0654750Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:49.065393] 2025-09-07T06:42:51.4182090Z 2025-09-07T06:42:51.4182950Z inductor/test_cooperative_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cooperative_reductions_1.1_2a357b7de3b9d30a_.log 2025-09-07T06:42:51.4183470Z 2025-09-07T06:42:51.4186480Z Running inductor/test_cudacodecache 1/1 ... [2025-09-07 06:42:51.418569] 2025-09-07T06:42:51.4186780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:51.4189410Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cudacodecache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:51.418855] 2025-09-07T06:42:53.8263770Z 2025-09-07T06:42:53.8264420Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_f694251d0c2cb6e8_.log 2025-09-07T06:42:53.8264890Z 2025-09-07T06:42:53.8268000Z Running inductor/test_halide 1/1 ... [2025-09-07 06:42:53.826718] 2025-09-07T06:42:53.8268280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:53.8271270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_halide.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:53.827020] 2025-09-07T06:42:56.3315790Z 2025-09-07T06:42:56.3316380Z inductor/test_halide 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_halide_1.1_8163460a0a526810_.log 2025-09-07T06:42:56.3316810Z 2025-09-07T06:42:56.3320490Z Running inductor/test_multi_kernel 1/1 ... [2025-09-07 06:42:56.331945] 2025-09-07T06:42:56.3320800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:56.3323620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_multi_kernel.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:56.332248] 2025-09-07T06:42:58.7744910Z 2025-09-07T06:42:58.7745490Z inductor/test_multi_kernel 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_multi_kernel_1.1_5bbc82ead44389e6_.log 2025-09-07T06:42:58.7745960Z 2025-09-07T06:42:58.7749150Z Running inductor/test_loop_ordering 1/1 ... [2025-09-07 06:42:58.774841] 2025-09-07T06:42:58.7749440Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:42:58.7752390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_loop_ordering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:42:58.775132] 2025-09-07T06:43:01.1740000Z 2025-09-07T06:43:01.1740630Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_c46cb94609f1a928_.log 2025-09-07T06:43:01.1741110Z 2025-09-07T06:43:01.1744580Z Running inductor/test_perf 1/1 ... [2025-09-07 06:43:01.174349] 2025-09-07T06:43:01.1744870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:01.1751860Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:01.174641] 2025-09-07T06:43:03.5769510Z 2025-09-07T06:43:03.5770020Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_2991462985dd877d_.log 2025-09-07T06:43:03.5770440Z 2025-09-07T06:43:03.5773480Z Running test_jit 1/1 ... [2025-09-07 06:43:03.577269] 2025-09-07T06:43:03.5773730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:03.5776420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:03.577569] 2025-09-07T06:43:06.5442210Z 2025-09-07T06:43:06.5442740Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_79a2065dea4b4422_.log 2025-09-07T06:43:06.5443230Z Running 0 items in this shard: 2025-09-07T06:43:06.5443380Z 2025-09-07T06:43:06.5447240Z Running nn/test_multihead_attention 1/1 ... [2025-09-07 06:43:06.544654] 2025-09-07T06:43:06.5447580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:06.5450810Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_multihead_attention.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:06.544973] 2025-09-07T06:43:08.3598760Z 2025-09-07T06:43:08.3599420Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_9c0deb9430db377f_.log 2025-09-07T06:43:08.3600300Z Running 0 items in this shard: 2025-09-07T06:43:08.3600460Z 2025-09-07T06:43:08.3603770Z Running inductor/test_snode_runtime 1/1 ... [2025-09-07 06:43:08.360301] 2025-09-07T06:43:08.3604130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:08.3607880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_snode_runtime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:08.360659] 2025-09-07T06:43:10.7389720Z 2025-09-07T06:43:10.7390370Z inductor/test_snode_runtime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_snode_runtime_1.1_135f58d1292b0543_.log 2025-09-07T06:43:10.7390890Z 2025-09-07T06:43:10.7394400Z Running distributions/test_constraints 1/1 ... [2025-09-07 06:43:10.739354] 2025-09-07T06:43:10.7394730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:10.7397560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'distributions/test_constraints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:10.739659] 2025-09-07T06:43:12.5046980Z 2025-09-07T06:43:12.5047630Z distributions/test_constraints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_constraints_1.1_1f20a6f03bca0bf6_.log 2025-09-07T06:43:12.5048260Z Running 0 items in this shard: 2025-09-07T06:43:12.5048390Z 2025-09-07T06:43:12.5051660Z Running functorch/test_ac_knapsack 1/1 ... [2025-09-07 06:43:12.505090] 2025-09-07T06:43:12.5051970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:12.5054840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_ac_knapsack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:12.505387] 2025-09-07T06:43:14.1456810Z 2025-09-07T06:43:14.1457460Z functorch/test_ac_knapsack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_knapsack_1.1_ba71ac4be7ca721d_.log 2025-09-07T06:43:14.1458000Z Running 0 items in this shard: 2025-09-07T06:43:14.1458120Z 2025-09-07T06:43:14.1461400Z Running profiler/test_record_function 1/1 ... [2025-09-07 06:43:14.146072] 2025-09-07T06:43:14.1461710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:14.1464760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_record_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:14.146376] 2025-09-07T06:43:15.7760530Z 2025-09-07T06:43:15.7761240Z profiler/test_record_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_record_function_1.1_619b55b22955948a_.log 2025-09-07T06:43:15.7761950Z Running 0 items in this shard: 2025-09-07T06:43:15.7762120Z 2025-09-07T06:43:15.7765700Z Running export/test_serialize 1/1 ... [2025-09-07 06:43:15.776496] 2025-09-07T06:43:15.7766050Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:15.7769510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_serialize.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:15.776837] 2025-09-07T06:43:18.3630500Z 2025-09-07T06:43:18.3631050Z export/test_serialize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serialize_1.1_f16ddaed9914fdd9_.log 2025-09-07T06:43:18.3631560Z Running 0 items in this shard: 2025-09-07T06:43:18.3631690Z 2025-09-07T06:43:18.3634700Z Running test_ops_gradients 1/1 ... [2025-09-07 06:43:18.363403] 2025-09-07T06:43:18.3635120Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:18.3637590Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:18.363683] 2025-09-07T06:43:21.2475870Z 2025-09-07T06:43:21.2476480Z test_ops_gradients 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.1_e20d80e6bb6fcae9_.log 2025-09-07T06:43:21.2477030Z Running 0 items in this shard: 2025-09-07T06:43:21.2477170Z 2025-09-07T06:43:21.2480670Z Running functorch/test_vmap 1/1 ... [2025-09-07 06:43:21.248000] 2025-09-07T06:43:21.2480990Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:21.2484310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_vmap.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:21.248327] 2025-09-07T06:43:23.8957070Z 2025-09-07T06:43:23.8957610Z functorch/test_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_1.1_b58fc1d58e563615_.log 2025-09-07T06:43:23.8958140Z Running 0 items in this shard: 2025-09-07T06:43:23.8958270Z 2025-09-07T06:43:23.8961660Z Running dynamo/test_flat_apply 1/1 ... [2025-09-07 06:43:23.896094] 2025-09-07T06:43:23.8961950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:23.8964680Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:23.896376] 2025-09-07T06:43:25.6031420Z 2025-09-07T06:43:25.6032070Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_d831673543036de7_.log 2025-09-07T06:43:25.6032700Z Running 0 items in this shard: 2025-09-07T06:43:25.6033070Z 2025-09-07T06:43:25.6036410Z Running export/test_unflatten 1/1 ... [2025-09-07 06:43:25.603563] 2025-09-07T06:43:25.6036770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:25.6040470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:25.603929] 2025-09-07T06:43:27.2427150Z 2025-09-07T06:43:27.2427790Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_ff2f21e045bebf2f_.log 2025-09-07T06:43:27.2428470Z Running 0 items in this shard: 2025-09-07T06:43:27.2428640Z 2025-09-07T06:43:27.2432680Z Running lazy/test_step_closures 1/1 ... [2025-09-07 06:43:27.243188] 2025-09-07T06:43:27.2433030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:27.2436730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'lazy/test_step_closures.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:27.243559] 2025-09-07T06:43:28.8867760Z 2025-09-07T06:43:28.8868480Z lazy/test_step_closures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_step_closures_1.1_bd0be29bb16e1151_.log 2025-09-07T06:43:28.8869170Z Running 0 items in this shard: 2025-09-07T06:43:28.8869340Z 2025-09-07T06:43:28.8873410Z Running test_monitor 1/1 ... [2025-09-07 06:43:28.887262] 2025-09-07T06:43:28.8873980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:28.8877230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_monitor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:28.887619] 2025-09-07T06:43:30.4820750Z 2025-09-07T06:43:30.4821280Z test_monitor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_monitor_1.1_4dc2509812170097_.log 2025-09-07T06:43:30.4821750Z Running 0 items in this shard: 2025-09-07T06:43:30.4821890Z 2025-09-07T06:43:30.4825170Z Running functorch/test_logging 1/1 ... [2025-09-07 06:43:30.482460] 2025-09-07T06:43:30.4825460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:30.4828360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:30.482744] 2025-09-07T06:43:32.1337650Z 2025-09-07T06:43:32.1338200Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_baa86550399f93a2_.log 2025-09-07T06:43:32.1338760Z Running 0 items in this shard: 2025-09-07T06:43:32.1338890Z 2025-09-07T06:43:32.1342280Z Running test_stateless 1/1 ... [2025-09-07 06:43:32.134123] 2025-09-07T06:43:32.1342540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:32.1344950Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_stateless.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:32.134398] 2025-09-07T06:43:33.8989690Z 2025-09-07T06:43:33.8990320Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_60c5c36a0e32281f_.log 2025-09-07T06:43:33.8990850Z Running 0 items in this shard: 2025-09-07T06:43:33.8991000Z 2025-09-07T06:43:33.8994990Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-09-07 06:43:33.899423] 2025-09-07T06:43:33.8995360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:33.8998430Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:33.899745] 2025-09-07T06:43:35.5538010Z 2025-09-07T06:43:35.5538680Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_bb0ef2f81c7c7e4d_.log 2025-09-07T06:43:35.5539310Z Running 0 items in this shard: 2025-09-07T06:43:35.5539450Z 2025-09-07T06:43:35.5542690Z Running test_weak 1/1 ... [2025-09-07 06:43:35.554210] 2025-09-07T06:43:35.5542950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:35.5546100Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_weak.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:35.554516] 2025-09-07T06:43:37.1636570Z 2025-09-07T06:43:37.1637070Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_3c80252bdeb3816c_.log 2025-09-07T06:43:37.1637530Z Running 0 items in this shard: 2025-09-07T06:43:37.1637670Z 2025-09-07T06:43:37.1641310Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2025-09-07 06:43:37.164068] 2025-09-07T06:43:37.1641820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:37.1644670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:37.164368] 2025-09-07T06:43:39.5947620Z 2025-09-07T06:43:39.5948360Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_ee84031fb8061ba8_.log 2025-09-07T06:43:39.5948870Z 2025-09-07T06:43:39.5952080Z Running dynamo/test_optimizers 1/1 ... [2025-09-07 06:43:39.595129] 2025-09-07T06:43:39.5952380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:39.5955160Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:39.595415] 2025-09-07T06:43:41.2852810Z 2025-09-07T06:43:41.2853380Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_649ae5a824eca2ea_.log 2025-09-07T06:43:41.2853930Z Running 0 items in this shard: 2025-09-07T06:43:41.2854070Z 2025-09-07T06:43:41.2857730Z Running test_content_store 1/1 ... [2025-09-07 06:43:41.285691] 2025-09-07T06:43:41.2858030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:41.2861070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_content_store.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:41.286005] 2025-09-07T06:43:43.1050130Z 2025-09-07T06:43:43.1050800Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_b00ceb37dfdca160_.log 2025-09-07T06:43:43.1051420Z Running 0 items in this shard: 2025-09-07T06:43:43.1051580Z 2025-09-07T06:43:43.1055680Z Running inductor/test_custom_lowering 1/1 ... [2025-09-07 06:43:43.105483] 2025-09-07T06:43:43.1058820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:43.1059840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:43.105839] 2025-09-07T06:43:45.5948070Z 2025-09-07T06:43:45.5948720Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_5b1408ffd0eebf6b_.log 2025-09-07T06:43:45.5949370Z Running 0 items in this shard: 2025-09-07T06:43:45.5949510Z 2025-09-07T06:43:45.5954110Z Running dynamo/test_profiler 1/1 ... [2025-09-07 06:43:45.595335] 2025-09-07T06:43:45.5954430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:45.5958330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:45.595726] 2025-09-07T06:43:47.3211710Z 2025-09-07T06:43:47.3212320Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_2983f76264869da4_.log 2025-09-07T06:43:47.3212940Z Running 0 items in this shard: 2025-09-07T06:43:47.3213100Z 2025-09-07T06:43:47.3217140Z Running optim/test_lrscheduler 1/1 ... [2025-09-07 06:43:47.321643] 2025-09-07T06:43:47.3217740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:47.3221080Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'optim/test_lrscheduler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:47.321993] 2025-09-07T06:43:48.8624060Z 2025-09-07T06:43:48.8624680Z optim/test_lrscheduler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_lrscheduler_1.1_21f555ee0be231b5_.log 2025-09-07T06:43:48.8625170Z 2025-09-07T06:43:48.8628890Z Running inductor/test_config 1/1 ... [2025-09-07 06:43:48.862813] 2025-09-07T06:43:48.8629180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:48.8631740Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:48.863093] 2025-09-07T06:43:51.3540170Z 2025-09-07T06:43:51.3540760Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_4c972ed5881f71f0_.log 2025-09-07T06:43:51.3541370Z Running 0 items in this shard: 2025-09-07T06:43:51.3541510Z 2025-09-07T06:43:51.3545250Z Running dynamo/test_sources 1/1 ... [2025-09-07 06:43:51.354459] 2025-09-07T06:43:51.3545720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:51.3548920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:51.354787] 2025-09-07T06:43:52.9458320Z 2025-09-07T06:43:52.9458870Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_bec0cd08530a9d84_.log 2025-09-07T06:43:52.9459350Z Running 0 items in this shard: 2025-09-07T06:43:52.9459480Z 2025-09-07T06:43:52.9462630Z Running dynamo/test_base_hop 1/1 ... [2025-09-07 06:43:52.946206] 2025-09-07T06:43:52.9463050Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:52.9465820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:52.946486] 2025-09-07T06:43:54.6687650Z 2025-09-07T06:43:54.6688270Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_6a7d6669cbb9a59a_.log 2025-09-07T06:43:54.6688920Z Running 0 items in this shard: 2025-09-07T06:43:54.6689100Z 2025-09-07T06:43:54.6692960Z Running export/test_nativert 1/1 ... [2025-09-07 06:43:54.669224] 2025-09-07T06:43:54.6693300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:54.6696930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_nativert.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:54.669579] 2025-09-07T06:43:57.1598420Z 2025-09-07T06:43:57.1598980Z export/test_nativert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_nativert_1.1_e6af9f29f1ed05b2_.log 2025-09-07T06:43:57.1599700Z Running 0 items in this shard: 2025-09-07T06:43:57.1599830Z 2025-09-07T06:43:57.1602820Z Running dynamo/test_backends 1/1 ... [2025-09-07 06:43:57.160219] 2025-09-07T06:43:57.1603090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:57.1606150Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:57.160511] 2025-09-07T06:43:59.6436110Z 2025-09-07T06:43:59.6436680Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_a79e8ca84c2726d8_.log 2025-09-07T06:43:59.6437190Z Running 0 items in this shard: 2025-09-07T06:43:59.6437330Z 2025-09-07T06:43:59.6440380Z Running dynamo/test_verify_correctness 1/1 ... [2025-09-07 06:43:59.643981] 2025-09-07T06:43:59.6440680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:43:59.6443540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_verify_correctness.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:43:59.644260] 2025-09-07T06:44:01.3574360Z 2025-09-07T06:44:01.3574970Z dynamo/test_verify_correctness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_verify_correctness_1.1_5b079912b614b9f2_.log 2025-09-07T06:44:01.3575620Z Running 0 items in this shard: 2025-09-07T06:44:01.3575770Z 2025-09-07T06:44:01.3579270Z Running dynamo/test_python_dispatcher 1/1 ... [2025-09-07 06:44:01.357842] 2025-09-07T06:44:01.3579620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:01.3582810Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:01.358172] 2025-09-07T06:44:03.1970620Z 2025-09-07T06:44:03.1971170Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_e77138d9da679c12_.log 2025-09-07T06:44:03.1971720Z Running 0 items in this shard: 2025-09-07T06:44:03.1972050Z 2025-09-07T06:44:03.1975070Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-09-07 06:44:03.197449] 2025-09-07T06:44:03.1975370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:03.1978040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:03.197724] 2025-09-07T06:44:04.7976050Z 2025-09-07T06:44:04.7976730Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_bb3637271cef191d_.log 2025-09-07T06:44:04.7977340Z Running 0 items in this shard: 2025-09-07T06:44:04.7977480Z 2025-09-07T06:44:04.7981180Z Running torch_np/test_indexing 1/1 ... [2025-09-07 06:44:04.798051] 2025-09-07T06:44:04.7981480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:04.7984870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:04.798387] 2025-09-07T06:44:06.3785490Z 2025-09-07T06:44:06.3786080Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_9dfb9557f87ea580_.log 2025-09-07T06:44:06.3786590Z Running 0 items in this shard: 2025-09-07T06:44:06.3786730Z 2025-09-07T06:44:06.3790240Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-09-07 06:44:06.378932] 2025-09-07T06:44:06.3790550Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:06.3793190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:06.379220] 2025-09-07T06:44:07.9802930Z 2025-09-07T06:44:07.9803610Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_96b7459f966a44d3_.log 2025-09-07T06:44:07.9804250Z Running 0 items in this shard: 2025-09-07T06:44:07.9804400Z 2025-09-07T06:44:07.9807800Z Running test_numba_integration 1/1 ... [2025-09-07 06:44:07.980708] 2025-09-07T06:44:07.9808130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:07.9811410Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_numba_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:07.981026] 2025-09-07T06:44:09.7573990Z 2025-09-07T06:44:09.7574610Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_31a57fae2db5d84c_.log 2025-09-07T06:44:09.7575460Z Running 0 items in this shard: 2025-09-07T06:44:09.7575630Z 2025-09-07T06:44:09.7579510Z Running dynamo/test_cudagraphs 1/1 ... [2025-09-07 06:44:09.757882] 2025-09-07T06:44:09.7579850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:09.7583400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:09.758230] 2025-09-07T06:44:11.3627020Z 2025-09-07T06:44:11.3627610Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_5484ab8730420892_.log 2025-09-07T06:44:11.3628270Z 2025-09-07T06:44:11.3631280Z Running dynamo/test_deviceguard 1/1 ... [2025-09-07 06:44:11.363056] 2025-09-07T06:44:11.3631580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:11.3634180Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:11.363335] 2025-09-07T06:44:13.1972990Z 2025-09-07T06:44:13.1973520Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_e5d67495fc5c9b0c_.log 2025-09-07T06:44:13.1974030Z Running 0 items in this shard: 2025-09-07T06:44:13.1974160Z 2025-09-07T06:44:13.1977380Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-09-07 06:44:13.197679] 2025-09-07T06:44:13.1977700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:13.1980530Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:13.197965] 2025-09-07T06:44:14.8557100Z 2025-09-07T06:44:14.8557760Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_7f0569d238b0d130_.log 2025-09-07T06:44:14.8558580Z Running 0 items in this shard: 2025-09-07T06:44:14.8558720Z 2025-09-07T06:44:14.8561510Z Running test_tensorboard 1/1 ... [2025-09-07 06:44:14.856093] 2025-09-07T06:44:14.8561770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:14.8564790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_tensorboard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:14.856390] 2025-09-07T06:44:17.1710490Z 2025-09-07T06:44:17.1711020Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_618b5feb37b514d8_.log 2025-09-07T06:44:17.1711520Z Running 0 items in this shard: 2025-09-07T06:44:17.1711640Z 2025-09-07T06:44:17.1715110Z Running dynamo/test_higher_order_ops 1/1 ... [2025-09-07 06:44:17.171447] 2025-09-07T06:44:17.1715400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:17.1718110Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:17.171728] 2025-09-07T06:44:20.2019870Z 2025-09-07T06:44:20.2020780Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_997087f11d9308d3_.log 2025-09-07T06:44:20.2021460Z Running 0 items in this shard: 2025-09-07T06:44:20.2021620Z 2025-09-07T06:44:20.2025010Z Running dynamo/test_comptime 1/1 ... [2025-09-07 06:44:20.202424] 2025-09-07T06:44:20.2025360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:20.2028990Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:20.202783] 2025-09-07T06:44:21.9125100Z 2025-09-07T06:44:21.9125650Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_930f41b10c5b5359_.log 2025-09-07T06:44:21.9126340Z Running 0 items in this shard: 2025-09-07T06:44:21.9126480Z 2025-09-07T06:44:21.9129550Z Running test_datapipe 1/1 ... [2025-09-07 06:44:21.912898] 2025-09-07T06:44:21.9129810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:21.9132850Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_datapipe.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:21.913190] 2025-09-07T06:44:23.5568980Z 2025-09-07T06:44:23.5569570Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_1f9c23b0bee3d8cb_.log 2025-09-07T06:44:23.5570140Z Running 0 items in this shard: 2025-09-07T06:44:23.5570290Z 2025-09-07T06:44:23.5574860Z Running dynamo/test_debug_utils 1/1 ... [2025-09-07 06:44:23.557406] 2025-09-07T06:44:23.5575220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:23.5578720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:23.557755] 2025-09-07T06:44:25.4285450Z 2025-09-07T06:44:25.4286050Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_48391335073710e9_.log 2025-09-07T06:44:25.4286870Z Running 0 items in this shard: 2025-09-07T06:44:25.4287030Z 2025-09-07T06:44:25.4290420Z Running test_out_dtype_op 1/1 ... [2025-09-07 06:44:25.428975] 2025-09-07T06:44:25.4290720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:25.4294020Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_out_dtype_op.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:25.429300] 2025-09-07T06:44:27.2666770Z 2025-09-07T06:44:27.2667370Z test_out_dtype_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_out_dtype_op_1.1_b64f7b697fe5636a_.log 2025-09-07T06:44:27.2667970Z Running 0 items in this shard: 2025-09-07T06:44:27.2668130Z 2025-09-07T06:44:27.2672470Z Running functorch/test_eager_transforms 1/1 ... [2025-09-07 06:44:27.267167] 2025-09-07T06:44:27.2672860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:27.2676390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:27.267522] 2025-09-07T06:44:29.6929090Z 2025-09-07T06:44:29.6929910Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_67d465868ff73303_.log 2025-09-07T06:44:29.6930480Z Running 0 items in this shard: 2025-09-07T06:44:29.6930620Z 2025-09-07T06:44:29.6933880Z Running export/test_hop 1/1 ... [2025-09-07 06:44:29.693316] 2025-09-07T06:44:29.6934150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:29.6936910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:29.693597] 2025-09-07T06:44:31.9348630Z 2025-09-07T06:44:31.9349220Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_77606d719fc19a27_.log 2025-09-07T06:44:31.9350060Z Running 0 items in this shard: 2025-09-07T06:44:31.9350210Z 2025-09-07T06:44:31.9354080Z Running profiler/test_cpp_thread 1/1 ... [2025-09-07 06:44:31.935326] 2025-09-07T06:44:31.9354450Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:31.9358070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:31.935683] 2025-09-07T06:44:39.1025790Z 2025-09-07T06:44:39.1026520Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_3e978f6adb2eabf7_.log 2025-09-07T06:44:39.1027170Z Running 0 items in this shard: 2025-09-07T06:44:39.1027330Z 2025-09-07T06:44:39.1031380Z Running inductor/test_auto_functionalize 1/1 ... [2025-09-07 06:44:39.103060] 2025-09-07T06:44:39.1031780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:39.1035020Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:39.103389] 2025-09-07T06:44:40.8136510Z 2025-09-07T06:44:40.8137390Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_257f8e0ef78d524b_.log 2025-09-07T06:44:40.8138050Z Running 0 items in this shard: 2025-09-07T06:44:40.8138190Z 2025-09-07T06:44:40.8141630Z Running torch_np/test_function_base 1/1 ... [2025-09-07 06:44:40.814089] 2025-09-07T06:44:40.8141970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:40.8145280Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:40.814414] 2025-09-07T06:44:42.4509920Z 2025-09-07T06:44:42.4510630Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_994fb086461312da_.log 2025-09-07T06:44:42.4511350Z Running 0 items in this shard: 2025-09-07T06:44:42.4511520Z 2025-09-07T06:44:42.4515800Z Running cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 ... [2025-09-07 06:44:42.451485] 2025-09-07T06:44:42.4516360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:42.4519940Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:42.451856] 2025-09-07T06:44:44.2813470Z 2025-09-07T06:44:44.2814510Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_extension.test.test_libtorch_agnostic_1.1_d78986852a3e2b94_.log 2025-09-07T06:44:44.2815550Z Running 0 items in this shard: 2025-09-07T06:44:44.2815720Z 2025-09-07T06:44:44.2818530Z Running dynamo/test_aot_autograd 1/1 ... [2025-09-07 06:44:44.281778] 2025-09-07T06:44:44.2821960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:44.2823040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_aot_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:44.282150] 2025-09-07T06:44:45.9978990Z 2025-09-07T06:44:45.9979600Z dynamo/test_aot_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_1.1_a31f88d9f6a1e1fa_.log 2025-09-07T06:44:45.9980160Z Running 0 items in this shard: 2025-09-07T06:44:45.9980300Z 2025-09-07T06:44:45.9983780Z Running dynamo/test_graph_deduplication 1/1 ... [2025-09-07 06:44:45.998314] 2025-09-07T06:44:45.9984110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:45.9987310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:45.998626] 2025-09-07T06:44:47.6979110Z 2025-09-07T06:44:47.6979710Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_706e776afc159085_.log 2025-09-07T06:44:47.6980320Z Running 0 items in this shard: 2025-09-07T06:44:47.6980440Z 2025-09-07T06:44:47.6983880Z Running test_model_exports_to_core_aten 1/1 ... [2025-09-07 06:44:47.698322] 2025-09-07T06:44:47.6984350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:47.6987170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:47.698613] 2025-09-07T06:44:49.4088520Z 2025-09-07T06:44:49.4089180Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_6b542c309f33933e_.log 2025-09-07T06:44:49.4089870Z Running 0 items in this shard: 2025-09-07T06:44:49.4090030Z 2025-09-07T06:44:49.4093940Z Running test_itt 1/1 ... [2025-09-07 06:44:49.409334] 2025-09-07T06:44:49.4094250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:49.4097740Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_itt.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:49.409665] 2025-09-07T06:44:51.0104540Z 2025-09-07T06:44:51.0105070Z test_itt 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_itt_1.1_fc94562e3d105337_.log 2025-09-07T06:44:51.0105550Z Running 0 items in this shard: 2025-09-07T06:44:51.0105690Z 2025-09-07T06:44:51.0109550Z Running test_modules 1/1 ... [2025-09-07 06:44:51.010882] 2025-09-07T06:44:51.0109820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:51.0113100Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:51.011195] 2025-09-07T06:44:53.8733320Z 2025-09-07T06:44:53.8733890Z test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.1_121cfbdcf734de70_.log 2025-09-07T06:44:53.8734360Z Running 0 items in this shard: 2025-09-07T06:44:53.8734480Z 2025-09-07T06:44:53.8737880Z Running inductor/test_custom_partitioner_fn 1/1 ... [2025-09-07 06:44:53.873725] 2025-09-07T06:44:53.8738190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:53.8741240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_custom_partitioner_fn.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:53.874025] 2025-09-07T06:44:56.2720620Z 2025-09-07T06:44:56.2721300Z inductor/test_custom_partitioner_fn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_partitioner_fn_1.1_501a94f9388639f0_.log 2025-09-07T06:44:56.2721810Z 2025-09-07T06:44:56.2725260Z Running test_decomp 4/5 ... [2025-09-07 06:44:56.272450] 2025-09-07T06:44:56.2725520Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:56.2728640Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=4', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:56.272758] 2025-09-07T06:44:59.4697760Z 2025-09-07T06:44:59.4698270Z test_decomp 4/5 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.5_5b8fb495f9c62b18_.log 2025-09-07T06:44:59.4698980Z Running 0 items in this shard: 2025-09-07T06:44:59.4699130Z 2025-09-07T06:44:59.4702510Z Running test_decomp 5/5 ... [2025-09-07 06:44:59.470197] 2025-09-07T06:44:59.4702760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:44:59.4705510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:44:59.470477] 2025-09-07T06:45:02.6794780Z 2025-09-07T06:45:02.6795320Z test_decomp 5/5 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_5.5_38013a6330ba38ad_.log 2025-09-07T06:45:02.6795920Z Running 0 items in this shard: 2025-09-07T06:45:02.6796080Z 2025-09-07T06:45:02.6800090Z Running optim/test_optim 1/1 ... [2025-09-07 06:45:02.679938] 2025-09-07T06:45:02.6800420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:02.6803950Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'optim/test_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:02.680281] 2025-09-07T06:45:04.1972190Z 2025-09-07T06:45:04.1972730Z optim/test_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_optim_1.1_aa8d81df0bcb6308_.log 2025-09-07T06:45:04.1973140Z 2025-09-07T06:45:04.1976710Z Running test_jit_llga_fuser 1/1 ... [2025-09-07 06:45:04.197599] 2025-09-07T06:45:04.1976980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:04.1980000Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit_llga_fuser.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:04.197897] 2025-09-07T06:45:05.9680900Z 2025-09-07T06:45:05.9681610Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_1088031d00a30ac7_.log 2025-09-07T06:45:05.9682100Z Running 0 items in this shard: 2025-09-07T06:45:05.9682230Z 2025-09-07T06:45:05.9685370Z Running nn/test_module_hooks 1/1 ... [2025-09-07 06:45:05.968482] 2025-09-07T06:45:05.9685630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:05.9688490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:05.968765] 2025-09-07T06:45:07.7484490Z 2025-09-07T06:45:07.7485070Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_3e0e7b1c3140c8ee_.log 2025-09-07T06:45:07.7485640Z Running 0 items in this shard: 2025-09-07T06:45:07.7485780Z 2025-09-07T06:45:07.7489680Z Running test_view_ops 1/1 ... [2025-09-07 06:45:07.748895] 2025-09-07T06:45:07.7489980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:07.7493330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_view_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:07.749228] 2025-09-07T06:45:09.6189040Z 2025-09-07T06:45:09.6189530Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_70580ebd55479eea_.log 2025-09-07T06:45:09.6190010Z Running 0 items in this shard: 2025-09-07T06:45:09.6190140Z 2025-09-07T06:45:09.6193470Z Running test_xnnpack_integration 1/1 ... [2025-09-07 06:45:09.619288] 2025-09-07T06:45:09.6193750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:09.6196510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:09.619559] 2025-09-07T06:45:11.2617130Z 2025-09-07T06:45:11.2617960Z test_xnnpack_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.1_568715a0a7ca4bf1_.log 2025-09-07T06:45:11.2618630Z Running 0 items in this shard: 2025-09-07T06:45:11.2618790Z 2025-09-07T06:45:11.2622580Z Running test_mkldnn 1/1 ... [2025-09-07 06:45:11.262182] 2025-09-07T06:45:11.2622900Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:11.2626480Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mkldnn.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:11.262537] 2025-09-07T06:45:13.0195570Z 2025-09-07T06:45:13.0196100Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_af4239af6f6171af_.log 2025-09-07T06:45:13.0196550Z Running 0 items in this shard: 2025-09-07T06:45:13.0196680Z 2025-09-07T06:45:13.0200310Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-09-07 06:45:13.019943] 2025-09-07T06:45:13.0200630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:13.0203270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:13.020228] 2025-09-07T06:45:14.6148720Z 2025-09-07T06:45:14.6149560Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_4ae136facb3f6438_.log 2025-09-07T06:45:14.6150150Z Running 0 items in this shard: 2025-09-07T06:45:14.6150280Z 2025-09-07T06:45:14.6153430Z Running test_linalg 1/1 ... [2025-09-07 06:45:14.615282] 2025-09-07T06:45:14.6153680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:14.6156430Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_linalg.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:14.615566] 2025-09-07T06:45:16.7492330Z 2025-09-07T06:45:16.7492840Z test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_linalg_1.1_4a7717246e580db6_.log 2025-09-07T06:45:16.7493910Z Running 4 items in this shard: test/test_linalg.py::TestLinalgCPU::test_svd_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_svd_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_svd_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_svd_cpu_float64 2025-09-07T06:45:16.7494610Z 2025-09-07T06:45:16.7496760Z Running test_mkldnn_fusion 1/1 ... [2025-09-07 06:45:16.749620] 2025-09-07T06:45:16.7497030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:16.7499820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:16.749890] 2025-09-07T06:45:18.3434700Z 2025-09-07T06:45:18.3435180Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_0229111ad39497f9_.log 2025-09-07T06:45:18.3438860Z Running 0 items in this shard: 2025-09-07T06:45:18.3438990Z 2025-09-07T06:45:18.3439100Z Running test_sparse_csr 1/1 ... [2025-09-07 06:45:18.343833] 2025-09-07T06:45:18.3439520Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:18.3442100Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:18.344111] 2025-09-07T06:45:21.2719220Z 2025-09-07T06:45:21.2719750Z test_sparse_csr 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_1.1_7c48e4804a648f58_.log 2025-09-07T06:45:21.2720270Z Running 0 items in this shard: 2025-09-07T06:45:21.2720400Z 2025-09-07T06:45:21.2724020Z Running test_scatter_gather_ops 1/1 ... [2025-09-07 06:45:21.272335] 2025-09-07T06:45:21.2724310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:21.2727560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:21.272659] 2025-09-07T06:45:23.0557820Z 2025-09-07T06:45:23.0558480Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_f9c3b4d97a5a9c54_.log 2025-09-07T06:45:23.0559110Z Running 0 items in this shard: 2025-09-07T06:45:23.0559270Z 2025-09-07T06:45:23.0563090Z Running dynamo/test_python_autograd 1/1 ... [2025-09-07 06:45:23.056243] 2025-09-07T06:45:23.0563470Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:23.0567380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:23.056604] 2025-09-07T06:45:24.7712790Z 2025-09-07T06:45:24.7713440Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_6eb1381f99a1c34d_.log 2025-09-07T06:45:24.7714100Z Running 0 items in this shard: 2025-09-07T06:45:24.7714260Z 2025-09-07T06:45:24.7718310Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-09-07 06:45:24.771742] 2025-09-07T06:45:24.7721560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:24.7722620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:24.772109] 2025-09-07T06:45:26.3937500Z 2025-09-07T06:45:26.3938220Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_0dd0dc0c185960c3_.log 2025-09-07T06:45:26.3938950Z Running 0 items in this shard: 2025-09-07T06:45:26.3939090Z 2025-09-07T06:45:26.3942550Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-09-07 06:45:26.394177] 2025-09-07T06:45:26.3942950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:26.3946250Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:26.394517] 2025-09-07T06:45:27.9891730Z 2025-09-07T06:45:27.9892390Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_4e1ec7ef302943ae_.log 2025-09-07T06:45:27.9893180Z Running 0 items in this shard: 2025-09-07T06:45:27.9893300Z 2025-09-07T06:45:27.9896420Z Running profiler/test_memory_profiler 1/1 ... [2025-09-07 06:45:27.989578] 2025-09-07T06:45:27.9896710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:27.9899930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_memory_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:27.989885] 2025-09-07T06:45:29.7971780Z 2025-09-07T06:45:29.7972390Z profiler/test_memory_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_memory_profiler_1.1_94e69205cdbf8368_.log 2025-09-07T06:45:29.7972970Z Running 0 items in this shard: 2025-09-07T06:45:29.7973100Z 2025-09-07T06:45:29.7976400Z Running test_unary_ufuncs 1/1 ... [2025-09-07 06:45:29.797584] 2025-09-07T06:45:29.7976660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:29.7979580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:29.797867] 2025-09-07T06:45:34.0734510Z 2025-09-07T06:45:34.0735100Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_1cea4e978eecfa5d_.log 2025-09-07T06:45:34.0735670Z Running 0 items in this shard: 2025-09-07T06:45:34.0735810Z 2025-09-07T06:45:34.0738890Z Running lazy/test_debug_util 1/1 ... [2025-09-07 06:45:34.073832] 2025-09-07T06:45:34.0739310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:34.0742150Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:34.074118] 2025-09-07T06:45:35.6618280Z 2025-09-07T06:45:35.6618910Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_e303d807c169139b_.log 2025-09-07T06:45:35.6619390Z Running 0 items in this shard: 2025-09-07T06:45:35.6619520Z 2025-09-07T06:45:35.6623000Z Running nn/test_init 1/1 ... [2025-09-07 06:45:35.662243] 2025-09-07T06:45:35.6623510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:35.6626360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:35.662549] 2025-09-07T06:45:37.6416350Z 2025-09-07T06:45:37.6416890Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_88c20fd18f578fe3_.log 2025-09-07T06:45:37.6417450Z Running 0 items in this shard: 2025-09-07T06:45:37.6417600Z 2025-09-07T06:45:37.6421960Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-09-07 06:45:37.642117] 2025-09-07T06:45:37.6422360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:37.6425870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:37.642470] 2025-09-07T06:45:39.2883060Z 2025-09-07T06:45:39.2883910Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_9630308751a0e3f5_.log 2025-09-07T06:45:39.2884990Z Running 0 items in this shard: 2025-09-07T06:45:39.2885160Z 2025-09-07T06:45:39.2888820Z Running test_functional_autograd_benchmark 1/1 ... [2025-09-07 06:45:39.288795] 2025-09-07T06:45:39.2889250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:39.2893230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:39.289178] 2025-09-07T06:45:40.8897660Z 2025-09-07T06:45:40.8898310Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_3bdf27182572e09b_.log 2025-09-07T06:45:40.8898920Z Running 0 items in this shard: 2025-09-07T06:45:40.8899060Z 2025-09-07T06:45:40.8902670Z Running test_function_schema 1/1 ... [2025-09-07 06:45:40.890199] 2025-09-07T06:45:40.8902960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:40.8906170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_function_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:40.890513] 2025-09-07T06:45:42.4714180Z 2025-09-07T06:45:42.4714910Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_56d678815f343aa7_.log 2025-09-07T06:45:42.4715440Z Running 0 items in this shard: 2025-09-07T06:45:42.4715570Z 2025-09-07T06:45:42.4719000Z Running test_type_promotion 1/1 ... [2025-09-07 06:45:42.471818] 2025-09-07T06:45:42.4719260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:42.4722200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_type_promotion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:42.472123] 2025-09-07T06:45:44.2953510Z 2025-09-07T06:45:44.2954220Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_b6485d5cd8824581_.log 2025-09-07T06:45:44.2954910Z Running 0 items in this shard: 2025-09-07T06:45:44.2955410Z 2025-09-07T06:45:44.2959260Z Running torch_np/test_reductions 1/1 ... [2025-09-07 06:45:44.295848] 2025-09-07T06:45:44.2965140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:44.2966310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:44.296207] 2025-09-07T06:45:46.0131470Z 2025-09-07T06:45:46.0132160Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_18485296494cb8a8_.log 2025-09-07T06:45:46.0132770Z Running 0 items in this shard: 2025-09-07T06:45:46.0132910Z 2025-09-07T06:45:46.0136790Z Running test_dlpack 1/1 ... [2025-09-07 06:45:46.013612] 2025-09-07T06:45:46.0137090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:46.0140560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:46.013949] 2025-09-07T06:45:47.8518110Z 2025-09-07T06:45:47.8518940Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_03efbd247625f7c4_.log 2025-09-07T06:45:47.8519540Z Running 0 items in this shard: 2025-09-07T06:45:47.8519710Z 2025-09-07T06:45:47.8523860Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-09-07 06:45:47.852310] 2025-09-07T06:45:47.8524420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:47.8528120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:47.852687] 2025-09-07T06:45:49.4630600Z 2025-09-07T06:45:49.4631330Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_fb0b822ebfe8dddb_.log 2025-09-07T06:45:49.4631980Z Running 0 items in this shard: 2025-09-07T06:45:49.4632120Z 2025-09-07T06:45:49.4635320Z Running profiler/test_profiler_tree 1/1 ... [2025-09-07 06:45:49.463471] 2025-09-07T06:45:49.4635640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:49.4638920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:49.463788] 2025-09-07T06:45:51.0549910Z 2025-09-07T06:45:51.0550520Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_b19a5a1a44525134_.log 2025-09-07T06:45:51.0551260Z Running 0 items in this shard: 2025-09-07T06:45:51.0554640Z 2025-09-07T06:45:51.0554760Z Running test_prims 1/1 ... [2025-09-07 06:45:51.055415] 2025-09-07T06:45:51.0555030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:51.0558190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_prims.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:51.055723] 2025-09-07T06:45:53.4129170Z 2025-09-07T06:45:53.4129730Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_83183428a6fd18de_.log 2025-09-07T06:45:53.4130270Z Running 0 items in this shard: 2025-09-07T06:45:53.4130600Z 2025-09-07T06:45:53.4134350Z Running test_jit_autocast 1/1 ... [2025-09-07 06:45:53.413366] 2025-09-07T06:45:53.4134700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:53.4138240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:53.413712] 2025-09-07T06:45:55.9515570Z 2025-09-07T06:45:55.9516120Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_a42f3f2aecb9e33d_.log 2025-09-07T06:45:55.9516610Z Running 0 items in this shard: 2025-09-07T06:45:55.9516730Z 2025-09-07T06:45:55.9520060Z Running profiler/test_torch_tidy 1/1 ... [2025-09-07 06:45:55.951944] 2025-09-07T06:45:55.9520360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:55.9523050Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:55.952227] 2025-09-07T06:45:57.5464840Z 2025-09-07T06:45:57.5465430Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_937fc257e18e88ec_.log 2025-09-07T06:45:57.5466000Z Running 0 items in this shard: 2025-09-07T06:45:57.5466140Z 2025-09-07T06:45:57.5469710Z Running profiler/test_python_tracer 1/1 ... [2025-09-07 06:45:57.546889] 2025-09-07T06:45:57.5470030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:57.5473010Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:57.547192] 2025-09-07T06:45:59.1307570Z 2025-09-07T06:45:59.1308160Z profiler/test_python_tracer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_python_tracer_1.1_3cb682945e591bc4_.log 2025-09-07T06:45:59.1308730Z Running 0 items in this shard: 2025-09-07T06:45:59.1308860Z 2025-09-07T06:45:59.1312210Z Running lazy/test_reuse_ir 1/1 ... [2025-09-07 06:45:59.131146] 2025-09-07T06:45:59.1312480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:45:59.1315570Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:45:59.131448] 2025-09-07T06:46:00.7103090Z 2025-09-07T06:46:00.7103670Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_690ef8d2e9d56cee_.log 2025-09-07T06:46:00.7104150Z Running 0 items in this shard: 2025-09-07T06:46:00.7104550Z 2025-09-07T06:46:00.7107640Z Running test_quantization 1/1 ... [2025-09-07 06:46:00.710688] 2025-09-07T06:46:00.7107920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:00.7110610Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_quantization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:00.710973] 2025-09-07T06:46:03.6185820Z 2025-09-07T06:46:03.6186360Z test_quantization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_1.1_5170ceb93bee5f58_.log 2025-09-07T06:46:03.6186910Z Running 0 items in this shard: 2025-09-07T06:46:03.6187320Z 2025-09-07T06:46:05.7540580Z Running inductor/test_kernel_benchmark 1/1 ... [2025-09-07 06:46:05.753840] 2025-09-07T06:46:05.7541410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:05.7541730Z Running inductor/test_cudagraph_trees 1/1 ... [2025-09-07 06:46:05.753897] 2025-09-07T06:46:05.7542030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:05.7542330Z Running inductor/test_compile_subprocess 1/2 ... [2025-09-07 06:46:05.753933] 2025-09-07T06:46:05.7542620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:05.7543450Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:05.754118] 2025-09-07T06:46:05.7544930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:05.754143] 2025-09-07T06:46:05.7546450Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:05.754202] 2025-09-07T06:46:08.7626860Z 2025-09-07T06:46:08.7628390Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_72f2a91d7c09358a_.log 2025-09-07T06:46:08.7628890Z 2025-09-07T06:46:08.7640230Z 2025-09-07T06:46:08.7640880Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_3f690f319b6decca_.log 2025-09-07T06:46:08.7641370Z 2025-09-07T06:46:11.2353150Z Running inductor/test_minifier 1/1 ... [2025-09-07 06:46:11.235107] 2025-09-07T06:46:11.2453080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:11.2556700Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_minifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:11.235714] 2025-09-07T06:46:11.2762730Z Running test_cuda_expandable_segments 1/1 ... [2025-09-07 06:46:11.272219] 2025-09-07T06:46:11.2862560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:11.2966300Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_cuda_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:11.272464] 2025-09-07T06:46:14.1596450Z 2025-09-07T06:46:14.1597560Z test_cuda_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_expandable_segments_1.1_3138035bf1218fe1_.log 2025-09-07T06:46:14.1598050Z 2025-09-07T06:46:14.3953330Z 2025-09-07T06:46:14.4055220Z inductor/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_1.1_16ed256e4907a082_.log 2025-09-07T06:46:14.4154180Z 2025-09-07T06:46:16.5494070Z Running inductor/test_torchinductor_dynamic_shapes 2/4 ... [2025-09-07 06:46:16.549194] 2025-09-07T06:46:16.5494430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:16.5495740Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:16.549464] 2025-09-07T06:46:16.6530690Z Running inductor/test_torchinductor_dynamic_shapes 4/4 ... [2025-09-07 06:46:16.652909] 2025-09-07T06:46:16.6531070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:46:16.6532800Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:46:16.653174] 2025-09-07T06:50:49.1919710Z 2025-09-07T06:50:49.1921280Z inductor/test_compile_subprocess 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.2_62a9b4f4505e7db3_.log 2025-09-07T06:50:49.2028090Z Running 409 items in this shard: test/inductor/test_compile_subprocess.py::TestSubprocess::test_progressive, test/inductor/test_compile_subprocess.py::CpuTests::test_AllenaiLongformerBase_repro_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool1d_argmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool2d_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool_with_output_size_0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_max_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_max_pool2d3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex9_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_const_int_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_inplace_permuted_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_angle_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_any_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_dtype_device_layout_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_override_registration_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_support_str_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_with_persistent_cache_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin_with_nan_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_as_strided_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_alignment_op_name_fail_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_alignment_op_name_pass_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_size_stride_op_name_fail_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_size_stride_op_name_pass_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d_backward3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool_errors_with_uint_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_baddbmm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_batch_norm_2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bernoulli1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bernoulli2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bfloat16_to_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bitwise3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_add_autotune_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_broadcast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_default_kwargs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int32_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_buffer_copied_in_graph_with_different_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_buffer_use_after_remove_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_int_ndigits_zero_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_negative_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_single_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_upcasting_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cauchy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_chunk_recompiles_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_clone_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_compar_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_complex_fallback_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_complex_from_real_imag_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_computed_buffer_inlining_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_concat_add_inplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_config_option_dont_assume_alignment_recompiles_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_2d_strides_nonpositive_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_nd_inplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv2d_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv3d_channels_last_use_block_ptr_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_bn_fuse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_functional_bn_fuse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_shape_check_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_with_as_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_copy_non_blocking_is_pinned_use_cat_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_copy_non_blocking_is_pinned_use_cat_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cos_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cudnn_rnn_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cummin_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_no_mask_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_fixed_layout_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_unbacked_symints_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_op_compiled_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_op_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_op_multi_input_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_deterministic_codegen_with_suffix_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dist_bf16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div9_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_precision_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_presicion_accuracy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_prim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout_trivial_1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int8_cpu, 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test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_elu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_embedding_sparse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_empty_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_erfc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_exp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expand_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expanded_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expm1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_list_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_list_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fill1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_flip_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float16_to_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float_index_expression_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float_repr_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_forced_buffer_realize_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_boolean_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_like_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_like_sliced_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_like_transposed_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_truncation_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_functionalize_rng_wrappers_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fuse_large_params_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fuse_tiled_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fusing_write_into_disjoint_read_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_gather3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_generated_code_has_alignment_assert_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_arange2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_both_scalars_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_constant_tensor2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_unbacked_symint_as_output_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_hardsigmoid_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_hardswish_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_hardtanh_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_horizonal_fusion1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_horizonal_fusion2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_flip_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_floordiv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_nested_indirect_indexing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_remainder_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_as_masked_fill_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_deterministic_fallback_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_failed_reinplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_fallback1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_reinplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_select_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_indirect_load_broadcast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inductor_assert_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inductor_layout_optimization_input_mutations_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inductor_triton_bucketize_respects_masking_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inner_fn_str_and_stride_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_activations_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_add_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_mixed_dtype_ops_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_where_pointwise_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_input_mutation5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_insignificant_strides_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_int_input_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_isinf_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_kwargs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_l1_loss_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_broadcast_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_pointwise_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_strided_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_layer_norm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_lerp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_lgamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_rands2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_rands_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_rands_sliced_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear_dynamic_maxautotune_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linspace4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_list_clearing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_log1p_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_log_softmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_logcumsumexp_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_long_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_1_dim_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_2_dim_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_2_dim_3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mark_dynamic_with_hint_override_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_masked_fill_promotion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_matmul_layer_norm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_min_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mean_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_misaligned_address_issue1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mixed_mm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mm_mixed_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_move_arange_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mul_index_expr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mul_softmax_symfloat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multi_gpu_recompile_on_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multilayer_var_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mutable_custom_op_fixed_layout_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mutations_loop_fusion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nan_sort_stable_False_descending_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nan_sort_stable_False_descending_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nan_sort_stable_True_descending_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nan_to_num_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_neg_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_neg_max_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nll_loss_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nonzero_unbacked_refinement_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_norm_constant_overflow_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pad_single_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pad_view_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_permute1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_philox_rand_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pixel_shuffle_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_entr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_erfcx_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_erfinv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_expit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_expm1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_hermite_polynomial_h_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_hermite_polynomial_he_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_i1e_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_laguerre_polynomial_l_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_logit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_i0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_i1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_k0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_polygamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_scaled_modified_bessel_k1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_u_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_v_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_w_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_sinc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_spherical_bessel_j0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_xlogy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_zeta_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_polar_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow_symfloat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_prepare_softmax_with_fast_math_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_profiler_mark_wrapper_call_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_progressive, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_int64_mod_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_kernel_count_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randn_with_dtype_and_device_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reflection_pad2d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_relu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remainder_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_no_ops_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_copy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_slice_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_view_default_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_view_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_as_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_interleave_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_require_stride_expanded_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_resize_as_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reuse_buffers_with_aliasing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_round_correctness_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_round_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_rsqrt_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scalar_input_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scalar_output_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scaled_dot_product_attention_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_add1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_add3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_reduce2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scheduler_vertical_fusion1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_unaligned_mask_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_unaligned_mask_freezing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sgn_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sgn_extremal_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_shape_prop_torch_ones_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_should_pad_bench_for_bmm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sigmoid_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sign_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_signbit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_silu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sin_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter_dtype_consistency_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter_reinplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_view_with_graph_break_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_bool_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_stable_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_transpose_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_special_polygamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumprod_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumsum_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumsum_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_failed_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_reduction_dynamic_shape_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_reduction_with_int64_size_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_with_integer_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_with_unbacked_symints_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sqrt_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_squeeze2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_squeeze_varargs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_stack_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_strided_inputs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum_int_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tanh_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tmp_not_defined_issue3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_to_device_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_to_memory_format_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_torch_device_split_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_transpose_add_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_transpose_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_triton_kernel_bool_param_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_triu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_uint4x2_mixed_mm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unsigned_constant_tensors_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_bicubic2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_cat_conv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest1d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest2d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_var_correction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_var_mean_tile_reduction_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vdd_clamp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vectorized_ops_masked_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vectorized_ops_masked_var_novec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_as_complex_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_as_real_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_uint8_through_differing_bitwidths_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_where_with_logical_op_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_xblock_divides_xnumel_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_zero_element_mutation_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_zeros_cpu 2025-09-07T06:50:49.2119270Z 2025-09-07T06:50:53.3808760Z Running export/test_torchbind 1/1 ... [2025-09-07 06:50:53.380723] 2025-09-07T06:50:53.3809080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:50:53.3811950Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:50:53.380976] 2025-09-07T06:50:56.8041340Z 2025-09-07T06:50:56.8042930Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_0bf61d6b47500df7_.log 2025-09-07T06:50:56.8067790Z Running 90 items in this shard: test/export/test_torchbind.py::TestExportTorchbind::test_aot_export_tensor_queue_operators, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_deepcopy, test/export/test_torchbind.py::TestExportTorchbind::test_export_inplace_custom_op, test/export/test_torchbind.py::TestExportTorchbind::test_identifying_torchbind_ops, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_schema_checking_script_object, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_py_impl, test/export/test_torchbind.py::TestExportTorchbind::test_method_schema, test/export/test_torchbind.py::TestExportTorchbind::test_non_strict_export_methods, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_safe_to_trace_with_real, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_fallthrough_keys_respects_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_register_fallthrough, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_register_attr_at_runtime_error, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_True, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_graph_breaks, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_automatic_dynamic_shape, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_export_obj_torchbind_op_with_autocast_device_cpu, test/export/test_torchbind.py::TestCompileTorchbind::test_export_obj_torchbind_op_with_autocast_device_cuda, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_from_real_not_classmethod, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_from_real, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_torch_bind_class, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_valid 2025-09-07T06:50:56.8091300Z 2025-09-07T06:50:58.8155540Z Running test_nestedtensor 1/2 ... [2025-09-07 06:50:58.815372] 2025-09-07T06:50:58.8156370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:50:58.8158530Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:50:58.815651] 2025-09-07T06:53:52.7575960Z 2025-09-07T06:53:52.7577580Z inductor/test_torchinductor_dynamic_shapes 4/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_4.4_36efc50f98d563a4_.log 2025-09-07T06:53:52.7733690Z Running 448 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__dyn_quant_pack_4bit_weight_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adding_tensor_offsets_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_override_registration_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_support_out_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_assert_size_stride_op_name_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_batch_norm_2d_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bfloat16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bmm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_both_scalars_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_add_autotune_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_copied_in_graph_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cauchy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clamp_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_complex_from_real_imag_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_concat_add_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_config_option_dont_assume_alignment_cudagraphs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_const_int32_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv2d_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_functional_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_inference_heuristics_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_copy_non_blocking_is_pinned_use_cat_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumprod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_fixed_layout_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_by_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_presicion_accuracy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_prim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_trivial_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_trivial_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_elu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_exact_stride_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expand_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fft_real_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fft_real_input_real_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fill1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_flip_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_repr_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_forced_buffer_realize_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_like_transposed_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fuse_large_params_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_generate_rand_fp8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_getitem_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_glu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_grid_sampler_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_horizonal_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_indirect_load_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inductor_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_where_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_insignificant_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_isinf2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_kernel_names_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_broadcast_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_grid_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_strided_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_list_clearing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_1_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mark_dynamic_with_hint_override_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_fill_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_matmul_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mix_device_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mul_index_expr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutable_custom_op_fixed_layout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_to_num_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_narrow_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_new_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_new_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_no_op_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_no_specization_over_symbolic_value_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_output_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pad_view_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pixel_shuffle_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_i0e_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_i1e_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_k0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_psi_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_by_natural_log2_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randint_int64_mod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_generator_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reflection_pad2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reflection_pad2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_slice_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_view_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_Tensor_decomp_int64_nd_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_roi_align_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_rsqrt_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_rsqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scheduler_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_unaligned_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_select_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_setitem_with_int_parameter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_silu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_simplify_loops_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sizehint_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter_dtype_consistency_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_view_with_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_one_kernel_loop_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_one_kernel_persist_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_reduction_dynamic_shape_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor_index_put_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_to_memory_format_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_triu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unfold_zero_dimension_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unroll_small_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_mean_tile_reduction_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_as_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_as_real_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_weight_norm_bwd_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_with_logical_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_zero_element_mutation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_max_pool2d3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex10_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex6_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_cache_hit_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin_with_duplicates_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin_with_nan_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_as_strided_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_as_strided_scatter_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_assert_alignment_op_name_fail_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_both_scalars_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_add_autotune_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int32_int64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_nd_tiling_True_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_inplace_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clone_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_complex_memory_overlap_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_concat_add_inplace_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_consecutive_split_cumprod_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_fill_dtype_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv2d_channels_last_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_functional_bn_fuse_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_inference_heuristics_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_copy_non_blocking_is_pinned_use_cat_False_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cummin_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumprod_zero_dim_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_inf_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dense_mask_index_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_diagonal_copy_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div6_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dont_constant_fold_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_trivial_0_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_float16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_bfloat16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_bfloat16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_bfloat16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_float32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_bfloat16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_float16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_float32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_int64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_float16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_bag_byte_unpack_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_empty2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_erfc_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_erfinv_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_exact_stride_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_exp2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_exp_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fill1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fill2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_float32_to_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_float_repr_dynamic_shapes_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_floordiv_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fractional_max_pool2d1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fractional_max_pool2d2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fractional_max_pool2d3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_full_boolean_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_full_like_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_full_like_sliced_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_functionalize_rng_wrappers_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gather1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gather3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_getitem_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_constant_tensor1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_constant_tensor2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_scalar_inputs_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_grid_sampler_2d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_abs_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_device_assert_masked_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_remainder_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_deterministic_fallback_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_select_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_where_pointwise_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_input_mutation3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_input_mutation5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_insignificant_strides_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_isinf2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_issue102546_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_kernel_names_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_kwargs_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_l1_loss_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_offset_pointwise_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_tensor_reduction_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_layer_norm_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_lerp_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_like_rands_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_log1p_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_log_softmax_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_logsumexp_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d6_dilation_1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d6_dilation_2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d7_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mm_views_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_move_arange_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_device_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_sum_low_prec_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nan_sort_stable_True_descending_False_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_new_empty_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nll_loss_backward_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_no_op_reduction_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_one_hot_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_philox_rand_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_digamma_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_erf_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_gammaln_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i0_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i0e_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_logit_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_modified_bessel_k0_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_t_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_xlogy_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_distribution_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_generator_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction_config_limit_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reflection_pad2d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_no_ops_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_copy_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_slice1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_slice_scatter_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_view_default_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_resize_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reuse_buffers_with_aliasing_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_round_correctness_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_rsqrt_dynamic_shapes_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scalar_cpu_tensor_arg_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scalar_output_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scaled_dot_product_attention_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter6_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_add1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_should_pad_bench_for_bmm_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_silu_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sin_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter_reinplace_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_view_with_graph_break_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_one_kernel_loop_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_stable_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumprod_low_prec_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_index_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_low_prec_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_with_sizes_with_unbacked_symints_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_with_unbacked_symints_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_strided_inputs_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_keepdims_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tanh_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_to_dtype_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_transposed_propagates_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_triu_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint4x2_mixed_mm_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unbacked_floordiv_simplify_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_cat_conv_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest2d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_xblock_divides_xnumel_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_zeros_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_cat_unbacked_duplicate_size_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_float_item_inf_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_item_materialize_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_item_return_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_math_ops_op0_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_math_ops_op2_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_nonzero_no_realloc_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_nonzero_size_factory_nobreak_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_return_unbacked_view_split_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_slice_index_changing_sign_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_sym_stride_lowering_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_sym_sum_unbacked_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_unspecialized_float_fallback_specialization_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_unwrap_storage_didnt_work_repro_cpu 2025-09-07T06:53:52.7868180Z 2025-09-07T06:53:54.8339550Z Running inductor/test_padding 1/1 ... [2025-09-07 06:53:54.833731] 2025-09-07T06:53:54.8340870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:53:54.8344350Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_padding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:53:54.834250] 2025-09-07T06:53:57.5946280Z 2025-09-07T06:53:57.5947250Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_2dcac0e22ad7fe11_.log 2025-09-07T06:53:59.7019910Z 2025-09-07T06:53:59.7020720Z Running dynamo/test_subclasses 1/1 ... [2025-09-07 06:53:59.701864] 2025-09-07T06:53:59.7021490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:53:59.7023580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:53:59.702157] 2025-09-07T06:54:28.4964540Z 2025-09-07T06:54:28.4965940Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_95259b4374efa98d_.log 2025-09-07T06:54:28.4996980Z Running 125 items in this shard: test/dynamo/test_subclasses.py::SubclassTests::test_as_subclass_attr_mutation, test/dynamo/test_subclasses.py::SubclassTests::test_base_torch_function_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_compile_higher_order_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_automatic_dynamic, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_dynamic_dim, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function_restore_values, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function_restore_values_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_has_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_make_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_newly_constructed_tensor_subclass_attr_mutation, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_buffer, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_cat, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_simple, test/dynamo/test_subclasses.py::SubclassTests::test_no_call_to_new, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_on_size_bytecode, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_recompiles, test/dynamo/test_subclasses.py::SubclassTests::test_nontraceable_tensor_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_overridden_method_guarding, test/dynamo/test_subclasses.py::SubclassTests::test_parameter_subclass_custom_torch_func_and_dynamic_attr, test/dynamo/test_subclasses.py::SubclassTests::test_parameter_subclass_with_old_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_recompile_with_symbool_inputs, test/dynamo/test_subclasses.py::SubclassTests::test_recompiles_with_optional_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_return_as_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_local_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_TwoTensor_TwoTensor, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_nested_diff_sizes, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_constructor_proxying, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_dont_invoke_torch_function_on_overridden_attr, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_dont_invoke_torch_function_on_overridden_method, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_override_shape_and_to, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_with_disabled_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_support_bases, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_automatic_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_clone_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_different_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mark_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_nested, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_multiple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_tensor_and_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_simple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_attr_codegen_tos, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_arg_num, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_not_classmethod, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_override, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_recursive_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_custom_attr, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_with_non_classmethod_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_torch_dispatch_subclass_guard_recompile, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_attr, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method_arg, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_list_args, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_guards, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_nested, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_subclass_survives_into_aot_autograd, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class_with_kwargs, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_user_overridden_attr_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overridden_method_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overridden_property_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_dynamo_attribute_access_on_intermediate, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_guards_on_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_differently_sized_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_same_sized_inner_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd_inductor, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_recompiles, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_6, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_is_nested_call, test/dynamo/test_subclasses.py::TestNestedTensor::test_inference_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_inline_nested_tensor_from_jagged, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_dense_subclass_dense_subclass, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_subclass_dense, test/dynamo/test_subclasses.py::TestNestedTensor::test_param_subclass_isinstance_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_return_shape, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_dense_subclass_dense_view, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_gives_static_shapes_when_dynamic_false, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_with_mutation_in_graph, test/dynamo/test_subclasses.py::TestNestedTensor::test_unary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_unbind 2025-09-07T06:54:28.5025740Z 2025-09-07T06:54:30.6280380Z Running export/test_draft_export 1/1 ... [2025-09-07 06:54:30.627831] 2025-09-07T06:54:30.6281170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:54:30.6283300Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:54:30.628113] 2025-09-07T06:54:32.9441780Z 2025-09-07T06:54:32.9442950Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_442e8884cd7853da_.log 2025-09-07T06:54:32.9449960Z Running 21 items in this shard: test/export/test_draft_export.py::TestDraftExport::test_complex_data_dependent_expr, test/export/test_draft_export.py::TestDraftExport::test_constantify_unbacked_symbol, test/export/test_draft_export.py::TestDraftExport::test_cuda_memory_usage, test/export/test_draft_export.py::TestDraftExport::test_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_dedup_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_fake_infer_dense_in_memory_check, test/export/test_draft_export.py::TestDraftExport::test_masked_linear, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_basic, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_multiple_profiles, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_update_profile, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_guard, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_impl, test/export/test_draft_export.py::TestDraftExport::test_offsets, test/export/test_draft_export.py::TestDraftExport::test_override_incorrectly_aliasing_kernel, test/export/test_draft_export.py::TestDraftExport::test_override_mismatched_fake_kernel_with_unbacked_symbols, test/export/test_draft_export.py::TestDraftExport::test_override_size_and_dtype_mismatched_fake_kernels, test/export/test_draft_export.py::TestDraftExport::test_shape_failure, test/export/test_draft_export.py::TestDraftExport::test_side_effect1, test/export/test_draft_export.py::TestDraftExport::test_side_effect_inps, test/export/test_draft_export.py::TestDraftExport::test_torchbind, test/export/test_draft_export.py::TestDraftExport::test_unbacked_div_mod_replacement 2025-09-07T06:54:32.9454690Z 2025-09-07T06:54:35.0534030Z Running test_sparse 1/1 ... [2025-09-07 06:54:35.053213] 2025-09-07T06:54:35.0534730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:54:35.0537040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_sparse.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:54:35.053503] 2025-09-07T06:56:22.2942040Z 2025-09-07T06:56:22.2943530Z inductor/test_torchinductor_dynamic_shapes 2/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_2.4_74d5419f3c4bb0a5_.log 2025-09-07T06:56:22.3088090Z Running 448 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex10_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_allow_reuse_active_if_under_peak_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_support_str_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_with_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_as_strided_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_assert_alignment_op_name_fail_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_assert_alignment_op_name_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_assert_size_stride_op_name_fail_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_baddbmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bernoulli2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_computed_offsets_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_default_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_nd_tiling_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_nd_tiling_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_batch_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_float_ndigits_neg_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_single_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_empty_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_check_stack_no_cycles_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_complex_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_computed_buffer_inlining_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_config_option_dont_assume_alignment_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_nd_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv3d_channels_last_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_copy_non_blocking_is_pinned_use_cat_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_no_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_multi_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_deterministic_codegen_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtype_mismatch_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtype_sympy_expr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_sparse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_exp2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expand_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_no_mutated_tensors_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_with_return_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_boolean_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_like_sliced_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fuse_tiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_generated_code_has_size_stride_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_both_scalars_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_constant_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_refcount_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardtanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_as_masked_fill_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_failed_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_fallback1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_fallback2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inductor_layout_optimization_input_mutations_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inner_fn_str_and_stride_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_int8_weight_only_quant_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_isin_tensor_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_isinf_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_l1_loss_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_tensor_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_dynamic_maxautotune_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log_fp64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_long_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d6_dilation_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mean_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_min_max_reduction_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_move_arange_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_prime_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_sum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_neg_max_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_new_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nll_loss_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_no_mega_fusion_during_lowering_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nonzero_unbacked_refinement_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_norm_constant_overflow_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_one_hot_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pad_cast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_airy_ai_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_y1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_t_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_digamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_entr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erf_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_exp2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_expit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammaincc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_scaled_modified_bessel_k0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_t_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_xlogy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_prod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randint_distribution_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randint_kernel_count_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction_config_limit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_resize_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_roll_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_cpu_tensor_arg_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_searchsorted_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_shape_padding_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_signbit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_single_elem_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_transpose_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumprod_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_reduction_with_int64_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_sizes_with_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor_index_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue1_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_to_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_to_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_torch_device_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transpose_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_triton_kernel_bool_param_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_uint4x2_mixed_mm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbind_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsigned_constant_tensors_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_bicubic2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_bilinear2d_b_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_nearest1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_nearest2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_nearest3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_correction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_mean_div_by_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_detach_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_zeros_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_AllenaiLongformerBase_repro_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__dyn_quant_matmul_4bit_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_max_pool2d2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex7_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex9_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_addmv_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_allow_reuse_active_if_under_peak_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_any_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_min_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_to_float_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bmm2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_broadcast_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_default_kwargs_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_uint8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_int64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_uint8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_nd_tiling_False_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_builtins_round_float_ndigits_neg_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_extern_kernel_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_negative_dim_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_single_empty_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_uint8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_2d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_upcasting_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_chunk_recompiles_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_computed_buffer_inlining_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_config_option_dont_assume_alignment_cudagraphs_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_consecutive_split_cumsum_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_1d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_2d_strides_nonpositive_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_nd_inplace_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cos_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_fixed_layout_channels_last_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_data_type_propogation_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_device_assert_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dist_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div_softmax_symfloat_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtype_sympy_expr_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_uint8_dynamic_shapes_mps, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_float32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_uint8_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_float64_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_int32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_bfloat16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_sparse_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_expand_as_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_expand_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_expm1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_basic_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_flip_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fmin_fmax_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fuse_tiled_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gelu_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_generated_code_has_alignment_assert_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_arange1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_mutation_real_name_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_pad_dynamic_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardsigmoid_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardtanh_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_dynamic_shapes_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_flip_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_as_masked_fill_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_reinplace_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inductor_layout_optimization_input_mutations_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inductor_triton_bucketize_respects_masking_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inner_fn_str_and_stride_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_activations_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_add_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_mixed_dtype_ops_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_input_mutation2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_int8_weight_only_quant_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_int_input_dynamic_shapes_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_invalid_operand_issue1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_pointwise_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_like_rands3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linspace4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_list_clearing_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_2_dim_3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_masked_fill_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_masked_fill_promotion_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_min_max_reduction_nan_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_misaligned_address_issue1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mul_softmax_symfloat_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_gpu_device_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_any_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_new_empty_strided_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_new_ones_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_output_strides_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pattern_matcher_multi_user_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_airy_ai_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_j0_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_y1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_chebyshev_polynomial_t_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_entr_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_erfcx_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_erfinv_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_exp2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_gammainc_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_log_ndtr_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_modified_bessel_i0_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtr_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtri_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_w_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_sinc_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow_by_natural_log2_dynamic_shapes_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_prod_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_int64_mod_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_kernel_count_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reinterpret_dtypeview_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_relu_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remainder_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_view_dtype_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_as_strided_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_resize_as_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_roll_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_select_scatter_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_extremal_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_shape_prop_torch_ones_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sizehint_issue1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_backward_data_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_one_kernel_persist_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_bool_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_with_list_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_stack_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_dtype_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_int_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tan_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor3_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor_index_put_slice_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_torch_device_split_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unbind_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unsigned_constant_tensors_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float32_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int16_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_bicubic2d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_bilinear2d_b_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest3d_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_correction_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_mean_div_by_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vdd_clamp_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vertical_fusion1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_detach_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views1_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views2_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views4_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views5_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views6_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_weight_norm_bwd_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_where_with_logical_op_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_zero_dim_reductions_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_zero_element_mutation_dynamic_shapes_mps, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_adaptive_max_pool3d_with_indices_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_bool_mask_nobreak_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_dynamic_stride_nobreak_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_float_is_integer_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_floor_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_math_ops_op3_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_pad_dynamic_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_shape_as_constant_reciprocal_float_exp_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_sort_dynamic_shape_with_check_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_sub_constant_folding_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_unbacked_cat_backwards_save_data_dependent_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_unbacked_save_for_backwards_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_unspecialized_float_dynamic_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCPU::test_unspecialized_float_fallback_symint_specialization_cpu 2025-09-07T06:56:22.3232960Z 2025-09-07T06:56:24.3931170Z Running test_package 1/1 ... [2025-09-07 06:56:24.392926] 2025-09-07T06:56:24.3931900Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:56:24.3933950Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:56:24.393195] 2025-09-07T06:56:26.9946810Z 2025-09-07T06:56:26.9947310Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_885c3c5699bad961_.log 2025-09-07T06:56:26.9972750Z Running 137 items in this shard: test/test_package.py::TestAnalyze::test_trace_dependencies, test/test_package.py::TestDependencyAPI::test_allow_empty_with_error, test/test_package.py::TestDependencyAPI::test_broken_dependency, test/test_package.py::TestDependencyAPI::test_deny, test/test_package.py::TestDependencyAPI::test_deny_glob, test/test_package.py::TestDependencyAPI::test_extern, test/test_package.py::TestDependencyAPI::test_extern_glob, test/test_package.py::TestDependencyAPI::test_extern_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_externing_c_extension, test/test_package.py::TestDependencyAPI::test_implicit_intern, test/test_package.py::TestDependencyAPI::test_intern_error, test/test_package.py::TestDependencyAPI::test_invalid_import, test/test_package.py::TestDependencyAPI::test_mock, test/test_package.py::TestDependencyAPI::test_mock_glob, test/test_package.py::TestDependencyAPI::test_mock_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_pickle_mocked, test/test_package.py::TestDependencyAPI::test_pickle_mocked_all, test/test_package.py::TestDependencyAPI::test_repackage_mocked_module, test/test_package.py::TestDependencyHooks::test_extern_and_mock_hook, test/test_package.py::TestDependencyHooks::test_multiple_extern_hooks, test/test_package.py::TestDependencyHooks::test_multiple_mock_hooks, test/test_package.py::TestDependencyHooks::test_remove_hooks, test/test_package.py::TestDependencyHooks::test_single_hook, test/test_package.py::TestDiGraph::test_all_paths, test/test_package.py::TestDiGraph::test_contains, test/test_package.py::TestDiGraph::test_contains_non_hashable, test/test_package.py::TestDiGraph::test_edges, test/test_package.py::TestDiGraph::test_forward_closure, test/test_package.py::TestDiGraph::test_iter, test/test_package.py::TestDiGraph::test_node_attr_update, test/test_package.py::TestDiGraph::test_node_attrs, test/test_package.py::TestDiGraph::test_predecessor_not_in_graph, test/test_package.py::TestDiGraph::test_predecessors, test/test_package.py::TestDiGraph::test_successor_not_in_graph, test/test_package.py::TestDiGraph::test_successors, test/test_package.py::DirectoryReaderTest::test_importer_access, test/test_package.py::DirectoryReaderTest::test_loading_has_record, test/test_package.py::DirectoryReaderTest::test_loading_module, test/test_package.py::DirectoryReaderTest::test_loading_pickle, test/test_package.py::DirectoryReaderTest::test_package_resource_access, test/test_package.py::DirectoryReaderTest::test_resource_access_by_path, test/test_package.py::DirectoryReaderTest::test_resource_reader, test/test_package.py::DirectoryReaderTest::test_scriptobject_failure_message, test/test_package.py::TestGlobGroup::test_exclude, test/test_package.py::TestGlobGroup::test_exclude_from_all, test/test_package.py::TestGlobGroup::test_invalid_raw, test/test_package.py::TestGlobGroup::test_list_include_exclude, test/test_package.py::TestGlobGroup::test_one_star, test/test_package.py::TestGlobGroup::test_one_star_middle, test/test_package.py::TestGlobGroup::test_one_star_multiple_in_component, test/test_package.py::TestGlobGroup::test_one_star_partial, test/test_package.py::TestGlobGroup::test_one_star_partial_extension, test/test_package.py::TestGlobGroup::test_raw_two_star, test/test_package.py::TestGlobGroup::test_two_star, test/test_package.py::TestGlobGroup::test_two_star_end, test/test_package.py::TestGlobGroup::test_two_star_middle, test/test_package.py::TestGlobGroup::test_two_star_multiple, test/test_package.py::TestImporter::test_ordered_importer_basic, test/test_package.py::TestImporter::test_ordered_importer_whichmodule, test/test_package.py::TestImporter::test_package_importer_whichmodule_no_dunder_module, test/test_package.py::TestImporter::test_single_ordered_importer, test/test_package.py::TestImporter::test_sys_importer, test/test_package.py::TestImporter::test_sys_importer_roundtrip, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_fx_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_nn_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_torchscript_module, test/test_package.py::TestMangling::test_demangle_base, test/test_package.py::TestMangling::test_demangler_multiple_manglers, test/test_package.py::TestMangling::test_is_mangled, test/test_package.py::TestMangling::test_mangle_empty_errors, test/test_package.py::TestMangling::test_mangle_prefix, test/test_package.py::TestMangling::test_mangler_is_consistent, test/test_package.py::TestMangling::test_package_mangler, test/test_package.py::TestMangling::test_roundtrip_mangling, test/test_package.py::TestMangling::test_unique_manglers, test/test_package.py::TestMangling::test_unique_module_names, test/test_package.py::TestMisc::test_dunder_package_present, test/test_package.py::TestMisc::test_dunder_package_works_from_package, test/test_package.py::TestMisc::test_exporter_content_lists, test/test_package.py::TestMisc::test_file_structure, test/test_package.py::TestMisc::test_file_structure_has_file, test/test_package.py::TestMisc::test_inspect_class, test/test_package.py::TestMisc::test_is_from_package, test/test_package.py::TestMisc::test_load_python_version_from_package, test/test_package.py::TestMisc::test_loaders_that_remap_files_work_ok, test/test_package.py::TestMisc::test_python_version, test/test_package.py::TestMisc::test_std_lib_sys_hackery_checks, test/test_package.py::ModelTest::test_model_save, test/test_package.py::ModelTest::test_resnet, test/test_package.py::ModelTest::test_script_resnet, test/test_package.py::TestPackageFX::test_package_fx_custom_tracer, test/test_package.py::TestPackageFX::test_package_fx_package, test/test_package.py::TestPackageFX::test_package_fx_simple, test/test_package.py::TestPackageFX::test_package_fx_with_imports, test/test_package.py::TestPackageFX::test_package_fx_wrap, test/test_package.py::TestPackageFX::test_package_gm_preserve_stack_trace, test/test_package.py::TestPackageFX::test_package_then_fx, test/test_package.py::TestPackageScript::test_different_package_interface, test/test_package.py::TestPackageScript::test_different_package_script_class, test/test_package.py::TestPackageScript::test_load_shared_scriptmodules, test/test_package.py::TestPackageScript::test_load_shared_tensors, test/test_package.py::TestPackageScript::test_load_shared_tensors_repackaged, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules_shared_code, test/test_package.py::TestPackageScript::test_package_interface, test/test_package.py::TestPackageScript::test_package_script_class, test/test_package.py::TestPackageScript::test_package_script_class_referencing_self, test/test_package.py::TestPackageScript::test_save_eager_mods_sharing_scriptmodule, test/test_package.py::TestPackageScript::test_save_independent_scriptmodules, test/test_package.py::TestPackageScript::test_save_repeat_scriptmodules, test/test_package.py::TestPackageScript::test_save_scriptmodule, test/test_package.py::TestPackageScript::test_save_scriptmodule_file, test/test_package.py::TestPackageScript::test_save_scriptmodule_only_necessary_code, test/test_package.py::TestPackageScript::test_save_scriptmodule_with_submods, test/test_package.py::TestPackageScript::test_save_scriptmodules_in_container, test/test_package.py::TestPackageScript::test_save_scriptmodules_submod_redefinition, test/test_package.py::TestPackageScript::test_save_shared_tensors, test/test_package.py::TestPackageScript::test_saving_and_scripting_packaged_mod, test/test_package.py::TestPackageScript::test_scriptmodules_repeat_save, test/test_package.py::TestPackageScript::test_tensor_sharing_pickle, test/test_package.py::TestRepackage::test_repackage_import_indirectly_via_parent_module, test/test_package.py::TestResources::test_importer_access, test/test_package.py::TestResources::test_package_resource_access, test/test_package.py::TestResources::test_resource_access_by_path, test/test_package.py::TestResources::test_resource_reader, test/test_package.py::TestSaveLoad::test_bad_dunder_imports, test/test_package.py::TestSaveLoad::test_dunder_imports, test/test_package.py::TestSaveLoad::test_exporting_mismatched_code, test/test_package.py::TestSaveLoad::test_pickle, test/test_package.py::TestSaveLoad::test_pickle_long_name_with_protocol_4, test/test_package.py::TestSaveLoad::test_save_imported_module, test/test_package.py::TestSaveLoad::test_save_imported_module_using_package_importer, test/test_package.py::TestSaveLoad::test_save_load_fp8, test/test_package.py::TestSaveLoad::test_save_module, test/test_package.py::TestSaveLoad::test_save_module_binary, test/test_package.py::TestSaveLoad::test_saving_source, test/test_package.py::TestSaveLoad::test_saving_string 2025-09-07T06:56:26.9995920Z 2025-09-07T06:56:29.0947000Z Running export/test_retraceability 1/1 ... [2025-09-07 06:56:29.094520] 2025-09-07T06:56:29.0947780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:56:29.0949150Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_retraceability.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:56:29.094801] 2025-09-07T06:57:35.8053990Z 2025-09-07T06:57:35.8054470Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_4523ebe067157618_.log 2025-09-07T06:57:35.9025300Z Running 4706 items in this shard: test/test_sparse.py::TestSparseLegacyAndDeprecation::test_legacy_warnings, test/test_sparse.py::TestSparseOneOff::test_cuda_from_cpu, test/test_sparse.py::TestSparseOneOff::test_cuda_sparse_cpu_dense_add, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseCSR_float64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_float32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_float64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_int16, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_int32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_int64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_int8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_abs_cpu_uint8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_float32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_float64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_int16, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_int32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_int64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_int8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asin_cpu_uint8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_float32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_float64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_int16, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_int32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_int64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_int8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_asinh_cpu_uint8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_atan_cpu_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_atan_cpu_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_atan_cpu_float32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_atan_cpu_float64, 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test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_log1p_cpu_int32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_log1p_cpu_int64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_log1p_cpu_int8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_log1p_cpu_uint8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_float32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_float64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_int16, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_int32, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_int64, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_int8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_nan_to_num_cpu_uint8, test/test_sparse.py::TestSparseUnaryUfuncsCPU::test_inplace_neg_cpu_complex128, 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test/test_sparse.py::TestSparseMPS::test_factory_type_inference_mps_complex64, test/test_sparse.py::TestSparseMPS::test_factory_type_inference_mps_float16, test/test_sparse.py::TestSparseMPS::test_factory_type_inference_mps_float32, test/test_sparse.py::TestSparseMPS::test_factory_type_inference_mps_float64, test/test_sparse.py::TestSparseMPS::test_factory_type_inference_mps_int64, test/test_sparse.py::TestSparseMPS::test_floor_divide_by_sparse_error_mps, test/test_sparse.py::TestSparseMPS::test_full_broadcast_to_mps_complex128, test/test_sparse.py::TestSparseMPS::test_full_broadcast_to_mps_float64, test/test_sparse.py::TestSparseMPS::test_hsmm_mps_float64, test/test_sparse.py::TestSparseMPS::test_index_select_empty_and_non_contiguous_index_mps_complex128, test/test_sparse.py::TestSparseMPS::test_index_select_empty_and_non_contiguous_index_mps_float64, test/test_sparse.py::TestSparseMPS::test_index_select_exhaustive_index_large_mps_complex128, test/test_sparse.py::TestSparseMPS::test_index_select_exhaustive_index_large_mps_float64, test/test_sparse.py::TestSparseMPS::test_index_select_exhaustive_index_small_mps_complex128, test/test_sparse.py::TestSparseMPS::test_index_select_exhaustive_index_small_mps_float64, test/test_sparse.py::TestSparseMPS::test_index_select_mps_complex128, test/test_sparse.py::TestSparseMPS::test_index_select_mps_float64, test/test_sparse.py::TestSparseMPS::test_index_select_parallelization_mps_complex128, test/test_sparse.py::TestSparseMPS::test_index_select_parallelization_mps_float64, test/test_sparse.py::TestSparseMPS::test_is_nonzero_mps, test/test_sparse.py::TestSparseMPS::test_is_sparse_mps, test/test_sparse.py::TestSparseMPS::test_isnan_mps, test/test_sparse.py::TestSparseMPS::test_legacy_new_device_mps, test/test_sparse.py::TestSparseMPS::test_legacy_new_mps, test/test_sparse.py::TestSparseMPS::test_log1p_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_log1p_mps_float16, test/test_sparse.py::TestSparseMPS::test_log1p_mps_float32, test/test_sparse.py::TestSparseMPS::test_log1p_mps_int16, test/test_sparse.py::TestSparseMPS::test_log1p_mps_int32, test/test_sparse.py::TestSparseMPS::test_log1p_mps_int64, test/test_sparse.py::TestSparseMPS::test_log1p_mps_int8, test/test_sparse.py::TestSparseMPS::test_log1p_mps_uint8, test/test_sparse.py::TestSparseMPS::test_log_softmax_zero_nnz_mps_float32, test/test_sparse.py::TestSparseMPS::test_log_softmax_zero_nnz_mps_float64, test/test_sparse.py::TestSparseMPS::test_mm_mps_complex128, test/test_sparse.py::TestSparseMPS::test_mm_mps_float64, test/test_sparse.py::TestSparseMPS::test_mv_mps_float64, test/test_sparse.py::TestSparseMPS::test_narrow_mps_complex128, test/test_sparse.py::TestSparseMPS::test_narrow_mps_float64, test/test_sparse.py::TestSparseMPS::test_neg_negative_mps_complex64, test/test_sparse.py::TestSparseMPS::test_neg_negative_mps_float32, test/test_sparse.py::TestSparseMPS::test_new_device_multi_gpu_mps, test/test_sparse.py::TestSparseMPS::test_new_device_single_gpu_mps, test/test_sparse.py::TestSparseMPS::test_new_mps_complex64, test/test_sparse.py::TestSparseMPS::test_new_mps_float32, test/test_sparse.py::TestSparseMPS::test_norm_mps_complex128, test/test_sparse.py::TestSparseMPS::test_norm_mps_float64, test/test_sparse.py::TestSparseMPS::test_permute_masked_mps_complex128, test/test_sparse.py::TestSparseMPS::test_permute_masked_mps_float64, test/test_sparse.py::TestSparseMPS::test_permute_sparse_mps_complex128, test/test_sparse.py::TestSparseMPS::test_permute_sparse_mps_float64, test/test_sparse.py::TestSparseMPS::test_pickle_mps_float64, test/test_sparse.py::TestSparseMPS::test_print_coalesced_mps_float32, test/test_sparse.py::TestSparseMPS::test_print_uncoalesced_mps_float32, test/test_sparse.py::TestSparseMPS::test_resize_as_mps, test/test_sparse.py::TestSparseMPS::test_resize_mps_complex64, test/test_sparse.py::TestSparseMPS::test_resize_mps_float32, test/test_sparse.py::TestSparseMPS::test_saddmm_mps_complex128, test/test_sparse.py::TestSparseMPS::test_saddmm_mps_float64, test/test_sparse.py::TestSparseMPS::test_same_gpu_mps, test/test_sparse.py::TestSparseMPS::test_scalar_mps_complex64, test/test_sparse.py::TestSparseMPS::test_scalar_mps_float32, test/test_sparse.py::TestSparseMPS::test_select_mps_complex64, test/test_sparse.py::TestSparseMPS::test_select_mps_float32, test/test_sparse.py::TestSparseMPS::test_select_no_type_promotion_mps_int16, test/test_sparse.py::TestSparseMPS::test_select_no_type_promotion_mps_int32, test/test_sparse.py::TestSparseMPS::test_select_no_type_promotion_mps_int64, test/test_sparse.py::TestSparseMPS::test_select_no_type_promotion_mps_int8, test/test_sparse.py::TestSparseMPS::test_select_no_type_promotion_mps_uint8, test/test_sparse.py::TestSparseMPS::test_shared_mps_complex64, test/test_sparse.py::TestSparseMPS::test_shared_mps_float32, test/test_sparse.py::TestSparseMPS::test_small_nnz_coalesced_mps, test/test_sparse.py::TestSparseMPS::test_softmax_mps_float64, test/test_sparse.py::TestSparseMPS::test_softmax_zero_nnz_mps_float32, test/test_sparse.py::TestSparseMPS::test_softmax_zero_nnz_mps_float64, test/test_sparse.py::TestSparseMPS::test_spadd_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_add_coalesce_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_sparse_add_coalesce_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_add_coalesce_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_add_out_bfloat16_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_addmm_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_sparse_addmm_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_addmm_mps_float16, test/test_sparse.py::TestSparseMPS::test_sparse_addmm_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_bool_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_bool_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_broadcast_to_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_broadcast_to_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_bool, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_float16, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_int16, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_int32, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_int64, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_int8, test/test_sparse.py::TestSparseMPS::test_sparse_dense_mul_mps_uint8, test/test_sparse.py::TestSparseMPS::test_sparse_mask_backward_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_mask_backward_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_mask_hybrid_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_mask_hybrid_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_mask_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_mask_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_matmul_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_matmul_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_matmul_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_matmul_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_mm_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_mul_masked_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_mul_sparse_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_float16, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_int16, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_int32, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_int64, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_int8, test/test_sparse.py::TestSparseMPS::test_sparse_sparse_mul_mps_uint8, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_bool, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_float32, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_int16, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_int32, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_int64, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_int8, test/test_sparse.py::TestSparseMPS::test_sparse_spdiags_mps_uint8, test/test_sparse.py::TestSparseMPS::test_sparse_sum_mps_float64, test/test_sparse.py::TestSparseMPS::test_sparse_to_numpy_mps, test/test_sparse.py::TestSparseMPS::test_sspaddmm_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sspaddmm_mps_float64, test/test_sparse.py::TestSparseMPS::test_storage_not_null_mps, test/test_sparse.py::TestSparseMPS::test_sum_mps_bool, test/test_sparse.py::TestSparseMPS::test_sum_mps_complex128, test/test_sparse.py::TestSparseMPS::test_sum_mps_complex64, test/test_sparse.py::TestSparseMPS::test_sum_mps_float32, test/test_sparse.py::TestSparseMPS::test_sum_mps_float64, test/test_sparse.py::TestSparseMPS::test_sum_mps_int16, test/test_sparse.py::TestSparseMPS::test_sum_mps_int32, test/test_sparse.py::TestSparseMPS::test_sum_mps_int64, test/test_sparse.py::TestSparseMPS::test_sum_mps_int8, test/test_sparse.py::TestSparseMPS::test_sum_mps_uint8, test/test_sparse.py::TestSparseMPS::test_t_empty_mps_complex64, test/test_sparse.py::TestSparseMPS::test_t_empty_mps_float32, test/test_sparse.py::TestSparseMPS::test_to_dense_hybrid_masked_mps_complex128, test/test_sparse.py::TestSparseMPS::test_to_dense_hybrid_masked_mps_float64, test/test_sparse.py::TestSparseMPS::test_to_dense_hybrid_sparse_mps_complex128, test/test_sparse.py::TestSparseMPS::test_to_dense_hybrid_sparse_mps_float64, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_masked_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_masked_mps_complex128, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_masked_mps_complex64, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_masked_mps_float16, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_masked_mps_float32, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_masked_mps_float64, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_sparse_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_sparse_mps_complex128, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_sparse_mps_complex64, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_sparse_mps_float16, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_sparse_mps_float32, test/test_sparse.py::TestSparseMPS::test_to_dense_with_gradcheck_sparse_mps_float64, test/test_sparse.py::TestSparseMPS::test_to_sparse_mps_bfloat16, test/test_sparse.py::TestSparseMPS::test_to_sparse_mps_complex128, test/test_sparse.py::TestSparseMPS::test_to_sparse_mps_complex64, test/test_sparse.py::TestSparseMPS::test_to_sparse_mps_float16, test/test_sparse.py::TestSparseMPS::test_to_sparse_mps_float64, test/test_sparse.py::TestSparseMPS::test_to_sparse_mps_int32, test/test_sparse.py::TestSparseMPS::test_transpose_mps_complex64, test/test_sparse.py::TestSparseMPS::test_transpose_mps_float32, test/test_sparse.py::TestSparseMPS::test_unsqueeze_mps_complex128, test/test_sparse.py::TestSparseMPS::test_unsqueeze_mps_float64, test/test_sparse.py::TestSparseMPS::test_zeros_like_mps_complex128, test/test_sparse.py::TestSparseMPS::test_zeros_like_mps_float64, test/test_sparse.py::TestSparseMPS::test_zeros_mps_complex64, test/test_sparse.py::TestSparseMPS::test_zeros_mps_float32, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSC_masked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSC_masked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSC_nonmasked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSC_nonmasked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSR_masked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSR_masked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSR_nonmasked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseBSR_nonmasked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCOO_masked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCOO_masked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCOO_nonmasked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCOO_nonmasked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSC_masked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSC_masked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSC_nonmasked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSC_nonmasked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSR_masked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSR_masked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSR_nonmasked_fast_cpu, test/test_sparse.py::TestSparseAnyCPU::test_as_sparse_gradcheck_SparseCSR_nonmasked_slow_cpu, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_bfloat16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_bool, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_complex32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_complex64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_float16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_float32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_int16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_int32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_int64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseBSC_cpu_int8, 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test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_indices_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_indices_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_indices_Strided_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_is_coalesced_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_is_coalesced_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_is_coalesced_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_is_coalesced_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_is_coalesced_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_is_coalesced_Strided_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_row_indices_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_row_indices_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_row_indices_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_row_indices_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_row_indices_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_row_indices_Strided_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_Strided_cpu 2025-09-07T06:57:35.9970290Z 2025-09-07T06:57:37.8806740Z Running export/test_export_strict 1/1 ... [2025-09-07 06:57:37.880476] 2025-09-07T06:57:37.8807940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:57:37.8810080Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:57:37.880756] 2025-09-07T06:57:58.7120700Z 2025-09-07T06:57:58.7121270Z test_nestedtensor 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_1.2_7de7f63c53e397ea_.log 2025-09-07T06:57:58.7356270Z Running 783 items in this shard: test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_cat, test/test_nestedtensor.py::TestNestedTensor::test_copy_, test/test_nestedtensor.py::TestNestedTensor::test_is_contiguous, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_randn_like, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_zeros_like, test/test_nestedtensor.py::TestNestedTensor::test_nested_tensor, 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test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_add_in_place_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_add_in_place_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_add_transpose_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_chunk_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_dense_elementwise_embedding_dim_128_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_dense_elementwise_embedding_dim_128_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_dense_elementwise_embedding_dim_256_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_dense_elementwise_embedding_dim_384_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_dense_elementwise_embedding_dim_8_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_div_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_indexing_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_indexing_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_indexing_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_indexing_noncontiguous_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_mul_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_split_with_sizes_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_sub_transpose_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_nested_tensor_sum_dim_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_reshape_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_reshape_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_scaled_dot_product_attention_input_dim_3_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_serialization_requires_grad_False_weights_only_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_serialization_requires_grad_False_weights_only_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_serialization_requires_grad_False_weights_only_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_serialization_requires_grad_True_weights_only_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_serialization_requires_grad_True_weights_only_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_softmax_noncontiguous_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_squeeze_unsqueeze_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_dim2_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_dim3_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_dim3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_dim3_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_dim4_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_noncontiguous_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_output_size_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_simple_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_simple_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_padded_tensor_zero_numel_errors_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_to_then_from_padded_tensor_no_transform0213_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_transpose_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_transpose_inference_mode_interaction_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_abs__cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_abs_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_cos_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_gelu__cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_isposinf_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_relu_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_silu__cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_silu_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_sin_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_sqrt_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_tanh__cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unary_funcs_tanh_cpu, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unbind_noncontiguous_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_unbind_noncontiguous_cpu_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_view_cpu_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_view_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_view_inference_mode_interaction_cpu_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCPU::test_view_inference_mode_interaction_cpu_float64, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_abs_backward_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_backward_add_strided_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_backward_for_add_op_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_backward_for_sub_op_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_backward_sub_strided_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_dropout_backward_jagged_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_dropout_backward_strided_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_gelu_backward_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_indexing_backward_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_5d_size_128_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_edge_case_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_size_1023_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_size_1024_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_size_128_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_size_2_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_size_4_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_layer_norm_backward_size_512_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_bmm_gradcheck_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_from_padded_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_generates_leaf_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_linear_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_linear_plus_transpose_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_reshape_backward_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_reshape_gradcheck_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_softmax_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_squeeze_gradcheck_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_nested_tensor_to_padded_tensor_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_relu_backward_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_selu_backward_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_split_with_sizes_flow_through_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_to_buffer_series_ops_grad_with_broadcast_cpu, test/test_nestedtensor.py::TestNestedTensorAutogradCPU::test_values_grad_with_broadcast_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_apply__cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_False_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_False_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_autograd_function_with_None_grad_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_binary_pointwise_broadcasting_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_binary_pointwise_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_binary_pointwise_with_nested_int_second_arg_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_compile_padded_dense_conversion_preserves_metadata_cache_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_compile_preserves_metadata_cache_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_compile_with_dynamic_max_seq_len_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_compile_with_dynamic_min_seq_len_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_composite_op_with_custom_mode_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_construction_from_list_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_device_dtype_transfer_updates_offsets_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_dummy_mha_with_nt_use_legacy_api_False_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_dummy_mha_with_nt_use_legacy_api_True_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_flatten_decomp_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_flex_attention_noncontig_with_holes_False_cross_attention_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_flex_attention_noncontig_with_holes_True_cross_attention_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_flex_attention_noncontig_with_holes_True_cross_attention_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_index_put_error_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_is_contiguous_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_layout_construction_as_nested_tensor_components_require_grad_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_layout_construction_nested_tensor_requires_grad_True_components_require_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_op_different_output_shape_dim_mean_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_op_different_output_shape_dim_mean_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_op_different_output_shape_dim_sum_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_op_different_output_shape_dim_sum_keepdim_True_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_padded_dense_conversion_kernels_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_layer_norm_operate_on_batch_dim_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_layer_norm_operate_on_batch_dim_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_layer_norm_reduce_ragged_idx_1_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_layer_norm_reduce_ragged_idx_1_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_layer_norm_with_lengths_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_layout_under_torch_dispatch_mode_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_like_value_rand_like_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_linear_nt_dim_3_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_linear_nt_dim_4_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_linear_nt_dim_5_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_narrow_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_nested_tensor_activation_checkpoint_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_nested_tensor_from_jagged_fx_trace_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_nested_tensor_from_jagged_pass_min_max_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_nested_tensor_from_jagged_pass_min_max_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_noncontiguous_pointwise_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_noncontiguous_to_noncontig_with_holes_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_noncontiguous_to_noncontig_with_holes_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_1_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_mean_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_mean_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_sum_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_op_dim_with_lengths_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_permute_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_autocast_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_backwards_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_compile_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_flop_counter_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_with_constant_sequence_length_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_with_constant_sequence_length_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_with_packed_in_proj_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sdpa_with_packed_in_proj_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_reduce_ragged_idx_1_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_reduce_ragged_idx_1_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_reduce_ragged_idx_1_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_1_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_2_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_2_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_requires_grad_False_components_require_grad_False_log_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_requires_grad_True_components_require_grad_False_log_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_requires_grad_True_components_require_grad_False_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_requires_grad_True_components_require_grad_True_log_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_with_lengths_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_dim_with_lengths_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_reduce_batch_dim_requires_grad_False_components_require_grad_False_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_reduce_batch_dim_requires_grad_False_components_require_grad_True_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_reduce_batch_dim_requires_grad_True_components_require_grad_False_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_reduce_batch_dim_requires_grad_True_components_require_grad_True_log_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_softmax_reduce_batch_dim_requires_grad_True_components_require_grad_True_softmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_specialize_dynamic_shape_recompile_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_squeeze_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_batch_and_non_batch_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_batch_and_non_batch_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_batch_and_non_batch_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_batch_and_non_batch_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_batch_and_non_batch_keepdim_True_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_batch_and_non_batch_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_ragged_and_non_batch_keepdim_False_requires_grad_False_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_ragged_and_non_batch_keepdim_False_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_ragged_and_non_batch_keepdim_False_requires_grad_True_components_require_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_ragged_and_non_batch_keepdim_False_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_ragged_and_non_batch_keepdim_True_requires_grad_False_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_sum_dim_reduce_ragged_and_non_batch_keepdim_True_requires_grad_True_components_require_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_dtype_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_2_requires_grad_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_2_requires_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_2_requires_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_2_requires_grad_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_3_requires_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_3_requires_grad_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_3_requires_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_4_requires_grad_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_4_requires_grad_False_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_4_requires_grad_False_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_4_requires_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_compile_nt_dim_4_requires_grad_True_cpu_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_2_requires_grad_False_cpu_bool, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_2_requires_grad_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_2_requires_grad_True_cpu_bool, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_2_requires_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_2_requires_grad_True_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_3_requires_grad_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_3_requires_grad_True_cpu_bool, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_3_requires_grad_True_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_to_padded_tensor_nt_dim_4_requires_grad_False_cpu_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_unary_pointwise_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_unbind_backward_cpu_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_unbind_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_unbind_lengths_ragged_idx_0_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_unbind_transpose_ragged_idx_3_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_unbind_transpose_ragged_idx_last_dim_cpu, test/test_nestedtensor.py::TestNestedTensorSubclassCPU::test_view_ragged_idx_not_one_cpu, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward___radd___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward___rdiv___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward___rmod___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward___rmul___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward___rpow___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_add_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_amax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_amin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_angle_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_asin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_atan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_bfloat16_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_ceil_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_cfloat_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_chalf_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_clamp_max_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_clamp_min_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_complex_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_conj_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_copysign_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_div_no_rounding_mode_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_erf_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_erfc_cpu_float32, 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test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_logaddexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_masked_prod_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_masked_std_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_masked_sum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_masked_var_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_max_reduction_with_dim_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_min_binary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_minimum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_mul_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_narrow_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_celu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_hardtanh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_linear_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_logsigmoid_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_prelu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_relu6_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_relu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_softplus_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_softshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_tanhshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_nn_functional_threshold_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_polygamma_polygamma_n_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_polygamma_polygamma_n_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_polygamma_polygamma_n_2_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_polygamma_polygamma_n_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_polygamma_polygamma_n_4_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_positive_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_rad2deg_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_real_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_reciprocal_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_remainder_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_round_decimals_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_round_decimals_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_rsqrt_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_sgn_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_sigmoid_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_sin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_special_erfcx_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_special_i1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_special_i1e_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_special_ndtr_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_special_ndtri_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_special_xlog1py_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_square_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_squeeze_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_std_unbiased_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_sum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_tan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_where_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_backward_xlogy_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward___rmod___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward___rpow___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward___rsub___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_abs_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_acos_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_add_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_amax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_angle_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_asin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_atan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_bfloat16_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_bmm_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_ceil_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_chalf_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_clamp_max_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_clamp_min_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_clone_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_complex_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_conj_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_cosh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_digamma_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_div_no_rounding_mode_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_div_trunc_rounding_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_erfinv_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_frac_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_hypot_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_i0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_ldexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_lgamma_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_amin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_logsumexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_mean_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_prod_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_select_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_std_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_sum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_masked_var_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_max_binary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_max_reduction_with_dim_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_maximum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_min_binary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_min_reduction_with_dim_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_minimum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_mul_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nanmean_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_narrow_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_neg_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_embedding_bag_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_embedding_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_hardshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_mish_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_prelu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_rms_norm_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_rrelu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_selu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_silu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_tanhshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_nn_functional_threshold_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_polar_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_polygamma_polygamma_n_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_polygamma_polygamma_n_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_pow_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_prod_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_reciprocal_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_round_decimals_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_select_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_sigmoid_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_sin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_special_i1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_special_log_ndtr_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_special_xlog1py_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_split_with_sizes_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_sqrt_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_squeeze_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_std_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_sub_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_tan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_tanh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_true_divide_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_where_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_backward_xlogy_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward___rmod___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward___rmul___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward___rpow___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward___rsub___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_abs_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_amin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_angle_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_any_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_argmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_argmin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_asin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_atan2_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_bool_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_cdouble_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_ceil_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_cfloat_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_char_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_conj_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_cosh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_deg2rad_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_digamma_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_div_floor_rounding_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_double_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_erf_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_erfc_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_erfinv_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_float_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_float_power_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_floor_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_floor_divide_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_fmod_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_frac_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_frexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_ge_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_gt_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_half_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_hash_tensor_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_hypot_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_i0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_igammac_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_index_put_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_isclose_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_isnan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_isneginf_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_jiterator_binary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_jiterator_binary_return_by_ref_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_le_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_linalg_vector_norm_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_log10_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_log_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_logical_and_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_logical_not_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_logical_or_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_logit_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_lt_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_masked_amax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_masked_argmin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_max_reduction_with_dim_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_min_binary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_mul_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nan_to_num_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_ne_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_hardshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_linear_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_logsigmoid_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_prelu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_relu6_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_rms_norm_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_rrelu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_selu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_silu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_softshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_nn_functional_softsign_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_polar_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_polygamma_polygamma_n_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_polygamma_polygamma_n_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_polygamma_polygamma_n_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_pow_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_rad2deg_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_real_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_round_decimals_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_round_decimals_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_round_decimals_neg_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_rsub_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_sgn_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_short_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_sigmoid_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_sign_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_sinc_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_sinh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_airy_ai_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_bessel_y0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_bessel_y1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_chebyshev_polynomial_t_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_chebyshev_polynomial_v_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_chebyshev_polynomial_w_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_entr_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_erfcx_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_hermite_polynomial_he_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_legendre_polynomial_p_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_modified_bessel_k1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_ndtr_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_shifted_chebyshev_polynomial_t_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_shifted_chebyshev_polynomial_w_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_spherical_bessel_j0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_special_zeta_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_split_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_squeeze_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_std_unbiased_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_sub_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_tan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_tanh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_true_divide_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_trunc_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_compile_forward_xlogy_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward___radd___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward___rdiv___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward___rmul___cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_acos_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_acosh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_add_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_all_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_amin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_argmin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_asinh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_atan2_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_bool_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_byte_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_cdouble_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_cfloat_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_char_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_chunk_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_clamp_min_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_conj_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_cos_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_cosh_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_count_nonzero_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_digamma_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_div_trunc_rounding_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_eq_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_erfc_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_erfinv_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_exp2_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_fill_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_float_power_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_floor_divide_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_fmin_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_frexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_heaviside_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_i0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_igamma_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_igammac_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_isfinite_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_isnan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_isposinf_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_jiterator_binary_return_by_ref_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_jiterator_unary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_ldexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_log1p_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_logical_xor_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_long_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_lt_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_masked_argmax_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_masked_logsumexp_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_masked_norm_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_masked_select_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_masked_std_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_masked_sum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_matmul_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_max_reduction_with_dim_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_maximum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_mean_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_min_binary_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_minimum_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nan_to_num_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nextafter_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_celu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_elu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_hardshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_prelu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_relu6_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_rms_norm_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_selu_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_softsign_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_tanhshrink_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_nn_functional_threshold_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_polar_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_polygamma_polygamma_n_1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_polygamma_polygamma_n_2_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_polygamma_polygamma_n_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_polygamma_polygamma_n_4_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_pow_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_prod_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_rad2deg_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_reciprocal_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_round_decimals_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_round_decimals_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_round_decimals_neg_3_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_sgn_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_sign_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_signbit_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_airy_ai_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_bessel_j0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_chebyshev_polynomial_t_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_chebyshev_polynomial_u_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_chebyshev_polynomial_v_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_entr_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_erfcx_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_hermite_polynomial_h_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_hermite_polynomial_he_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_i1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_legendre_polynomial_p_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_modified_bessel_i0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_modified_bessel_i1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_modified_bessel_k0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_modified_bessel_k1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_scaled_modified_bessel_k0_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_special_scaled_modified_bessel_k1_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_split_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_sqrt_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_std_unbiased_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_sub_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_tan_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_to_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_true_divide_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_trunc_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_unflatten_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_unsqueeze_cpu_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCPU::test_forward_xlogy_cpu_float32 2025-09-07T06:57:58.7579630Z 2025-09-07T06:58:00.8331950Z Running inductor/test_triton_extension_backend 1/1 ... [2025-09-07 06:58:00.832963] 2025-09-07T06:58:00.8332840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:00.8335070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:00.833255] 2025-09-07T06:58:03.6669740Z 2025-09-07T06:58:03.6670730Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_92d0b8e35256f9f5_.log 2025-09-07T06:58:03.6671280Z 2025-09-07T06:58:05.6141060Z Running test_autoload 1/1 ... [2025-09-07 06:58:05.613885] 2025-09-07T06:58:05.6141380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:05.6146000Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_autoload.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:05.614451] 2025-09-07T06:58:07.7103550Z 2025-09-07T06:58:07.7104350Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_4bbc449f91744edb_.log 2025-09-07T06:58:07.7106290Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload 2025-09-07T06:58:07.7106600Z 2025-09-07T06:58:09.7746700Z Running dynamo/test_deque_reconstruct 1/1 ... [2025-09-07 06:58:09.774452] 2025-09-07T06:58:09.7747560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:09.7749740Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_deque_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:09.774776] 2025-09-07T06:58:11.9618190Z 2025-09-07T06:58:11.9618820Z dynamo/test_deque_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deque_reconstruct_1.1_47b4f50ead69d8c9_.log 2025-09-07T06:58:11.9621050Z Running 3 items in this shard: test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_in_globals, test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_not_in_globals, test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_shallows_globals 2025-09-07T06:58:11.9621950Z 2025-09-07T06:58:13.9244950Z Running test_utils_config_module 1/1 ... [2025-09-07 06:58:13.924322] 2025-09-07T06:58:13.9245280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:13.9246820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:13.924581] 2025-09-07T06:58:15.9630170Z 2025-09-07T06:58:15.9631190Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_2a126d43f26e86c3_.log 2025-09-07T06:58:15.9637020Z Running 22 items in this shard: test/test_utils_config_module.py::TestConfigModule::test_alias, test/test_utils_config_module.py::TestConfigModule::test_bad_jk_type, test/test_utils_config_module.py::TestConfigModule::test_base_value_loading, test/test_utils_config_module.py::TestConfigModule::test_codegen_config, test/test_utils_config_module.py::TestConfigModule::test_codegen_config_function, test/test_utils_config_module.py::TestConfigModule::test_dict_copy_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_string_semantics, test/test_utils_config_module.py::TestConfigModule::test_get_hash, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_float, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_int, test/test_utils_config_module.py::TestConfigModule::test_make_closur_patcher, test/test_utils_config_module.py::TestConfigModule::test_multi_env, test/test_utils_config_module.py::TestConfigModule::test_none_override_semantics, test/test_utils_config_module.py::TestConfigModule::test_overrides, test/test_utils_config_module.py::TestConfigModule::test_patch, test/test_utils_config_module.py::TestConfigModule::test_reference_is_default, test/test_utils_config_module.py::TestConfigModule::test_reference_semantics, test/test_utils_config_module.py::TestConfigModule::test_save_config, test/test_utils_config_module.py::TestConfigModule::test_save_config_portable, test/test_utils_config_module.py::TestConfigModule::test_type_loading, test/test_utils_config_module.py::TestConfigModule::test_unittest_patch 2025-09-07T06:58:15.9641270Z 2025-09-07T06:58:17.9409200Z Running test_mkl_verbose 1/1 ... [2025-09-07 06:58:17.940755] 2025-09-07T06:58:17.9409510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:17.9411390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:17.941033] 2025-09-07T06:58:21.7472520Z 2025-09-07T06:58:21.7474030Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_41d464a7c8017169_.log 2025-09-07T06:58:21.7475390Z Running 2 items in this shard: test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_off, test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_on 2025-09-07T06:58:21.7475850Z 2025-09-07T06:58:23.7452470Z Running export/test_unflatten_training_ir 1/1 ... [2025-09-07 06:58:23.745029] 2025-09-07T06:58:23.7453340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:23.7455540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:23.745338] 2025-09-07T06:58:31.8119870Z 2025-09-07T06:58:31.8120880Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_715a206a4edc0ce4_.log 2025-09-07T06:58:31.8131040Z Running 28 items in this shard: test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_assert_tensor_metadata_stack_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_attr_as_submod_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_dedup_sym_size_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_double_nested_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_duplicate_placeholder_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_fx_trace_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_nested_leaf_non_strict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_simple_alias_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_buffer_mutation_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_obj_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_tensor_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_container_type_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_eager_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_empty_branch_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_access_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_none_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_param_list_dict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_signature_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_with_unused_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_requires_grad_param_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_shared_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_skipped_call_module_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_submodule_ordering_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_with_inplace_compile_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_wrong_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflattened_module_nodes_has_meta_val_training_ir 2025-09-07T06:58:31.8140280Z 2025-09-07T06:58:33.8489140Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-09-07 06:58:33.848658] 2025-09-07T06:58:33.8490000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:33.8492200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:33.848964] 2025-09-07T06:58:36.1869910Z 2025-09-07T06:58:36.1872370Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_f1337730d8018cda_.log 2025-09-07T06:58:36.1873820Z Running 3 items in this shard: test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_aoti_driver_header, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_basic_declaration, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_cross_platform 2025-09-07T06:58:36.1874680Z 2025-09-07T06:58:38.1657060Z Running inductor/test_external_callables 1/1 ... [2025-09-07 06:58:38.165543] 2025-09-07T06:58:38.1657420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:38.1659270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:38.165815] 2025-09-07T06:58:42.1655370Z 2025-09-07T06:58:42.1656120Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_f7dbb99b5f64c49c_.log 2025-09-07T06:58:42.1658330Z Running 3 items in this shard: test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cpu, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cuda, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_dup 2025-09-07T06:58:42.1659160Z 2025-09-07T06:58:44.2165360Z Running inductor/test_remote_cache 1/1 ... [2025-09-07 06:58:44.216344] 2025-09-07T06:58:44.2166160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:44.2168340Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_remote_cache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:44.216599] 2025-09-07T06:58:46.2494760Z 2025-09-07T06:58:46.2495610Z inductor/test_remote_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_remote_cache_1.1_a6ab99d530adcc02_.log 2025-09-07T06:58:46.2497380Z Running 3 items in this shard: test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_logging, test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_no_sample, test/inductor/test_remote_cache.py::TestRemoteCache::test_normal_logging 2025-09-07T06:58:46.2498080Z 2025-09-07T06:58:48.3147380Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2025-09-07 06:58:48.314512] 2025-09-07T06:58:48.3148280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:48.3150550Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:48.314806] 2025-09-07T06:58:54.8066340Z 2025-09-07T06:58:54.8068080Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_719b22cf457888ce_.log 2025-09-07T06:58:54.8177900Z Running 416 items in this shard: test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_assume_static_by_default_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_not_in_range_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_maxsize_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_unbacked_dim1_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_no_grad_param_inplace_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test__scaled_dot_product_flash_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_additional_inputs_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_allow_explicit_guards_as_runtime_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_args_type_checked_strict, test/export/test_export_strict.py::StrictExportTestExport::test_aten_lift_fresh_copy_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attr_assignment_extra_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_constrain_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_constant_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_linear_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_simple_equality_strict, test/export/test_export_strict.py::StrictExportTestExport::test_baddbmm_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_fake_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_buffer_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_torch_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_wrong_strict, test/export/test_export_strict.py::StrictExportTestExport::test_ccode_python_mod_strict, test/export/test_export_strict.py::StrictExportTestExport::test_check_specialized_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_checks_to_constrain_range_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cleanup_dynamic_markers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colin_unbacked_backed_vr_sub_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colon_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_compiling_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_access_identical_symint_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_constant_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_same_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_contains_unbacked_no_escape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_int_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_input_naming_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_no_user_inp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_dup_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_requires_grad_const_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_decomp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_in_eager_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_constrain_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_various_cases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_conv_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_crop_like_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cse_for_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_warn_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_preserve_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_tag_metadata_re_export_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_batch_norm_functional_predispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_after_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_before_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_default_decomposition_core_cia_ops_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_integer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_detect_leak_nonstrict_strict, test/export/test_export_strict.py::StrictExportTestExport::test_detect_leak_nonstrict_with_stacktrace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_detect_leak_strict_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_gpu_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_float_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_auto_and_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_divisibility_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_range_violations_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_ok_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_into_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_reduce_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_to_all_single_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_reduce_scatter_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dont_duck_size_for_auto_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_double_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_list_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_with_nan_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_fake_kernel_inference_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_infers_fake_kernel_strict, test/export/test_export_strict.py::StrictExportTestExport::test_duplicate_modules_with_non_persistent_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_lr_shift_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_export_decomps_simple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_dynamo_config_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_run_decomp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_container_type_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_state_dict_hooks_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_default_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_keyword_only_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_pytree_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_keyword_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_keyword_pytree_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_postional_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_function_schema_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_graph_with_no_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_input_mutation_bug_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_input_mutation_dynamic_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_input_mutation_static_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_linear_preserve_dynamic_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_max_nonstrict_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_max_onnx_reported_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_mod_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_preserve_linear_at_aot_level_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_preserve_linear_but_not_custom_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_scan_pytree_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_script_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_statically_known_true_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_then_compile_tensor_ctor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_autocast_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_fake_tensor_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_inline_constraints_complex_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_set_grad_enabled_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_wrong_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_external_call_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fake_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fake_weights_strict, test/export/test_export_strict.py::StrictExportTestExport::test_filter_traceback_frames_strict, test/export/test_export_strict.py::StrictExportTestExport::test_float_conversion_from_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_float_conversion_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fqn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_from_node_metadata_export_strict, test/export/test_export_strict.py::StrictExportTestExport::test_full_on_scalar_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_function_holding_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_hints_wrapper_strict, test/export/test_export_strict.py::StrictExportTestExport::test_hoo_inline_users_issue_strict, test/export/test_export_strict.py::StrictExportTestExport::test_if_functional_strict, test/export/test_export_strict.py::StrictExportTestExport::test_if_post_autograd_op_preserved_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_class_method_recursive_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_class_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_int_shape_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_intermediate_shape_comp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_exporting_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_non_negative_check_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_nonzero_strict, test/export/test_export_strict.py::StrictExportTestExport::test_isnonzero_strict, test/export/test_export_strict.py::StrictExportTestExport::test_issue_113041_strict, test/export/test_export_strict.py::StrictExportTestExport::test_issue_157289_strict, test/export/test_export_strict.py::StrictExportTestExport::test_istft_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_invalid_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_linear_convd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_kwarg_dynamic_shapes_diff_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_kwargs_reorder_strict, test/export/test_export_strict.py::StrictExportTestExport::test_layer_norm_unbacked_normalized_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_layer_sharing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_lazy_module_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_linear_conv_strict, test/export/test_export_strict.py::StrictExportTestExport::test_malformed_fqn_from_source_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_map_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_map_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mask_nonzero_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_masked_select_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_math_pow_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mismatched_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mixed_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_dict_key_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_input_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_list_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_with_dict_container_inp_out_strict, test/export/test_export_strict.py::StrictExportTestExport::test_modules_access_for_deleted_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_more_multidimensional_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multidimensional_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multinomial_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multiple_definitions_same_name_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_dynamic_shapes_spec_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_constant_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_init_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_check_is_size_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_persistent_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_strict_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_none_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonstrict_retrace_preserves_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_not_registered_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_operator_aten_tensor_mode_variant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_output_node_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pad_sequence_strict, test/export/test_export_strict.py::StrictExportTestExport::test_param_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_partial_patched_forward_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_variadic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_update_preserving_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_grad_wrappers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_module_call_signature_unflatten_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_requires_grad_placeholders_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_profiling_code_strict, test/export/test_export_strict.py::StrictExportTestExport::test_python_asserts_with_sym_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_nested_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_range_constraints_with_replacement_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_alias_dtype_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_bool_cast_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_for_max_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_size_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_assert_max_upper_bound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_register_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_repeat_interleave_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replace_unbacked_with_very_large_upperbound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replaced_unbacked_bindings_strict, test/export/test_export_strict.py::StrictExportTestExport::test_reshape_view_helper_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retracable_ep_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retrace_pre_autograd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decomposition_supports_user_input_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prm_str_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_with_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sdpa_gqa_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sequential_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_example_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_as_side_effect_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_empty_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_setgrad_lifted_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_shared_submodule_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_export_for_training_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_unbacked_view_strict, test/export/test_export_strict.py::StrictExportTestExport::test_size_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_slice_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_solver_unsupported_sympy_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_specialize_derived_dim_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_split_const_gm_with_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_make_fx_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_primitives_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_shape_attribute_assignment_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_tensors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_static_dim_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_complicated_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_non_negative_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_regular_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_new_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_float_operators_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_or_sym_and_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_sqrt_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symbool_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symfloat_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_additional_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_shapes_collection_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_tensor_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_attribute_zero_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_aten_to_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_with_wrapped_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tolist_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_check_eq_commutativity_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_fn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_trace_under_fake_strict, test/export/test_export_strict.py::StrictExportTestExport::test_train_eval_on_exported_preautograd_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_3d_matmul_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bindings_for_divisible_u_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_deferred_runtime_retrace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_expand_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_infer_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_kth_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_linear_layer_norm_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_noncontig_lin_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_pad_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_scalar_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_passthrough_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_unsqueeze_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_buffer_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_isinstance_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_no_unroll_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_buf_8_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_9_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_aliases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_use_embedding_twice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_user_input_and_buffer_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_vmap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_assert_separation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_index_assertions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_simple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_tensor_constant_idx_strict, test/export/test_export_strict.py::StrictExportTestExport::test_wrapper_module_strict 2025-09-07T06:58:54.8283310Z 2025-09-07T06:58:56.8904680Z Running inductor/test_ck_backend 1/1 ... [2025-09-07 06:58:56.890254] 2025-09-07T06:58:56.8905460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:58:56.8907650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:58:56.890530] 2025-09-07T06:58:59.7160270Z 2025-09-07T06:58:59.7160840Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_49e304a0b8f14372_.log 2025-09-07T06:58:59.7161310Z 2025-09-07T06:59:02.0391550Z Running inductor/test_best_config 1/1 ... [2025-09-07 06:59:02.038954] 2025-09-07T06:59:02.0392360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:02.0394520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_best_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:02.039221] 2025-09-07T06:59:04.8476140Z 2025-09-07T06:59:04.8477820Z inductor/test_best_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_best_config_1.1_d187fff600291ac0_.log 2025-09-07T06:59:04.8479080Z 2025-09-07T06:59:07.2302340Z Running inductor/test_triton_wrapper 1/1 ... [2025-09-07 06:59:07.230018] 2025-09-07T06:59:07.2303160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:07.2305350Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_triton_wrapper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:07.230317] 2025-09-07T06:59:10.0902000Z 2025-09-07T06:59:10.0902610Z inductor/test_triton_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_wrapper_1.1_70ad9a7b81ea7532_.log 2025-09-07T06:59:10.0903590Z 2025-09-07T06:59:12.2010010Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2025-09-07 06:59:12.200796] 2025-09-07T06:59:12.2010910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:12.2013150Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:12.201053] 2025-09-07T06:59:15.1136450Z 2025-09-07T06:59:15.1137090Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_073751d12b76c6ab_.log 2025-09-07T06:59:15.1137610Z 2025-09-07T06:59:17.2080460Z Running inductor/test_autoheuristic 1/1 ... [2025-09-07 06:59:17.207849] 2025-09-07T06:59:17.2081310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:17.2083470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_autoheuristic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:17.208105] 2025-09-07T06:59:20.0534800Z 2025-09-07T06:59:20.0535670Z inductor/test_autoheuristic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_autoheuristic_1.1_40fa55ab1df8f431_.log 2025-09-07T06:59:20.0536160Z 2025-09-07T06:59:22.2595170Z Running inductor/test_subgraph_choice 1/1 ... [2025-09-07 06:59:22.259309] 2025-09-07T06:59:22.2596590Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:22.2598790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:22.259609] 2025-09-07T06:59:25.0504350Z 2025-09-07T06:59:25.0505320Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_2744cc95ca51eefa_.log 2025-09-07T06:59:27.1728910Z 2025-09-07T06:59:27.1729940Z Running inductor/test_cpu_cpp_wrapper 1/1 ... [2025-09-07 06:59:27.172762] 2025-09-07T06:59:27.1732340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:27.1734570Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cpu_cpp_wrapper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:27.173168] 2025-09-07T06:59:30.4180490Z 2025-09-07T06:59:30.4181590Z inductor/test_cpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_cpp_wrapper_1.1_e5f22ed462b6846d_.log 2025-09-07T06:59:30.4182080Z 2025-09-07T06:59:32.5410250Z Running export/test_passes 1/1 ... [2025-09-07 06:59:32.540823] 2025-09-07T06:59:32.5410990Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:32.5413080Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:32.541096] 2025-09-07T06:59:45.2641370Z 2025-09-07T06:59:45.2641970Z export/test_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_passes_1.1_1266d178d95e1eb1_.log 2025-09-07T06:59:45.2655340Z Running 28 items in this shard: test/export/test_passes.py::TestPasses::test_constant_folding_pass, test/export/test_passes.py::TestPasses::test_custom_obj_tuple_out, test/export/test_passes.py::TestPasses::test_fakify_script_objects, test/export/test_passes.py::TestPasses::test_fakify_script_objects_properly_handle_containers, test/export/test_passes.py::TestPasses::test_functionalization_with_view_copy, test/export/test_passes.py::TestPasses::test_inline_, test/export/test_passes.py::TestPasses::test_math_ops, test/export/test_passes.py::TestPasses::test_move_device_example_inputs, test/export/test_passes.py::TestPasses::test_move_device_submod, test/export/test_passes.py::TestPasses::test_move_device_to, test/export/test_passes.py::TestPasses::test_move_to_device_pass, test/export/test_passes.py::TestPasses::test_predispatch_autocast, test/export/test_passes.py::TestPasses::test_predispatch_autocast_and_set_grad, test/export/test_passes.py::TestPasses::test_predispatch_set_grad, test/export/test_passes.py::TestPasses::test_remove_auto_functionalized_pass, test/export/test_passes.py::TestPasses::test_remove_auto_functionalized_pass_tuple, test/export/test_passes.py::TestPasses::test_remove_effect_token_kwargs, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_cond, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_item, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_nonzero, test/export/test_passes.py::TestPasses::test_runtime_assert_multiple_dims, test/export/test_passes.py::TestPasses::test_runtime_assert_one_dim, test/export/test_passes.py::TestPasses::test_runtime_assert_some_dims_not_specified, test/export/test_passes.py::TestPasses::test_runtime_assert_some_inps_not_used, test/export/test_passes.py::TestPasses::test_sequential_split, test/export/test_passes.py::TestPasses::test_sequential_split_graph, test/export/test_passes.py::TestPasses::test_view_to_view_copy, test/export/test_passes.py::TestPasses::test_views_op_having_view_copy 2025-09-07T06:59:45.2660510Z 2025-09-07T06:59:45.3244140Z 2025-09-07T06:59:45.3245820Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_98a80c1edc61417f_.log 2025-09-07T06:59:45.3528050Z Running 832 items in this shard: test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_assume_static_by_default_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_inline_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_maxsize_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_unbacked_dim1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_no_grad_param_inplace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_retraceability_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_inline_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_maxsize_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_no_grad_param_inplace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportTestExport::test__scaled_dot_product_flash_attention_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_additional_inputs_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_args_type_checked_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_aten_lift_fresh_copy_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_attention_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_attr_assignment_extra_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_constrain_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_baddbmm_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_fake_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_real_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_bincount_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_buffer_util_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_constructor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_constructor_torch_ir_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_wrong_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_ccode_python_mod_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_check_specialized_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_checks_to_constrain_range_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cleanup_dynamic_markers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_colin_unbacked_backed_vr_sub_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_colon_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_compiling_state_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_access_identical_symint_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_branches_return_constant_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_branches_return_same_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_contains_unbacked_no_escape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_int_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_aliasing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_input_naming_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_no_user_inp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_dup_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_requires_grad_const_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_return_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_with_non_functional_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_with_non_functional_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_in_eager_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_constrain_value_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_various_cases_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_conv_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_crop_like_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cse_for_symint_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_preserve_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_tag_metadata_re_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_default_decomposition_core_cia_ops_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_1_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_integer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_repeat_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_detect_leak_nonstrict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_detect_leak_nonstrict_with_stacktrace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_detect_leak_strict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_gpu_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_float_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_static_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_1_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_auto_and_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_divisibility_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_hint_range_violations_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_hint_ranges_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_ok_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_gather_into_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_gather_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_reduce_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_to_all_single_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_reduce_scatter_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_double_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_aliasing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_list_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_with_nan_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_infers_fake_kernel_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_lr_shift_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_bounds_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_dataclass_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_inferred_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_generic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_various_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_sym_round_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_ends_of_bounds_oblivious_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_error_does_not_reference_eager_fallback_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_error_when_passing_mutating_primitive_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_exception_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_expand_copy_export_handles_implicit_true_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_api_with_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_as_backend_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_lifted_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_symbol_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_symbol_scandim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_aten_to_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_aten_to_unflatten_subclass_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_symbool_pred_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_warns_constant_pred_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_basic_pop_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_container_methods_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_op_lib_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_triton_kernel_mutable_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_triton_kernel_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cyclic_reference_leak_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_dynamo_config_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_run_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_container_type_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_state_dict_hooks_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_default_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_keyword_only_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_pytree_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_postional_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_function_schema_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_graph_with_no_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_bug_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_dynamic_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_static_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_linear_preserve_dynamic_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_max_nonstrict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_max_onnx_reported_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_mod_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_at_aot_level_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_scan_pytree_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_script_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_statically_known_true_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_then_compile_tensor_ctor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_autocast_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_complex_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_set_grad_enabled_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_wrong_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_external_call_non_strict_real_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_weights_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_filter_traceback_frames_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_from_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fqn_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_from_node_metadata_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_full_on_scalar_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_function_holding_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_hints_wrapper_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_hoo_inline_users_issue_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_if_functional_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_if_post_autograd_op_preserved_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_class_method_recursive_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_class_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_int_shape_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_intermediate_shape_comp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_exporting_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_non_negative_check_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_nonzero_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_isnonzero_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_113041_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_157289_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_istft_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_invalid_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_kwarg_dynamic_shapes_diff_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_kwargs_reorder_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_layer_norm_unbacked_normalized_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_layer_sharing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_lazy_module_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_linear_conv_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_malformed_fqn_from_source_name_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_map_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_map_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mask_nonzero_static_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_masked_select_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_math_pow_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mismatched_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mixed_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_dict_key_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_input_subclasses_parameterization_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_list_slice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_with_dict_container_inp_out_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_modules_access_for_deleted_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_more_multidimensional_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multidimensional_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multinomial_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multiple_definitions_same_name_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_dynamic_shapes_spec_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_constant_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_init_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_shared_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_check_is_size_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_3_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_persistent_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_none_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_not_registered_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_operator_aten_tensor_mode_variant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_output_node_name_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pad_sequence_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_param_util_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_partial_patched_forward_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_order_variadic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_update_preserving_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_cond_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_grad_wrappers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_requires_grad_placeholders_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_profiling_code_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_python_asserts_with_sym_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_data_class_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_nested_data_class_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_range_constraints_with_replacement_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_bool_cast_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_for_max_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_size_mismatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_assert_max_upper_bound_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_register_constant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_repeat_interleave_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_replace_unbacked_with_very_large_upperbound_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_replaced_unbacked_bindings_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_reshape_view_helper_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_retracable_ep_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_retrace_pre_autograd_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decompositions_keep_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prm_str_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_with_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sdpa_gqa_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sequential_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_example_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_as_side_effect_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_empty_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_setgrad_lifted_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_shared_submodule_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_export_for_training_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_unbacked_view_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_size_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_slice_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_solver_unsupported_sympy_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_specialize_derived_dim_roots_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_split_const_gm_with_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_stack_trace_make_fx_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_stack_trace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_primitives_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_shape_attribute_assignment_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_tensors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_static_dim_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_complicated_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_const_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclasses_parameterization_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclasses_parameterization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggest_torch_checks_with_non_negative_check_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggest_torch_checks_with_regular_check_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_new_roots_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_float_operators_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_or_sym_and_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_sqrt_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symbool_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symfloat_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_additional_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_ranges_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_shapes_collection_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_tensor_return_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_attribute_zero_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_aten_to_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_with_wrapped_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tolist_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_check_eq_commutativity_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_fn_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_trace_under_fake_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_train_eval_on_exported_preautograd_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_3d_matmul_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bincount_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_deferred_runtime_retrace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_expand_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_infer_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_kth_value_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_linear_layer_norm_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_noncontig_lin_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_pad_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_scalar_constructor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_slice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_passthrough_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_unsqueeze_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_buffer_update_child2parent_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_isinstance_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_state_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_no_unroll_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_placeholder_update_child2parent_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_5_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_6_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_buf_8_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_preserving_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_aliases_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_constant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_use_embedding_twice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_user_input_and_buffer_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_vmap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_assert_separation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_index_assertions_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_tensor_constant_idx_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_wrapper_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test__scaled_dot_product_flash_attention_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_additional_inputs_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_args_type_checked_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_aten_lift_fresh_copy_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attention_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attr_assignment_extra_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_constrain_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_baddbmm_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_fake_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_real_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_bincount_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_buffer_util_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_constructor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_constructor_torch_ir_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_wrong_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_ccode_python_mod_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_check_specialized_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_checks_to_constrain_range_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cleanup_dynamic_markers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colin_unbacked_backed_vr_sub_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colon_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_compiling_state_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_access_identical_symint_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_branches_return_constant_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_branches_return_same_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_int_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_aliasing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_input_naming_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_no_user_inp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_dup_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_requires_grad_const_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_return_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_with_non_functional_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_with_non_functional_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_in_eager_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_constrain_value_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_various_cases_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_conv_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_crop_like_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cse_for_symint_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_preserve_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_tag_metadata_re_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_default_decomposition_core_cia_ops_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_1_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_integer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_repeat_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_detect_leak_nonstrict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_detect_leak_nonstrict_with_stacktrace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_detect_leak_strict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_gpu_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_float_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_static_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_1_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_auto_and_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_divisibility_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_hint_range_violations_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_hint_ranges_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_ok_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_gather_into_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_gather_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_reduce_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_to_all_single_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_reduce_scatter_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_double_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_aliasing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_list_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_infers_fake_kernel_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_lr_shift_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_bounds_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_dataclass_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_inferred_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_various_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_sym_round_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_ends_of_bounds_oblivious_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_exception_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_expand_copy_export_handles_implicit_true_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_api_with_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_as_backend_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_lifted_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_symbol_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_symbol_scandim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_aten_to_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_symbool_pred_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_warns_constant_pred_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_op_lib_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_triton_kernel_mutable_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_triton_kernel_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cyclic_reference_leak_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_dynamo_config_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_run_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_container_type_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_default_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_keyword_only_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_pytree_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_postional_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_function_schema_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_graph_with_no_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_bug_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_static_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_max_nonstrict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_max_onnx_reported_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_mod_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_scan_pytree_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_script_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_statically_known_true_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_then_compile_tensor_ctor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_autocast_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_complex_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_set_grad_enabled_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_wrong_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_external_call_non_strict_real_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_weights_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_filter_traceback_frames_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_from_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fqn_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_from_node_metadata_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_full_on_scalar_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_function_holding_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hints_wrapper_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hoo_inline_users_issue_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_functional_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_post_autograd_op_preserved_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_class_method_recursive_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_class_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_int_shape_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_intermediate_shape_comp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_exporting_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_non_negative_check_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_nonzero_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_isnonzero_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_113041_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_157289_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_istft_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_invalid_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwarg_dynamic_shapes_diff_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwargs_reorder_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_layer_norm_unbacked_normalized_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_layer_sharing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lazy_module_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_linear_conv_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_malformed_fqn_from_source_name_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mask_nonzero_static_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_masked_select_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_math_pow_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mismatched_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mixed_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_dict_key_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_input_subclasses_parameterization_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_list_slice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_with_dict_container_inp_out_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_modules_access_for_deleted_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_more_multidimensional_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multidimensional_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multinomial_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multiple_definitions_same_name_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_dynamic_shapes_spec_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_constant_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_init_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_shared_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_check_is_size_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_3_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_persistent_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_none_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_not_registered_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_operator_aten_tensor_mode_variant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_output_node_name_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pad_sequence_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_param_util_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_partial_patched_forward_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_order_variadic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_update_preserving_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_cond_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_grad_wrappers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_requires_grad_placeholders_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_profiling_code_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_python_asserts_with_sym_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_data_class_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_nested_data_class_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_range_constraints_with_replacement_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_bool_cast_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_for_max_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_size_mismatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_assert_max_upper_bound_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_register_constant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_repeat_interleave_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_replaced_unbacked_bindings_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_reshape_view_helper_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retracable_ep_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retrace_pre_autograd_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decompositions_keep_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prm_str_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_with_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sdpa_gqa_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sequential_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_example_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_as_side_effect_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_empty_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_setgrad_lifted_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_shared_submodule_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_export_for_training_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_unbacked_view_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_size_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_slice_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_solver_unsupported_sympy_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_specialize_derived_dim_roots_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_stack_trace_make_fx_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_stack_trace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_primitives_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_shape_attribute_assignment_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_tensors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_static_dim_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclasses_parameterization_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclasses_parameterization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_new_roots_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_float_operators_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_or_sym_and_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_sqrt_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symbool_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symfloat_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_additional_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_ranges_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_shapes_collection_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_tensor_return_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_attribute_zero_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_aten_to_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tolist_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_check_eq_commutativity_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_fn_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_trace_under_fake_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_3d_matmul_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bincount_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_expand_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_infer_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_kth_value_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_linear_layer_norm_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_noncontig_lin_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_pad_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_scalar_constructor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_slice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_passthrough_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_unsqueeze_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_isinstance_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_state_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_no_unroll_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_5_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_6_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_buf_8_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_aliases_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_constant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_use_embedding_twice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_user_input_and_buffer_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_vmap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_assert_separation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_index_assertions_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_tensor_constant_idx_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_wrapper_module_retraceability_nonstrict 2025-09-07T06:59:45.3800100Z 2025-09-07T06:59:47.4845720Z Running inductor/test_kernel_optimization 1/1 ... [2025-09-07 06:59:47.484343] 2025-09-07T06:59:47.4846610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:47.4848810Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_kernel_optimization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:47.484651] 2025-09-07T06:59:47.5330520Z Running test_namedtensor 1/1 ... [2025-09-07 06:59:47.532910] 2025-09-07T06:59:47.5330810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:47.5332590Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_namedtensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:47.533159] 2025-09-07T06:59:49.9367620Z 2025-09-07T06:59:49.9369190Z test_namedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_namedtensor_1.1_11585e3aac0b6513_.log 2025-09-07T06:59:49.9388180Z Running 88 items in this shard: test/test_namedtensor.py::TestNamedTensor::test_aaa_must_run_first_check_experimental_warning, test/test_namedtensor.py::TestNamedTensor::test_addcmul_addcdiv, test/test_namedtensor.py::TestNamedTensor::test_addmm, test/test_namedtensor.py::TestNamedTensor::test_addmv, test/test_namedtensor.py::TestNamedTensor::test_align_as, test/test_namedtensor.py::TestNamedTensor::test_align_tensors, test/test_namedtensor.py::TestNamedTensor::test_align_tensors_two_inputs, test/test_namedtensor.py::TestNamedTensor::test_align_to, test/test_namedtensor.py::TestNamedTensor::test_align_to_ellipsis, test/test_namedtensor.py::TestNamedTensor::test_any_all, test/test_namedtensor.py::TestNamedTensor::test_as_strided, test/test_namedtensor.py::TestNamedTensor::test_as_strided_cuda, test/test_namedtensor.py::TestNamedTensor::test_autograd_ignores_names, test/test_namedtensor.py::TestNamedTensor::test_autograd_smoke, test/test_namedtensor.py::TestNamedTensor::test_autograd_warns_named_grad, test/test_namedtensor.py::TestNamedTensor::test_bernoulli, test/test_namedtensor.py::TestNamedTensor::test_big_tensor_repr_has_names, test/test_namedtensor.py::TestNamedTensor::test_binary_ops, test/test_namedtensor.py::TestNamedTensor::test_bitwise_not, test/test_namedtensor.py::TestNamedTensor::test_bmm, test/test_namedtensor.py::TestNamedTensor::test_cat, test/test_namedtensor.py::TestNamedTensor::test_cdist, test/test_namedtensor.py::TestNamedTensor::test_comparison_ops, test/test_namedtensor.py::TestNamedTensor::test_copy_transpose, test/test_namedtensor.py::TestNamedTensor::test_cummax_cummin, test/test_namedtensor.py::TestNamedTensor::test_detach, test/test_namedtensor.py::TestNamedTensor::test_diagonal, test/test_namedtensor.py::TestNamedTensor::test_dot, test/test_namedtensor.py::TestNamedTensor::test_equal, test/test_namedtensor.py::TestNamedTensor::test_expand, test/test_namedtensor.py::TestNamedTensor::test_factory_coverage, test/test_namedtensor.py::TestNamedTensor::test_factory_edge_cases, test/test_namedtensor.py::TestNamedTensor::test_flatten, test/test_namedtensor.py::TestNamedTensor::test_flatten_index_error, test/test_namedtensor.py::TestNamedTensor::test_flatten_nodims, test/test_namedtensor.py::TestNamedTensor::test_has_names, test/test_namedtensor.py::TestNamedTensor::test_index_fill, test/test_namedtensor.py::TestNamedTensor::test_info_smoke, test/test_namedtensor.py::TestNamedTensor::test_logcumsumexp, test/test_namedtensor.py::TestNamedTensor::test_logical_not, test/test_namedtensor.py::TestNamedTensor::test_logical_ops, test/test_namedtensor.py::TestNamedTensor::test_masked_fill, test/test_namedtensor.py::TestNamedTensor::test_masked_select, test/test_namedtensor.py::TestNamedTensor::test_matmul, test/test_namedtensor.py::TestNamedTensor::test_max_pooling, test/test_namedtensor.py::TestNamedTensor::test_max_pooling_without_names_does_not_warn, test/test_namedtensor.py::TestNamedTensor::test_mm, test/test_namedtensor.py::TestNamedTensor::test_mv, test/test_namedtensor.py::TestNamedTensor::test_no_jit_script_support, test/test_namedtensor.py::TestNamedTensor::test_no_jit_tracer_support, test/test_namedtensor.py::TestNamedTensor::test_no_multiprocessing_support, test/test_namedtensor.py::TestNamedTensor::test_no_pickle_support, test/test_namedtensor.py::TestNamedTensor::test_no_save_support, test/test_namedtensor.py::TestNamedTensor::test_noncontig_contiguous, test/test_namedtensor.py::TestNamedTensor::test_none_names_refcount, test/test_namedtensor.py::TestNamedTensor::test_nyi_dimname_overload_msg, test/test_namedtensor.py::TestNamedTensor::test_out_fn_semantics, test/test_namedtensor.py::TestNamedTensor::test_pow_special, test/test_namedtensor.py::TestNamedTensor::test_py3_ellipsis, test/test_namedtensor.py::TestNamedTensor::test_reduction_fns, test/test_namedtensor.py::TestNamedTensor::test_refine_names, test/test_namedtensor.py::TestNamedTensor::test_rename, test/test_namedtensor.py::TestNamedTensor::test_rename_, test/test_namedtensor.py::TestNamedTensor::test_rename_globber, test/test_namedtensor.py::TestNamedTensor::test_rename_rename_map, test/test_namedtensor.py::TestNamedTensor::test_repr, test/test_namedtensor.py::TestNamedTensor::test_resize, test/test_namedtensor.py::TestNamedTensor::test_select, test/test_namedtensor.py::TestNamedTensor::test_select_cuda, test/test_namedtensor.py::TestNamedTensor::test_set_names_property, test/test_namedtensor.py::TestNamedTensor::test_size, test/test_namedtensor.py::TestNamedTensor::test_split_fns_propagates_names, test/test_namedtensor.py::TestNamedTensor::test_squeeze, test/test_namedtensor.py::TestNamedTensor::test_stride, test/test_namedtensor.py::TestNamedTensor::test_support_device_named_grad, test/test_namedtensor.py::TestNamedTensor::test_tensor_from_lists, test/test_namedtensor.py::TestNamedTensor::test_tensor_from_named_tensor, test/test_namedtensor.py::TestNamedTensor::test_tensor_from_numpy, test/test_namedtensor.py::TestNamedTensor::test_tensor_from_tensor, test/test_namedtensor.py::TestNamedTensor::test_tensor_grad_is_unnamed, test/test_namedtensor.py::TestNamedTensor::test_transpose_variants, test/test_namedtensor.py::TestNamedTensor::test_trivial, test/test_namedtensor.py::TestNamedTensor::test_unary_propagate_names_fns, test/test_namedtensor.py::TestNamedTensor::test_unflatten, test/test_namedtensor.py::TestNamedTensor::test_unsupported_op_error_msg, test/test_namedtensor.py::TestNamedTensor::test_using_seen_interned_string_doesnt_bump_refcount, test/test_namedtensor.py::TestNamedTensor::test_using_unseen_interned_string_bumps_refcount_permanently, test/test_namedtensor.py::TestNamedTensor::test_using_unseen_uninterned_string_refcounts 2025-09-07T06:59:49.9402540Z 2025-09-07T06:59:50.5515470Z 2025-09-07T06:59:50.5517060Z inductor/test_kernel_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_optimization_1.1_9c05ac01b84c0721_.log 2025-09-07T06:59:50.5518220Z Running 0 items in this shard: 2025-09-07T06:59:50.5518370Z 2025-09-07T06:59:52.1834310Z Running dynamo/test_autograd_function 1/1 ... [2025-09-07 06:59:52.183218] 2025-09-07T06:59:52.1835140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:52.1837300Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:52.183493] 2025-09-07T06:59:52.8682730Z Running inductor/test_alignment 1/1 ... [2025-09-07 06:59:52.868091] 2025-09-07T06:59:52.8683300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T06:59:52.8684730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 06:59:52.868359] 2025-09-07T06:59:59.1629350Z 2025-09-07T06:59:59.1630500Z dynamo/test_autograd_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_autograd_function_1.1_fb8f2b5a1639c0fa_.log 2025-09-07T06:59:59.1641370Z Running 40 items in this shard: test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_allow_in_graph, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_amp_custom_fwd_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_assert_is_contiguous_after_matmul, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_assert_is_contiguous_on_grad_output_directly, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_autograd_function_equivalence, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_autograd_function_has_graph_break, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_backward_returns_none_for_tensor_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_classmethod, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_data_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_default_values, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_enum_arg, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_forward_returns_constant, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_context_mark_and_save, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_context_save_and_mark, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_with_bound_free_variable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_fwd_no_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_fwd_propogation_correctness, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_linear_setup_context, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_mark_multi_output_non_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_mark_non_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_materialize_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_multi_output, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_multiple_different_non_tensor_inputs, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_needs_input_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_once_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_print_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_repeated_save_for_backward_calls, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_requires_grad_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_save_for_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_set_materialize_grads_no_graph_break, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smoke_from_test_autograd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smuggle_symint_issue_111031, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smuggle_tensor_and_complex_structures, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_stride_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tensor_list_as_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tensor_subclass_intermediary_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_triton_kernel_basic, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_triton_kernel_multiple_out, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tuple_arg, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_user_defined_object_as_input 2025-09-07T06:59:59.1651320Z 2025-09-07T07:00:01.2350920Z Running dynamo/test_config 1/1 ... [2025-09-07 07:00:01.234878] 2025-09-07T07:00:01.2351670Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:01.2353760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:01.235161] 2025-09-07T07:00:04.2705920Z 2025-09-07T07:00:04.2706890Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_27ad302c745427bd_.log 2025-09-07T07:00:04.2709390Z Running 5 items in this shard: test/dynamo/test_config.py::ConfigTests::test_automatic_dynamic, test/dynamo/test_config.py::ConfigTests::test_config_compile_ignored, test/dynamo/test_config.py::ConfigTests::test_config_hash, test/dynamo/test_config.py::ConfigTests::test_no_assume_static_by_default, test/dynamo/test_config.py::ConfigTests::test_no_automatic_dynamic 2025-09-07T07:00:04.2710360Z 2025-09-07T07:00:04.4235030Z 2025-09-07T07:00:04.4235570Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_ca574d7134aec2dc_.log 2025-09-07T07:00:04.4240500Z Running 12 items in this shard: test/inductor/test_alignment.py::CpuTests::test_Q4_K_dequantization_cpu, test/inductor/test_alignment.py::CpuTests::test_alignment_without_custom_op_cpu, test/inductor/test_alignment.py::CpuTests::test_incorrect_meta_for_custom_op_2d_cpu, test/inductor/test_alignment.py::CpuTests::test_no_align_for_custom_op_2d_cpu, test/inductor/test_alignment.py::CpuTests::test_no_align_for_custom_op_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_view_dtype_size_1024_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_view_dtype_size_1048576_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_view_dtype_size_128_cpu, test/inductor/test_alignment.py::CpuTests::test_unaligned_input_2d_cpu, test/inductor/test_alignment.py::CpuTests::test_unaligned_input_cpu, test/inductor/test_alignment.py::CpuTests::test_view_dtype_slice_cpu 2025-09-07T07:00:04.4242930Z 2025-09-07T07:00:06.5652780Z Running dynamo/test_compile 1/1 ... [2025-09-07 07:00:06.565075] 2025-09-07T07:00:06.5653530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:06.5655660Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:06.565354] 2025-09-07T07:00:06.6618450Z Running test_openmp 1/1 ... [2025-09-07 07:00:06.661699] 2025-09-07T07:00:06.6618710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:06.6620760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_openmp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:06.661972] 2025-09-07T07:00:12.0148260Z 2025-09-07T07:00:12.0149700Z dynamo/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compile_1.1_4a4389e6e9c6ca58_.log 2025-09-07T07:00:12.0154810Z Running 17 items in this shard: test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_callback, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_callback_with_graph_break, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_constant_hasattr_fail, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_evnum_hasattr_fail, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_name_error, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_nn_module_invalid_method, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_tensor_invalid_method, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compile_eager_options, test/dynamo/test_compile.py::InPlaceCompilationTests::test_jit_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_list_bad_access, test/dynamo/test_compile.py::InPlaceCompilationTests::test_overwrite_call_impl, test/dynamo/test_compile.py::InPlaceCompilationTests::test_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_state_dict_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_to_sparse_to_dense_with_graph_break, test/dynamo/test_compile.py::InPlaceCompilationTests::test_torch_script_compilation, test/dynamo/test_compile.py::PublicTorchCompilerTests::test_dynamo_signatures 2025-09-07T07:00:12.0158710Z 2025-09-07T07:00:12.0752700Z 2025-09-07T07:00:12.0753220Z test_openmp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_openmp_1.1_87eff1c59119dde3_.log 2025-09-07T07:00:12.0758800Z Running 2 items in this shard: test/test_openmp.py::TestOpenMP_ParallelFor::test_n_threads, test/test_openmp.py::TestOpenMP_ParallelFor::test_one_thread 2025-09-07T07:00:12.0759220Z 2025-09-07T07:00:14.2386560Z Running functorch/test_ops 1/2 ... [2025-09-07 07:00:14.238447] 2025-09-07T07:00:14.2387740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:14.2389930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:14.238737] 2025-09-07T07:00:14.3192230Z Running cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 ... [2025-09-07 07:00:14.319055] 2025-09-07T07:00:14.3192690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:14.3194390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:14.319314] 2025-09-07T07:00:16.4529040Z 2025-09-07T07:00:16.4529970Z cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.python_agnostic_extension.test.test_python_agnostic_1.1_a45ab3fc2c79635c_.log 2025-09-07T07:00:16.4531500Z Running 0 items in this shard: 2025-09-07T07:00:16.4531900Z 2025-09-07T07:00:18.7418920Z Running inductor/test_cooperative_reductions 1/1 ... [2025-09-07 07:00:18.741572] 2025-09-07T07:00:18.7424760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:18.7427330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:18.742025] 2025-09-07T07:00:22.2478890Z 2025-09-07T07:00:22.2480730Z inductor/test_cooperative_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cooperative_reductions_1.1_9b93cc9f3aa1a5cd_.log 2025-09-07T07:00:24.6239740Z 2025-09-07T07:00:24.6241360Z Running inductor/test_cudacodecache 1/1 ... [2025-09-07 07:00:24.623815] 2025-09-07T07:00:24.6247210Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:24.6249820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_cudacodecache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:24.624159] 2025-09-07T07:00:27.4180220Z 2025-09-07T07:00:27.4181290Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_a6594c2899eef044_.log 2025-09-07T07:00:27.4181780Z 2025-09-07T07:00:29.5176610Z Running inductor/test_halide 1/1 ... [2025-09-07 07:00:29.517458] 2025-09-07T07:00:29.5177630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:29.5178610Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_halide.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:29.517712] 2025-09-07T07:00:32.4842040Z 2025-09-07T07:00:32.4842930Z inductor/test_halide 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_halide_1.1_20a0feb4001cc478_.log 2025-09-07T07:00:34.5746970Z 2025-09-07T07:00:34.5747700Z Running inductor/test_multi_kernel 1/1 ... [2025-09-07 07:00:34.574567] 2025-09-07T07:00:34.5748480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:34.5750630Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_multi_kernel.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:34.574838] 2025-09-07T07:00:37.3466850Z 2025-09-07T07:00:37.3467660Z inductor/test_multi_kernel 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_multi_kernel_1.1_b67673a0887a9406_.log 2025-09-07T07:00:37.3468420Z 2025-09-07T07:00:37.7557850Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-09-07T07:00:37.7558210Z Uploading artifacts took 0.00 seconds 2025-09-07T07:00:39.7013350Z Running inductor/test_loop_ordering 1/1 ... [2025-09-07 07:00:39.701147] 2025-09-07T07:00:39.7013700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:39.7015960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_loop_ordering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:39.701480] 2025-09-07T07:00:42.4996560Z 2025-09-07T07:00:42.4997520Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_463cc3b043d5f0d3_.log 2025-09-07T07:00:42.4997990Z 2025-09-07T07:00:44.6061190Z Running inductor/test_perf 1/1 ... [2025-09-07 07:00:44.605905] 2025-09-07T07:00:44.6061940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:44.6064010Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:44.606202] 2025-09-07T07:00:47.4319520Z 2025-09-07T07:00:47.4320030Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_63361f230815eda4_.log 2025-09-07T07:00:47.4320450Z 2025-09-07T07:00:49.5200400Z Running test_jit 1/1 ... [2025-09-07 07:00:49.519707] 2025-09-07T07:00:49.5201090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:00:49.5203130Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:00:49.519976] 2025-09-07T07:01:34.6081500Z 2025-09-07T07:01:34.6082890Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_f742b5c70c87d36a_.log 2025-09-07T07:01:34.6481470Z Running 2461 items in this shard: test/test_jit.py::TestTracer::test_call_traced_fn_from_traced_module, test/test_jit.py::TestTracer::test_call_traced_module_from_traced_module, test/test_jit.py::TestTracer::test_canonicalize_tensor_iterator, test/test_jit.py::TestTracer::test_constant, test/test_jit.py::TestTracer::test_conv, test/test_jit.py::TestTracer::test_export_no_reorder, test/test_jit.py::TestTracer::test_force_outplace_check_fill, test/test_jit.py::TestTracer::test_force_outplace_check_zero, test/test_jit.py::TestTracer::test_ge, test/test_jit.py::TestTracer::test_ge_cuda, test/test_jit.py::TestTracer::test_ge_optimized, test/test_jit.py::TestTracer::test_ge_unoptimized, test/test_jit.py::TestTracer::test_index_put, test/test_jit.py::TestTracer::test_index_put_trace_with_view, test/test_jit.py::TestTracer::test_index_put_trace_without_view, test/test_jit.py::TestTracer::test_inplace_check, test/test_jit.py::TestTracer::test_inplace_copy, test/test_jit.py::TestTracer::test_inplace_copy_force_outplace, test/test_jit.py::TestTracer::test_inplace_flags, test/test_jit.py::TestTracer::test_inplace_transplant, test/test_jit.py::TestTracer::test_inplace_warn, test/test_jit.py::TestTracer::test_input_dict_checkTrace_mut, test/test_jit.py::TestTracer::test_input_dict_empty, test/test_jit.py::TestTracer::test_input_dict_empty_list, test/test_jit.py::TestTracer::test_input_dict_insertion_order, test/test_jit.py::TestTracer::test_input_dict_of_dicts, test/test_jit.py::TestTracer::test_input_dict_of_lists, test/test_jit.py::TestTracer::test_input_dict_recursive, test/test_jit.py::TestTracer::test_input_dict_remembers_keys, test/test_jit.py::TestTracer::test_input_dict_unify, test/test_jit.py::TestTracer::test_input_flatten, test/test_jit.py::TestTracer::test_input_list_mixed_type, test/test_jit.py::TestTracer::test_input_list_of_tuples, test/test_jit.py::TestTracer::test_input_list_toplevel_flatten, test/test_jit.py::TestTracer::test_input_list_toplevel_flatten_direct, test/test_jit.py::TestTracer::test_input_tuple_of_dicts, test/test_jit.py::TestTracer::test_interpolate_trace, test/test_jit.py::TestTracer::test_large_nbr_kernel_args, test/test_jit.py::TestTracer::test_lhs_index_fails, test/test_jit.py::TestTracer::test_lhs_index_trivial, test/test_jit.py::TestTracer::test_max_pool, test/test_jit.py::TestTracer::test_nested_inplace, test/test_jit.py::TestTracer::test_non_tensor_tracing, test/test_jit.py::TestTracer::test_output_unflatten, test/test_jit.py::TestTracer::test_python_function, test/test_jit.py::TestTracer::test_python_function_tup, test/test_jit.py::TestTracer::test_repeated_input, test/test_jit.py::TestTracer::test_repeated_output, test/test_jit.py::TestTracer::test_shared_param, test/test_jit.py::TestTracer::test_simple, test/test_jit.py::TestTracer::test_tensor_with_grad_as_constant, test/test_jit.py::TestTracer::test_trace_aliased_parameter, test/test_jit.py::TestTracer::test_trace_annotation, test/test_jit.py::TestTracer::test_trace_arange, test/test_jit.py::TestTracer::test_trace_arange_with_grad, test/test_jit.py::TestTracer::test_trace_autograd_function, test/test_jit.py::TestTracer::test_trace_casts, test/test_jit.py::TestTracer::test_trace_checker_control_flow, test/test_jit.py::TestTracer::test_trace_checker_dot_data, test/test_jit.py::TestTracer::test_trace_checker_dropout_notrain, test/test_jit.py::TestTracer::test_trace_checker_dropout_train, test/test_jit.py::TestTracer::test_trace_checker_inplace_on_view, test/test_jit.py::TestTracer::test_trace_checker_memoization, test/test_jit.py::TestTracer::test_trace_checker_slice_lhs, test/test_jit.py::TestTracer::test_trace_checking_with_deprecated_name, test/test_jit.py::TestTracer::test_trace_checking_with_global_name, test/test_jit.py::TestTracer::test_trace_contiguous, test/test_jit.py::TestTracer::test_trace_contiguous_short_circuit, test/test_jit.py::TestTracer::test_trace_detach, test/test_jit.py::TestTracer::test_trace_detach_inplace, test/test_jit.py::TestTracer::test_trace_detach_inplace_redispatch, test/test_jit.py::TestTracer::test_trace_detach_redispatch, test/test_jit.py::TestTracer::test_trace_dict_input, test/test_jit.py::TestTracer::test_trace_dict_output, test/test_jit.py::TestTracer::test_trace_export_fns, test/test_jit.py::TestTracer::test_trace_export_fns_recursive, test/test_jit.py::TestTracer::test_trace_fork_join_and_module, test/test_jit.py::TestTracer::test_trace_full_dynamic_shape, test/test_jit.py::TestTracer::test_trace_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_index, test/test_jit.py::TestTracer::test_trace_index_constant, test/test_jit.py::TestTracer::test_trace_indexed_assignment, test/test_jit.py::TestTracer::test_trace_inline_shape, test/test_jit.py::TestTracer::test_trace_inverse, test/test_jit.py::TestTracer::test_trace_invert_module_hierarchy, test/test_jit.py::TestTracer::test_trace_legacy_ctor, test/test_jit.py::TestTracer::test_trace_module_argument_names_captured, test/test_jit.py::TestTracer::test_trace_modulelist, test/test_jit.py::TestTracer::test_trace_multi_output_function, test/test_jit.py::TestTracer::test_trace_namedtuple, test/test_jit.py::TestTracer::test_trace_nested_datatypes, test/test_jit.py::TestTracer::test_trace_nested_fn, test/test_jit.py::TestTracer::test_trace_no_duplicated_lifted_input_output, test/test_jit.py::TestTracer::test_trace_numel, test/test_jit.py::TestTracer::test_trace_optioanl_dtype, test/test_jit.py::TestTracer::test_trace_optional, test/test_jit.py::TestTracer::test_trace_out_operator_with_two_output, test/test_jit.py::TestTracer::test_trace_partial_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_random, test/test_jit.py::TestTracer::test_trace_records_names, test/test_jit.py::TestTracer::test_trace_save, test/test_jit.py::TestTracer::test_trace_save_load_copy, test/test_jit.py::TestTracer::test_trace_single_tuple, test/test_jit.py::TestTracer::test_trace_size, test/test_jit.py::TestTracer::test_trace_size_with_grad, test/test_jit.py::TestTracer::test_trace_skip_none_submodule, test/test_jit.py::TestTracer::test_trace_slice, test/test_jit.py::TestTracer::test_trace_slice_expr_complete_type, test/test_jit.py::TestTracer::test_trace_slice_full_dim, test/test_jit.py::TestTracer::test_trace_slice_setitem_dynamic_shape, test/test_jit.py::TestTracer::test_trace_slice_with_grad, test/test_jit.py::TestTracer::test_trace_tensor_factory, test/test_jit.py::TestTracer::test_trace_topk, test/test_jit.py::TestTracer::test_trace_tuple, test/test_jit.py::TestTracer::test_trace_variable_instantiation, test/test_jit.py::TestTracer::test_trace_warn, test/test_jit.py::TestTracer::test_trace_with_conditional_property, test/test_jit.py::TestTracer::test_trace_with_nested_strided_tensor_output, test/test_jit.py::TestTracer::test_trace_with_nested_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_number_list_output, test/test_jit.py::TestTracer::test_trace_with_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_tuple_tensor, test/test_jit.py::TestTracer::test_traced_module_cuda, test/test_jit.py::TestTracer::test_tracing_backward_hook_error, test/test_jit.py::TestTracer::test_tracing_hooks, test/test_jit.py::TestTracer::test_tracing_multiple_methods, test/test_jit.py::TestTracer::test_type_same_device, test/test_jit.py::TestTracer::test_typeas_trace_check, test/test_jit.py::TestTracer::test_wrapped_number, test/test_jit.py::TestMixTracingScripting::test_call_script_fn_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_script_module_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_traced_fn_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_traced_mod_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_tracing_fn_from_script_module, test/test_jit.py::TestMixTracingScripting::test_call_tracing_mod_from_script_module, test/test_jit.py::TestMixTracingScripting::test_jit_trace_callfunction_return_shapes, test/test_jit.py::TestMixTracingScripting::test_script_inline_trace_multiple_args, test/test_jit.py::TestMixTracingScripting::test_trace_dict_mix_script, test/test_jit.py::TestMixTracingScripting::test_trace_hierarchy, test/test_jit.py::TestMixTracingScripting::test_trace_linear, test/test_jit.py::TestMixTracingScripting::test_trace_mixed_by_script_with_dict_output, test/test_jit.py::TestMixTracingScripting::test_trace_of_script, test/test_jit.py::TestMixTracingScripting::test_trace_parameter, test/test_jit.py::TestMixTracingScripting::test_trace_returning_dict_with_tensor_tuples, test/test_jit.py::TestMixTracingScripting::test_trace_script, test/test_jit.py::TestMixTracingScripting::test_trace_script_returning_complex_dict, test/test_jit.py::TestMixTracingScripting::test_trace_with_size, test/test_jit.py::TestMixTracingScripting::test_traced_module_contains_scripted_interface_types, test/test_jit.py::TestMixTracingScripting::test_traced_module_implements_interface, test/test_jit.py::TestMixTracingScripting::test_tracing_indexing, test/test_jit.py::TestMixTracingScripting::test_tracing_slicing, test/test_jit.py::TestRecursiveScript::test_attributes, test/test_jit.py::TestRecursiveScript::test_class_compile, test/test_jit.py::TestRecursiveScript::test_constants_with_final, test/test_jit.py::TestRecursiveScript::test_dir, test/test_jit.py::TestRecursiveScript::test_error_stack, test/test_jit.py::TestRecursiveScript::test_error_stack_annotation, test/test_jit.py::TestRecursiveScript::test_error_stack_class, test/test_jit.py::TestRecursiveScript::test_error_stack_module, test/test_jit.py::TestRecursiveScript::test_failed_function_compilation, test/test_jit.py::TestRecursiveScript::test_function_attribute_in_submodule, test/test_jit.py::TestRecursiveScript::test_ignore_class, test/test_jit.py::TestRecursiveScript::test_inferred_nonetype, test/test_jit.py::TestRecursiveScript::test_init_error, test/test_jit.py::TestRecursiveScript::test_inner_traced_module, test/test_jit.py::TestRecursiveScript::test_iterable_modules, test/test_jit.py::TestRecursiveScript::test_method_call, test/test_jit.py::TestRecursiveScript::test_module_basic, test/test_jit.py::TestRecursiveScript::test_module_function_export, test/test_jit.py::TestRecursiveScript::test_module_name, test/test_jit.py::TestRecursiveScript::test_module_repr, test/test_jit.py::TestRecursiveScript::test_optional_module, test/test_jit.py::TestRecursiveScript::test_override_instance_method_ignore, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_basic, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_cycle, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_escape_hatch, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_iterable_modules, test/test_jit.py::TestRecursiveScript::test_python_function_attribute, test/test_jit.py::TestRecursiveScript::test_repeated_error_stack, test/test_jit.py::TestRecursiveScript::test_script_after_eval, test/test_jit.py::TestRecursiveScript::test_script_basic, test/test_jit.py::TestRecursiveScript::test_script_function_attribute, test/test_jit.py::TestRecursiveScript::test_script_loaded_module, test/test_jit.py::TestRecursiveScript::test_thread_safe_error_stacks, test/test_jit.py::TestTypeSharing::test_assign_python_attr, test/test_jit.py::TestTypeSharing::test_basic, test/test_jit.py::TestTypeSharing::test_builtin_function_different, test/test_jit.py::TestTypeSharing::test_builtin_function_same, test/test_jit.py::TestTypeSharing::test_constants, test/test_jit.py::TestTypeSharing::test_diff_attr_values, test/test_jit.py::TestTypeSharing::test_failed_attribute_compilation, test/test_jit.py::TestTypeSharing::test_ignored_fns, test/test_jit.py::TestTypeSharing::test_linear, test/test_jit.py::TestTypeSharing::test_loaded_modules_work, test/test_jit.py::TestTypeSharing::test_module_dict_same_type_different_name, test/test_jit.py::TestTypeSharing::test_mutate_attr_value, test/test_jit.py::TestTypeSharing::test_param_vs_attribute, test/test_jit.py::TestTypeSharing::test_python_function_attribute_different, test/test_jit.py::TestTypeSharing::test_python_function_attribute_same, test/test_jit.py::TestTypeSharing::test_same_but_different_classes, test/test_jit.py::TestTypeSharing::test_script_function_attribute_different, test/test_jit.py::TestTypeSharing::test_script_function_attribute_same, test/test_jit.py::TestTypeSharing::test_script_module_containing_traced_module, test/test_jit.py::TestTypeSharing::test_submodules, test/test_jit.py::TestTypeSharing::test_tracing_gives_different_types, test/test_jit.py::TestTypeSharing::test_type_not_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_sharing_define_in_init, test/test_jit.py::TestTypeSharing::test_type_sharing_disabled, test/test_jit.py::TestLogging::test_bump_numeric_counter, test/test_jit.py::TestLogging::test_counter_aggregation, test/test_jit.py::TestLogging::test_logging_levels_set, test/test_jit.py::TestLogging::test_time_measurement_counter, test/test_jit.py::TestLogging::test_time_measurement_counter_script, test/test_jit.py::TestLogging::test_trace_numeric_counter, test/test_jit.py::TestBackends::test_errors, test/test_jit.py::TestBackends::test_execution, test/test_jit.py::TestBackends::test_save_load, test/test_jit.py::TestBackendsWithCompiler::test_errors, test/test_jit.py::TestBackendsWithCompiler::test_execution, test/test_jit.py::TestNnapiBackend::test_adaptive_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_cat, test/test_jit.py::TestNnapiBackend::test_compile_spec_santiy, test/test_jit.py::TestNnapiBackend::test_conv2d, test/test_jit.py::TestNnapiBackend::test_conv2d_transpose, test/test_jit.py::TestNnapiBackend::test_dequantize, test/test_jit.py::TestNnapiBackend::test_detach, test/test_jit.py::TestNnapiBackend::test_flatten, test/test_jit.py::TestNnapiBackend::test_hardtanh, test/test_jit.py::TestNnapiBackend::test_linear, test/test_jit.py::TestNnapiBackend::test_log_softmax, test/test_jit.py::TestNnapiBackend::test_max_pool2d, test/test_jit.py::TestNnapiBackend::test_mean, test/test_jit.py::TestNnapiBackend::test_multi_output, test/test_jit.py::TestNnapiBackend::test_pointwise_binary, test/test_jit.py::TestNnapiBackend::test_pointwise_binary_const, test/test_jit.py::TestNnapiBackend::test_pointwise_unary, test/test_jit.py::TestNnapiBackend::test_prelu, test/test_jit.py::TestNnapiBackend::test_qadd, test/test_jit.py::TestNnapiBackend::test_qlinear, test/test_jit.py::TestNnapiBackend::test_quantize, test/test_jit.py::TestNnapiBackend::test_reshape, test/test_jit.py::TestNnapiBackend::test_seblock_mul, test/test_jit.py::TestNnapiBackend::test_slice, test/test_jit.py::TestNnapiBackend::test_softmax, test/test_jit.py::TestNnapiBackend::test_tensor_input, test/test_jit.py::TestNnapiBackend::test_to, test/test_jit.py::TestNnapiBackend::test_unsqueeze, test/test_jit.py::TestNnapiBackend::test_upsample_nearest2d, test/test_jit.py::TestList::test_comprehension_iterable, test/test_jit.py::TestList::test_comprehension_out_type_not_in_type, test/test_jit.py::TestList::test_comprehensions_basic, test/test_jit.py::TestList::test_comprehensions_basic_float, test/test_jit.py::TestList::test_comprehensions_two_comps, test/test_jit.py::TestList::test_copy_list_immutable, test/test_jit.py::TestList::test_copy_list_mutable, test/test_jit.py::TestList::test_del, test/test_jit.py::TestList::test_dict_keyword_is_correctly_typed, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_empty_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_empty_iterable, test/test_jit.py::TestList::test_dict_keyword_with_internal_aggregate_function, test/test_jit.py::TestList::test_dict_keyword_with_iterable, test/test_jit.py::TestList::test_dict_keyword_with_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_kwargs_using_container_values, test/test_jit.py::TestList::test_dict_keyword_with_mapping, test/test_jit.py::TestList::test_dict_keyword_with_mapping_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_mismatched_annotations, test/test_jit.py::TestList::test_dict_keyword_with_nested_call, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable_and_kwargs, test/test_jit.py::TestList::test_extend_list_immutable, test/test_jit.py::TestList::test_extend_list_mutable, test/test_jit.py::TestList::test_in_check, test/test_jit.py::TestList::test_list_bool_conversion, test/test_jit.py::TestList::test_list_count, test/test_jit.py::TestList::test_list_count_not_existing, test/test_jit.py::TestList::test_list_gather, test/test_jit.py::TestList::test_list_index, test/test_jit.py::TestList::test_list_index_not_existing, test/test_jit.py::TestList::test_list_keyword, test/test_jit.py::TestList::test_list_len, test/test_jit.py::TestList::test_list_literal, test/test_jit.py::TestList::test_list_none, test/test_jit.py::TestList::test_list_ops, test/test_jit.py::TestList::test_list_slice, test/test_jit.py::TestList::test_list_sort, test/test_jit.py::TestList::test_list_unification_hint, test/test_jit.py::TestList::test_list_variance, test/test_jit.py::TestList::test_min_bool_list, test/test_jit.py::TestList::test_min_max_list, test/test_jit.py::TestList::test_min_max_single_list, test/test_jit.py::TestList::test_mutable_list_append, test/test_jit.py::TestList::test_mutable_list_append_2, test/test_jit.py::TestList::test_mutable_list_append_if, test/test_jit.py::TestList::test_mutable_list_append_if_else, test/test_jit.py::TestList::test_mutable_list_append_loop, test/test_jit.py::TestList::test_mutable_list_append_loop_if, test/test_jit.py::TestList::test_mutable_list_clear, test/test_jit.py::TestList::test_mutable_list_clear_empty, test/test_jit.py::TestList::test_mutable_list_function_inline, test/test_jit.py::TestList::test_mutable_list_insert, test/test_jit.py::TestList::test_mutable_list_insert_neg_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_insert_negative, test/test_jit.py::TestList::test_mutable_list_insert_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_nested_loop, test/test_jit.py::TestList::test_mutable_list_pop, test/test_jit.py::TestList::test_mutable_list_pop2, test/test_jit.py::TestList::test_mutable_list_pop_at, test/test_jit.py::TestList::test_mutable_list_pop_at2, test/test_jit.py::TestList::test_mutable_list_pop_at_negative, test/test_jit.py::TestList::test_mutable_list_pop_at_negative2, test/test_jit.py::TestList::test_mutable_list_pop_empty, test/test_jit.py::TestList::test_mutable_list_pop_slice, test/test_jit.py::TestList::test_mutable_list_remove, test/test_jit.py::TestList::test_mutable_list_remove2, test/test_jit.py::TestList::test_mutable_list_remove_not_existing, test/test_jit.py::TestList::test_mutable_list_remove_tensor, test/test_jit.py::TestList::test_mutable_list_reverse, test/test_jit.py::TestList::test_mutable_list_reverse_empty, test/test_jit.py::TestList::test_mutable_tensor_list_reverse, test/test_jit.py::TestList::test_no_element_type_annotation, test/test_jit.py::TestList::test_slice_index, test/test_jit.py::TestList::test_tensor_list_count, test/test_jit.py::TestList::test_tensor_list_count_not_existing, test/test_jit.py::TestList::test_tensor_list_index, test/test_jit.py::TestList::test_tensor_list_index_not_existing, test/test_jit.py::TestList::test_to_list, test/test_jit.py::TestList::test_to_list_gpu, test/test_jit.py::TestDict::test_aug_assign, test/test_jit.py::TestDict::test_basic, test/test_jit.py::TestDict::test_clear, test/test_jit.py::TestDict::test_copy, test/test_jit.py::TestDict::test_del, test/test_jit.py::TestDict::test_dict_bool_conversion, test/test_jit.py::TestDict::test_dict_preserves_order, test/test_jit.py::TestDict::test_dict_to_python, test/test_jit.py::TestDict::test_dict_variance, test/test_jit.py::TestDict::test_get, test/test_jit.py::TestDict::test_get_boolkey, test/test_jit.py::TestDict::test_items, test/test_jit.py::TestDict::test_key_type, test/test_jit.py::TestDict::test_keys, test/test_jit.py::TestDict::test_len, test/test_jit.py::TestDict::test_loop, test/test_jit.py::TestDict::test_membership, test/test_jit.py::TestDict::test_mutability, test/test_jit.py::TestDict::test_optional_dict_construct, test/test_jit.py::TestDict::test_ordered_dict, test/test_jit.py::TestDict::test_pop, test/test_jit.py::TestDict::test_popitem, test/test_jit.py::TestDict::test_setdefault, test/test_jit.py::TestDict::test_type_annotation_missing_contained_type, test/test_jit.py::TestDict::test_update, test/test_jit.py::TestDict::test_update_existing_key, test/test_jit.py::TestDict::test_values, test/test_jit.py::TestDict::test_view, test/test_jit.py::TestNamedTuple::test_namedtuple, test/test_jit.py::TestNamedTuple::test_namedtuple_as_attr, test/test_jit.py::TestNamedTuple::test_namedtuple_constant, test/test_jit.py::TestNamedTuple::test_namedtuple_input_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_inside_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_kwarg_construct, test/test_jit.py::TestNamedTuple::test_namedtuple_lower, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_serialization, test/test_jit.py::TestNamedTuple::test_namedtuple_slice_unpack, test/test_jit.py::TestNamedTuple::test_namedtuple_type_annotation, test/test_jit.py::TestNamedTuple::test_namedtuple_wrong_types, test/test_jit.py::TestNamedTuple::test_return_named_tuple, test/test_jit.py::TestScriptDict::test_bool, test/test_jit.py::TestScriptDict::test_contains, test/test_jit.py::TestScriptDict::test_delitem, test/test_jit.py::TestScriptDict::test_getitem, test/test_jit.py::TestScriptDict::test_items, test/test_jit.py::TestScriptDict::test_iter, test/test_jit.py::TestScriptDict::test_len, test/test_jit.py::TestScriptDict::test_nested, test/test_jit.py::TestScriptDict::test_reference_semantics, test/test_jit.py::TestScriptDict::test_repr, test/test_jit.py::TestScriptDict::test_setitem, test/test_jit.py::TestScriptList::test_append, test/test_jit.py::TestScriptList::test_bool, test/test_jit.py::TestScriptList::test_clear, test/test_jit.py::TestScriptList::test_contains, test/test_jit.py::TestScriptList::test_count, test/test_jit.py::TestScriptList::test_defaultdict, test/test_jit.py::TestScriptList::test_delitem, test/test_jit.py::TestScriptList::test_extend, test/test_jit.py::TestScriptList::test_getitem, test/test_jit.py::TestScriptList::test_insert, test/test_jit.py::TestScriptList::test_iter, test/test_jit.py::TestScriptList::test_len, test/test_jit.py::TestScriptList::test_nested, test/test_jit.py::TestScriptList::test_pop, test/test_jit.py::TestScriptList::test_reference_semantics, test/test_jit.py::TestScriptList::test_remove, test/test_jit.py::TestScriptList::test_repr, test/test_jit.py::TestScriptList::test_setitem, test/test_jit.py::TestAsync::test_async_future_type_python, test/test_jit.py::TestAsync::test_async_grad_guard_no_grad, test/test_jit.py::TestAsync::test_async_grad_guard_with_grad, test/test_jit.py::TestAsync::test_async_kwargs, test/test_jit.py::TestAsync::test_async_parsing, test/test_jit.py::TestAsync::test_async_python, test/test_jit.py::TestAsync::test_async_script, test/test_jit.py::TestAsync::test_async_script_capture, test/test_jit.py::TestAsync::test_async_script_error, test/test_jit.py::TestAsync::test_async_script_multi_forks, test/test_jit.py::TestAsync::test_async_script_multi_waits, test/test_jit.py::TestAsync::test_async_script_nested, test/test_jit.py::TestAsync::test_async_script_no_script_mod, test/test_jit.py::TestAsync::test_async_script_trace, test/test_jit.py::TestAsync::test_future_subtyping, test/test_jit.py::TestAsync::test_no_future_subtype_message, test/test_jit.py::TestAsync::test_trace_fork_wait, test/test_jit.py::TestAsync::test_trace_fork_wait_inline, test/test_jit.py::TestAsync::test_trace_fork_wait_leaking, test/test_jit.py::TestAsync::test_trace_fork_wait_list_modulecalls, test/test_jit.py::TestAsync::test_trace_modulecalls_with_different_output_types, test/test_jit.py::TestAwait::test_await_class_arg, test/test_jit.py::TestAwait::test_await_class_return, test/test_jit.py::TestAwait::test_await_eager_lazy, test/test_jit.py::TestAwait::test_await_func_arg, test/test_jit.py::TestAwait::test_await_getattr_implicit_convertion, test/test_jit.py::TestAwait::test_await_isinstance, test/test_jit.py::TestAwait::test_await_multiout_save, test/test_jit.py::TestAwait::test_await_nested, test/test_jit.py::TestAwait::test_await_out_of_interpreter, test/test_jit.py::TestAwait::test_await_python, test/test_jit.py::TestAwait::test_await_type_python, test/test_jit.py::TestAwait::test_awaitable_to_await, test/test_jit.py::TestAwait::test_eager_await_non_scriptable, test/test_jit.py::TestAwait::test_jit_trace, test/test_jit.py::TestAwait::test_nowait, test/test_jit.py::TestAwait::test_nowait_class, test/test_jit.py::TestAwait::test_script, test/test_jit.py::TestDataParallel::test_python_submodule_script, test/test_jit.py::TestDataParallel::test_shared_module, test/test_jit.py::TestDataParallel::test_tensor_sharing, test/test_jit.py::TestDataParallel::test_tensor_sharing_with_forward, test/test_jit.py::TestDataParallel::test_traced_module, test/test_jit.py::TestModels::test_alexnet, test/test_jit.py::TestModels::test_dcgan_models, test/test_jit.py::TestModels::test_dcgan_models_cuda, test/test_jit.py::TestModels::test_mnist, test/test_jit.py::TestModels::test_mnist_cuda, test/test_jit.py::TestModels::test_mnist_training_leaks_no_memory_cuda, test/test_jit.py::TestModels::test_neural_style, test/test_jit.py::TestModels::test_neural_style_cuda, test/test_jit.py::TestModels::test_reinforcement_learning, test/test_jit.py::TestModels::test_reinforcement_learning_cuda, test/test_jit.py::TestModels::test_script_module_script_resnet, test/test_jit.py::TestModels::test_script_module_trace_resnet18, test/test_jit.py::TestModels::test_snli, test/test_jit.py::TestModels::test_snli_cuda, test/test_jit.py::TestModels::test_super_resolution, test/test_jit.py::TestModels::test_super_resolution_cuda, test/test_jit.py::TestModels::test_time_sequence_prediction, test/test_jit.py::TestModels::test_vae, test/test_jit.py::TestModels::test_vae_cuda, test/test_jit.py::TestModules::test_script_module_with_constants_list, test/test_jit.py::TestAutodiffJit::test_autodiff_requires_grad_nograd, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_profiled_twice, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_side_effects, test/test_jit.py::TestAutodiffJit::test_undefined_tensor_lists, test/test_jit.py::TestAutodiffSubgraphSlicing::test_aliased_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_arg, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_module_attr, test/test_jit.py::TestAutodiffSubgraphSlicing::test_chunk_constant_script_ad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_constructed_bias, test/test_jit.py::TestAutodiffSubgraphSlicing::test_diff_graph_inline_threshold, test/test_jit.py::TestAutodiffSubgraphSlicing::test_differentiable_graph_ops_requires_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_create_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_merge_unrelated, test/test_jit.py::TestAutodiffSubgraphSlicing::test_has_profiled_info_aliasing_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merge_respects_aliasing, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_dense, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_down, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_up, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_without_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_prune_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_requires_grad_for_tensor_list, test/test_jit.py::TestAutodiffSubgraphSlicing::test_respects_lexical_scoping, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_merge, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_no_merge, test/test_jit.py::TestCustomOperators::test_calling_scripted_custom_op, test/test_jit.py::TestCustomOperators::test_calling_traced_custom_op, test/test_jit.py::TestCustomOperators::test_default_arguments_are_used, test/test_jit.py::TestCustomOperators::test_dynamic_op_registry, test/test_jit.py::TestCustomOperators::test_generic_list, test/test_jit.py::TestCustomOperators::test_getting_invalid_attr, test/test_jit.py::TestCustomOperators::test_passing_and_returning_lists, test/test_jit.py::TestCustomOperators::test_passing_one_positional_but_not_the_second, test/test_jit.py::TestCustomOperators::test_passing_too_few_args, test/test_jit.py::TestCustomOperators::test_passing_too_many_args, test/test_jit.py::TestCustomOperators::test_passing_unknown_kwargs, test/test_jit.py::TestCustomOperators::test_script_graph_contains_custom_op, test/test_jit.py::TestCustomOperators::test_script_graph_for_custom_ops_matches_traced_graph, test/test_jit.py::TestCustomOperators::test_simply_calling_an_operator, test/test_jit.py::TestCustomOperators::test_where_no_scalar, test/test_jit.py::TestGraphRewritePasses::test_fuse_linear, test/test_jit.py::TestClassType::test_cast_overloads, test/test_jit.py::TestClassType::test_class_attribute_wrong_type, test/test_jit.py::TestClassType::test_class_constant, test/test_jit.py::TestClassType::test_class_constructs_itself, test/test_jit.py::TestClassType::test_class_inheritance, test/test_jit.py::TestClassType::test_class_inheritance_implicit, test/test_jit.py::TestClassType::test_class_sorting, test/test_jit.py::TestClassType::test_class_specialization, test/test_jit.py::TestClassType::test_class_type_as_param, test/test_jit.py::TestClassType::test_classmethod, test/test_jit.py::TestClassType::test_conditional_set_attr, test/test_jit.py::TestClassType::test_custom_delete, test/test_jit.py::TestClassType::test_default_args, test/test_jit.py::TestClassType::test_get_attr, test/test_jit.py::TestClassType::test_get_attr_not_initialized, test/test_jit.py::TestClassType::test_get_with_method, test/test_jit.py::TestClassType::test_imported_classes, test/test_jit.py::TestClassType::test_in, test/test_jit.py::TestClassType::test_init_compiled_first, test/test_jit.py::TestClassType::test_interface, test/test_jit.py::TestClassType::test_optional_type_promotion, test/test_jit.py::TestClassType::test_out_of_order_methods, test/test_jit.py::TestClassType::test_overloaded_fn, test/test_jit.py::TestClassType::test_properties, test/test_jit.py::TestClassType::test_py_class_to_ivalue_missing_attribute, test/test_jit.py::TestClassType::test_python_interop, test/test_jit.py::TestClassType::test_recursive_class, test/test_jit.py::TestClassType::test_recursive_script_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_script_module_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_scripting, test/test_jit.py::TestClassType::test_recursive_scripting_failed, test/test_jit.py::TestClassType::test_reference_semantics, test/test_jit.py::TestClassType::test_save_load_with_classes, test/test_jit.py::TestClassType::test_save_load_with_classes_nested, test/test_jit.py::TestClassType::test_save_load_with_classes_returned, test/test_jit.py::TestClassType::test_schema_human_readable, test/test_jit.py::TestClassType::test_self_referential_method, test/test_jit.py::TestClassType::test_set_attr_in_method, test/test_jit.py::TestClassType::test_set_attr_non_initialized, test/test_jit.py::TestClassType::test_set_attr_type_mismatch, test/test_jit.py::TestClassType::test_staticmethod, test/test_jit.py::TestClassType::test_type_annotation, test/test_jit.py::TestClassType::test_type_annotations, test/test_jit.py::TestClassType::test_unresolved_class_attributes, test/test_jit.py::TestClassType::test_unused_method, test/test_jit.py::TestBuiltins::test_del, test/test_jit.py::TestBuiltins::test_del_multiple_operands, test/test_jit.py::TestBuiltins::test_has_attr, test/test_jit.py::TestBuiltins::test_has_attr_invalid_args, test/test_jit.py::TestBuiltins::test_torch_check, test/test_jit.py::TestBuiltins::test_torch_check_invalid_args, test/test_jit.py::TestTensorBuiltins::test_method_on_number, test/test_jit.py::TestTensorBuiltins::test_scalar_to_num_conversions, test/test_jit.py::TestTensorBuiltins::test_tensor_item, test/test_jit.py::TestTensorBuiltins::test_tensor_properties, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign_device, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_inp_out, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_inp, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_out, test/test_jit.py::TestSymbolicShapeAnalysis::test_adaptive_avg_pool2d, test/test_jit.py::TestSymbolicShapeAnalysis::test_arange_shape, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_conv_deconv, test/test_jit.py::TestSymbolicShapeAnalysis::test_convolution_backward, test/test_jit.py::TestSymbolicShapeAnalysis::test_cross_entropy_loss, test/test_jit.py::TestSymbolicShapeAnalysis::test_if_propagation, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_graph_conv, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_refinement_through_graph_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_register_function_error_checking, test/test_jit.py::TestSymbolicShapeAnalysis::test_returning_input_symbolic_shapes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_analysis, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_embedding_bag, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_function_includes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shared_shape_graph, test/test_jit.py::TestSymbolicShapeAnalysis::test_size_and_sizes, test/test_jit.py::TestSymbolicShapeAnalysis::test_squeeze_dims, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_multi_output, test/test_jit.py::TestSymbolicShapeAnalysis::test_sym_ir_parsing, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_write, test/test_jit.py::TestOpDecompositions::test_op_decomposition, test/test_jit.py::TestOpDecompositions::test_registered_decomposition, test/test_jit.py::TestUnsupportedOps::test_factory_ops_requires_grad_fail, test/test_jit.py::TestUnsupportedOps::test_init_ops, test/test_jit.py::TestFreezing::test_freeze_interface_swapping_two_methods, test/test_jit.py::TestFreezing::test_freeze_interface_within_object, test/test_jit.py::TestFreezing::test_freeze_module, test/test_jit.py::TestFreezing::test_freeze_module_detach_gradient, test/test_jit.py::TestFreezing::test_freeze_module_in_training_mode, test/test_jit.py::TestFreezing::test_freeze_module_inlining, test/test_jit.py::TestFreezing::test_freeze_module_no_forward, test/test_jit.py::TestFreezing::test_freeze_module_return_self, test/test_jit.py::TestFreezing::test_freeze_module_return_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr4, test/test_jit.py::TestFreezing::test_freeze_module_with_call_method, test/test_jit.py::TestFreezing::test_freeze_module_with_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_fork2, test/test_jit.py::TestFreezing::test_freeze_module_with_fork_calling_module_method, test/test_jit.py::TestFreezing::test_freeze_module_with_helperfunction, test/test_jit.py::TestFreezing::test_freeze_module_with_inplace_mutable, test/test_jit.py::TestFreezing::test_freeze_module_with_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_dict, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_nested_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasing, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasingscalar, test/test_jit.py::TestFreezing::test_freeze_module_with_non_static_module_container_index, test/test_jit.py::TestFreezing::test_freeze_module_with_overlapping_attrs, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module_and_mutation, test/test_jit.py::TestFreezing::test_freeze_module_with_sharedclasstype, test/test_jit.py::TestFreezing::test_freeze_module_with_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_tuple, test/test_jit.py::TestFreezing::test_freeze_module_with_tupleoutput_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_unused_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method2, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method_on_submodule, test/test_jit.py::TestFreezing::test_freeze_no_forward, test/test_jit.py::TestFreezing::test_freeze_non_interface_module_swap, test/test_jit.py::TestFreezing::test_freeze_non_module_class_getattr, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_same_name, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_with_reassignment, test/test_jit.py::TestFreezing::test_freeze_with_interface_mutable, test/test_jit.py::TestFreezing::test_freeze_with_swapping_interfaces, test/test_jit.py::TestFreezing::test_module_getattr_indirection, test/test_jit.py::TestFreezing::test_module_with_shared_type_instances, test/test_jit.py::TestFrozenOptimizations::test_bn_not_broadcast_with_linear, test/test_jit.py::TestFrozenOptimizations::test_collapse_adjacent_conversions, test/test_jit.py::TestFrozenOptimizations::test_conv_add_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_not_forward, test/test_jit.py::TestFrozenOptimizations::test_conv_hardswish, test/test_jit.py::TestFrozenOptimizations::test_conv_mul_add_bn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn_no_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion_not_forward, test/test_jit.py::TestFrozenOptimizations::test_freeze_mkdlnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_dropout, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_feature_dropout, test/test_jit.py::TestFrozenOptimizations::test_hardswish_hardsigmoid, test/test_jit.py::TestFrozenOptimizations::test_incompatible_perf_formats, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_linear_concat, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_complex, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_different_input, test/test_jit.py::TestFrozenOptimizations::test_linear_multiple_blocks, test/test_jit.py::TestFrozenOptimizations::test_linear_non_constant_weight, test/test_jit.py::TestFrozenOptimizations::test_linear_transpose, test/test_jit.py::TestFrozenOptimizations::test_maxpool_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_fuser_broadcasting, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_inplace_removal, test/test_jit.py::TestFrozenOptimizations::test_numel_less_than_size_with_padding, test/test_jit.py::TestFrozenOptimizations::test_optimize_freeze_module, test/test_jit.py::TestFrozenOptimizations::test_pool2d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_pool3d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_remove_detach, test/test_jit.py::TestFrozenOptimizations::test_remove_detach_not_applied, test/test_jit.py::TestFrozenOptimizations::test_scalar_mul, test/test_jit.py::TestMKLDNNReinplacing::test_always_alive_values, test/test_jit.py::TestMKLDNNReinplacing::test_merge_liveness, test/test_jit.py::TestMKLDNNReinplacing::test_successful, test/test_jit.py::TestMKLDNNReinplacing::test_switch_inputs_to_inplace, test/test_jit.py::TestPeephole::test_conv_dim_folding, test/test_jit.py::TestPeephole::test_integer_refinement, test/test_jit.py::TestPeephole::test_noop_peephole, test/test_jit.py::TestPeephole::test_normalized_is_op, test/test_jit.py::TestPeephole::test_normalized_isnot_op, test/test_jit.py::TestPeephole::test_normalized_rsub, test/test_jit.py::TestPeephole::test_optimize_out_comparison_same_value, test/test_jit.py::TestPeephole::test_peephole, test/test_jit.py::TestPeephole::test_peephole_add_zero, test/test_jit.py::TestPeephole::test_peephole_arith, test/test_jit.py::TestPeephole::test_peephole_cuda, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_dict_modified, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_get_input_arg, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_missing_key, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_simple, test/test_jit.py::TestPeephole::test_peephole_dict_len, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dynamic, test/test_jit.py::TestPeephole::test_peephole_int, test/test_jit.py::TestPeephole::test_peephole_len_list, test/test_jit.py::TestPeephole::test_peephole_list_len, test/test_jit.py::TestPeephole::test_peephole_list_ops, test/test_jit.py::TestPeephole::test_peephole_no_output_aliasing, test/test_jit.py::TestPeephole::test_peephole_optional_refine, test/test_jit.py::TestPeephole::test_peephole_slice_all_three_args, test/test_jit.py::TestPeephole::test_peephole_slice_one_empty_arg, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_list_modified, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_non_const_args, test/test_jit.py::TestPeephole::test_peephole_slice_two_empty_args, test/test_jit.py::TestPeephole::test_peephole_type_refinements, test/test_jit.py::TestPeephole::test_peephole_with_non_output_writes, test/test_jit.py::TestPeephole::test_peephole_with_writes, test/test_jit.py::TestPeephole::test_refine_integer_values, test/test_jit.py::TestPeephole::test_short_circuit_optimization, test/test_jit.py::TestAliasAnalysis::test_becomes_wildcard_annotations, test/test_jit.py::TestAliasAnalysis::test_multiple_compilation_units, test/test_jit.py::TestAliasAnalysis::test_nested_list_construct_not_wildcard, test/test_jit.py::TestAliasAnalysis::test_recursive_calls, test/test_jit.py::TestSaveLoad::test_different_functions, test/test_jit.py::TestSaveLoad::test_different_interfaces, test/test_jit.py::TestSaveLoad::test_different_modules, test/test_jit.py::TestSaveLoad::test_many_collisions, test/test_jit.py::TestSaveLoad::test_save_load_large_string_attribute, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors_to_device, test/test_jit.py::TestSaveLoad::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoad::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoad::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoad::test_save_load_with_saved_traced_inputs, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only_forwardref, test/test_jit.py::TestSaveLoad::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoad::test_save_nonexit_file, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_functions, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_interfaces, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_modules, test/test_jit.py::TestSaveLoadFlatbuffer::test_many_collisions, test/test_jit.py::TestSaveLoadFlatbuffer::test_module_info_flatbuffer, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_reciprocal, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace_out, test/test_jit.py::TestModuleContainers::test_custom_container_forward, test/test_jit.py::TestModuleContainers::test_empty_dict_override_contains, test/test_jit.py::TestModuleContainers::test_module_inplace_construct, test/test_jit.py::TestModuleContainers::test_module_interface_special_methods, test/test_jit.py::TestModuleContainers::test_module_properties, test/test_jit.py::TestModuleContainers::test_moduledict, test/test_jit.py::TestModuleContainers::test_moduledict_getitem, test/test_jit.py::TestModuleContainers::test_moduledict_keyerror, test/test_jit.py::TestModuleContainers::test_normal_list_attribute_with_modules_error, test/test_jit.py::TestModuleContainers::test_parameterdict_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_iter, test/test_jit.py::TestModuleContainers::test_script_module_list_sequential, test/test_jit.py::TestModuleContainers::test_script_modulelist_index, test/test_jit.py::TestModuleContainers::test_sequential_intermediary_types, test/test_jit.py::TestModuleContainers::test_special_method_with_override, test/test_jit.py::TestModuleContainers::test_typed_module_dict, test/test_jit.py::TestModuleContainers::test_typed_module_list, test/test_jit.py::TestPythonBindings::test_add_input, test/test_jit.py::TestPythonBindings::test_aliasdb, test/test_jit.py::TestPythonBindings::test_canonicalize, test/test_jit.py::TestPythonBindings::test_cu_create_function, test/test_jit.py::TestPythonBindings::test_cu_get_functions, test/test_jit.py::TestPythonBindings::test_graph_create, test/test_jit.py::TestPythonBindings::test_graph_iterator_keepalive, test/test_jit.py::TestPythonBindings::test_invalidation, test/test_jit.py::TestPythonIr::test_param_strides, test/test_jit.py::TestPythonIr::test_permute_inputs_binding, test/test_jit.py::TestPythonIr::test_python_ir_utils, test/test_jit.py::TestPythonIr::test_python_ir_utils_graph, test/test_jit.py::TestFunctionalBlocks::test_subgraph_creation, test/test_jit.py::TestRemoveMutation::test_aten_inplace, test/test_jit.py::TestRemoveMutation::test_common_pytorch_list_ops, test/test_jit.py::TestRemoveMutation::test_if_output, test/test_jit.py::TestRemoveMutation::test_if_output_fail, test/test_jit.py::TestRemoveMutation::test_list_indexing_removal, test/test_jit.py::TestRemoveMutation::test_lists_append, test/test_jit.py::TestRemoveMutation::test_lists_insert, test/test_jit.py::TestRemoveMutation::test_special_mapped_op, test/test_jit.py::TestTorchbind::test_default_args, test/test_jit.py::TestTorchbind::test_hasattr, test/test_jit.py::TestTorchbind::test_lambda_as_constructor, test/test_jit.py::TestTorchbind::test_profiler_custom_op, test/test_jit.py::TestTorchbind::test_staticmethod, test/test_jit.py::TestTorchbind::test_torchbind, test/test_jit.py::TestTorchbind::test_torchbind_attr_exception, test/test_jit.py::TestTorchbind::test_torchbind_class_attr_recursive, test/test_jit.py::TestTorchbind::test_torchbind_class_attribute, test/test_jit.py::TestTorchbind::test_torchbind_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_def_property_getter_setter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_just_getter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_readwrite, test/test_jit.py::TestTorchbind::test_torchbind_getattr, test/test_jit.py::TestTorchbind::test_torchbind_getstate, test/test_jit.py::TestTorchbind::test_torchbind_instantiate_missing_class, test/test_jit.py::TestTorchbind::test_torchbind_lambda_method, test/test_jit.py::TestTorchbind::test_torchbind_no_init, test/test_jit.py::TestTorchbind::test_torchbind_optional_explicit_attr, test/test_jit.py::TestTorchbind::test_torchbind_pass_wrong_type, test/test_jit.py::TestTorchbind::test_torchbind_pickle_serialization, test/test_jit.py::TestTorchbind::test_torchbind_python_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_return_instance, test/test_jit.py::TestTorchbind::test_torchbind_return_instance_from_method, test/test_jit.py::TestTorchbind::test_torchbind_return_tuple, test/test_jit.py::TestTorchbind::test_torchbind_save_load, test/test_jit.py::TestTorchbind::test_torchbind_take_as_arg, test/test_jit.py::TestTorchbind::test_torchbind_take_instance_as_method_arg, test/test_jit.py::TestTorchbind::test_torchbind_tracing, test/test_jit.py::TestTorchbind::test_torchbind_tracing_nested, test/test_jit.py::TestModuleInterface::test_freeze_module_with_inplace_mutation_in_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface_and_fork, test/test_jit.py::TestModuleInterface::test_freeze_module_with_mutated_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_setattr_in_interface, test/test_jit.py::TestModuleInterface::test_module_apis_interface, test/test_jit.py::TestModuleInterface::test_module_doc_string, test/test_jit.py::TestModuleInterface::test_module_interface, test/test_jit.py::TestModuleInterface::test_module_interface_inheritance, test/test_jit.py::TestModuleInterface::test_module_interface_subtype, test/test_jit.py::TestModuleInterface::test_module_swap, test/test_jit.py::TestModuleInterface::test_module_swap_no_lazy_compile, test/test_jit.py::TestModuleInterface::test_module_swap_no_module_interface, test/test_jit.py::TestModuleInterface::test_module_swap_wrong_module, test/test_jit.py::TestModuleInterface::test_not_submodule_interface_call, test/test_jit.py::TestModuleInterface::test_script_module_as_interface_swap, test/test_jit.py::TestWith::test_with_as, test/test_jit.py::TestWith::test_with_errors, test/test_jit.py::TestWith::test_with_exceptions, test/test_jit.py::TestWith::test_with_no_as, test/test_jit.py::TestWith::test_with_no_grad, test/test_jit.py::TestWith::test_with_record_function, test/test_jit.py::TestEnum::test_closed_over_enum_constant, test/test_jit.py::TestEnum::test_enum_as_const, test/test_jit.py::TestEnum::test_enum_as_module_attribute, test/test_jit.py::TestEnum::test_enum_comp, test/test_jit.py::TestEnum::test_enum_comp_diff_classes, test/test_jit.py::TestEnum::test_enum_explicit_script, test/test_jit.py::TestEnum::test_enum_iterate, test/test_jit.py::TestEnum::test_enum_ivalue_type, test/test_jit.py::TestEnum::test_enum_module_return, test/test_jit.py::TestEnum::test_enum_name, test/test_jit.py::TestEnum::test_enum_return, test/test_jit.py::TestEnum::test_enum_value, test/test_jit.py::TestEnum::test_enum_value_types, test/test_jit.py::TestEnum::test_heterogenous_value_type_enum_error, test/test_jit.py::TestEnum::test_non_existent_enum_value, test/test_jit.py::TestEnum::test_string_enum_as_module_attribute, test/test_jit.py::TestEnum::test_typed_enum, test/test_jit.py::TestStringFormatting::test_modulo_operator, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_alternate_digit_placeholder, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_capital_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_char_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_true_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_double_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_exponent_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_float_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_lowercase_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_multiple_placeholders, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_format_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_subscript, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_few_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_many_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_unknown_format_specifier, test/test_jit.py::TestProfiler::test_aliasing_merge, test/test_jit.py::TestProfiler::test_autograd_fallback_graph, test/test_jit.py::TestProfiler::test_fallback_graph_not_specialized, test/test_jit.py::TestProfiler::test_iterative_fusion, test/test_jit.py::TestProfiler::test_local_fusion_strategy, test/test_jit.py::TestProfiler::test_not_fusing_scalar_ops, test/test_jit.py::TestProfiler::test_not_optimizing_property, test/test_jit.py::TestProfiler::test_specialize_backward, test/test_jit.py::TestProfiler::test_specialized_types, test/test_jit.py::TestProfiler::test_tensor_constant, test/test_jit.py::TestProfiler::test_tensor_type_not_determined_by_inputs, test/test_jit.py::TestProfiler::test_use_not_profiled, test/test_jit.py::TestSlice::test_module_list_slicing, test/test_jit.py::TestSlice::test_slice_as_variable, test/test_jit.py::TestSlice::test_slice_dynamic_index, test/test_jit.py::TestSlice::test_slice_kwarg, test/test_jit.py::TestSlice::test_slice_one_none, test/test_jit.py::TestSlice::test_slice_start_stop, test/test_jit.py::TestSlice::test_slice_start_stop_step, test/test_jit.py::TestSlice::test_slice_start_stop_with_none, test/test_jit.py::TestSlice::test_slice_stop_clipped, test/test_jit.py::TestSlice::test_slice_stop_only, test/test_jit.py::TestSlice::test_slice_stop_only_with_nones, test/test_jit.py::TestSlice::test_slice_string, test/test_jit.py::TestSlice::test_slice_tensor, test/test_jit.py::TestSlice::test_slice_tensor_multidim, test/test_jit.py::TestSlice::test_slice_tensor_multidim_with_dots, test/test_jit.py::TestSlice::test_slice_three_nones, test/test_jit.py::TestSlice::test_slice_two_nones, test/test_jit.py::TestSlice::test_tuple_slicing, test/test_jit.py::TestIgnorableArgs::test_add_out_ignorable_args, test/test_jit.py::TestIgnorableArgs::test_slice_ignorable_args_for_slice, test/test_jit.py::TestHooks::test_forward_tuple_input, test/test_jit.py::TestHooks::test_hook_compilation_hint, test/test_jit.py::TestHooks::test_hook_hook_name_collision, test/test_jit.py::TestHooks::test_hook_method_name_collision, test/test_jit.py::TestHooks::test_module_direct_forward_invocation, test/test_jit.py::TestHooks::test_module_forward_multiple_inputs, test/test_jit.py::TestHooks::test_module_forward_single_input, test/test_jit.py::TestHooks::test_module_hook_return_nothing, test/test_jit.py::TestHooks::test_module_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_module_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_module_no_forward_input, test/test_jit.py::TestHooks::test_module_same_hook_repeated, test/test_jit.py::TestHooks::test_submodule_called_directly_with_hooks, test/test_jit.py::TestHooks::test_submodule_direct_forward_invocation, test/test_jit.py::TestHooks::test_submodule_forward_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_forward_single_input, test/test_jit.py::TestHooks::test_submodule_forward_single_input_return_not_tupled, test/test_jit.py::TestHooks::test_submodule_hook_return_nothing, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_submodule_no_forward_input, test/test_jit.py::TestHooks::test_submodule_same_hook_repeated, test/test_jit.py::TestHooks::test_wrong_hook_signatures, test/test_jit.py::TestHooks::test_wrong_pre_hook_signatures, test/test_jit.py::TestWarn::test_warn, test/test_jit.py::TestWarn::test_warn_multiple_calls_multiple_warnings, test/test_jit.py::TestWarn::test_warn_multiple_calls_same_func_diff_stack, test/test_jit.py::TestWarn::test_warn_once_per_func, test/test_jit.py::TestWarn::test_warn_once_per_func_in_loop, test/test_jit.py::TestWarn::test_warn_only_once, test/test_jit.py::TestWarn::test_warn_only_once_in_loop_func, test/test_jit.py::TestIsinstance::test_bool, test/test_jit.py::TestIsinstance::test_dict, test/test_jit.py::TestIsinstance::test_dict_nested, test/test_jit.py::TestIsinstance::test_dict_no_contained_type, test/test_jit.py::TestIsinstance::test_dict_tensor, test/test_jit.py::TestIsinstance::test_empty_container_special_cases, test/test_jit.py::TestIsinstance::test_empty_container_throws_warning_in_eager, test/test_jit.py::TestIsinstance::test_float, test/test_jit.py::TestIsinstance::test_if_else, test/test_jit.py::TestIsinstance::test_in_if, test/test_jit.py::TestIsinstance::test_in_while_loop, test/test_jit.py::TestIsinstance::test_int, test/test_jit.py::TestIsinstance::test_list, test/test_jit.py::TestIsinstance::test_list_nested, test/test_jit.py::TestIsinstance::test_list_no_contained_type, test/test_jit.py::TestIsinstance::test_list_tensor, test/test_jit.py::TestIsinstance::test_list_tensor_type_true, test/test_jit.py::TestIsinstance::test_nontuple_container_rhs_throws_in_eager, test/test_jit.py::TestIsinstance::test_optional, test/test_jit.py::TestIsinstance::test_optional_nested, test/test_jit.py::TestIsinstance::test_optional_no_contained_type, test/test_jit.py::TestIsinstance::test_optional_none, test/test_jit.py::TestIsinstance::test_tensor_type_false, test/test_jit.py::TestIsinstance::test_tuple, test/test_jit.py::TestIsinstance::test_tuple_nested, test/test_jit.py::TestIsinstance::test_tuple_no_contained_type, test/test_jit.py::TestIsinstance::test_tuple_rhs, test/test_jit.py::TestIsinstance::test_tuple_tensor, test/test_jit.py::TestIsinstance::test_type_refinement, test/test_jit.py::TestPythonBuiltinOP::test_add, test/test_jit.py::TestPythonBuiltinOP::test_adv_indexing_list, test/test_jit.py::TestPythonBuiltinOP::test_advancedindex, test/test_jit.py::TestPythonBuiltinOP::test_gather, test/test_jit.py::TestPythonBuiltinOP::test_index, test/test_jit.py::TestPythonBuiltinOP::test_index_ellipses, test/test_jit.py::TestPythonBuiltinOP::test_inf, test/test_jit.py::TestPythonBuiltinOP::test_matmul_py3, test/test_jit.py::TestPythonBuiltinOP::test_mul, test/test_jit.py::TestPythonBuiltinOP::test_pow, test/test_jit.py::TestPythonBuiltinOP::test_random, test/test_jit.py::TestPythonBuiltinOP::test_slice, test/test_jit.py::TestPythonBuiltinOP::test_stepped_tuple_slicing, test/test_jit.py::TestPythonBuiltinOP::test_str_to_float, test/test_jit.py::TestPythonBuiltinOP::test_triple, test/test_jit.py::TestTyping::test_bool_list_io, test/test_jit.py::TestTyping::test_dict_comprehension, test/test_jit.py::TestTyping::test_dict_comprehension_scope, test/test_jit.py::TestTyping::test_dict_comprehension_with_type_annotation, test/test_jit.py::TestTyping::test_dict_in_not_in, test/test_jit.py::TestTyping::test_dict_invalid_annotations, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_key_mismatch, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_value_mismatch, test/test_jit.py::TestTyping::test_for_in_dict, test/test_jit.py::TestTyping::test_for_in_string, test/test_jit.py::TestTyping::test_for_tuple_assign, test/test_jit.py::TestTyping::test_for_tuple_unpack, test/test_jit.py::TestTyping::test_inherited_annotations_python_310, test/test_jit.py::TestTyping::test_list_io, test/test_jit.py::TestTyping::test_list_iterables, test/test_jit.py::TestTyping::test_list_sum, test/test_jit.py::TestTyping::test_list_type_refinement_annotation_element_mismatch, test/test_jit.py::TestTyping::test_list_unification, test/test_jit.py::TestTyping::test_multiple_assign, test/test_jit.py::TestTyping::test_namedtuple_error_source_attribution, test/test_jit.py::TestTyping::test_namedtuple_good_error, test/test_jit.py::TestTyping::test_namedtuple_py2, test/test_jit.py::TestTyping::test_namedtuple_redefine, test/test_jit.py::TestTyping::test_nested_list, test/test_jit.py::TestTyping::test_opt_opt_refinement, test/test_jit.py::TestTyping::test_optional_conversion, test/test_jit.py::TestTyping::test_optional_refinement, test/test_jit.py::TestTyping::test_optional_tuple, test/test_jit.py::TestTyping::test_singleton_tuple_unpack, test/test_jit.py::TestTyping::test_sum_list_diff_elms, test/test_jit.py::TestTyping::test_sum_list_empty, test/test_jit.py::TestTyping::test_sum_list_literal, test/test_jit.py::TestTyping::test_sum_list_one, test/test_jit.py::TestTyping::test_sum_list_wrong_type, test/test_jit.py::TestTyping::test_tuple_assignments, test/test_jit.py::TestTyping::test_tuple_create_return, test/test_jit.py::TestTyping::test_tuple_io, test/test_jit.py::TestTyping::test_tuple_keyword, test/test_jit.py::TestTyping::test_tuple_specialization, test/test_jit.py::TestHash::test_hash_bool, test/test_jit.py::TestHash::test_hash_device, test/test_jit.py::TestHash::test_hash_float, test/test_jit.py::TestHash::test_hash_int, test/test_jit.py::TestHash::test_hash_none, test/test_jit.py::TestHash::test_hash_string, test/test_jit.py::TestHash::test_hash_tensor, test/test_jit.py::TestHash::test_hash_tuple, test/test_jit.py::TestHash::test_hash_tuple_nested_unhashable_type, test/test_jit.py::TestComplex::test_binary_op_complex_tensor, test/test_jit.py::TestComplex::test_comparison_ops, test/test_jit.py::TestComplex::test_complex_constants_and_ops, test/test_jit.py::TestComplex::test_complex_constructor, test/test_jit.py::TestComplex::test_complex_list_sum, test/test_jit.py::TestComplex::test_complex_parse, test/test_jit.py::TestComplex::test_complexdict, test/test_jit.py::TestComplex::test_complexlist, test/test_jit.py::TestComplex::test_div, test/test_jit.py::TestComplex::test_infj_nanj_pickle, test/test_jit.py::TestComplex::test_pickle, test/test_jit.py::TestComplex::test_script, test/test_jit.py::TestComplex::test_tensor_attributes, test/test_jit.py::TestComplex::test_torch_complex_constructor_with_tensor, test/test_jit.py::TestJitUtils::test_checkscriptassertraisesregex, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_hybrid, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_keyword_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_or_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_positional, test/test_jit.py::TestJitUtils::test_no_tracer_warn_context_manager, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_and_init_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_only, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_jit_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_tensor, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_falsy_base_type, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_nonempty_container, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_attribute, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_torch_jit_import, test/test_jit.py::TestTypesAndAnnotation::test_annotate_outside_init, test/test_jit.py::TestTypesAndAnnotation::test_bad_types, test/test_jit.py::TestTypesAndAnnotation::test_ignore_with_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_fn_with_nonscriptable_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_module_attributes, test/test_jit.py::TestTypesAndAnnotation::test_inferred_type_error_message, test/test_jit.py::TestTypesAndAnnotation::test_mismatched_annotation, test/test_jit.py::TestTypesAndAnnotation::test_optional_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_parser_bug, test/test_jit.py::TestTypesAndAnnotation::test_pep585_type, test/test_jit.py::TestTypesAndAnnotation::test_python_callable, test/test_jit.py::TestTypesAndAnnotation::test_reannotate, test/test_jit.py::TestTypesAndAnnotation::test_tuple_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_type_annotate_py3, test/test_jit.py::TestTypesAndAnnotation::test_types_as_values, test/test_jit.py::TestTypesAndAnnotation::test_unimported_type_resolution, test/test_jit.py::TestMisc::test_broadcasting_list, test/test_jit.py::TestMisc::test_export_opnames_interface, test/test_jit.py::TestMisc::test_future_isinstance, test/test_jit.py::TestMisc::test_hacked_twin, test/test_jit.py::TestMisc::test_if_returning_any, test/test_jit.py::TestMisc::test_jit_get_operation_order, test/test_jit.py::TestMisc::test_joined_str, test/test_jit.py::TestMisc::test_kwarg_support, test/test_jit.py::TestMisc::test_legacy_tensor_constructor, test/test_jit.py::TestMisc::test_list_literal_infer, test/test_jit.py::TestMisc::test_math_inf, test/test_jit.py::TestMisc::test_parse_ir_annotate, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_negative, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_positive, test/test_jit.py::TestMisc::test_pow_multiple_dtype, test/test_jit.py::TestMisc::test_script_many_decorators, test/test_jit.py::TestMisc::test_str_refine_any, test/test_jit.py::TestMisc::test_subexpression_Dict_int_Future, test/test_jit.py::TestMisc::test_subexpression_Future_annotate, test/test_jit.py::TestMisc::test_subexpression_List_Future, test/test_jit.py::TestMisc::test_subexpression_Optional, test/test_jit.py::TestMisc::test_subexpression_Tuple_int_int_Future, test/test_jit.py::TestMisc::test_tuple_subscripted_assign, test/test_jit.py::TestMisc::test_unsafe_hacked_twin, test/test_jit.py::TestUpgraders::test_add_value_to_version_map, test/test_jit.py::TestUpgraders::test_aten_div_scalar_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_out_at_3, test/test_jit.py::TestUpgraders::test_aten_full_at_4, test/test_jit.py::TestUpgraders::test_aten_full_other_variants, test/test_jit.py::TestUpgraders::test_aten_full_out_at_4, test/test_jit.py::TestUpgraders::test_aten_linspace, test/test_jit.py::TestUpgraders::test_aten_linspace_out, test/test_jit.py::TestUpgraders::test_aten_logspace, test/test_jit.py::TestUpgraders::test_aten_logspace_out, test/test_jit.py::TestUpgraders::test_aten_test_serialization, test/test_jit.py::TestUpgraders::test_populated_test_upgrader_graph, test/test_jit.py::TestUpgraders::test_populated_upgrader_graph, test/test_jit.py::TestTensorCreationOps::test_randperm_default_dtype, test/test_jit.py::TestTensorCreationOps::test_randperm_specifed_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_specified_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_specified_dtype, test/test_jit.py::TestModuleAPIs::test_customized_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_default_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_submodule_customized_state_dict_methods, test/test_jit.py::TestScriptProfile::test_basic, test/test_jit.py::TestScriptProfile::test_empty, test/test_jit.py::TestScriptProfile::test_multi, test/test_jit.py::TestScriptProfile::test_script, test/test_jit.py::TestScriptProfile::test_section, test/test_jit.py::TestFunctionalToInplaceActivation::test_check_no_type_promotion, 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test/test_jit.py::TestScript::test_script_sequential_sliced_iteration, test/test_jit.py::TestScript::test_script_star_assign, test/test_jit.py::TestScript::test_script_star_expr, test/test_jit.py::TestScript::test_script_star_expr_string, test/test_jit.py::TestScript::test_scriptable_fn_as_attr, test/test_jit.py::TestScript::test_scriptmodule_multi_head_attn_cuda, test/test_jit.py::TestScript::test_scriptmodule_releases_tensors_cuda, test/test_jit.py::TestScript::test_scriptmodule_transformer_cuda, test/test_jit.py::TestScript::test_select_after_chunk, test/test_jit.py::TestScript::test_sequence_parsing, test/test_jit.py::TestScript::test_sequential_intermediary_types, test/test_jit.py::TestScript::test_serialization_big_ints, test/test_jit.py::TestScript::test_serialization_sharing, test/test_jit.py::TestScript::test_serialize_long_lines, test/test_jit.py::TestScript::test_serialized_source_ranges, test/test_jit.py::TestScript::test_serialized_source_ranges2, test/test_jit.py::TestScript::test_serialized_source_ranges_dont_jitter, test/test_jit.py::TestScript::test_serialized_source_ranges_graph, test/test_jit.py::TestScript::test_serialized_source_ranges_no_dups, test/test_jit.py::TestScript::test_set_attribute_through_optional, test/test_jit.py::TestScript::test_shape_analysis_grad_property, test/test_jit.py::TestScript::test_shape_analysis_loop, test/test_jit.py::TestScript::test_shape_prop_promote_scalar_arg, test/test_jit.py::TestScript::test_shape_prop_promotion, test/test_jit.py::TestScript::test_signed_float_zero, test/test_jit.py::TestScript::test_single_starred_expr_for_loop, test/test_jit.py::TestScript::test_single_starred_lhs, test/test_jit.py::TestScript::test_singleton_tuple_unpack, test/test_jit.py::TestScript::test_slice_guard_elimination, test/test_jit.py::TestScript::test_split, test/test_jit.py::TestScript::test_stack, test/test_jit.py::TestScript::test_static_if_prop, test/test_jit.py::TestScript::test_static_method_on_module, test/test_jit.py::TestScript::test_static_methods, test/test_jit.py::TestScript::test_str_cast, test/test_jit.py::TestScript::test_string_cu, test/test_jit.py::TestScript::test_string_device_implicit_conversion, test/test_jit.py::TestScript::test_string_frontend_elif, test/test_jit.py::TestScript::test_string_index, test/test_jit.py::TestScript::test_string_len, test/test_jit.py::TestScript::test_string_list, test/test_jit.py::TestScript::test_string_new_line, test/test_jit.py::TestScript::test_string_ops, test/test_jit.py::TestScript::test_string_print, test/test_jit.py::TestScript::test_string_single_escape, test/test_jit.py::TestScript::test_string_slicing, test/test_jit.py::TestScript::test_string_sort, test/test_jit.py::TestScript::test_string_sorted, test/test_jit.py::TestScript::test_submodule_attribute_serialization, test/test_jit.py::TestScript::test_submodule_twice, test/test_jit.py::TestScript::test_sum, test/test_jit.py::TestScript::test_sum_list_diff_elms, test/test_jit.py::TestScript::test_sum_list_empty, test/test_jit.py::TestScript::test_sum_list_literal, test/test_jit.py::TestScript::test_sum_list_one, test/test_jit.py::TestScript::test_sum_list_wrong_type, test/test_jit.py::TestScript::test_sys_stdout_override, test/test_jit.py::TestScript::test_tensor_as_tensor_shape_prop, test/test_jit.py::TestScript::test_tensor_data, test/test_jit.py::TestScript::test_tensor_device, test/test_jit.py::TestScript::test_tensor_dtype, test/test_jit.py::TestScript::test_tensor_grad, test/test_jit.py::TestScript::test_tensor_import_export, test/test_jit.py::TestScript::test_tensor_len, test/test_jit.py::TestScript::test_tensor_number_math, test/test_jit.py::TestScript::test_tensor_number_math_cuda, test/test_jit.py::TestScript::test_tensor_requires_grad, test/test_jit.py::TestScript::test_tensor_shape, test/test_jit.py::TestScript::test_tensor_subclasses, 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test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_delta, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_log_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_LSTMCell, test/test_jit.py::TestJitGeneratedModule::test_nn_LayerNorm_3d_no_affine_large_feature, test/test_jit.py::TestJitGeneratedModule::test_nn_LeakyReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_LogSigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Mish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_0d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_p_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiheadAttention, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_PReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_lhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_rhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_with_non_default_args, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelShuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelUnshuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_RNNCell, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU6_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SiLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Sigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_zero_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_Softplus_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softsign_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanhshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Threshold_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer_multilayer_coder, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Unflatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_launch_configs, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial_special, test/test_jit.py::TestJitGeneratedModule::test_nn_multimarginloss_1d_input_0d_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_special, test/test_jit.py::TestProducerVersion::test_version 2025-09-07T07:01:34.6875270Z 2025-09-07T07:01:36.6644130Z Running nn/test_multihead_attention 1/1 ... [2025-09-07 07:01:36.664211] 2025-09-07T07:01:36.6644940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:01:36.6647360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_multihead_attention.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:01:36.664520] 2025-09-07T07:01:46.0174820Z 2025-09-07T07:01:46.0175570Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_af29edec8dfc4456_.log 2025-09-07T07:01:46.0185820Z Running 19 items in this shard: test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_False, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_True, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_3d_attn_mask, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_fast_path_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_nested_tensor_outside_fast_path, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_no_bias, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attention_dtype_batch_first_cpu_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attention_dtype_batch_first_cpu_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attention_dtype_batch_first_cpu_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attention_dtype_cpu_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attention_dtype_cpu_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attention_dtype_cpu_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attn_fast_path_query_and_bias_have_different_dtypes_cpu_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attn_fast_path_small_test_cpu_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attn_in_proj_bias_none_cpu_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_attn_in_proj_weight_none_cpu_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_self_attn_two_masks_fast_path_cpu, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCPU::test_multihead_self_attn_two_masks_fast_path_mock_cpu 2025-09-07T07:01:46.0192110Z 2025-09-07T07:01:48.1305330Z Running inductor/test_snode_runtime 1/1 ... [2025-09-07 07:01:48.130294] 2025-09-07T07:01:48.1305790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:01:48.1306620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_snode_runtime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:01:48.130562] 2025-09-07T07:01:49.7623270Z 2025-09-07T07:01:49.7624030Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_ef569ab1fc1e7ab6_.log 2025-09-07T07:01:49.8001560Z Running 832 items in this shard: test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_unbacked_dim1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_no_grad_param_inplace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_no_grad_param_inplace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_additional_inputs_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_args_type_checked_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attention_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attr_assignment_extra_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_constrain_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_baddbmm_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_bincount_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_buffer_util_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_constructor_torch_ir_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_constructor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_wrong_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_ccode_python_mod_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_check_specialized_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_checks_to_constrain_range_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colin_unbacked_backed_vr_sub_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colon_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_compiling_state_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_access_identical_symint_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_branches_return_constant_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_branches_return_same_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_int_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_aliasing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_input_naming_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_no_user_inp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_dup_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_requires_grad_const_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_return_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_with_non_functional_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_with_non_functional_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_in_eager_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_conv_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_crop_like_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cse_for_symint_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_preserve_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_default_decomposition_core_cia_ops_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_1_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_integer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_detect_leak_nonstrict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_detect_leak_nonstrict_with_stacktrace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_detect_leak_strict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_gpu_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_float_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_static_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_1_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_auto_and_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_hint_range_violations_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_hint_ranges_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_gather_into_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_gather_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_reduce_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_to_all_single_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_reduce_scatter_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_double_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_lr_shift_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_bounds_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_dataclass_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_inferred_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_sym_round_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_ends_of_bounds_oblivious_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_exception_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_expand_copy_export_handles_implicit_true_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_as_backend_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_lifted_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_symbol_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_symbol_scandim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_aten_to_unflatten_subclass_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_aten_to_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_op_lib_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_triton_kernel_mutable_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_triton_kernel_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cyclic_reference_leak_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_dynamo_config_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_function_schema_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_bug_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_max_nonstrict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_max_onnx_reported_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_mod_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_scan_pytree_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_script_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_statically_known_true_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_autocast_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_weights_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_filter_traceback_frames_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_from_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fqn_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_from_node_metadata_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_full_on_scalar_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_function_holding_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hints_wrapper_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_functional_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_class_method_recursive_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_class_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_int_shape_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_intermediate_shape_comp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_exporting_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_non_negative_check_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_nonzero_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_isnonzero_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_113041_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_157289_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_istft_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwarg_dynamic_shapes_diff_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwargs_reorder_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_layer_norm_unbacked_normalized_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_layer_sharing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lazy_module_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_linear_conv_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_malformed_fqn_from_source_name_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mask_nonzero_static_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_masked_select_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_math_pow_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mixed_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_dict_key_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_input_subclasses_parameterization_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_list_slice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_more_multidimensional_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multidimensional_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multinomial_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_check_is_size_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_3_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_persistent_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_none_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_not_registered_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_operator_aten_tensor_mode_variant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_output_node_name_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pad_sequence_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_param_util_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_partial_patched_forward_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_order_variadic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_update_preserving_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_cond_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_profiling_code_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_python_asserts_with_sym_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_data_class_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_range_constraints_with_replacement_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_register_constant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_repeat_interleave_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_replace_unbacked_with_very_large_upperbound_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_replaced_unbacked_bindings_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_reshape_view_helper_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retracable_ep_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retrace_pre_autograd_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decompositions_keep_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_with_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sdpa_gqa_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sequential_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_example_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_as_side_effect_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_empty_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_shared_submodule_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_export_for_training_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_unbacked_view_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_size_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_slice_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_stack_trace_make_fx_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_stack_trace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_primitives_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_tensors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_static_dim_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_complicated_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_const_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclasses_parameterization_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclasses_parameterization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggest_torch_checks_with_non_negative_check_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggest_torch_checks_with_regular_check_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_float_operators_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_or_sym_and_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_sqrt_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symbool_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symfloat_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_additional_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_ranges_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_shapes_collection_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_tensor_return_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_aten_to_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tolist_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_fn_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_trace_under_fake_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_3d_matmul_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bincount_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_expand_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_infer_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_kth_value_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_linear_layer_norm_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_noncontig_lin_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_pad_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_scalar_constructor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_slice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_unsqueeze_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_buffer_update_child2parent_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_isinstance_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_no_unroll_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_placeholder_update_child2parent_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_aliases_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_constant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_use_embedding_twice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_vmap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_assert_separation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_index_assertions_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_tensor_constant_idx_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_wrapper_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_additional_inputs_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_args_type_checked_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attention_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attr_assignment_extra_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_constrain_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_baddbmm_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_bincount_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_buffer_util_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_constructor_torch_ir_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_constructor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_wrong_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_ccode_python_mod_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_check_specialized_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_checks_to_constrain_range_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colin_unbacked_backed_vr_sub_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colon_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_compiling_state_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_access_identical_symint_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_branches_return_constant_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_branches_return_same_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_int_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_aliasing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_input_naming_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_no_user_inp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_dup_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_requires_grad_const_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_return_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_with_non_functional_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_with_non_functional_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_in_eager_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_conv_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_crop_like_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cse_for_symint_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_preserve_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_default_decomposition_core_cia_ops_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_1_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_integer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_detect_leak_nonstrict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_detect_leak_nonstrict_with_stacktrace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_detect_leak_strict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_gpu_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_float_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_static_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_1_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_auto_and_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_hint_range_violations_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_hint_ranges_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_gather_into_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_gather_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_reduce_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_to_all_single_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_reduce_scatter_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_double_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_lr_shift_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_bounds_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_dataclass_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_inferred_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_sym_round_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_ends_of_bounds_oblivious_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_exception_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_expand_copy_export_handles_implicit_true_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_as_backend_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_lifted_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_symbol_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_symbol_scandim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_aten_to_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_op_lib_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_triton_kernel_mutable_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_triton_kernel_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cyclic_reference_leak_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_dynamo_config_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_function_schema_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_bug_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_max_nonstrict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_max_onnx_reported_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_mod_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_scan_pytree_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_script_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_statically_known_true_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_autocast_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_weights_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_filter_traceback_frames_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_from_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fqn_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_from_node_metadata_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_full_on_scalar_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_function_holding_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hints_wrapper_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_functional_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_class_method_recursive_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_class_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_int_shape_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_intermediate_shape_comp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_exporting_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_non_negative_check_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_nonzero_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_isnonzero_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_113041_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_157289_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_istft_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwarg_dynamic_shapes_diff_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwargs_reorder_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_layer_norm_unbacked_normalized_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_layer_sharing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lazy_module_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_linear_conv_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_malformed_fqn_from_source_name_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mask_nonzero_static_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_masked_select_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_math_pow_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mixed_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_dict_key_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_input_subclasses_parameterization_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_list_slice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_more_multidimensional_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multidimensional_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multinomial_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_check_is_size_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_3_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_persistent_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_none_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_not_registered_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_operator_aten_tensor_mode_variant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_output_node_name_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pad_sequence_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_param_util_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_partial_patched_forward_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_order_variadic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_update_preserving_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_cond_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_profiling_code_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_python_asserts_with_sym_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_data_class_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_range_constraints_with_replacement_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_register_constant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_repeat_interleave_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_replaced_unbacked_bindings_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_reshape_view_helper_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retracable_ep_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retrace_pre_autograd_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decompositions_keep_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_with_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sdpa_gqa_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sequential_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_example_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_as_side_effect_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_empty_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_shared_submodule_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_export_for_training_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_unbacked_view_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_size_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_slice_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_stack_trace_make_fx_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_stack_trace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_primitives_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_tensors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_static_dim_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclasses_parameterization_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclasses_parameterization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_float_operators_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_or_sym_and_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_sqrt_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symbool_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symfloat_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_additional_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_ranges_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_shapes_collection_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_tensor_return_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_aten_to_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tolist_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_fn_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_trace_under_fake_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_3d_matmul_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bincount_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_expand_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_infer_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_kth_value_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_linear_layer_norm_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_noncontig_lin_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_pad_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_scalar_constructor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_slice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_unsqueeze_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_isinstance_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_no_unroll_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_aliases_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_constant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_use_embedding_twice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_vmap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_assert_separation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_index_assertions_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_tensor_constant_idx_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_wrapper_module_training_ir_to_decomp_nonstrict 2025-09-07T07:01:49.8355840Z 2025-09-07T07:01:51.1212720Z 2025-09-07T07:01:51.1213590Z inductor/test_snode_runtime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_snode_runtime_1.1_19c716ec6a4e47c7_.log 2025-09-07T07:01:51.1214100Z 2025-09-07T07:01:51.9767770Z Running distributions/test_constraints 1/1 ... [2025-09-07 07:01:51.976594] 2025-09-07T07:01:51.9769220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:01:51.9771800Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'distributions/test_constraints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:01:51.976850] 2025-09-07T07:01:53.3241850Z Running functorch/test_ac_knapsack 1/1 ... [2025-09-07 07:01:53.324011] 2025-09-07T07:01:53.3242180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:01:53.3245190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_ac_knapsack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:01:53.324269] 2025-09-07T07:01:54.3536430Z 2025-09-07T07:01:54.3538340Z distributions/test_constraints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_constraints_1.1_e20b67c8649256cf_.log 2025-09-07T07:01:54.3570580Z Running 136 items in this shard: test/distributions/test_constraints.py::test_constraint[False-constraint_fn0-False-value0], test/distributions/test_constraints.py::test_constraint[False-constraint_fn1-False-value1], test/distributions/test_constraints.py::test_constraint[False-constraint_fn2-False-value2], test/distributions/test_constraints.py::test_constraint[False-constraint_fn3-True-value3], test/distributions/test_constraints.py::test_constraint[False-constraint_fn4-False-value4], test/distributions/test_constraints.py::test_constraint[False-constraint_fn5-False-value5], test/distributions/test_constraints.py::test_constraint[False-constraint_fn6-True-value6], test/distributions/test_constraints.py::test_constraint[False-constraint_fn7-True-value7], test/distributions/test_constraints.py::test_constraint[False-constraint_fn8-False-value8], test/distributions/test_constraints.py::test_constraint[False-constraint_fn9-True-value9], test/distributions/test_constraints.py::test_constraint[False-constraint_fn10-False-value10], test/distributions/test_constraints.py::test_constraint[False-constraint_fn11-False-value11], test/distributions/test_constraints.py::test_constraint[False-constraint_fn12-True-value12], test/distributions/test_constraints.py::test_constraint[False-constraint_fn13-True-value13], test/distributions/test_constraints.py::test_constraint[False-constraint_fn14-False-value14], test/distributions/test_constraints.py::test_constraint[False-constraint_fn15-True-value15], test/distributions/test_constraints.py::test_constraint[False-constraint_fn16-True-value16], test/distributions/test_constraints.py::test_constraint[False-constraint_fn17-True-value17], test/distributions/test_constraints.py::test_constraint[True-constraint_fn0-False-value0], test/distributions/test_constraints.py::test_constraint[True-constraint_fn1-False-value1], test/distributions/test_constraints.py::test_constraint[True-constraint_fn2-False-value2], test/distributions/test_constraints.py::test_constraint[True-constraint_fn3-True-value3], test/distributions/test_constraints.py::test_constraint[True-constraint_fn4-False-value4], test/distributions/test_constraints.py::test_constraint[True-constraint_fn5-False-value5], test/distributions/test_constraints.py::test_constraint[True-constraint_fn6-True-value6], test/distributions/test_constraints.py::test_constraint[True-constraint_fn7-True-value7], test/distributions/test_constraints.py::test_constraint[True-constraint_fn8-False-value8], test/distributions/test_constraints.py::test_constraint[True-constraint_fn9-True-value9], test/distributions/test_constraints.py::test_constraint[True-constraint_fn10-False-value10], test/distributions/test_constraints.py::test_constraint[True-constraint_fn11-False-value11], test/distributions/test_constraints.py::test_constraint[True-constraint_fn12-True-value12], test/distributions/test_constraints.py::test_constraint[True-constraint_fn13-True-value13], test/distributions/test_constraints.py::test_constraint[True-constraint_fn14-False-value14], test/distributions/test_constraints.py::test_constraint[True-constraint_fn15-True-value15], test/distributions/test_constraints.py::test_constraint[True-constraint_fn16-True-value16], test/distributions/test_constraints.py::test_constraint[True-constraint_fn17-True-value17], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn0-args0], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn1-args1], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn2-args2], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args3], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args4], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args5], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args6], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args10], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args11], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args12], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args13], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn14-args14], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args15], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args16], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args17], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn21-args21], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn22-args22], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn23-args23], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn24-args24], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn0-args0], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn1-args1], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn2-args2], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args3], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args4], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args5], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args6], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args10], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args11], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args12], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args13], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn14-args14], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args15], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args16], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args17], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn21-args21], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn22-args22], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn23-args23], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn24-args24], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn0-args0], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn1-args1], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn2-args2], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args3], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args4], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args5], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args6], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args10], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args11], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args12], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args13], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn14-args14], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args15], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args16], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args17], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn21-args21], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn22-args22], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn23-args23], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn24-args24], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn0-args0], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn1-args1], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn2-args2], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args3], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args4], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args5], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args6], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args10], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args11], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args12], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args13], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn14-args14], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args15], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args16], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args17], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn21-args21], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn22-args22], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn23-args23], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn24-args24] 2025-09-07T07:01:54.3601000Z 2025-09-07T07:01:55.5983630Z 2025-09-07T07:01:55.5984790Z functorch/test_ac_knapsack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_knapsack_1.1_75f13ab971b47a39_.log 2025-09-07T07:01:55.5990190Z Running 15 items in this shard: test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_full_joint_nx_graph, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_knapsack_memory_input, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_knapsack_runtime_input, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_non_ac_peak_memory, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_theoretical_max_runtime, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_inialize_from_graph, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_recomputable_node_only_graph, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_recomputable_node_only_graph_with_larger_graph_context, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_simplified_fx_joint_graph, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_distribution_of_results_for_knapsack_algo, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_knapsack_output_accounting_for_backward_pass, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_knapsack_output_not_accounting_for_backward_pass, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_knapsack_output_with_wrong_sized_values, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_get_backward_memory_from_topologically_sorted_graph, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_get_knee_point_memory_budget 2025-09-07T07:01:55.5994350Z 2025-09-07T07:01:56.5842550Z Running profiler/test_record_function 1/1 ... [2025-09-07 07:01:56.584039] 2025-09-07T07:01:56.5843390Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:01:56.5844800Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_record_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:01:56.584313] 2025-09-07T07:01:57.7727120Z Running export/test_serialize 1/1 ... [2025-09-07 07:01:57.772499] 2025-09-07T07:01:57.7728170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:01:57.7730300Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_serialize.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:01:57.772746] 2025-09-07T07:01:58.7532310Z 2025-09-07T07:01:58.7533150Z profiler/test_record_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_record_function_1.1_65c6a555ff7da4ff_.log 2025-09-07T07:01:58.7535460Z Running 4 items in this shard: test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_delegation_with_profiler, test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_with_record_function, test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_with_record_function_fork, test/profiler/test_record_function.py::TestRecordFunction::test_record_function 2025-09-07T07:01:58.7536810Z 2025-09-07T07:02:00.7656980Z Running test_ops_gradients 1/1 ... [2025-09-07 07:02:00.765507] 2025-09-07T07:02:00.7657730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:02:00.7659780Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:02:00.765788] 2025-09-07T07:02:05.4702580Z 2025-09-07T07:02:05.4704070Z export/test_serialize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serialize_1.1_97624e00a6ee0a26_.log 2025-09-07T07:02:05.4729530Z Running 108 items in this shard: test/export/test_serialize.py::TestSerialize::test_canonicalize, test/export/test_serialize.py::TestSerialize::test_complex_constant, test/export/test_serialize.py::TestSerialize::test_empty_constant, test/export/test_serialize.py::TestSerialize::test_empty_state_dict, test/export/test_serialize.py::TestSerialize::test_export_example_inputs_preserved, test/export/test_serialize.py::TestSerialize::test_export_with_extension_op_serialization, test/export/test_serialize.py::TestSerialize::test_int_list, test/export/test_serialize.py::TestSerialize::test_kwargs_default, test/export/test_serialize.py::TestSerialize::test_metadata_parsing_with_layer_split, test/export/test_serialize.py::TestSerialize::test_metadata_run_decomp_serder, test/export/test_serialize.py::TestSerialize::test_multi_return_some_unused, test/export/test_serialize.py::TestSerialize::test_nested_layer_split, test/export/test_serialize.py::TestSerialize::test_nonfinite_inputs, test/export/test_serialize.py::TestSerialize::test_predispatch_export_with_autograd_op, test/export/test_serialize.py::TestSerialize::test_preserve_aliasing, test/export/test_serialize.py::TestSerialize::test_rational_ranges, test/export/test_serialize.py::TestSerialize::test_serialize_constant_outputs, test/export/test_serialize.py::TestSerialize::test_serialize_infinite_sym_int, test/export/test_serialize.py::TestSerialize::test_serialize_list_returns, test/export/test_serialize.py::TestSerialize::test_serialize_multiple_returns_from_node, test/export/test_serialize.py::TestSerialize::test_serialize_param_mutation, test/export/test_serialize.py::TestSerialize::test_serialize_sym_float, test/export/test_serialize.py::TestSerialize::test_serialize_sym_int, test/export/test_serialize.py::TestSerialize::test_storage_offset, test/export/test_serialize.py::TestSerialize::test_symint_list, test/export/test_serialize.py::TestSerialize::test_triton_hop, test/export/test_serialize.py::TestDeserialize::test_arg_from, test/export/test_serialize.py::TestDeserialize::test_auto_functionalize, test/export/test_serialize.py::TestDeserialize::test_basic, test/export/test_serialize.py::TestDeserialize::test_cond, test/export/test_serialize.py::TestDeserialize::test_constraints, test/export/test_serialize.py::TestDeserialize::test_custom_obj, test/export/test_serialize.py::TestDeserialize::test_custom_obj_list_out, test/export/test_serialize.py::TestDeserialize::test_custom_obj_tuple_out, test/export/test_serialize.py::TestDeserialize::test_device, test/export/test_serialize.py::TestDeserialize::test_dynamic, test/export/test_serialize.py::TestDeserialize::test_export_no_inputs, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_assume_constant_result, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_autograd_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_class_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_class_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_nested_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_nonlocal_variables, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_closed_over_variable, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_operands, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_predicate, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_constrain_as_size_example, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_constrain_as_value_example, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_decorator, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dictionary, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_assert, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_constructor, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_if_guard, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_map, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_slicing, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_view, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_fn_with_kwargs, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_list_contains, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_list_unpack, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_nested_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_null_context_manager, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_pytree_flatten, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_scalar_output, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_specialized_attribute, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_static_for_loop, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_static_if, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_tensor_setattr, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_type_reflection_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_user_input_mutation, test/export/test_serialize.py::TestDeserialize::test_forward_compatibility, test/export/test_serialize.py::TestDeserialize::test_get_attr, test/export/test_serialize.py::TestDeserialize::test_get_attr_list, test/export/test_serialize.py::TestDeserialize::test_hoo_symint_input, test/export/test_serialize.py::TestDeserialize::test_list_of_optional_tensors, test/export/test_serialize.py::TestDeserialize::test_map, test/export/test_serialize.py::TestDeserialize::test_module, test/export/test_serialize.py::TestDeserialize::test_module_meta, test/export/test_serialize.py::TestDeserialize::test_multi_return, test/export/test_serialize.py::TestDeserialize::test_multiple_getitem, test/export/test_serialize.py::TestDeserialize::test_none_input, test/export/test_serialize.py::TestDeserialize::test_optional_tuple, test/export/test_serialize.py::TestDeserialize::test_positional_argument_with_default_value, test/export/test_serialize.py::TestDeserialize::test_pytree_namedtuple, test/export/test_serialize.py::TestDeserialize::test_serialize_float8, test/export/test_serialize.py::TestDeserialize::test_shape, test/export/test_serialize.py::TestDeserialize::test_sym_bool, test/export/test_serialize.py::TestDeserialize::test_sym_bool_dynamic_shapes, test/export/test_serialize.py::TestDeserialize::test_sym_bool_torch_check_equal, test/export/test_serialize.py::TestDeserialize::test_sym_float, test/export/test_serialize.py::TestDeserialize::test_sym_int_torch_check_equal, test/export/test_serialize.py::TestDeserialize::test_sym_ite, test/export/test_serialize.py::TestDeserialize::test_tensor_tensor_list, test/export/test_serialize.py::TestDeserialize::test_unbacked_bindings_serialize, test/export/test_serialize.py::TestSchemaVersioning::test_error, test/export/test_serialize.py::TestSaveLoad::test_save_buffer, test/export/test_serialize.py::TestSaveLoad::test_save_constants, test/export/test_serialize.py::TestSaveLoad::test_save_extra, test/export/test_serialize.py::TestSaveLoad::test_save_file, test/export/test_serialize.py::TestSaveLoad::test_save_path, test/export/test_serialize.py::TestSaveLoad::test_version_error, test/export/test_serialize.py::TestSerializeCustomClass::test_backed_size_oblivious_serdes, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class_containing_fake_tensor, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class_input_to_function, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_copy, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_decomp, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_serialization, test/export/test_serialize.py::TestSerializeCustomClass::test_unbacked_range_serdes 2025-09-07T07:02:05.4751830Z 2025-09-07T07:02:07.4721180Z Running functorch/test_vmap 1/1 ... [2025-09-07 07:02:07.471889] 2025-09-07T07:02:07.4721960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:02:07.4724500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_vmap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:02:07.472149] 2025-09-07T07:07:06.1206840Z 2025-09-07T07:07:06.1208150Z test_ops_gradients 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.1_c6fc582609c5dbf5_.log 2025-09-07T07:07:06.2547750Z Running 5391 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_H_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_H_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyCatCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyCubeCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyMulCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyMulScalarCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyNMSCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyNonzeroCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpySortCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpySplitCopyCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpySplitCopyWithIntCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyTakeCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyViewCopyCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_T_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_T_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___getitem___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___getitem___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___radd___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___radd___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rdiv___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rdiv___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rmatmul___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rmatmul___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rmod___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rmul___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rmul___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rpow___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rpow___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rsub___cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad___rsub___cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__batch_norm_with_update_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__chunk_cat_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__chunk_cat_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__native_batch_norm_legit_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__segment_reduce_lengths_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__segment_reduce_offsets_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__softmax_backward_data_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__unsafe_masked_index_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__unsafe_masked_index_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__unsafe_masked_index_put_accumulate_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__unsafe_masked_index_put_accumulate_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad__upsample_bilinear2d_aa_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_abs_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_abs_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_acos_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_acos_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_acosh_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_acosh_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_add_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_add_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addbmm_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addbmm_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addcdiv_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addcdiv_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addcmul_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addcmul_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addmm_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addmm_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addmm_decomposed_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addmm_decomposed_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addmv_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addmv_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addr_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_addr_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_alias_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_alias_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_all_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_all_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_allclose_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_allclose_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_amax_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_amin_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_aminmax_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_angle_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_angle_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_any_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_any_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_arange_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_argmax_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_argmin_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_argsort_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_argwhere_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_argwhere_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_partial_views_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_partial_views_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_scatter_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_as_strided_scatter_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_asin_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_asin_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_asinh_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_asinh_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atan2_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atan_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atan_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atanh_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atanh_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atleast_1d_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atleast_1d_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atleast_2d_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atleast_2d_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atleast_3d_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_atleast_3d_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_baddbmm_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_baddbmm_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_bernoulli_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_bfloat16_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_bfloat16_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_block_diag_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_block_diag_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_bmm_cpu_complex128, 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test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_i1_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_k0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_k1_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_ndtr_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_ndtri_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_polygamma_special_polygamma_n_0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_scaled_modified_bessel_k0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_scaled_modified_bessel_k1_cpu_float64, 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test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_list_args_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_list_args_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sqrt_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sqrt_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_square_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_square_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_multiple_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_multiple_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stack_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stack_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stft_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stft_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sub_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sub_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_to_size_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_to_size_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_lowrank_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_lowrank_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_along_dim_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_along_dim_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tan_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tan_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tanh_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tanh_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensor_split_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensor_split_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensordot_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensordot_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tile_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tile_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_sparse_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_sparse_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_topk_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_torch_ops_aten__safe_softmax_default_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trace_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trace_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapezoid_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapezoid_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapz_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapz_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triangular_solve_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triangular_solve_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tril_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tril_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triu_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triu_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_true_divide_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_true_divide_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trunc_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unflatten_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unflatten_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_uniform_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_uniform_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unique_consecutive_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unique_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_chunk_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_chunk_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_split_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_split_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vdot_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vdot_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_complex_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_real_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vsplit_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vsplit_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vstack_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vstack_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_where_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_where_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_xlogy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zero__cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zero__cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_like_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_like_cpu_float64 2025-09-07T07:07:06.3815130Z 2025-09-07T07:07:08.3144840Z Running dynamo/test_flat_apply 1/1 ... [2025-09-07 07:07:08.314273] 2025-09-07T07:07:08.3145640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:08.3147580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:08.314561] 2025-09-07T07:07:10.9397420Z 2025-09-07T07:07:10.9400970Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_3fbe27b5c5d69d7d_.log 2025-09-07T07:07:10.9403050Z Running 4 items in this shard: test/dynamo/test_flat_apply.py::FlatApplyTests::test_non_tensor_output, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_captured_tensor_post_aot_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_dynamo_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_simple 2025-09-07T07:07:10.9406460Z 2025-09-07T07:07:13.1579930Z Running export/test_unflatten 1/1 ... [2025-09-07 07:07:13.157826] 2025-09-07T07:07:13.1580740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:13.1587510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:13.158083] 2025-09-07T07:07:18.0882910Z 2025-09-07T07:07:18.0884360Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_65faf44177c1bd66_.log 2025-09-07T07:07:18.0901500Z Running 28 items in this shard: test/export/test_unflatten.py::TestUnflatten::test_assert_tensor_metadata_stack, test/export/test_unflatten.py::TestUnflatten::test_attr_as_submod_input, test/export/test_unflatten.py::TestUnflatten::test_dedup_sym_size, test/export/test_unflatten.py::TestUnflatten::test_double_nested_submodule, test/export/test_unflatten.py::TestUnflatten::test_duplicate_placeholder, test/export/test_unflatten.py::TestUnflatten::test_fx_trace, test/export/test_unflatten.py::TestUnflatten::test_nested_leaf_non_strict, test/export/test_unflatten.py::TestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened, test/export/test_unflatten.py::TestUnflatten::test_simple_alias, test/export/test_unflatten.py::TestUnflatten::test_unflatten_buffer_mutation, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_obj, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_tensor, test/export/test_unflatten.py::TestUnflatten::test_unflatten_container_type, test/export/test_unflatten.py::TestUnflatten::test_unflatten_eager, test/export/test_unflatten.py::TestUnflatten::test_unflatten_empty_branch, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested_access, test/export/test_unflatten.py::TestUnflatten::test_unflatten_none, test/export/test_unflatten.py::TestUnflatten::test_unflatten_param_list_dict, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_signature, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_with_unused_input, test/export/test_unflatten.py::TestUnflatten::test_unflatten_requires_grad_param, test/export/test_unflatten.py::TestUnflatten::test_unflatten_shared_submodule, test/export/test_unflatten.py::TestUnflatten::test_unflatten_skipped_call_module, test/export/test_unflatten.py::TestUnflatten::test_unflatten_submodule_ordering, test/export/test_unflatten.py::TestUnflatten::test_unflatten_with_inplace_compile, test/export/test_unflatten.py::TestUnflatten::test_unflatten_wrong_input, test/export/test_unflatten.py::TestUnflatten::test_unflattened_module_nodes_has_meta_val 2025-09-07T07:07:18.0916150Z 2025-09-07T07:07:20.2604660Z Running lazy/test_step_closures 1/1 ... [2025-09-07 07:07:20.260149] 2025-09-07T07:07:20.2605720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:20.2606570Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'lazy/test_step_closures.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:20.260566] 2025-09-07T07:07:24.4745370Z 2025-09-07T07:07:24.4746990Z lazy/test_step_closures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_step_closures_1.1_f0e4226dd3668592_.log 2025-09-07T07:07:24.4750470Z Running 4 items in this shard: test/lazy/test_step_closures.py::ClosuresTest::test_asynchronous, test/lazy/test_step_closures.py::ClosuresTest::test_asynchronous_exception, test/lazy/test_step_closures.py::ClosuresTest::test_synchronous, test/lazy/test_step_closures.py::ClosuresTest::test_synchronous_exception 2025-09-07T07:07:24.4751410Z 2025-09-07T07:07:26.8486150Z Running test_monitor 1/1 ... [2025-09-07 07:07:26.848437] 2025-09-07T07:07:26.8486860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:26.8488940Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_monitor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:26.848698] 2025-09-07T07:07:29.3658140Z 2025-09-07T07:07:29.3661830Z test_monitor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_monitor_1.1_3fad1f6762a435c1_.log 2025-09-07T07:07:29.3663320Z Running 6 items in this shard: test/test_monitor.py::TestMonitor::test_event_handler, test/test_monitor.py::TestMonitor::test_fixed_count_stat, test/test_monitor.py::TestMonitor::test_interval_stat, test/test_monitor.py::TestMonitor::test_log_event, test/test_monitor.py::TestMonitor::test_wait_counter, test/test_monitor.py::TestMonitorTensorboard::test_event_handler 2025-09-07T07:07:29.3664420Z 2025-09-07T07:07:31.5843480Z Running functorch/test_logging 1/1 ... [2025-09-07 07:07:31.584141] 2025-09-07T07:07:31.5844270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:31.5847390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:31.584447] 2025-09-07T07:07:33.8141190Z 2025-09-07T07:07:33.8143130Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_e1d03c3c26e4b7a7_.log 2025-09-07T07:07:33.8144240Z Running 1 items in this shard: test/functorch/test_logging.py::TestAOTLogging::test_logging 2025-09-07T07:07:33.8144530Z 2025-09-07T07:07:35.0250560Z 2025-09-07T07:07:35.0251550Z functorch/test_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_1.1_78efbfb6c0dc76ca_.log 2025-09-07T07:07:35.0850940Z Running 2126 items in this shard: test/functorch/test_vmap.py::TestVmapAPI::test_accepts_nested_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_backward_unsupported_interaction, test/functorch/test_vmap.py::TestVmapAPI::test_batch_rule_does_not_need_to_handle_no_batched_input, test/functorch/test_vmap.py::TestVmapAPI::test_batched_gradient_basic, test/functorch/test_vmap.py::TestVmapAPI::test_checkpoint, test/functorch/test_vmap.py::TestVmapAPI::test_constant_function, test/functorch/test_vmap.py::TestVmapAPI::test_data_attribute, test/functorch/test_vmap.py::TestVmapAPI::test_data_dependent_control_flow_throws, test/functorch/test_vmap.py::TestVmapAPI::test_decomposition_under_python_dispatcher, test/functorch/test_vmap.py::TestVmapAPI::test_different_map_dim_size_raises, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_does_not_warn_by_default, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_masked_fill, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_multiple_returns, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_warning, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_warns_when_warnings_are_enabled, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_with_undefined_grad, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_zero_dim, test/functorch/test_vmap.py::TestVmapAPI::test_func_with_no_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_func_with_no_tensors, test/functorch/test_vmap.py::TestVmapAPI::test_functools_partial, test/functorch/test_vmap.py::TestVmapAPI::test_grad_unsupported_interaction, test/functorch/test_vmap.py::TestVmapAPI::test_in_dim_not_in_tensor_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_in_dims_wrong_type_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_nary_different_levels, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_nary_same_levels, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_unary, test/functorch/test_vmap.py::TestVmapAPI::test_integer_in_dim_but_not_tensor_input_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_item_throws, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_outputs, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_outputs2, test/functorch/test_vmap.py::TestVmapAPI::test_nested_negative_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_non_default_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_diag_embed, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_different_map_dim, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_same_map_dim, test/functorch/test_vmap.py::TestVmapAPI::test_nn_module, test/functorch/test_vmap.py::TestVmapAPI::test_non_default_in_dims_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_non_tensor_output_raises, test/functorch/test_vmap.py::TestVmapAPI::test_non_zero_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_none_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nonzero_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_noop_in_inner_vmap, test/functorch/test_vmap.py::TestVmapAPI::test_not_enough_in_dims_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dim_out_of_bounds_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_and_num_outputs_mismatch_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_edge_case, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_must_be_int_or_collection_of_int_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_none, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_none_tuple, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_normal_tensor, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_odict_returns, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns_broadcast_nested, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns_broadcast_simple, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns_outdims, test/functorch/test_vmap.py::TestVmapAPI::test_reshape_dim_into, test/functorch/test_vmap.py::TestVmapAPI::test_reshape_dim_outof, test/functorch/test_vmap.py::TestVmapAPI::test_restore_vmap_no_vmapped_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_restore_vmap_pytree_input_output, test/functorch/test_vmap.py::TestVmapAPI::test_restore_vmap_unexpanded_outputs, test/functorch/test_vmap.py::TestVmapAPI::test_single_input, test/functorch/test_vmap.py::TestVmapAPI::test_unsupported_op_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_vmap_autocast_cpu, test/functorch/test_vmap.py::TestVmapAPI::test_vmap_autocast_cuda, test/functorch/test_vmap.py::TestVmapOperators::test_T_numpy, test/functorch/test_vmap.py::TestVmapOperators::test_adaptive_avg_pool2d, test/functorch/test_vmap.py::TestVmapOperators::test_argmax_dim, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_add, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_add_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_div, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_div_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_mul, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_mul_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_pow, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_pow_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_sub, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_sub_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_as_strided, test/functorch/test_vmap.py::TestVmapOperators::test_bmm, test/functorch/test_vmap.py::TestVmapOperators::test_cat, test/functorch/test_vmap.py::TestVmapOperators::test_chunk, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_clamp, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_inplace_variant_clamp_max_, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_inplace_variant_clamp_min_, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_variant_clamp_max, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_variant_clamp_min, test/functorch/test_vmap.py::TestVmapOperators::test_clone, test/functorch/test_vmap.py::TestVmapOperators::test_comparison_ops, test/functorch/test_vmap.py::TestVmapOperators::test_conj, test/functorch/test_vmap.py::TestVmapOperators::test_conj_bit, test/functorch/test_vmap.py::TestVmapOperators::test_contiguous, test/functorch/test_vmap.py::TestVmapOperators::test_conv2d, test/functorch/test_vmap.py::TestVmapOperators::test_copy_, test/functorch/test_vmap.py::TestVmapOperators::test_cross_batch_size_three, test/functorch/test_vmap.py::TestVmapOperators::test_diagonal, test/functorch/test_vmap.py::TestVmapOperators::test_dot, test/functorch/test_vmap.py::TestVmapOperators::test_expand_as, test/functorch/test_vmap.py::TestVmapOperators::test_fill_and_zero_inplace, test/functorch/test_vmap.py::TestVmapOperators::test_imag, test/functorch/test_vmap.py::TestVmapOperators::test_is_complex, test/functorch/test_vmap.py::TestVmapOperators::test_is_contiguous, test/functorch/test_vmap.py::TestVmapOperators::test_is_floating_point, test/functorch/test_vmap.py::TestVmapOperators::test_mean, test/functorch/test_vmap.py::TestVmapOperators::test_mean_dim, test/functorch/test_vmap.py::TestVmapOperators::test_mm, test/functorch/test_vmap.py::TestVmapOperators::test_mode_key, test/functorch/test_vmap.py::TestVmapOperators::test_movedim, test/functorch/test_vmap.py::TestVmapOperators::test_mv, test/functorch/test_vmap.py::TestVmapOperators::test_narrow, test/functorch/test_vmap.py::TestVmapOperators::test_new_empty, test/functorch/test_vmap.py::TestVmapOperators::test_new_empty_strided, test/functorch/test_vmap.py::TestVmapOperators::test_new_zeros, test/functorch/test_vmap.py::TestVmapOperators::test_nll_loss, test/functorch/test_vmap.py::TestVmapOperators::test_one_hot, test/functorch/test_vmap.py::TestVmapOperators::test_real, test/functorch/test_vmap.py::TestVmapOperators::test_repeat, test/functorch/test_vmap.py::TestVmapOperators::test_reshape, test/functorch/test_vmap.py::TestVmapOperators::test_reshape_as, test/functorch/test_vmap.py::TestVmapOperators::test_result_type, test/functorch/test_vmap.py::TestVmapOperators::test_roll_no_dims, test/functorch/test_vmap.py::TestVmapOperators::test_select, test/functorch/test_vmap.py::TestVmapOperators::test_silu_backward, test/functorch/test_vmap.py::TestVmapOperators::test_slice, test/functorch/test_vmap.py::TestVmapOperators::test_slogdet, test/functorch/test_vmap.py::TestVmapOperators::test_split, test/functorch/test_vmap.py::TestVmapOperators::test_squeeze, test/functorch/test_vmap.py::TestVmapOperators::test_stack, test/functorch/test_vmap.py::TestVmapOperators::test_stride, test/functorch/test_vmap.py::TestVmapOperators::test_sum, test/functorch/test_vmap.py::TestVmapOperators::test_sum_dim, test/functorch/test_vmap.py::TestVmapOperators::test_t, test/functorch/test_vmap.py::TestVmapOperators::test_tensor_split, test/functorch/test_vmap.py::TestVmapOperators::test_to, test/functorch/test_vmap.py::TestVmapOperators::test_trace, test/functorch/test_vmap.py::TestVmapOperators::test_transpose, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_abs, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_acos, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_asin, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_atan, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_ceil, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_cos, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_cosh, 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test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_sum_to_size_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_svd_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_svd_lowrank_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_t_copy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_t_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_take_along_dim_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_take_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tan_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tanh_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tensor_split_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tensordot_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tile_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_to_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_to_sparse_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_topk_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_torch__scaled_mm_cpu_float8_e4m3fn, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_trace_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_transpose_copy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_transpose_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_trapezoid_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_trapz_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_triangular_solve_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tril_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_tril_indices_cpu_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_triu_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_triu_indices_cpu_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_true_divide_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_trunc_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unbind_copy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unbind_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unflatten_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unfold_copy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unfold_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_uniform_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unique_consecutive_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unique_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unravel_index_cpu_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unsafe_chunk_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unsafe_split_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unsqueeze_copy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_unsqueeze_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_var_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_var_mean_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_var_mean_unbiased_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_var_unbiased_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_vdot_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_view_as_complex_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_view_as_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_view_as_real_cpu_complex64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_view_copy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_view_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_vsplit_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_vstack_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_where_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_xlogy_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_zero__cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_zeros_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_exhaustive_zeros_like_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_cholesky_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_cholesky_ex_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_cond_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_cross_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_det_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_diagonal_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_eig_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_eigh_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_eigvals_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_eigvalsh_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_householder_product_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_inv_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_inv_ex_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_ldl_factor_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_ldl_solve_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_lstsq_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_lstsq_grad_oriented_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_lu_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_lu_factor_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_lu_factor_ex_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_lu_solve_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_matrix_norm_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_matrix_power_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_matrix_rank_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_multi_dot_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_norm_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_pinv_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_pinv_hermitian_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_pinv_singular_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_qr_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_slogdet_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_solve_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_solve_ex_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_solve_triangular_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_svd_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_svdvals_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_tensorinv_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_tensorsolve_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_vander_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_vecdot_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_linalg_failure_1D_input_linalg_vector_norm_cpu_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_multi_dot_failure_1D_input_cpu, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCPU::test_vmap_with_anomaly_detection_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_add_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_binary_cross_entropy_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_diagonal_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_div_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_expand_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_index_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_inplace_manyview_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_inplace_view_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_lgamma_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_log1p_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_log_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_log_softmax_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_logsumexp_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_max_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_median_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_min_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_mul_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_permute_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_randomness_backend0_randomness_different_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_randomness_backend0_randomness_error_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_randomness_backend0_randomness_same_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_reshape_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_sdpa_backend0_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_select_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_sigmoid_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_slice_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_stack_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_sub_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_threshold_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_trace_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_unrelated_output_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_unrelated_output_multiple_grad_cpu, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_vmap_fallback_check_ok, test/functorch/test_vmap.py::TestVmapBatchedGradientCPU::test_where_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_grad_and_value_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_grad_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_jacfwd_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_jacrev_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_jvp_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_vjp_cpu, test/functorch/test_vmap.py::TestTransformFailureCPU::test_fails_with_autograd_function_transform_vmap_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_different_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_different_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_different_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_error_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_error_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_error_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_same_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_same_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_alpha_dropout_randomness_same_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_first_batched_probability_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_first_batched_probability_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_first_batched_probability_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_last_batched_probability_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_last_batched_probability_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_last_batched_probability_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_none_batched_probability_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_none_batched_probability_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_none_batched_probability_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_first_batched_probability_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_first_batched_probability_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_first_batched_probability_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_last_batched_probability_first_cpu, 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test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_first_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_first_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_first_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_last_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_last_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_last_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_none_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_none_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_none_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_first_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_first_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_first_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_last_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_last_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_last_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_none_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_none_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_none_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_first_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_first_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_first_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_last_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_last_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_last_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_none_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_none_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_none_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_first_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_first_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_first_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_last_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_last_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_last_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_none_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_none_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_none_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_first_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_first_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_first_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_last_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_last_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_last_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_none_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_none_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_none_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_first_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_first_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_first_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_last_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_last_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_last_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_none_batched_other_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_none_batched_other_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_none_batched_other_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_different_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_different_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_different_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_error_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_error_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_error_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_same_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_same_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_False_randomness_same_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_different_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_different_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_different_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_error_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_error_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_error_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_same_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_same_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_inplace_use_generator_True_randomness_same_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_different_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_different_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_different_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_error_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_error_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_error_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_same_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_same_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_False_randomness_same_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_different_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_different_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_different_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_error_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_error_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_error_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_same_batched_input_first_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_same_batched_input_last_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_random_unary_out_of_place_use_generator_True_randomness_same_batched_input_none_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_randperm_randomness_different_use_generator_False_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_randperm_randomness_different_use_generator_True_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_randperm_randomness_error_use_generator_False_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_randperm_randomness_error_use_generator_True_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_randperm_randomness_same_use_generator_False_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_randperm_randomness_same_use_generator_True_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_unsupported_random_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_0_out_dim_0_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_0_out_dim_1_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_0_out_dim_2_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_1_out_dim_0_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_1_out_dim_1_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_1_out_dim_2_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_2_out_dim_0_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_2_out_dim_1_cpu, test/functorch/test_vmap.py::TestRandomnessCPU::test_vmap_chunksize_in_dim_2_out_dim_2_cpu, test/functorch/test_vmap.py::TestVmapDeviceTypeCPU::test__is_all_true_cpu, test/functorch/test_vmap.py::TestVmapDeviceTypeCPU::test__is_any_true_cpu, test/functorch/test_vmap.py::TestVmapDeviceTypeCPU::test_check_tensor_cpu, test/functorch/test_vmap.py::TestVmapDeviceTypeCPU::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapDeviceTypeCPU::test_vmap_fallback_check_ok, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_cat_batching_rule_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_fallback_binary_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_fallback_binary_nt_and_batched_dense_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_fallback_binary_nt_and_unbatched_dense_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_fallback_unary_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_fallback_with_nt_and_batched_dense_with_nonzero_bdim_raises_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_multilevel_vmap_raises_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_nt_acts_as_dense_in_vmap_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_nt_with_nonzero_in_dim_raises_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_nt_with_nonzero_out_dim_raises_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_shape_call_cpu, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapNestedTensorCPU::test_vmap_fallback_check_ok 2025-09-07T07:07:35.1430870Z 2025-09-07T07:07:36.0434080Z Running test_stateless 1/1 ... [2025-09-07 07:07:36.043219] 2025-09-07T07:07:36.0435350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:36.0437470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_stateless.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:36.043491] 2025-09-07T07:07:37.2611550Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-09-07 07:07:37.260987] 2025-09-07T07:07:37.2611930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:37.2613420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:37.261242] 2025-09-07T07:07:41.5040810Z 2025-09-07T07:07:41.5041460Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_150bbb56b48fa4c7_.log 2025-09-07T07:07:41.5103780Z Running 273 items in this shard: test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_copies, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_negative_resize, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_repeats, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_reshape_from_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_zeroresize, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_choose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_clip, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_compress, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_count_nonzero, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_cumproduct, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_diagonal, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_accuracy, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype3, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype4, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype5, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype6, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype7, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-10, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-9, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_mean, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_prod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ptp, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ravel, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_repeat, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_reshape, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_py_consistency, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_searchsorted, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_size, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_squeeze, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_std, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_sum, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_swapaxes, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_take, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_trace, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_transpose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_var, test/torch_np/numpy_tests/core/test_numeric.py::TestIsscalar::test_isscalar, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_logical, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_all_any, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_and_or_xor, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_not_abs, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_double, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_default, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_divide_err, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_errobj, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_set, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_warnings, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_values, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_promote_types_endian, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_result_type, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_tesult_type_2, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_5, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_9, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_empty_result, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_failed_itemsetting, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_lengths, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_too_few_items, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_types, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_values, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_?, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_B, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_b, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_h, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_i, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_l, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_list, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_axis_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_keepdims, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_twodim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean_edgecase, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_large_neg_int64, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_neg_width_boundaries, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_sufficient_width, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base3, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base_range, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equiv, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_none_compares_elementwise, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_array_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_func_takes_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_array, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_non_contig, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_property, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_scalar_nan_propagation_arr0_amin0_amax0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin2_amax2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax1, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax_0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_outint32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_memory_overlap, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_transposed, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_noncontig_inplace, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_D, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_F, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_e, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_?, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_B, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_b, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_d, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_f, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_h, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_i, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_l, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting_unsafe, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_inout, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_nonnative, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_03, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_04, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_05, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_06, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_07, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_08, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_09, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_10, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_11, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_12, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_equalnan, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_not_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_min_int, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_all_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_none_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_non_finite_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_scalar_return, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof1, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof2, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_out_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_for_reference_leak, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_full, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_ones, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_zeros, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_empty_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_filled_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_ones_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_zeros_like, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_zero_size, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_numpy_doc_examples, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_object, test/torch_np/numpy_tests/core/test_numeric.py::TestDtypePositional::test_dtype_positional, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_2D, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_list, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_0, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_1, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_2, test/torch_np/numpy_tests/core/test_numeric.py::TestStringFunction::test_set_string_function, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll1d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll2d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_exceptions, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_results, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_errors, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_multiples, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_new_position, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_to_end, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_preserve_order, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x2, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_3x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting_shapes, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_uint8_int32_mixed_dtypes, test/torch_np/numpy_tests/core/test_numeric.py::TestOuterMisc::test_outer_out_param, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_scalar_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_single_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_C_and_F_simul, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_non_array_input, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_require_each, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_unknown_requirement, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_error_kwargs, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_in_args, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_single_arg, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_number_of_arguments, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_shape_mismatch_error_message, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension_einsum, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimensional 2025-09-07T07:07:41.5163200Z 2025-09-07T07:07:41.5163220Z 2025-09-07T07:07:41.5163570Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_f7a3f9ae71fb5ebe_.log 2025-09-07T07:07:41.5176810Z Running 50 items in this shard: test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_multiple_dicts_error, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_tuple_dicts, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_no_error_without_flag, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_torch_func, test/test_stateless.py::TestStatelessDeprecation::test_private_stateless_warns, test/test_stateless.py::TestStatelessDeprecation::test_stateless_functional_call_warns, test/test_stateless.py::TestPythonOptimizeMode::test_runs_with_optimize_flag 2025-09-07T07:07:41.5189840Z 2025-09-07T07:07:43.7246750Z Running test_weak 1/1 ... [2025-09-07 07:07:43.724473] 2025-09-07T07:07:43.7247490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:43.7248280Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2025-09-07 07:07:43.724529] 2025-09-07T07:07:43.7249730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:43.7252050Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_weak.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:43.724744] 2025-09-07T07:07:43.7254890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:43.724783] 2025-09-07T07:07:46.6874210Z 2025-09-07T07:07:46.6875120Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_03cbb01e019c68e4_.log 2025-09-07T07:07:46.6875660Z 2025-09-07T07:07:48.1678510Z 2025-09-07T07:07:48.1679230Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_532a97e48bdb792b_.log 2025-09-07T07:07:48.1687270Z Running 39 items in this shard: test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_weak_keyed_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_repr, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_copy, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_deepcopy, test/test_weak.py::WeakTest::test_weak_keyed_bad_delitem, test/test_weak.py::WeakTest::test_weak_keyed_delitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_popitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_setdefault, test/test_weak.py::WeakTest::test_weak_keyed_dict_update, test/test_weak.py::WeakTest::test_weak_keyed_union_operators, test/test_weak.py::WeakKeyDictionaryTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryTestCase::test_get, test/test_weak.py::WeakKeyDictionaryTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_items, test/test_weak.py::WeakKeyDictionaryTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryTestCase::test_len, test/test_weak.py::WeakKeyDictionaryTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_read, test/test_weak.py::WeakKeyDictionaryTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryTestCase::test_update, test/test_weak.py::WeakKeyDictionaryTestCase::test_values, test/test_weak.py::WeakKeyDictionaryTestCase::test_write, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_get, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_items, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_len, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_read, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_update, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_values, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_write 2025-09-07T07:07:48.1693800Z 2025-09-07T07:07:48.9098600Z Running dynamo/test_optimizers 1/1 ... [2025-09-07 07:07:48.904290] 2025-09-07T07:07:48.9199140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:48.9246620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:48.904865] 2025-09-07T07:07:50.3829270Z Running test_content_store 1/1 ... [2025-09-07 07:07:50.382783] 2025-09-07T07:07:50.3829590Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:50.3831430Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_content_store.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:50.383044] 2025-09-07T07:07:52.2105540Z 2025-09-07T07:07:52.2106220Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_fcc1cc0ce0afcab8_.log 2025-09-07T07:07:52.2108000Z Running 3 items in this shard: test/dynamo/test_optimizers.py::End2EndTests::test_init_group, test/dynamo/test_optimizers.py::End2EndTests::test_optimizing_over_tensor_with_requires_grad, test/dynamo/test_optimizers.py::End2EndTests::test_state_dict 2025-09-07T07:07:52.2108680Z 2025-09-07T07:07:54.4064200Z Running inductor/test_custom_lowering 1/1 ... [2025-09-07 07:07:54.406216] 2025-09-07T07:07:54.4065030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:54.4067240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:54.406473] 2025-09-07T07:07:56.0137430Z 2025-09-07T07:07:56.0138140Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_bfacb539d9e608c2_.log 2025-09-07T07:07:56.0141210Z Running 8 items in this shard: test/test_content_store.py::TestContentStoreCPU::test_basic_cpu, test/test_content_store.py::TestContentStoreCPU::test_load_tensor_cpu, test/test_content_store.py::TestContentStoreCPU::test_repeated_hash_cpu, test/test_content_store.py::TestContentStoreCPU::test_scalar_cpu, test/test_content_store.py::TestContentStoreMPS::test_basic_mps, test/test_content_store.py::TestContentStoreMPS::test_load_tensor_mps, test/test_content_store.py::TestContentStoreMPS::test_repeated_hash_mps, test/test_content_store.py::TestContentStoreMPS::test_scalar_mps 2025-09-07T07:07:56.0142700Z 2025-09-07T07:07:57.4285060Z 2025-09-07T07:07:57.4285880Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_e65857ac759317de_.log 2025-09-07T07:07:57.4288200Z Running 5 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_register_lowering_custom_dict, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx 2025-09-07T07:07:57.4289460Z 2025-09-07T07:07:58.2227130Z Running dynamo/test_profiler 1/1 ... [2025-09-07 07:07:58.222529] 2025-09-07T07:07:58.2306020Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:58.2308250Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:58.223392] 2025-09-07T07:07:59.6533080Z Running optim/test_lrscheduler 1/1 ... [2025-09-07 07:07:59.653156] 2025-09-07T07:07:59.6533860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:07:59.6535220Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'optim/test_lrscheduler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:07:59.653408] 2025-09-07T07:08:01.3791120Z 2025-09-07T07:08:01.3792120Z optim/test_lrscheduler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_lrscheduler_1.1_4aa9447747025101_.log 2025-09-07T07:08:01.3793030Z 2025-09-07T07:08:03.5813180Z Running inductor/test_config 1/1 ... [2025-09-07 07:08:03.581111] 2025-09-07T07:08:03.5813950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:03.5816120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:03.581376] 2025-09-07T07:08:06.2307150Z 2025-09-07T07:08:06.2308170Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_e0c5b22f4ce43ddb_.log 2025-09-07T07:08:06.2311820Z Running 11 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_enabled, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_record_function_ignore 2025-09-07T07:08:06.2314430Z 2025-09-07T07:08:08.4450140Z Running dynamo/test_sources 1/1 ... [2025-09-07 07:08:08.444854] 2025-09-07T07:08:08.4450480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:08.4452070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:08.445108] 2025-09-07T07:08:10.3025830Z 2025-09-07T07:08:10.3026760Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_3b3043dcaf6dd24f_.log 2025-09-07T07:08:10.3030580Z Running 13 items in this shard: test/inductor/test_config.py::TestInductorConfig::test_api_options, test/inductor/test_config.py::TestInductorConfig::test_codegen_skips_custom_passes, test/inductor/test_config.py::TestInductorConfig::test_compile_api, test/inductor/test_config.py::TestInductorConfig::test_compile_api_passes_config, test/inductor/test_config.py::TestInductorConfig::test_get_compiler_config, test/inductor/test_config.py::TestInductorConfig::test_hasattr, test/inductor/test_config.py::TestInductorConfig::test_invalid_backend, test/inductor/test_config.py::TestInductorConfig::test_invalid_names, test/inductor/test_config.py::TestInductorConfig::test_non_inductor_backend, test/inductor/test_config.py::TestInductorConfig::test_options_do_something, test/inductor/test_config.py::TestInductorConfig::test_patch, test/inductor/test_config.py::TestInductorConfig::test_save_load, test/inductor/test_config.py::TestInductorConfig::test_set 2025-09-07T07:08:10.3033330Z 2025-09-07T07:08:10.8197800Z 2025-09-07T07:08:10.8199750Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_8cf21932c56dc263_.log 2025-09-07T07:08:10.8202700Z Running 3 items in this shard: test/dynamo/test_sources.py::SourceTests::test_is_local, test/dynamo/test_sources.py::SourceTests::test_property_closure, test/dynamo/test_sources.py::SourceTests::test_supported_nodes 2025-09-07T07:08:10.8204280Z 2025-09-07T07:08:12.5642590Z Running dynamo/test_base_hop 1/1 ... [2025-09-07 07:08:12.564057] 2025-09-07T07:08:12.5643350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:12.5645470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:12.564324] 2025-09-07T07:08:13.0116650Z Running export/test_nativert 1/1 ... [2025-09-07 07:08:13.011503] 2025-09-07T07:08:13.0117400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:13.0119600Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_nativert.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:13.011758] 2025-09-07T07:08:16.0382170Z 2025-09-07T07:08:16.0383300Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_c86c0147d61d072b_.log 2025-09-07T07:08:16.0387020Z Running 11 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation 2025-09-07T07:08:16.0389100Z 2025-09-07T07:08:18.1551520Z Running dynamo/test_backends 1/1 ... [2025-09-07 07:08:18.155004] 2025-09-07T07:08:18.1551880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:18.1555190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:18.155287] 2025-09-07T07:08:25.7301460Z 2025-09-07T07:08:25.7302060Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_33998fc6204f235c_.log 2025-09-07T07:08:25.7308230Z Running 21 items in this shard: test/dynamo/test_backends.py::NormalizeIRTests::test_inplace_normalize, test/dynamo/test_backends.py::MPSSupportedTest::test_mps_supported, test/dynamo/test_backends.py::TestExplainWithBackend::test_explain_with_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_aot_autograd_api, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_graph_freeze, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_recompilation, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_custom_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_register_backend_api, test/dynamo/test_backends.py::TestOptimizationsCPU::test_aot_cudagraphs_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_aot_eager_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_aot_eager_decomp_partition_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_aot_ts_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_eager_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_eager_noexcept_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_example_inputs_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_example_inputs_runtime_use_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_intel_gaudi_backend_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_list_backends_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_torchscript_cpu, test/dynamo/test_backends.py::TestOptimizationsCPU::test_tvm_cpu 2025-09-07T07:08:25.7312980Z 2025-09-07T07:08:27.8214760Z Running dynamo/test_verify_correctness 1/1 ... [2025-09-07 07:08:27.821289] 2025-09-07T07:08:27.8215870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:27.8217730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_verify_correctness.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:27.821562] 2025-09-07T07:08:30.5026210Z 2025-09-07T07:08:30.5027010Z dynamo/test_verify_correctness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_verify_correctness_1.1_42eff73ef108190b_.log 2025-09-07T07:08:30.5029160Z Running 4 items in this shard: test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_example_inputs, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_incorrect_verify_false, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_incorrect_verify_true, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_torchscript 2025-09-07T07:08:30.5030200Z 2025-09-07T07:08:32.5575740Z Running dynamo/test_python_dispatcher 1/1 ... [2025-09-07 07:08:32.557364] 2025-09-07T07:08:32.5576580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:32.5578780Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:32.557637] 2025-09-07T07:08:34.9516500Z 2025-09-07T07:08:34.9517110Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_6664037fabb4f12b_.log 2025-09-07T07:08:34.9520110Z Running 6 items in this shard: test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key1, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key2, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key3, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key4, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key_set_guard, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_functorch_interpreter 2025-09-07T07:08:34.9521620Z 2025-09-07T07:08:37.0337590Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-09-07 07:08:37.033549] 2025-09-07T07:08:37.0338460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:37.0340690Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:37.033856] 2025-09-07T07:08:39.0616520Z 2025-09-07T07:08:39.0617470Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_904c0160d6dda0f4_.log 2025-09-07T07:08:39.0622360Z Running 2 items in this shard: test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_exception, test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_no_exception 2025-09-07T07:08:39.0623000Z 2025-09-07T07:08:41.1352050Z Running torch_np/test_indexing 1/1 ... [2025-09-07 07:08:41.134994] 2025-09-07T07:08:41.1352960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:41.1355270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:41.135266] 2025-09-07T07:08:44.4983350Z 2025-09-07T07:08:44.4984470Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_8bc6a03f41885aac_.log 2025-09-07T07:08:44.4986650Z Running 5 items in this shard: test/torch_np/test_indexing.py::TestAdvancedIndexing::test_advanced_separation_patterns, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_broadcast_and_numpy_compatibility, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_comprehensive_indexing, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_ellipsis, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_special_index_types 2025-09-07T07:08:44.4987820Z 2025-09-07T07:08:46.5753710Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-09-07 07:08:46.575103] 2025-09-07T07:08:46.5754530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:46.5756620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:46.575370] 2025-09-07T07:08:48.6979080Z 2025-09-07T07:08:48.6979970Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_98ec6708283bdda4_.log 2025-09-07T07:08:48.6988110Z Running 33 items in this shard: test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_scalar_comparisons, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value0, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value1, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value10, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value11, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value4, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value5, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value6, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value7, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value8, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value9, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_s, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_string, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_0D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_1D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_2D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_float32, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_int, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list-list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_literal 2025-09-07T07:08:48.6995480Z 2025-09-07T07:08:50.7221960Z Running test_numba_integration 1/1 ... [2025-09-07 07:08:50.721993] 2025-09-07T07:08:50.7222760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:50.7224880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_numba_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:50.722269] 2025-09-07T07:08:52.7521970Z 2025-09-07T07:08:52.7522550Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_dddeab5b2904ebd4_.log 2025-09-07T07:08:52.7525830Z Running 8 items in this shard: test/test_numba_integration.py::TestNumbaIntegration::test_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_array_adaptor, test/test_numba_integration.py::TestNumbaIntegration::test_conversion_errors, test/test_numba_integration.py::TestNumbaIntegration::test_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_inferred_strides, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_lifetime 2025-09-07T07:08:52.7527700Z 2025-09-07T07:08:54.7657980Z Running dynamo/test_cudagraphs 1/1 ... [2025-09-07 07:08:54.765604] 2025-09-07T07:08:54.7659110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:54.7659920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:54.765865] 2025-09-07T07:08:56.6200230Z 2025-09-07T07:08:56.6201040Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_9f3ba373f6d335ac_.log 2025-09-07T07:08:56.6201500Z 2025-09-07T07:08:58.6227700Z Running dynamo/test_deviceguard 1/1 ... [2025-09-07 07:08:58.622562] 2025-09-07T07:08:58.6228860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:08:58.6231090Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:08:58.622841] 2025-09-07T07:09:00.7885880Z 2025-09-07T07:09:00.7886760Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_5188525de9b623c7_.log 2025-09-07T07:09:00.7888560Z Running 4 items in this shard: test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard_no_index, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard_no_index 2025-09-07T07:09:00.7889510Z 2025-09-07T07:09:02.7980230Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-09-07 07:09:02.797787] 2025-09-07T07:09:02.7981170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:02.7983470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:02.798110] 2025-09-07T07:09:05.9266610Z 2025-09-07T07:09:05.9267540Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_ac339b013279ad01_.log 2025-09-07T07:09:05.9400580Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_rotation_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_4d, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_lr, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_ud, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_default_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_multiple_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_average_class_without_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x0_axis0_expected_avg0_weights0_expected_wavg0_expected_wsum0, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x1_axis_0_expected_avg1_weights1_expected_wavg1_expected_wsum1, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_returned, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_upcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_broadcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_deprecated_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_many_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_non_bool_deprecation, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_return_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_array_copied, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_-4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_multidim, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmax::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmin::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPtp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumsum::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestProd::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumprod::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_append, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_n, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_prepend, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_array_order_preserve, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_fancy, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_[1], test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_array([1]), test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_non_int, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_slices, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_args, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_badargs, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_decreasing_unsigned_int_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_inexact_dtypes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_second_order_accurate, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_spacing, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_specific_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_values, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_decreasing_unsigned_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestAngle::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_all_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_leading_skip, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_list_to_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_no_trim, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_overflow_arr0, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_size_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_trailing_skip, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_empty_dim, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_no_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_sequence, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_correct_quantile_value, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_max_ulp, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_hypo, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_averaged_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_closest_observation, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_hazen, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_higher, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_interpolated_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D 2025-09-07T07:09:05.9523650Z 2025-09-07T07:09:07.9609420Z Running test_tensorboard 1/1 ... [2025-09-07 07:09:07.960765] 2025-09-07T07:09:07.9610160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:07.9612660Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_tensorboard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:07.961026] 2025-09-07T07:09:10.9642940Z 2025-09-07T07:09:10.9643810Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_0d06f05a9a38a66b_.log 2025-09-07T07:09:10.9655070Z Running 50 items in this shard: test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_autograd_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram_raw, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_write, test/test_tensorboard.py::TestTensorBoardUtils::test_convert_to_HWC_dtype_remains_same, test/test_tensorboard.py::TestTensorBoardUtils::test_numpy_vid_uint8, test/test_tensorboard.py::TestTensorBoardUtils::test_prepare_video, test/test_tensorboard.py::TestTensorBoardUtils::test_to_HWC, test/test_tensorboard.py::TestTensorBoardWriter::test_writer, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_pathlib, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_close, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_ctx, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding_64, test/test_tensorboard.py::TestTensorBoardSummary::test_audio, test/test_tensorboard.py::TestTensorBoardSummary::test_custom_scalars, test/test_tensorboard.py::TestTensorBoardSummary::test_empty_input, test/test_tensorboard.py::TestTensorBoardSummary::test_float32_image, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_auto, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_doane, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_fd, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_3_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_boxes, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_without_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_list_input, test/test_tensorboard.py::TestTensorBoardSummary::test_mesh, test/test_tensorboard.py::TestTensorBoardSummary::test_scalar_new_style, test/test_tensorboard.py::TestTensorBoardSummary::test_text, test/test_tensorboard.py::TestTensorBoardSummary::test_uint8_image, test/test_tensorboard.py::TestTensorBoardSummary::test_video, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_mlp_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_nested_nn_squential, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph_dict_input, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_torchvision_smoke, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_wrong_input_size, test/test_tensorboard.py::TestTensorBoardFigure::test_figure, test/test_tensorboard.py::TestTensorBoardFigure::test_figure_list, test/test_tensorboard.py::TestTensorBoardNumpy::test_pytorch_np_expect_fail, test/test_tensorboard.py::TestTensorBoardNumpy::test_scalar, test/test_tensorboard.py::TestTensorProtoSummary::test_complex_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_empty_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_float_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_bfloat16_proto_type_14, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_float16_proto_type_19, test/test_tensorboard.py::TestTensorProtoSummary::test_int_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_scalar_tensor_proto 2025-09-07T07:09:10.9671380Z 2025-09-07T07:09:13.0328300Z Running dynamo/test_higher_order_ops 1/1 ... [2025-09-07 07:09:13.032642] 2025-09-07T07:09:13.0329130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:13.0331270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:13.032904] 2025-09-07T07:09:41.5935130Z 2025-09-07T07:09:41.5935710Z export/test_nativert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_nativert_1.1_2ec8433c50196f19_.log 2025-09-07T07:09:41.6054050Z Running 407 items in this shard: test/export/test_nativert.py::NativeRTTestExport::test__scaled_dot_product_flash_attention_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_additional_inputs_constants_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_allow_explicit_guards_as_runtime_asserts_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_args_type_checked_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_aten_lift_fresh_copy_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_attention_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_attr_assignment_extra_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_automatic_constrain_size_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_automatic_dynamic_shapes_constant_relation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_automatic_dynamic_shapes_linear_relation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_automatic_dynamic_shapes_simple_equality_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_baddbmm_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_basic_non_strict_fake_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_basic_non_strict_real_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_bincount_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_buffer_util_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_capture_subclass_constructor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_capture_subclass_constructor_torch_ir_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_capture_subclass_wrong_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_ccode_python_mod_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_check_specialized_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_checks_to_constrain_range_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cleanup_dynamic_markers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_colin_unbacked_backed_vr_sub_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_colon_parameter_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_compiling_state_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_access_identical_symint_closure_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_branches_return_constant_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_branches_return_same_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_contains_unbacked_no_escape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_int_closure_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_unflatten_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_with_module_stack_export_with_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cond_with_module_stack_export_with_unflatten_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_aliasing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_input_naming_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_no_user_inp_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_output_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_output_dup_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_requires_grad_const_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_return_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_tensor_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_tensor_with_non_functional_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constant_tensor_with_non_functional_nested_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constrain_decomp_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constrain_size_in_eager_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constrain_size_with_constrain_value_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_constrain_size_with_various_cases_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_conv_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_crop_like_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_cse_for_symint_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_custom_op_auto_functionalize_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_custom_op_auto_functionalize_pre_dispatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_custom_op_auto_warn_pre_dispatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_custom_op_preserve_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_custom_pytree_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_custom_tag_metadata_re_export_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_decomp_batch_norm_functional_predispatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_decomp_item_in_prim_after_decomposition_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_decomp_item_in_prim_before_decomposition_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_default_decomposition_core_cia_ops_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_1_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_integer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_nested_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_out_of_order_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_out_of_order_repeat_derived_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_out_of_order_simplified_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_derived_dim_repeat_derived_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_detect_leak_nonstrict_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_detect_leak_nonstrict_with_stacktrace_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_detect_leak_strict_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_device_to_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_device_to_gpu_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_device_to_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_device_to_mutation_float_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_device_to_static_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_1_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_auto_and_dim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_dynamic_divisibility_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_dynamic_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_hint_range_violations_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dim_hint_ranges_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_disable_forced_specializations_errors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_disable_forced_specializations_ok_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_distributed_all_gather_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_distributed_all_gather_into_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_distributed_all_reduce_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_distributed_all_to_all_single_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_distributed_reduce_scatter_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dont_duck_size_for_auto_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_double_lifted_constants_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_draft_export_checks_aliasing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_draft_export_checks_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_draft_export_checks_mutation_list_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_draft_export_checks_mutation_with_nan_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_draft_export_fake_kernel_inference_errors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_draft_export_infers_fake_kernel_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_duplicate_modules_with_non_persistent_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_lr_shift_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_bounds_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_builder_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_builder_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_builder_pytree_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_dataclass_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_inferred_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_serdes_generic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_serdes_user_errors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_serdes_various_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_shapes_spec_with_pytree_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_dynamic_sym_round_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_ends_of_bounds_oblivious_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_error_does_not_reference_eager_fallback_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_error_when_passing_mutating_primitive_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_exception_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_expand_copy_export_handles_implicit_true_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_api_with_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_as_backend_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_associative_scan_lifted_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_associative_scan_symbol_dim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_associative_scan_symbol_scandim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_aten_to_unflatten_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_aten_to_unflatten_subclass_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_cond_symbool_pred_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_cond_warns_constant_pred_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_custom_decomp_table_basic_pop_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_custom_decomp_table_container_methods_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_custom_op_lib_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_custom_triton_kernel_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_custom_triton_kernel_mutable_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_cyclic_reference_leak_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_decomp_torture_case_1_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_decomp_torture_case_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_decomps_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_decomps_simple_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_dynamo_config_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_run_decomp_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_container_type_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_state_dict_hooks_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_default_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_keyword_only_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_pytree_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_var_keyword_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_var_keyword_pytree_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_var_postional_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_function_schema_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_graph_with_no_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_input_mutation_bug_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_input_mutation_dynamic_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_input_mutation_static_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_linear_preserve_dynamic_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_max_nonstrict_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_max_onnx_reported_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_mod_constraints_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_preserve_linear_at_aot_level_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_preserve_linear_but_not_custom_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_scan_pytree_output_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_script_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_statically_known_true_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_then_compile_tensor_ctor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_autocast_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_fake_tensor_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_inline_constraints_complex_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_inline_constraints_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_set_grad_enabled_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_wrong_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_external_call_non_strict_real_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_fake_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_fake_weights_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_filter_traceback_frames_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_float_conversion_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_float_conversion_from_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_fqn_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_from_node_metadata_export_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_full_on_scalar_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_function_holding_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_hints_wrapper_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_hoo_inline_users_issue_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_if_functional_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_if_post_autograd_op_preserved_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_class_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_class_method_recursive_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_function_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_int_shape_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_intermediate_shape_comp_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_is_exporting_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_is_non_negative_check_function_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_is_nonzero_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_isnonzero_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_issue_113041_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_issue_157289_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_istft_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_keep_composite_ops_invalid_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_keep_composite_ops_linear_convd_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_keep_composite_ops_linear_convd_for_training_ir_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_kwarg_dynamic_shapes_diff_order_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_kwargs_reorder_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_layer_norm_unbacked_normalized_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_layer_sharing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_lazy_module_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_lifted_constants_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_linear_conv_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_malformed_fqn_from_source_name_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_map_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_map_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_mask_nonzero_static_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_masked_select_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_math_pow_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_mismatched_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_mixed_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_dict_key_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_input_subclasses_parameterization_nested_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_list_slice_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_with_dict_container_inp_out_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_modules_access_for_deleted_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_more_multidimensional_slicing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_multidimensional_slicing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_multinomial_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_multiple_definitions_same_name_dim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_dynamic_shapes_spec_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_with_constant_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_with_init_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_with_parameter_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nn_module_stack_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nn_module_stack_shared_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_check_is_size_error_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_suggested_fixes_for_data_dependent_errors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_3_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_4_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_arg_name_dynamic_shapes_api_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_persistent_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_strict_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_strict_dynamic_shapes_suggested_fixes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_none_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nonstrict_retrace_preserves_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nonzero_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nonzero_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_not_registered_parameter_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_operator_aten_tensor_mode_variant_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_output_node_name_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_pad_sequence_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_param_util_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_partial_patched_forward_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_collisions_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_collisions_hoo_subgraphs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_order_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_order_variadic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_update_preserving_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_predispatch_cond_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_predispatch_grad_wrappers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_preserve_module_call_signature_unflatten_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_preserve_requires_grad_placeholders_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_preserve_shape_dynamism_for_unused_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_profiling_code_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_python_asserts_with_sym_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_pytree_register_data_class_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_pytree_register_nested_data_class_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_range_constraints_with_replacement_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_alias_dtype_mismatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_bool_cast_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_errors_on_aliasing_custom_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_for_max_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_size_mismatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_redundant_assert_max_upper_bound_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_redundant_asserts_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_refine_dynamic_shapes_from_suggested_fixes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_register_constant_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_repeat_interleave_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_replace_unbacked_with_very_large_upperbound_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_replaced_unbacked_bindings_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_reshape_view_helper_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_retracable_ep_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_retrace_pre_autograd_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_run_decomposition_supports_user_input_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_run_decompositions_keep_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_run_decompositions_keep_tensor_constant_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_runtime_assert_for_prim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_runtime_assert_for_prm_str_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_runtime_assert_with_size_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sdpa_gqa_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sequential_slicing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_example_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_grad_as_side_effect_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_grad_empty_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_grad_unflatten_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_setgrad_lifted_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_shared_submodule_nn_module_stack_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_simple_export_for_training_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_simple_unbacked_view_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_size_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_slice_nn_module_stack_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_solver_unsupported_sympy_function_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_specialize_derived_dim_roots_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_split_const_gm_with_lifted_constants_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_stack_trace_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_stack_trace_make_fx_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_state_primitives_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_state_shape_attribute_assignment_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_state_tensors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_static_dim_constraints_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_complicated_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_const_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclasses_parameterization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclasses_parameterization_nested_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggest_torch_checks_with_non_negative_check_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggest_torch_checks_with_regular_check_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggested_fixes_for_data_dependent_errors_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggested_fixes_new_roots_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sym_float_operators_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sym_or_sym_and_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sym_sqrt_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symbool_item_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symfloat_item_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_additional_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_ranges_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_shapes_collection_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_item_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_output_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_tensor_return_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tensor_attribute_zero_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tensor_constant_aten_to_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tensor_constant_with_wrapped_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_to_module_with_mutated_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_to_module_with_mutated_buffer_multiple_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tolist_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_torch_check_eq_commutativity_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_torch_fn_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_trace_under_fake_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_train_eval_on_exported_preautograd_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_3d_matmul_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_bincount_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_bindings_for_divisible_u_symint_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_deferred_runtime_retrace_cpp_runtime_nonstrict, 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test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_preserving_4_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unused_aliases_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unused_constant_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_use_embedding_twice_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_user_input_and_buffer_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_vmap_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_assert_separation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_index_assertions_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_simple_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_tensor_constant_idx_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_wrapper_module_cpp_runtime_nonstrict 2025-09-07T07:09:41.6166010Z 2025-09-07T07:09:41.8341880Z 2025-09-07T07:09:41.8342520Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_c43a7057849e2925_.log 2025-09-07T07:09:41.8405170Z Running 217 items in this shard: test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_access_module_attr, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_allow_python_side_effects_utility, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_constants, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num_adds_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_input_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_numpy_number, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_value_created_in_subgraph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_concat_unbacked_shape_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments_no_closure, 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test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_over_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_pytree, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_side_effect, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_jvp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_simple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_linearize_jvp_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_const, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_get_wrapped, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_out_dims_None, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_pytree_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_different_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_same_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_invalid_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_mismatched_output, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout_inductor, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_fallback, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond_unbalanced_branches, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_nested_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_module, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_non_aliasing_util, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_override_fallthrough_dispatch_key 2025-09-07T07:09:41.8459160Z 2025-09-07T07:09:43.8749440Z Running dynamo/test_comptime 1/1 ... [2025-09-07 07:09:43.874736] 2025-09-07T07:09:43.8750200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:43.8752330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:43.874994] 2025-09-07T07:09:44.1320650Z Running test_datapipe 1/1 ... [2025-09-07 07:09:44.131721] 2025-09-07T07:09:44.1481840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:44.1483990Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_datapipe.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:44.131970] 2025-09-07T07:09:51.5804200Z 2025-09-07T07:09:51.5805140Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_fad2c8682508a891_.log 2025-09-07T07:09:51.5808590Z Running 12 items in this shard: test/dynamo/test_comptime.py::ComptimeTests::test_get_local, test/dynamo/test_comptime.py::ComptimeTests::test_get_local_closure_variable, test/dynamo/test_comptime.py::ComptimeTests::test_graph_break, test/dynamo/test_comptime.py::ComptimeTests::test_print_bt, test/dynamo/test_comptime.py::ComptimeTests::test_print_direct, test/dynamo/test_comptime.py::ComptimeTests::test_print_disas, test/dynamo/test_comptime.py::ComptimeTests::test_print_graph, test/dynamo/test_comptime.py::ComptimeTests::test_print_guards, test/dynamo/test_comptime.py::ComptimeTests::test_print_locals, test/dynamo/test_comptime.py::ComptimeTests::test_print_single, test/dynamo/test_comptime.py::ComptimeTests::test_print_value_stack, test/dynamo/test_comptime.py::ComptimeTests::test_sleep 2025-09-07T07:09:51.5810640Z 2025-09-07T07:09:53.4596340Z Running dynamo/test_debug_utils 1/1 ... [2025-09-07 07:09:53.459478] 2025-09-07T07:09:53.4596680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:53.4598400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:53.459736] 2025-09-07T07:09:55.5040600Z 2025-09-07T07:09:55.5041160Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_6bd249c9bdd47d20_.log 2025-09-07T07:09:55.5043990Z Running 2 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtilsCPU::test_cast_model_to_fp64_dtype_args_cpu, test/dynamo/test_debug_utils.py::TestDebugUtilsCPU::test_generate_env_vars_string_cpu 2025-09-07T07:09:55.5044740Z 2025-09-07T07:09:57.3522250Z Running test_out_dtype_op 1/1 ... [2025-09-07 07:09:57.352065] 2025-09-07T07:09:57.3522570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:09:57.3524360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_out_dtype_op.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:57.352330] 2025-09-07T07:10:00.1487630Z 2025-09-07T07:10:00.1529430Z test_out_dtype_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_out_dtype_op_1.1_4da0e137ecc752d9_.log 2025-09-07T07:10:00.1536290Z Running 12 items in this shard: test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_dynamo, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_inductor_decomp, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_inductor_decomp_trace, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_int_mm_default_trace, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_make_fx, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_mm_numerical, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_mul_scalar_numerical, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_no_autograd, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_non_functional, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_non_op_overload, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_op_functional, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_wrong_output 2025-09-07T07:10:00.1542360Z 2025-09-07T07:10:02.2849750Z Running functorch/test_eager_transforms 1/1 ... [2025-09-07 07:10:02.284798] 2025-09-07T07:10:02.2850100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:02.2851710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:02.285066] 2025-09-07T07:10:12.0849120Z 2025-09-07T07:10:12.0850970Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_a5ab2f150341b118_.log 2025-09-07T07:10:12.0875760Z Running 94 items in this shard: test/test_datapipe.py::TestDataChunk::test_as_string, test/test_datapipe.py::TestDataChunk::test_getitem, test/test_datapipe.py::TestDataChunk::test_iter, test/test_datapipe.py::TestDataChunk::test_len, test/test_datapipe.py::TestDataChunk::test_random_shuffle, test/test_datapipe.py::TestDataChunk::test_reverse, test/test_datapipe.py::TestDataChunk::test_sort, test/test_datapipe.py::TestStreamWrapper::test_api, test/test_datapipe.py::TestStreamWrapper::test_dir, test/test_datapipe.py::TestStreamWrapper::test_pickle, test/test_datapipe.py::TestStreamWrapper::test_repr, test/test_datapipe.py::TestIterableDataPipeBasic::test_demux_mux_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_groupby_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfiles_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfilesdeterministic_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_map_with_col_file_handle_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_openfilesfromdisk_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_routeddecoder_iterable_datapipe, test/test_datapipe.py::TestCaptureDataFrame::test_basic_capture, test/test_datapipe.py::TestDataFramesPipes::test_batch, test/test_datapipe.py::TestDataFramesPipes::test_capture, test/test_datapipe.py::TestDataFramesPipes::test_collate, test/test_datapipe.py::TestDataFramesPipes::test_filter, test/test_datapipe.py::TestDataFramesPipes::test_shuffle, test/test_datapipe.py::TestDataFramesPipes::test_unbatch, test/test_datapipe.py::TestFunctionalIterDataPipe::test_batch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_collate_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_concat_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_demux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalIterDataPipe::test_filter_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_fork_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_iterable_wrapper_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_dict_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_tuple_list_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_mux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_sampler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalIterDataPipe::test_shuffler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_stream_reader_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_unbatch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_zip_iterdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_batch_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_concat_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalMapDataPipe::test_map_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_sequence_wrapper_datapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalMapDataPipe::test_shuffler_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_zip_mapdatapipe, test/test_datapipe.py::TestTyping::test_compile_time, test/test_datapipe.py::TestTyping::test_construct_time, test/test_datapipe.py::TestTyping::test_isinstance, test/test_datapipe.py::TestTyping::test_issubinstance, test/test_datapipe.py::TestTyping::test_protocol, test/test_datapipe.py::TestTyping::test_reinforce, test/test_datapipe.py::TestTyping::test_runtime, test/test_datapipe.py::TestTyping::test_subtype, test/test_datapipe.py::TestGraph::test_simple_traverse, test/test_datapipe.py::TestGraph::test_traverse_circular_datapipe, test/test_datapipe.py::TestGraph::test_traverse_forked, test/test_datapipe.py::TestGraph::test_traverse_mapdatapipe, test/test_datapipe.py::TestGraph::test_traverse_mixdatapipe, test/test_datapipe.py::TestGraph::test_traverse_unhashable_datapipe, test/test_datapipe.py::TestSerialization::test_spawn_lambdas_iter, test/test_datapipe.py::TestSerialization::test_spawn_lambdas_map, test/test_datapipe.py::TestCircularSerialization::test_circular_serialization_with_dill, test/test_datapipe.py::TestCircularSerialization::test_circular_serialization_with_pickle, test/test_datapipe.py::TestSharding::test_legacy_custom_sharding, test/test_datapipe.py::TestSharding::test_legacy_custom_sharding_with_old_dataloader, test/test_datapipe.py::TestSharding::test_multi_sharding, test/test_datapipe.py::TestSharding::test_old_dataloader, test/test_datapipe.py::TestSharding::test_sharding_groups, test/test_datapipe.py::TestSharding::test_sharding_groups_in_legacy_grouping_package, test/test_datapipe.py::TestSharding::test_sharding_length, test/test_datapipe.py::TestSharding::test_simple_sharding, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_buggy, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_constraint_multiple_outputs, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_generator, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_new_object, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_self_next, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_generator_function, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_generator_function_exception, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_next, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_next_exception, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_return_self, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_non_generator, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_self_next, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_repeated, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_with_serialization 2025-09-07T07:10:12.0894100Z 2025-09-07T07:10:12.3268710Z 2025-09-07T07:10:12.3270420Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_9dc61b2ae1920272_.log 2025-09-07T07:10:12.3370000Z Running 355 items in this shard: test/functorch/test_eager_transforms.py::TestSliceArgnums::test_argnums_reorders, 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test/functorch/test_eager_transforms.py::TestHessianCPU::test_hessian_vectorize_correctness_multi_input_cpu, test/functorch/test_eager_transforms.py::TestHessianCPU::test_hessian_vectorize_correctness_simple_cpu, test/functorch/test_eager_transforms.py::TestHessianCPU::test_hessian_vectorize_correctness_unrelated_outputs_cpu, test/functorch/test_eager_transforms.py::TestHessianCPU::test_jacfwd_different_levels_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_functionalize_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_grad_and_value_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_grad_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_hessian_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_jacfwd_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_jacrev_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_function_no_setup_context_transform_vmap_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_functional_jacfwd_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_functional_jacrev_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_functional_jvp_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_autograd_functional_vjp_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_can_use_functionalize_when_key_is_excluded_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_can_use_grad_when_key_is_excluded_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_can_use_vmap_when_key_is_excluded_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_transforms_transform_functionalize_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_transforms_transform_grad_and_value_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_transforms_transform_grad_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_transforms_transform_hessian_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_transforms_transform_jacfwd_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_transforms_transform_jacrev_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_deprecation_vmap_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_grad_grad_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_grad_vjp_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_grad_vmap_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_jvp_supports_saved_tensor_hooks_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_make_fx_jacrev_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_make_fx_vjp_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_make_fx_vmap_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_no_warning_on_import_functorch_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_requires_grad_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_retain_grad_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_transforms_dont_support_saved_tensor_hooks_transform_grad_and_value_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_transforms_dont_support_saved_tensor_hooks_transform_grad_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_transforms_dont_support_saved_tensor_hooks_transform_hessian_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_transforms_dont_support_saved_tensor_hooks_transform_jacrev_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vjp_doesnt_support_saved_tensor_hooks_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vjp_grad_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vjp_vjp_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vjp_vmap_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vmap_grad_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vmap_vjp_cpu, test/functorch/test_eager_transforms.py::TestComposabilityCPU::test_vmap_vmap_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_ensemble_regression_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_ensemble_regression_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_find_learning_rate_ensembling_AlphaDropout_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_find_learning_rate_ensembling_AlphaDropout_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_find_learning_rate_ensembling_Dropout_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_find_learning_rate_ensembling_Dropout_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_find_learning_rate_ensembling_FeatureAlphaDropout_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_find_learning_rate_ensembling_FeatureAlphaDropout_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_lennard_jones_batched_jac_jac_jacfwd_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_lennard_jones_batched_jac_jac_jacrev_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_maml_omniglot_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_maml_omniglot_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_maml_regression_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_maml_regression_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_resnet18_per_sample_grads_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_resnet18_per_sample_grads_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_update_batch_norm_mechanism_functional_call_originally_track_running_stats_False_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_update_batch_norm_mechanism_functional_call_originally_track_running_stats_True_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_update_batch_norm_mechanism_make_functional_originally_track_running_stats_False_cpu, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCPU::test_update_batch_norm_mechanism_make_functional_originally_track_running_stats_True_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_basic_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_functional_call_multiple_dicts_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_grad_grad_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_grad_name_wrapping_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_grad_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_no_grad_inside_grad_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_no_grad_outside_grad_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_vmap_grad_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_vmap_sum_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fake_tensors_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_multi_out_op_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_out_op_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_reapply_views_simple_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_simple_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_transpose_simple_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_grad_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_nonfunctional_output_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_opt_tensor_list_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_optional_tensorlist1_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_optional_tensorlist2_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_inplace_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_linear_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_multioutput_inplace_slice_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_multioutput_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_resize_program_inputs_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_simple_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_vmap_functionalize_jvp_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_grad_fn_name_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_needs_input_grads_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_once_differentiable_autograd_vjp_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_once_differentiable_grad_vjp_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_set_materialize_grads_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_has_vmap_staticmethod_and_has_generate_vmap_rule_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_in_dims_multiple_inputs_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_in_dims_single_input_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_incompatible_out_dims_error_msg_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_info_object_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_kwarg_only_tensors_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_no_vmap_staticmethod_and_no_generate_vmap_rule_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_none_returns_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_should_have_two_returns_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_skips_empty_layer_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_error_if_name_collision_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_nesting_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_overrides_saved_tensors_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_passthrough_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_debug_unwrap_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_reductify_leaf_cpu, test/functorch/test_eager_transforms.py::TestCompileTransformsCPU::test_compile_vmap_hessian_cpu, test/functorch/test_eager_transforms.py::TestCompileTransformsCPU::test_grad_deprecated_api_cpu 2025-09-07T07:10:12.3462190Z 2025-09-07T07:10:14.3883980Z Running export/test_hop 1/1 ... [2025-09-07 07:10:14.388207] 2025-09-07T07:10:14.3884720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:14.3886830Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'export/test_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:14.388464] 2025-09-07T07:10:14.5306920Z Running profiler/test_cpp_thread 1/1 ... [2025-09-07 07:10:14.530492] 2025-09-07T07:10:14.5307820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:14.5308740Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:14.530755] 2025-09-07T07:10:16.8791770Z 2025-09-07T07:10:16.8792400Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_36317252b58e1586_.log 2025-09-07T07:10:16.8795590Z Running 6 items in this shard: test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_profile_memory_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_with_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_without_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_profile_memory_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_with_enable_profiler_in_child_thread_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_without_enable_profiler_in_child_thread_xpu 2025-09-07T07:10:16.8797140Z 2025-09-07T07:10:18.8987910Z Running inductor/test_auto_functionalize 1/1 ... [2025-09-07 07:10:18.898576] 2025-09-07T07:10:18.8988790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:18.8991410Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:18.898844] 2025-09-07T07:10:23.7437890Z 2025-09-07T07:10:23.7438830Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_b83abef4e909eeb4_.log 2025-09-07T07:10:23.7449950Z Running 40 items in this shard: test/export/test_hop.py::TestHOPCPU::test_aot_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_while_loop_stack_output_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_while_loop_stack_output_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_while_loop_stack_output_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_while_loop_stack_output_simple_cpu_float32 2025-09-07T07:10:23.7459320Z 2025-09-07T07:10:25.7912710Z Running torch_np/test_function_base 1/1 ... [2025-09-07 07:10:25.791063] 2025-09-07T07:10:25.7913540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:25.7915710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:25.791338] 2025-09-07T07:10:27.8534390Z 2025-09-07T07:10:27.8534990Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_5642bd6c1d08ceb1_.log 2025-09-07T07:10:27.8536510Z Running 1 items in this shard: test/torch_np/test_function_base.py::TestAppend::test_basic 2025-09-07T07:10:27.8536800Z 2025-09-07T07:10:29.9300190Z Running cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 ... [2025-09-07 07:10:29.929771] 2025-09-07T07:10:29.9301310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:29.9303790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:29.930027] 2025-09-07T07:10:34.3184090Z 2025-09-07T07:10:34.3186630Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_extension.test.test_libtorch_agnostic_1.1_75aa9f6fd386017e_.log 2025-09-07T07:10:34.3197570Z Running 24 items in this shard: test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_default_constructor_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_device_guard_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_device_guard_set_index_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_divide_neg_exp_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_exp_neg_is_leaf_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_fill_infinity_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_get_current_device_index_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_identity_does_not_hog_memory_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_is_contiguous_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_abs_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_amax_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_amax_vec_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_empty_like_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_is_cpu_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_narrow_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_new_empty_dtype_variant_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_new_zeros_dtype_variant_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_ones_like_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_pad_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_transpose_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_zero__cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_neg_exp_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_slow_sgd_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_stream_cpu 2025-09-07T07:10:34.3206060Z 2025-09-07T07:10:36.4911070Z Running dynamo/test_aot_autograd 1/1 ... [2025-09-07 07:10:36.490914] 2025-09-07T07:10:36.4911850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:36.4913990Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_aot_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:36.491169] 2025-09-07T07:10:37.3553860Z 2025-09-07T07:10:37.3554920Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_e661109209ec9363_.log 2025-09-07T07:10:37.3566790Z Running 39 items in this shard: test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_input_to_custom_op, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_output, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_default, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_none_return, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra1, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra3, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra4, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra5, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_on_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_self_as_mutate_arg, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_tensorlist, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_can_auto_functionalize, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_graph_input_is_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode1_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode4_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_recompile, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_scheduling_with_multiple_mutates, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_try_use_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_unbacked_auto_functionalize_op 2025-09-07T07:10:37.3577180Z 2025-09-07T07:10:39.5636360Z Running dynamo/test_graph_deduplication 1/1 ... [2025-09-07 07:10:39.563445] 2025-09-07T07:10:39.5636760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:39.5638730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:39.563742] 2025-09-07T07:10:46.3894310Z 2025-09-07T07:10:46.3895060Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_f5fa0a9fc838179e_.log 2025-09-07T07:10:46.3901250Z Running 18 items in this shard: test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_autocast_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_arg_and_additional_deps, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_complex, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_no_cycle, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_simple, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_single_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_two_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_dependent_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_aliasing, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_mutation, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_multiple_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_mutation_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_output_nodes_last, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_param_transfer_to_submodule, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph2, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_tuple_inputs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_tuple_return 2025-09-07T07:10:46.3906170Z 2025-09-07T07:10:48.4767520Z Running test_model_exports_to_core_aten 1/1 ... [2025-09-07 07:10:48.476479] 2025-09-07T07:10:48.4768360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:48.4770610Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:48.476790] 2025-09-07T07:10:50.4683490Z 2025-09-07T07:10:50.4684170Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_8c92d75d5e5edeeb_.log 2025-09-07T07:10:50.4686000Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export 2025-09-07T07:10:50.4686330Z 2025-09-07T07:10:52.6228650Z Running test_itt 1/1 ... [2025-09-07 07:10:52.622672] 2025-09-07T07:10:52.6229360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:52.6231390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_itt.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:52.622936] 2025-09-07T07:10:54.5208200Z 2025-09-07T07:10:54.5209100Z test_itt 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_itt_1.1_632f9aae488ec866_.log 2025-09-07T07:10:54.5210420Z Running 1 items in this shard: test/test_itt.py::TestItt::test_itt 2025-09-07T07:10:56.5456210Z 2025-09-07T07:10:56.5456900Z Running test_modules 1/1 ... [2025-09-07 07:10:56.545520] 2025-09-07T07:10:56.5458220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:10:56.5460280Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:56.545790] 2025-09-07T07:11:09.4550050Z 2025-09-07T07:11:09.4550780Z dynamo/test_aot_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_1.1_3f1d71580bf0fbca_.log 2025-09-07T07:11:09.4566490Z Running 48 items in this shard: test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_LSTM, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_alias_inputs, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_expand_mutation_backwards, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_expand_mutation_error, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_expand_mutation_functionalizes, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_raises_invalid_leaf_set, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_export_joint_simple_repro, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_grad_mode_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_sequence_nr, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_non_tensor_arg, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_non_tensor_arg_list, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_with_global, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_autograd_function_tangent_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_safe, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe_control_flow, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_data_ptr_access_copy, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_data_ptr_access_fails_in_backward, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_data_ptr_access_fails_in_forward, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_different_inputs_overlapping_set_with_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer1, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer2, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer3, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer4, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer5, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer6, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph1, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph2, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph3, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph4, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_double_backward_errors, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_eager_sequence_nr, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_grad_inputs_alias_inputs, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_inputs_overlapping_with_mutation_recompile, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_inputs_overlapping_with_mutation_stress, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_multiple_aot_autograd_calls_dupe_args, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_mutation1, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_negative_testing, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_negative_testing_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_nn_parameter_construction, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_no_storage_overlap_guards_no_aliasing, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_no_storage_overlap_guards_no_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_requires_grad_fake_via_dynamo_recompiles, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_split_with_sizes_aot_autograd_cleans_up_traceback_meta 2025-09-07T07:11:09.4580350Z 2025-09-07T07:11:11.5153720Z Running inductor/test_custom_partitioner_fn 1/1 ... [2025-09-07 07:11:11.515162] 2025-09-07T07:11:11.5154630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:11:11.5156840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'inductor/test_custom_partitioner_fn.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:11.515437] 2025-09-07T07:11:14.4884330Z 2025-09-07T07:11:14.4885270Z inductor/test_custom_partitioner_fn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_partitioner_fn_1.1_5d7fc718a653c4ef_.log 2025-09-07T07:11:14.4885780Z 2025-09-07T07:11:16.4884140Z Running test_decomp 4/5 ... [2025-09-07 07:11:16.488258] 2025-09-07T07:11:16.4884430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:11:16.4886670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=4', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:16.488538] 2025-09-07T07:11:26.6460730Z 2025-09-07T07:11:26.6461510Z functorch/test_ops 1/2 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_1.2_0b31de6e92d30915_.log 2025-09-07T07:11:26.7644300Z Running 5201 items in this shard: test/functorch/test_ops.py::TestOperatorsCPU::test_data_write_errors_under_transform_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_cross_entropy_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_l1_loss_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_layer_norm_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_log_softmax_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_mse_loss_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_nll_loss_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_extremal_numerics_softmax_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_MulGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_NumpyMulAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_SortGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad___getitem___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad___getitem___functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad___rpow___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad___rsub___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad__chunk_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad__segment_reduce_offsets_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad__softmax_backward_data_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_acosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_addbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_addmv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_addr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_all_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_angle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_any_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_as_strided_partial_views_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_atan2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_bfloat16_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_block_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_bmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_broadcast_shapes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_bucketize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_byte_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_cauchy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_chalf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_char_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_clamp_min_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_combinations_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_contiguous_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_copysign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_corrcoef_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_cos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_cov_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_diff_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_div_no_rounding_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_div_trunc_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_dstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_eq_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_erf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_erfinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_expand_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_eye_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_fftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_hfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_ifft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_ifft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_ifftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_ifftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_ihfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_irfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_irfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_rfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fft_rfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_flatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_flip_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_flipud_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_float_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_float_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_floor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_floor_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_fmod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_frac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_frexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_ge_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_hsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_igamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_igammac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_index_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_index_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_index_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_index_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_int_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_int_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_isin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_jiterator_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_jiterator_unary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_kthvalue_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_eigh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_eigvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_ldl_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_lstsq_grad_oriented_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_lu_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_lu_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_pinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_pinv_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_slogdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_svdvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linalg_tensorinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_log10_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_log1p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_log_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_logical_and_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_logical_xor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_long_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_lt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_lu_unpack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_mH_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_fill_functorch_Scalar_only_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_masked_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_matrix_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_max_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_max_pool2d_with_indices_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_max_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_minimum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_msort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_mul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_multinomial_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_mv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nan_to_num_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nanmean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nanmedian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_narrow_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_native_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_native_dropout_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_native_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_ne_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_new_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nextafter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_adaptive_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_adaptive_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_alpha_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_binary_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv2d_stride_depthwise_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv2d_stride_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv2d_strided_padding_dilation_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_conv_transpose3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_embedding_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_fractional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_fractional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_hardshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_hardtanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_interpolate_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_interpolate_nearest-exact_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_interpolate_trilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_kl_div_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_max_unpool1d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_max_unpool2d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_mish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_mse_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_multi_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_multilabel_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_pad_replicate_negative_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_pairwise_distance_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_pixel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_pixel_unshuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_poisson_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_rms_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_softplus_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nn_functional_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_norm_fro_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_norm_nuc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_normal_in_place_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_ones_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_pca_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_permute_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_polygamma_polygamma_n_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_polygamma_polygamma_n_4_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_pow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_quantile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_rand_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_randn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_randn_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_real_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_repeat_interleave_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_reshape_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_reshape_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_resize__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_resize_as__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_resolve_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_roll_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_rot90_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_round_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_scalar_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_scatter_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_select_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_sgn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_sign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_signal_windows_bartlett_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_signal_windows_general_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_signal_windows_general_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_signal_windows_nuttall_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_sinc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_sinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_slice_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_bessel_j1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_erfcx_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_hermite_polynomial_h_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_hermite_polynomial_he_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_polygamma_special_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_scaled_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_shifted_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_xlog1py_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_split_with_sizes_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_squeeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_squeeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_std_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_svd_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_take_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_tensordot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_tile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_to_sparse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_transpose_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_transpose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_tril_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_triu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_unbind_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_uniform_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_unique_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_unsafe_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_unsqueeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_view_as_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_view_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_zero__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_grad_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_H_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_T_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp___rpow___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp__batch_norm_with_update_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp__chunk_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp__segment_reduce_offsets_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp__softmax_backward_data_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp__unsafe_masked_index_put_accumulate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_addcdiv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_addmv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_addr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_all_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_aminmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_argsort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_argwhere_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_as_strided_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_asin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_atan2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_broadcast_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cdouble_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cfloat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_clamp_max_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_clone_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_column_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_combinations_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_conj_physical_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_constant_pad_nd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_contiguous_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_copysign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_count_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cummax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cummin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_deg2rad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_diff_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_div_floor_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_div_no_rounding_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_dstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_einsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_empty_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_empty_permuted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_eq_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_equal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_erf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_erfinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_expand_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_expand_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_expm1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_fft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_fft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_fftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_hfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_ifftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_ihfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_irfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fft_rfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_flip_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_flipud_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_floor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_fmod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_frac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_frexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_gather_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ge_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_geometric_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_geqrf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_gradient_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_grid_sampler_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_half_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_half_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_histogram_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_histogramdd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_hsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_index_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_index_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_index_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_isclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_isposinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_isreal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_kthvalue_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_lgamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_eigh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_eigvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_eigvalsh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_householder_product_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_inv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_inv_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_matrix_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_svdvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_tensorsolve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_vander_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_vecdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linalg_vector_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_log_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_log_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_log_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_logcumsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_logdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_logspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_long_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_lt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_masked_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_matrix_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_max_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_max_pool2d_with_indices_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_max_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_meshgrid_list_of_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_meshgrid_variadic_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_min_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_mm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_multinomial_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_mv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nan_to_num_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nanmedian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_narrow_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_new_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_new_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_binary_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_channel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv2d_stride_padding_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv2d_stride_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv2d_strided_padding_dilation_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv2d_strided_padding_dilation_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_conv_transpose3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_cosine_similarity_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_dropout2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_elu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_embedding_bag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_gaussian_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_gelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_glu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_hardswish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_interpolate_area_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_interpolate_bicubic_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_interpolate_trilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_kl_div_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_leaky_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_logsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_max_unpool1d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_max_unpool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_mish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_mse_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_mse_loss_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_pad_circular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_pad_replicate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_pixel_unshuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_poisson_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_relu6_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_rrelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_scaled_dot_product_attention_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_smooth_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_tanhshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_threshold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_nn_functional_upsample_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_norm_fro_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_normal_in_place_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_normal_number_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_pca_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_permute_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_pinverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_polar_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_polygamma_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_polygamma_polygamma_n_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_polygamma_polygamma_n_2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_polygamma_polygamma_n_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_quantile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_rad2deg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_repeat_interleave_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_reshape_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_resize__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_roll_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_round_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_round_decimals_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_round_decimals_neg_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_select_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_signal_windows_blackman_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_signal_windows_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_slice_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_slice_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sparse_mm_reduce_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sparse_sampled_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_airy_ai_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_bessel_j1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_hermite_polynomial_h_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_hermite_polynomial_he_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_i1e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_laguerre_polynomial_l_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_log_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_modified_bessel_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_ndtri_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_scaled_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_shifted_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_xlog1py_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_square_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_squeeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_squeeze_multiple_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_std_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_std_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_t_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_take_along_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_tan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_tensordot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_tile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_to_sparse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_topk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_trace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unbind_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unbind_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unflatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_uniform_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unsafe_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_unsqueeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_view_as_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_xlogy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvp_zero__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpjvpvmap_SortGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_MulGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_NumpyMulAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_SortGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_T_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ZeroGradientsGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp__chunk_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp__native_batch_norm_legit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp__softmax_backward_data_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp__unsafe_masked_index_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp__unsafe_masked_index_put_accumulate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp__upsample_bilinear2d_aa_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_abs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_addbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_addmm_decomposed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_addmv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_all_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_any_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_argsort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_argwhere_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_atan2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_bernoulli_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_bfloat16_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_block_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_bmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_bool_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_broadcast_shapes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_byte_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_cauchy_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_cosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_cov_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_cummin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_diag_embed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_diagonal_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_div_trunc_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_einsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_empty_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_equal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_erf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_erfc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_exp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_fft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_fftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_hfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_hfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_hfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_ifftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_ihfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_irfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fft_irfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_flatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_flip_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fliplr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_flipud_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_floor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_floor_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_fmod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_frexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_geometric_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_half_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_heaviside_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_histogram_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_igammac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_index_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_index_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_index_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_int_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_isfinite_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_isin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_isreal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_kthvalue_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ldexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_lgamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_cholesky_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_eig_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_householder_product_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_inv_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_ldl_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_ldl_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_lu_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_lu_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_matrix_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_matrix_rank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_multi_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_pinv_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_pinv_singular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linalg_vecdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_log10_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_log1p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_log_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_log_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_logdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_logspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_long_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_lt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_mH_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_fill_functorch_Scalar_only_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_masked_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_matrix_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_max_pool2d_with_indices_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_meshgrid_list_of_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_min_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_min_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_msort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_multinomial_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nan_to_num_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nanmedian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nansum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_native_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_native_dropout_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_native_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ne_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_adaptive_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_alpha_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_channel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_stride_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_stride_padding_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_stride_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv2d_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_embedding_bag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_gaussian_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_glu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_hardshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_hardsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_hardswish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_interpolate_area_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_interpolate_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_max_unpool1d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_max_unpool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_max_unpool2d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_mse_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_multi_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_multilabel_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_pad_constant_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_pad_replicate_negative_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_pairwise_distance_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_pixel_unshuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_poisson_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_relu6_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_rms_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_selu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_smooth_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nn_functional_upsample_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_nonzero_static_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_norm_fro_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_norm_inf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_norm_nuc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_outer_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_permute_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_pinverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_polar_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_polygamma_polygamma_n_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_positive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_rand_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_randint_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_randn_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_remainder_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_renorm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_resize_as__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_roll_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_rot90_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_round_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_round_decimals_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_round_decimals_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_scalar_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_scatter_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_scatter_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sgn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_short_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_signal_windows_blackman_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_signal_windows_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_signal_windows_general_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_signal_windows_hann_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sinc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_slice_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sparse_mm_reduce_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_airy_ai_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_bessel_j1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_bessel_y1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_erfcx_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_hermite_polynomial_he_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_modified_bessel_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_polygamma_special_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_split_with_sizes_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_square_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_squeeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_std_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_sum_to_size_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_svd_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_t_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_take_along_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_take_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_trace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_transpose_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_tril_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_triu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_unflatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_unique_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_unsqueeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_unsqueeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_view_as_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_where_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_xlogy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_zero__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjp_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjpvmap_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjpvmap_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjpvmap_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjpvmap_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvjpvmap_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmap_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmap_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmap_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmap_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmap_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmap_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmapvmap_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmapvmap_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmapvmap_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_jvpvmapvmap_ZeroGradientsGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_bool_raises_argmax_cpu_bool, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_bool_raises_argmin_cpu_bool, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_bool_raises_ceil_cpu_bool, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_amax_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_amin_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_argmax_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_argmax_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_argmin_cpu_complex32, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_ceil_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_ceil_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_floor_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_floor_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_ge_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_lt_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_lt_cpu_complex32, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_lt_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_maximum_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_maximum_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_minimum_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_minimum_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_sort_cpu_complex128, test/functorch/test_ops.py::TestOperatorsCPU::test_ordered_complex_raises_sort_cpu_complex64, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_conj_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_contiguous_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_diagonal_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_expand_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_expand_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_flatten_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_flatten_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_list_return_dsplit_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_list_return_hsplit_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_list_return_split_list_args_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_list_return_split_list_args_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_list_return_unbind_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_mT_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_narrow_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_reshape_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_resolve_conj_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_resolve_neg_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_resolve_neg_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_select_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_select_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_special_grad_op_jvp_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_special_grad_op_vjp_cpu, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_squeeze_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_squeeze_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_squeeze_multiple_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_squeeze_multiple_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_unflatten_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_unflatten_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_unfold_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_unsqueeze_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_unsqueeze_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_view_as_complex_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_view_grad_op_jvp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_view_then_inplace_view_grad_op_vjp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_H_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_NumpyMulAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp___getitem___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp___radd___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp___rdiv___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp___rpow___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp__chunk_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp__segment_reduce_lengths_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp__softmax_backward_data_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp__unsafe_masked_index_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp__unsafe_masked_index_put_accumulate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_addmm_decomposed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_aminmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_angle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_any_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_argwhere_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_as_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_as_strided_partial_views_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_asin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_asinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_bernoulli_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_bfloat16_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_block_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_bool_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_broadcast_shapes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_broadcast_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_bucketize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_byte_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_cartesian_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_cauchy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_cfloat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_char_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_clamp_max_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_clamp_min_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_clone_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_combinations_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_expm1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_fft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_hfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_ifft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_ifft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_ifftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_ihfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_irfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fft_irfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_float_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_float_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_float_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_floor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_fmod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_frac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_frexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_ge_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_geometric_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_gradient_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_gt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_half_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_hash_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_igammac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_index_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_index_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_index_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_index_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_inner_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_int_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_isin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_isinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_jiterator_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_jiterator_unary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_kthvalue_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_ldexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_det_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_eigvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_eigvalsh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_inv_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_ldl_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_lu_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_matrix_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_matrix_rank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_multi_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_pinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_pinv_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_tensorsolve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_vander_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linalg_vector_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_log10_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logical_and_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logical_or_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_lu_unpack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_masked_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_max_pool2d_with_indices_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_maximum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_min_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_min_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_min_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_msort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_mul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_mvlgamma_mvlgamma_p_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nansum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_new_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_new_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_adaptive_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv2d_stride_depthwise_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv2d_stride_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv2d_stride_padding_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv2d_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_cosine_similarity_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_dropout2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_elu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_embedding_bag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_fractional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_fractional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_gaussian_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_gelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_hardtanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_interpolate_nearest_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_kl_div_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_logsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_max_unpool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_mish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_mse_loss_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_multilabel_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_normalize_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_selu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_silu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_smooth_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_softplus_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_tanhshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjp_nn_functional_triplet_margin_with_distance_loss_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_index_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_isclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_isinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_jiterator_2inputs_2outputs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_jiterator_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_kthvalue_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_linalg_cond_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_linalg_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_linalg_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_linalg_eig_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_erfcx_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_i0e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_i1e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_laguerre_polynomial_l_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_modified_bessel_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_ndtri_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_special_xlog1py_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_split_list_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_sqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_squeeze_multiple_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_std_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_svd_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_take_along_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_take_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_tanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_unbind_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_unbind_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_uniform_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_unsqueeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_var_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_view_as_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_view_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjp_where_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_MulGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_NumpyMulAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvjpvmap_ZeroGradientsGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_MulGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_NumpyMulAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap___rdiv___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap___rsub___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap__batch_norm_with_update_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap__chunk_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap__unsafe_masked_index_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap__unsafe_masked_index_put_accumulate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap__upsample_bilinear2d_aa_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_abs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_acosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_addbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_addmm_decomposed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_addr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_alias_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_all_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_aminmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_angle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_any_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_arange_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_argsort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_as_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_as_strided_partial_views_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_as_strided_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_asin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_atan2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_atleast_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_bernoulli_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_bfloat16_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_bfloat16_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_block_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_bmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_bool_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_broadcast_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_bucketize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cartesian_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cdouble_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_char_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_char_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cholesky_inverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_clamp_min_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_combinations_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_constant_pad_nd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_contiguous_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_copysign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_corrcoef_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_count_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cov_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cummax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_cumulative_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_deg2rad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_diff_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_double_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_double_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_einsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_eq_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_erfc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_erfinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_exp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_expand_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_expand_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_expand_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_expm1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_fftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_fftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_ifft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_ifftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_irfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_irfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_rfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fft_rfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_flatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_flip_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fliplr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_floor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_fmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_frexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_gather_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ge_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_geometric_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_grid_sampler_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_gt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_half_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_hash_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_igammac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_index_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_index_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_index_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_inner_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_int_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_isclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_isfinite_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_isneginf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_isposinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_isreal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_jiterator_binary_return_by_ref_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ldexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_lgamma_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_matrix_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_pinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_pinv_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_pinv_singular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_svdvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linalg_tensorsolve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_log_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_logical_xor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_logspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_long_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_lu_unpack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_masked_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_matmul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_max_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_max_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_maximum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_min_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_min_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_minimum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_mul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_mvlgamma_mvlgamma_p_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nan_to_num_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nansum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_new_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_new_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_new_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_new_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nextafter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_adaptive_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_binary_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_conv2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_conv2d_stride_depthwise_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_conv2d_stride_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_conv3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_conv_transpose3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_cosine_similarity_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_dropout3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_embedding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_gaussian_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_gelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_glu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_hardsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_instance_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_interpolate_nearest-exact_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_interpolate_trilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_max_unpool1d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_max_unpool2d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_max_unpool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_mse_loss_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_multilabel_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_pad_circular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_pad_replicate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_pad_replicate_negative_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_pairwise_distance_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_pixel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_relu6_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_rrelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_scaled_dot_product_attention_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_silu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nn_functional_upsample_nearest_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_nonzero_static_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_normal_in_place_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ones_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_permute_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_permute_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_pinverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_polar_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_pow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_randn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_randn_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_real_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_remainder_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_renorm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_reshape_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_resolve_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_roll_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_rot90_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_round_decimals_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_round_decimals_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_round_decimals_neg_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_rsqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_rsub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_scalar_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_scatter_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_scatter_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_scatter_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_signal_windows_bartlett_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_signal_windows_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_signal_windows_general_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_sinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_slice_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_slice_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_sparse_mm_reduce_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_sparse_sampled_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_bessel_y1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_entr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_laguerre_polynomial_l_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_log_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_modified_bessel_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_ndtri_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_split_with_sizes_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_split_with_sizes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_squeeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_std_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_sum_to_size_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_svd_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_take_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_tensordot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_topk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_transpose_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_transpose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_triangular_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_unflatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_unique_consecutive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_unique_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_unsqueeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_unsqueeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_var_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmap_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmapvmap_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmapvmap_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmapvmap_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmapvmap_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmapvmap_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vjpvmapvmap_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_H_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_H_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_NumpyTakeAutogradFunction_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ScaleGradGenVmapAutogradFunction_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_SortGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_T_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ZeroGradientsGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___getitem___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___getitem___cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___getitem___functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___getitem___functorch_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___radd___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___radd___cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___rdiv___cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___rmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad___rsub___cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad__native_batch_norm_legit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad__segment_reduce_lengths_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad__segment_reduce_lengths_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad__softmax_backward_data_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad__unsafe_masked_index_put_accumulate_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad__upsample_bilinear2d_aa_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_abs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_acos_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_acosh_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addcdiv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addcmul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addmm_decomposed_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addmv_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_addr_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_alias_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_all_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_allclose_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_amin_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_aminmax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_angle_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_argmax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_argsort_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_as_strided_partial_views_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_as_strided_partial_views_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_as_strided_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_as_strided_scatter_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_asinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_atanh_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_atleast_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_atleast_3d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_baddbmm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bernoulli_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bernoulli_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bfloat16_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_block_diag_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bmm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bool_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bool_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bool_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bool_functorch_no_channels_last_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_broadcast_tensors_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_broadcast_to_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_bucketize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_byte_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_byte_functorch_no_channels_last_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cartesian_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cartesian_prod_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cauchy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cdouble_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cdouble_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ceil_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_char_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_char_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cholesky_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cholesky_inverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cholesky_inverse_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cholesky_solve_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_chunk_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_clamp_max_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_clamp_min_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_clone_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_combinations_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_combinations_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_complex_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_conj_physical_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_constant_pad_nd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_constant_pad_nd_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_contiguous_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_corrcoef_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cosh_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_count_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cov_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cross_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cummin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cumprod_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cumulative_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_cumulative_trapezoid_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_diagonal_copy_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_diagonal_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_digamma_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_div_floor_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_div_no_rounding_mode_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_div_trunc_rounding_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_dot_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_double_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_einsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_empty_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_empty_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_empty_permuted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_empty_permuted_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_eq_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_equal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_erf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_erf_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_erfc_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_erfinv_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_exp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_exp2_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_expand_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_expand_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_expand_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_expand_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_exponential_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_fft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_fft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_fftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_fftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_fftshift_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_hfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_hfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_hfftn_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ifft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ifftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ifftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ifftshift_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ihfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ihfft2_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ihfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ihfft_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_ihfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_irfft2_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_irfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_irfftn_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_rfft2_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_rfft_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fft_rfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fill_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_float_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_float_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_float_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_float_functorch_no_channels_last_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_float_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_float_power_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_floor_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_floor_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fmax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fmin_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_fmod_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_frac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_frac_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_gather_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ge_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ge_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_geometric_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_geometric_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_gradient_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_grid_sampler_2d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_grid_sampler_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_gt_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_half_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_half_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_half_functorch_no_channels_last_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_hash_tensor_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_heaviside_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_heaviside_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_histc_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_histogram_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_histogramdd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_histogramdd_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_hsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_hsplit_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_hstack_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_igamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_igammac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_index_fill_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_index_put_functorch_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_index_reduce_amax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_index_reduce_mean_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_inner_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_inner_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_int_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_int_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_int_functorch_no_channels_last_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_isfinite_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_isinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_isposinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_isposinf_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_isreal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_isreal_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_binary_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_binary_return_by_ref_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_jiterator_unary_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_kthvalue_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ldexp_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lerp_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lgamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lgamma_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_cholesky_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_cholesky_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_cholesky_ex_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_cond_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_cond_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_cross_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_det_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_eig_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_eigh_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_eigvals_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_householder_product_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_householder_product_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_inv_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_inv_ex_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_ldl_factor_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_ldl_factor_ex_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_ldl_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_ldl_solve_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lstsq_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lstsq_grad_oriented_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lu_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lu_factor_ex_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_lu_solve_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_matrix_norm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_matrix_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_matrix_rank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_matrix_rank_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_multi_dot_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_pinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_pinv_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_pinv_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_pinv_hermitian_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_qr_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_slogdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_solve_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_solve_triangular_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_svd_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_tensorsolve_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_vander_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_vander_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_vecdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_vecdot_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linalg_vector_norm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linspace_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_linspace_tensor_overload_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log10_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log2_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log_softmax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_log_softmax_with_dtype_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logaddexp_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logcumsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logdet_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logical_and_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logical_not_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_long_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_long_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lt_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mT_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_amax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_cumsum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_logaddexp_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_median_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_prod_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_scatter_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_select_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_softmin_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_std_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_sum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_masked_var_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_matmul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_matmul_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_matrix_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_max_pool2d_with_indices_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_maximum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_maximum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_median_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_meshgrid_list_of_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_meshgrid_variadic_tensors_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_min_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_min_binary_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_min_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_min_reduction_no_dim_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_min_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_minimum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mode_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_msort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_multinomial_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mv_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nan_to_num_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nanmean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nanmean_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nanmedian_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nanquantile_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nansum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_narrow_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_narrow_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_native_dropout_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_native_dropout_backward_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ne_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_neg_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_new_empty_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_new_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_new_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_new_zeros_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nextafter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_adaptive_max_pool3d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_alpha_dropout_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_batch_norm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_channel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_channel_shuffle_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv1d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_stride_no_bias_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_with_bias_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv2d_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv3d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv_transpose1d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_cosine_similarity_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_cosine_similarity_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_cross_entropy_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_ctc_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_dropout3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_elu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_embedding_bag_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_embedding_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_embedding_functorch_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_without_train_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_gelu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_glu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_glu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hardshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hardshrink_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hardsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hardsigmoid_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hardswish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hardswish_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_huber_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_instance_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_instance_norm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_area_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_linear_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_kl_div_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_leaky_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_leaky_relu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_margin_ranking_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool1d_grad_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool2d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool3d_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_max_unpool3d_grad_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_mish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_mish_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_mse_loss_functorch_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_multilabel_soft_margin_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_nll_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pad_circular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pad_circular_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pad_constant_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pad_replicate_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pairwise_distance_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pdist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pdist_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_scaled_dot_product_attention_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_selu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_silu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_silu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_soft_margin_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_softplus_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_tanhshrink_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_threshold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_threshold_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_triplet_margin_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_triplet_margin_with_distance_loss_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nn_functional_unfold_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_nonzero_static_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_norm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_norm_fro_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_norm_nuc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_norm_nuc_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_normal_in_place_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ones_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ops_aten_index_put_functorch_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ormqr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_outer_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_outer_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_pca_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_permute_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_pinverse_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_polar_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_polygamma_polygamma_n_0_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_polygamma_polygamma_n_1_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_polygamma_polygamma_n_2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_positive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_positive_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_pow_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_quantile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_rand_like_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_randint_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_randint_like_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_randn_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_ravel_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_reciprocal_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_remainder_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_remainder_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_reshape_as_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_reshape_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_reshape_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_resize__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_resize_as__cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_resolve_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_resolve_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_resolve_neg_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_roll_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_rot90_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_round_decimals_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_round_decimals_0_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_round_decimals_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_round_decimals_neg_3_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_rsqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_rsub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scalar_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scalar_tensor_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_reduce_amax_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_reduce_prod_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_scatter_reduce_sum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_searchsorted_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_select_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_select_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sgn_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_short_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_bartlett_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_blackman_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_blackman_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_exponential_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_gaussian_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_general_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_general_cosine_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_general_hamming_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_hamming_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signal_windows_nuttall_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_signbit_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sinc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_slice_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_slice_scatter_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sparse_mm_reduce_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sparse_sampled_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sparse_sampled_addmm_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_airy_ai_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_airy_ai_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_bessel_j0_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_bessel_y0_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_bessel_y1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_bessel_y1_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_chebyshev_polynomial_v_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_entr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_entr_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_erfcx_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_hermite_polynomial_h_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_hermite_polynomial_h_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_hermite_polynomial_he_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_i1_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_i1e_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_laguerre_polynomial_l_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_laguerre_polynomial_l_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_legendre_polynomial_p_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_log_ndtr_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_modified_bessel_k1_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_ndtr_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_w_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_spherical_bessel_j0_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_xlog1py_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_special_zeta_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_split_list_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_split_list_args_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_split_with_sizes_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_split_with_sizes_copy_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_split_with_sizes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sqrt_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_square_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_squeeze_copy_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_squeeze_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_squeeze_multiple_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_stack_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_std_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_std_mean_unbiased_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_std_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_stft_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sum_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_sum_to_size_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_svd_lowrank_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_t_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_t_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_take_along_dim_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_take_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_tan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_tan_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_tensordot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_tensordot_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_tile_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_trace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_transpose_copy_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_transpose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_triangular_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_tril_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_triu_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_trunc_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unbind_copy_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unbind_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unbind_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unflatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unflatten_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_uniform_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unique_consecutive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unique_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unique_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unsafe_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unsafe_chunk_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unsafe_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unsafe_split_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_unsqueeze_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_var_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_var_mean_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_var_mean_unbiased_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_vdot_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_view_as_complex_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_view_as_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_view_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_vsplit_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_zeros_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_zeros_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmap_autograd_grad_zeros_like_cpu_float64, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_H_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ScaleGradGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_SelectGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_SortGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ZeroGradientsGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall___getitem___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall___radd___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall___rdiv___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall__batch_norm_with_update_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall__native_batch_norm_legit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall__segment_reduce_offsets_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall__softmax_backward_data_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall__upsample_bilinear2d_aa_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_acosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_addbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_addcdiv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_alias_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_any_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_argsort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_as_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_asin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_atan2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_bfloat16_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_bfloat16_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_block_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_bool_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_bool_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_broadcast_shapes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_broadcast_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cauchy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cdist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cdouble_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_chalf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_char_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cholesky_inverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_clamp_max_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_conj_physical_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_corrcoef_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_count_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cummax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cummin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_cumulative_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_deg2rad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_diag_embed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_diagonal_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_diff_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_div_no_rounding_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_double_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_double_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_dstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_empty_permuted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_eq_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_equal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_erfc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_expand_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_expand_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_expm1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_fft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_hfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_ifft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_ifftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_ifftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_ihfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_irfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_rfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fft_rfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_flatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_flip_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fliplr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_float_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_fmod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_frac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_frexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_gather_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_gradient_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_grid_sampler_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_H_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_MulGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_NumpyExpMarkDirtyAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_SortGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_T_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule___getitem___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule___rmatmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule___rpow___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule___rsub___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule__batch_norm_with_update_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule__segment_reduce_lengths_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule__segment_reduce_offsets_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule__unsafe_masked_index_put_accumulate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_abs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_acosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_addbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_addcdiv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_addmm_decomposed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_addmv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_addr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_allclose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_aminmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_angle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_arange_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_argwhere_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_as_strided_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_as_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_as_strided_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_asin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_atan2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_atleast_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_atleast_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_bfloat16_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_bfloat16_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_bool_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_bool_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_broadcast_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_broadcast_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_bucketize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_byte_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cartesian_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cauchy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_chalf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_char_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_clone_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_column_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_constant_pad_nd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_contiguous_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_corrcoef_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_count_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cov_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cummax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cummin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_diag_embed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_diff_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_div_floor_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_double_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_double_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_dsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_empty_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_empty_permuted_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_logical_and_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_logical_not_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_logspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_long_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_lt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_mT_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_native_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_native_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_new_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_new_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_alpha_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_dropout2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_elu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_embedding_bag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_embedding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_embedding_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_gaussian_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_area_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_nearest-exact_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_nearest_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_trilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_leaky_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_logsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool2d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_mish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_pad_reflect_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_pixel_unshuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_prelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_scaled_dot_product_attention_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_selu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_silu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_tanhshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_threshold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nn_functional_upsample_nearest_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_nonzero_static_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_norm_fro_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_normal_number_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_ormqr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_polar_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_4_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_positive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_rad2deg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_rand_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_randn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_remainder_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_renorm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_repeat_interleave_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_round_decimals_neg_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_rsqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_scatter_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_scatter_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_scatter_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_bartlett_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_blackman_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_general_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signal_windows_nuttall_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_signbit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_sinc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_sinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_slice_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_sparse_mm_reduce_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_sparse_sampled_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_bessel_y1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_entr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_erfcx_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_i0e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_i1e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_log_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_modified_bessel_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_ndtri_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_polygamma_special_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_xlog1py_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_squeeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_std_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_svd_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_take_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_tan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_tensordot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_tile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_transpose_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_triangular_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unbind_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unflatten_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unique_consecutive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unique_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unsafe_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unsafe_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_unsqueeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_where_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_zero__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_has_batch_rule_zeros_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_heaviside_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_histogramdd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_igamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_index_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_index_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_index_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_isfinite_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_isin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_isinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_jiterator_2inputs_2outputs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_jiterator_binary_return_by_ref_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ldexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_lgamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_cholesky_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_cond_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_det_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_eigvalsh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_inv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_ldl_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_lstsq_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_lu_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_matrix_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_matrix_rank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_svd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_svdvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_tensorinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_tensorsolve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_vander_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linalg_vector_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_log1p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_log_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_log_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_log_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logical_and_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logical_or_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_long_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mH_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_masked_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_max_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_max_pool2d_with_indices_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_max_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_maximum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_meshgrid_list_of_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_min_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_min_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_min_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_minimum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_multinomial_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mvlgamma_mvlgamma_p_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nanmean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nanmedian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nanquantile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nansum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_native_dropout_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_new_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nextafter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_binary_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv2d_stride_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv2d_strided_padding_dilation_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv2d_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_dropout3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_embedding_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_hardshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_hardsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_hardswish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_instance_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_interpolate_bicubic_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_leaky_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_max_unpool1d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_max_unpool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_max_unpool3d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_mse_loss_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_multi_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_pad_circular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_pad_reflect_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_pad_replicate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_pixel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_prelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_relu6_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_softplus_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_softsign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nn_functional_upsample_nearest_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_nonzero_static_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_norm_fro_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_normal_in_place_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_normal_number_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ops_aten_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_outer_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_permute_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_permute_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_polygamma_polygamma_n_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_polygamma_polygamma_n_2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_positive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_rad2deg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_randint_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_randn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_remainder_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_repeat_interleave_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_resize_as__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_resolve_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_rot90_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_round_decimals_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_rsub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_scatter_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_scatter_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_scatter_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_scatter_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_searchsorted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_select_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_sgn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_short_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_sigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signal_windows_bartlett_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signal_windows_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signal_windows_general_cosine_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signal_windows_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signal_windows_hann_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_signbit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_slice_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_sort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_sparse_mm_reduce_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_hermite_polynomial_h_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_i1e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_modified_bessel_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_shifted_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_split_list_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_split_with_sizes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_sqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_square_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_squeeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_squeeze_multiple_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_std_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_std_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_std_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_tan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_tensordot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_topk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_trace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_triangular_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_tril_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_triu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_unbind_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_unique_consecutive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_unsafe_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_var_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_view_as_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_view_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_where_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_xlogy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_zero__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpall_zeros_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_ForwardHasDefaultArgsAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_NumpyMulAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_NumpySortAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_SelectAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_T_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_ZeroGradientsGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp___getitem___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp___rmod___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp___rmul___cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp__batch_norm_with_update_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp__chunk_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp__segment_reduce_offsets_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp__unsafe_masked_index_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp__upsample_bilinear2d_aa_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_abs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_acos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_acosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_addcdiv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_addcmul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_addmv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_all_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_aminmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_any_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_arange_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_argwhere_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_as_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_asinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_atanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_bernoulli_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_bfloat16_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_bool_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_broadcast_shapes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_broadcast_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_byte_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cauchy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cdouble_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cfloat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cholesky_inverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_clamp_max_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_clamp_min_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_clone_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_column_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_combinations_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_complex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_constant_pad_nd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cos_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_count_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cummin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_deg2rad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_diag_embed_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_diff_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_div_no_rounding_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_div_trunc_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_double_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_empty_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_erf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_expand_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_expand_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_expm1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_fft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_fftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_ifft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_ifftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_ihfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_ihfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_irfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_irfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fft_rfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fliplr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_float_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_float_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_float_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_fmod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_gather_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_geqrf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_gradient_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_grid_sampler_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_histogramdd_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_hsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_hstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_index_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_index_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_inner_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_int_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_int_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_isfinite_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_isin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_isinf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_isneginf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_isreal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_jiterator_2inputs_2outputs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_jiterator_unary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_ldexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_lgamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_eigvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_eigvalsh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_householder_product_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_inv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_ldl_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_lstsq_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_lstsq_grad_oriented_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_matrix_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_matrix_rank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_matrix_rank_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_multi_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_pinv_hermitian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_pinv_singular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_slogdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_tensorinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linalg_vecdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_log_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_logical_not_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_logical_xor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_long_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_lt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_lu_unpack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_max_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_maximum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_meshgrid_list_of_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_meshgrid_variadic_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_min_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_minimum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_multinomial_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mvlgamma_mvlgamma_p_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mvlgamma_mvlgamma_p_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nanmedian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_native_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_native_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_new_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nextafter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_alpha_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_channel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_conv2d_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_conv2d_stride_groups_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_conv3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_conv_transpose1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_cosine_similarity_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_cross_entropy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_dropout2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_elu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_embedding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_fractional_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_fractional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_glu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_hardsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_hardswish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_hardtanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_instance_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_interpolate_area_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_interpolate_bicubic_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_interpolate_nearest-exact_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_kl_div_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_leaky_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_logsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_max_unpool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_max_unpool3d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_mse_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_mse_loss_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_multilabel_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_pad_circular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_pad_reflect_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_pad_replicate_negative_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_pixel_shuffle_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_prelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_rms_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_silu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_smooth_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_softmin_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_softplus_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_threshold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_upsample_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nn_functional_upsample_nearest_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_normal_number_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_ones_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_ormqr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_pca_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_pinverse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_polygamma_polygamma_n_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_polygamma_polygamma_n_4_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_pow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_rad2deg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_randn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_randn_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_real_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_renorm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_reshape_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_reshape_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_resize__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_resolve_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_roll_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_rot90_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_round_decimals_neg_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_rsub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_scalar_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_scatter_add_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_scatter_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_scatter_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_sgn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_sign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_signal_windows_general_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_signbit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_sinc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_slice_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_sparse_sampled_addmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_bessel_j1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_hermite_polynomial_he_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_laguerre_polynomial_l_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_log_ndtr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_modified_bessel_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_polygamma_special_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_scaled_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_sqrt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_squeeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_squeeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_stack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_std_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_stft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_sub_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_svd_lowrank_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_take_along_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_tan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_tanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_to_sparse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_torch_ops_aten__safe_softmax_default_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_transpose_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_triangular_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_triu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_unbind_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_uniform_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_unsafe_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_var_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_view_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_where_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_xlogy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapjvpvjp_zero__cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nn_functional_softsign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nn_functional_tanhshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nn_functional_threshold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nn_functional_triplet_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nn_functional_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_nonzero_static_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_norm_inf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_ops_aten_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_remainder_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_repeat_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_entr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_erfcx_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_hermite_polynomial_he_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_modified_bessel_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_polygamma_special_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_special_xlog1py_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_view_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_where_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_has_batch_rule_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_hash_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_histc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_hsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_igammac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_index_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_index_reduce_amax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_index_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_index_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_index_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_inner_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_isneginf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_isreal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_jiterator_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_jiterator_binary_return_by_ref_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_kron_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_lgamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_cond_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_det_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_eig_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_eigvalsh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_inv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_ldl_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_ldl_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_lstsq_grad_oriented_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_matrix_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_matrix_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_pinv_singular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_svdvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linalg_vecdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_log1p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_log_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logaddexp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logical_and_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logical_not_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logical_xor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_long_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_lu_unpack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_argmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_logsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_select_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_masked_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_matmul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_max_binary_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_max_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_maximum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_meshgrid_list_of_tensors_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_native_dropout_backward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_native_layer_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_new_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_new_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_new_ones_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_new_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_adaptive_avg_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_batch_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_conv1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_conv2d_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_conv2d_stride_padding_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_conv2d_stride_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_dropout2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_dropout3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_gaussian_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_gelu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_hardshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_hardsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_hardswish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_hardtanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_hinge_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_instance_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_interpolate_bicubic_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_local_response_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_logsigmoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_nn_functional_max_unpool3d_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_signal_windows_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_signal_windows_hann_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_signal_windows_kaiser_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_signal_windows_nuttall_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_sin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_sinh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_slice_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_slice_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_airy_ai_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_bessel_j1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_erfcx_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_shifted_chebyshev_polynomial_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_split_list_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjp_split_with_sizes_copy_cpu_float32, 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test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_atan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_atleast_1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_atleast_3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_baddbmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_block_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_bmm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_broadcast_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_bucketize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_byte_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_byte_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cartesian_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cdouble_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ceil_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cfloat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_chalf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cholesky_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cholesky_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_clamp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_clamp_min_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_combinations_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_conj_physical_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_copysign_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cosh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cumsum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_cumulative_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_deg2rad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_diag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_diagflat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_diagonal_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_diagonal_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_digamma_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_dist_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_div_floor_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_div_no_rounding_mode_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_div_trunc_rounding_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_double_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_dstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_empty_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_empty_permuted_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_equal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_erf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_erfc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_erfinv_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_exp2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_exp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_expand_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_expm1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_fft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_fft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_fftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_fftshift_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_hfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_hfftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_ifft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_ifft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_ifftn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_ihfft_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fft_irfft2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_flipud_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_float_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_frac_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_full_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_full_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_gather_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ge_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_geometric_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_geqrf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_grid_sampler_2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_gt_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_half_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_hash_tensor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_hypot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_index_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_index_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_index_reduce_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_index_reduce_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_isnan_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_item_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_jiterator_2inputs_2outputs_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_jiterator_4inputs_with_extra_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ldexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_le_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_lerp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_cond_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_cross_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_det_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_diagonal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_eigvalsh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_householder_product_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_ldl_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_ldl_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_ldl_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_lu_factor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_lu_factor_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_lu_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_matrix_power_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_multi_dot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_norm_subgradients_at_zero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_pinv_singular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_slogdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_solve_ex_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_solve_triangular_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_svdvals_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linalg_vander_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linspace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_linspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_log2_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_log_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_log_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logaddexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logcumsumexp_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logdet_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logical_and_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logical_not_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logical_xor_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_logspace_tensor_overload_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_long_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_lu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_lu_unpack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mH_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mT_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_argmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_cumprod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_fill_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_fill_functorch_Scalar_only_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_median_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_prod_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_softmax_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_masked_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_matmul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_max_reduction_no_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_max_reduction_with_dim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_meshgrid_list_of_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_meshgrid_variadic_tensors_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_minimum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_movedim_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_msort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mul_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_multinomial_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mvlgamma_mvlgamma_p_1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mvlgamma_mvlgamma_p_3_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_mvlgamma_mvlgamma_p_5_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nan_to_num_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nanmean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nanmedian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nanquantile_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_narrow_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_new_empty_strided_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_new_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nextafter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_adaptive_avg_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_adaptive_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_adaptive_max_pool1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_adaptive_max_pool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_alpha_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_avg_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_celu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv1d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_stride_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_stride_padding_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_stride_padding_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_stride_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_conv_transpose2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_cosine_embedding_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_cosine_similarity_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_ctc_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_dropout_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_elu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_embedding_bag_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_fractional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_glu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_grid_sample_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_group_norm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_hardshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_hardtanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_huber_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_interpolate_area_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_interpolate_bicubic_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_interpolate_bilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_interpolate_linear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_interpolate_trilinear_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_kl_div_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_leaky_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_margin_ranking_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_max_pool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_max_unpool2d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_max_unpool2d_grad_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_max_unpool3d_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_mish_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_mse_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_multi_head_attention_forward_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_multi_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_multilabel_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_normalize_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_pad_replicate_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_poisson_nll_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_relu6_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_relu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_scaled_dot_product_attention_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_smooth_l1_loss_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_softmin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_softplus_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_softshrink_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nn_functional_unfold_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_nonzero_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_norm_fro_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_norm_inf_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_normal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_normal_in_place_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ops_aten_index_put_functorch_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ormqr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_outer_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_permute_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_polar_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_polygamma_polygamma_n_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_polygamma_polygamma_n_4_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_positive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_put_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_qr_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_randint_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_randn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_randn_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_ravel_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_real_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_reciprocal_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_renorm_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_repeat_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_repeat_interleave_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_reshape_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_resize_as__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_resolve_conj_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_resolve_neg_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_roll_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_rot90_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_round_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_round_decimals_0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_scatter_reduce_amin_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_scatter_reduce_sum_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_select_scatter_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_sgn_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_short_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_short_functorch_no_channels_last_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_bartlett_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_exponential_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_gaussian_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_general_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_hamming_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_kaiser_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_signal_windows_nuttall_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_sinc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_softmax_with_dtype_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_sort_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_bessel_y0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_hermite_polynomial_h_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_hermite_polynomial_he_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_i0e_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_i1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_laguerre_polynomial_l_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_legendre_polynomial_p_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_modified_bessel_i0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_scaled_modified_bessel_k0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_scaled_modified_bessel_k1_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_u_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_v_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_w_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_spherical_bessel_j0_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_special_zeta_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_split_list_args_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_split_with_sizes_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_split_with_sizes_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_squeeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_squeeze_multiple_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_std_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_std_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_std_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_sum_to_size_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_t_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_tanh_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_tensor_split_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_to_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_to_sparse_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_topk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_trace_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_transpose_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_trapezoid_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_trapz_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_triangular_solve_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_triu_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_true_divide_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_trunc_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unbind_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unbind_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unfold_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_uniform_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unique_consecutive_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unsafe_chunk_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unsqueeze_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_unsqueeze_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_var_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_var_mean_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_var_mean_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_var_unbiased_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_vdot_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_view_as_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_view_copy_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_view_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_vsplit_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_vstack_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_zero__cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_zeros_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvjp_zeros_like_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvmap_CubeGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvmap_MulGenVmapAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvmap_NumpyCubeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvmap_NumpyCubeNotComposableAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvmap_NumpyTakeAutogradFunction_cpu_float32, test/functorch/test_ops.py::TestOperatorsCPU::test_vmapvjpvmap_SortGenVmapAutogradFunction_cpu_float32 2025-09-07T07:11:26.8808560Z 2025-09-07T07:11:28.5525910Z Running test_decomp 5/5 ... [2025-09-07 07:11:28.552382] 2025-09-07T07:11:28.5526600Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:11:28.5528650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:28.552639] 2025-09-07T07:17:04.4198440Z 2025-09-07T07:17:04.4199410Z test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.1_875fa79ca3d8533b_.log 2025-09-07T07:17:04.5683540Z Running 6841 items in this shard: test/test_modules.py::TestModuleCPU::test_check_inplace_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_forward_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTM_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTM_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNN_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNN_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cpu_float64, 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test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_repr_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_save_load_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCELoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCELoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCEWithLogitsLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCEWithLogitsLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Bilinear_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Bilinear_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CTCLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CTCLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CosineEmbeddingLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CosineEmbeddingLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CrossEntropyLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CrossEntropyLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Embedding_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Embedding_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRUCell_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRUCell_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GaussianNLLLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GaussianNLLLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GroupNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GroupNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardshrink_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardshrink_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardswish_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardswish_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardtanh_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardtanh_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HingeEmbeddingLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HingeEmbeddingLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HuberLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HuberLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_KLDivLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_KLDivLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_L1Loss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_L1Loss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTMCell_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTMCell_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LayerNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LayerNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LeakyReLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LeakyReLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Linear_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Linear_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LocalResponseNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LocalResponseNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSigmoid_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSigmoid_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSoftmax_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSoftmax_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MSELoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MSELoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MarginRankingLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MarginRankingLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Mish_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Mish_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_NLLLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_NLLLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PReLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PReLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PoissonNLLLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PoissonNLLLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RMSNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RMSNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNNCell_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNNCell_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU6_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU6_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SiLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SiLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Sigmoid_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Sigmoid_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SmoothL1Loss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SmoothL1Loss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SoftMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SoftMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmin_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmin_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softplus_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softplus_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softshrink_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softshrink_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softsign_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softsign_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanh_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanh_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanhshrink_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanhshrink_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Threshold_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Threshold_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerDecoderLayer_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerDecoderLayer_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Transformer_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Transformer_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTM_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTM_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNN_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNN_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCELoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCELoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCEWithLogitsLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCEWithLogitsLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Bilinear_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Bilinear_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CTCLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CTCLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CosineEmbeddingLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CosineEmbeddingLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CrossEntropyLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CrossEntropyLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Embedding_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Embedding_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRUCell_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRUCell_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GaussianNLLLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GaussianNLLLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GroupNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GroupNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardshrink_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardshrink_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardswish_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardswish_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardtanh_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardtanh_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HingeEmbeddingLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HingeEmbeddingLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HuberLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HuberLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_KLDivLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_KLDivLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_L1Loss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_L1Loss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTMCell_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTMCell_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LayerNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LayerNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LeakyReLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LeakyReLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Linear_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Linear_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LocalResponseNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LocalResponseNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSigmoid_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSigmoid_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSoftmax_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSoftmax_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MSELoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MSELoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MarginRankingLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MarginRankingLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Mish_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Mish_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_NLLLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_NLLLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PReLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PReLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PoissonNLLLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PoissonNLLLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RMSNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RMSNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNNCell_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNNCell_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU6_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU6_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SiLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SiLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Sigmoid_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Sigmoid_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SmoothL1Loss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SmoothL1Loss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SoftMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SoftMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmin_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmin_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softplus_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softplus_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softshrink_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softshrink_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softsign_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softsign_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanh_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanh_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanhshrink_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanhshrink_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Threshold_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Threshold_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerDecoderLayer_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerDecoderLayer_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Transformer_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Transformer_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_True_set_grad_True_mps_float32 2025-09-07T07:17:04.7132020Z 2025-09-07T07:17:06.8174330Z Running optim/test_optim 1/1 ... [2025-09-07 07:17:06.817239] 2025-09-07T07:17:06.8175080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:06.8177190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'optim/test_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:06.817514] 2025-09-07T07:17:08.4839410Z 2025-09-07T07:17:08.4840040Z optim/test_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_optim_1.1_c34314970bf4109b_.log 2025-09-07T07:17:08.4841380Z 2025-09-07T07:17:10.4504410Z Running test_jit_llga_fuser 1/1 ... [2025-09-07 07:17:10.450238] 2025-09-07T07:17:10.4505150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:10.4507220Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit_llga_fuser.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:10.450508] 2025-09-07T07:17:12.5691250Z 2025-09-07T07:17:12.5693000Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_c18b6de9996bf5d3_.log 2025-09-07T07:17:12.5713630Z Running 107 items in this shard: test/test_jit_llga_fuser.py::TestEnableDisableLlgaFuser::test_context_manager, test/test_jit_llga_fuser.py::TestDynamoAOT::test_dynamo_aot_ts_onednn, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_bn2d_eltwise_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_bn2d_eltwise_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_bn_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_bn_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_bn_relu_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_bn_relu_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_clamp_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_clamp_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_eltwise_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_eltwise_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_silu_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_silu_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_sum_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_conv2d_sum_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_ensure_tensor_is_rewrapped_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_ensure_tensor_is_rewrapped_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_linear_eltwise_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_linear_eltwise_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_rewrap_tensor_input_to_pytorch_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_rewrap_tensor_input_to_pytorch_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_wildcard_cpu_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_wildcard_cpu_float32, test/test_jit_llga_fuser.py::TestFusionPatternCPU::test_wildcard_unsupported_dtype_cpu_int32, test/test_jit_llga_fuser.py::TestOpCPU::test_add_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_add_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_add_scalar_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_add_scalar_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_addmm_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_addmm_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_avg_pool2d_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_avg_pool2d_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_bn2d_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_bn2d_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_cat_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_cat_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_conv2d_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_conv2d_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_eltwise_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_eltwise_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_identity_binary_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_identity_binary_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_layer_norm_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_layer_norm_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_linear_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_linear_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_max_pool2d_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_max_pool2d_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_mul_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_mul_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_softmax_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_softmax_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_typecheck_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_typecheck_cpu_float32, test/test_jit_llga_fuser.py::TestOpCPU::test_variable_kernel_avg_pool2d_cpu_bfloat16, test/test_jit_llga_fuser.py::TestOpCPU::test_variable_kernel_avg_pool2d_cpu_float32 2025-09-07T07:17:14.5302040Z 2025-09-07T07:17:14.5302770Z Running nn/test_module_hooks 1/1 ... [2025-09-07 07:17:14.530075] 2025-09-07T07:17:14.5303520Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:14.5306030Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:14.530332] 2025-09-07T07:17:16.5823690Z 2025-09-07T07:17:16.5825220Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_cd315e68fa25e16d_.log 2025-09-07T07:17:16.5837750Z Running 53 items in this shard: test/nn/test_module_hooks.py::TestModuleHooks::test_always_called_forward_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_bw_hook_warning_for_non_tensor_or_tuple, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_kwarg_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_remove_kwarg_hooks, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_no_extra_ref_to_module, test/nn/test_module_hooks.py::TestStateDictHooks::test_pickled_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_backward_compat, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_lazy_module, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_global_and_local_hooks_order, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_backward_global_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_forward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_preforward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_forward_preforward_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks_with_kwargs, test/nn/test_module_hooks.py::TestModuleHookNN::test_backward_hooks_interaction, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_size, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_writeable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_buffer_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_cpp, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_extra_input, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_forward_preforward_writable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_inplace, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_last_arg_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_no_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_non_full_warning, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_parameter_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_submodule_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hooks 2025-09-07T07:17:16.5849230Z 2025-09-07T07:17:18.5383230Z Running test_view_ops 1/1 ... [2025-09-07 07:17:18.538121] 2025-09-07T07:17:18.5383980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:18.5386040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_view_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:18.538383] 2025-09-07T07:17:28.8286110Z 2025-09-07T07:17:28.8286840Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_4b55070039304d55_.log 2025-09-07T07:17:28.8392450Z Running 587 items in this shard: test/test_view_ops.py::TestViewOpsCPU::test_T_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_advanced_indexing_assignment_cpu, test/test_view_ops.py::TestViewOpsCPU::test_advanced_indexing_nonview_cpu, test/test_view_ops.py::TestViewOpsCPU::test_as_strided_gradients_cpu, test/test_view_ops.py::TestViewOpsCPU::test_as_strided_inplace_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_as_strided_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_basic_indexing_ellipses_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_basic_indexing_newaxis_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_basic_indexing_slice_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_chunk_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_conj_imag_view_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_conj_imag_view_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_conj_self_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_conj_view_with_shared_memory_cpu, test/test_view_ops.py::TestViewOpsCPU::test_contiguous_nonview_cpu, test/test_view_ops.py::TestViewOpsCPU::test_contiguous_self_cpu, test/test_view_ops.py::TestViewOpsCPU::test_diagonal_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_expand_as_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_expand_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_flatten_nonview_cpu, test/test_view_ops.py::TestViewOpsCPU::test_flatten_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_imag_noncomplex_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_movedim_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_narrow_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_permute_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_real_imag_view_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_real_imag_view_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_reshape_as_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_reshape_nonview_cpu, test/test_view_ops.py::TestViewOpsCPU::test_reshape_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_select_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_bool, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_complex128, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_complex64, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_float16, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_float32, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_float64, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_int16, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_int32, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_int64, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_int8, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex128_uint8, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_bool, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_complex128, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_complex64, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_float16, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_float32, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_float64, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_int16, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_int32, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_int64, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_int8, test/test_view_ops.py::TestViewOpsCPU::test_set_real_imag_cpu_complex64_uint8, test/test_view_ops.py::TestViewOpsCPU::test_split_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_squeeze_inplace_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_squeeze_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_t_inplace_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_t_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_transpose_inplace_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_transpose_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_unbind_cpu, test/test_view_ops.py::TestViewOpsCPU::test_unbind_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_unfold_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_unsqueeze_inplace_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_unsqueeze_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_view_as_complex_cpu, test/test_view_ops.py::TestViewOpsCPU::test_view_as_real_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_as_real_cpu_complex32, test/test_view_ops.py::TestViewOpsCPU::test_view_as_real_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_as_view_cpu, test/test_view_ops.py::TestViewOpsCPU::test_view_copy_cpu, test/test_view_ops.py::TestViewOpsCPU::test_view_copy_out_cpu, test/test_view_ops.py::TestViewOpsCPU::test_view_copy_output_contiguous_cpu, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_bool, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_new_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_bool, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_view_dtype_upsize_errors_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_bool, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_dsplit_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_bool, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_hsplit_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_bool, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_split_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_bfloat16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_bool, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_complex128, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_complex64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_float16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_float32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_float64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_int16, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_int32, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_int64, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_int8, test/test_view_ops.py::TestViewOpsCPU::test_view_tensor_vsplit_cpu_uint8, test/test_view_ops.py::TestViewOpsCPU::test_view_view_cpu, test/test_view_ops.py::TestViewOpsMPS::test_T_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_advanced_indexing_assignment_mps, test/test_view_ops.py::TestViewOpsMPS::test_advanced_indexing_nonview_mps, test/test_view_ops.py::TestViewOpsMPS::test_as_strided_gradients_mps, test/test_view_ops.py::TestViewOpsMPS::test_as_strided_inplace_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_as_strided_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_basic_indexing_ellipses_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_basic_indexing_newaxis_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_basic_indexing_slice_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_chunk_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_conj_imag_view_mps_complex128, test/test_view_ops.py::TestViewOpsMPS::test_conj_imag_view_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_float64, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_conj_self_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_conj_view_with_shared_memory_mps, test/test_view_ops.py::TestViewOpsMPS::test_contiguous_nonview_mps, test/test_view_ops.py::TestViewOpsMPS::test_contiguous_self_mps, test/test_view_ops.py::TestViewOpsMPS::test_diagonal_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_expand_as_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_expand_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_flatten_nonview_mps, test/test_view_ops.py::TestViewOpsMPS::test_flatten_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_imag_noncomplex_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_movedim_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_narrow_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_permute_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_real_imag_view_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_reshape_as_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_reshape_nonview_mps, test/test_view_ops.py::TestViewOpsMPS::test_reshape_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_select_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_bool, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_complex32, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_complex64, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_float16, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_float32, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_int16, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_int32, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_int64, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_int8, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex32_uint8, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_bool, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_complex32, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_complex64, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_float16, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_float32, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_int16, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_int32, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_int64, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_int8, test/test_view_ops.py::TestViewOpsMPS::test_set_real_imag_mps_complex64_uint8, test/test_view_ops.py::TestViewOpsMPS::test_split_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_squeeze_inplace_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_squeeze_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_t_inplace_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_t_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_transpose_inplace_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_transpose_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_unbind_mps, test/test_view_ops.py::TestViewOpsMPS::test_unbind_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_unfold_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_unsqueeze_inplace_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_unsqueeze_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_view_as_complex_mps, test/test_view_ops.py::TestViewOpsMPS::test_view_as_real_mps_complex32, test/test_view_ops.py::TestViewOpsMPS::test_view_as_real_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_view_as_view_mps, test/test_view_ops.py::TestViewOpsMPS::test_view_copy_mps, test/test_view_ops.py::TestViewOpsMPS::test_view_copy_out_mps, test/test_view_ops.py::TestViewOpsMPS::test_view_copy_output_contiguous_mps, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_new_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_view_dtype_upsize_errors_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_dsplit_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_hsplit_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_split_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_bfloat16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_bool, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_complex64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_float16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_float32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_int16, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_int32, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_int64, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_int8, test/test_view_ops.py::TestViewOpsMPS::test_view_tensor_vsplit_mps_uint8, test/test_view_ops.py::TestViewOpsMPS::test_view_view_mps, test/test_view_ops.py::TestViewOpsLAZY::test_T_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_advanced_indexing_assignment_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_advanced_indexing_nonview_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_as_strided_gradients_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_as_strided_inplace_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_as_strided_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_basic_indexing_ellipses_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_basic_indexing_newaxis_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_basic_indexing_slice_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_chunk_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_conj_imag_view_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_conj_imag_view_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_conj_self_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_conj_view_with_shared_memory_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_contiguous_nonview_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_contiguous_self_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_diagonal_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_expand_as_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_expand_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_flatten_nonview_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_flatten_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_imag_noncomplex_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_movedim_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_narrow_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_permute_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_real_imag_view_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_real_imag_view_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_reshape_as_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_reshape_nonview_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_reshape_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_select_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_bool, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_float16, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_float32, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_float64, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_int16, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_int32, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_int64, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_int8, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex128_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_bool, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_float16, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_float32, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_float64, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_int16, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_int32, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_int64, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_int8, test/test_view_ops.py::TestViewOpsLAZY::test_set_real_imag_lazy_complex64_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_split_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_squeeze_inplace_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_squeeze_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_t_inplace_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_t_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_transpose_inplace_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_transpose_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_unbind_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_unbind_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_unfold_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_unsqueeze_inplace_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_unsqueeze_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_view_as_complex_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_view_as_real_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_as_real_lazy_complex32, test/test_view_ops.py::TestViewOpsLAZY::test_view_as_real_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_as_view_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_view_copy_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_view_copy_out_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_view_copy_output_contiguous_lazy, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_bool, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_new_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_bool, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_view_dtype_upsize_errors_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_bool, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_dsplit_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_bool, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_hsplit_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_bool, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_split_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_bfloat16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_bool, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_complex128, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_complex64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_float16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_float32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_float64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_int16, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_int32, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_int64, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_int8, test/test_view_ops.py::TestViewOpsLAZY::test_view_tensor_vsplit_lazy_uint8, test/test_view_ops.py::TestViewOpsLAZY::test_view_view_lazy, test/test_view_ops.py::TestOldViewOpsCPU::test_T_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_as_strided_overflow_storage_offset_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_atleast_gradient_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_big_transpose_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_shapes_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_tensors_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_bool, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_broadcast_to_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_chunk_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_conj_neg_view_numpy_error_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_contiguous_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_crow_col_indices_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_empty_reshape_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_expand_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_flatten_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_memory_format_resize__cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_memory_format_resize_as_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_narrow_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_narrow_tensor_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_python_types_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_ravel_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_bfloat16, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_bool, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_reshape_view_semantics_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_resize_all_dtypes_and_devices_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_resize_as_all_dtypes_and_devices_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_resize_as_preserves_strides_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_resize_overflow_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_split_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_t_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_errors_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_bool, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_indices_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_bool, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_tensor_split_sections_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_transpose_invalid_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_transpose_invalid_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_transpose_invalid_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_transpose_vs_numpy_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_transpose_vs_numpy_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_transpose_vs_numpy_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_bfloat16, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_bool, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_bfloat16, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_bool, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_complex128, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_complex64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_float16, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_float32, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_float64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_int16, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_int32, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_int64, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_int8, test/test_view_ops.py::TestOldViewOpsCPU::test_transposes_errors_cpu_uint8, test/test_view_ops.py::TestOldViewOpsCPU::test_unsqueeze_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_view_all_dtypes_and_devices_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_view_cpu, test/test_view_ops.py::TestOldViewOpsCPU::test_view_empty_cpu 2025-09-07T07:17:28.8493640Z 2025-09-07T07:17:30.7757550Z Running test_xnnpack_integration 1/1 ... [2025-09-07 07:17:30.775494] 2025-09-07T07:17:30.7758340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:30.7760670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:30.775759] 2025-09-07T07:17:35.7890430Z 2025-09-07T07:17:35.7891290Z test_xnnpack_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.1_12ec598aacded139_.log 2025-09-07T07:17:35.7895020Z Running 12 items in this shard: test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d, test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear, test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear_1d_input, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_combined_model, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_conv2d, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_decomposed_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_linear, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_basic, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_with_relu_fc 2025-09-07T07:17:35.7897400Z 2025-09-07T07:17:37.7278950Z Running test_mkldnn 1/1 ... [2025-09-07 07:17:37.727699] 2025-09-07T07:17:37.7280370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:37.7282460Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mkldnn.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:37.727952] 2025-09-07T07:17:39.7608890Z 2025-09-07T07:17:39.7609690Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_e12556e98221a2ad_.log 2025-09-07T07:17:39.7624790Z Running 89 items in this shard: test/test_mkldnn.py::TestMkldnnCPU::test_0_dimension_tensor_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_adaptive_avg_pool2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_adaptive_avg_pool2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_add_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_autograd_from_mkldnn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_autograd_to_mkldnn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool2d_stride_none_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool3d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_3d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_clone_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv1d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv1d_functional_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv2d_legacy_jit_model_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_1d_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_1d_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_2d_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_2d_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_3d_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_3d_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_nhwc_fp32_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_nhwc_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_nhwc_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose1d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose_nhwc_fp32_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose_nhwc_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose_nhwc_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conversion_byte_char_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conversion_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_copy_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_default_use_parent_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_detach_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_empty_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_gelu_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_gelu_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_generic_precision_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_is_mkldnn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_is_mkldnn_jit_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_legacy_new_failure_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_linear_backward_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_linear_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_linear_lowp_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_linear_lowp_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_linear_non_contiguous_weight_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_lstm_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_matmul_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_matmul_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool2d_stride_none_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool3d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool_unsupported_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_conv_shapecheck_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_error_on_zero_stride_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_scaled_mm_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_setflags_nowarn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mlkdnn_get_set_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mul_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_prelu_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_prelu_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu__cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu_inplace_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_repr_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_reshape_backward_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_reshape_blocked_format_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_reshape_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_resnet18_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_resnext50_32x4d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_set_data_tensorimpl_type_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_sigmoid_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_softmax_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_tanh_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_transpose_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_transpose_invalid_dime_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_unsupported_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_view_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_zero__cpu 2025-09-07T07:17:39.7638570Z 2025-09-07T07:17:41.7022520Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-09-07 07:17:41.701993] 2025-09-07T07:17:41.7023400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:41.7025650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:41.702249] 2025-09-07T07:17:43.7581100Z 2025-09-07T07:17:43.7581720Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_61348abdafe7277d_.log 2025-09-07T07:17:43.7594940Z Running 53 items in this shard: test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_destructor_exception, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_device, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_stream, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_torch, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_10, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_11, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_12, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_13, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_14, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_15, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_16, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_17, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_18, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_19, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_20, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_21, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_22, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_23, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_24, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_25, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_26, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_27, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_28, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_29, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_30, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_31, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_32, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_ndim0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_non_contiguous, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_readonly, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_to_torch 2025-09-07T07:17:43.7606180Z 2025-09-07T07:17:45.7013990Z Running test_linalg 1/1 ... [2025-09-07 07:17:45.701207] 2025-09-07T07:17:45.7014720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:17:45.7016740Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_linalg.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:45.701461] 2025-09-07T07:20:21.7423910Z 2025-09-07T07:20:21.7424980Z test_decomp 4/5 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.5_02adbe711b8d8379_.log 2025-09-07T07:20:21.7764270Z Running 1751 items in this shard: test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rand___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___rand___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rand___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmod___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___ror___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rxor___cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rxor___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive__batch_norm_with_update_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive__segment_reduce_offsets_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__softmax_backward_data_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_acosh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_add_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addbmm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addbmm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcdiv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcdiv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_all_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_all_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_allclose_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_amax_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_amax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_aminmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_aminmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_aminmax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_arange_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_arange_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argsort_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_partial_views_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_asin_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_asin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_asin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_asinh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_asinh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_asinh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_1d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_2d_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_2d_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_2d_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_baddbmm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_baddbmm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_baddbmm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_baddbmm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bernoulli_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bernoulli_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bfloat16_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_left_shift_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_left_shift_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_not_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_not_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_or_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_right_shift_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_right_shift_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_xor_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_block_diag_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_block_diag_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bmm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bmm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_bool_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bool_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bool_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_to_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_to_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_byte_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_byte_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_byte_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cartesian_prod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cartesian_prod_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cartesian_prod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cartesian_prod_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_ceil_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cfloat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_chalf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_char_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cholesky_inverse_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_chunk_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_chunk_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_chunk_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_max_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_max_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_min_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_min_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_min_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_column_stack_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_column_stack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_column_stack_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_complex_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cosh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_double_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_double_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dsplit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dsplit_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_erf_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfc_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_frac_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_frexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gcd_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gcd_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_geqrf_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_grid_sampler_3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_half_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_half_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_histogramdd_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_i0_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_igamma_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_igamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_imag_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_imag_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_prod_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_inner_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_inner_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_inner_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isclose_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isnan_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_isposinf_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isposinf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_unary_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_kthvalue_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_ex_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_det_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eig_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eig_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_ex_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_solve_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_grad_oriented_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_solve_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_power_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_power_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_hermitian_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_hermitian_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_singular_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_triangular_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svd_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svd_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorinv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorsolve_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vector_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vector_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_tensor_overload_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_solve_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_solve_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_unpack_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumsum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_log_softmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logaddexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logaddexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_median_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_matmul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_matmul_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_matrix_exp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_binary_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_binary_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_binary_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_pool2d_with_indices_backward_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_pool2d_with_indices_backward_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_no_dim_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_no_dim_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_no_dim_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_maximum_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_maximum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_maximum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_maximum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_median_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_median_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_variadic_tensors_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_no_dim_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_no_dim_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_with_dim_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mode_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_mode_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_msort_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_msort_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_msort_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mul_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_multinomial_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_multinomial_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nanmean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nanmean_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nanmedian_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_uint8, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_full_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_full_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_ones_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_zeros_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_zeros_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_avg_pool1d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_avg_pool2d_cpu_bfloat16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_real_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_real_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick__softmax_backward_data_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick__softmax_backward_data_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__softmax_backward_data_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__upsample_bilinear2d_aa_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__upsample_bilinear2d_aa_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_and_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_ceil_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_bernoulli_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_deg2rad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_diagonal_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_dot_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_expand_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_logaddexp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_logaddexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_max_unpool2d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_roll_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_rsub_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_sgn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_special_xlog1py_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_std_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_take_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_transpose_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_unfold_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_dist_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_dist_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_exponential_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_exponential_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_exponential_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float8_e4m3fnuz, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_uint8, 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test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_frac_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_frexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_gcd_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_int16, 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test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_nextafter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_float16, 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test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_0_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_0_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_int8, 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test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_triu_indices_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_var_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_var_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_var_unbiased_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_LSTM_eval_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_LSTM_train_mode_cpu_float64, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_RNN_eval_mode_cpu_float64, test/test_decomp.py::DecompOneOffTestsCPU::test_exponential_non_inf_cpu, test/test_decomp.py::DecompOneOffTestsCPU::test_sdpa_nn_functional_scaled_dot_product_attention_cpu_float16, test/test_decomp.py::DecompOneOffTestsCPU::test_threshold_backward_dtype_cpu 2025-09-07T07:20:21.8083830Z 2025-09-07T07:20:24.1821210Z Running test_mkldnn_fusion 1/1 ... [2025-09-07 07:20:24.181941] 2025-09-07T07:20:24.1821960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:24.1825550Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:24.182296] 2025-09-07T07:20:26.4754970Z 2025-09-07T07:20:26.4755480Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_6514dca666eaa19d_.log 2025-09-07T07:20:26.4759400Z Running 8 items in this shard: test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_transpose_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_nnc, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_single_conv, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_unsupported_conv 2025-09-07T07:20:26.4761340Z 2025-09-07T07:20:28.7586470Z Running test_sparse_csr 1/1 ... [2025-09-07 07:20:28.758435] 2025-09-07T07:20:28.7587230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:28.7589290Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:28.758709] 2025-09-07T07:20:33.2482090Z 2025-09-07T07:20:33.2482590Z test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_linalg_1.1_0761ac8b55ee8ad5_.log 2025-09-07T07:20:33.2747870Z Running 1241 items in this shard: test/test_linalg.py::TestLinalgCPU::test_1_sized_with_0_strided_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_1_sized_with_0_strided_cpu_float64, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_1_k_128_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_1_k_128_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_1_k_64_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_1_k_64_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_32_k_128_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_32_k_128_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_32_k_64_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_matmul_4bit_m_32_k_64_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_256_n_128_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_256_n_32_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_256_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_256_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_64_n_128_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_64_n_32_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_64_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test__dyn_quant_pack_4bit_weight_k_64_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_32_k_32_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_32_k_32_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_32_k_64_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_32_k_64_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_64_k_32_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_64_k_32_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_64_k_64_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test__int4_mm_m_64_k_64_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_large_shape_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_48_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_48_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_48_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_48_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_64_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_64_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_64_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_32_n_64_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_48_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_48_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_48_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_48_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_64_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_64_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_64_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_32_k_64_n_64_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_48_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_48_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_48_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_48_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_64_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_64_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_64_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_32_n_64_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_48_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_48_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_48_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_48_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_64_compile_False_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_64_compile_False_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_64_compile_True_slice_False_cpu, test/test_linalg.py::TestLinalgCPU::test__int8_mm_m_64_k_64_n_64_compile_True_slice_True_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_False_use_transpose_b_False_non_contig_type_0_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_False_use_transpose_b_False_non_contig_type_1_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_False_use_transpose_b_False_non_contig_type_2_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_False_use_transpose_b_True_non_contig_type_0_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_False_use_transpose_b_True_non_contig_type_1_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_False_use_transpose_b_True_non_contig_type_2_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_True_use_transpose_b_False_non_contig_type_0_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_True_use_transpose_b_False_non_contig_type_1_cpu, test/test_linalg.py::TestLinalgCPU::test__int_mm_cpu_m_0_k_0_n_16_use_transpose_a_True_use_transpose_b_False_non_contig_type_2_cpu, 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test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_0_2_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_False_alpha_1_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_0_2_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_False_transpose_b_True_alpha_1_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_0_2_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_False_alpha_1_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_0_2_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_0_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_0_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_0_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_0_5_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_0_5_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_0_5_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_1_0_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_1_0_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmm_mv_transpose_a_True_transpose_b_True_alpha_1_0_beta_1_0_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_relu_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_relu_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_relu_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_addmm_relu_tunableop_rocm_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmm_relu_tunableop_rocm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_relu_tunableop_rocm_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_addmm_sizes_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmm_sizes_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_addmv_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addmv_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_addmv_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_addmv_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addmv_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmv_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_addmv_rowmajor_colmajor_incx_incy_lda_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addmv_rowmajor_colmajor_incx_incy_lda_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_addr_bool_cpu_bool, test/test_linalg.py::TestLinalgCPU::test_addr_float_and_complex_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_addr_float_and_complex_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_addr_float_and_complex_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_addr_float_and_complex_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_addr_float_and_complex_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_addr_float_and_complex_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_addr_integral_cpu_int16, test/test_linalg.py::TestLinalgCPU::test_addr_integral_cpu_int32, test/test_linalg.py::TestLinalgCPU::test_addr_integral_cpu_int64, test/test_linalg.py::TestLinalgCPU::test_addr_integral_cpu_int8, test/test_linalg.py::TestLinalgCPU::test_addr_integral_cpu_uint8, test/test_linalg.py::TestLinalgCPU::test_addr_type_promotion_cpu, test/test_linalg.py::TestLinalgCPU::test_baddbmm_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_baddbmm_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_baddbmm_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_baddbmm_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_baddbmm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_baddbmm_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_baddbmm_input_dtypes_compatibility_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_baddbmm_input_dtypes_compatibility_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_baddbmm_input_dtypes_compatibility_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_baddbmm_input_dtypes_compatibility_cpu_int16, test/test_linalg.py::TestLinalgCPU::test_baddbmm_input_dtypes_compatibility_cpu_int32, test/test_linalg.py::TestLinalgCPU::test_baddbmm_input_dtypes_compatibility_cpu_int64, test/test_linalg.py::TestLinalgCPU::test_baddbmm_nan_input_with_zero_beta_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_int16, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_int32, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_int64, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_int8, test/test_linalg.py::TestLinalgCPU::test_blas_alpha_beta_empty_cpu_uint8, test/test_linalg.py::TestLinalgCPU::test_blas_empty_cpu, test/test_linalg.py::TestLinalgCPU::test_blas_mv_large_input_cpu, test/test_linalg.py::TestLinalgCPU::test_blas_nan_out_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_blas_nan_out_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_blas_nan_out_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_blas_nan_out_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_blas_nan_out_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_blas_nan_out_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_blaslog_tunableop_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_bmm_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_bmm_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_bmm_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_bmm_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_bmm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_bmm_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_bmm_tunableop_rocm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_broadcast_batched_matmul_cpu, test/test_linalg.py::TestLinalgCPU::test_broadcast_fused_matmul_cpu, test/test_linalg.py::TestLinalgCPU::test_call_count_tunableop_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_chain_matmul_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_non_pd_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_non_pd_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_non_pd_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_ex_non_pd_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_inverse_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_backward_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_broadcasting_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_broadcasting_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_broadcasting_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_broadcasting_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_many_batches_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_many_batches_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_many_batches_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_batched_many_batches_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_out_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_out_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_out_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cholesky_solve_out_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_ck_blas_library_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_1_k_128_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_1_k_128_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_1_k_64_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_1_k_64_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_32_k_128_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_32_k_128_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_32_k_64_n_11008_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_dyn_quant_matmul_4bit_m_32_k_64_n_4096_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_32_k_32_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_32_k_32_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_32_k_64_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_32_k_64_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_64_k_32_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_64_k_32_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_64_k_64_n_48_cpu, test/test_linalg.py::TestLinalgCPU::test_compile_int4_mm_m_64_k_64_n_64_cpu, test/test_linalg.py::TestLinalgCPU::test_cond_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cond_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cond_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cond_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_cond_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_cond_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cond_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cond_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_int16, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_int32, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_int64, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_int8, test/test_linalg.py::TestLinalgCPU::test_corner_cases_of_cublasltmatmul_cpu_uint8, test/test_linalg.py::TestLinalgCPU::test_cross_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cross_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_cross_error_cpu, test/test_linalg.py::TestLinalgCPU::test_cross_with_and_without_dim_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_cross_with_and_without_dim_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_det_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_det_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_det_logdet_slogdet_batched_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_det_logdet_slogdet_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_disable_tuning_tunableop_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_dot_invalid_args_cpu, test/test_linalg.py::TestLinalgCPU::test_dot_vs_numpy_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_dot_vs_numpy_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_dot_vs_numpy_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_dot_vs_numpy_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_dump_results_on_exit_tunableop_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eig_check_magma_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eig_compare_backends_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eig_compare_backends_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eig_compare_backends_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eig_compare_backends_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eig_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eig_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eig_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eig_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eig_numpy_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eig_numpy_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eig_removed_error_cpu, test/test_linalg.py::TestLinalgCPU::test_eig_with_nan_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eig_with_nan_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eig_with_nan_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eig_with_nan_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigh_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigh_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigh_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigh_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigh_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigh_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigh_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigh_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigh_lower_uplo_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigh_lower_uplo_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigh_lower_uplo_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigh_lower_uplo_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigh_lwork_lapack_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigh_lwork_lapack_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigh_lwork_lapack_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigh_lwork_lapack_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigh_svd_illcondition_matrix_input_should_not_crash_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigh_svd_illcondition_matrix_input_should_not_crash_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigvals_compare_backends_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigvals_compare_backends_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigvals_compare_backends_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigvals_compare_backends_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigvals_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigvals_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigvals_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigvals_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigvals_numpy_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigvals_numpy_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_eigvalsh_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_einsum_corner_cases_cpu, test/test_linalg.py::TestLinalgCPU::test_einsum_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_einsum_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_einsum_error_cases_cpu, test/test_linalg.py::TestLinalgCPU::test_einsum_output_layout_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_einsum_random_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_einsum_random_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_einsum_sublist_format_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_einsum_sublist_format_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_fp16_mv_transposed_first_argument_arm_cpu_m_32_k_32_cpu, 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test/test_linalg.py::TestLinalgCPU::test_pinv_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_pinverse_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_pinverse_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_pinverse_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_pinverse_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_preferred_blas_library_cpu, test/test_linalg.py::TestLinalgCPU::test_preferred_linalg_library_cpu, test/test_linalg.py::TestLinalgCPU::test_qr_batched_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_qr_batched_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_qr_batched_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_qr_batched_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_qr_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_qr_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_qr_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_qr_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_qr_error_cases_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_qr_vs_numpy_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_qr_vs_numpy_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_qr_vs_numpy_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_qr_vs_numpy_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_renorm_cpu, test/test_linalg.py::TestLinalgCPU::test_renorm_ps_cpu, test/test_linalg.py::TestLinalgCPU::test_rotating_buffer_tunableop_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_rowwise_scaled_gemm_numerics_tunableop_cpu_float8_e4m3fnuz, test/test_linalg.py::TestLinalgCPU::test_scaled_gemm_offline_tunableop_cpu_float8_e4m3fnuz, test/test_linalg.py::TestLinalgCPU::test_scaled_gemm_offline_tunableop_cpu_float8_e5m2fnuz, test/test_linalg.py::TestLinalgCPU::test_scaled_gemm_tunableop_cpu_float8_e4m3fnuz, test/test_linalg.py::TestLinalgCPU::test_scaled_gemm_tunableop_cpu_float8_e5m2fnuz, test/test_linalg.py::TestLinalgCPU::test_slogdet_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_slogdet_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_slogdet_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_slogdet_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_slogdet_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_slogdet_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_slogdet_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_slogdet_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_solve_batched_broadcasting_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_solve_batched_broadcasting_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_solve_batched_broadcasting_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_solve_batched_broadcasting_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_solve_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_solve_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_solve_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_solve_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_solve_removed_error_cpu, test/test_linalg.py::TestLinalgCPU::test_strided_mm_bmm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_strided_mm_bmm_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_svd_lowrank_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_svd_lowrank_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_svd_memory_allocation_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_svd_memory_allocation_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_svd_memory_allocation_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_svd_memory_allocation_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_symeig_removed_error_cpu, test/test_linalg.py::TestLinalgCPU::test_tensordot_cpu, test/test_linalg.py::TestLinalgCPU::test_tensordot_out_kernel_errors_with_autograd_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensordot_out_kernel_errors_with_autograd_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorinv_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_tensorinv_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorinv_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_empty_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_tensorinv_empty_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_empty_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorinv_empty_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_tensorinv_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorinv_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_singular_input_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_tensorinv_singular_input_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensorinv_singular_input_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorinv_singular_input_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_empty_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_empty_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_empty_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_empty_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_tensorsolve_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tf32_offline_tunableop_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_tf32_tunableop_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_broadcasting_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_broadcasting_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_broadcasting_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_broadcasting_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_many_batches_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_many_batches_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_many_batches_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_batched_many_batches_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_large_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_out_errors_and_warnings_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_out_errors_and_warnings_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_out_errors_and_warnings_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_triangular_solve_out_errors_and_warnings_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_validator_tunableop_rocm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_vdot_invalid_args_cpu, test/test_linalg.py::TestLinalgCPU::test_vdot_vs_numpy_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_vdot_vs_numpy_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_vector_norm_cpu_bfloat16, test/test_linalg.py::TestLinalgCPU::test_vector_norm_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_vector_norm_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_vector_norm_cpu_float16, test/test_linalg.py::TestLinalgCPU::test_vector_norm_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_vector_norm_cpu_float64, test/test_linalg.py::TestLinalgCPU::test_vector_norm_decom_unbacked_checks_cpu, test/test_linalg.py::TestLinalgCPU::test_vector_norm_dim_tuple_arg_cpu, test/test_linalg.py::TestLinalgCPU::test_vector_norm_extreme_values_cpu, test/test_linalg.py::TestLinalgCPU::test_vector_norm_reduce_over_1D_vector_cpu_complex128, test/test_linalg.py::TestLinalgCPU::test_vector_norm_reduce_over_1D_vector_cpu_complex64, test/test_linalg.py::TestLinalgCPU::test_vector_norm_reduce_over_1D_vector_cpu_float32, test/test_linalg.py::TestLinalgCPU::test_vector_norm_reduce_over_1D_vector_cpu_float64 2025-09-07T07:20:33.2997610Z 2025-09-07T07:20:35.2195890Z Running test_scatter_gather_ops 1/1 ... [2025-09-07 07:20:35.219357] 2025-09-07T07:20:35.2196670Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:35.2198780Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:35.219611] 2025-09-07T07:20:40.8845190Z 2025-09-07T07:20:40.8845730Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_ab357eae355e2e7a_.log 2025-09-07T07:20:40.8867500Z Running 84 items in this shard: test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_bool_cpu_bool, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_expanded_index_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_expanded_index_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_expanded_index_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_large_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_gather_large_cpu_int8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__reductions_cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__reductions_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__reductions_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__scalar_cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__scalar_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter__scalar_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_add__cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_add__cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_add__cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_add_broadcasted_index_deterministic_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_add_mult_index_base_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_expanded_index_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_expanded_index_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_expanded_index_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_expanded_index_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_bool, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_int16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_int32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_int64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_int8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amax_cpu_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_bool, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_int16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_int32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_int64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_int8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_amin_cpu_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_int16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_int32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_int64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_int8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_mean_cpu_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_bool, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_int16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_int32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_int64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_int8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_prod_cpu_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_float16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_float32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_float64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_int16, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_int32, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_int64, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_int8, test/test_scatter_gather_ops.py::TestScatterGatherCPU::test_scatter_reduce_sum_cpu_uint8 2025-09-07T07:20:40.8886830Z 2025-09-07T07:20:41.2490450Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-09-07T07:20:41.2490900Z Uploading artifacts took 0.00 seconds 2025-09-07T07:20:42.8586210Z Running dynamo/test_python_autograd 1/1 ... [2025-09-07 07:20:42.858433] 2025-09-07T07:20:42.8587710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:42.8589880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:42.858688] 2025-09-07T07:20:45.1500010Z 2025-09-07T07:20:45.1500720Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_6c700b4fdcd6b83f_.log 2025-09-07T07:20:45.1505220Z Running 5 items in this shard: test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_split 2025-09-07T07:20:45.1506330Z 2025-09-07T07:20:47.1212310Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-09-07 07:20:47.121029] 2025-09-07T07:20:47.1213240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:47.1215880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:47.121285] 2025-09-07T07:20:48.9886370Z 2025-09-07T07:20:48.9887270Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_2ae9b2e11a86a117_.log 2025-09-07T07:20:48.9907780Z Running 77 items in this shard: test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_against_known_values, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype0_frac_vals0_exp_vals0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype1_frac_vals1_exp_vals1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype2_frac_vals2_exp_vals2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_non_numeric_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_?, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_D, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_F, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_bit_count, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype6, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype7 2025-09-07T07:20:48.9926940Z 2025-09-07T07:20:50.9575550Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-09-07 07:20:50.957359] 2025-09-07T07:20:50.9576950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:50.9579400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:50.957612] 2025-09-07T07:20:52.9551080Z 2025-09-07T07:20:52.9552030Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_adf87ea09647f9af_.log 2025-09-07T07:20:52.9562450Z Running 34 items in this shard: test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_both_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_nondtype_nonscalartype, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_same, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_sibling_class, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass_backwards, test/torch_np/numpy_tests/core/test_numerictypes.py::TestBitName::test_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestDocStrings::test_platform_dependent_aliases, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t9, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_unique, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t9 2025-09-07T07:20:52.9571510Z 2025-09-07T07:20:54.9397850Z Running profiler/test_memory_profiler 1/1 ... [2025-09-07 07:20:54.939573] 2025-09-07T07:20:54.9398690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:54.9400850Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_memory_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:54.939859] 2025-09-07T07:20:55.6759410Z 2025-09-07T07:20:55.6759910Z test_decomp 5/5 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_5.5_4709ecd8b54015b2_.log 2025-09-07T07:20:55.7098620Z Running 1780 items in this shard: test/test_decomp.py::TestDecompCPU::test_arange_graph_cpu, test/test_decomp.py::TestDecompCPU::test_batch_norm_unflatten_weight_bias_cpu, test/test_decomp.py::TestDecompCPU::test_broadcasting_index_copy_cpu, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmod___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rxor___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rxor___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive__segment_reduce_lengths_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive__segment_reduce_lengths_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__segment_reduce_offsets_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive__softmax_backward_data_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_uint8, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dot_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_dot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dot_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_double_cpu_bool, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_erf_cpu_float16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float8_e4m3fn, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float8_e5m2, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float8_e5m2fnuz, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_complex64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_frac_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_frexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_frexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_uint16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_uint32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_gcd_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_geqrf_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_geqrf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_grid_sampler_2d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_grid_sampler_3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_half_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_half_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hash_tensor_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_hash_tensor_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_hash_tensor_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hash_tensor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_i0_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_i0_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_i0_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_igammac_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_imag_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_prod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_inner_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isclose_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isclose_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isnan_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isposinf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isposinf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_unary_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_kthvalue_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lerp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_lerp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_ex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cond_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_det_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_householder_product_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_householder_product_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_solve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_grad_oriented_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_solve_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_singular_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_slogdet_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_slogdet_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svd_cpu_float32, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_normal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logcumsumexp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logdet_cpu_float64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool1d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool1d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool2d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_batch_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_binary_cross_entropy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv2d_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose1d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose2d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_cosine_embedding_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout2d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_elu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_embedding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_embedding_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_fractional_max_pool3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_gelu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_glu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_glu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_grid_sample_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_grid_sample_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_group_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_group_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardshrink_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardsigmoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardsigmoid_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardtanh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardtanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardtanh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_instance_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_area_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_bicubic_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_bilinear_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_nearest-exact_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_nearest_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_nearest_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_trilinear_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_trilinear_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_kl_div_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_l1_loss_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_l1_loss_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_linear_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_linear_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_local_response_norm_cpu_float16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_special_shifted_chebyshev_polynomial_u_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_shifted_chebyshev_polynomial_u_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_shifted_chebyshev_polynomial_u_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_shifted_chebyshev_polynomial_v_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_shifted_chebyshev_polynomial_w_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_spherical_bessel_j0_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_xlog1py_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_xlog1py_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_special_zeta_cpu_float64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_split_with_sizes_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_split_with_sizes_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_split_with_sizes_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_sqrt_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_sqrt_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_square_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_square_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_squeeze_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_squeeze_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_squeeze_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_squeeze_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_squeeze_cpu_int8, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_tensordot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tensordot_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_topk_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch__scaled_mm_cpu_float8_e4m3fnuz, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch__scaled_mm_cpu_float8_e5m2, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_trace_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_trace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_trace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_trapezoid_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_trapezoid_cpu_int16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick__batch_norm_with_update_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick__softmax_backward_data_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_cauchy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_cauchy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_complex_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_complex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_core_backward__unsafe_masked_index_put_accumulate_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_baddbmm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_frac_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nan_to_num_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nansum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_max_unpool2d_grad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_unfold_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_rot90_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_sinc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_special_log_ndtr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_split_with_sizes_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_squeeze_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_std_mean_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_triu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float8_e5m2fnuz, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_frac_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_frexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_frexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_gcd_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_grid_sampler_2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_heaviside_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_hypot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_hypot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_igamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_igamma_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_igammac_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_lcm_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_vector_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_vector_norm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_native_layer_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_native_layer_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_native_layer_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nextafter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_with_logits_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_with_logits_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_glu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardsigmoid_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardsigmoid_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_leaky_relu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_grad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu6_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_silu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softshrink_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_norm_inf_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_norm_nuc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_normal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_normal_in_place_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_normal_number_mean_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_polar_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_randn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_neg_3_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_std_unbiased_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_tril_indices_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_vdot_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_LSTM_train_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_RNN_eval_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_RNN_train_mode_cpu_float64, test/test_decomp.py::DecompOneOffTestsCPU::test_contiguous_log_softmax_cpu, test/test_decomp.py::DecompOneOffTestsCPU::test_rms_norm_decomp_cuda_cpu, test/test_decomp.py::HasDecompTest::test_aten_core_operators, test/test_decomp.py::HasDecompTest::test_has_decomposition 2025-09-07T07:20:55.7421060Z 2025-09-07T07:20:57.7713740Z Running test_unary_ufuncs 1/1 ... [2025-09-07 07:20:57.771183] 2025-09-07T07:20:57.7714650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:20:57.7716730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:57.771426] 2025-09-07T07:20:59.5757910Z 2025-09-07T07:20:59.5758740Z profiler/test_memory_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_memory_profiler_1.1_a0df9764cc17ba03_.log 2025-09-07T07:20:59.5771660Z Running 33 items in this shard: test/profiler/test_memory_profiler.py::TestMemoryProfiler::test_config_check, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_module, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_module_and_optimizer, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_optimizer, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_optimizer_set_to_none, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_low_level, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_complicated, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_non_op_allocations, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple_backward, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple_inplace, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_stacked, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_with_annotations, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas_backward, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas_tensorlist, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_sequential_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_sequential_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd_bwd_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd_bwd_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd_lazy, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_lazily_initialized, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_manual_optimizer_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_memory_timeline, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_parameters_and_gradients, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_parameters_and_gradients_set_to_none, test/profiler/test_memory_profiler.py::TestMemoryProfilerTimelineCPU::test_memory_timeline_no_id_cpu 2025-09-07T07:20:59.5779800Z 2025-09-07T07:21:01.6412720Z Running lazy/test_debug_util 1/1 ... [2025-09-07 07:21:01.641127] 2025-09-07T07:21:01.6413480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:01.6415770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:01.641386] 2025-09-07T07:21:03.7455090Z 2025-09-07T07:21:03.7455660Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_d32e7e01c7d04139_.log 2025-09-07T07:21:03.7457230Z Running 1 items in this shard: test/lazy/test_debug_util.py::DebugUtilTest::test_get_python_frames 2025-09-07T07:21:03.7457530Z 2025-09-07T07:21:05.7880880Z Running nn/test_init 1/1 ... [2025-09-07 07:21:05.787908] 2025-09-07T07:21:05.7881570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:05.7883660Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'nn/test_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:05.788159] 2025-09-07T07:21:10.5400950Z 2025-09-07T07:21:10.5401750Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_7ff36480af49d6ce_.log 2025-09-07T07:21:10.5408030Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d 2025-09-07T07:21:10.5412790Z 2025-09-07T07:21:12.5136590Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-09-07 07:21:12.513413] 2025-09-07T07:21:12.5137880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:12.5141310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:12.513756] 2025-09-07T07:21:14.6779210Z 2025-09-07T07:21:14.6780360Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_ebb94c7633390170_.log 2025-09-07T07:21:14.6796570Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis 2025-09-07T07:21:14.6811460Z 2025-09-07T07:21:16.6649200Z Running test_functional_autograd_benchmark 1/1 ... [2025-09-07 07:21:16.664734] 2025-09-07T07:21:16.6650070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:16.6652800Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:16.664983] 2025-09-07T07:21:32.0628240Z 2025-09-07T07:21:32.0628880Z test_sparse_csr 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_1.1_55427ff7800665fb_.log 2025-09-07T07:21:32.1779110Z Running 4709 items in this shard: test/test_sparse_csr.py::TestSparseCSRSampler::test_make_crow_indices, test/test_sparse_csr.py::TestSparseCSRCPU::test_add_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_add_SparseCSC_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_add_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_add_SparseCSR_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSC_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_all_sparse_csr_SparseCSR_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSC_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_dense_result_SparseCSR_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_errors_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_1_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_1_cpu_complex64, 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test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_coo_conversion_cpu_int16, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_coo_conversion_cpu_int32, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_coo_conversion_cpu_int64, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_coo_conversion_cpu_int8, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_coo_conversion_cpu_uint8, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_double_to_sparse_csr_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_is_contiguous_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_matvec_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_matvec_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_matvec_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_matvec_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_nnz_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_storage_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_stride_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_to_block_csr_blocksize_2_cpu_float64_int32, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_to_block_csr_blocksize_2_cpu_float64_int64, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_to_block_csr_blocksize_4_cpu_float64_int32, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_to_block_csr_blocksize_4_cpu_float64_int64, test/test_sparse_csr.py::TestSparseCSRCPU::test_csr_to_block_csr_errors_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSC_Batched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSC_Batched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSC_NonBatched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSC_NonBatched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSR_Batched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSR_Batched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSR_NonBatched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseBSR_NonBatched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSC_Batched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSC_Batched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSR_Batched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSR_Batched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSR_NonBatched_Hybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_dense_to_from_sparse_compressed_SparseCSR_NonBatched_NonHybrid_cpu, test/test_sparse_csr.py::TestSparseCSRCPU::test_direct_coo_csr_conversion_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_direct_coo_csr_conversion_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_direct_coo_csr_conversion_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_direct_coo_csr_conversion_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_direct_coo_csr_conversion_cpu_int16, test/test_sparse_csr.py::TestSparseCSRCPU::test_direct_coo_csr_conversion_cpu_int32, 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test/test_sparse_csr.py::TestSparseCSRCPU::test_mul_scalar_enable_hybrid_False_SparseCSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseBSC_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseBSC_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseBSR_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseBSR_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseCSC_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseCSR_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_as_sparse_compressed_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_float16, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_int16, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_int32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_int64, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_int8, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_cpu_uint8, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_float16, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_int16, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_int32, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_int64, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_int8, test/test_sparse_csr.py::TestSparseCSRCPU::test_resize_errors_cpu_uint8, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_autograd_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_autograd_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_autograd_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_autograd_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_errors_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_errors_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_errors_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_errors_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_zero_sized_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_zero_sized_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_zero_sized_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_sampled_addmm_zero_sized_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_bool, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_complex128, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_complex64, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_float16, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_float32, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_float64, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_int16, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_int32, test/test_sparse_csr.py::TestSparseCSRCPU::test_select_SparseBSC_int32_cpu_int64, 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test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSC_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseBSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSC_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_sparse_compressed_tensor_with_dims_SparseCSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSC_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseBSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSC_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_to_dtype_SparseCSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSC_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseBSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSC_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_bool, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_complex128, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_complex64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_float16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_float32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_float64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_int16, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_int32, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_int64, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_int8, test/test_sparse_csr.py::TestSparseCompressedCPU::test_validate_SparseCSR_cpu_uint8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_TensorAsKey, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_bsr_dense_addmm_meta, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_bsr_dense_bmm, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_bsr_dense_bmm_error_messages, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_bsr_scatter_mm, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_bsr_softmax, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_kernel, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_sampled_addmm, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_scaled_dot_product_attention, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_scatter_mm, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCPU::test_triton_tune 2025-09-07T07:21:32.2892730Z 2025-09-07T07:21:34.3972410Z Running test_function_schema 1/1 ... [2025-09-07 07:21:34.397046] 2025-09-07T07:21:34.3973180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:34.3975330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_function_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:34.397306] 2025-09-07T07:21:37.0807900Z 2025-09-07T07:21:37.0808480Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_f1f182e8201439e2_.log 2025-09-07T07:21:37.0814770Z Running 15 items in this shard: test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_arguments, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_outputs, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_structure, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_with_smart_serialization, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_real_use_case, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_with_out, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_without_out, test/test_function_schema.py::TestFunctionSchema::test_hash_schema, test/test_function_schema.py::TestFunctionSchema::test_out_schema, test/test_function_schema.py::TestFunctionSchema::test_schema_error, test/test_function_schema.py::TestFunctionSchema::test_serialize_and_deserialize, test/test_function_schema.py::TestFunctionSchema::test_string_optional_parameter_default_value, test/test_function_schema.py::TestFunctionSchema::test_sym_int_argument_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_list_alias_annotation_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_option_arguments_properly_parsed 2025-09-07T07:21:37.0818320Z 2025-09-07T07:21:39.6895520Z Running test_type_promotion 1/1 ... [2025-09-07 07:21:39.689370] 2025-09-07T07:21:39.6896810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:39.6899320Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_type_promotion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:39.689720] 2025-09-07T07:21:42.8187810Z 2025-09-07T07:21:42.8191030Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_edc0fc15551b5019_.log 2025-09-07T07:21:42.8194020Z Running 2 items in this shard: test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_fast_tasks, test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_slow_tasks 2025-09-07T07:21:42.8195820Z 2025-09-07T07:21:43.7174560Z 2025-09-07T07:21:43.7175270Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_7e3d0b0a7215744a_.log 2025-09-07T07:21:43.7347750Z Running 423 items in this shard: test/test_type_promotion.py::TestTypePromotionCPU::test_add_wrapped_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_alpha_mismatch_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_alternate_result_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_bfloat16_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_booleans_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_can_cast_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_cat_different_dtypes_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_cat_out_different_dtypes_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_bool_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_bool_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_bool_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_bool_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float32_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_float64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_int32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_int32_float32, 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test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_promote_self_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_promote_types_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_tensor_vs_scalar_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_add_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_mul_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_sub_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_ternary_out_promotion_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_transpose_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unsigned_cpu 2025-09-07T07:21:43.7457320Z 2025-09-07T07:21:45.1068450Z Running torch_np/test_reductions 1/1 ... [2025-09-07 07:21:45.106675] 2025-09-07T07:21:45.1069260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:45.1071370Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:45.106945] 2025-09-07T07:21:46.0071650Z Running test_dlpack 1/1 ... [2025-09-07 07:21:46.007006] 2025-09-07T07:21:46.0073650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:46.0075420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:46.007286] 2025-09-07T07:21:48.6953160Z 2025-09-07T07:21:48.6954340Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_117e9f6b2d0e3336_.log 2025-09-07T07:21:48.7014000Z Running 268 items in this shard: test/test_dlpack.py::TestTorchDlPackCPU::test_automatically_select_in_creation_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_copy_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_bfloat16, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_bool, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_complex128, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_complex64, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_float16, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_float32, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_float64, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_int16, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_int32, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_int64, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_int8, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_uint16, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_uint32, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_uint64, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_capsule_conversion_cpu_uint8, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_conversion_with_diff_streams_cpu_bfloat16, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_conversion_with_diff_streams_cpu_bool, 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test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_conversion_with_streams_cpu_uint8, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_convert_default_stream_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_cuda_per_thread_stream_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_default_stream_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_export_is_conj_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_export_non_strided_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_export_requires_grad_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_invalid_cpu_stream_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_invalid_cuda_streams_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_invalid_rocm_streams_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_normalize_strides_cpu, test/test_dlpack.py::TestTorchDlPackCPU::test_dlpack_protocol_conversion_cpu_bfloat16, 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test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_float64_func9_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_float64_func9_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_float64_func9_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_float64_func9_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_float64_func9_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_float64_func9_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func0_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func10_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func11_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func1_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func2_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func3_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func9, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func1 2025-09-07T07:21:49.3490980Z 2025-09-07T07:21:50.9784630Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-09-07 07:21:50.978264] 2025-09-07T07:21:50.9785550Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:50.9788250Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:50.978537] 2025-09-07T07:21:51.6013640Z Running profiler/test_profiler_tree 1/1 ... [2025-09-07 07:21:51.601197] 2025-09-07T07:21:51.6014460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:51.6016590Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:51.601444] 2025-09-07T07:21:53.3186760Z 2025-09-07T07:21:53.3187410Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_a987da070583b592_.log 2025-09-07T07:21:53.3206110Z Running 65 items in this shard: test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_bool, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating_overflow, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_intp, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_uint64_from_negative, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t23 2025-09-07T07:21:53.3222780Z 2025-09-07T07:21:53.5727680Z 2025-09-07T07:21:53.5728400Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_f728f9f01050b5a2_.log 2025-09-07T07:21:53.5737890Z Running 10 items in this shard: test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_detailed, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_with_stream, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory_and_stack, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_record_function, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_modules, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_dispatch, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_function 2025-09-07T07:21:53.5740770Z 2025-09-07T07:21:55.6266000Z Running test_prims 1/1 ... [2025-09-07 07:21:55.626374] 2025-09-07T07:21:55.6266960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:55.6269630Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_prims.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:55.626756] 2025-09-07T07:21:55.7355020Z Running test_jit_autocast 1/1 ... [2025-09-07 07:21:55.735357] 2025-09-07T07:21:55.7355430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:21:55.7357150Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:55.735620] 2025-09-07T07:21:58.6295420Z 2025-09-07T07:21:58.6296060Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_6d8338cd119a4ab8_.log 2025-09-07T07:21:58.6341430Z Running 24 items in this shard: test/test_prims.py::TestPrimsBasic::test_check_deprecation_warning, test/test_prims.py::TestPrimsBasic::test_clone_complex, test/test_prims.py::TestPrimsBasic::test_mul_complex, test/test_prims.py::TestPrimsBasic::test_torch_ops, test/test_prims.py::TestPrimsCPU::test_aten_overload_to_prims_cpu, test/test_prims.py::TestPrimsCPU::test_broadcast_in_dim_cpu_float32, test/test_prims.py::TestPrimsCPU::test_broadcast_in_dim_sum_cpu_float32, test/test_prims.py::TestPrimsCPU::test_cbrt_prim_cpu_float64, test/test_prims.py::TestPrimsCPU::test_cbrt_prim_cpu_int64, test/test_prims.py::TestPrimsCPU::test_collapse_cpu_float32, test/test_prims.py::TestPrimsCPU::test_functional_rng_wrappers_cpu_float32, test/test_prims.py::TestPrimsCPU::test_memory_format_strides_cpu_float32, test/test_prims.py::TestPrimsCPU::test_philox_rand_cpu_float32, test/test_prims.py::TestPrimsCPU::test_reshape_view_method_cpu_float32, test/test_prims.py::TestPrimsCPU::test_var_correction_0_cpu_float32, test/test_prims.py::TestPrimsCPU::test_var_correction_1_cpu_float32, test/test_prims.py::TestRefsCPU::test_constant_pad_nd_memory_format_cpu_float32, test/test_prims.py::TestRefsCPU::test_inferred_tags_cpu, test/test_prims.py::TestRefsCPU::test_infinite_loop_from_py_dispatcher_cpu, test/test_prims.py::TestRefsCPU::test_linspace_with_complex_input_cpu, test/test_prims.py::TestRefsCPU::test_logspace_with_complex_input_cpu, test/test_prims.py::TestRefsCPU::test_unbind_cpu, test/test_prims.py::TestDecompCPU::test_decomposition_method_vararg_ones_cpu_float32, test/test_prims.py::TestDecompCPU::test_decomposition_method_vararg_permute_cpu_float32 2025-09-07T07:21:58.6346150Z 2025-09-07T07:22:01.2093410Z Running profiler/test_torch_tidy 1/1 ... [2025-09-07 07:22:01.207897] 2025-09-07T07:22:01.2102250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:22:01.2126330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:01.208888] 2025-09-07T07:22:06.0748650Z 2025-09-07T07:22:06.0754510Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_aaf2ddcbd9f8d730_.log 2025-09-07T07:22:06.0769590Z Running 22 items in this shard: test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_id_uniqueness, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids_with_other_ops, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocations, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_extra_fields, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_impl_reuse, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_mkldnn_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_module_and_optimizer_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_nnmodule_params, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_adam, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_sgd, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_pointers_and_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_refcounts, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_scalar_ins, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_sparse_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_lists, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_properties, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_full, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_keep_alive, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_scalar_args, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_set 2025-09-07T07:22:06.0779340Z 2025-09-07T07:22:08.6305080Z Running profiler/test_python_tracer 1/1 ... [2025-09-07 07:22:08.630329] 2025-09-07T07:22:08.6305910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:22:08.6310930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:08.630605] 2025-09-07T07:22:15.8681430Z 2025-09-07T07:22:15.8682760Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_f94d51fd2b4df9fb_.log 2025-09-07T07:22:15.8692600Z Running 54 items in this shard: test/test_jit_autocast.py::TestAutocast::test_autocast_api, test/test_jit_autocast.py::TestAutocast::test_autocast_api_not_supported, test/test_jit_autocast.py::TestAutocast::test_autocast_autodiff, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator_outside_jit, test/test_jit_autocast.py::TestAutocast::test_autocast_mixed_dtypes, test/test_jit_autocast.py::TestAutocast::test_callees, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_off, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_on, test/test_jit_autocast.py::TestAutocast::test_conditional_autocast, test/test_jit_autocast.py::TestAutocast::test_control_flow, test/test_jit_autocast.py::TestAutocast::test_divergent_autocast, test/test_jit_autocast.py::TestAutocast::test_divergent_types, test/test_jit_autocast.py::TestAutocast::test_duplicate_inputs, test/test_jit_autocast.py::TestAutocast::test_eager_and_script, test/test_jit_autocast.py::TestAutocast::test_explicit_casts, test/test_jit_autocast.py::TestAutocast::test_fp32_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_policy_with_fp64, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_ignore_amp, test/test_jit_autocast.py::TestAutocast::test_implicitly_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_inplace, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_cpu, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_gpu, test/test_jit_autocast.py::TestAutocast::test_jit_call_method_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_executor_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_basic, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_constants, test/test_jit_autocast.py::TestAutocast::test_jit_generic_autocast, test/test_jit_autocast.py::TestAutocast::test_linear_bf16, test/test_jit_autocast.py::TestAutocast::test_minimal, test/test_jit_autocast.py::TestAutocast::test_minimal_cpu, test/test_jit_autocast.py::TestAutocast::test_minimal_off, test/test_jit_autocast.py::TestAutocast::test_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_promote_policy, test/test_jit_autocast.py::TestAutocast::test_promote_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_reused_autocast, test/test_jit_autocast.py::TestAutocast::test_reused_autocast_expr, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state_expr, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing_with_autocast, test/test_jit_autocast.py::TestAutocast::test_script_module, test/test_jit_autocast.py::TestAutocast::test_tracing_and_script, test/test_jit_autocast.py::TestAutocast::test_tracing_with_autocast_and_script, test/test_jit_autocast.py::TestJitTraceAutocast::test_cat_promote, test/test_jit_autocast.py::TestJitTraceAutocast::test_generate_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nchw_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nhwc_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cpu, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cuda, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_enable_and_check, test/test_jit_autocast.py::TestJitTraceAutocast::test_scripted_aliasing 2025-09-07T07:22:15.8701910Z 2025-09-07T07:22:16.8133380Z 2025-09-07T07:22:16.8134770Z profiler/test_python_tracer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_python_tracer_1.1_20c01dadae2a8c1b_.log 2025-09-07T07:22:16.8138030Z Running 3 items in this shard: test/profiler/test_python_tracer.py::TestPythonTracer::test_method_with_c_function, test/profiler/test_python_tracer.py::TestPythonTracer::test_monitoring_callback, test/profiler/test_python_tracer.py::TestPythonTracer::test_unexpected_c_return_events 2025-09-07T07:22:16.8140190Z 2025-09-07T07:22:18.1704900Z Running lazy/test_reuse_ir 1/1 ... [2025-09-07 07:22:18.170340] 2025-09-07T07:22:18.1705200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:22:18.1706810Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:18.170589] 2025-09-07T07:22:18.9939770Z Running test_quantization 1/1 ... [2025-09-07 07:22:18.993776] 2025-09-07T07:22:18.9940080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-09-07T07:22:18.9942510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python', '-bb', 'test_quantization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:18.994118] 2025-09-07T07:22:20.6086410Z 2025-09-07T07:22:20.6087020Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_604d44066594d04b_.log 2025-09-07T07:22:20.6094870Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm 2025-09-07T07:22:20.6095590Z 2025-09-07T07:24:27.2974670Z 2025-09-07T07:24:27.2975160Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_683afdc872c61185_.log 2025-09-07T07:24:27.8887930Z Running 24601 items in this shard: test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_angle_complex_to_float_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_angle_complex_to_float_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_big_number_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_signed_zero_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_signed_zero_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_zero_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_zero_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bool_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_byte_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cdouble_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_cfloat_cpu_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bfloat16_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bfloat16_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bfloat16_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bitwise_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bitwise_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bitwise_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bitwise_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bitwise_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bitwise_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_bool_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_byte_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cdouble_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_ceil_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cfloat_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_char_cpu_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_conj_physical_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_cosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_double_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_erfinv_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_exp_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_expm1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_fill_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_float_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_floor_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frac_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frac_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frac_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frac_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frexp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frexp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frexp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_frexp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_half_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_i0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_imag_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_imag_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_imag_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_int_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isfinite_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isnan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isneginf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isposinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_lgamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log10_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log1p_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_log_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_logit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_long_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cpu_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_hardsigmoid_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_nn_functional_softsign_cpu_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_positive_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_reciprocal_cpu_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asin_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bool_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_byte_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cdouble_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_ceil_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cfloat_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_complex32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_imag_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_imag_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_imag_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_rrelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_rrelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_rrelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_complex_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_neg_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_neg_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_neg_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_sgn_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_short_cpu_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asin_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_asinh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_atanh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bitwise_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bitwise_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bitwise_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bitwise_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bitwise_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bitwise_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cdouble_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_imag_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_imag_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_imag_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_rrelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_rrelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_rrelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_complex_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_neg_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_neg_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_neg_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_i0e_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_i0e_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_i0e_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_i0e_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_i0e_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_i0e_cpu_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_special_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_special_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_slow_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_ndtri_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_ndtri_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_special_ndtri_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_special_ndtri_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_assert_raises_cpu, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_edge_cases_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_edge_cases_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_edge_cases_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_backward_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_backward_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_backward_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardswish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardswish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardswish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_special_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_special_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_special_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_common_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_common_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_common_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_common_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_edge_cases_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_edge_cases_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_edge_cases_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igammac_edge_cases_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_isposinf_isneginf_non_boolean_output_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_log1p_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_log1p_complex_cpu_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_exp2_cpu_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_lgamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log10_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log1p_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_log2_cpu_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logical_not_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logical_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logical_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logical_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logical_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_logit_cpu_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_long_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_celu_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_rrelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_rrelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_rrelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_complex_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_real_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j1_cpu_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_unary_out_op_mem_overlap_cpu_float64 2025-09-07T07:24:28.5909050Z 2025-09-07T07:28:26.6944960Z 2025-09-07T07:28:26.6945430Z PRINTING LOG FILE of test_quantization 1/1 (test/test-reports/test_quantization_1.1_c800ff37fdd20169_.log) 2025-09-07T07:28:26.6946210Z cannot import name 'TestBitsCUDA' from 'quantization.core.experimental.test_bits' (/Users/ec2-user/runner/_work/pytorch/pytorch/test/quantization/core/experimental/test_bits.py) 2025-09-07T07:28:26.6947160Z cannot import name 'TestFloat8DtypeCUDA' from 'quantization.core.experimental.test_floatx' (/Users/ec2-user/runner/_work/pytorch/pytorch/test/quantization/core/experimental/test_floatx.py) 2025-09-07T07:28:26.6947960Z Test results will be stored in test-reports/python-pytest/test_quantization/test_quantization-c3543d1ceaed05a9.xml 2025-09-07T07:28:26.6948390Z ============================= test session starts ============================== 2025-09-07T07:28:26.6948860Z platform darwin -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/python 2025-09-07T07:28:26.6949560Z cachedir: .pytest_cache 2025-09-07T07:28:26.6950020Z hypothesis profile 'pytorch_ci' -> database=None, deadline=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:28:26.6950530Z rootdir: /Users/ec2-user/runner/_work/pytorch/pytorch 2025-09-07T07:28:26.6950760Z configfile: pytest.ini 2025-09-07T07:28:26.6951160Z plugins: xdoctest-1.1.0, cpp-2.3.0, rerunfailures-10.3, flakefinder-1.1.0, hypothesis-6.56.4, xdist-3.3.1, subtests-0.13.1, typeguard-4.3.0 2025-09-07T07:28:26.6951600Z collecting ... collected 1338 items 2025-09-07T07:28:26.6951850Z stepcurrent: Cannot find last run test, not skipping 2025-09-07T07:28:26.7230010Z Running 1338 items in this shard: test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool, test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool2d_nhwc, test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool3d_ndhwc, test/test_quantization.py::TestQuantizedOps::test_add_scalar_relu, test/test_quantization.py::TestQuantizedOps::test_advanced_indexing, test/test_quantization.py::TestQuantizedOps::test_avg_pool2d, test/test_quantization.py::TestQuantizedOps::test_avg_pool2d_nhwc, test/test_quantization.py::TestQuantizedOps::test_avg_pool3d, test/test_quantization.py::TestQuantizedOps::test_avg_pool3d_nhwc, test/test_quantization.py::TestQuantizedOps::test_batch_norm, test/test_quantization.py::TestQuantizedOps::test_batch_norm_relu, test/test_quantization.py::TestQuantizedOps::test_cat, test/test_quantization.py::TestQuantizedOps::test_cat_nhwc, test/test_quantization.py::TestQuantizedOps::test_channel_shuffle, test/test_quantization.py::TestQuantizedOps::test_custom_module_lstm, test/test_quantization.py::TestQuantizedOps::test_custom_module_multi_head_attention, test/test_quantization.py::TestQuantizedOps::test_empty_batch, test/test_quantization.py::TestQuantizedOps::test_equal, test/test_quantization.py::TestQuantizedOps::test_group_norm, test/test_quantization.py::TestQuantizedOps::test_hardswish, test/test_quantization.py::TestQuantizedOps::test_hardtanh, test/test_quantization.py::TestQuantizedOps::test_instance_norm, test/test_quantization.py::TestQuantizedOps::test_int8_add_onednn, test/test_quantization.py::TestQuantizedOps::test_int8_batch_norm_onednn, test/test_quantization.py::TestQuantizedOps::test_int8_mul_onednn, test/test_quantization.py::TestQuantizedOps::test_interpolate, test/test_quantization.py::TestQuantizedOps::test_interpolate3d, test/test_quantization.py::TestQuantizedOps::test_leaky_relu, test/test_quantization.py::TestQuantizedOps::test_leaky_relu_observed_output, 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test/test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cpu, test/test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cuda, test/test_quantization.py::TestQuantizedTensor::test_qtensor_int_repr, test/test_quantization.py::TestQuantizedTensor::test_qtensor_legacy_new_failure, test/test_quantization.py::TestQuantizedTensor::test_qtensor_load_save, test/test_quantization.py::TestQuantizedTensor::test_qtensor_masked_fill_cpu, test/test_quantization.py::TestQuantizedTensor::test_qtensor_masked_fill_cuda, test/test_quantization.py::TestQuantizedTensor::test_qtensor_per_channel_load_save, test/test_quantization.py::TestQuantizedTensor::test_qtensor_per_channel_permute, test/test_quantization.py::TestQuantizedTensor::test_qtensor_permute, test/test_quantization.py::TestQuantizedTensor::test_qtensor_quant_dequant, test/test_quantization.py::TestQuantizedTensor::test_qtensor_quantize_per_channel, test/test_quantization.py::TestQuantizedTensor::test_qtensor_reshape, test/test_quantization.py::TestQuantizedTensor::test_qtensor_resize, test/test_quantization.py::TestQuantizedTensor::test_qtensor_sub_byte_aligned_cols, test/test_quantization.py::TestQuantizedTensor::test_qtensor_sub_byte_not_aligned_cols, test/test_quantization.py::TestQuantizedTensor::test_qtensor_unsqueeze, test/test_quantization.py::TestQuantizedTensor::test_qtensor_view, test/test_quantization.py::TestQuantizedTensor::test_quant_pin_memory, test/test_quantization.py::TestQuantizedTensor::test_quantize_per_channel_float_qparams, test/test_quantization.py::TestQuantizedTensor::test_quantize_per_channel_sub_byte, test/test_quantization.py::TestQuantizedTensor::test_repeat, test/test_quantization.py::TestQuantizedTensor::test_torch_qtensor_deepcopy, test/test_quantization.py::TestFakeQuantize::test_fq_module_per_channel, test/test_quantization.py::TestFakeQuantize::test_fq_serializable_per_channel, test/test_quantization.py::TestFakeQuantize::test_quant_min_max_override, test/test_quantization.py::TestObserver::test_dynamic_quant_observer, test/test_quantization.py::TestObserver::test_dynamic_quant_observer_matching_choose_qparams, test/test_quantization.py::TestObserver::test_histogram_observer_consistent_buffer_shape, test/test_quantization.py::TestObserver::test_histogram_observer_handle_OOM_due_to_close_min_max_value, test/test_quantization.py::TestObserver::test_histogram_observer_handle_close_to_infinity, test/test_quantization.py::TestObserver::test_histogram_observer_ignore_infinity, test/test_quantization.py::TestObserver::test_histogram_observer_save_load_state_dict, test/test_quantization.py::TestObserver::test_observer_qparams_respects_device_affinity, test/test_quantization.py::TestObserver::test_observer_scriptable, test/test_quantization.py::TestObserver::test_per_channel_observers, test/test_quantization.py::TestObserver::test_per_channel_observers_load_state_dict, test/test_quantization.py::TestObserver::test_per_tensor_observers, test/test_quantization.py::TestObserver::test_save_load_state_dict_script, test/test_quantization.py::TestObserver::test_state_dict_respects_device_affinity, test/test_quantization.py::TestObserver::test_zero_numel, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm2d, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm2d_serialization, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm3d, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm3d_serialization, test/test_quantization.py::TestStaticQuantizedModule::test_channel_shuffle, test/test_quantization.py::TestStaticQuantizedModule::test_conv1d_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv1d_relu_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv2d_add, test/test_quantization.py::TestStaticQuantizedModule::test_conv2d_add_relu, test/test_quantization.py::TestStaticQuantizedModule::test_conv2d_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv2d_relu_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv3d_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv3d_relu_api, test/test_quantization.py::TestStaticQuantizedModule::test_dropout, test/test_quantization.py::TestStaticQuantizedModule::test_dropout_serialization, test/test_quantization.py::TestStaticQuantizedModule::test_elu, test/test_quantization.py::TestStaticQuantizedModule::test_embedding_api, test/test_quantization.py::TestStaticQuantizedModule::test_embedding_bag_api, test/test_quantization.py::TestStaticQuantizedModule::test_group_norm, test/test_quantization.py::TestStaticQuantizedModule::test_hard_swish, test/test_quantization.py::TestStaticQuantizedModule::test_instance_norm, test/test_quantization.py::TestStaticQuantizedModule::test_layer_norm, test/test_quantization.py::TestStaticQuantizedModule::test_leaky_relu, test/test_quantization.py::TestStaticQuantizedModule::test_linear, test/test_quantization.py::TestStaticQuantizedModule::test_linear_leaky_relu, test/test_quantization.py::TestStaticQuantizedModule::test_linear_relu, test/test_quantization.py::TestStaticQuantizedModule::test_linear_tanh, test/test_quantization.py::TestStaticQuantizedModule::test_pool_api, test/test_quantization.py::TestStaticQuantizedModule::test_prelu, test/test_quantization.py::TestStaticQuantizedModule::test_quant_dequant_api, test/test_quantization.py::TestStaticQuantizedModule::test_relu, test/test_quantization.py::TestStaticQuantizedModule::test_sigmoid, test/test_quantization.py::TestDynamicQuantizedModule::test_cell_api, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv1d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv2d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv3d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose1d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose2d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose3d, test/test_quantization.py::TestDynamicQuantizedModule::test_gru_api, test/test_quantization.py::TestDynamicQuantizedModule::test_linear_api, test/test_quantization.py::TestDynamicQuantizedModule::test_lstm_api, test/test_quantization.py::TestReferenceQuantizedModule::test_linear_decomposed_weight_custom_qmin_qmax, test/test_quantization.py::TestReferenceQuantizedModule::test_rnn, test/test_quantization.py::TestReferenceQuantizedModule::test_rnn_cell, test/test_quantization.py::TestReferenceQuantizedModule::test_sparse, test/test_quantization.py::TestRecordHistogramObserver::test_observer_scriptable, test/test_quantization.py::TestRecordHistogramObserver::test_record_observer, test/test_quantization.py::TestHistogramObserver::test_histogram_observer, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_against_reference, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_correct_numel, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_extreme_inputs, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_one_sided, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_same_inputs, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_single_inputs, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_update_within_range_succeeds, test/test_quantization.py::TestHistogramObserver::test_observer_scriptable, test/test_quantization.py::TestDistributed::test_device_affinity, test/test_quantization.py::TestDistributed::test_fake_quant_preserves_buffers, test/test_quantization.py::TestDistributed::test_observers_preserve_buffers, test/test_quantization.py::TestDistributed::test_qat_convbn_fused_syncbn_replacement, test/test_quantization.py::TestDistributed::test_qat_data_parallel, test/test_quantization.py::TestDistributed::test_syncbn_preserves_qconfig, test/test_quantization.py::TestFusedObsFakeQuantModule::test_compare_fused_obs_fq_oss_module, test/test_quantization.py::TestFusedObsFakeQuantModule::test_default_fused_qat_config, test/test_quantization.py::TestFusedObsFakeQuantModule::test_embedding_bag_qat_config, test/test_quantization.py::TestFusedObsFakeQuantModule::test_embedding_qat_config, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_mod_per_channel, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_mod_reduce_range, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_obs_fq_module, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_obs_fq_moving_avg_module, test/test_quantization.py::TestBackendConfig::test_backend_config_from_dict, test/test_quantization.py::TestBackendConfig::test_backend_config_set_backend_pattern_config, test/test_quantization.py::TestBackendConfig::test_backend_config_set_name, test/test_quantization.py::TestBackendConfig::test_backend_config_to_dict, test/test_quantization.py::TestBackendConfig::test_backend_op_config_add_dtype_config, test/test_quantization.py::TestBackendConfig::test_backend_op_config_from_dict, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_extra_inputs_getter, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_fused_module, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_fuser_method, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_input_type_to_index, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_num_tensor_args_to_observation_type, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_observation_type, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_qat_module, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_reference_quantized_module, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_root_module, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_root_node_getter, test/test_quantization.py::TestBackendConfig::test_backend_op_config_to_dict, test/test_quantization.py::TestBackendConfig::test_dtype_config_from_dict, test/test_quantization.py::TestBackendConfig::test_dtype_config_to_dict, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_complex_args, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_default_kwargs, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_simple, test/test_quantization.py::TestUtils::test_quantize_weight_clamping_per_channel, test/test_quantization.py::TestUtils::test_quantize_weight_clamping_per_tensor, test/test_quantization.py::TestUtils::test_uint4_int4_dtype, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_activations, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_activations_in_non_leaf_module_list, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_convtranspose_per_channel_fails_early, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_convtranspose_per_channel_qconfig_none, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_custom_module_class, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_dequant_stub, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_manual, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_mha_batch_first_attr_is_copied_in_prepare, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_nested1, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_nested2, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_nested3, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_normalization, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_quantized_embedding, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_quantized_embedding_bag, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_quantwrapper_attaches_qconfig_to_dequant, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_resnet_base, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_save_load_state_dict, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_single_layer, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_skip_quant, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_two_layers, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_embedding_bag_dynamic, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_embedding_ops_dynamic, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_linear_relu_fusion, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested1, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested2, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested3, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_per_channel_linear_quantize, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_quantized_rnn, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_quantized_rnn_cell, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_single_layer, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_two_layers, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_type_match_rule, test/test_quantization.py::TestQuantizeEagerOps::test_conv_1d, test/test_quantization.py::TestQuantizeEagerOps::test_conv_2d, test/test_quantization.py::TestQuantizeEagerOps::test_conv_3d, test/test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_1d, test/test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_2d, test/test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_3d, test/test_quantization.py::TestQuantizeEagerOps::test_functional_module, test/test_quantization.py::TestQuantizeEagerOps::test_int16_reference_module, test/test_quantization.py::TestQuantizeEagerOps::test_leaky_relu, test/test_quantization.py::TestQuantizeEagerOps::test_linear, test/test_quantization.py::TestQuantizeEagerOps::test_relu, test/test_quantization.py::TestQuantizeEagerQAT::test_add_scalar_uses_input_qparams, test/test_quantization.py::TestQuantizeEagerQAT::test_conv_linear, test/test_quantization.py::TestQuantizeEagerQAT::test_conv_linear_symm, test/test_quantization.py::TestQuantizeEagerQAT::test_defused_embedding_bag_linear, test/test_quantization.py::TestQuantizeEagerQAT::test_dropout, test/test_quantization.py::TestQuantizeEagerQAT::test_dynamic_qat_linear, test/test_quantization.py::TestQuantizeEagerQAT::test_embedding_bag_linear, test/test_quantization.py::TestQuantizeEagerQAT::test_embedding_qat_qconfig_equal, test/test_quantization.py::TestQuantizeEagerQAT::test_eval_only_fake_quant, test/test_quantization.py::TestQuantizeEagerQAT::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerQAT::test_manual, test/test_quantization.py::TestQuantizeEagerQAT::test_mul_scalar_uses_input_qparams, test/test_quantization.py::TestQuantizeEagerQAT::test_qat_embedding_bag_errors, test/test_quantization.py::TestQuantizeEagerQAT::test_train_save_load_eval, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_conv_bn_folded_vs_unfolded, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_conv_bn_relu, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_fixed_qparam_ops, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_leaky_relu, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_numerics, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_symm_numerics, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_workflow, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_precomputed_fake_quant, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_relu, test/test_quantization.py::TestFuseEager::test_forward_hooks_preserved, test/test_quantization.py::TestFuseEager::test_fuse_function_customization, test/test_quantization.py::TestFuseEager::test_fuse_module_eval, test/test_quantization.py::TestFuseEager::test_fuse_module_train, test/test_quantization.py::TestFuseEager::test_fuse_modules_with_nested_hooks, test/test_quantization.py::TestFuseEager::test_fusion_conv_with_bias, test/test_quantization.py::TestFuseEager::test_fusion_convtranspose_bn_eval, test/test_quantization.py::TestFuseEager::test_fusion_linear_bn_eval, test/test_quantization.py::TestFuseEager::test_fusion_sequential_model_eval, test/test_quantization.py::TestFuseEager::test_fusion_sequential_model_train, test/test_quantization.py::TestModelNumericsEager::test_fake_quant_true_quant_compare, test/test_quantization.py::TestModelNumericsEager::test_float_quant_compare_per_channel, test/test_quantization.py::TestModelNumericsEager::test_float_quant_compare_per_tensor, test/test_quantization.py::TestModelNumericsEager::test_weight_only_activation_only_fakequant, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_conv_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_functional_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_linear_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_linear_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_lstm_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_conv_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_functional_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_linear_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_linear_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_lstm_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_partial, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_submodule_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_conv_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_linear_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_linear_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_lstm_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_mobilenet_v2, test/test_quantization.py::TestNumericSuiteEager::test_mobilenet_v3, test/test_quantization.py::TestNumericSuiteEager::test_output_logger, test/test_quantization.py::TestNumericSuiteEager::test_shadow_logger, test/test_quantization.py::TestEqualizeEager::test_converged, test/test_quantization.py::TestEqualizeEager::test_cross_layer_equalization, test/test_quantization.py::TestEqualizeEager::test_equalize, test/test_quantization.py::TestEqualizeEager::test_equalize_fused_convrelu, test/test_quantization.py::TestEqualizeEager::test_equalize_fused_linearrelu, test/test_quantization.py::TestBiasCorrectionEager::test_conv_chain, test/test_quantization.py::TestBiasCorrectionEager::test_linear_chain, test/test_quantization.py::TestFuseFx::test_fuse_addtional_fuser_method, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_by_default, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_lowering, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_onednn, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_relu, test/test_quantization.py::TestFuseFx::test_fuse_convtranspose_bn_eval, test/test_quantization.py::TestFuseFx::test_fuse_custom_pattern, test/test_quantization.py::TestFuseFx::test_fuse_linear_bn_eval, test/test_quantization.py::TestFuseFx::test_fuse_linear_bn_leaky_relu_onednn, test/test_quantization.py::TestFuseFx::test_fuse_linear_tanh_for_onednn_backend, test/test_quantization.py::TestFuseFx::test_fuse_module_relu, test/test_quantization.py::TestFuseFx::test_fusion_pattern_with_matchallnode, test/test_quantization.py::TestFuseFx::test_fusion_pattern_with_multiple_inputs, test/test_quantization.py::TestFuseFx::test_linear_bn_leaky_relu_not_fused_by_default, test/test_quantization.py::TestFuseFx::test_linear_tanh_not_fused_by_default, test/test_quantization.py::TestFuseFx::test_problematic_fuse_example, test/test_quantization.py::TestFuseFx::test_qconfig_fused_module, test/test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx, test/test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx_dynamic_quant, test/test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx_per_channel_quant, test/test_quantization.py::TestQuantizeFx::test_assert_on_size_after_quant_layer, test/test_quantization.py::TestQuantizeFx::test_attention, test/test_quantization.py::TestQuantizeFx::test_backend_config_check_for_weight_and_bias, test/test_quantization.py::TestQuantizeFx::test_backend_config_quantization_range, test/test_quantization.py::TestQuantizeFx::test_backend_config_scale_min, test/test_quantization.py::TestQuantizeFx::test_change_backend_config_for_fixed_qparam_ops, test/test_quantization.py::TestQuantizeFx::test_channel_shuffle_lowering, test/test_quantization.py::TestQuantizeFx::test_conv_bn_relu, test/test_quantization.py::TestQuantizeFx::test_conv_linear_not_reference, test/test_quantization.py::TestQuantizeFx::test_conv_linear_reference, test/test_quantization.py::TestQuantizeFx::test_conv_lowering, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_not_reference, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_reference, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_relu_not_reference, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_relu_reference, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_from_dict, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_set_observed_to_quantized_mapping, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_set_preserved_attributes, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_to_dict, test/test_quantization.py::TestQuantizeFx::test_convert_qconfig_mapping, test/test_quantization.py::TestQuantizeFx::test_convtranspose_per_channel_fails_early, test/test_quantization.py::TestQuantizeFx::test_copy_node_has_shared_actpp_instance, test/test_quantization.py::TestQuantizeFx::test_custom_module_class, test/test_quantization.py::TestQuantizeFx::test_custom_module_class_input_has_duplicate_nodes, test/test_quantization.py::TestQuantizeFx::test_custom_module_class_input_has_multiple_users, test/test_quantization.py::TestQuantizeFx::test_deepcopy_preserve_attributes, test/test_quantization.py::TestQuantizeFx::test_default_qconfig_mapping_override_global, test/test_quantization.py::TestQuantizeFx::test_default_quant_after_none_qconfig, test/test_quantization.py::TestQuantizeFx::test_dequantize, test/test_quantization.py::TestQuantizeFx::test_dict_output, test/test_quantization.py::TestQuantizeFx::test_dynamic_linear_input_multiple_use, test/test_quantization.py::TestQuantizeFx::test_dynamic_quant_fp16, test/test_quantization.py::TestQuantizeFx::test_dynamic_quant_weight_observer, test/test_quantization.py::TestQuantizeFx::test_dynamic_with_fusion, test/test_quantization.py::TestQuantizeFx::test_dynamic_with_fusion_multiple_uses, test/test_quantization.py::TestQuantizeFx::test_fold_quant_dequant, test/test_quantization.py::TestQuantizeFx::test_fp32_input_fp32_output, test/test_quantization.py::TestQuantizeFx::test_fp32_input_quantized_output, test/test_quantization.py::TestQuantizeFx::test_fp32_sum, test/test_quantization.py::TestQuantizeFx::test_fuse_custom_config_from_dict, 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test/test_quantization.py::TestQuantizeFx::test_linear_tanh_lowering, test/test_quantization.py::TestQuantizeFx::test_lowering_functional_conv_transpose_with_kwargs, test/test_quantization.py::TestQuantizeFx::test_lowering_functional_conv_with_kwargs, test/test_quantization.py::TestQuantizeFx::test_lowering_functional_linear_with_kwargs, test/test_quantization.py::TestQuantizeFx::test_masked_fill_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_match_pattern_with_multiple_args, test/test_quantization.py::TestQuantizeFx::test_mixed_dtypes, test/test_quantization.py::TestQuantizeFx::test_mul_add_fp16_config, test/test_quantization.py::TestQuantizeFx::test_no_obs_between_unmatched_node_and_copy_node, test/test_quantization.py::TestQuantizeFx::test_non_traceable_module, test/test_quantization.py::TestQuantizeFx::test_not_used, test/test_quantization.py::TestQuantizeFx::test_observer_fqn, test/test_quantization.py::TestQuantizeFx::test_output_lists_and_dicts, test/test_quantization.py::TestQuantizeFx::test_packed_weight_fused_op, test/test_quantization.py::TestQuantizeFx::test_pattern_match, test/test_quantization.py::TestQuantizeFx::test_pattern_match_constant, test/test_quantization.py::TestQuantizeFx::test_permute_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_from_dict, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_float_to_observed_mapping, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_input_quantized_indexes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_non_traceable_module_classes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_non_traceable_module_names, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_output_quantized_indexes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_preserved_attributes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_standalone_module_class, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_standalone_module_name, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_to_dict, test/test_quantization.py::TestQuantizeFx::test_prepare_mode, test/test_quantization.py::TestQuantizeFx::test_prepared_model_deepcopy, test/test_quantization.py::TestQuantizeFx::test_preserve_attributes, test/test_quantization.py::TestQuantizeFx::test_preserve_qconfig, test/test_quantization.py::TestQuantizeFx::test_preserve_tuple, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_split_tuple_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_tuple_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_list_args, 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test/test_quantization.py::TestQuantizeFxOps::test_silu_reference, test/test_quantization.py::TestQuantizeFxOps::test_softmax_normal, test/test_quantization.py::TestQuantizeFxOps::test_softmax_reference, test/test_quantization.py::TestQuantizeFxOps::test_sub, test/test_quantization.py::TestQuantizeFxOps::test_sum, test/test_quantization.py::TestQuantizeFxModels::test_model_dropout, test/test_quantization.py::TestQuantizeFxModels::test_prepare_serialize_switch_device_convert, test/test_quantization.py::TestQuantizeFxModels::test_qat_embedding_linear, test/test_quantization.py::TestQuantizeFxModels::test_qat_embeddingbag_linear, test/test_quantization.py::TestQuantizeFxModels::test_qat_functional_linear, test/test_quantization.py::TestQuantizeFxModels::test_resnet18_ddp, test/test_quantization.py::TestQuantizeFxModels::test_resnet_base, test/test_quantization.py::TestQuantizeFxModels::test_static_gpu_convert_basic, 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test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_preserves_logic, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_replaces_referenced_submodules, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_single_pattern_match, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_traced_as_callable, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_with_oneliner_pattern, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_writer_replace_consecutive_submodules, test/test_quantization.py::TestGraphUtils::test_conv_bn_conv_relu, test/test_quantization.py::TestGraphUtils::test_conv_bn_relu, test/test_quantization.py::TestGraphUtils::test_customized_equivalet_types_dict, test/test_quantization.py::TestDuplicateDQPass::test_avgpool_use_different_qconfig, test/test_quantization.py::TestDuplicateDQPass::test_no_add_quant_duplicate_dq, test/test_quantization.py::TestDuplicateDQPass::test_no_need_for_duplicate_dq, test/test_quantization.py::TestDuplicateDQPass::test_simple_duplicate_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq_no_static_q, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_two_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_with_no_quant_inbetween, test/test_quantization.py::TestMetaDataPorting::test_no_metadata_porting, test/test_quantization.py::TestMetaDataPorting::test_no_metadata_porting_through_unknown_ops, test/test_quantization.py::TestMetaDataPorting::test_simple_metadata_porting, test/test_quantization.py::TestNumericDebugger::test_added_node_gets_unique_id, test/test_quantization.py::TestNumericDebugger::test_control_flow, test/test_quantization.py::TestNumericDebugger::test_copy_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_deepcopy_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_extract_results_from_loggers, test/test_quantization.py::TestNumericDebugger::test_extract_results_from_loggers_list_output, test/test_quantization.py::TestNumericDebugger::test_prepare_for_propagation_comparison, test/test_quantization.py::TestNumericDebugger::test_quantize_pt2e_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_re_export_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_run_decompositions_map_handle_to_new_nodes, test/test_quantization.py::TestNumericDebugger::test_run_decompositions_same_handle_id, test/test_quantization.py::TestNumericDebugger::test_simple, test/test_quantization.py::TestQuantizePT2E::test_allow_exported_model_train_eval, test/test_quantization.py::TestQuantizePT2E::test_allow_exported_model_train_eval_idempotent, test/test_quantization.py::TestQuantizePT2E::test_allow_implicit_sharing, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_linear_conv, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_throw, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_transform_for_annotation, test/test_quantization.py::TestQuantizePT2E::test_constant_prop_preserve_metadata, test/test_quantization.py::TestQuantizePT2E::test_conv_padding_bn_relu, test/test_quantization.py::TestQuantizePT2E::test_conv_transpose_bn_relu, test/test_quantization.py::TestQuantizePT2E::test_derived_qspec, test/test_quantization.py::TestQuantizePT2E::test_derived_qspec_per_channel, test/test_quantization.py::TestQuantizePT2E::test_disallow_eval_train, test/test_quantization.py::TestQuantizePT2E::test_dont_fold_other_constant, test/test_quantization.py::TestQuantizePT2E::test_embedding_conv_linear_quantization, test/test_quantization.py::TestQuantizePT2E::test_embedding_quantizer, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_observer_dedup, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_ptq, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_qat, test/test_quantization.py::TestQuantizePT2E::test_fold_all_ops_before_quantize, test/test_quantization.py::TestQuantizePT2E::test_fold_quantize, test/test_quantization.py::TestQuantizePT2E::test_fold_quantize_per_channel, test/test_quantization.py::TestQuantizePT2E::test_groupwise_per_channel_quant, test/test_quantization.py::TestQuantizePT2E::test_input_edge_sanity_check, test/test_quantization.py::TestQuantizePT2E::test_max_pool2d_quantizer, test/test_quantization.py::TestQuantizePT2E::test_model_is_exported, test/test_quantization.py::TestQuantizePT2E::test_move_exported_model_bn_device_cpu, test/test_quantization.py::TestQuantizePT2E::test_move_exported_model_dropout, test/test_quantization.py::TestQuantizePT2E::test_move_exported_model_dropout_inplace, test/test_quantization.py::TestQuantizePT2E::test_multi_users_without_output_observer, test/test_quantization.py::TestQuantizePT2E::test_observer_callback, test/test_quantization.py::TestQuantizePT2E::test_prepare_obs_or_fq_callback, test/test_quantization.py::TestQuantizePT2E::test_preserve_nn_module_stack, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_float8_e4m3fn, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_float8_e5m2, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_int16, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_float8_e4m3fn, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_float8_e5m2, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_int16, test/test_quantization.py::TestQuantizePT2E::test_reentrant, test/test_quantization.py::TestQuantizePT2E::test_save_load, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity_case_2, test/test_quantization.py::TestQuantizePT2E::test_simple_quantizer, test/test_quantization.py::TestQuantizePT2E::test_speed, test/test_quantization.py::TestQuantizePT2E::test_transform_for_annotation, test/test_quantization.py::TestQuantizePT2E::test_wo_annotate_conv_output_quantizer, test/test_quantization.py::TestQuantizePT2EAffineQuantization::test_channel_group_quantization, test/test_quantization.py::TestQuantizePT2EAffineQuantization::test_dynamic_affine_act_per_channel_weights, test/test_quantization.py::TestQuantizePT2EAffineQuantization::test_dynamic_per_tok_act_per_group_weights, test/test_quantization.py::TestPT2ERepresentation::test_add, test/test_quantization.py::TestPT2ERepresentation::test_add_relu, test/test_quantization.py::TestPT2ERepresentation::test_conv2d, test/test_quantization.py::TestPT2ERepresentation::test_dynamic_linear, test/test_quantization.py::TestPT2ERepresentation::test_maxpool2d, test/test_quantization.py::TestPT2ERepresentation::test_qdq, test/test_quantization.py::TestPT2ERepresentation::test_qdq_per_channel, test/test_quantization.py::TestPT2ERepresentation::test_static_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_add_and_inplace_add, test/test_quantization.py::TestXNNPACKQuantizer::test_add_mul_long, test/test_quantization.py::TestXNNPACKQuantizer::test_add_mul_scalar, test/test_quantization.py::TestXNNPACKQuantizer::test_cat_same_node, test/test_quantization.py::TestXNNPACKQuantizer::test_conv1d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv1d_with_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_conv_linear_no_permute, test/test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear_int4_weight, test/test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear_with_conv, test/test_quantization.py::TestXNNPACKQuantizer::test_gru, test/test_quantization.py::TestXNNPACKQuantizer::test_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_linear_gru, test/test_quantization.py::TestXNNPACKQuantizer::test_linear_relu, test/test_quantization.py::TestXNNPACKQuantizer::test_linear_with_dynamic_shape, test/test_quantization.py::TestXNNPACKQuantizer::test_mul_and_inplace_mul, test/test_quantization.py::TestXNNPACKQuantizer::test_mul_float32_max, test/test_quantization.py::TestXNNPACKQuantizer::test_obs_sharing_ops, test/test_quantization.py::TestXNNPACKQuantizer::test_propagate_annotation, test/test_quantization.py::TestXNNPACKQuantizer::test_qat_dynamic_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_name, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_name_with_underscores, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_type, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_type_case_2, test/test_quantization.py::TestXNNPACKQuantizerModels::test_resnet18, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_adaptive_avg_pool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_attention_block, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_avg_pool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe_same_inputs, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe_single_input, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_serials_binary_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_dynamic_quant_linear, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_conv2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_linear_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_maxpool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_flatten_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_flatten_recipe2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_serials, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_dynamic_fp16, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_lowering_to_x86, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_maxpool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_dynamic_quant_linear, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_case1, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_case2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_with_mixed_configs, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_for_dynamic_quant, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_with_underscores, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_with_mixed_configs, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_add_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_bn_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_bias_derived_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_literal_args, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_per_channel_weight_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_no_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_transpose_bn, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_transpose_bn_relu, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_inplace_add_relu, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_per_channel_weight_custom_dtype, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_preserve_source_fn_stack, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_update_shared_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_add_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_bn_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_bias_derived_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_literal_args, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_per_channel_weight_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_no_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn_relu, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_inplace_add_relu, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_per_channel_weight_custom_dtype, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_preserve_source_fn_stack, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_update_shared_qspec, test/test_quantization.py::TestQuantizePT2EQATModels::test_qat_mobilenet_v2, test/test_quantization.py::TestQuantizePT2EQATModels::test_qat_resnet18, test/test_quantization.py::TestFXGraphMatcher::test_dict_return_type, test/test_quantization.py::TestFXGraphMatcher::test_matching_failure_node_count, test/test_quantization.py::TestFXGraphMatcher::test_matching_failure_node_type, test/test_quantization.py::TestFXGraphMatcher::test_methods, test/test_quantization.py::TestFXGraphMatcher::test_nodes_before_cat, test/test_quantization.py::TestFXGraphMatcher::test_nodes_with_equal_types_get_matched, test/test_quantization.py::TestFXGraphMatcher::test_op_relationship_mapping, test/test_quantization.py::TestFXGraphMatcher::test_results_order, test/test_quantization.py::TestFXGraphMatcher::test_simple_fun, test/test_quantization.py::TestFXGraphMatcher::test_simple_fusion, test/test_quantization.py::TestFXGraphMatcher::test_simple_mod, test/test_quantization.py::TestFXGraphMatcher::test_simple_mod_multi, test/test_quantization.py::TestFXGraphMatcher::test_simple_tensor_ops, test/test_quantization.py::TestFXGraphMatcher::test_user_defined_function, test/test_quantization.py::TestFXGraphMatcherModels::test_mobilenet_v2, test/test_quantization.py::TestFXGraphMatcherModels::test_mobilenet_v2_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_loggers_cuda, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_mul_inputs_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_cuda, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_meth_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_mod_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_mod_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extend_logger_results_with_comparison, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_conv_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_conv_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_cuda, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_fqn, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_mod_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_mod_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_fp16_shadows_fp32, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_fp32_coverage, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_fp32_simple, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_int8_fun, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_int8_mod, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_layer_names, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_shadow_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_vs_linear_fp16_shadow_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_weights, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_kwargs_shadow, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_loggers_preserve_qat_numerics, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_logging_inputs, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fqn, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_meth_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_mod_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_mod_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_mul_add_cat_stack_skips_shadowing, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_io_dtype_coverage, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_with_either_fp32_or_int8_input, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_with_only_kwargs_skips_shadowing, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_ops_with_same_fp32_and_int8_signature, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_activations_fqn, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_loggers_preserve_qat_numerics, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_unsupported_op_copy_skips_shadowing, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_defined_function, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_module, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_module_scriptable, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_fp32, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_quant, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_functions, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_fp32_fp32, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_fp32_quant, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_quant_fp32, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_quant_quant, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_mobilenet_v2, test/test_quantization.py::TestFXNumericSuiteNShadows::test_conv_bn_relu_mod, test/test_quantization.py::TestFXNumericSuiteNShadows::test_custom_functions_and_tracer, test/test_quantization.py::TestFXNumericSuiteNShadows::test_extract_weights_linear, test/test_quantization.py::TestFXNumericSuiteNShadows::test_functions, test/test_quantization.py::TestFXNumericSuiteNShadows::test_linear_mod, test/test_quantization.py::TestFXNumericSuiteNShadows::test_linear_relu_mod, test/test_quantization.py::TestFXNumericSuiteNShadows::test_logger_enabled_and_save_activations_flags, test/test_quantization.py::TestFXNumericSuiteNShadows::test_mobilenet_v2, test/test_quantization.py::TestFXNumericSuiteNShadows::test_partial_qconfig_mapping, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_deduplication, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_end_to_end, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_from_list, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_insert_padding, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_ordering, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_repr, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_retroactive_padding, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_conv, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_linear, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_lstm_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_conv, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_linear, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_lstm_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_conv, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_linear, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_lstm_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_mobilenet_v2, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_resnet18, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_sparsenn_compare_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_sparsenn_shadow, test/test_quantization.py::TestFxModelReportDetector::test_conv_sub_class_considered, test/test_quantization.py::TestFxModelReportDetector::test_fusion_layer_in_sequential, test/test_quantization.py::TestFxModelReportDetector::test_multi_linear_model_without_per_channel, test/test_quantization.py::TestFxModelReportDetector::test_multiple_q_config_options, test/test_quantization.py::TestFxModelReportDetector::test_qat_aware_model_example, test/test_quantization.py::TestFxModelReportDetector::test_sequential_model_format, test/test_quantization.py::TestFxModelReportDetector::test_simple_conv, test/test_quantization.py::TestFxModelReportObserver::test_observer_after_relu, test/test_quantization.py::TestFxModelReportObserver::test_random_epochs_and_batches, test/test_quantization.py::TestFxModelReportObserver::test_single_batch_of_ones, test/test_quantization.py::TestFxModelReportObserver::test_zero_tensor_errors, test/test_quantization.py::TestFxModelReportDetectDynamicStatic::test_nested_detection_case, test/test_quantization.py::TestFxModelReportClass::test_constructor, test/test_quantization.py::TestFxModelReportClass::test_equalization_mapping_generation, test/test_quantization.py::TestFxModelReportClass::test_generate_report, test/test_quantization.py::TestFxModelReportClass::test_generate_visualizer, test/test_quantization.py::TestFxModelReportClass::test_prepare_model_callibration, test/test_quantization.py::TestFxModelReportClass::test_qconfig_mapping_generation, test/test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_determine_points, test/test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_report_gen, test/test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_report_gen_empty, test/test_quantization.py::TestFxDetectOutliers::test_all_outlier_report_gen, test/test_quantization.py::TestFxDetectOutliers::test_multiple_run_consistent_spike_outlier_report_gen, test/test_quantization.py::TestFxDetectOutliers::test_no_outlier_report_gen, test/test_quantization.py::TestFxDetectOutliers::test_outlier_detection_determine_points, test/test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_match_with_report, test/test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_no_match, test/test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_single_feat_match, test/test_quantization.py::TestFxModelReportVisualizer::test_get_modules_and_features, test/test_quantization.py::TestEqualizeFx::test_input_weight_eq_observer, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_activation_values, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_branching, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_convert, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_equalization_scales, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_graphs, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_prepare, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_results, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_weights_bias, test/test_quantization.py::TestEqualizeFx::test_selective_equalization, test/test_quantization.py::TestSerialization::test_conv2d, test/test_quantization.py::TestSerialization::test_conv2d_graph, test/test_quantization.py::TestSerialization::test_conv2d_graph_v2, test/test_quantization.py::TestSerialization::test_conv2d_graph_v3, test/test_quantization.py::TestSerialization::test_conv2d_nobias, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v2, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v3, test/test_quantization.py::TestSerialization::test_conv2d_relu, test/test_quantization.py::TestSerialization::test_conv3d, test/test_quantization.py::TestSerialization::test_conv3d_relu, test/test_quantization.py::TestSerialization::test_default_qat_qconfig, test/test_quantization.py::TestSerialization::test_linear, test/test_quantization.py::TestSerialization::test_linear_dynamic, test/test_quantization.py::TestSerialization::test_linear_relu, test/test_quantization.py::TestSerialization::test_linear_relu_package_quantization_transforms, test/test_quantization.py::TestSerialization::test_lstm, test/test_quantization.py::TestSerialization::test_per_channel_observer, test/test_quantization.py::TestSerialization::test_per_tensor_observer, test/test_quantization.py::TestQuantizeJit::test_conv, test/test_quantization.py::TestQuantizeJit::test_conv_bn, test/test_quantization.py::TestQuantizeJit::test_conv_transpose, test/test_quantization.py::TestQuantizeJit::test_linear_dynamic_fp16, test/test_quantization.py::TestQuantizeJit::test_nested, test/test_quantization.py::TestQuantizeJit::test_observer_with_ignored_function, test/test_quantization.py::TestQuantizeJit::test_single_linear, test/test_quantization.py::TestQuantizeJit::test_single_linear_dynamic, test/test_quantization.py::TestQuantizeJit::test_skip_quant, test/test_quantization.py::TestQuantizeJitPasses::test_conv_trace, test/test_quantization.py::TestQuantizeJitPasses::test_convtranspose_trace, test/test_quantization.py::TestQuantizeJitPasses::test_dedup_module_uses, test/test_quantization.py::TestQuantizeJitPasses::test_finalize_debug, test/test_quantization.py::TestQuantizeJitPasses::test_finalize_for_linear, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_complex_cases, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_in_submodule, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_no_fusion, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_shared_classtype, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_trivial, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_trivial_nobias, test/test_quantization.py::TestQuantizeJitPasses::test_fuse_linear, test/test_quantization.py::TestQuantizeJitPasses::test_inplace_option, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_child_qconfig, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_general_ops, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if_consistent_observation, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_nested_if, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_reused_weight, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface_unshare_type, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed_for_function, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed_in_submodule, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_shared_class_type, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_skip_values, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_weight_dtype, test/test_quantization.py::TestQuantizeJitPasses::test_insert_quant_dequant, test/test_quantization.py::TestQuantizeJitPasses::test_insert_quant_dequant_shared_class_type, test/test_quantization.py::TestQuantizeJitPasses::test_interface_with_fork, test/test_quantization.py::TestQuantizeJitPasses::test_module_list, test/test_quantization.py::TestQuantizeJitPasses::test_quantize_fork_wait, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_dequant_same_value, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_dequantize, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_dequantize_in_block, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_quantize_for_if, test/test_quantization.py::TestQuantizeJitPasses::test_skip_dequant_constant_prop, test/test_quantization.py::TestQuantizeJitPasses::test_swap_functional_linear, test/test_quantization.py::TestQuantizeJitOps::test_cat_linear, test/test_quantization.py::TestQuantizeJitOps::test_clamp, test/test_quantization.py::TestQuantizeJitOps::test_conv_with_benchmark_flag, test/test_quantization.py::TestQuantizeJitOps::test_dequantize_tuple, test/test_quantization.py::TestQuantizeJitOps::test_elu, test/test_quantization.py::TestQuantizeJitOps::test_general_shape_ops, test/test_quantization.py::TestQuantizeJitOps::test_general_value_ops, test/test_quantization.py::TestQuantizeJitOps::test_group_norm, test/test_quantization.py::TestQuantizeJitOps::test_hardswish, test/test_quantization.py::TestQuantizeJitOps::test_instance_norm, test/test_quantization.py::TestQuantizeJitOps::test_layer_norm, test/test_quantization.py::TestQuantizeJitOps::test_linear, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNFuncInplaceRelu, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNFuncRelu, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNRelu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_alpha, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_relu_alpha, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_cat, test/test_quantization.py::TestQuantizeJitOps::test_quantized_conv, test/test_quantization.py::TestQuantizeJitOps::test_quantized_conv_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar_relu, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_convert_dynamic_fp16, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_multi_op, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_quant_multi_uses, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_shared_weights, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_weight_observer, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_with_if, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_insert_quant_dequant_linear_dynamic, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_prepare_dynamic, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_prepare_dynamic_child_qconfig, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_quantize_dynamic_fp16, test/test_quantization.py::TestQuantizeDynamicJitOps::test_embedding_bag, test/test_quantization.py::TestQuantizeDynamicJitOps::test_embedding_bag_padding_idx_error, test/test_quantization.py::TestQuantizeDynamicJitOps::test_linear, test/test_quantization.py::TestFusionPasses::test_quantized_add_relu_fusion, test/test_quantization.py::TestDeprecatedJitQuantized::test_erase_class_tensor_shapes, test/test_quantization.py::TestDeprecatedJitQuantized::test_rnn_cell_quantized, test/test_quantization.py::TestDeprecatedJitQuantized::test_rnn_quantized, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_fake_quantize, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_fuse_modules, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_fuser_method_mappings, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_observer, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_qconfig, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quant_type, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantization_mappings, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantize, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantize_jit, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_stubs, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_utils, test/test_quantization.py::TestAOMigrationNNQuantized::test_functional_import, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_conv, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_dynamic_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_embedding_ops, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_activation, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_rnn, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantized_dynamic_import, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_activation, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_batchnorm, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_conv, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_dropout, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_embedding_ops, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_functional_modules, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_import, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_normalization, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_utils, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic_qat, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic_quantized, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_conv_fused, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_linear_fused, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_linear_relu, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_bn_relu, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_conv_relu, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_linear_relu, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_nn_intrinsic_fused, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_no_import_nn_intrinsic_quantized_dynamic, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_convert, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_equalize, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_fuse, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_fusion_patterns, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_graph_module, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_match_utils, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_pattern_utils, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_prepare, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_quantization_patterns, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_utils, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_quantize_fx, test/test_quantization.py::TestBitsCPU::test_cat_cpu, test/test_quantization.py::TestBitsCPU::test_subclass_cpu, test/test_quantization.py::TestBitsCPU::test_types_cpu, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_float8_e8m0fnu_rne_rounding_cpu, test/test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_mul_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_mul_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_mul_cpu_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_pt2_traceable_aot_eager_cpu_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_pt2_traceable_aot_eager_cpu_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_pt2_traceable_aot_eager_cpu_float8_e8m0fnu 2025-09-07T07:28:26.7493250Z 2025-09-07T07:28:26.7493720Z test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool <- test/quantization/core/test_quantized_op.py SKIPPED [0.0003s] (not currently working and feature isn't used) [ 0%] 2025-09-07T07:28:26.7494520Z test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool2d_nhwc <- test/quantization/core/test_quantized_op.py PASSED [0.0232s] [ 0%] 2025-09-07T07:28:26.7495210Z test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool3d_ndhwc <- test/quantization/core/test_quantized_op.py PASSED [0.0222s] [ 0%] 2025-09-07T07:28:26.7495930Z test_quantization.py::TestQuantizedOps::test_add_scalar_relu <- test/quantization/core/test_quantized_op.py SKIPPED [0.0002s] (skipping macos test) [ 0%] 2025-09-07T07:28:26.7496640Z test_quantization.py::TestQuantizedOps::test_advanced_indexing <- test/quantization/core/test_quantized_op.py PASSED [0.0019s] [ 0%] 2025-09-07T07:28:26.7497290Z test_quantization.py::TestQuantizedOps::test_avg_pool2d <- test/quantization/core/test_quantized_op.py PASSED [0.2212s] [ 0%] 2025-09-07T07:28:26.7497940Z test_quantization.py::TestQuantizedOps::test_avg_pool2d_nhwc <- test/quantization/core/test_quantized_op.py PASSED [0.5154s] [ 0%] 2025-09-07T07:28:26.7498580Z test_quantization.py::TestQuantizedOps::test_avg_pool3d <- test/quantization/core/test_quantized_op.py PASSED [1.2717s] [ 0%] 2025-09-07T07:28:26.7499210Z test_quantization.py::TestQuantizedOps::test_avg_pool3d_nhwc <- test/quantization/core/test_quantized_op.py PASSED [1.0376s] [ 0%] 2025-09-07T07:28:26.7500130Z test_quantization.py::TestQuantizedOps::test_batch_norm <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 0%] 2025-09-07T07:28:26.7501340Z test_quantization.py::TestQuantizedOps::test_batch_norm_relu <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 0%] 2025-09-07T07:28:26.7502450Z test_quantization.py::TestQuantizedOps::test_cat <- test/quantization/core/test_quantized_op.py PASSED [0.0940s] [ 0%] 2025-09-07T07:28:26.7503080Z test_quantization.py::TestQuantizedOps::test_cat_nhwc <- test/quantization/core/test_quantized_op.py PASSED [0.1448s] [ 0%] 2025-09-07T07:28:26.7503710Z test_quantization.py::TestQuantizedOps::test_channel_shuffle <- test/quantization/core/test_quantized_op.py PASSED [0.3470s] [ 1%] 2025-09-07T07:28:26.7504660Z test_quantization.py::TestQuantizedOps::test_custom_module_lstm <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 1%] 2025-09-07T07:28:26.7505790Z test_quantization.py::TestQuantizedOps::test_custom_module_multi_head_attention <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 1%] 2025-09-07T07:28:26.7506820Z test_quantization.py::TestQuantizedOps::test_empty_batch <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 1%] 2025-09-07T07:28:26.7507650Z test_quantization.py::TestQuantizedOps::test_equal <- test/quantization/core/test_quantized_op.py PASSED [0.0971s] [ 1%] 2025-09-07T07:28:26.7508400Z test_quantization.py::TestQuantizedOps::test_group_norm <- test/quantization/core/test_quantized_op.py SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 1%] 2025-09-07T07:28:26.7509300Z test_quantization.py::TestQuantizedOps::test_hardswish <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 1%] 2025-09-07T07:28:26.7510340Z test_quantization.py::TestQuantizedOps::test_hardtanh <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 1%] 2025-09-07T07:28:26.7511610Z test_quantization.py::TestQuantizedOps::test_instance_norm <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 1%] 2025-09-07T07:28:26.7512620Z test_quantization.py::TestQuantizedOps::test_int8_add_onednn <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 1%] 2025-09-07T07:28:26.7513460Z test_quantization.py::TestQuantizedOps::test_int8_batch_norm_onednn <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 1%] 2025-09-07T07:28:26.7514300Z test_quantization.py::TestQuantizedOps::test_int8_mul_onednn <- test/quantization/core/test_quantized_op.py SKIPPED [0.0009s] (Quantized operations require ONEDNN.) [ 1%] 2025-09-07T07:28:26.7515030Z test_quantization.py::TestQuantizedOps::test_interpolate <- test/quantization/core/test_quantized_op.py PASSED [0.9603s] [ 1%] 2025-09-07T07:28:26.7515680Z test_quantization.py::TestQuantizedOps::test_interpolate3d <- test/quantization/core/test_quantized_op.py PASSED [3.4399s] [ 2%] 2025-09-07T07:28:26.7516310Z test_quantization.py::TestQuantizedOps::test_leaky_relu <- test/quantization/core/test_quantized_op.py PASSED [0.0072s] [ 2%] 2025-09-07T07:28:26.7517110Z test_quantization.py::TestQuantizedOps::test_leaky_relu_observed_output <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 2%] 2025-09-07T07:28:26.7518070Z test_quantization.py::TestQuantizedOps::test_linear_bias_unpack <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 2%] 2025-09-07T07:28:26.7518840Z test_quantization.py::TestQuantizedOps::test_max_pool1d <- test/quantization/core/test_quantized_op.py PASSED [0.1166s] [ 2%] 2025-09-07T07:28:26.7519570Z test_quantization.py::TestQuantizedOps::test_max_pool2d <- test/quantization/core/test_quantized_op.py PASSED [0.2456s] [ 2%] 2025-09-07T07:28:26.7520490Z test_quantization.py::TestQuantizedOps::test_max_pool2d_cudnn <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0508s] (cudnn is not enabled.) [ 2%] 2025-09-07T07:28:26.7521390Z test_quantization.py::TestQuantizedOps::test_max_pool2d_nhwc <- test/quantization/core/test_quantized_op.py PASSED [0.2906s] [ 2%] 2025-09-07T07:28:26.7522030Z test_quantization.py::TestQuantizedOps::test_max_pool2d_pt2e <- test/quantization/core/test_quantized_op.py PASSED [0.0036s] [ 2%] 2025-09-07T07:28:26.7522660Z test_quantization.py::TestQuantizedOps::test_max_pool3d <- test/quantization/core/test_quantized_op.py PASSED [0.0091s] [ 2%] 2025-09-07T07:28:26.7523280Z test_quantization.py::TestQuantizedOps::test_max_pool3d_nhwc <- test/quantization/core/test_quantized_op.py PASSED [0.1100s] [ 2%] 2025-09-07T07:28:26.7524090Z test_quantization.py::TestQuantizedOps::test_mean <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 2%] 2025-09-07T07:28:26.7524960Z test_quantization.py::TestQuantizedOps::test_mul_scalar_relu <- test/quantization/core/test_quantized_op.py SKIPPED [0.0002s] (skipping macos test) [ 2%] 2025-09-07T07:28:26.7526550Z test_quantization.py::TestQuantizedOps::test_qadd_broadcast <- test/quantization/core/test_quantized_op.py [W907 07:22:30.194995000 Resize.cpp:38] Warning: An output with one or more elements was resized since it had shape [1, 1, 4, 4], which does not match the required output shape [2, 1, 4, 4]. This behavior is deprecated, and in a future PyTorch release outputs will not be resized unless they have zero elements. You can explicitly reuse an out tensor t by resizing it, inplace, to zero elements with t.resize_(0). (function _resize_output_check) 2025-09-07T07:28:26.7527890Z PASSED [0.0009s] [ 2%] 2025-09-07T07:28:26.7528350Z test_quantization.py::TestQuantizedOps::test_qadd_relu_cudnn <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (cudnn is not enabled.) [ 3%] 2025-09-07T07:28:26.7529120Z test_quantization.py::TestQuantizedOps::test_qadd_relu_cudnn_nhwc <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (cudnn is not enabled.) [ 3%] 2025-09-07T07:28:26.7529860Z test_quantization.py::TestQuantizedOps::test_qadd_relu_different_qparams <- test/quantization/core/test_quantized_op.py PASSED [0.0018s] [ 3%] 2025-09-07T07:28:26.7530550Z test_quantization.py::TestQuantizedOps::test_qadd_relu_same_qparams <- test/quantization/core/test_quantized_op.py PASSED [0.0014s] [ 3%] 2025-09-07T07:28:26.7531190Z test_quantization.py::TestQuantizedOps::test_qcelu <- test/quantization/core/test_quantized_op.py PASSED [0.0688s] [ 3%] 2025-09-07T07:28:26.7531790Z test_quantization.py::TestQuantizedOps::test_qclamp <- test/quantization/core/test_quantized_op.py PASSED [0.3232s] [ 3%] 2025-09-07T07:28:26.7532390Z test_quantization.py::TestQuantizedOps::test_qelu <- test/quantization/core/test_quantized_op.py PASSED [0.0749s] [ 3%] 2025-09-07T07:28:26.7532980Z test_quantization.py::TestQuantizedOps::test_qgelu <- test/quantization/core/test_quantized_op.py PASSED [0.0155s] [ 3%] 2025-09-07T07:28:26.7533740Z test_quantization.py::TestQuantizedOps::test_qhardsigmoid <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 3%] 2025-09-07T07:28:26.7534790Z test_quantization.py::TestQuantizedOps::test_qlayer_norm <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 3%] 2025-09-07T07:28:26.7535690Z test_quantization.py::TestQuantizedOps::test_qmatmul <- test/quantization/core/test_quantized_op.py PASSED [0.0255s] [ 3%] 2025-09-07T07:28:26.7536480Z test_quantization.py::TestQuantizedOps::test_qmul_broadcast <- test/quantization/core/test_quantized_op.py PASSED [0.0008s] [ 3%] 2025-09-07T07:28:26.7537190Z test_quantization.py::TestQuantizedOps::test_qmul_relu_different_qparams <- test/quantization/core/test_quantized_op.py PASSED [0.0016s] [ 3%] 2025-09-07T07:28:26.7537880Z test_quantization.py::TestQuantizedOps::test_qmul_relu_same_qparams <- test/quantization/core/test_quantized_op.py PASSED [0.1170s] [ 4%] 2025-09-07T07:28:26.7538520Z test_quantization.py::TestQuantizedOps::test_qprelu <- test/quantization/core/test_quantized_op.py PASSED [0.0158s] [ 4%] 2025-09-07T07:28:26.7539260Z test_quantization.py::TestQuantizedOps::test_qrelu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 4%] 2025-09-07T07:28:26.7540000Z test_quantization.py::TestQuantizedOps::test_qrelu6 <- test/quantization/core/test_quantized_op.py PASSED [0.0759s] [ 4%] 2025-09-07T07:28:26.7540710Z test_quantization.py::TestQuantizedOps::test_qsoftmax <- test/quantization/core/test_quantized_op.py PASSED [0.0432s] [ 4%] 2025-09-07T07:28:26.7551830Z test_quantization.py::TestQuantizedOps::test_qsoftmax_qnnpack <- test/quantization/core/test_quantized_op.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157243 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 4%] 2025-09-07T07:28:26.7554610Z test_quantization.py::TestQuantizedOps::test_qtanh <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0029s] (this is broken without changes to any relevant code, we need to remove hypothesis testing in CI) [ 4%] 2025-09-07T07:28:26.7555970Z test_quantization.py::TestQuantizedOps::test_qthreshold <- test/quantization/core/test_quantized_op.py PASSED [0.0583s] [ 4%] 2025-09-07T07:28:26.7556810Z test_quantization.py::TestQuantizedOps::test_qtopk <- test/quantization/core/test_quantized_op.py PASSED [0.0163s] [ 4%] 2025-09-07T07:28:26.7557440Z test_quantization.py::TestQuantizedOps::test_quantized_equal <- test/quantization/core/test_quantized_op.py PASSED [0.0007s] [ 4%] 2025-09-07T07:28:26.7558790Z test_quantization.py::TestQuantizedOps::test_quantized_mean_qnnpack <- test/quantization/core/test_quantized_op.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157255 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 4%] 2025-09-07T07:28:26.7560380Z test_quantization.py::TestQuantizedOps::test_sigmoid <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 4%] 2025-09-07T07:28:26.7561610Z test_quantization.py::TestQuantizedOps::test_sigmoid_dequantize_rounding_error <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 4%] 2025-09-07T07:28:26.7562740Z test_quantization.py::TestQuantizedOps::test_sigmoid_non_observed <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 5%] 2025-09-07T07:28:26.7563800Z test_quantization.py::TestQuantizedOps::test_std <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 5%] 2025-09-07T07:28:26.7565030Z test_quantization.py::TestQNNPackOps::test_adaptive_avg_pool2d <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7566010Z test_quantization.py::TestQNNPackOps::test_avg_pool2d <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7566940Z test_quantization.py::TestQNNPackOps::test_hardtanh <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7567850Z test_quantization.py::TestQNNPackOps::test_mean <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7568770Z test_quantization.py::TestQNNPackOps::test_qnnpack_add <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7569810Z test_quantization.py::TestQNNPackOps::test_qnnpack_add_broadcast <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7570860Z test_quantization.py::TestQNNPackOps::test_qnnpack_maxpool2d <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7571810Z test_quantization.py::TestQNNPackOps::test_qnnpack_mul <- test/quantization/core/test_quantized_op.py SKIPPED [0.0003s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7572760Z test_quantization.py::TestQNNPackOps::test_qnnpack_relu <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7573710Z test_quantization.py::TestQNNPackOps::test_qnnpack_sigmoid <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7574770Z test_quantization.py::TestQNNPackOps::test_qnnpack_sigmoid_sweep <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7575730Z test_quantization.py::TestQNNPackOps::test_qnnpack_tanh <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (This Pytorch Build has not been built with or does not support QNNPACK) [ 5%] 2025-09-07T07:28:26.7576660Z test_quantization.py::TestQuantizedLinear::test_qlinear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 6%] 2025-09-07T07:28:26.7577540Z test_quantization.py::TestQuantizedLinear::test_qlinear_add_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7578390Z test_quantization.py::TestQuantizedLinear::test_qlinear_add_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7579250Z test_quantization.py::TestQuantizedLinear::test_qlinear_add_relu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7580110Z test_quantization.py::TestQuantizedLinear::test_qlinear_add_relu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7581310Z test_quantization.py::TestQuantizedLinear::test_qlinear_cudnn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0033s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 6%] 2025-09-07T07:28:26.7582630Z test_quantization.py::TestQuantizedLinear::test_qlinear_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7583500Z test_quantization.py::TestQuantizedLinear::test_qlinear_gelu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7584360Z test_quantization.py::TestQuantizedLinear::test_qlinear_gelu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7585210Z test_quantization.py::TestQuantizedLinear::test_qlinear_leaky_relu <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7586060Z test_quantization.py::TestQuantizedLinear::test_qlinear_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 6%] 2025-09-07T07:28:26.7587070Z test_quantization.py::TestQuantizedLinear::test_qlinear_qnnpack_free_memory_and_unpack <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0462s] [ 6%] 2025-09-07T07:28:26.7588130Z test_quantization.py::TestQuantizedLinear::test_qlinear_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 6%] 2025-09-07T07:28:26.7589020Z test_quantization.py::TestQuantizedLinear::test_qlinear_relu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7589870Z test_quantization.py::TestQuantizedLinear::test_qlinear_relu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7590710Z test_quantization.py::TestQuantizedLinear::test_qlinear_sum_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7591640Z test_quantization.py::TestQuantizedLinear::test_qlinear_sum_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7592500Z test_quantization.py::TestQuantizedLinear::test_qlinear_sum_relu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7593370Z test_quantization.py::TestQuantizedLinear::test_qlinear_sum_relu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7594220Z test_quantization.py::TestQuantizedLinear::test_qlinear_tanh <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7595110Z test_quantization.py::TestQuantizedLinear::test_qlinear_unpack <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0376s] [ 7%] 2025-09-07T07:28:26.7596420Z test_quantization.py::TestQuantizedLinear::test_qlinear_with_input_q_dq_qweight_dq_output_fp32 <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0036s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 7%] 2025-09-07T07:28:26.7597900Z test_quantization.py::TestQuantizedLinear::test_wrapped_quantized_linear <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 7%] 2025-09-07T07:28:26.7599190Z test_quantization.py::TestQuantizedLinear::test_wrapped_quantized_linear_prepacked <- test/quantization/core/test_quantized_op.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 7%] 2025-09-07T07:28:26.7600430Z test_quantization.py::TestQuantizedConv::test_benchmark <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (used for local benchmarking, comment when we want to run it) [ 7%] 2025-09-07T07:28:26.7601260Z test_quantization.py::TestQuantizedConv::test_conv_reorder_issue_onednn <- test/quantization/core/test_quantized_op.py PASSED [0.0007s] [ 7%] 2025-09-07T07:28:26.7602080Z test_quantization.py::TestQuantizedConv::test_conv_transpose_reorder_issue_onednn <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 7%] 2025-09-07T07:28:26.7602990Z test_quantization.py::TestQuantizedConv::test_qconv1d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0321s] [ 8%] 2025-09-07T07:28:26.7604250Z test_quantization.py::TestQuantizedConv::test_qconv1d_cudnn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0031s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 8%] 2025-09-07T07:28:26.7605460Z test_quantization.py::TestQuantizedConv::test_qconv1d_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 8%] 2025-09-07T07:28:26.7606270Z test_quantization.py::TestQuantizedConv::test_qconv1d_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 8%] 2025-09-07T07:28:26.7607140Z test_quantization.py::TestQuantizedConv::test_qconv1d_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0316s] [ 8%] 2025-09-07T07:28:26.7608370Z test_quantization.py::TestQuantizedConv::test_qconv1d_relu_cudnn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0030s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 8%] 2025-09-07T07:28:26.7609600Z test_quantization.py::TestQuantizedConv::test_qconv1d_relu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 8%] 2025-09-07T07:28:26.7610440Z test_quantization.py::TestQuantizedConv::test_qconv1d_relu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 8%] 2025-09-07T07:28:26.7611330Z test_quantization.py::TestQuantizedConv::test_qconv1d_unpack <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.2097s] [ 8%] 2025-09-07T07:28:26.7612240Z test_quantization.py::TestQuantizedConv::test_qconv2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0338s] [ 8%] 2025-09-07T07:28:26.7613090Z test_quantization.py::TestQuantizedConv::test_qconv2d_add <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 8%] 2025-09-07T07:28:26.7613930Z test_quantization.py::TestQuantizedConv::test_qconv2d_add_relu <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 8%] 2025-09-07T07:28:26.7615100Z test_quantization.py::TestQuantizedConv::test_qconv2d_cudnn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0031s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 8%] 2025-09-07T07:28:26.7616250Z test_quantization.py::TestQuantizedConv::test_qconv2d_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0009s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7617090Z test_quantization.py::TestQuantizedConv::test_qconv2d_hardswish_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7618100Z test_quantization.py::TestQuantizedConv::test_qconv2d_hardswish_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7619000Z test_quantization.py::TestQuantizedConv::test_qconv2d_hardtanh_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7619850Z test_quantization.py::TestQuantizedConv::test_qconv2d_hardtanh_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7620690Z test_quantization.py::TestQuantizedConv::test_qconv2d_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7621570Z test_quantization.py::TestQuantizedConv::test_qconv2d_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0343s] [ 9%] 2025-09-07T07:28:26.7622990Z test_quantization.py::TestQuantizedConv::test_qconv2d_relu_cudnn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0031s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 9%] 2025-09-07T07:28:26.7624300Z test_quantization.py::TestQuantizedConv::test_qconv2d_relu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7625140Z test_quantization.py::TestQuantizedConv::test_qconv2d_relu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7625980Z test_quantization.py::TestQuantizedConv::test_qconv2d_sum_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7626810Z test_quantization.py::TestQuantizedConv::test_qconv2d_sum_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7627760Z test_quantization.py::TestQuantizedConv::test_qconv2d_sum_relu_float_output_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 9%] 2025-09-07T07:28:26.7628640Z test_quantization.py::TestQuantizedConv::test_qconv2d_sum_relu_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 10%] 2025-09-07T07:28:26.7629490Z test_quantization.py::TestQuantizedConv::test_qconv2d_sum_relu_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 10%] 2025-09-07T07:28:26.7630340Z test_quantization.py::TestQuantizedConv::test_qconv2d_swish_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 10%] 2025-09-07T07:28:26.7631190Z test_quantization.py::TestQuantizedConv::test_qconv2d_swish_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 10%] 2025-09-07T07:28:26.7632080Z test_quantization.py::TestQuantizedConv::test_qconv2d_unpack <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.1352s] [ 10%] 2025-09-07T07:28:26.7632850Z test_quantization.py::TestQuantizedConv::test_qconv3d <- test/quantization/core/test_quantized_op.py PASSED [0.0386s] [ 10%] 2025-09-07T07:28:26.7633570Z test_quantization.py::TestQuantizedConv::test_qconv3d_fp8 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 10%] 2025-09-07T07:28:26.7634380Z test_quantization.py::TestQuantizedConv::test_qconv3d_pt2e <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 10%] 2025-09-07T07:28:26.7635220Z test_quantization.py::TestQuantizedConv::test_qconv3d_relu <- test/quantization/core/test_quantized_op.py PASSED [0.0378s] [ 10%] 2025-09-07T07:28:26.7636030Z test_quantization.py::TestQuantizedConv::test_qconv3d_unpack <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.1300s] [ 10%] 2025-09-07T07:28:26.7636960Z test_quantization.py::TestQuantizedConv::test_qconv_transpose1d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 10%] 2025-09-07T07:28:26.7637890Z test_quantization.py::TestQuantizedConv::test_qconv_transpose2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0350s] [ 10%] 2025-09-07T07:28:26.7638840Z test_quantization.py::TestQuantizedConv::test_qconv_transpose3d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0400s] [ 10%] 2025-09-07T07:28:26.7639860Z test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv1d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 10%] 2025-09-07T07:28:26.7640880Z test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 11%] 2025-09-07T07:28:26.7641830Z test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv3d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 11%] 2025-09-07T07:28:26.7642810Z test_quantization.py::TestDynamicQuantizedOps::test_dynamic_convtranspose1d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 11%] 2025-09-07T07:28:26.7643830Z test_quantization.py::TestDynamicQuantizedOps::test_dynamic_convtranspose2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 11%] 2025-09-07T07:28:26.7644900Z test_quantization.py::TestDynamicQuantizedOps::test_dynamic_convtranspose3d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 11%] 2025-09-07T07:28:26.7645870Z test_quantization.py::TestDynamicQuantizedOps::test_linear_dynamic_fp16_onednn <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 11%] 2025-09-07T07:28:26.7646990Z test_quantization.py::TestDynamicQuantizedOps::test_linear_prepack_fp16_numerics <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 11%] 2025-09-07T07:28:26.7648120Z test_quantization.py::TestDynamicQuantizedOps::test_qlinear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 11%] 2025-09-07T07:28:26.7649220Z test_quantization.py::TestDynamicQuantizedOps::test_qlinear_dynamic_fp16 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0006s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 11%] 2025-09-07T07:28:26.7650480Z test_quantization.py::TestDynamicQuantizedOps::test_qlinear_legacy <- test/quantization/core/test_quantized_op.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 11%] 2025-09-07T07:28:26.7651560Z test_quantization.py::TestDynamicQuantizedOps::test_qlstmGRU <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0156s] [ 11%] 2025-09-07T07:28:26.7652750Z test_quantization.py::TestDynamicQuantizedOps::test_qrnncell <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 11%] 2025-09-07T07:28:26.7654070Z test_quantization.py::TestDynamicQuantizedOps::test_unpacked_qlinear_dynamic_fp16 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 11%] 2025-09-07T07:28:26.7655400Z test_quantization.py::TestDynamicQuantizedOps::test_unpacked_qlinear_dynamic_fp16_opcheck <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 12%] 2025-09-07T07:28:26.7656720Z test_quantization.py::TestDynamicQuantizedOps::test_wrapped_fbgemm_linear_fp16 <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 12%] 2025-09-07T07:28:26.7658140Z test_quantization.py::TestDynamicQuantizedOps::test_wrapped_fbgemm_pack_gemm_matrix_fp16_pt2_compliant <- test/quantization/core/test_quantized_op.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 12%] 2025-09-07T07:28:26.7659260Z test_quantization.py::TestComparatorOps::test_compare_tensor_scalar <- test/quantization/core/test_quantized_op.py PASSED [0.2189s] [ 12%] 2025-09-07T07:28:26.7659940Z test_quantization.py::TestComparatorOps::test_compare_tensor_tensor <- test/quantization/core/test_quantized_op.py PASSED [0.1032s] [ 12%] 2025-09-07T07:28:26.7660590Z test_quantization.py::TestPadding::test_constant_padNd <- test/quantization/core/test_quantized_op.py PASSED [0.2454s] [ 12%] 2025-09-07T07:28:26.7661210Z test_quantization.py::TestPadding::test_reflection_pad1d <- test/quantization/core/test_quantized_op.py PASSED [0.1462s] [ 12%] 2025-09-07T07:28:26.7661830Z test_quantization.py::TestPadding::test_reflection_pad2d <- test/quantization/core/test_quantized_op.py PASSED [9.1089s] [ 12%] 2025-09-07T07:28:26.7662620Z test_quantization.py::TestQuantizedEmbeddingOps::test_embedding <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (Known test failure on Mac.) [ 12%] 2025-09-07T07:28:26.7663460Z test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_2d_indices <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (Known test failure on Mac.) [ 12%] 2025-09-07T07:28:26.7664320Z test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_2bit <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (Known test failure on Mac.) [ 12%] 2025-09-07T07:28:26.7665190Z test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_2d_indices <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (Known test failure on Mac.) [ 12%] 2025-09-07T07:28:26.7666060Z test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_4bit <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (Known test failure on Mac.) [ 12%] 2025-09-07T07:28:26.7666910Z test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_byte <- test/quantization/core/test_quantized_op.py SKIPPED [0.0001s] (Known test failure on Mac.) [ 13%] 2025-09-07T07:28:26.7668390Z test_quantization.py::TestQuantizedFunctionalOps::test_conv1d_api <- test/quantization/core/test_quantized_functional.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157296 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 13%] 2025-09-07T07:28:26.7669840Z test_quantization.py::TestQuantizedFunctionalOps::test_conv2d_api <- test/quantization/core/test_quantized_functional.py ('RERUN', {'yellow': True}) [0.0158s] [ 13%] 2025-09-07T07:28:26.7670710Z test_quantization.py::TestQuantizedFunctionalOps::test_conv2d_api <- test/quantization/core/test_quantized_functional.py PASSED [0.0623s] [ 13%] 2025-09-07T07:28:26.7671450Z test_quantization.py::TestQuantizedFunctionalOps::test_conv3d_api <- test/quantization/core/test_quantized_functional.py PASSED [0.0414s] [ 13%] 2025-09-07T07:28:26.7672170Z test_quantization.py::TestQuantizedFunctionalOps::test_grid_sample <- test/quantization/core/test_quantized_functional.py PASSED [0.0285s] [ 13%] 2025-09-07T07:28:26.7672900Z test_quantization.py::TestQuantizedFunctionalOps::test_relu_api <- test/quantization/core/test_quantized_functional.py PASSED [0.0010s] [ 13%] 2025-09-07T07:28:26.7674020Z test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0059s] (this is broken without changes to any relevant code, we need to remove hypothesis testing in CI) [ 13%] 2025-09-07T07:28:26.7675210Z test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel_cachemask_cpu <- test/quantization/core/test_workflow_ops.py PASSED [0.0058s] [ 13%] 2025-09-07T07:28:26.7676080Z test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel_cachemask_cuda <- test/quantization/core/test_workflow_ops.py SKIPPED [0.0001s] (No gpu is not available.) [ 13%] 2025-09-07T07:28:26.7677130Z test_quantization.py::TestFakeQuantizeOps::test_backward_per_tensor <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0031s] (temporarily disable the test) [ 13%] 2025-09-07T07:28:26.7678110Z test_quantization.py::TestFakeQuantizeOps::test_backward_per_tensor_cachemask_cpu <- test/quantization/core/test_workflow_ops.py PASSED [0.0040s] [ 13%] 2025-09-07T07:28:26.7678920Z test_quantization.py::TestFakeQuantizeOps::test_backward_per_tensor_cachemask_cuda <- test/quantization/core/test_workflow_ops.py SKIPPED [0.0001s] (No gpu is not available.) [ 13%] 2025-09-07T07:28:26.7679750Z test_quantization.py::TestFakeQuantizeOps::test_fake_quant_control <- test/quantization/core/test_workflow_ops.py PASSED [0.0039s] [ 13%] 2025-09-07T07:28:26.7680460Z test_quantization.py::TestFakeQuantizeOps::test_fake_quant_per_channel_qparam_range <- test/quantization/core/test_workflow_ops.py PASSED [0.0641s] [ 13%] 2025-09-07T07:28:26.7681250Z test_quantization.py::TestFakeQuantizeOps::test_fake_quant_preserves_qparam_shapes_for_activations <- test/quantization/core/test_workflow_ops.py PASSED [0.0028s] [ 14%] 2025-09-07T07:28:26.7682060Z test_quantization.py::TestFakeQuantizeOps::test_fake_quantize_per_channel_affine_scale_dtypes <- test/quantization/core/test_workflow_ops.py PASSED [0.0010s] [ 14%] 2025-09-07T07:28:26.7682840Z test_quantization.py::TestFakeQuantizeOps::test_fake_quantize_per_tensor_affine_inf <- test/quantization/core/test_workflow_ops.py PASSED [0.0033s] [ 14%] 2025-09-07T07:28:26.7683570Z test_quantization.py::TestFakeQuantizeOps::test_fixed_qparams_fq_module <- test/quantization/core/test_workflow_ops.py PASSED [0.0685s] [ 14%] 2025-09-07T07:28:26.7684310Z test_quantization.py::TestFakeQuantizeOps::test_forward_backward_per_tensor_with_amp <- test/quantization/core/test_workflow_ops.py PASSED [0.0037s] [ 14%] 2025-09-07T07:28:26.7685030Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_channel <- test/quantization/core/test_workflow_ops.py PASSED [0.0636s] [ 14%] 2025-09-07T07:28:26.7685740Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_channel_cachemask_cpu <- test/quantization/core/test_workflow_ops.py PASSED [0.0065s] [ 14%] 2025-09-07T07:28:26.7686550Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_channel_cachemask_cuda <- test/quantization/core/test_workflow_ops.py SKIPPED [0.0001s] (No gpu is not available.) [ 14%] 2025-09-07T07:28:26.7687400Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_channel_half_precision_numerics <- test/quantization/core/test_workflow_ops.py PASSED [0.0038s] [ 14%] 2025-09-07T07:28:26.7688270Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor <- test/quantization/core/test_workflow_ops.py PASSED [0.0492s] [ 14%] 2025-09-07T07:28:26.7688990Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_cachemask_cpu <- test/quantization/core/test_workflow_ops.py PASSED [0.0052s] [ 14%] 2025-09-07T07:28:26.7689800Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_cachemask_cuda <- test/quantization/core/test_workflow_ops.py SKIPPED [0.0001s] (No gpu is not available.) [ 14%] 2025-09-07T07:28:26.7690630Z test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_half_precision_numerics <- test/quantization/core/test_workflow_ops.py PASSED [0.0021s] [ 14%] 2025-09-07T07:28:26.7691360Z test_quantization.py::TestFakeQuantizeOps::test_fq_module_per_tensor <- test/quantization/core/test_workflow_ops.py PASSED [0.0653s] [ 15%] 2025-09-07T07:28:26.7692130Z test_quantization.py::TestFakeQuantizeOps::test_fq_serializable_per_tensor <- test/quantization/core/test_workflow_ops.py PASSED [0.0064s] [ 15%] 2025-09-07T07:28:26.7693340Z test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_channel_cpu <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0036s] (this is broken without changes to any relevant code, we need to remove hypothesis testing in CI) [ 15%] 2025-09-07T07:28:26.7694770Z test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_channel_cuda <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0027s] (No gpu is not available.) [ 15%] 2025-09-07T07:28:26.7695790Z test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_tensor_cpu <- test/quantization/core/test_workflow_ops.py PASSED [0.1162s] [ 15%] 2025-09-07T07:28:26.7696800Z test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_tensor_cuda <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0028s] (No gpu is not available.) [ 15%] 2025-09-07T07:28:26.7698570Z test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_channel_cpu <- test/quantization/core/test_workflow_ops.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/107155 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 15%] 2025-09-07T07:28:26.7700240Z test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_channel_cuda <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0035s] (No gpu is not available.) [ 15%] 2025-09-07T07:28:26.7701660Z test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_tensor_cpu <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0029s] (this is broken without changes to any relevant code, we need to remove hypothesis testing in CI) [ 15%] 2025-09-07T07:28:26.7703070Z test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_tensor_cuda <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0030s] (No gpu is not available.) [ 15%] 2025-09-07T07:28:26.7704080Z test_quantization.py::TestFakeQuantizeOps::test_numerical_consistency_per_channel <- test/quantization/core/test_workflow_ops.py PASSED [0.0261s] [ 15%] 2025-09-07T07:28:26.7704830Z test_quantization.py::TestFakeQuantizeOps::test_numerical_consistency_per_tensor <- test/quantization/core/test_workflow_ops.py PASSED [0.0090s] [ 15%] 2025-09-07T07:28:26.7705690Z test_quantization.py::TestFusedObsFakeQuant::test_fused_backward_op_fake_quant_off <- test/quantization/core/test_workflow_ops.py PASSED [0.0027s] [ 15%] 2025-09-07T07:28:26.7706460Z test_quantization.py::TestFusedObsFakeQuant::test_fused_obs_fake_quant_backward_op <- test/quantization/core/test_workflow_ops.py PASSED [0.0026s] [ 15%] 2025-09-07T07:28:26.7707200Z test_quantization.py::TestFusedObsFakeQuant::test_fused_obs_fake_quant_moving_avg <- test/quantization/core/test_workflow_ops.py PASSED [0.0073s] [ 16%] 2025-09-07T07:28:26.7707970Z test_quantization.py::TestFusedObsFakeQuant::test_fused_obs_fake_quant_moving_avg_per_channel <- test/quantization/core/test_workflow_ops.py PASSED [0.0298s] [ 16%] 2025-09-07T07:28:26.7708700Z test_quantization.py::TestQuantizedTensor::test_bfp16_quantize <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 16%] 2025-09-07T07:28:26.7709850Z test_quantization.py::TestQuantizedTensor::test_choose_qparams <- ../../../../../../opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/unittest/case.py SKIPPED [0.0056s] (this is broken without changes to any relevant code, we need to remove hypothesis testing in CI) [ 16%] 2025-09-07T07:28:26.7711010Z test_quantization.py::TestQuantizedTensor::test_choose_qparams_optimized <- test/quantization/core/test_quantized_tensor.py PASSED [0.0060s] [ 16%] 2025-09-07T07:28:26.7711690Z test_quantization.py::TestQuantizedTensor::test_clone <- test/quantization/core/test_quantized_tensor.py PASSED [0.0014s] [ 16%] 2025-09-07T07:28:26.7712450Z test_quantization.py::TestQuantizedTensor::test_compare_per_channel_device_numerics <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (CUDA is not available) [ 16%] 2025-09-07T07:28:26.7713350Z test_quantization.py::TestQuantizedTensor::test_compare_per_tensor_device_numerics <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (CUDA is not available) [ 16%] 2025-09-07T07:28:26.7714250Z test_quantization.py::TestQuantizedTensor::test_cuda_quantization_does_not_pin_memory <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (CUDA is not available) [ 16%] 2025-09-07T07:28:26.7715200Z test_quantization.py::TestQuantizedTensor::test_decomposed_choose_qparams_per_token_asymmetric_backward <- test/quantization/core/test_quantized_tensor.py PASSED [0.0012s] [ 16%] 2025-09-07T07:28:26.7716020Z test_quantization.py::TestQuantizedTensor::test_decomposed_dequantize_per_channel <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 16%] 2025-09-07T07:28:26.7716790Z test_quantization.py::TestQuantizedTensor::test_decomposed_dequantize_per_tensor <- test/quantization/core/test_quantized_tensor.py PASSED [0.0012s] [ 16%] 2025-09-07T07:28:26.7717560Z test_quantization.py::TestQuantizedTensor::test_decomposed_dynamic_quant_pattern <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 16%] 2025-09-07T07:28:26.7718330Z test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_channel <- test/quantization/core/test_quantized_tensor.py PASSED [0.0009s] [ 17%] 2025-09-07T07:28:26.7719130Z test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_channel_bfloat16_input <- test/quantization/core/test_quantized_tensor.py PASSED [0.0014s] [ 17%] 2025-09-07T07:28:26.7719940Z test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_channel_group <- test/quantization/core/test_quantized_tensor.py PASSED [0.0016s] [ 17%] 2025-09-07T07:28:26.7720700Z test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_tensor <- test/quantization/core/test_quantized_tensor.py PASSED [0.0011s] [ 17%] 2025-09-07T07:28:26.7721500Z test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_tensor_bfloat16_input <- test/quantization/core/test_quantized_tensor.py PASSED [0.0008s] [ 17%] 2025-09-07T07:28:26.7722290Z test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_token <- test/quantization/core/test_quantized_tensor.py PASSED [0.0018s] [ 17%] 2025-09-07T07:28:26.7723110Z test_quantization.py::TestQuantizedTensor::test_dequantize_fp16_cpu <- test/quantization/core/test_quantized_tensor.py PASSED [0.0008s] [ 17%] 2025-09-07T07:28:26.7723890Z test_quantization.py::TestQuantizedTensor::test_dequantize_fp16_cuda <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 17%] 2025-09-07T07:28:26.7724650Z test_quantization.py::TestQuantizedTensor::test_fp16_saturate_op <- test/quantization/core/test_quantized_tensor.py PASSED [0.0009s] [ 17%] 2025-09-07T07:28:26.7725340Z test_quantization.py::TestQuantizedTensor::test_jit_serialization <- test/quantization/core/test_quantized_tensor.py PASSED [0.0089s] [ 17%] 2025-09-07T07:28:26.7726070Z test_quantization.py::TestQuantizedTensor::test_per_channel_qtensor_creation_cpu <- test/quantization/core/test_quantized_tensor.py PASSED [0.0016s] [ 17%] 2025-09-07T07:28:26.7726940Z test_quantization.py::TestQuantizedTensor::test_per_channel_qtensor_creation_cuda <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 17%] 2025-09-07T07:28:26.7727820Z test_quantization.py::TestQuantizedTensor::test_per_channel_qtensor_to_memory_format <- test/quantization/core/test_quantized_tensor.py PASSED [0.0011s] [ 17%] 2025-09-07T07:28:26.7728610Z test_quantization.py::TestQuantizedTensor::test_per_channel_to_device <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 18%] 2025-09-07T07:28:26.7729410Z test_quantization.py::TestQuantizedTensor::test_per_tensor_qtensor_to_memory_format <- test/quantization/core/test_quantized_tensor.py PASSED [0.0011s] [ 18%] 2025-09-07T07:28:26.7730200Z test_quantization.py::TestQuantizedTensor::test_per_tensor_to_device <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 18%] 2025-09-07T07:28:26.7730980Z test_quantization.py::TestQuantizedTensor::test_pickle_checkpoint_qtensor <- test/quantization/core/test_quantized_tensor.py PASSED [0.0216s] [ 18%] 2025-09-07T07:28:26.7731750Z test_quantization.py::TestQuantizedTensor::test_qscheme_pickle <- test/quantization/core/test_quantized_tensor.py PASSED [0.0017s] [ 18%] 2025-09-07T07:28:26.7732470Z test_quantization.py::TestQuantizedTensor::test_qtensor_channel_float_assignment <- test/quantization/core/test_quantized_tensor.py PASSED [0.0068s] [ 18%] 2025-09-07T07:28:26.7733190Z test_quantization.py::TestQuantizedTensor::test_qtensor_copy <- test/quantization/core/test_quantized_tensor.py PASSED [0.0015s] [ 18%] 2025-09-07T07:28:26.7733860Z test_quantization.py::TestQuantizedTensor::test_qtensor_cpu <- test/quantization/core/test_quantized_tensor.py PASSED [0.0033s] [ 18%] 2025-09-07T07:28:26.7734530Z test_quantization.py::TestQuantizedTensor::test_qtensor_creation <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 18%] 2025-09-07T07:28:26.7735260Z test_quantization.py::TestQuantizedTensor::test_qtensor_cuda <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 18%] 2025-09-07T07:28:26.7736000Z test_quantization.py::TestQuantizedTensor::test_qtensor_dtypes <- test/quantization/core/test_quantized_tensor.py PASSED [0.0008s] [ 18%] 2025-09-07T07:28:26.7736680Z test_quantization.py::TestQuantizedTensor::test_qtensor_equal <- test/quantization/core/test_quantized_tensor.py PASSED [0.0009s] [ 18%] 2025-09-07T07:28:26.7737380Z test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_channel <- test/quantization/core/test_quantized_tensor.py PASSED [0.0020s] [ 18%] 2025-09-07T07:28:26.7738110Z test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_channel_nhwc <- test/quantization/core/test_quantized_tensor.py PASSED [0.0032s] [ 18%] 2025-09-07T07:28:26.7738840Z test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_tensor <- test/quantization/core/test_quantized_tensor.py PASSED [0.0016s] [ 19%] 2025-09-07T07:28:26.7739560Z test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_tensor_nhwc <- test/quantization/core/test_quantized_tensor.py PASSED [0.0028s] [ 19%] 2025-09-07T07:28:26.7740390Z test_quantization.py::TestQuantizedTensor::test_qtensor_float_assignment <- test/quantization/core/test_quantized_tensor.py PASSED [0.0014s] [ 19%] 2025-09-07T07:28:26.7741110Z test_quantization.py::TestQuantizedTensor::test_qtensor_index_put_cpu <- test/quantization/core/test_quantized_tensor.py PASSED [0.0042s] [ 19%] 2025-09-07T07:28:26.7741880Z test_quantization.py::TestQuantizedTensor::test_qtensor_index_put_cuda <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 19%] 2025-09-07T07:28:26.7742650Z test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cpu <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 19%] 2025-09-07T07:28:26.7743430Z test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cuda <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 19%] 2025-09-07T07:28:26.7744230Z test_quantization.py::TestQuantizedTensor::test_qtensor_int_repr <- test/quantization/core/test_quantized_tensor.py PASSED [0.0008s] [ 19%] 2025-09-07T07:28:26.7744980Z test_quantization.py::TestQuantizedTensor::test_qtensor_legacy_new_failure <- test/quantization/core/test_quantized_tensor.py PASSED [0.0008s] [ 19%] 2025-09-07T07:28:26.7745690Z test_quantization.py::TestQuantizedTensor::test_qtensor_load_save <- test/quantization/core/test_quantized_tensor.py PASSED [0.0074s] [ 19%] 2025-09-07T07:28:26.7746390Z test_quantization.py::TestQuantizedTensor::test_qtensor_masked_fill_cpu <- test/quantization/core/test_quantized_tensor.py PASSED [0.0034s] [ 19%] 2025-09-07T07:28:26.7747150Z test_quantization.py::TestQuantizedTensor::test_qtensor_masked_fill_cuda <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (No gpu is available.) [ 19%] 2025-09-07T07:28:26.7747950Z test_quantization.py::TestQuantizedTensor::test_qtensor_per_channel_load_save <- test/quantization/core/test_quantized_tensor.py PASSED [0.0070s] [ 19%] 2025-09-07T07:28:26.7748730Z test_quantization.py::TestQuantizedTensor::test_qtensor_per_channel_permute <- test/quantization/core/test_quantized_tensor.py PASSED [0.0013s] [ 20%] 2025-09-07T07:28:26.7749450Z test_quantization.py::TestQuantizedTensor::test_qtensor_permute <- test/quantization/core/test_quantized_tensor.py PASSED [0.0024s] [ 20%] 2025-09-07T07:28:26.7750150Z test_quantization.py::TestQuantizedTensor::test_qtensor_quant_dequant <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 20%] 2025-09-07T07:28:26.7750880Z test_quantization.py::TestQuantizedTensor::test_qtensor_quantize_per_channel <- test/quantization/core/test_quantized_tensor.py PASSED [0.2096s] [ 20%] 2025-09-07T07:28:26.7751590Z test_quantization.py::TestQuantizedTensor::test_qtensor_reshape <- test/quantization/core/test_quantized_tensor.py PASSED [0.0013s] [ 20%] 2025-09-07T07:28:26.7752280Z test_quantization.py::TestQuantizedTensor::test_qtensor_resize <- test/quantization/core/test_quantized_tensor.py PASSED [0.0011s] [ 20%] 2025-09-07T07:28:26.7753000Z test_quantization.py::TestQuantizedTensor::test_qtensor_sub_byte_aligned_cols <- test/quantization/core/test_quantized_tensor.py PASSED [0.0051s] [ 20%] 2025-09-07T07:28:26.7753780Z test_quantization.py::TestQuantizedTensor::test_qtensor_sub_byte_not_aligned_cols <- test/quantization/core/test_quantized_tensor.py PASSED [0.0053s] [ 20%] 2025-09-07T07:28:26.7754510Z test_quantization.py::TestQuantizedTensor::test_qtensor_unsqueeze <- test/quantization/core/test_quantized_tensor.py PASSED [0.0014s] [ 20%] 2025-09-07T07:28:26.7755190Z test_quantization.py::TestQuantizedTensor::test_qtensor_view <- test/quantization/core/test_quantized_tensor.py PASSED [0.0013s] [ 20%] 2025-09-07T07:28:26.7755940Z test_quantization.py::TestQuantizedTensor::test_quant_pin_memory <- test/quantization/core/test_quantized_tensor.py SKIPPED [0.0001s] (CUDA is not available) [ 20%] 2025-09-07T07:28:26.7756840Z test_quantization.py::TestQuantizedTensor::test_quantize_per_channel_float_qparams <- test/quantization/core/test_quantized_tensor.py PASSED [0.2121s] [ 20%] 2025-09-07T07:28:26.7757620Z test_quantization.py::TestQuantizedTensor::test_quantize_per_channel_sub_byte <- test/quantization/core/test_quantized_tensor.py PASSED [0.0085s] [ 20%] 2025-09-07T07:28:26.7758320Z test_quantization.py::TestQuantizedTensor::test_repeat <- test/quantization/core/test_quantized_tensor.py PASSED [0.0010s] [ 21%] 2025-09-07T07:28:26.7759010Z test_quantization.py::TestQuantizedTensor::test_torch_qtensor_deepcopy <- test/quantization/core/test_quantized_tensor.py PASSED [0.0009s] [ 21%] 2025-09-07T07:28:26.7759720Z test_quantization.py::TestFakeQuantize::test_fq_module_per_channel <- test/quantization/core/test_workflow_module.py PASSED [0.0961s] [ 21%] 2025-09-07T07:28:26.7760430Z test_quantization.py::TestFakeQuantize::test_fq_serializable_per_channel <- test/quantization/core/test_workflow_module.py PASSED [0.0035s] [ 21%] 2025-09-07T07:28:26.7761190Z test_quantization.py::TestFakeQuantize::test_quant_min_max_override <- test/quantization/core/test_workflow_module.py PASSED [0.0011s] [ 21%] 2025-09-07T07:28:26.7761930Z test_quantization.py::TestObserver::test_dynamic_quant_observer <- test/quantization/core/test_workflow_module.py PASSED [0.0068s] [ 21%] 2025-09-07T07:28:26.7762660Z test_quantization.py::TestObserver::test_dynamic_quant_observer_matching_choose_qparams <- test/quantization/core/test_workflow_module.py PASSED [0.0012s] [ 21%] 2025-09-07T07:28:26.7763450Z test_quantization.py::TestObserver::test_histogram_observer_consistent_buffer_shape <- test/quantization/core/test_workflow_module.py PASSED [0.0018s] [ 21%] 2025-09-07T07:28:26.7764250Z test_quantization.py::TestObserver::test_histogram_observer_handle_OOM_due_to_close_min_max_value <- test/quantization/core/test_workflow_module.py PASSED [0.0029s] [ 21%] 2025-09-07T07:28:26.7765040Z test_quantization.py::TestObserver::test_histogram_observer_handle_close_to_infinity <- test/quantization/core/test_workflow_module.py PASSED [0.5722s] [ 21%] 2025-09-07T07:28:26.7765860Z test_quantization.py::TestObserver::test_histogram_observer_ignore_infinity <- test/quantization/core/test_workflow_module.py PASSED [0.0015s] [ 21%] 2025-09-07T07:28:26.7766600Z test_quantization.py::TestObserver::test_histogram_observer_save_load_state_dict <- test/quantization/core/test_workflow_module.py PASSED [0.0010s] [ 21%] 2025-09-07T07:28:26.7767420Z test_quantization.py::TestObserver::test_observer_qparams_respects_device_affinity <- test/quantization/core/test_workflow_module.py SKIPPED [0.0001s] (multi-GPU not supported) [ 21%] 2025-09-07T07:28:26.7768200Z test_quantization.py::TestObserver::test_observer_scriptable <- test/quantization/core/test_workflow_module.py PASSED [0.0469s] [ 21%] 2025-09-07T07:28:26.7768870Z test_quantization.py::TestObserver::test_per_channel_observers <- test/quantization/core/test_workflow_module.py PASSED [0.1418s] [ 22%] 2025-09-07T07:28:26.7769560Z test_quantization.py::TestObserver::test_per_channel_observers_load_state_dict <- test/quantization/core/test_workflow_module.py PASSED [0.0013s] [ 22%] 2025-09-07T07:28:26.7770270Z test_quantization.py::TestObserver::test_per_tensor_observers <- test/quantization/core/test_workflow_module.py PASSED [0.1286s] [ 22%] 2025-09-07T07:28:26.7770960Z test_quantization.py::TestObserver::test_save_load_state_dict_script <- test/quantization/core/test_workflow_module.py PASSED [0.0983s] [ 22%] 2025-09-07T07:28:26.7771880Z test_quantization.py::TestObserver::test_state_dict_respects_device_affinity <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (multi-GPU not supported) [ 22%] 2025-09-07T07:28:26.7772770Z test_quantization.py::TestObserver::test_zero_numel <- test/quantization/core/test_workflow_module.py PASSED [0.0012s] [ 22%] 2025-09-07T07:28:26.7773440Z test_quantization.py::TestStaticQuantizedModule::test_batch_norm2d <- test/quantization/core/test_quantized_module.py PASSED [0.0014s] [ 22%] 2025-09-07T07:28:26.7774280Z test_quantization.py::TestStaticQuantizedModule::test_batch_norm2d_serialization <- test/quantization/core/test_quantized_module.py PASSED [0.0044s] [ 22%] 2025-09-07T07:28:26.7775050Z test_quantization.py::TestStaticQuantizedModule::test_batch_norm3d <- test/quantization/core/test_quantized_module.py PASSED [0.0013s] [ 22%] 2025-09-07T07:28:26.7775790Z test_quantization.py::TestStaticQuantizedModule::test_batch_norm3d_serialization <- test/quantization/core/test_quantized_module.py PASSED [0.0043s] [ 22%] 2025-09-07T07:28:26.7776550Z test_quantization.py::TestStaticQuantizedModule::test_channel_shuffle <- test/quantization/core/test_quantized_module.py PASSED [0.0020s] [ 22%] 2025-09-07T07:28:26.7777390Z test_quantization.py::TestStaticQuantizedModule::test_conv1d_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 22%] 2025-09-07T07:28:26.7778410Z test_quantization.py::TestStaticQuantizedModule::test_conv1d_relu_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 22%] 2025-09-07T07:28:26.7779400Z test_quantization.py::TestStaticQuantizedModule::test_conv2d_add <- test/quantization/core/test_quantized_module.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 23%] 2025-09-07T07:28:26.7780290Z test_quantization.py::TestStaticQuantizedModule::test_conv2d_add_relu <- test/quantization/core/test_quantized_module.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 23%] 2025-09-07T07:28:26.7781220Z test_quantization.py::TestStaticQuantizedModule::test_conv2d_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 23%] 2025-09-07T07:28:26.7782190Z test_quantization.py::TestStaticQuantizedModule::test_conv2d_relu_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 23%] 2025-09-07T07:28:26.7791810Z test_quantization.py::TestStaticQuantizedModule::test_conv3d_api <- test/quantization/core/test_quantized_module.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 23%] 2025-09-07T07:28:26.7793190Z test_quantization.py::TestStaticQuantizedModule::test_conv3d_relu_api <- test/quantization/core/test_quantized_module.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 23%] 2025-09-07T07:28:26.7794160Z test_quantization.py::TestStaticQuantizedModule::test_dropout <- test/quantization/core/test_quantized_module.py PASSED [0.0009s] [ 23%] 2025-09-07T07:28:26.7794890Z test_quantization.py::TestStaticQuantizedModule::test_dropout_serialization <- test/quantization/core/test_quantized_module.py PASSED [0.0031s] [ 23%] 2025-09-07T07:28:26.7795600Z test_quantization.py::TestStaticQuantizedModule::test_elu <- test/quantization/core/test_quantized_module.py PASSED [0.0013s] [ 23%] 2025-09-07T07:28:26.7796710Z test_quantization.py::TestStaticQuantizedModule::test_embedding_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0053s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 23%] 2025-09-07T07:28:26.7798270Z test_quantization.py::TestStaticQuantizedModule::test_embedding_bag_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantization.py SKIPPED [0.0053s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 23%] 2025-09-07T07:28:26.7799400Z test_quantization.py::TestStaticQuantizedModule::test_group_norm <- test/quantization/core/test_quantized_module.py PASSED [0.0021s] [ 23%] 2025-09-07T07:28:26.7800100Z test_quantization.py::TestStaticQuantizedModule::test_hard_swish <- test/quantization/core/test_quantized_module.py PASSED [0.0014s] [ 23%] 2025-09-07T07:28:26.7801040Z test_quantization.py::TestStaticQuantizedModule::test_instance_norm <- test/quantization/core/test_quantized_module.py PASSED [0.0056s] [ 23%] 2025-09-07T07:28:26.7801770Z test_quantization.py::TestStaticQuantizedModule::test_layer_norm <- test/quantization/core/test_quantized_module.py PASSED [0.0019s] [ 24%] 2025-09-07T07:28:26.7802460Z test_quantization.py::TestStaticQuantizedModule::test_leaky_relu <- test/quantization/core/test_quantized_module.py PASSED [0.0017s] [ 24%] 2025-09-07T07:28:26.7803420Z test_quantization.py::TestStaticQuantizedModule::test_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 24%] 2025-09-07T07:28:26.7804490Z test_quantization.py::TestStaticQuantizedModule::test_linear_leaky_relu <- test/quantization/core/test_quantized_module.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 24%] 2025-09-07T07:28:26.7805640Z test_quantization.py::TestStaticQuantizedModule::test_linear_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 24%] 2025-09-07T07:28:26.7806780Z test_quantization.py::TestStaticQuantizedModule::test_linear_tanh <- test/quantization/core/test_quantized_module.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 24%] 2025-09-07T07:28:26.7807570Z test_quantization.py::TestStaticQuantizedModule::test_pool_api <- test/quantization/core/test_quantized_module.py PASSED [0.0096s] [ 24%] 2025-09-07T07:28:26.7808260Z test_quantization.py::TestStaticQuantizedModule::test_prelu <- test/quantization/core/test_quantized_module.py PASSED [0.0046s] [ 24%] 2025-09-07T07:28:26.7808970Z test_quantization.py::TestStaticQuantizedModule::test_quant_dequant_api <- test/quantization/core/test_quantized_module.py PASSED [0.0010s] [ 24%] 2025-09-07T07:28:26.7809740Z test_quantization.py::TestStaticQuantizedModule::test_relu <- test/quantization/core/test_quantized_module.py PASSED [0.0010s] [ 24%] 2025-09-07T07:28:26.7811120Z test_quantization.py::TestStaticQuantizedModule::test_sigmoid <- test/quantization/core/test_quantized_module.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157244 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 24%] 2025-09-07T07:28:26.7812620Z test_quantization.py::TestDynamicQuantizedModule::test_cell_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0025s] [ 24%] 2025-09-07T07:28:26.7813600Z test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv1d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 24%] 2025-09-07T07:28:26.7814580Z test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 25%] 2025-09-07T07:28:26.7815560Z test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv3d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 25%] 2025-09-07T07:28:26.7816570Z test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose1d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 25%] 2025-09-07T07:28:26.7817610Z test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 25%] 2025-09-07T07:28:26.7818760Z test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose3d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 25%] 2025-09-07T07:28:26.7819770Z test_quantization.py::TestDynamicQuantizedModule::test_gru_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 25%] 2025-09-07T07:28:26.7820720Z test_quantization.py::TestDynamicQuantizedModule::test_linear_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0169s] [ 25%] 2025-09-07T07:28:26.7821670Z test_quantization.py::TestDynamicQuantizedModule::test_lstm_api <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0024s] [ 25%] 2025-09-07T07:28:26.7822630Z test_quantization.py::TestReferenceQuantizedModule::test_linear_decomposed_weight_custom_qmin_qmax <- test/quantization/core/test_quantized_module.py PASSED [0.0067s] [ 25%] 2025-09-07T07:28:26.7823450Z test_quantization.py::TestReferenceQuantizedModule::test_rnn <- test/quantization/core/test_quantized_module.py PASSED [0.0040s] [ 25%] 2025-09-07T07:28:26.7824160Z test_quantization.py::TestReferenceQuantizedModule::test_rnn_cell <- test/quantization/core/test_quantized_module.py PASSED [0.0023s] [ 25%] 2025-09-07T07:28:26.7824860Z test_quantization.py::TestReferenceQuantizedModule::test_sparse <- test/quantization/core/test_quantized_module.py PASSED [0.0019s] [ 25%] 2025-09-07T07:28:26.7825590Z test_quantization.py::TestRecordHistogramObserver::test_observer_scriptable <- test/quantization/core/test_workflow_module.py PASSED [0.0072s] [ 25%] 2025-09-07T07:28:26.7826340Z test_quantization.py::TestRecordHistogramObserver::test_record_observer <- test/quantization/core/test_workflow_module.py PASSED [0.0009s] [ 26%] 2025-09-07T07:28:26.7827080Z test_quantization.py::TestHistogramObserver::test_histogram_observer <- test/quantization/core/test_workflow_module.py PASSED [6.6561s] [ 26%] 2025-09-07T07:28:26.7827890Z test_quantization.py::TestHistogramObserver::test_histogram_observer_against_reference <- test/quantization/core/test_workflow_module.py PASSED [1.5893s] [ 26%] 2025-09-07T07:28:26.7828680Z test_quantization.py::TestHistogramObserver::test_histogram_observer_correct_numel <- test/quantization/core/test_workflow_module.py PASSED [0.0019s] [ 26%] 2025-09-07T07:28:26.7829450Z test_quantization.py::TestHistogramObserver::test_histogram_observer_extreme_inputs <- test/quantization/core/test_workflow_module.py PASSED [0.0011s] [ 26%] 2025-09-07T07:28:26.7830220Z test_quantization.py::TestHistogramObserver::test_histogram_observer_one_sided <- test/quantization/core/test_workflow_module.py PASSED [0.0706s] [ 26%] 2025-09-07T07:28:26.7830980Z test_quantization.py::TestHistogramObserver::test_histogram_observer_same_inputs <- test/quantization/core/test_workflow_module.py PASSED [0.0846s] [ 26%] 2025-09-07T07:28:26.7831760Z test_quantization.py::TestHistogramObserver::test_histogram_observer_single_inputs <- test/quantization/core/test_workflow_module.py PASSED [0.0013s] [ 26%] 2025-09-07T07:28:26.7832580Z test_quantization.py::TestHistogramObserver::test_histogram_observer_update_within_range_succeeds <- test/quantization/core/test_workflow_module.py PASSED [0.0010s] [ 26%] 2025-09-07T07:28:26.7833360Z test_quantization.py::TestHistogramObserver::test_observer_scriptable <- test/quantization/core/test_workflow_module.py PASSED [0.3670s] [ 26%] 2025-09-07T07:28:26.7834260Z test_quantization.py::TestDistributed::test_device_affinity <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (multi-GPU not supported) [ 26%] 2025-09-07T07:28:26.7835150Z test_quantization.py::TestDistributed::test_fake_quant_preserves_buffers <- test/quantization/core/test_workflow_module.py PASSED [0.0015s] [ 26%] 2025-09-07T07:28:26.7836000Z test_quantization.py::TestDistributed::test_observers_preserve_buffers <- test/quantization/core/test_workflow_module.py PASSED [0.0031s] [ 26%] 2025-09-07T07:28:26.7836750Z test_quantization.py::TestDistributed::test_qat_convbn_fused_syncbn_replacement <- test/quantization/core/test_workflow_module.py PASSED [0.0008s] [ 26%] 2025-09-07T07:28:26.7837520Z test_quantization.py::TestDistributed::test_qat_data_parallel <- test/quantization/core/test_workflow_module.py SKIPPED [0.0001s] (multi-GPU not supported) [ 27%] 2025-09-07T07:28:26.7838270Z test_quantization.py::TestDistributed::test_syncbn_preserves_qconfig <- test/quantization/core/test_workflow_module.py PASSED [0.0010s] [ 27%] 2025-09-07T07:28:26.7839020Z test_quantization.py::TestFusedObsFakeQuantModule::test_compare_fused_obs_fq_oss_module <- test/quantization/core/test_workflow_module.py PASSED [0.0043s] [ 27%] 2025-09-07T07:28:26.7839810Z test_quantization.py::TestFusedObsFakeQuantModule::test_default_fused_qat_config <- test/quantization/core/test_workflow_module.py PASSED [0.0067s] [ 27%] 2025-09-07T07:28:26.7840650Z test_quantization.py::TestFusedObsFakeQuantModule::test_embedding_bag_qat_config <- test/quantization/core/test_workflow_module.py PASSED [0.0131s] [ 27%] 2025-09-07T07:28:26.7841480Z test_quantization.py::TestFusedObsFakeQuantModule::test_embedding_qat_config <- test/quantization/core/test_workflow_module.py PASSED [0.0008s] [ 27%] 2025-09-07T07:28:26.7842230Z test_quantization.py::TestFusedObsFakeQuantModule::test_fused_mod_per_channel <- test/quantization/core/test_workflow_module.py PASSED [0.0141s] [ 27%] 2025-09-07T07:28:26.7842990Z test_quantization.py::TestFusedObsFakeQuantModule::test_fused_mod_reduce_range <- test/quantization/core/test_workflow_module.py PASSED [0.0010s] [ 27%] 2025-09-07T07:28:26.7843740Z test_quantization.py::TestFusedObsFakeQuantModule::test_fused_obs_fq_module <- test/quantization/core/test_workflow_module.py PASSED [0.0022s] [ 27%] 2025-09-07T07:28:26.7844520Z test_quantization.py::TestFusedObsFakeQuantModule::test_fused_obs_fq_moving_avg_module <- test/quantization/core/test_workflow_module.py PASSED [0.0031s] [ 27%] 2025-09-07T07:28:26.7845350Z test_quantization.py::TestBackendConfig::test_backend_config_from_dict <- test/quantization/core/test_backend_config.py PASSED [0.0021s] [ 27%] 2025-09-07T07:28:26.7846100Z test_quantization.py::TestBackendConfig::test_backend_config_set_backend_pattern_config <- test/quantization/core/test_backend_config.py PASSED [0.0011s] [ 27%] 2025-09-07T07:28:26.7846840Z test_quantization.py::TestBackendConfig::test_backend_config_set_name <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 27%] 2025-09-07T07:28:26.7847540Z test_quantization.py::TestBackendConfig::test_backend_config_to_dict <- test/quantization/core/test_backend_config.py PASSED [0.0014s] [ 28%] 2025-09-07T07:28:26.7848270Z test_quantization.py::TestBackendConfig::test_backend_op_config_add_dtype_config <- test/quantization/core/test_backend_config.py PASSED [0.0011s] [ 28%] 2025-09-07T07:28:26.7849010Z test_quantization.py::TestBackendConfig::test_backend_op_config_from_dict <- test/quantization/core/test_backend_config.py PASSED [0.0014s] [ 28%] 2025-09-07T07:28:26.7849770Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_extra_inputs_getter <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 28%] 2025-09-07T07:28:26.7850530Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_fused_module <- test/quantization/core/test_backend_config.py PASSED [0.0007s] [ 28%] 2025-09-07T07:28:26.7851300Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_fuser_method <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 28%] 2025-09-07T07:28:26.7852060Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_input_type_to_index <- test/quantization/core/test_backend_config.py PASSED [0.0009s] [ 28%] 2025-09-07T07:28:26.7853000Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_num_tensor_args_to_observation_type <- test/quantization/core/test_backend_config.py PASSED [0.0009s] [ 28%] 2025-09-07T07:28:26.7853840Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_observation_type <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 28%] 2025-09-07T07:28:26.7854600Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_qat_module <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 28%] 2025-09-07T07:28:26.7855380Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_reference_quantized_module <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 28%] 2025-09-07T07:28:26.7856170Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_root_module <- test/quantization/core/test_backend_config.py PASSED [0.0009s] [ 28%] 2025-09-07T07:28:26.7856920Z test_quantization.py::TestBackendConfig::test_backend_op_config_set_root_node_getter <- test/quantization/core/test_backend_config.py PASSED [0.0008s] [ 28%] 2025-09-07T07:28:26.7857710Z test_quantization.py::TestBackendConfig::test_backend_op_config_to_dict <- test/quantization/core/test_backend_config.py PASSED [0.0014s] [ 28%] 2025-09-07T07:28:26.7858470Z test_quantization.py::TestBackendConfig::test_dtype_config_from_dict <- test/quantization/core/test_backend_config.py PASSED [0.0010s] [ 29%] 2025-09-07T07:28:26.7859150Z test_quantization.py::TestBackendConfig::test_dtype_config_to_dict <- test/quantization/core/test_backend_config.py PASSED [0.0010s] [ 29%] 2025-09-07T07:28:26.7859840Z test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_complex_args <- test/quantization/core/test_utils.py PASSED [0.0013s] [ 29%] 2025-09-07T07:28:26.7860510Z test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_default_kwargs <- test/quantization/core/test_utils.py PASSED [0.0012s] [ 29%] 2025-09-07T07:28:26.7861160Z test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_simple <- test/quantization/core/test_utils.py PASSED [0.0012s] [ 29%] 2025-09-07T07:28:26.7861900Z test_quantization.py::TestUtils::test_quantize_weight_clamping_per_channel <- test/quantization/core/test_utils.py PASSED [0.0011s] [ 29%] 2025-09-07T07:28:26.7862580Z test_quantization.py::TestUtils::test_quantize_weight_clamping_per_tensor <- test/quantization/core/test_utils.py PASSED [0.0009s] [ 29%] 2025-09-07T07:28:26.7863200Z test_quantization.py::TestUtils::test_uint4_int4_dtype <- test/quantization/core/test_utils.py PASSED [0.0008s] [ 29%] 2025-09-07T07:28:26.7864170Z test_quantization.py::TestQuantizeEagerPTQStatic::test_activations <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 29%] 2025-09-07T07:28:26.7865250Z test_quantization.py::TestQuantizeEagerPTQStatic::test_activations_in_non_leaf_module_list <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0018s] [ 29%] 2025-09-07T07:28:26.7866390Z test_quantization.py::TestQuantizeEagerPTQStatic::test_convtranspose_per_channel_fails_early <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 29%] 2025-09-07T07:28:26.7867810Z test_quantization.py::TestQuantizeEagerPTQStatic::test_convtranspose_per_channel_qconfig_none <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 29%] 2025-09-07T07:28:26.7869180Z test_quantization.py::TestQuantizeEagerPTQStatic::test_custom_module_class <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 29%] 2025-09-07T07:28:26.7870640Z test_quantization.py::TestQuantizeEagerPTQStatic::test_dequant_stub <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7871860Z test_quantization.py::TestQuantizeEagerPTQStatic::test_forward_hooks_preserved <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 30%] 2025-09-07T07:28:26.7873010Z test_quantization.py::TestQuantizeEagerPTQStatic::test_manual <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7874340Z test_quantization.py::TestQuantizeEagerPTQStatic::test_mha_batch_first_attr_is_copied_in_prepare <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7875500Z test_quantization.py::TestQuantizeEagerPTQStatic::test_nested1 <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0008s] [ 30%] 2025-09-07T07:28:26.7876570Z test_quantization.py::TestQuantizeEagerPTQStatic::test_nested2 <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7877550Z test_quantization.py::TestQuantizeEagerPTQStatic::test_nested3 <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 30%] 2025-09-07T07:28:26.7878550Z test_quantization.py::TestQuantizeEagerPTQStatic::test_normalization <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7879880Z test_quantization.py::TestQuantizeEagerPTQStatic::test_quantized_embedding <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7881040Z test_quantization.py::TestQuantizeEagerPTQStatic::test_quantized_embedding_bag <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0433s] [ 30%] 2025-09-07T07:28:26.7882160Z test_quantization.py::TestQuantizeEagerPTQStatic::test_quantwrapper_attaches_qconfig_to_dequant <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 30%] 2025-09-07T07:28:26.7883230Z test_quantization.py::TestQuantizeEagerPTQStatic::test_resnet_base <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 30%] 2025-09-07T07:28:26.7883980Z test_quantization.py::TestQuantizeEagerPTQStatic::test_save_load_state_dict <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 30%] 2025-09-07T07:28:26.7884730Z test_quantization.py::TestQuantizeEagerPTQStatic::test_single_layer <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0009s] [ 31%] 2025-09-07T07:28:26.7885460Z test_quantization.py::TestQuantizeEagerPTQStatic::test_skip_quant <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0008s] [ 31%] 2025-09-07T07:28:26.7886470Z test_quantization.py::TestQuantizeEagerPTQStatic::test_two_layers <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7887780Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_embedding_bag_dynamic <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7889290Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_embedding_ops_dynamic <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7890660Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_forward_hooks_preserved <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7891990Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_linear_relu_fusion <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7893330Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested1 <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7894650Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested2 <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0003s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7895910Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested3 <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7897220Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_per_channel_linear_quantize <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7898610Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_quantized_rnn <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7899910Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_quantized_rnn_cell <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7901210Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_single_layer <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 31%] 2025-09-07T07:28:26.7902500Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_two_layers <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 32%] 2025-09-07T07:28:26.7903800Z test_quantization.py::TestQuantizeEagerPTQDynamic::test_type_match_rule <- test/quantization/eager/test_quantize_eager_ptq.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 32%] 2025-09-07T07:28:26.7904790Z test_quantization.py::TestQuantizeEagerOps::test_conv_1d <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0010s] [ 32%] 2025-09-07T07:28:26.7905460Z test_quantization.py::TestQuantizeEagerOps::test_conv_2d <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 32%] 2025-09-07T07:28:26.7906130Z test_quantization.py::TestQuantizeEagerOps::test_conv_3d <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 32%] 2025-09-07T07:28:26.7906990Z test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_1d <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0008s] [ 32%] 2025-09-07T07:28:26.7907740Z test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_2d <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 32%] 2025-09-07T07:28:26.7908460Z test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_3d <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0007s] [ 32%] 2025-09-07T07:28:26.7909170Z test_quantization.py::TestQuantizeEagerOps::test_functional_module <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.2886s] [ 32%] 2025-09-07T07:28:26.7910040Z test_quantization.py::TestQuantizeEagerOps::test_int16_reference_module <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 32%] 2025-09-07T07:28:26.7910880Z test_quantization.py::TestQuantizeEagerOps::test_leaky_relu <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0021s] [ 32%] 2025-09-07T07:28:26.7911770Z test_quantization.py::TestQuantizeEagerOps::test_linear <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0008s] [ 32%] 2025-09-07T07:28:26.7912580Z test_quantization.py::TestQuantizeEagerOps::test_relu <- test/quantization/eager/test_quantize_eager_ptq.py PASSED [0.0018s] [ 32%] 2025-09-07T07:28:26.7913290Z test_quantization.py::TestQuantizeEagerQAT::test_add_scalar_uses_input_qparams <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0044s] [ 33%] 2025-09-07T07:28:26.7914020Z test_quantization.py::TestQuantizeEagerQAT::test_conv_linear <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0008s] [ 33%] 2025-09-07T07:28:26.7914720Z test_quantization.py::TestQuantizeEagerQAT::test_conv_linear_symm <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7915470Z test_quantization.py::TestQuantizeEagerQAT::test_defused_embedding_bag_linear <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7916300Z test_quantization.py::TestQuantizeEagerQAT::test_dropout <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7917000Z test_quantization.py::TestQuantizeEagerQAT::test_dynamic_qat_linear <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7917720Z test_quantization.py::TestQuantizeEagerQAT::test_embedding_bag_linear <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7918470Z test_quantization.py::TestQuantizeEagerQAT::test_embedding_qat_qconfig_equal <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0031s] [ 33%] 2025-09-07T07:28:26.7919200Z test_quantization.py::TestQuantizeEagerQAT::test_eval_only_fake_quant <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0008s] [ 33%] 2025-09-07T07:28:26.7920080Z test_quantization.py::TestQuantizeEagerQAT::test_forward_hooks_preserved <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7920920Z test_quantization.py::TestQuantizeEagerQAT::test_manual <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 33%] 2025-09-07T07:28:26.7921640Z test_quantization.py::TestQuantizeEagerQAT::test_mul_scalar_uses_input_qparams <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0026s] [ 33%] 2025-09-07T07:28:26.7922520Z test_quantization.py::TestQuantizeEagerQAT::test_qat_embedding_bag_errors <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 33%] 2025-09-07T07:28:26.7923380Z test_quantization.py::TestQuantizeEagerQAT::test_train_save_load_eval <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0007s] [ 34%] 2025-09-07T07:28:26.7924140Z test_quantization.py::TestQuantizeEagerQATNumerics::test_conv_bn_folded_vs_unfolded <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.3636s] [ 34%] 2025-09-07T07:28:26.7925060Z test_quantization.py::TestQuantizeEagerQATNumerics::test_conv_bn_relu <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.1638s] [ 34%] 2025-09-07T07:28:26.7925850Z test_quantization.py::TestQuantizeEagerQATNumerics::test_fixed_qparam_ops <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0062s] [ 34%] 2025-09-07T07:28:26.7926590Z test_quantization.py::TestQuantizeEagerQATNumerics::test_leaky_relu <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0032s] [ 34%] 2025-09-07T07:28:26.7927470Z test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_numerics <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 34%] 2025-09-07T07:28:26.7928510Z test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_symm_numerics <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 34%] 2025-09-07T07:28:26.7929610Z test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_workflow <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 34%] 2025-09-07T07:28:26.7930730Z test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_precomputed_fake_quant <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 34%] 2025-09-07T07:28:26.7931620Z test_quantization.py::TestQuantizeEagerQATNumerics::test_relu <- test/quantization/eager/test_quantize_eager_qat.py PASSED [0.0013s] [ 34%] 2025-09-07T07:28:26.7932590Z test_quantization.py::TestFuseEager::test_forward_hooks_preserved <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 34%] 2025-09-07T07:28:26.7933830Z test_quantization.py::TestFuseEager::test_fuse_function_customization <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 34%] 2025-09-07T07:28:26.7935130Z test_quantization.py::TestFuseEager::test_fuse_module_eval <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 34%] 2025-09-07T07:28:26.7936310Z test_quantization.py::TestFuseEager::test_fuse_module_train <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 34%] 2025-09-07T07:28:26.7937520Z test_quantization.py::TestFuseEager::test_fuse_modules_with_nested_hooks <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 35%] 2025-09-07T07:28:26.7938740Z test_quantization.py::TestFuseEager::test_fusion_conv_with_bias <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 35%] 2025-09-07T07:28:26.7939970Z test_quantization.py::TestFuseEager::test_fusion_convtranspose_bn_eval <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 35%] 2025-09-07T07:28:26.7941180Z test_quantization.py::TestFuseEager::test_fusion_linear_bn_eval <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 35%] 2025-09-07T07:28:26.7942530Z test_quantization.py::TestFuseEager::test_fusion_sequential_model_eval <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 35%] 2025-09-07T07:28:26.7943800Z test_quantization.py::TestFuseEager::test_fusion_sequential_model_train <- test/quantization/eager/test_fuse_eager.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 35%] 2025-09-07T07:28:26.7944800Z test_quantization.py::TestModelNumericsEager::test_fake_quant_true_quant_compare <- test/quantization/eager/test_model_numerics.py PASSED [0.0008s] [ 35%] 2025-09-07T07:28:26.7945580Z test_quantization.py::TestModelNumericsEager::test_float_quant_compare_per_channel <- test/quantization/eager/test_model_numerics.py PASSED [0.0158s] [ 35%] 2025-09-07T07:28:26.7946350Z test_quantization.py::TestModelNumericsEager::test_float_quant_compare_per_tensor <- test/quantization/eager/test_model_numerics.py PASSED [0.0009s] [ 35%] 2025-09-07T07:28:26.7947210Z test_quantization.py::TestModelNumericsEager::test_weight_only_activation_only_fakequant <- test/quantization/eager/test_model_numerics.py PASSED [0.0007s] [ 35%] 2025-09-07T07:28:26.7948220Z test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_conv_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 35%] 2025-09-07T07:28:26.7949290Z test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_functional_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 35%] 2025-09-07T07:28:26.7950360Z test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_linear_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 35%] 2025-09-07T07:28:26.7951430Z test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_linear_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7952550Z test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_lstm_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7953590Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_conv_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7954630Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_functional_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7955680Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_linear_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7956720Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_linear_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7957750Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_lstm_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7958760Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_partial <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7959790Z test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_submodule_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7960940Z test_quantization.py::TestNumericSuiteEager::test_compare_weights_conv_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7961980Z test_quantization.py::TestNumericSuiteEager::test_compare_weights_linear_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7963010Z test_quantization.py::TestNumericSuiteEager::test_compare_weights_linear_static <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7964030Z test_quantization.py::TestNumericSuiteEager::test_compare_weights_lstm_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 36%] 2025-09-07T07:28:26.7964980Z test_quantization.py::TestNumericSuiteEager::test_mobilenet_v2 <- test/quantization/eager/test_numeric_suite_eager.py SKIPPED [0.0001s] (no torchvision) [ 36%] 2025-09-07T07:28:26.7965830Z test_quantization.py::TestNumericSuiteEager::test_mobilenet_v3 <- test/quantization/eager/test_numeric_suite_eager.py SKIPPED [0.0001s] (no torchvision) [ 37%] 2025-09-07T07:28:26.7966710Z test_quantization.py::TestNumericSuiteEager::test_output_logger <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 37%] 2025-09-07T07:28:26.7967660Z test_quantization.py::TestNumericSuiteEager::test_shadow_logger <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 37%] 2025-09-07T07:28:26.7968470Z test_quantization.py::TestEqualizeEager::test_converged <- test/quantization/eager/test_equalize_eager.py PASSED [0.0009s] [ 37%] 2025-09-07T07:28:26.7969160Z test_quantization.py::TestEqualizeEager::test_cross_layer_equalization <- test/quantization/eager/test_equalize_eager.py PASSED [0.0014s] [ 37%] 2025-09-07T07:28:26.7969920Z test_quantization.py::TestEqualizeEager::test_equalize <- test/quantization/eager/test_equalize_eager.py PASSED [0.0065s] [ 37%] 2025-09-07T07:28:26.7970600Z test_quantization.py::TestEqualizeEager::test_equalize_fused_convrelu <- test/quantization/eager/test_equalize_eager.py PASSED [0.0143s] [ 37%] 2025-09-07T07:28:26.7971320Z test_quantization.py::TestEqualizeEager::test_equalize_fused_linearrelu <- test/quantization/eager/test_equalize_eager.py PASSED [0.0105s] [ 37%] 2025-09-07T07:28:26.7972320Z test_quantization.py::TestBiasCorrectionEager::test_conv_chain <- test/quantization/eager/test_bias_correction_eager.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 37%] 2025-09-07T07:28:26.7973630Z test_quantization.py::TestBiasCorrectionEager::test_linear_chain <- test/quantization/eager/test_bias_correction_eager.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 37%] 2025-09-07T07:28:26.7974820Z test_quantization.py::TestFuseFx::test_fuse_addtional_fuser_method <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Temporarily skipping the test case, will enable after the simplepattern format is supported) [ 37%] 2025-09-07T07:28:26.7975710Z test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_by_default <- test/quantization/fx/test_quantize_fx.py PASSED [0.0637s] [ 37%] 2025-09-07T07:28:26.7976460Z test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_lowering <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 37%] 2025-09-07T07:28:26.7977200Z test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_onednn <- test/quantization/fx/test_quantize_fx.py PASSED [0.0625s] [ 38%] 2025-09-07T07:28:26.7977980Z test_quantization.py::TestFuseFx::test_fuse_conv_bn_relu <- test/quantization/fx/test_quantize_fx.py PASSED [0.0232s] [ 38%] 2025-09-07T07:28:26.7978640Z test_quantization.py::TestFuseFx::test_fuse_convtranspose_bn_eval <- test/quantization/fx/test_quantize_fx.py PASSED [0.0035s] [ 38%] 2025-09-07T07:28:26.7979280Z test_quantization.py::TestFuseFx::test_fuse_custom_pattern <- test/quantization/fx/test_quantize_fx.py PASSED [0.0037s] [ 38%] 2025-09-07T07:28:26.7979890Z test_quantization.py::TestFuseFx::test_fuse_linear_bn_eval <- test/quantization/fx/test_quantize_fx.py PASSED [0.0027s] [ 38%] 2025-09-07T07:28:26.7980630Z test_quantization.py::TestFuseFx::test_fuse_linear_bn_leaky_relu_onednn <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0008s] (Quantized operations require ONEDNN.) [ 38%] 2025-09-07T07:28:26.7981490Z test_quantization.py::TestFuseFx::test_fuse_linear_tanh_for_onednn_backend <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0007s] (Quantized operations require ONEDNN.) [ 38%] 2025-09-07T07:28:26.7982320Z test_quantization.py::TestFuseFx::test_fuse_module_relu <- test/quantization/fx/test_quantize_fx.py PASSED [0.0042s] [ 38%] 2025-09-07T07:28:26.7983050Z test_quantization.py::TestFuseFx::test_fusion_pattern_with_matchallnode <- test/quantization/fx/test_quantize_fx.py PASSED [0.0024s] [ 38%] 2025-09-07T07:28:26.7983730Z test_quantization.py::TestFuseFx::test_fusion_pattern_with_multiple_inputs <- test/quantization/fx/test_quantize_fx.py PASSED [0.0023s] [ 38%] 2025-09-07T07:28:26.7984430Z test_quantization.py::TestFuseFx::test_linear_bn_leaky_relu_not_fused_by_default <- test/quantization/fx/test_quantize_fx.py PASSED [0.0044s] [ 38%] 2025-09-07T07:28:26.7985120Z test_quantization.py::TestFuseFx::test_linear_tanh_not_fused_by_default <- test/quantization/fx/test_quantize_fx.py PASSED [0.0025s] [ 38%] 2025-09-07T07:28:26.7985780Z test_quantization.py::TestFuseFx::test_problematic_fuse_example <- test/quantization/fx/test_quantize_fx.py PASSED [0.0081s] [ 38%] 2025-09-07T07:28:26.7986700Z test_quantization.py::TestFuseFx::test_qconfig_fused_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7988100Z test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7989400Z test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx_dynamic_quant <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7990730Z test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx_per_channel_quant <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7992030Z test_quantization.py::TestQuantizeFx::test_assert_on_size_after_quant_layer <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7993390Z test_quantization.py::TestQuantizeFx::test_attention <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7994760Z test_quantization.py::TestQuantizeFx::test_backend_config_check_for_weight_and_bias <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7996190Z test_quantization.py::TestQuantizeFx::test_backend_config_quantization_range <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7997460Z test_quantization.py::TestQuantizeFx::test_backend_config_scale_min <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0003s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.7998720Z test_quantization.py::TestQuantizeFx::test_change_backend_config_for_fixed_qparam_ops <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.8000050Z test_quantization.py::TestQuantizeFx::test_channel_shuffle_lowering <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.8001300Z test_quantization.py::TestQuantizeFx::test_conv_bn_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.8002490Z test_quantization.py::TestQuantizeFx::test_conv_linear_not_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.8003690Z test_quantization.py::TestQuantizeFx::test_conv_linear_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 39%] 2025-09-07T07:28:26.8004960Z test_quantization.py::TestQuantizeFx::test_conv_lowering <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8006150Z test_quantization.py::TestQuantizeFx::test_conv_transpose_not_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8007380Z test_quantization.py::TestQuantizeFx::test_conv_transpose_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8008620Z test_quantization.py::TestQuantizeFx::test_conv_transpose_relu_not_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8009880Z test_quantization.py::TestQuantizeFx::test_conv_transpose_relu_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8011110Z test_quantization.py::TestQuantizeFx::test_convert_custom_config_from_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8012400Z test_quantization.py::TestQuantizeFx::test_convert_custom_config_set_observed_to_quantized_mapping <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8013870Z test_quantization.py::TestQuantizeFx::test_convert_custom_config_set_preserved_attributes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8015170Z test_quantization.py::TestQuantizeFx::test_convert_custom_config_to_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8016390Z test_quantization.py::TestQuantizeFx::test_convert_qconfig_mapping <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8017710Z test_quantization.py::TestQuantizeFx::test_convtranspose_per_channel_fails_early <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8019050Z test_quantization.py::TestQuantizeFx::test_copy_node_has_shared_actpp_instance <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8020270Z test_quantization.py::TestQuantizeFx::test_custom_module_class <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 40%] 2025-09-07T07:28:26.8021510Z test_quantization.py::TestQuantizeFx::test_custom_module_class_input_has_duplicate_nodes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8022830Z test_quantization.py::TestQuantizeFx::test_custom_module_class_input_has_multiple_users <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8024200Z test_quantization.py::TestQuantizeFx::test_deepcopy_preserve_attributes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8025460Z test_quantization.py::TestQuantizeFx::test_default_qconfig_mapping_override_global <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8026730Z test_quantization.py::TestQuantizeFx::test_default_quant_after_none_qconfig <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8027930Z test_quantization.py::TestQuantizeFx::test_dequantize <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8029070Z test_quantization.py::TestQuantizeFx::test_dict_output <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8030270Z test_quantization.py::TestQuantizeFx::test_dynamic_linear_input_multiple_use <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8031590Z test_quantization.py::TestQuantizeFx::test_dynamic_quant_fp16 <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8032820Z test_quantization.py::TestQuantizeFx::test_dynamic_quant_weight_observer <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8034020Z test_quantization.py::TestQuantizeFx::test_dynamic_with_fusion <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8035230Z test_quantization.py::TestQuantizeFx::test_dynamic_with_fusion_multiple_uses <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8036500Z test_quantization.py::TestQuantizeFx::test_fold_quant_dequant <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 41%] 2025-09-07T07:28:26.8037750Z test_quantization.py::TestQuantizeFx::test_fp32_input_fp32_output <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8038960Z test_quantization.py::TestQuantizeFx::test_fp32_input_quantized_output <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8040140Z test_quantization.py::TestQuantizeFx::test_fp32_sum <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8041370Z test_quantization.py::TestQuantizeFx::test_fuse_custom_config_from_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8048110Z test_quantization.py::TestQuantizeFx::test_fuse_custom_config_set_preserved_attributes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8049460Z test_quantization.py::TestQuantizeFx::test_fuse_custom_config_to_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8050670Z test_quantization.py::TestQuantizeFx::test_fused_module_qat_swap <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8051880Z test_quantization.py::TestQuantizeFx::test_fusion_pattern_unquantized <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8053120Z test_quantization.py::TestQuantizeFx::test_get_default_qconfig_valid_backend <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8054580Z test_quantization.py::TestQuantizeFx::test_get_executorch_backend_config <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8055820Z test_quantization.py::TestQuantizeFx::test_getattr_with_nontensor_result <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8057040Z test_quantization.py::TestQuantizeFx::test_keep_original_weights <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8058200Z test_quantization.py::TestQuantizeFx::test_linear_bn <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8059450Z test_quantization.py::TestQuantizeFx::test_linear_leaky_relu_lowering <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 42%] 2025-09-07T07:28:26.8060750Z test_quantization.py::TestQuantizeFx::test_linear_qint8_activation <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8062090Z test_quantization.py::TestQuantizeFx::test_linear_shape_view <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8063570Z test_quantization.py::TestQuantizeFx::test_linear_size_view <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8064990Z test_quantization.py::TestQuantizeFx::test_linear_tanh_lowering <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8066260Z test_quantization.py::TestQuantizeFx::test_lowering_functional_conv_transpose_with_kwargs <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8067550Z test_quantization.py::TestQuantizeFx::test_lowering_functional_conv_with_kwargs <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8068830Z test_quantization.py::TestQuantizeFx::test_lowering_functional_linear_with_kwargs <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8070100Z test_quantization.py::TestQuantizeFx::test_masked_fill_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8071350Z test_quantization.py::TestQuantizeFx::test_match_pattern_with_multiple_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8072670Z test_quantization.py::TestQuantizeFx::test_mixed_dtypes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8073850Z test_quantization.py::TestQuantizeFx::test_mul_add_fp16_config <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8075080Z test_quantization.py::TestQuantizeFx::test_no_obs_between_unmatched_node_and_copy_node <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8076310Z test_quantization.py::TestQuantizeFx::test_non_traceable_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 43%] 2025-09-07T07:28:26.8077530Z test_quantization.py::TestQuantizeFx::test_not_used <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8078710Z test_quantization.py::TestQuantizeFx::test_observer_fqn <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8079870Z test_quantization.py::TestQuantizeFx::test_output_lists_and_dicts <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8081070Z test_quantization.py::TestQuantizeFx::test_packed_weight_fused_op <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8082310Z test_quantization.py::TestQuantizeFx::test_pattern_match <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8083490Z test_quantization.py::TestQuantizeFx::test_pattern_match_constant <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8084720Z test_quantization.py::TestQuantizeFx::test_permute_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8085970Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_from_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8087260Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_float_to_observed_mapping <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8088630Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_input_quantized_indexes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8089970Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_non_traceable_module_classes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8091440Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_non_traceable_module_names <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8092800Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_output_quantized_indexes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8094120Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_preserved_attributes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 44%] 2025-09-07T07:28:26.8095500Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_standalone_module_class <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8096880Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_standalone_module_name <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8098140Z test_quantization.py::TestQuantizeFx::test_prepare_custom_config_to_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8099330Z test_quantization.py::TestQuantizeFx::test_prepare_mode <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8100590Z test_quantization.py::TestQuantizeFx::test_prepared_model_deepcopy <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8101790Z test_quantization.py::TestQuantizeFx::test_preserve_attributes <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8102960Z test_quantization.py::TestQuantizeFx::test_preserve_qconfig <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8104130Z test_quantization.py::TestQuantizeFx::test_preserve_tuple <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8105360Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8106680Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_split_tuple_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8108000Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_tuple_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8109400Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_list_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8110720Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_split_list_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 45%] 2025-09-07T07:28:26.8112030Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_split_tuple_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8113370Z test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_tuple_args <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8114650Z test_quantization.py::TestQuantizeFx::test_qat_and_script <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0003s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8115990Z test_quantization.py::TestQuantizeFx::test_qat_prepare_device_affinity <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8117350Z test_quantization.py::TestQuantizeFx::test_qat_skip_untraced <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8118570Z test_quantization.py::TestQuantizeFx::test_qconfig_dict_setup <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8119940Z test_quantization.py::TestQuantizeFx::test_qconfig_dict_with_fused_modules <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8121310Z test_quantization.py::TestQuantizeFx::test_qconfig_for_call_func <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8122500Z test_quantization.py::TestQuantizeFx::test_qconfig_for_call_method <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8123690Z test_quantization.py::TestQuantizeFx::test_qconfig_function <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8124880Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_from_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8126230Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_repr <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8127460Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_global <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 46%] 2025-09-07T07:28:26.8128690Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_module_name <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8129970Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_module_name_object_type_order <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8131340Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_module_name_regex <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8132660Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_object_type <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8133880Z test_quantization.py::TestQuantizeFx::test_qconfig_mapping_to_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8135110Z test_quantization.py::TestQuantizeFx::test_qconfig_module_name_object_type_order <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8136450Z test_quantization.py::TestQuantizeFx::test_qconfig_module_name_regex <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8137660Z test_quantization.py::TestQuantizeFx::test_qconfig_module_type <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8138830Z test_quantization.py::TestQuantizeFx::test_qconfig_none <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8140000Z test_quantization.py::TestQuantizeFx::test_qconfig_precedence <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8141220Z test_quantization.py::TestQuantizeFx::test_qconfig_qat_module_type <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8142420Z test_quantization.py::TestQuantizeFx::test_qnnpack_backend_config <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8143600Z test_quantization.py::TestQuantizeFx::test_qparams_buffers <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8144900Z test_quantization.py::TestQuantizeFx::test_qparams_fqn <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 47%] 2025-09-07T07:28:26.8146140Z test_quantization.py::TestQuantizeFx::test_quant_output_always_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8147360Z test_quantization.py::TestQuantizeFx::test_quantized_input_fp32_output <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8148670Z test_quantization.py::TestQuantizeFx::test_quantized_input_quantized_output <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8149960Z test_quantization.py::TestQuantizeFx::test_quantized_model_type <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8151150Z test_quantization.py::TestQuantizeFx::test_ref_conv_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8152310Z test_quantization.py::TestQuantizeFx::test_ref_linear_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8153500Z test_quantization.py::TestQuantizeFx::test_register_patterns <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8154770Z test_quantization.py::TestQuantizeFx::test_relu_lowering <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8155930Z test_quantization.py::TestQuantizeFx::test_remove_qconfig <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8157140Z test_quantization.py::TestQuantizeFx::test_repeat_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8158410Z test_quantization.py::TestQuantizeFx::test_reroute_tuple_getitem_patterns <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8159660Z test_quantization.py::TestQuantizeFx::test_reshape_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8160870Z test_quantization.py::TestQuantizeFx::test_return_none <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 48%] 2025-09-07T07:28:26.8162160Z test_quantization.py::TestQuantizeFx::test_reuse_input_qconfig <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8163400Z test_quantization.py::TestQuantizeFx::test_save_observer_state_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8164580Z test_quantization.py::TestQuantizeFx::test_sequential <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8165770Z test_quantization.py::TestQuantizeFx::test_shape_followed_by_quantized_op <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8167080Z test_quantization.py::TestQuantizeFx::test_size_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8168410Z test_quantization.py::TestQuantizeFx::test_stack_trace_preserved_linear <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8169650Z test_quantization.py::TestQuantizeFx::test_standalone_module_float_interface <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8170930Z test_quantization.py::TestQuantizeFx::test_standalone_module_quantized_interface <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8172220Z test_quantization.py::TestQuantizeFx::test_state_dict <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8173360Z test_quantization.py::TestQuantizeFx::test_static_lstm <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8174540Z test_quantization.py::TestQuantizeFx::test_static_lstm_consume_tuple <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8175780Z test_quantization.py::TestQuantizeFx::test_static_lstm_with_custom_fixed_qparams <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8176990Z test_quantization.py::TestQuantizeFx::test_sub_scalar <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 49%] 2025-09-07T07:28:26.8178190Z test_quantization.py::TestQuantizeFx::test_symmetric_qnnpack_qat_qconfig_mapping <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8179460Z test_quantization.py::TestQuantizeFx::test_symmetric_qnnpack_qconfig_mapping <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8180870Z test_quantization.py::TestQuantizeFx::test_torch_transpose_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8182190Z test_quantization.py::TestQuantizeFx::test_torch_unsqueeze_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8183450Z test_quantization.py::TestQuantizeFx::test_trace_quantize_per_tensor <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8184750Z test_quantization.py::TestQuantizeFx::test_transpose_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8186070Z test_quantization.py::TestQuantizeFx::test_unsqueeze__nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8187340Z test_quantization.py::TestQuantizeFx::test_unsqueeze_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8188670Z test_quantization.py::TestQuantizeFx::test_view_nontensor_args_not_observed <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8189940Z test_quantization.py::TestQuantizeFxOps::test_add <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8191080Z test_quantization.py::TestQuantizeFxOps::test_add_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8192270Z test_quantization.py::TestQuantizeFxOps::test_add_relu_multiple_uses_of_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8193500Z test_quantization.py::TestQuantizeFxOps::test_ave_pool_with_custom_cfg <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8194680Z test_quantization.py::TestQuantizeFxOps::test_bmm <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0002s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 50%] 2025-09-07T07:28:26.8195840Z test_quantization.py::TestQuantizeFxOps::test_bmm_int_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8197030Z test_quantization.py::TestQuantizeFxOps::test_boolean_tensor <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8198340Z test_quantization.py::TestQuantizeFxOps::test_cat <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8199520Z test_quantization.py::TestQuantizeFxOps::test_chunk <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8200650Z test_quantization.py::TestQuantizeFxOps::test_clamp <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8201800Z test_quantization.py::TestQuantizeFxOps::test_conv_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8203170Z test_quantization.py::TestQuantizeFxOps::test_conv_transpose_1d <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8204490Z test_quantization.py::TestQuantizeFxOps::test_conv_transpose_2d <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8205690Z test_quantization.py::TestQuantizeFxOps::test_copy_node_fp32_input <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8206850Z test_quantization.py::TestQuantizeFxOps::test_div <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8208050Z test_quantization.py::TestQuantizeFxOps::test_elu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8209200Z test_quantization.py::TestQuantizeFxOps::test_embedding <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8210360Z test_quantization.py::TestQuantizeFxOps::test_embedding_bag <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 51%] 2025-09-07T07:28:26.8211540Z test_quantization.py::TestQuantizeFxOps::test_fixed_qparams_ops <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8212750Z test_quantization.py::TestQuantizeFxOps::test_fixed_qparams_ops_fp16 <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8213960Z test_quantization.py::TestQuantizeFxOps::test_fixed_qparams_ops_qint8 <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8215190Z test_quantization.py::TestQuantizeFxOps::test_fixed_qparams_ops_wrong_qconfig <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8216550Z test_quantization.py::TestQuantizeFxOps::test_float_functional <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8217790Z test_quantization.py::TestQuantizeFxOps::test_functional_conv <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8218990Z test_quantization.py::TestQuantizeFxOps::test_functional_linear <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8220170Z test_quantization.py::TestQuantizeFxOps::test_gelu_normal <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8221410Z test_quantization.py::TestQuantizeFxOps::test_gelu_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8222650Z test_quantization.py::TestQuantizeFxOps::test_general_shape_ops <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8223840Z test_quantization.py::TestQuantizeFxOps::test_general_value_ops <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8225010Z test_quantization.py::TestQuantizeFxOps::test_getitem <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8226230Z test_quantization.py::TestQuantizeFxOps::test_hardswish <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8227400Z test_quantization.py::TestQuantizeFxOps::test_instance_norm <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 52%] 2025-09-07T07:28:26.8228600Z test_quantization.py::TestQuantizeFxOps::test_int8_input_no_unnecessary_fq <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8229800Z test_quantization.py::TestQuantizeFxOps::test_layer_norm <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8230970Z test_quantization.py::TestQuantizeFxOps::test_leaky_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8232160Z test_quantization.py::TestQuantizeFxOps::test_linear_dynamic_fp16 <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8233350Z test_quantization.py::TestQuantizeFxOps::test_linear_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0003s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8234680Z test_quantization.py::TestQuantizeFxOps::test_linear_static_fp16 <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8235910Z test_quantization.py::TestQuantizeFxOps::test_mish_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8237070Z test_quantization.py::TestQuantizeFxOps::test_mul <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8238200Z test_quantization.py::TestQuantizeFxOps::test_mul_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8239480Z test_quantization.py::TestQuantizeFxOps::test_multiple_qconfigs_for_single_value <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8240750Z test_quantization.py::TestQuantizeFxOps::test_narrow <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8241920Z test_quantization.py::TestQuantizeFxOps::test_norm_weight_bias <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8243110Z test_quantization.py::TestQuantizeFxOps::test_pixel_shuffle <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 53%] 2025-09-07T07:28:26.8244380Z test_quantization.py::TestQuantizeFxOps::test_pixel_shuffle_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8245590Z test_quantization.py::TestQuantizeFxOps::test_pixel_unshuffle <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8246790Z test_quantization.py::TestQuantizeFxOps::test_pixel_unshuffle_module <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8247970Z test_quantization.py::TestQuantizeFxOps::test_prelu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8249120Z test_quantization.py::TestQuantizeFxOps::test_qbatch_norm <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8250300Z test_quantization.py::TestQuantizeFxOps::test_qbatch_norm_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8251470Z test_quantization.py::TestQuantizeFxOps::test_qmatmul <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8252770Z test_quantization.py::TestQuantizeFxOps::test_quantized_add_qat <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8254010Z test_quantization.py::TestQuantizeFxOps::test_quantized_conv_relu <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8255200Z test_quantization.py::TestQuantizeFxOps::test_quantized_mul_qat <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8256450Z test_quantization.py::TestQuantizeFxOps::test_ref_pattern_multi_use <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8257700Z test_quantization.py::TestQuantizeFxOps::test_reshape_fp16 <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8259020Z test_quantization.py::TestQuantizeFxOps::test_rnn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 54%] 2025-09-07T07:28:26.8260470Z test_quantization.py::TestQuantizeFxOps::test_rnn_cell <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 55%] 2025-09-07T07:28:26.8261880Z test_quantization.py::TestQuantizeFxOps::test_silu_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 55%] 2025-09-07T07:28:26.8263080Z test_quantization.py::TestQuantizeFxOps::test_softmax_normal <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 55%] 2025-09-07T07:28:26.8264280Z test_quantization.py::TestQuantizeFxOps::test_softmax_reference <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 55%] 2025-09-07T07:28:26.8265450Z test_quantization.py::TestQuantizeFxOps::test_sub <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 55%] 2025-09-07T07:28:26.8266600Z test_quantization.py::TestQuantizeFxOps::test_sum <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 55%] 2025-09-07T07:28:26.8267530Z test_quantization.py::TestQuantizeFxModels::test_model_dropout <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (no torchvision) [ 55%] 2025-09-07T07:28:26.8268360Z test_quantization.py::TestQuantizeFxModels::test_prepare_serialize_switch_device_convert <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (gpu is not available.) [ 55%] 2025-09-07T07:28:26.8269310Z test_quantization.py::TestQuantizeFxModels::test_qat_embedding_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 55%] 2025-09-07T07:28:26.8270480Z test_quantization.py::TestQuantizeFxModels::test_qat_embeddingbag_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 55%] 2025-09-07T07:28:26.8271530Z test_quantization.py::TestQuantizeFxModels::test_qat_functional_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0017s] [ 55%] 2025-09-07T07:28:26.8272390Z test_quantization.py::TestQuantizeFxModels::test_resnet18_ddp <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (no torchvision) [ 55%] 2025-09-07T07:28:26.8273230Z test_quantization.py::TestQuantizeFxModels::test_resnet_base <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 55%] 2025-09-07T07:28:26.8274110Z test_quantization.py::TestQuantizeFxModels::test_static_gpu_convert_basic <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (gpu is not available.) [ 55%] 2025-09-07T07:28:26.8275060Z test_quantization.py::TestQuantizeFxModels::test_switch_device_prepare_convert <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (gpu is not available.) [ 56%] 2025-09-07T07:28:26.8275940Z test_quantization.py::TestQuantizeFxModels::test_torchvision <- test/quantization/fx/test_quantize_fx.py SKIPPED [0.0001s] (no torchvision) [ 56%] 2025-09-07T07:28:26.8276710Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_annotations_int <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0062s] [ 56%] 2025-09-07T07:28:26.8277520Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_correct_output_replacement <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0051s] [ 56%] 2025-09-07T07:28:26.8278340Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_graph_argument_order <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0042s] [ 56%] 2025-09-07T07:28:26.8279250Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_internal_pattern_nodes_cannot_have_users_that_are_not_matched <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0041s] [ 56%] 2025-09-07T07:28:26.8280250Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_multiple_pattern_match <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0051s] [ 56%] 2025-09-07T07:28:26.8281070Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_pattern_is_entire_graph <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0042s] [ 56%] 2025-09-07T07:28:26.8281990Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_pattern_output_pattern_node_can_have_users_that_are_not_matched <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0042s] [ 56%] 2025-09-07T07:28:26.8282880Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_placeholder_matching <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0041s] [ 56%] 2025-09-07T07:28:26.8283690Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_preserves_logic <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0043s] [ 56%] 2025-09-07T07:28:26.8284520Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_replaces_referenced_submodules <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0045s] [ 56%] 2025-09-07T07:28:26.8285350Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_single_pattern_match <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0042s] [ 56%] 2025-09-07T07:28:26.8286150Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_traced_as_callable <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0042s] [ 57%] 2025-09-07T07:28:26.8286950Z test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_with_oneliner_pattern <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0041s] [ 57%] 2025-09-07T07:28:26.8287910Z test_quantization.py::TestSubgraphRewriter::test_subgraph_writer_replace_consecutive_submodules <- test/quantization/fx/test_subgraph_rewriter.py PASSED [0.0042s] [ 57%] 2025-09-07T07:28:26.8288730Z test_quantization.py::TestGraphUtils::test_conv_bn_conv_relu <- test/quantization/pt2e/test_graph_utils.py PASSED [0.3120s] [ 57%] 2025-09-07T07:28:26.8289570Z test_quantization.py::TestGraphUtils::test_conv_bn_relu <- test/quantization/pt2e/test_graph_utils.py W0907 07:22:56.264000 97199 torch/fx/experimental/symbolic_shapes.py:3144] Failed to reduce inequalities: 1/2 2025-09-07T07:28:26.8290170Z PASSED [0.4565s] [ 57%] 2025-09-07T07:28:26.8290800Z test_quantization.py::TestGraphUtils::test_customized_equivalet_types_dict <- test/quantization/pt2e/test_graph_utils.py W0907 07:22:56.336000 97199 torch/fx/experimental/symbolic_shapes.py:3144] Failed to reduce inequalities: 1/2 2025-09-07T07:28:26.8291450Z PASSED [0.0654s] [ 57%] 2025-09-07T07:28:26.8291900Z test_quantization.py::TestDuplicateDQPass::test_avgpool_use_different_qconfig <- test/quantization/pt2e/test_duplicate_dq.py PASSED [0.4535s] [ 57%] 2025-09-07T07:28:26.8292720Z test_quantization.py::TestDuplicateDQPass::test_no_add_quant_duplicate_dq <- test/quantization/pt2e/test_duplicate_dq.py PASSED [0.0970s] [ 57%] 2025-09-07T07:28:26.8293490Z test_quantization.py::TestDuplicateDQPass::test_no_need_for_duplicate_dq <- test/quantization/pt2e/test_duplicate_dq.py PASSED [0.4358s] [ 57%] 2025-09-07T07:28:26.8294190Z test_quantization.py::TestDuplicateDQPass::test_simple_duplicate_dq <- test/quantization/pt2e/test_duplicate_dq.py PASSED [0.1049s] [ 57%] 2025-09-07T07:28:26.8294970Z test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq <- test/quantization/pt2e/test_metadata_porting.py SKIPPED [0.0001s] (Temporarily disabled) [ 57%] 2025-09-07T07:28:26.8295780Z test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq_no_static_q <- test/quantization/pt2e/test_metadata_porting.py PASSED [0.1491s] [ 57%] 2025-09-07T07:28:26.8296550Z test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_two_dq <- test/quantization/pt2e/test_metadata_porting.py PASSED [0.0310s] [ 57%] 2025-09-07T07:28:26.8297410Z test_quantization.py::TestMetaDataPorting::test_metadata_porting_with_no_quant_inbetween <- test/quantization/pt2e/test_metadata_porting.py PASSED [0.4168s] [ 57%] 2025-09-07T07:28:26.8298170Z test_quantization.py::TestMetaDataPorting::test_no_metadata_porting <- test/quantization/pt2e/test_metadata_porting.py PASSED [0.5080s] [ 58%] 2025-09-07T07:28:26.8298930Z test_quantization.py::TestMetaDataPorting::test_no_metadata_porting_through_unknown_ops <- test/quantization/pt2e/test_metadata_porting.py PASSED [0.4022s] [ 58%] 2025-09-07T07:28:26.8299700Z test_quantization.py::TestMetaDataPorting::test_simple_metadata_porting <- test/quantization/pt2e/test_metadata_porting.py PASSED [0.5091s] [ 58%] 2025-09-07T07:28:26.8300430Z test_quantization.py::TestNumericDebugger::test_added_node_gets_unique_id <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.4145s] [ 58%] 2025-09-07T07:28:26.8301150Z test_quantization.py::TestNumericDebugger::test_control_flow <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.4809s] [ 58%] 2025-09-07T07:28:26.8301850Z test_quantization.py::TestNumericDebugger::test_copy_preserve_handle <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.0251s] [ 58%] 2025-09-07T07:28:26.8302580Z test_quantization.py::TestNumericDebugger::test_deepcopy_preserve_handle <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.0240s] [ 58%] 2025-09-07T07:28:26.8303330Z test_quantization.py::TestNumericDebugger::test_extract_results_from_loggers <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.1476s] [ 58%] 2025-09-07T07:28:26.8304120Z test_quantization.py::TestNumericDebugger::test_extract_results_from_loggers_list_output <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.4086s] [ 58%] 2025-09-07T07:28:26.8304910Z test_quantization.py::TestNumericDebugger::test_prepare_for_propagation_comparison <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.0301s] [ 58%] 2025-09-07T07:28:26.8305840Z test_quantization.py::TestNumericDebugger::test_quantize_pt2e_preserve_handle <- test/quantization/pt2e/test_numeric_debugger.py PASSED [0.1452s] [ 58%] 2025-09-07T07:28:26.8307330Z test_quantization.py::TestNumericDebugger::test_re_export_preserve_handle <- test/quantization/pt2e/test_numeric_debugger.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/144898 for platform(s) mac, macos, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 58%] 2025-09-07T07:28:26.8309560Z test_quantization.py::TestNumericDebugger::test_run_decompositions_map_handle_to_new_nodes <- test/quantization/pt2e/test_numeric_debugger.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/144933 for platform(s) mac, macos, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 58%] 2025-09-07T07:28:26.8311810Z test_quantization.py::TestNumericDebugger::test_run_decompositions_same_handle_id <- test/quantization/pt2e/test_numeric_debugger.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/144963 for platform(s) linux, mac, macos, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 59%] 2025-09-07T07:28:26.8313920Z test_quantization.py::TestNumericDebugger::test_simple <- test/quantization/pt2e/test_numeric_debugger.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/142470 for platform(s) linux, mac, macos, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 59%] 2025-09-07T07:28:26.8315390Z test_quantization.py::TestQuantizePT2E::test_allow_exported_model_train_eval <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [10.3142s] [ 59%] 2025-09-07T07:28:26.8316150Z test_quantization.py::TestQuantizePT2E::test_allow_exported_model_train_eval_idempotent <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.2178s] [ 59%] 2025-09-07T07:28:26.8317590Z test_quantization.py::TestQuantizePT2E::test_allow_implicit_sharing <- test/quantization/pt2e/test_quantize_pt2e.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/144988 for platform(s) linux, mac, macos, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 59%] 2025-09-07T07:28:26.8319710Z test_quantization.py::TestQuantizePT2E::test_composable_quantizer_linear_conv <- test/quantization/pt2e/test_quantize_pt2e.py [W907 07:23:11.140402000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8321530Z [W907 07:23:11.140422000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8323140Z [W907 07:23:11.140432000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8324660Z [W907 07:23:11.140438000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8326140Z [W907 07:23:11.140445000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8327690Z [W907 07:23:11.140454000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8329260Z [W907 07:23:11.140460000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8330740Z [W907 07:23:11.140466000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8332230Z [W907 07:23:11.140496000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8333800Z [W907 07:23:11.140505000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8335280Z [W907 07:23:11.140510000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8336780Z [W907 07:23:11.140516000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8338270Z [W907 07:23:11.140523000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8339750Z [W907 07:23:11.140529000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8341410Z [W907 07:23:11.140547000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8342940Z [W907 07:23:11.140556000 PyInterpreter.cpp:267] Warning: Deallocating Tensor that still has live PyObject references. This probably happened because you took out a weak reference to Tensor and didn't call _fix_weakref() after dereferencing it. Subsequent accesses to this tensor via the PyObject will now fail. (function decref) 2025-09-07T07:28:26.8343770Z PASSED [0.4395s] [ 59%] 2025-09-07T07:28:26.8344210Z test_quantization.py::TestQuantizePT2E::test_composable_quantizer_throw <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0316s] [ 59%] 2025-09-07T07:28:26.8345060Z test_quantization.py::TestQuantizePT2E::test_composable_quantizer_transform_for_annotation <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.3915s] [ 59%] 2025-09-07T07:28:26.8345910Z test_quantization.py::TestQuantizePT2E::test_constant_prop_preserve_metadata <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.2984s] [ 59%] 2025-09-07T07:28:26.8351740Z test_quantization.py::TestQuantizePT2E::test_conv_padding_bn_relu <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.8901s] [ 59%] 2025-09-07T07:28:26.8352550Z test_quantization.py::TestQuantizePT2E::test_conv_transpose_bn_relu <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0393s] [ 59%] 2025-09-07T07:28:26.8353220Z test_quantization.py::TestQuantizePT2E::test_derived_qspec <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0297s] [ 59%] 2025-09-07T07:28:26.8353890Z test_quantization.py::TestQuantizePT2E::test_derived_qspec_per_channel <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0305s] [ 59%] 2025-09-07T07:28:26.8354590Z test_quantization.py::TestQuantizePT2E::test_disallow_eval_train <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [5.0636s] [ 60%] 2025-09-07T07:28:26.8355520Z test_quantization.py::TestQuantizePT2E::test_dont_fold_other_constant <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.3089s] [ 60%] 2025-09-07T07:28:26.8356240Z test_quantization.py::TestQuantizePT2E::test_embedding_conv_linear_quantization <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.9457s] [ 60%] 2025-09-07T07:28:26.8356950Z test_quantization.py::TestQuantizePT2E::test_embedding_quantizer <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.8490s] [ 60%] 2025-09-07T07:28:26.8357660Z test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_observer_dedup <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4214s] [ 60%] 2025-09-07T07:28:26.8358380Z test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_ptq <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0238s] [ 60%] 2025-09-07T07:28:26.8359080Z test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_qat <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0200s] [ 60%] 2025-09-07T07:28:26.8359780Z test_quantization.py::TestQuantizePT2E::test_fold_all_ops_before_quantize <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.2955s] [ 60%] 2025-09-07T07:28:26.8360460Z test_quantization.py::TestQuantizePT2E::test_fold_quantize <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.6655s] [ 60%] 2025-09-07T07:28:26.8361130Z test_quantization.py::TestQuantizePT2E::test_fold_quantize_per_channel <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.3060s] [ 60%] 2025-09-07T07:28:26.8361840Z test_quantization.py::TestQuantizePT2E::test_groupwise_per_channel_quant <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4153s] [ 60%] 2025-09-07T07:28:26.8362530Z test_quantization.py::TestQuantizePT2E::test_input_edge_sanity_check <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4221s] [ 60%] 2025-09-07T07:28:26.8363360Z test_quantization.py::TestQuantizePT2E::test_max_pool2d_quantizer <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4246s] [ 60%] 2025-09-07T07:28:26.8364060Z test_quantization.py::TestQuantizePT2E::test_model_is_exported <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0346s] [ 60%] 2025-09-07T07:28:26.8364770Z test_quantization.py::TestQuantizePT2E::test_move_exported_model_bn_device_cpu <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.2543s] [ 61%] 2025-09-07T07:28:26.8365490Z test_quantization.py::TestQuantizePT2E::test_move_exported_model_dropout <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.2449s] [ 61%] 2025-09-07T07:28:26.8366220Z test_quantization.py::TestQuantizePT2E::test_move_exported_model_dropout_inplace <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.2212s] [ 61%] 2025-09-07T07:28:26.8366970Z test_quantization.py::TestQuantizePT2E::test_multi_users_without_output_observer <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0696s] [ 61%] 2025-09-07T07:28:26.8367740Z test_quantization.py::TestQuantizePT2E::test_observer_callback <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.3891s] [ 61%] 2025-09-07T07:28:26.8368500Z test_quantization.py::TestQuantizePT2E::test_prepare_obs_or_fq_callback <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4218s] [ 61%] 2025-09-07T07:28:26.8369190Z test_quantization.py::TestQuantizePT2E::test_preserve_nn_module_stack <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [1.4490s] [ 61%] 2025-09-07T07:28:26.8369940Z test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_float8_e4m3fn <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0264s] [ 61%] 2025-09-07T07:28:26.8370720Z test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_float8_e5m2 <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0245s] [ 61%] 2025-09-07T07:28:26.8371480Z test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_int16 <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0239s] [ 61%] 2025-09-07T07:28:26.8372320Z test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_float8_e4m3fn <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0242s] [ 61%] 2025-09-07T07:28:26.8373080Z test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_float8_e5m2 <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0242s] [ 61%] 2025-09-07T07:28:26.8373830Z test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_int16 <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0231s] [ 61%] 2025-09-07T07:28:26.8374520Z test_quantization.py::TestQuantizePT2E::test_reentrant <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [5.3700s] [ 62%] 2025-09-07T07:28:26.8375570Z test_quantization.py::TestQuantizePT2E::test_save_load <- test/quantization/pt2e/test_quantize_pt2e.py W0907 07:23:32.983000 97199 torch/export/pt2_archive/_package.py:586] Expect archive file to be a file ending in .pt2, or is a buffer. Instead got {/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/tmpg3b9cm__} 2025-09-07T07:28:26.8376790Z W0907 07:23:32.988000 97199 torch/export/pt2_archive/_package.py:943] Unable to load package. f must be a buffer or a file ending in .pt2. Instead got {/var/folders/bm/fnn3xd1d39lcpbxrgwys1c140000gn/T/tmpg3b9cm__} 2025-09-07T07:28:26.8377370Z PASSED [0.3622s] [ 62%] 2025-09-07T07:28:26.8377770Z test_quantization.py::TestQuantizePT2E::test_shared_qspec <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4368s] [ 62%] 2025-09-07T07:28:26.8378450Z test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.4196s] [ 62%] 2025-09-07T07:28:26.8379170Z test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity_case_2 <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0449s] [ 62%] 2025-09-07T07:28:26.8379870Z test_quantization.py::TestQuantizePT2E::test_simple_quantizer <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0274s] [ 62%] 2025-09-07T07:28:26.8380650Z test_quantization.py::TestQuantizePT2E::test_speed <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0281s] [ 62%] 2025-09-07T07:28:26.8381340Z test_quantization.py::TestQuantizePT2E::test_transform_for_annotation <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0146s] [ 62%] 2025-09-07T07:28:26.8382060Z test_quantization.py::TestQuantizePT2E::test_wo_annotate_conv_output_quantizer <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0236s] [ 62%] 2025-09-07T07:28:26.8382850Z test_quantization.py::TestQuantizePT2EAffineQuantization::test_channel_group_quantization <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.3923s] [ 62%] 2025-09-07T07:28:26.8383720Z test_quantization.py::TestQuantizePT2EAffineQuantization::test_dynamic_affine_act_per_channel_weights <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0242s] [ 62%] 2025-09-07T07:28:26.8384590Z test_quantization.py::TestQuantizePT2EAffineQuantization::test_dynamic_per_tok_act_per_group_weights <- test/quantization/pt2e/test_quantize_pt2e.py PASSED [0.0226s] [ 62%] 2025-09-07T07:28:26.8385430Z test_quantization.py::TestPT2ERepresentation::test_add <- test/quantization/pt2e/test_representation.py PASSED [4.2945s] [ 62%] 2025-09-07T07:28:26.8386180Z test_quantization.py::TestPT2ERepresentation::test_add_relu <- test/quantization/pt2e/test_representation.py PASSED [0.9628s] [ 63%] 2025-09-07T07:28:26.8386850Z test_quantization.py::TestPT2ERepresentation::test_conv2d <- test/quantization/pt2e/test_representation.py PASSED [1.2480s] [ 63%] 2025-09-07T07:28:26.8387530Z test_quantization.py::TestPT2ERepresentation::test_dynamic_linear <- test/quantization/pt2e/test_representation.py PASSED [1.1948s] [ 63%] 2025-09-07T07:28:26.8388260Z test_quantization.py::TestPT2ERepresentation::test_maxpool2d <- test/quantization/pt2e/test_representation.py PASSED [1.9020s] [ 63%] 2025-09-07T07:28:26.8388930Z test_quantization.py::TestPT2ERepresentation::test_qdq <- test/quantization/pt2e/test_representation.py PASSED [0.9172s] [ 63%] 2025-09-07T07:28:26.8389710Z test_quantization.py::TestPT2ERepresentation::test_qdq_per_channel <- test/quantization/pt2e/test_representation.py PASSED [5.6719s] [ 63%] 2025-09-07T07:28:26.8390420Z test_quantization.py::TestPT2ERepresentation::test_static_linear <- test/quantization/pt2e/test_representation.py PASSED [1.0381s] [ 63%] 2025-09-07T07:28:26.8391130Z test_quantization.py::TestXNNPACKQuantizer::test_add_and_inplace_add <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0633s] [ 63%] 2025-09-07T07:28:26.8391820Z test_quantization.py::TestXNNPACKQuantizer::test_add_mul_long <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0264s] [ 63%] 2025-09-07T07:28:26.8392520Z test_quantization.py::TestXNNPACKQuantizer::test_add_mul_scalar <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0986s] [ 63%] 2025-09-07T07:28:26.8393220Z test_quantization.py::TestXNNPACKQuantizer::test_cat_same_node <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0361s] [ 63%] 2025-09-07T07:28:26.8393900Z test_quantization.py::TestXNNPACKQuantizer::test_conv1d <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1296s] [ 63%] 2025-09-07T07:28:26.8394600Z test_quantization.py::TestXNNPACKQuantizer::test_conv1d_with_conv2d <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1442s] [ 63%] 2025-09-07T07:28:26.8395290Z test_quantization.py::TestXNNPACKQuantizer::test_conv2d <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0594s] [ 63%] 2025-09-07T07:28:26.8395970Z test_quantization.py::TestXNNPACKQuantizer::test_conv_linear <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.5748s] [ 64%] 2025-09-07T07:28:26.8396690Z test_quantization.py::TestXNNPACKQuantizer::test_conv_linear_no_permute <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.2887s] [ 64%] 2025-09-07T07:28:26.8397410Z test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [1.7544s] [ 64%] 2025-09-07T07:28:26.8398290Z test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear_int4_weight <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1780s] [ 64%] 2025-09-07T07:28:26.8399080Z test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear_with_conv <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0882s] [ 64%] 2025-09-07T07:28:26.8400470Z test_quantization.py::TestXNNPACKQuantizer::test_gru <- test/quantization/pt2e/test_xnnpack_quantizer.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/158116 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 64%] 2025-09-07T07:28:26.8401820Z test_quantization.py::TestXNNPACKQuantizer::test_linear <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [1.0787s] [ 64%] 2025-09-07T07:28:26.8403230Z test_quantization.py::TestXNNPACKQuantizer::test_linear_gru <- test/quantization/pt2e/test_xnnpack_quantizer.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/158332 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 64%] 2025-09-07T07:28:26.8404660Z test_quantization.py::TestXNNPACKQuantizer::test_linear_relu <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [1.5862s] [ 64%] 2025-09-07T07:28:26.8405380Z test_quantization.py::TestXNNPACKQuantizer::test_linear_with_dynamic_shape <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.9027s] [ 64%] 2025-09-07T07:28:26.8406120Z test_quantization.py::TestXNNPACKQuantizer::test_mul_and_inplace_mul <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0611s] [ 64%] 2025-09-07T07:28:26.8406820Z test_quantization.py::TestXNNPACKQuantizer::test_mul_float32_max <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0173s] [ 64%] 2025-09-07T07:28:26.8407590Z test_quantization.py::TestXNNPACKQuantizer::test_obs_sharing_ops <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1085s] [ 64%] 2025-09-07T07:28:26.8408310Z test_quantization.py::TestXNNPACKQuantizer::test_propagate_annotation <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1139s] [ 65%] 2025-09-07T07:28:26.8409030Z test_quantization.py::TestXNNPACKQuantizer::test_qat_dynamic_linear <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.3680s] [ 65%] 2025-09-07T07:28:26.8409750Z test_quantization.py::TestXNNPACKQuantizer::test_set_module_name <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1084s] [ 65%] 2025-09-07T07:28:26.8410490Z test_quantization.py::TestXNNPACKQuantizer::test_set_module_name_with_underscores <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.0294s] [ 65%] 2025-09-07T07:28:26.8411230Z test_quantization.py::TestXNNPACKQuantizer::test_set_module_type <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.1030s] [ 65%] 2025-09-07T07:28:26.8411950Z test_quantization.py::TestXNNPACKQuantizer::test_set_module_type_case_2 <- test/quantization/pt2e/test_xnnpack_quantizer.py PASSED [0.8172s] [ 65%] 2025-09-07T07:28:26.8412710Z test_quantization.py::TestXNNPACKQuantizerModels::test_resnet18 <- test/quantization/pt2e/test_xnnpack_quantizer.py SKIPPED [0.0002s] (no torchvision) [ 65%] 2025-09-07T07:28:26.8413620Z test_quantization.py::TestQuantizePT2EX86Inductor::test_adaptive_avg_pool2d_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0011s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8414590Z test_quantization.py::TestQuantizePT2EX86Inductor::test_attention_block <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0009s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8415690Z test_quantization.py::TestQuantizePT2EX86Inductor::test_avg_pool2d_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8416670Z test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0010s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8417610Z test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe_same_inputs <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8418580Z test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe_single_input <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8419510Z test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 65%] 2025-09-07T07:28:26.8420510Z test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8421520Z test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary2 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0009s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8422460Z test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8423430Z test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_serials_binary_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8424390Z test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0011s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8425410Z test_quantization.py::TestQuantizePT2EX86Inductor::test_dynamic_quant_linear <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0022s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8426370Z test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_conv2d_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0010s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8427320Z test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_linear_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8428300Z test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_maxpool2d_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0011s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8429260Z test_quantization.py::TestQuantizePT2EX86Inductor::test_flatten_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0018s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8430200Z test_quantization.py::TestQuantizePT2EX86Inductor::test_flatten_recipe2 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0010s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8431120Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8432020Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 66%] 2025-09-07T07:28:26.8432950Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary2 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8434010Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8435000Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic_qat <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8435960Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_qat <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8436900Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8437880Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_dynamic <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8438940Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_dynamic_qat <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0009s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8439970Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_qat <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8440950Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_serials <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8441920Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_dynamic_fp16 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8442860Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8443860Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8444830Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic_qat <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 67%] 2025-09-07T07:28:26.8445770Z test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_qat <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8446700Z test_quantization.py::TestQuantizePT2EX86Inductor::test_lowering_to_x86 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8447640Z test_quantization.py::TestQuantizePT2EX86Inductor::test_maxpool2d_recipe <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0014s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8448570Z test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8449490Z test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8450420Z test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary2 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8451470Z test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8452510Z test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_unary <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0003s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 68%] 2025-09-07T07:28:26.8453510Z test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_dynamic_quant_linear <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8454510Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_case1 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8455540Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_case2 <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8456660Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_with_mixed_configs <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8457740Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8458750Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_for_dynamic_quant <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 68%] 2025-09-07T07:28:26.8459800Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_with_underscores <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0008s] (Quantized operations require X86.) [ 69%] 2025-09-07T07:28:26.8460840Z test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_with_mixed_configs <- test/quantization/pt2e/test_x86inductor_quantizer.py SKIPPED [0.0007s] (Quantized operations require X86.) [ 69%] 2025-09-07T07:28:26.8461790Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_add_node <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.8959s] [ 69%] 2025-09-07T07:28:26.8462560Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_bn_node <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [5.1079s] [ 69%] 2025-09-07T07:28:26.8463340Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_bias_derived_qspec <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.7072s] [ 69%] 2025-09-07T07:28:26.8464110Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [12.6443s] [ 69%] 2025-09-07T07:28:26.8464910Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_cuda <- test/quantization/pt2e/test_quantize_pt2e_qat.py SKIPPED [0.0003s] (CUDA unavailable) [ 69%] 2025-09-07T07:28:26.8465740Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_literal_args <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.6355s] [ 69%] 2025-09-07T07:28:26.8466550Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_no_conv_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [21.6852s] [ 69%] 2025-09-07T07:28:26.8467350Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_per_channel_weight_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.4242s] [ 69%] 2025-09-07T07:28:26.8468140Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.3063s] [ 69%] 2025-09-07T07:28:26.8469050Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion_cuda <- test/quantization/pt2e/test_quantize_pt2e_qat.py SKIPPED [0.0001s] (CUDA unavailable) [ 69%] 2025-09-07T07:28:26.8469920Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion_no_conv_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.3001s] [ 69%] 2025-09-07T07:28:26.8470690Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_no_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [2.2200s] [ 70%] 2025-09-07T07:28:26.8471420Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_transpose_bn <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [9.8344s] [ 70%] 2025-09-07T07:28:26.8472190Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_transpose_bn_relu <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [9.4382s] [ 70%] 2025-09-07T07:28:26.8472960Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_inplace_add_relu <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [1.3373s] [ 70%] 2025-09-07T07:28:26.8473790Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_per_channel_weight_custom_dtype <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.6603s] [ 70%] 2025-09-07T07:28:26.8474640Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_preserve_source_fn_stack <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [5.3612s] [ 70%] 2025-09-07T07:28:26.8475420Z test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_update_shared_qspec <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [10.1241s] [ 70%] 2025-09-07T07:28:26.8476180Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_add_node <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.3115s] [ 70%] 2025-09-07T07:28:26.8476940Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_bn_node <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.9074s] [ 70%] 2025-09-07T07:28:26.8477710Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_bias_derived_qspec <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.6427s] [ 70%] 2025-09-07T07:28:26.8478530Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.2338s] [ 70%] 2025-09-07T07:28:26.8479320Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_cuda <- test/quantization/pt2e/test_quantize_pt2e_qat.py SKIPPED [0.0001s] (CUDA unavailable) [ 70%] 2025-09-07T07:28:26.8480150Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_literal_args <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.8465s] [ 70%] 2025-09-07T07:28:26.8480950Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_no_conv_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [21.9444s] [ 71%] 2025-09-07T07:28:26.8481750Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_per_channel_weight_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.7502s] [ 71%] 2025-09-07T07:28:26.8482540Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.2336s] [ 71%] 2025-09-07T07:28:26.8483360Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion_cuda <- test/quantization/pt2e/test_quantize_pt2e_qat.py SKIPPED [0.0001s] (CUDA unavailable) [ 71%] 2025-09-07T07:28:26.8484200Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion_no_conv_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [11.9914s] [ 71%] 2025-09-07T07:28:26.8484970Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_no_bias <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [1.7993s] [ 71%] 2025-09-07T07:28:26.8485720Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [9.7744s] [ 71%] 2025-09-07T07:28:26.8486600Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn_relu <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [9.7724s] [ 71%] 2025-09-07T07:28:26.8487400Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_inplace_add_relu <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [1.3387s] [ 71%] 2025-09-07T07:28:26.8488210Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_per_channel_weight_custom_dtype <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.9820s] [ 71%] 2025-09-07T07:28:26.8489020Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_preserve_source_fn_stack <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [4.8349s] [ 71%] 2025-09-07T07:28:26.8489800Z test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_update_shared_qspec <- test/quantization/pt2e/test_quantize_pt2e_qat.py PASSED [10.6391s] [ 71%] 2025-09-07T07:28:26.8490780Z test_quantization.py::TestQuantizePT2EQATModels::test_qat_mobilenet_v2 <- test/quantization/pt2e/test_quantize_pt2e_qat.py SKIPPED [0.0001s] (no torchvision) [ 71%] 2025-09-07T07:28:26.8491710Z test_quantization.py::TestQuantizePT2EQATModels::test_qat_resnet18 <- test/quantization/pt2e/test_quantize_pt2e_qat.py SKIPPED [0.0001s] (no torchvision) [ 71%] 2025-09-07T07:28:26.8492720Z test_quantization.py::TestFXGraphMatcher::test_dict_return_type <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8493990Z test_quantization.py::TestFXGraphMatcher::test_matching_failure_node_count <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8495260Z test_quantization.py::TestFXGraphMatcher::test_matching_failure_node_type <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8496290Z test_quantization.py::TestFXGraphMatcher::test_methods <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0336s] [ 72%] 2025-09-07T07:28:26.8497220Z test_quantization.py::TestFXGraphMatcher::test_nodes_before_cat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8498470Z test_quantization.py::TestFXGraphMatcher::test_nodes_with_equal_types_get_matched <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8499480Z test_quantization.py::TestFXGraphMatcher::test_op_relationship_mapping <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0036s] [ 72%] 2025-09-07T07:28:26.8500450Z test_quantization.py::TestFXGraphMatcher::test_results_order <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8501640Z test_quantization.py::TestFXGraphMatcher::test_simple_fun <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8502840Z test_quantization.py::TestFXGraphMatcher::test_simple_fusion <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8504130Z test_quantization.py::TestFXGraphMatcher::test_simple_mod <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8505360Z test_quantization.py::TestFXGraphMatcher::test_simple_mod_multi <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8506570Z test_quantization.py::TestFXGraphMatcher::test_simple_tensor_ops <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 72%] 2025-09-07T07:28:26.8507790Z test_quantization.py::TestFXGraphMatcher::test_user_defined_function <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8508860Z test_quantization.py::TestFXGraphMatcherModels::test_mobilenet_v2 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (no torchvision) [ 73%] 2025-09-07T07:28:26.8509690Z test_quantization.py::TestFXGraphMatcherModels::test_mobilenet_v2_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (no torchvision) [ 73%] 2025-09-07T07:28:26.8510490Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_loggers_cuda <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (CUDA unavailable) [ 73%] 2025-09-07T07:28:26.8511560Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_mul_inputs_activations <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8512640Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_cuda <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (CUDA unavailable) [ 73%] 2025-09-07T07:28:26.8513790Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_fun_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8515090Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_fun_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8516390Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_meth_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8517690Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_mod_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8518990Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_mod_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0019s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8520330Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extend_logger_results_with_comparison <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8521760Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_conv_fun_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8522400Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_conv_fun_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 73%] 2025-09-07T07:28:26.8522780Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_cuda <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (CUDA unavailable) [ 74%] 2025-09-07T07:28:26.8523400Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_dynamic <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8524050Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_fqn <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8524720Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8525340Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8525960Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_mod_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8526620Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_mod_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8526950Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_fp16_shadows_fp32 <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0328s] [ 74%] 2025-09-07T07:28:26.8527570Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_fp32_coverage <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8528180Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_fp32_simple <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8528790Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_int8_fun <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8529400Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_int8_mod <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8529980Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_layer_names <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0010s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 74%] 2025-09-07T07:28:26.8530650Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_activations <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8531280Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_shadow_activations <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8531950Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_vs_linear_fp16_shadow_activations <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8532580Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_weights <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8532950Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_kwargs_shadow <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0275s] [ 75%] 2025-09-07T07:28:26.8533570Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_loggers_preserve_qat_numerics <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8534170Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_logging_inputs <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8534790Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fqn <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8535440Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fun_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8536060Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fun_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8536670Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_meth_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8537300Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_mod_ptq <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8537910Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_mod_qat <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 75%] 2025-09-07T07:28:26.8538270Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_mul_add_cat_stack_skips_shadowing <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.4479s] [ 76%] 2025-09-07T07:28:26.8538600Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_io_dtype_coverage <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0040s] [ 76%] 2025-09-07T07:28:26.8539310Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_with_either_fp32_or_int8_input <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8539690Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_with_only_kwargs_skips_shadowing <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.1186s] [ 76%] 2025-09-07T07:28:26.8540330Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_ops_with_same_fp32_and_int8_signature <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8541000Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_activations_fqn <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8541690Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_loggers_preserve_qat_numerics <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8542070Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_unsupported_op_copy_skips_shadowing <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.1708s] [ 76%] 2025-09-07T07:28:26.8542680Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_defined_function <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8543280Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_module <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8543950Z test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_module_scriptable <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 76%] 2025-09-07T07:28:26.8545000Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_fp32 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/158762 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 76%] 2025-09-07T07:28:26.8546070Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_quant <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/127814 for platform(s) dynamo, mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 76%] 2025-09-07T07:28:26.8547090Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_functions <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/140380 for platform(s) dynamo, mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 76%] 2025-09-07T07:28:26.8548180Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_fp32_fp32 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/159036 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8549240Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_fp32_quant <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/142860 for platform(s) dynamo, mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8550300Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_quant_fp32 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/159152 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8551390Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_quant_quant <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/142172 for platform(s) dynamo, mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8551780Z test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_mobilenet_v2 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (no torchvision) [ 77%] 2025-09-07T07:28:26.8552800Z test_quantization.py::TestFXNumericSuiteNShadows::test_conv_bn_relu_mod <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/159470 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8553810Z test_quantization.py::TestFXNumericSuiteNShadows::test_custom_functions_and_tracer <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/160346 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8554820Z test_quantization.py::TestFXNumericSuiteNShadows::test_extract_weights_linear <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/160446 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8555790Z test_quantization.py::TestFXNumericSuiteNShadows::test_functions <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/160620 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8556820Z test_quantization.py::TestFXNumericSuiteNShadows::test_linear_mod <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/160717 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8557810Z test_quantization.py::TestFXNumericSuiteNShadows::test_linear_relu_mod <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/160880 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8558890Z test_quantization.py::TestFXNumericSuiteNShadows::test_logger_enabled_and_save_activations_flags <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/162249 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 77%] 2025-09-07T07:28:26.8559280Z test_quantization.py::TestFXNumericSuiteNShadows::test_mobilenet_v2 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (no torchvision) [ 77%] 2025-09-07T07:28:26.8559630Z test_quantization.py::TestFXNumericSuiteNShadows::test_partial_qconfig_mapping <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0159s] [ 78%] 2025-09-07T07:28:26.8560000Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_deduplication <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0009s] [ 78%] 2025-09-07T07:28:26.8560740Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_end_to_end <- test/quantization/fx/test_numeric_suite_fx.py [W907 07:28:22.701790000 qlinear_dynamic.cpp:251] Warning: Currently, qnnpack incorrectly ignores reduce_range when it is set to true; this may change in a future release. (function operator()) 2025-09-07T07:28:26.8560820Z PASSED [0.0298s] [ 78%] 2025-09-07T07:28:26.8561180Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_from_list <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0295s] [ 78%] 2025-09-07T07:28:26.8561560Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_insert_padding <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0009s] [ 78%] 2025-09-07T07:28:26.8561920Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_ordering <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0385s] [ 78%] 2025-09-07T07:28:26.8562260Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_repr <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0009s] [ 78%] 2025-09-07T07:28:26.8562660Z test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_retroactive_padding <- test/quantization/fx/test_numeric_suite_fx.py PASSED [0.0008s] [ 78%] 2025-09-07T07:28:26.8563300Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_conv <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 78%] 2025-09-07T07:28:26.8563950Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_linear <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 78%] 2025-09-07T07:28:26.8564650Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_lstm_dynamic <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 78%] 2025-09-07T07:28:26.8565320Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_conv <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 78%] 2025-09-07T07:28:26.8565980Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_linear <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0016s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 78%] 2025-09-07T07:28:26.8566660Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_lstm_dynamic <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 78%] 2025-09-07T07:28:26.8567310Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_conv <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 79%] 2025-09-07T07:28:26.8567970Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_linear <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 79%] 2025-09-07T07:28:26.8568610Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_lstm_dynamic <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 79%] 2025-09-07T07:28:26.8569020Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_mobilenet_v2 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (no torchvision) [ 79%] 2025-09-07T07:28:26.8569400Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_resnet18 <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0001s] (no torchvision) [ 79%] 2025-09-07T07:28:26.8570050Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_sparsenn_compare_activations <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 79%] 2025-09-07T07:28:26.8570670Z test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_sparsenn_shadow <- test/quantization/fx/test_numeric_suite_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 79%] 2025-09-07T07:28:26.8571020Z test_quantization.py::TestFxModelReportDetector::test_conv_sub_class_considered <- test/quantization/fx/test_model_report_fx.py PASSED [0.0139s] [ 79%] 2025-09-07T07:28:26.8571640Z test_quantization.py::TestFxModelReportDetector::test_fusion_layer_in_sequential <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 79%] 2025-09-07T07:28:26.8572010Z test_quantization.py::TestFxModelReportDetector::test_multi_linear_model_without_per_channel <- test/quantization/fx/test_model_report_fx.py PASSED [0.0081s] [ 79%] 2025-09-07T07:28:26.8572350Z test_quantization.py::TestFxModelReportDetector::test_multiple_q_config_options <- test/quantization/fx/test_model_report_fx.py PASSED [0.0098s] [ 79%] 2025-09-07T07:28:26.8572690Z test_quantization.py::TestFxModelReportDetector::test_qat_aware_model_example <- test/quantization/fx/test_model_report_fx.py PASSED [0.0046s] [ 79%] 2025-09-07T07:28:26.8573110Z test_quantization.py::TestFxModelReportDetector::test_sequential_model_format <- test/quantization/fx/test_model_report_fx.py PASSED [0.0108s] [ 79%] 2025-09-07T07:28:26.8573710Z test_quantization.py::TestFxModelReportDetector::test_simple_conv <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8574040Z test_quantization.py::TestFxModelReportObserver::test_observer_after_relu <- test/quantization/fx/test_model_report_fx.py PASSED [0.0063s] [ 80%] 2025-09-07T07:28:26.8574380Z test_quantization.py::TestFxModelReportObserver::test_random_epochs_and_batches <- test/quantization/fx/test_model_report_fx.py PASSED [0.0368s] [ 80%] 2025-09-07T07:28:26.8574700Z test_quantization.py::TestFxModelReportObserver::test_single_batch_of_ones <- test/quantization/fx/test_model_report_fx.py PASSED [0.0016s] [ 80%] 2025-09-07T07:28:26.8575080Z test_quantization.py::TestFxModelReportObserver::test_zero_tensor_errors <- test/quantization/fx/test_model_report_fx.py PASSED [0.0041s] [ 80%] 2025-09-07T07:28:26.8575780Z test_quantization.py::TestFxModelReportDetectDynamicStatic::test_nested_detection_case <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8576350Z test_quantization.py::TestFxModelReportClass::test_constructor <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8576980Z test_quantization.py::TestFxModelReportClass::test_equalization_mapping_generation <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8577570Z test_quantization.py::TestFxModelReportClass::test_generate_report <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8578220Z test_quantization.py::TestFxModelReportClass::test_generate_visualizer <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8578830Z test_quantization.py::TestFxModelReportClass::test_prepare_model_callibration <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8579440Z test_quantization.py::TestFxModelReportClass::test_qconfig_mapping_generation <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8580130Z test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_determine_points <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 80%] 2025-09-07T07:28:26.8580810Z test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_report_gen <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8581500Z test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_report_gen_empty <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8582160Z test_quantization.py::TestFxDetectOutliers::test_all_outlier_report_gen <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8582820Z test_quantization.py::TestFxDetectOutliers::test_multiple_run_consistent_spike_outlier_report_gen <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8583410Z test_quantization.py::TestFxDetectOutliers::test_no_outlier_report_gen <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8584070Z test_quantization.py::TestFxDetectOutliers::test_outlier_detection_determine_points <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8584740Z test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_match_with_report <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8585360Z test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_no_match <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8586000Z test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_single_feat_match <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8586660Z test_quantization.py::TestFxModelReportVisualizer::test_get_modules_and_features <- test/quantization/fx/test_model_report_fx.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8586960Z test_quantization.py::TestEqualizeFx::test_input_weight_eq_observer <- test/quantization/fx/test_equalize_fx.py PASSED [0.0723s] [ 81%] 2025-09-07T07:28:26.8587300Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_activation_values <- test/quantization/fx/test_equalize_fx.py PASSED [0.0220s] [ 81%] 2025-09-07T07:28:26.8587630Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_branching <- test/quantization/fx/test_equalize_fx.py PASSED [0.0135s] [ 81%] 2025-09-07T07:28:26.8588250Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_convert <- test/quantization/fx/test_equalize_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 81%] 2025-09-07T07:28:26.8588610Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_equalization_scales <- test/quantization/fx/test_equalize_fx.py PASSED [0.0288s] [ 82%] 2025-09-07T07:28:26.8589190Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_graphs <- test/quantization/fx/test_equalize_fx.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 82%] 2025-09-07T07:28:26.8589510Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_prepare <- test/quantization/fx/test_equalize_fx.py PASSED [0.1027s] [ 82%] 2025-09-07T07:28:26.8590170Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_results <- test/quantization/fx/test_equalize_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 82%] 2025-09-07T07:28:26.8590510Z test_quantization.py::TestEqualizeFx::test_input_weight_equalization_weights_bias <- test/quantization/fx/test_equalize_fx.py PASSED [0.0299s] [ 82%] 2025-09-07T07:28:26.8591080Z test_quantization.py::TestEqualizeFx::test_selective_equalization <- test/quantization/fx/test_equalize_fx.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 82%] 2025-09-07T07:28:26.8591500Z test_quantization.py::TestSerialization::test_conv2d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8591930Z test_quantization.py::TestSerialization::test_conv2d_graph <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8592390Z test_quantization.py::TestSerialization::test_conv2d_graph_v2 <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8592850Z test_quantization.py::TestSerialization::test_conv2d_graph_v3 <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8593270Z test_quantization.py::TestSerialization::test_conv2d_nobias <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8598060Z test_quantization.py::TestSerialization::test_conv2d_nobias_graph <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8598560Z test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v2 <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 82%] 2025-09-07T07:28:26.8599130Z test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v3 <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8599550Z test_quantization.py::TestSerialization::test_conv2d_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8599960Z test_quantization.py::TestSerialization::test_conv3d <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8600380Z test_quantization.py::TestSerialization::test_conv3d_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8600710Z test_quantization.py::TestSerialization::test_default_qat_qconfig <- test/quantization/bc/test_backward_compatibility.py PASSED [0.0078s] [ 83%] 2025-09-07T07:28:26.8601110Z test_quantization.py::TestSerialization::test_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 83%] 2025-09-07T07:28:26.8601540Z test_quantization.py::TestSerialization::test_linear_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8601950Z test_quantization.py::TestSerialization::test_linear_relu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8602680Z test_quantization.py::TestSerialization::test_linear_relu_package_quantization_transforms <- test/quantization/bc/test_backward_compatibility.py SKIPPED [0.0006s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 83%] 2025-09-07T07:28:26.8603100Z test_quantization.py::TestSerialization::test_lstm <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0006s] [ 83%] 2025-09-07T07:28:26.8603420Z test_quantization.py::TestSerialization::test_per_channel_observer <- test/quantization/bc/test_backward_compatibility.py PASSED [0.0032s] [ 83%] 2025-09-07T07:28:26.8603740Z test_quantization.py::TestSerialization::test_per_tensor_observer <- test/quantization/bc/test_backward_compatibility.py PASSED [0.0032s] [ 83%] 2025-09-07T07:28:26.8604140Z test_quantization.py::TestQuantizeJit::test_conv <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 83%] 2025-09-07T07:28:26.8604540Z test_quantization.py::TestQuantizeJit::test_conv_bn <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 84%] 2025-09-07T07:28:26.8604990Z test_quantization.py::TestQuantizeJit::test_conv_transpose <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 84%] 2025-09-07T07:28:26.8605590Z test_quantization.py::TestQuantizeJit::test_linear_dynamic_fp16 <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 84%] 2025-09-07T07:28:26.8605990Z test_quantization.py::TestQuantizeJit::test_nested <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 84%] 2025-09-07T07:28:26.8606580Z test_quantization.py::TestQuantizeJit::test_observer_with_ignored_function <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 84%] 2025-09-07T07:28:26.8607030Z test_quantization.py::TestQuantizeJit::test_single_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 84%] 2025-09-07T07:28:26.8607470Z test_quantization.py::TestQuantizeJit::test_single_linear_dynamic <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 84%] 2025-09-07T07:28:26.8607880Z test_quantization.py::TestQuantizeJit::test_skip_quant <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 84%] 2025-09-07T07:28:26.8608170Z test_quantization.py::TestQuantizeJitPasses::test_conv_trace <- test/quantization/jit/test_quantize_jit.py PASSED [0.0272s] [ 84%] 2025-09-07T07:28:26.8608490Z test_quantization.py::TestQuantizeJitPasses::test_convtranspose_trace <- test/quantization/jit/test_quantize_jit.py PASSED [0.0257s] [ 84%] 2025-09-07T07:28:26.8608800Z test_quantization.py::TestQuantizeJitPasses::test_dedup_module_uses <- test/quantization/jit/test_quantize_jit.py PASSED [0.0071s] [ 84%] 2025-09-07T07:28:26.8609100Z test_quantization.py::TestQuantizeJitPasses::test_finalize_debug <- test/quantization/jit/test_quantize_jit.py PASSED [0.0240s] [ 84%] 2025-09-07T07:28:26.8609410Z test_quantization.py::TestQuantizeJitPasses::test_finalize_for_linear <- test/quantization/jit/test_quantize_jit.py PASSED [0.0220s] [ 84%] 2025-09-07T07:28:26.8609720Z test_quantization.py::TestQuantizeJitPasses::test_foldbn_complex_cases <- test/quantization/jit/test_quantize_jit.py PASSED [0.4100s] [ 84%] 2025-09-07T07:28:26.8610020Z test_quantization.py::TestQuantizeJitPasses::test_foldbn_in_submodule <- test/quantization/jit/test_quantize_jit.py PASSED [0.0328s] [ 85%] 2025-09-07T07:28:26.8610320Z test_quantization.py::TestQuantizeJitPasses::test_foldbn_no_fusion <- test/quantization/jit/test_quantize_jit.py PASSED [0.0034s] [ 85%] 2025-09-07T07:28:26.8610710Z test_quantization.py::TestQuantizeJitPasses::test_foldbn_shared_classtype <- test/quantization/jit/test_quantize_jit.py PASSED [0.0973s] [ 85%] 2025-09-07T07:28:26.8611020Z test_quantization.py::TestQuantizeJitPasses::test_foldbn_trivial <- test/quantization/jit/test_quantize_jit.py PASSED [0.0267s] [ 85%] 2025-09-07T07:28:26.8611330Z test_quantization.py::TestQuantizeJitPasses::test_foldbn_trivial_nobias <- test/quantization/jit/test_quantize_jit.py PASSED [0.0263s] [ 85%] 2025-09-07T07:28:26.8611620Z test_quantization.py::TestQuantizeJitPasses::test_fuse_linear <- test/quantization/jit/test_quantize_jit.py PASSED [0.0177s] [ 85%] 2025-09-07T07:28:26.8611920Z test_quantization.py::TestQuantizeJitPasses::test_inplace_option <- test/quantization/jit/test_quantize_jit.py PASSED [0.0465s] [ 85%] 2025-09-07T07:28:26.8612220Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers <- test/quantization/jit/test_quantize_jit.py PASSED [0.0138s] [ 85%] 2025-09-07T07:28:26.8612610Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_child_qconfig <- test/quantization/jit/test_quantize_jit.py PASSED [0.0151s] [ 85%] 2025-09-07T07:28:26.8612990Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_general_ops <- test/quantization/jit/test_quantize_jit.py PASSED [0.0126s] [ 85%] 2025-09-07T07:28:26.8613300Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if <- test/quantization/jit/test_quantize_jit.py PASSED [0.0440s] [ 85%] 2025-09-07T07:28:26.8613680Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if_consistent_observation <- test/quantization/jit/test_quantize_jit.py PASSED [0.1150s] [ 85%] 2025-09-07T07:28:26.8614020Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_nested_if <- test/quantization/jit/test_quantize_jit.py PASSED [0.0439s] [ 85%] 2025-09-07T07:28:26.8614360Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_reused_weight <- test/quantization/jit/test_quantize_jit.py PASSED [0.0108s] [ 86%] 2025-09-07T07:28:26.8614740Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface <- test/quantization/jit/test_quantize_jit.py PASSED [0.0389s] [ 86%] 2025-09-07T07:28:26.8615100Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface_unshare_type <- test/quantization/jit/test_quantize_jit.py PASSED [0.0719s] [ 86%] 2025-09-07T07:28:26.8615450Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed <- test/quantization/jit/test_quantize_jit.py PASSED [0.0149s] [ 86%] 2025-09-07T07:28:26.8615840Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed_for_function <- test/quantization/jit/test_quantize_jit.py PASSED [0.0156s] [ 86%] 2025-09-07T07:28:26.8616220Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed_in_submodule <- test/quantization/jit/test_quantize_jit.py PASSED [0.0168s] [ 86%] 2025-09-07T07:28:26.8616560Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_shared_class_type <- test/quantization/jit/test_quantize_jit.py PASSED [0.0146s] [ 86%] 2025-09-07T07:28:26.8617170Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_skip_values <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0001s] ( Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support avx2 or newer.) [ 86%] 2025-09-07T07:28:26.8617510Z test_quantization.py::TestQuantizeJitPasses::test_insert_observers_weight_dtype <- test/quantization/jit/test_quantize_jit.py PASSED [0.0126s] [ 86%] 2025-09-07T07:28:26.8617820Z test_quantization.py::TestQuantizeJitPasses::test_insert_quant_dequant <- test/quantization/jit/test_quantize_jit.py PASSED [0.0432s] [ 86%] 2025-09-07T07:28:26.8618170Z test_quantization.py::TestQuantizeJitPasses::test_insert_quant_dequant_shared_class_type <- test/quantization/jit/test_quantize_jit.py PASSED [0.0476s] [ 86%] 2025-09-07T07:28:26.8618530Z test_quantization.py::TestQuantizeJitPasses::test_interface_with_fork <- test/quantization/jit/test_quantize_jit.py PASSED [0.0456s] [ 86%] 2025-09-07T07:28:26.8618830Z test_quantization.py::TestQuantizeJitPasses::test_module_list <- test/quantization/jit/test_quantize_jit.py PASSED [0.0286s] [ 86%] 2025-09-07T07:28:26.8619410Z test_quantization.py::TestQuantizeJitPasses::test_quantize_fork_wait <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0009s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 86%] 2025-09-07T07:28:26.8620020Z test_quantization.py::TestQuantizeJitPasses::test_replicate_dequant_same_value <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0001s] ( Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support avx2 or newer.) [ 87%] 2025-09-07T07:28:26.8620330Z test_quantization.py::TestQuantizeJitPasses::test_replicate_dequantize <- test/quantization/jit/test_quantize_jit.py PASSED [0.0037s] [ 87%] 2025-09-07T07:28:26.8620700Z test_quantization.py::TestQuantizeJitPasses::test_replicate_dequantize_in_block <- test/quantization/jit/test_quantize_jit.py PASSED [0.0037s] [ 87%] 2025-09-07T07:28:26.8621300Z test_quantization.py::TestQuantizeJitPasses::test_replicate_quantize_for_if <- test/quantization/jit/test_quantize_jit.py [W907 07:28:24.682320000 utils.py:435] Warning: must run observer before calling calculate_qparams. Returning default values. (function ) 2025-09-07T07:28:26.8621580Z [W907 07:28:24.685084000 utils.py:435] Warning: must run observer before calling calculate_qparams. Returning default values. (function ) 2025-09-07T07:28:26.8621850Z [W907 07:28:24.685181000 utils.py:435] Warning: must run observer before calling calculate_qparams. Returning default values. (function ) 2025-09-07T07:28:26.8622110Z [W907 07:28:24.685228000 utils.py:435] Warning: must run observer before calling calculate_qparams. Returning default values. (function ) 2025-09-07T07:28:26.8622170Z PASSED [0.0360s] [ 87%] 2025-09-07T07:28:26.8622530Z test_quantization.py::TestQuantizeJitPasses::test_skip_dequant_constant_prop <- test/quantization/jit/test_quantize_jit.py PASSED [0.0236s] [ 87%] 2025-09-07T07:28:26.8622850Z test_quantization.py::TestQuantizeJitPasses::test_swap_functional_linear <- test/quantization/jit/test_quantize_jit.py PASSED [0.0031s] [ 87%] 2025-09-07T07:28:26.8623410Z test_quantization.py::TestQuantizeJitOps::test_cat_linear <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 87%] 2025-09-07T07:28:26.8623950Z test_quantization.py::TestQuantizeJitOps::test_clamp <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 87%] 2025-09-07T07:28:26.8624410Z test_quantization.py::TestQuantizeJitOps::test_conv_with_benchmark_flag <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 87%] 2025-09-07T07:28:26.8624980Z test_quantization.py::TestQuantizeJitOps::test_dequantize_tuple <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 87%] 2025-09-07T07:28:26.8625400Z test_quantization.py::TestQuantizeJitOps::test_elu <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 87%] 2025-09-07T07:28:26.8625690Z test_quantization.py::TestQuantizeJitOps::test_general_shape_ops <- test/quantization/jit/test_quantize_jit.py PASSED [0.0422s] [ 87%] 2025-09-07T07:28:26.8625980Z test_quantization.py::TestQuantizeJitOps::test_general_value_ops <- test/quantization/jit/test_quantize_jit.py PASSED [0.1208s] [ 87%] 2025-09-07T07:28:26.8626460Z test_quantization.py::TestQuantizeJitOps::test_group_norm <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0009s] [ 88%] 2025-09-07T07:28:26.8626900Z test_quantization.py::TestQuantizeJitOps::test_hardswish <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 88%] 2025-09-07T07:28:26.8627320Z test_quantization.py::TestQuantizeJitOps::test_instance_norm <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 88%] 2025-09-07T07:28:26.8627740Z test_quantization.py::TestQuantizeJitOps::test_layer_norm <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 88%] 2025-09-07T07:28:26.8628290Z test_quantization.py::TestQuantizeJitOps::test_linear <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8628880Z test_quantization.py::TestQuantizeJitOps::test_qbatch_norm <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8629530Z test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNFuncInplaceRelu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8630120Z test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNFuncRelu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8630700Z test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNRelu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8631290Z test_quantization.py::TestQuantizeJitOps::test_quantized_add <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8631870Z test_quantization.py::TestQuantizeJitOps::test_quantized_add_alpha <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8632440Z test_quantization.py::TestQuantizeJitOps::test_quantized_add_relu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8633030Z test_quantization.py::TestQuantizeJitOps::test_quantized_add_relu_alpha <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 88%] 2025-09-07T07:28:26.8633600Z test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8634190Z test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar_relu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8634790Z test_quantization.py::TestQuantizeJitOps::test_quantized_cat <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8635360Z test_quantization.py::TestQuantizeJitOps::test_quantized_conv <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8635930Z test_quantization.py::TestQuantizeJitOps::test_quantized_conv_relu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8636490Z test_quantization.py::TestQuantizeJitOps::test_quantized_mul <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8637080Z test_quantization.py::TestQuantizeJitOps::test_quantized_mul_relu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8637680Z test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8638270Z test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar_relu <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 89%] 2025-09-07T07:28:26.8638600Z test_quantization.py::TestQuantizeDynamicJitPasses::test_convert_dynamic_fp16 <- test/quantization/jit/test_quantize_jit.py PASSED [0.0074s] [ 89%] 2025-09-07T07:28:26.8639080Z test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_multi_op <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 89%] 2025-09-07T07:28:26.8639590Z test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_quant_multi_uses <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 89%] 2025-09-07T07:28:26.8640080Z test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_shared_weights <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 89%] 2025-09-07T07:28:26.8640420Z test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_weight_observer <- test/quantization/jit/test_quantize_jit.py PASSED [0.0381s] [ 89%] 2025-09-07T07:28:26.8640880Z test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_with_if <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0008s] [ 90%] 2025-09-07T07:28:26.8641260Z test_quantization.py::TestQuantizeDynamicJitPasses::test_insert_quant_dequant_linear_dynamic <- test/quantization/jit/test_quantize_jit.py PASSED [0.0369s] [ 90%] 2025-09-07T07:28:26.8641590Z test_quantization.py::TestQuantizeDynamicJitPasses::test_prepare_dynamic <- test/quantization/jit/test_quantize_jit.py PASSED [0.0135s] [ 90%] 2025-09-07T07:28:26.8641960Z test_quantization.py::TestQuantizeDynamicJitPasses::test_prepare_dynamic_child_qconfig <- test/quantization/jit/test_quantize_jit.py PASSED [0.0130s] [ 90%] 2025-09-07T07:28:26.8642290Z test_quantization.py::TestQuantizeDynamicJitPasses::test_quantize_dynamic_fp16 <- test/quantization/jit/test_quantize_jit.py PASSED [0.0076s] [ 90%] 2025-09-07T07:28:26.8642880Z test_quantization.py::TestQuantizeDynamicJitOps::test_embedding_bag <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 90%] 2025-09-07T07:28:26.8643590Z test_quantization.py::TestQuantizeDynamicJitOps::test_embedding_bag_padding_idx_error <- test/quantization/jit/test_quantize_jit.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 90%] 2025-09-07T07:28:26.8644040Z test_quantization.py::TestQuantizeDynamicJitOps::test_linear <- ../../_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py PASSED [0.0007s] [ 90%] 2025-09-07T07:28:26.8644360Z test_quantization.py::TestFusionPasses::test_quantized_add_relu_fusion <- test/quantization/jit/test_fusion_passes.py PASSED [0.0078s] [ 90%] 2025-09-07T07:28:26.8645000Z test_quantization.py::TestDeprecatedJitQuantized::test_erase_class_tensor_shapes <- test/quantization/jit/test_deprecated_jit_quant.py SKIPPED [0.0249s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 90%] 2025-09-07T07:28:26.8645750Z test_quantization.py::TestDeprecatedJitQuantized::test_rnn_cell_quantized <- test/quantization/jit/test_deprecated_jit_quant.py SKIPPED [0.0008s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 90%] 2025-09-07T07:28:26.8646450Z test_quantization.py::TestDeprecatedJitQuantized::test_rnn_quantized <- test/quantization/jit/test_deprecated_jit_quant.py SKIPPED [0.0007s] (Quantized operations require FBGEMM. FBGEMM is only optimized for CPUs with instruction set support AVX2 or newer.) [ 90%] 2025-09-07T07:28:26.8646830Z test_quantization.py::TestAOMigrationQuantization::test_function_import_fake_quantize <- test/quantization/ao_migration/test_quantization.py PASSED [0.0007s] [ 90%] 2025-09-07T07:28:26.8647200Z test_quantization.py::TestAOMigrationQuantization::test_function_import_fuse_modules <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8647660Z test_quantization.py::TestAOMigrationQuantization::test_function_import_fuser_method_mappings <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8648020Z test_quantization.py::TestAOMigrationQuantization::test_function_import_observer <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8648380Z test_quantization.py::TestAOMigrationQuantization::test_function_import_qconfig <- test/quantization/ao_migration/test_quantization.py PASSED [0.0007s] [ 91%] 2025-09-07T07:28:26.8648750Z test_quantization.py::TestAOMigrationQuantization::test_function_import_quant_type <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8649150Z test_quantization.py::TestAOMigrationQuantization::test_function_import_quantization_mappings <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8649520Z test_quantization.py::TestAOMigrationQuantization::test_function_import_quantize <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8649890Z test_quantization.py::TestAOMigrationQuantization::test_function_import_quantize_jit <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8650250Z test_quantization.py::TestAOMigrationQuantization::test_function_import_stubs <- test/quantization/ao_migration/test_quantization.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8650600Z test_quantization.py::TestAOMigrationQuantization::test_function_import_utils <- test/quantization/ao_migration/test_quantization.py PASSED [0.0016s] [ 91%] 2025-09-07T07:28:26.8650950Z test_quantization.py::TestAOMigrationNNQuantized::test_functional_import <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8651280Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_conv <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 91%] 2025-09-07T07:28:26.8651710Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_dynamic_linear <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0007s] [ 91%] 2025-09-07T07:28:26.8652080Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_embedding_ops <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0007s] [ 92%] 2025-09-07T07:28:26.8652420Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_linear <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 92%] 2025-09-07T07:28:26.8652800Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_activation <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8653160Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_rnn <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8653570Z test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantized_dynamic_import <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 92%] 2025-09-07T07:28:26.8653950Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_activation <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0024s] [ 92%] 2025-09-07T07:28:26.8654300Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_batchnorm <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8654630Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_conv <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0012s] [ 92%] 2025-09-07T07:28:26.8654960Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_dropout <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0012s] [ 92%] 2025-09-07T07:28:26.8655310Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_embedding_ops <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8655720Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_functional_modules <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8656060Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_import <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 92%] 2025-09-07T07:28:26.8656400Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_linear <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8656760Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_normalization <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0013s] [ 92%] 2025-09-07T07:28:26.8657080Z test_quantization.py::TestAOMigrationNNQuantized::test_modules_utils <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0012s] [ 93%] 2025-09-07T07:28:26.8657450Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8657830Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic_qat <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8658220Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic_quantized <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8658600Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_conv_fused <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8658980Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_linear_fused <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8659360Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_linear_relu <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8659810Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_bn_relu <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8660210Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_conv_relu <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0007s] [ 93%] 2025-09-07T07:28:26.8660610Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_linear_relu <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8660980Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_nn_intrinsic_fused <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8661390Z test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_no_import_nn_intrinsic_quantized_dynamic <- test/quantization/ao_migration/test_ao_migration.py PASSED [0.0006s] [ 93%] 2025-09-07T07:28:26.8661790Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 93%] 2025-09-07T07:28:26.8662200Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_convert <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0019s] [ 94%] 2025-09-07T07:28:26.8662580Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_equalize <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8662950Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_fuse <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8663370Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_fusion_patterns <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8663800Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_graph_module <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8664190Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_match_utils <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8664590Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_pattern_utils <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8664970Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_prepare <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0014s] [ 94%] 2025-09-07T07:28:26.8665390Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_quantization_patterns <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0016s] [ 94%] 2025-09-07T07:28:26.8665760Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_utils <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8666140Z test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_quantize_fx <- test/quantization/ao_migration/test_quantization_fx.py PASSED [0.0013s] [ 94%] 2025-09-07T07:28:26.8666420Z test_quantization.py::TestBitsCPU::test_cat_cpu <- test/quantization/core/experimental/test_bits.py PASSED [0.0175s] [ 94%] 2025-09-07T07:28:26.8666700Z test_quantization.py::TestBitsCPU::test_subclass_cpu <- test/quantization/core/experimental/test_bits.py PASSED [0.0011s] [ 94%] 2025-09-07T07:28:26.8666980Z test_quantization.py::TestBitsCPU::test_types_cpu <- test/quantization/core/experimental/test_bits.py PASSED [0.0010s] [ 94%] 2025-09-07T07:28:26.8667350Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0009s] [ 95%] 2025-09-07T07:28:26.8667780Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 95%] 2025-09-07T07:28:26.8668150Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0009s] [ 95%] 2025-09-07T07:28:26.8668530Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 95%] 2025-09-07T07:28:26.8668910Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_extremes_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 95%] 2025-09-07T07:28:26.8669270Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 95%] 2025-09-07T07:28:26.8669660Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 95%] 2025-09-07T07:28:26.8670040Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0038s] [ 95%] 2025-09-07T07:28:26.8670400Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0034s] [ 95%] 2025-09-07T07:28:26.8670770Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_rte_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 95%] 2025-09-07T07:28:26.8671130Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0014s] [ 95%] 2025-09-07T07:28:26.8671500Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0013s] [ 95%] 2025-09-07T07:28:26.8671880Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0013s] [ 95%] 2025-09-07T07:28:26.8672250Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0013s] [ 96%] 2025-09-07T07:28:26.8672610Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_soak_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 96%] 2025-09-07T07:28:26.8672990Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 96%] 2025-09-07T07:28:26.8673380Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 96%] 2025-09-07T07:28:26.8673750Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 96%] 2025-09-07T07:28:26.8674140Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 96%] 2025-09-07T07:28:26.8674520Z test_quantization.py::TestFloat8DtypeCPU::test_cast_round_trip_subnormals_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 96%] 2025-09-07T07:28:26.8674850Z test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 96%] 2025-09-07T07:28:26.8675180Z test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 96%] 2025-09-07T07:28:26.8675580Z test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 96%] 2025-09-07T07:28:26.8675920Z test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 96%] 2025-09-07T07:28:26.8676250Z test_quantization.py::TestFloat8DtypeCPU::test_cat_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 96%] 2025-09-07T07:28:26.8676620Z test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 96%] 2025-09-07T07:28:26.8676990Z test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 97%] 2025-09-07T07:28:26.8677340Z test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 97%] 2025-09-07T07:28:26.8677760Z test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 97%] 2025-09-07T07:28:26.8678170Z test_quantization.py::TestFloat8DtypeCPU::test_creation_with_zeros_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 97%] 2025-09-07T07:28:26.8678500Z test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8678830Z test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8679160Z test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8679550Z test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8679890Z test_quantization.py::TestFloat8DtypeCPU::test_empty_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8680220Z test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8680560Z test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 97%] 2025-09-07T07:28:26.8680880Z test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8681210Z test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 97%] 2025-09-07T07:28:26.8681550Z test_quantization.py::TestFloat8DtypeCPU::test_finfo_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 97%] 2025-09-07T07:28:26.8681900Z test_quantization.py::TestFloat8DtypeCPU::test_float8_e8m0fnu_rne_rounding_cpu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0363s] [ 98%] 2025-09-07T07:28:26.8682240Z test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0023s] [ 98%] 2025-09-07T07:28:26.8682580Z test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0020s] [ 98%] 2025-09-07T07:28:26.8682910Z test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0020s] [ 98%] 2025-09-07T07:28:26.8683310Z test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0019s] [ 98%] 2025-09-07T07:28:26.8683660Z test_quantization.py::TestFloat8DtypeCPU::test_save_load_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0019s] [ 98%] 2025-09-07T07:28:26.8684010Z test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0010s] [ 98%] 2025-09-07T07:28:26.8684370Z test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0009s] [ 98%] 2025-09-07T07:28:26.8684720Z test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0010s] [ 98%] 2025-09-07T07:28:26.8685080Z test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0009s] [ 98%] 2025-09-07T07:28:26.8685470Z test_quantization.py::TestFloat8DtypeCPU::test_special_numbers_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 98%] 2025-09-07T07:28:26.8685830Z test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 98%] 2025-09-07T07:28:26.8686180Z test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 98%] 2025-09-07T07:28:26.8686510Z test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 99%] 2025-09-07T07:28:26.8686850Z test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 99%] 2025-09-07T07:28:26.8687190Z test_quantization.py::TestFloat8DtypeCPU::test_to_string_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0007s] [ 99%] 2025-09-07T07:28:26.8687590Z test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0009s] [ 99%] 2025-09-07T07:28:26.8687970Z test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e4m3fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 99%] 2025-09-07T07:28:26.8688370Z test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 99%] 2025-09-07T07:28:26.8688740Z test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e5m2fnuz <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 99%] 2025-09-07T07:28:26.8689100Z test_quantization.py::TestFloat8DtypeCPU::test_type_promotion_fails_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 99%] 2025-09-07T07:28:26.8689460Z test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_mul_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0009s] [ 99%] 2025-09-07T07:28:26.8689800Z test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_mul_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [ 99%] 2025-09-07T07:28:26.8690160Z test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_mul_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0006s] [ 99%] 2025-09-07T07:28:26.8690550Z test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_pt2_traceable_aot_eager_cpu_float8_e4m3fn <- test/quantization/core/experimental/test_floatx.py PASSED [0.0388s] [ 99%] 2025-09-07T07:28:26.8690940Z test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_pt2_traceable_aot_eager_cpu_float8_e5m2 <- test/quantization/core/experimental/test_floatx.py PASSED [0.0248s] [ 99%] 2025-09-07T07:28:26.8691410Z test_quantization.py::TestFloat8DtypeCPUOnlyCPU::test_pt2_traceable_aot_eager_cpu_float8_e8m0fnu <- test/quantization/core/experimental/test_floatx.py PASSED [0.0008s] [100%] 2025-09-07T07:28:26.8691420Z 2025-09-07T07:28:26.8691520Z ==================================== RERUNS ==================================== 2025-09-07T07:28:26.8691670Z __________________ TestQuantizedFunctionalOps.test_conv2d_api __________________ 2025-09-07T07:28:26.8691740Z Traceback (most recent call last): 2025-09-07T07:28:26.8692080Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/hypothesis/core.py", line 752, in _execute_once_for_engine 2025-09-07T07:28:26.8692150Z result = self.execute_once(data) 2025-09-07T07:28:26.8692210Z ^^^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8692510Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/hypothesis/core.py", line 691, in execute_once 2025-09-07T07:28:26.8692580Z result = self.test_runner(data, run) 2025-09-07T07:28:26.8692640Z ^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8693030Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/hypothesis/executors.py", line 47, in default_new_style_executor 2025-09-07T07:28:26.8693120Z return function(data) 2025-09-07T07:28:26.8693170Z ^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8693450Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/hypothesis/core.py", line 687, in run 2025-09-07T07:28:26.8693510Z return test(*args, **kwargs) 2025-09-07T07:28:26.8693560Z ^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8693880Z File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/quantization/core/test_quantized_functional.py", line 156, in test_conv2d_api 2025-09-07T07:28:26.8693950Z with override_quantized_engine(qengine): 2025-09-07T07:28:26.8694010Z ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8694340Z File "/opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 144, in __exit__ 2025-09-07T07:28:26.8694420Z next(self.gen) 2025-09-07T07:28:26.8694820Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py", line 151, in override_quantized_engine 2025-09-07T07:28:26.8694910Z torch.backends.quantized.engine = previous 2025-09-07T07:28:26.8694970Z ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8695310Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/backends/quantized/__init__.py", line 37, in __set__ 2025-09-07T07:28:26.8695380Z torch._C._set_qengine(_get_qengine_id(val)) 2025-09-07T07:28:26.8695500Z RuntimeError: quantized engine NoQEngine is not supported 2025-09-07T07:28:26.8695500Z 2025-09-07T07:28:26.8695640Z The above exception was the direct cause of the following exception: 2025-09-07T07:28:26.8695640Z 2025-09-07T07:28:26.8695710Z Traceback (most recent call last): 2025-09-07T07:28:26.8696040Z File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/quantization/core/test_quantized_functional.py", line 115, in test_conv2d_api 2025-09-07T07:28:26.8696150Z in_channels_per_group=st.sampled_from([2, 4, 5, 8, 16, 32]), 2025-09-07T07:28:26.8696200Z ^^^^^^^ 2025-09-07T07:28:26.8696510Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/hypothesis/core.py", line 1267, in wrapped_test 2025-09-07T07:28:26.8696570Z raise the_error_hypothesis_found 2025-09-07T07:28:26.8696870Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/hypothesis/core.py", line 716, in execute_once 2025-09-07T07:28:26.8696920Z raise Flaky( 2025-09-07T07:28:26.8698170Z hypothesis.errors.Flaky: Hypothesis test_conv2d_api(self=, batch_size=1, in_channels_per_group=2, H=4, W=4, out_channels_per_group=2, groups=1, kernel_h=1, kernel_w=1, stride_h=1, stride_w=1, pad_h=0, pad_w=0, dilation=1, X_scale=1.2, X_zero_point=0, W_scale=[0.2], W_zero_point=[0], Y_scale=4.2, Y_zero_point=0, use_bias=False, use_channelwise=False, qengine='qnnpack') produces unreliable results: Falsified on the first call but did not on a subsequent one 2025-09-07T07:28:26.8698180Z 2025-09-07T07:28:26.8698310Z To execute this test, run the following from the base repo dir: 2025-09-07T07:28:26.8698550Z python test/quantization/core/test_quantized_functional.py TestQuantizedFunctionalOps.test_conv2d_api 2025-09-07T07:28:26.8698560Z 2025-09-07T07:28:26.8698710Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:28:26.8698770Z Falsifying example: test_conv2d_api( 2025-09-07T07:28:26.8698820Z batch_size=1, 2025-09-07T07:28:26.8698880Z in_channels_per_group=2, 2025-09-07T07:28:26.8698930Z H=4, 2025-09-07T07:28:26.8698970Z W=4, 2025-09-07T07:28:26.8699030Z out_channels_per_group=2, 2025-09-07T07:28:26.8699110Z groups=1, 2025-09-07T07:28:26.8699170Z kernel_h=1, 2025-09-07T07:28:26.8699220Z kernel_w=1, 2025-09-07T07:28:26.8699260Z stride_h=1, 2025-09-07T07:28:26.8699310Z stride_w=1, 2025-09-07T07:28:26.8699350Z pad_h=0, 2025-09-07T07:28:26.8699390Z pad_w=0, 2025-09-07T07:28:26.8699440Z dilation=1, 2025-09-07T07:28:26.8699480Z X_scale=1.2, 2025-09-07T07:28:26.8699530Z X_zero_point=0, 2025-09-07T07:28:26.8699580Z W_scale=[0.2], 2025-09-07T07:28:26.8699630Z W_zero_point=[0], 2025-09-07T07:28:26.8699670Z Y_scale=4.2, 2025-09-07T07:28:26.8699720Z Y_zero_point=0, 2025-09-07T07:28:26.8699760Z use_bias=False, 2025-09-07T07:28:26.8699820Z use_channelwise=False, 2025-09-07T07:28:26.8699870Z qengine='qnnpack', 2025-09-07T07:28:26.8700120Z self=, 2025-09-07T07:28:26.8700160Z ) 2025-09-07T07:28:26.8700260Z Failed to reproduce exception. Expected: 2025-09-07T07:28:26.8700330Z Traceback (most recent call last): 2025-09-07T07:28:26.8700650Z File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/quantization/core/test_quantized_functional.py", line 156, in test_conv2d_api 2025-09-07T07:28:26.8700730Z with override_quantized_engine(qengine): 2025-09-07T07:28:26.8700780Z ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8701100Z File "/opt/homebrew/Cellar/python@3.12/3.12.11/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 144, in __exit__ 2025-09-07T07:28:26.8701150Z next(self.gen) 2025-09-07T07:28:26.8701550Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/testing/_internal/common_quantized.py", line 151, in override_quantized_engine 2025-09-07T07:28:26.8701630Z torch.backends.quantized.engine = previous 2025-09-07T07:28:26.8701690Z ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2025-09-07T07:28:26.8702020Z File "/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/backends/quantized/__init__.py", line 37, in __set__ 2025-09-07T07:28:26.8702110Z torch._C._set_qengine(_get_qengine_id(val)) 2025-09-07T07:28:26.8702220Z RuntimeError: quantized engine NoQEngine is not supported 2025-09-07T07:28:26.8702230Z 2025-09-07T07:28:26.8702230Z 2025-09-07T07:28:26.8702620Z You can reproduce this example by temporarily adding @reproduce_failure('6.56.4', b'AXicY2DAARp4zoABAyOy6AHVmWCAKgpSrgRVDgQA5k4PPA==') as a decorator on your test case 2025-09-07T07:28:26.8703000Z - generated xml file: /Users/ec2-user/runner/_work/pytorch/pytorch/test/test-reports/python-pytest/test_quantization/test_quantization-c3543d1ceaed05a9.xml - 2025-09-07T07:28:26.8703130Z ============ 724 passed, 614 skipped, 1 rerun in 363.34s (0:06:03) ============= 2025-09-07T07:28:26.8703130Z 2025-09-07T07:28:26.8703380Z FINISHED PRINTING LOG FILE of test_quantization 1/1 (test/test-reports/test_quantization_1.1_c800ff37fdd20169_.log) 2025-09-07T07:28:26.8703380Z 2025-09-07T07:28:27.1937940Z Running test batch 'tests to run' cost 4115.47 seconds 2025-09-07T07:28:27.6318680Z 2025-09-07T07:28:27.6318960Z real 68m40.853s 2025-09-07T07:28:27.6319140Z user 151m10.575s 2025-09-07T07:28:27.6319290Z sys 22m34.854s 2025-09-07T07:28:27.6319430Z + assert_git_not_dirty 2025-09-07T07:28:27.6319610Z + [[ macos-py3-arm64 != *rocm* ]] 2025-09-07T07:28:27.6319800Z + [[ macos-py3-arm64 != *xla* ]] 2025-09-07T07:28:27.6326320Z ++ git status --porcelain 2025-09-07T07:28:27.6326520Z ++ grep -v '?? third_party' 2025-09-07T07:28:32.0078330Z ++ true 2025-09-07T07:28:32.0079980Z + git_status= 2025-09-07T07:28:32.0080340Z + [[ -n '' ]] 2025-09-07T07:28:32.0080490Z + [[ 1 == 1 ]] 2025-09-07T07:28:32.0080630Z + test_libtorch 2025-09-07T07:28:32.0080940Z + [[ 0 == \1 ]] 2025-09-07T07:28:32.0081100Z + test_custom_script_ops 2025-09-07T07:28:32.0081260Z + print_cmake_info 2025-09-07T07:28:32.0085020Z ++ which cmake 2025-09-07T07:28:32.0120620Z + CMAKE_EXEC=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/cmake 2025-09-07T07:28:32.0121120Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/cmake 2025-09-07T07:28:32.0121480Z + echo /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/cmake 2025-09-07T07:28:32.0123770Z ++ dirname /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/cmake 2025-09-07T07:28:32.0185440Z + CONDA_INSTALLATION_DIR=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin 2025-09-07T07:28:32.0185840Z + ls -la /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/../lib 2025-09-07T07:28:32.0289130Z total 0 2025-09-07T07:28:32.0289510Z drwxr-xr-x 3 ec2-user staff 96 Sep 7 06:19 . 2025-09-07T07:28:32.0289790Z drwxr-xr-x 8 ec2-user staff 256 Sep 7 06:19 .. 2025-09-07T07:28:32.0290060Z drwxr-xr-x 3 ec2-user staff 96 Sep 7 06:19 python3.12 2025-09-07T07:28:32.0290620Z + echo 'Testing custom script operators' 2025-09-07T07:28:32.0290830Z Testing custom script operators 2025-09-07T07:28:32.0291200Z + pushd test/custom_operator 2025-09-07T07:28:32.0291370Z + rm -rf build 2025-09-07T07:28:32.0291650Z ~/runner/_work/pytorch/pytorch/test/custom_operator ~/runner/_work/pytorch/pytorch 2025-09-07T07:28:32.0332510Z + mkdir build 2025-09-07T07:28:32.0359910Z + pushd build 2025-09-07T07:28:32.0360360Z ~/runner/_work/pytorch/pytorch/test/custom_operator/build ~/runner/_work/pytorch/pytorch/test/custom_operator ~/runner/_work/pytorch/pytorch 2025-09-07T07:28:32.0363210Z ++ python -c 'from distutils.sysconfig import get_python_lib; print(get_python_lib())' 2025-09-07T07:28:32.1292040Z + SITE_PACKAGES=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages 2025-09-07T07:28:32.1292620Z + CMAKE_PREFIX_PATH=/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch 2025-09-07T07:28:32.1293090Z + /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/bin/cmake .. 2025-09-07T07:28:32.4283820Z -- The C compiler identification is AppleClang 15.0.0.15000309 2025-09-07T07:28:32.4965980Z -- The CXX compiler identification is AppleClang 15.0.0.15000309 2025-09-07T07:28:32.5336330Z -- Detecting C compiler ABI info 2025-09-07T07:28:32.6532190Z -- Detecting C compiler ABI info - done 2025-09-07T07:28:32.6568810Z -- Check for working C compiler: /Library/Developer/CommandLineTools/usr/bin/clang - skipped 2025-09-07T07:28:32.6577290Z -- Detecting C compile features 2025-09-07T07:28:32.6586560Z -- Detecting C compile features - done 2025-09-07T07:28:32.6786460Z -- Detecting CXX compiler ABI info 2025-09-07T07:28:32.7823000Z -- Detecting CXX compiler ABI info - done 2025-09-07T07:28:32.7861050Z -- Check for working CXX compiler: /Library/Developer/CommandLineTools/usr/bin/clang++ - skipped 2025-09-07T07:28:32.7863190Z -- Detecting CXX compile features 2025-09-07T07:28:32.7866790Z -- Detecting CXX compile features - done 2025-09-07T07:28:32.8490140Z CMake Warning at /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/share/cmake/Torch/TorchConfig.cmake:22 (message): 2025-09-07T07:28:32.8490850Z static library kineto_LIBRARY-NOTFOUND not found. 2025-09-07T07:28:32.8491100Z Call Stack (most recent call first): 2025-09-07T07:28:32.8491610Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/share/cmake/Torch/TorchConfig.cmake:125 (append_torchlib_if_found) 2025-09-07T07:28:32.8492110Z CMakeLists.txt:9 (find_package) 2025-09-07T07:28:32.8492240Z 2025-09-07T07:28:32.8492240Z 2025-09-07T07:28:32.8493200Z -- Found Torch: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libtorch.dylib 2025-09-07T07:28:32.8494740Z -- Configuring done (0.6s) 2025-09-07T07:28:32.8570410Z -- Generating done (0.0s) 2025-09-07T07:28:32.8595720Z -- Build files have been written to: /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build 2025-09-07T07:28:32.8634850Z + make VERBOSE=1 2025-09-07T07:28:32.8688500Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -S/Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator -B/Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build --check-build-system CMakeFiles/Makefile.cmake 0 2025-09-07T07:28:32.8736550Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_progress_start /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build//CMakeFiles/progress.marks 2025-09-07T07:28:32.8774250Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/Makefile2 all 2025-09-07T07:28:32.8788990Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/custom_ops.dir/build.make CMakeFiles/custom_ops.dir/depend 2025-09-07T07:28:32.8804410Z cd /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build && /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_depends "Unix Makefiles" /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles/custom_ops.dir/DependInfo.cmake "--color=" 2025-09-07T07:28:32.8865200Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/custom_ops.dir/build.make CMakeFiles/custom_ops.dir/build 2025-09-07T07:28:32.8933330Z [ 25%] Building CXX object CMakeFiles/custom_ops.dir/op.cpp.o 2025-09-07T07:28:32.8936600Z /Library/Developer/CommandLineTools/usr/bin/clang++ -DUSE_RPC -Dcustom_ops_EXPORTS -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/include -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -std=gnu++17 -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -fPIC -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -MD -MT CMakeFiles/custom_ops.dir/op.cpp.o -MF CMakeFiles/custom_ops.dir/op.cpp.o.d -o CMakeFiles/custom_ops.dir/op.cpp.o -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/op.cpp 2025-09-07T07:28:40.3412250Z [ 50%] Linking CXX shared library libcustom_ops.dylib 2025-09-07T07:28:40.3413670Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_link_script CMakeFiles/custom_ops.dir/link.txt --verbose=1 2025-09-07T07:28:40.3451340Z /Library/Developer/CommandLineTools/usr/bin/clang++ -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -dynamiclib -Wl,-headerpad_max_install_names -o libcustom_ops.dylib -install_name @rpath/libcustom_ops.dylib CMakeFiles/custom_ops.dir/op.cpp.o -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -Wl,-rpath,/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libc10.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libtorch.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libtorch_cpu.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libc10.dylib -Xlinker -framework -Xlinker Metal -Xlinker -framework -Xlinker MetalPerformanceShaders -Xlinker -framework -Xlinker Foundation -Xlinker -framework -Xlinker Accelerate 2025-09-07T07:28:40.4581750Z [ 50%] Built target custom_ops 2025-09-07T07:28:40.4583320Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/test_custom_ops.dir/build.make CMakeFiles/test_custom_ops.dir/depend 2025-09-07T07:28:40.4600530Z cd /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build && /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_depends "Unix Makefiles" /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles/test_custom_ops.dir/DependInfo.cmake "--color=" 2025-09-07T07:28:40.4660200Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/test_custom_ops.dir/build.make CMakeFiles/test_custom_ops.dir/build 2025-09-07T07:28:40.4726800Z [ 75%] Building CXX object CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o 2025-09-07T07:28:40.4730130Z /Library/Developer/CommandLineTools/usr/bin/clang++ -DUSE_RPC -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/include -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -std=gnu++17 -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -MD -MT CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o -MF CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o.d -o CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/test_custom_ops.cpp 2025-09-07T07:28:44.0235250Z [100%] Linking CXX executable test_custom_ops 2025-09-07T07:28:44.0236970Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_link_script CMakeFiles/test_custom_ops.dir/link.txt --verbose=1 2025-09-07T07:28:44.0274870Z /Library/Developer/CommandLineTools/usr/bin/clang++ -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -Wl,-search_paths_first -Wl,-headerpad_max_install_names CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o -o test_custom_ops -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -Wl,-rpath,/Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build -Wl,-rpath,/Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib libcustom_ops.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libtorch.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libtorch_cpu.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libc10.dylib -Xlinker -framework -Xlinker Metal -Xlinker -framework -Xlinker MetalPerformanceShaders -Xlinker -framework -Xlinker Foundation -Xlinker -framework -Xlinker Accelerate /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/lib/libc10.dylib 2025-09-07T07:28:44.1153260Z [100%] Built target test_custom_ops 2025-09-07T07:28:44.1157210Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_progress_start /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles 0 2025-09-07T07:28:44.1197400Z + popd 2025-09-07T07:28:44.1197680Z ~/runner/_work/pytorch/pytorch/test/custom_operator ~/runner/_work/pytorch/pytorch 2025-09-07T07:28:44.1198020Z + python test_custom_ops.py -v 2025-09-07T07:28:45.5141630Z 2025-09-07T07:28:45.5141840Z Running tests... 2025-09-07T07:28:45.5142120Z ---------------------------------------------------------------------- 2025-09-07T07:28:45.5142530Z Test results will be stored in test-reports/python-unittest/test_custom_ops 2025-09-07T07:28:45.6987880Z test_abstract_impl_pystub_faketensor (__main__.TestCustomOperators.test_abstract_impl_pystub_faketensor) ... /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/my_custom_ops.py:13: FutureWarning: `create_unbacked_symint` is deprecated, please use `new_dynamic_size` instead 2025-09-07T07:28:45.6988780Z nnz = ctx.create_unbacked_symint() 2025-09-07T07:28:45.7028800Z ok (0.188s) 2025-09-07T07:28:45.7055970Z test_abstract_impl_pystub_meta (__main__.TestCustomOperators.test_abstract_impl_pystub_meta) ... ok (0.003s) 2025-09-07T07:28:45.7063610Z test_calling_custom_op (__main__.TestCustomOperators.test_calling_custom_op) ... ok (0.001s) 2025-09-07T07:28:45.7259520Z test_calling_custom_op_inside_script_module (__main__.TestCustomOperators.test_calling_custom_op_inside_script_module) ... ok (0.020s) 2025-09-07T07:28:45.7263070Z test_calling_custom_op_string (__main__.TestCustomOperators.test_calling_custom_op_string) ... ok (0.000s) 2025-09-07T07:28:45.7274210Z test_calling_custom_op_with_autograd (__main__.TestCustomOperators.test_calling_custom_op_with_autograd) ... /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages/torch/autograd/graph.py:841: UserWarning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/torch/csrc/autograd/engine.cpp:1296.) 2025-09-07T07:28:45.7276240Z return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass 2025-09-07T07:28:45.7278420Z ok (0.002s) 2025-09-07T07:28:45.7281870Z test_calling_custom_op_with_autograd_in_nograd_mode (__main__.TestCustomOperators.test_calling_custom_op_with_autograd_in_nograd_mode) ... ok (0.000s) 2025-09-07T07:28:45.7283310Z test_custom_library_is_loaded (__main__.TestCustomOperators.test_custom_library_is_loaded) ... ok (0.000s) 2025-09-07T07:28:45.7565090Z test_dynamo_pystub_suggestion (__main__.TestCustomOperators.test_dynamo_pystub_suggestion) ... ok (0.028s) 2025-09-07T07:28:45.7569560Z test_op_with_incorrect_abstract_impl_pystub (__main__.TestCustomOperators.test_op_with_incorrect_abstract_impl_pystub) ... ok (0.000s) 2025-09-07T07:28:45.7572610Z test_op_with_no_abstract_impl_pystub (__main__.TestCustomOperators.test_op_with_no_abstract_impl_pystub) ... ok (0.000s) 2025-09-07T07:28:45.7621880Z test_saving_and_loading_script_module_with_custom_op (__main__.TestCustomOperators.test_saving_and_loading_script_module_with_custom_op) ... ok (0.005s) 2025-09-07T07:28:45.7622310Z 2025-09-07T07:28:45.7622430Z ---------------------------------------------------------------------- 2025-09-07T07:28:45.7622670Z Ran 12 tests in 0.248s 2025-09-07T07:28:45.7622770Z 2025-09-07T07:28:45.7622820Z OK 2025-09-07T07:28:45.7622900Z 2025-09-07T07:28:45.7622970Z Generating XML reports... 2025-09-07T07:28:45.7644220Z Generated XML report: test-reports/python-unittest/test_custom_ops/TEST-TestCustomOperators-20250907072845.xml 2025-09-07T07:28:46.0726630Z + python model.py --export-script-module=model.pt 2025-09-07T07:28:46.8752290Z + build/test_custom_ops ./model.pt 2025-09-07T07:28:47.0800330Z [W907 07:28:47.535109000 engine.cpp:1296] Warning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (function operator()) 2025-09-07T07:28:47.1484780Z ok 2025-09-07T07:28:47.1499650Z + popd 2025-09-07T07:28:47.1500030Z + assert_git_not_dirty 2025-09-07T07:28:47.1500220Z + [[ macos-py3-arm64 != *rocm* ]] 2025-09-07T07:28:47.1500440Z ~/runner/_work/pytorch/pytorch 2025-09-07T07:28:47.1500830Z + [[ macos-py3-arm64 != *xla* ]] 2025-09-07T07:28:47.1506640Z ++ git status --porcelain 2025-09-07T07:28:47.1507800Z ++ grep -v '?? third_party' 2025-09-07T07:28:47.5891830Z ++ true 2025-09-07T07:28:47.5893430Z + git_status= 2025-09-07T07:28:47.5893670Z + [[ -n '' ]] 2025-09-07T07:28:47.5982570Z ##[group]Run cat test/**/*_toprint.log || true 2025-09-07T07:28:47.5982810Z cat test/**/*_toprint.log || true 2025-09-07T07:28:47.7027380Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:47.7027590Z env: 2025-09-07T07:28:47.7027720Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:47.7027880Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:47.7028060Z TEST_CONFIG: default 2025-09-07T07:28:47.7028190Z SHARD_NUMBER: 1 2025-09-07T07:28:47.7028320Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:47.7028450Z PR_BODY: 2025-09-07T07:28:47.7028570Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:47.7028800Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:47.7029140Z ##[endgroup] 2025-09-07T07:28:47.7504320Z cat: test/**/*_toprint.log: No such file or directory 2025-09-07T07:28:47.7535610Z ##[group]Run kill "$MONITOR_SCRIPT_PID" 2025-09-07T07:28:47.7535840Z kill "$MONITOR_SCRIPT_PID" 2025-09-07T07:28:47.7547390Z shell: /bin/bash -e -l {0} 2025-09-07T07:28:47.7547550Z env: 2025-09-07T07:28:47.7547690Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:47.7547870Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:47.7548050Z TEST_CONFIG: default 2025-09-07T07:28:47.7548220Z SHARD_NUMBER: 1 2025-09-07T07:28:47.7548360Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:47.7548510Z PR_BODY: 2025-09-07T07:28:47.7548640Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:47.7548890Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:47.7549150Z MONITOR_SCRIPT_PID: 83882 2025-09-07T07:28:47.7549310Z ##[endgroup] 2025-09-07T07:28:47.7992770Z Prepare all required actions 2025-09-07T07:28:47.7993080Z Getting action download info 2025-09-07T07:28:47.9820090Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-09-07T07:28:48.1838780Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-09-07T07:28:48.4389140Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-09-07T07:28:48.4389350Z with: 2025-09-07T07:28:48.4389470Z use-gha: true 2025-09-07T07:28:48.4389660Z file-suffix: test-default-1-3-macos-m1-stable_49773898067 2025-09-07T07:28:48.4389890Z s3-bucket: gha-artifacts 2025-09-07T07:28:48.4390040Z env: 2025-09-07T07:28:48.4390150Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:48.4390320Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:48.4390500Z TEST_CONFIG: default 2025-09-07T07:28:48.4390630Z SHARD_NUMBER: 1 2025-09-07T07:28:48.4390760Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:48.4390920Z PR_BODY: 2025-09-07T07:28:48.4391050Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:48.4391290Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:48.4391570Z ##[endgroup] 2025-09-07T07:28:48.4432970Z ##[group]Run actions/upload-artifact@v4 2025-09-07T07:28:48.4433170Z with: 2025-09-07T07:28:48.4439730Z name: test-jsons-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip 2025-09-07T07:28:48.4440030Z retention-days: 14 2025-09-07T07:28:48.4440180Z if-no-files-found: warn 2025-09-07T07:28:48.4440330Z path: test/**/*.json 2025-09-07T07:28:48.4440480Z compression-level: 6 2025-09-07T07:28:48.4440620Z overwrite: false 2025-09-07T07:28:48.4440760Z include-hidden-files: false 2025-09-07T07:28:48.4440910Z env: 2025-09-07T07:28:48.4441030Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:48.4441190Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:48.4441370Z TEST_CONFIG: default 2025-09-07T07:28:48.4441500Z SHARD_NUMBER: 1 2025-09-07T07:28:48.4441640Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:48.4441770Z PR_BODY: 2025-09-07T07:28:48.4441900Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:48.4442130Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:48.4442460Z ##[endgroup] 2025-09-07T07:28:48.9169030Z With the provided path, there will be 10 files uploaded 2025-09-07T07:28:48.9172850Z Artifact name is valid! 2025-09-07T07:28:48.9173080Z Root directory input is valid! 2025-09-07T07:28:48.9700040Z Beginning upload of artifact content to blob storage 2025-09-07T07:28:49.0479960Z Uploaded bytes 49085 2025-09-07T07:28:49.0650570Z Finished uploading artifact content to blob storage! 2025-09-07T07:28:49.0652400Z SHA256 digest of uploaded artifact zip is fe5e21c63adcccca19a9d21031bdf508a8f91cb40fe1f582b5970e1bd8c1fe5b 2025-09-07T07:28:49.0653450Z Finalizing artifact upload 2025-09-07T07:28:49.1444070Z Artifact test-jsons-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip.zip successfully finalized. Artifact ID 3946498305 2025-09-07T07:28:49.1445960Z Artifact test-jsons-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip has been successfully uploaded! Final size is 49085 bytes. Artifact ID is 3946498305 2025-09-07T07:28:49.1462900Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/17524754564/artifacts/3946498305 2025-09-07T07:28:49.1588240Z ##[group]Run actions/upload-artifact@v4 2025-09-07T07:28:49.1588690Z with: 2025-09-07T07:28:49.1589240Z name: test-reports-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip 2025-09-07T07:28:49.1589910Z retention-days: 14 2025-09-07T07:28:49.1590260Z if-no-files-found: ignore 2025-09-07T07:28:49.1590650Z path: test/**/*.xml test/**/*.csv 2025-09-07T07:28:49.1591060Z compression-level: 6 2025-09-07T07:28:49.1591410Z overwrite: false 2025-09-07T07:28:49.1591730Z include-hidden-files: false 2025-09-07T07:28:49.1592110Z env: 2025-09-07T07:28:49.1592380Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:49.1593290Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:49.1593740Z TEST_CONFIG: default 2025-09-07T07:28:49.1594060Z SHARD_NUMBER: 1 2025-09-07T07:28:49.1594380Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:49.1594690Z PR_BODY: 2025-09-07T07:28:49.1595020Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:49.1595560Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:49.1596110Z ##[endgroup] 2025-09-07T07:28:49.5735940Z With the provided path, there will be 269 files uploaded 2025-09-07T07:28:49.5737590Z Artifact name is valid! 2025-09-07T07:28:49.5738050Z Root directory input is valid! 2025-09-07T07:28:49.6304800Z Beginning upload of artifact content to blob storage 2025-09-07T07:28:50.0444880Z Uploaded bytes 1027320 2025-09-07T07:28:50.0636670Z Finished uploading artifact content to blob storage! 2025-09-07T07:28:50.0638990Z SHA256 digest of uploaded artifact zip is d9cf686919130379ef14aa76eb8d44e1eeb3c14bcd7d2beb494fd002a57bc894 2025-09-07T07:28:50.0640250Z Finalizing artifact upload 2025-09-07T07:28:50.1460740Z Artifact test-reports-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip.zip successfully finalized. Artifact ID 3946498342 2025-09-07T07:28:50.1463700Z Artifact test-reports-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip has been successfully uploaded! Final size is 1027320 bytes. Artifact ID is 3946498342 2025-09-07T07:28:50.1488310Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/17524754564/artifacts/3946498342 2025-09-07T07:28:50.1690310Z ##[group]Run actions/upload-artifact@v4 2025-09-07T07:28:50.1690900Z with: 2025-09-07T07:28:50.1691610Z name: logs-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip 2025-09-07T07:28:50.1692370Z retention-days: 14 2025-09-07T07:28:50.1692810Z if-no-files-found: ignore 2025-09-07T07:28:50.1693390Z path: usage_log.txt test/**/*.log 2025-09-07T07:28:50.1693920Z compression-level: 6 2025-09-07T07:28:50.1694310Z overwrite: false 2025-09-07T07:28:50.1694720Z include-hidden-files: false 2025-09-07T07:28:50.1695160Z env: 2025-09-07T07:28:50.1695500Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:50.1695940Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:50.1696600Z TEST_CONFIG: default 2025-09-07T07:28:50.1696970Z SHARD_NUMBER: 1 2025-09-07T07:28:50.1697310Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:50.1697660Z PR_BODY: 2025-09-07T07:28:50.1697990Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:50.1698580Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:50.1699170Z ##[endgroup] 2025-09-07T07:28:50.5975760Z Multiple search paths detected. Calculating the least common ancestor of all paths 2025-09-07T07:28:50.5976760Z The least common ancestor is /Users/ec2-user/runner/_work/pytorch/pytorch. This will be the root directory of the artifact 2025-09-07T07:28:50.5977250Z With the provided path, there will be 321 files uploaded 2025-09-07T07:28:50.5979370Z Artifact name is valid! 2025-09-07T07:28:50.5979800Z Root directory input is valid! 2025-09-07T07:28:50.6528470Z Beginning upload of artifact content to blob storage 2025-09-07T07:28:51.1138480Z Uploaded bytes 1468266 2025-09-07T07:28:51.1327670Z Finished uploading artifact content to blob storage! 2025-09-07T07:28:51.1330320Z SHA256 digest of uploaded artifact zip is 0caa732b7850d18b94b64fcacfeb406f00d1747fa6a78f3b607bfba73b4b2c3c 2025-09-07T07:28:51.1331940Z Finalizing artifact upload 2025-09-07T07:28:51.2118660Z Artifact logs-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip.zip successfully finalized. Artifact ID 3946498382 2025-09-07T07:28:51.2122000Z Artifact logs-runattempt1-test-default-1-3-macos-m1-stable_49773898067.zip has been successfully uploaded! Final size is 1468266 bytes. Artifact ID is 3946498382 2025-09-07T07:28:51.2149030Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/17524754564/artifacts/3946498382 2025-09-07T07:28:51.2471390Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main 2025-09-07T07:28:51.2472000Z with: 2025-09-07T07:28:51.2472330Z benchmark-results-dir: test/test-reports 2025-09-07T07:28:51.2472800Z dry-run: false 2025-09-07T07:28:51.2473120Z schema-version: v3 2025-09-07T07:28:51.2473970Z github-token: *** 2025-09-07T07:28:51.2474280Z env: 2025-09-07T07:28:51.2474560Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:51.2474930Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:51.2475370Z TEST_CONFIG: default 2025-09-07T07:28:51.2475710Z SHARD_NUMBER: 1 2025-09-07T07:28:51.2476010Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:51.2476360Z PR_BODY: 2025-09-07T07:28:51.2493400Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:51.2493990Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:51.2494540Z ##[endgroup] 2025-09-07T07:28:51.2520500Z ##[group]Run set -eux 2025-09-07T07:28:51.2520890Z set -eux 2025-09-07T07:28:51.2521240Z  2025-09-07T07:28:51.2521520Z if [[ -n "" ]]; then 2025-09-07T07:28:51.2521890Z  source "" 2025-09-07T07:28:51.2522180Z fi 2025-09-07T07:28:51.2522700Z python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-09-07T07:28:51.2523270Z  2025-09-07T07:28:51.2523550Z DEVICE_NAME="" 2025-09-07T07:28:51.2523910Z DEVICE_TYPE="" 2025-09-07T07:28:51.2524230Z  2025-09-07T07:28:51.2524520Z if command -v nvidia-smi; then 2025-09-07T07:28:51.2525170Z  # NB: I'm using PyTorch here to get the device name, however, it needs to 2025-09-07T07:28:51.2525970Z  # install the correct version of PyTorch manually for now. Any PyTorch 2025-09-07T07:28:51.2526710Z  # version is fine, I just use 2.7.1 to satify PYPIDEP linter 2025-09-07T07:28:51.2527300Z  python3 -mpip install torch==2.7.1 2025-09-07T07:28:51.2527790Z elif command -v rocminfo; then 2025-09-07T07:28:51.2528420Z  # NB: Installing torch on ROCm runner with pip here causes CI to fail 2025-09-07T07:28:51.2529230Z  # with a memoryview is too large error only on MI300 runners. Is pip 2025-09-07T07:28:51.2530000Z  # version on ROCm runner there too old? As a workaround, let's use the 2025-09-07T07:28:51.2530830Z  # GPU device name coming from rocminfo instead 2025-09-07T07:28:51.2531330Z  DEVICE_NAME=rocm 2025-09-07T07:28:51.2532000Z  DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs) 2025-09-07T07:28:51.2532680Z fi 2025-09-07T07:28:51.2532950Z  2025-09-07T07:28:51.2533340Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV 2025-09-07T07:28:51.2533920Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV 2025-09-07T07:28:51.2559480Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:51.2559910Z env: 2025-09-07T07:28:51.2560150Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:51.2560500Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:51.2560860Z TEST_CONFIG: default 2025-09-07T07:28:51.2561150Z SHARD_NUMBER: 1 2025-09-07T07:28:51.2561560Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:51.2561830Z PR_BODY: 2025-09-07T07:28:51.2562080Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:51.2562550Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:51.2563030Z ##[endgroup] 2025-09-07T07:28:51.2844640Z + [[ -n '' ]] 2025-09-07T07:28:51.2845030Z + python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-09-07T07:28:51.8910240Z Collecting boto3==1.35.33 2025-09-07T07:28:51.8939530Z Using cached boto3-1.35.33-py3-none-any.whl.metadata (6.6 kB) 2025-09-07T07:28:51.9343740Z Collecting psutil==7.0.0 2025-09-07T07:28:51.9365440Z Using cached psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl.metadata (22 kB) 2025-09-07T07:28:51.9539040Z Collecting pynvml==12.0.0 2025-09-07T07:28:51.9560160Z Using cached pynvml-12.0.0-py3-none-any.whl.metadata (5.4 kB) 2025-09-07T07:28:51.9598920Z Requirement already satisfied: botocore<1.36.0,>=1.35.33 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from boto3==1.35.33) (1.35.99) 2025-09-07T07:28:51.9601620Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from boto3==1.35.33) (1.0.1) 2025-09-07T07:28:51.9604260Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from boto3==1.35.33) (0.10.4) 2025-09-07T07:28:51.9687070Z Collecting nvidia-ml-py<13.0.0a0,>=12.0.0 (from pynvml==12.0.0) 2025-09-07T07:28:51.9706390Z Using cached nvidia_ml_py-12.575.51-py3-none-any.whl.metadata (9.3 kB) 2025-09-07T07:28:51.9754290Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (2.9.0.post0) 2025-09-07T07:28:51.9760060Z Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.26.20) 2025-09-07T07:28:51.9788450Z Requirement already satisfied: six>=1.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.17.0) 2025-09-07T07:28:51.9865650Z Using cached boto3-1.35.33-py3-none-any.whl (139 kB) 2025-09-07T07:28:51.9896110Z Using cached psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl (239 kB) 2025-09-07T07:28:51.9943370Z Using cached pynvml-12.0.0-py3-none-any.whl (26 kB) 2025-09-07T07:28:51.9963600Z Using cached nvidia_ml_py-12.575.51-py3-none-any.whl (47 kB) 2025-09-07T07:28:52.1825740Z Installing collected packages: nvidia-ml-py, pynvml, psutil, boto3 2025-09-07T07:28:52.2274420Z Attempting uninstall: psutil 2025-09-07T07:28:52.2299080Z Found existing installation: psutil 5.9.8 2025-09-07T07:28:52.2356150Z Uninstalling psutil-5.9.8: 2025-09-07T07:28:52.2369370Z Successfully uninstalled psutil-5.9.8 2025-09-07T07:28:52.3314690Z Attempting uninstall: boto3 2025-09-07T07:28:52.3329170Z Found existing installation: boto3 1.35.42 2025-09-07T07:28:52.3420460Z Uninstalling boto3-1.35.42: 2025-09-07T07:28:52.3452080Z Successfully uninstalled boto3-1.35.42 2025-09-07T07:28:52.3864270Z 2025-09-07T07:28:52.3903070Z Successfully installed boto3-1.35.33 nvidia-ml-py-12.575.51 psutil-7.0.0 pynvml-12.0.0 2025-09-07T07:28:52.3950520Z 2025-09-07T07:28:52.3950850Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T07:28:52.3951200Z [notice] To update, run: pip install --upgrade pip 2025-09-07T07:28:52.4459860Z + DEVICE_NAME= 2025-09-07T07:28:52.4460090Z + DEVICE_TYPE= 2025-09-07T07:28:52.4460280Z + command -v nvidia-smi 2025-09-07T07:28:52.4460490Z + command -v rocminfo 2025-09-07T07:28:52.4460680Z + echo DEVICE_NAME= 2025-09-07T07:28:52.4461740Z + echo DEVICE_TYPE= 2025-09-07T07:28:52.4495740Z ##[group]Run set -eux 2025-09-07T07:28:52.4495930Z set -eux 2025-09-07T07:28:52.4496180Z  2025-09-07T07:28:52.4496350Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2025-09-07T07:28:52.4496620Z  echo "Missing github-token input" 2025-09-07T07:28:52.4496860Z  exit 1 2025-09-07T07:28:52.4497030Z fi 2025-09-07T07:28:52.4509570Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:52.4509810Z env: 2025-09-07T07:28:52.4509960Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:52.4510160Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:52.4510360Z TEST_CONFIG: default 2025-09-07T07:28:52.4510540Z SHARD_NUMBER: 1 2025-09-07T07:28:52.4510710Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:52.4510870Z PR_BODY: 2025-09-07T07:28:52.4511030Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:52.4511470Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:52.4511750Z DEVICE_NAME: 2025-09-07T07:28:52.4511910Z DEVICE_TYPE: 2025-09-07T07:28:52.4512370Z GITHUB_TOKEN: *** 2025-09-07T07:28:52.4512540Z ##[endgroup] 2025-09-07T07:28:52.4732050Z + [[ -z *** ]] 2025-09-07T07:28:52.4768380Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2025-09-07T07:28:52.4768670Z with: 2025-09-07T07:28:52.4768900Z github-token: *** 2025-09-07T07:28:52.4769070Z env: 2025-09-07T07:28:52.4769220Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:52.4769410Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:52.4769620Z TEST_CONFIG: default 2025-09-07T07:28:52.4769800Z SHARD_NUMBER: 1 2025-09-07T07:28:52.4769960Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:52.4770130Z PR_BODY: 2025-09-07T07:28:52.4770290Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:52.4770570Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:52.4770830Z DEVICE_NAME: 2025-09-07T07:28:52.4770990Z DEVICE_TYPE: 2025-09-07T07:28:52.4771150Z ##[endgroup] 2025-09-07T07:28:52.4781570Z ##[group]Run set -eux 2025-09-07T07:28:52.4781750Z set -eux 2025-09-07T07:28:52.4781910Z  2025-09-07T07:28:52.4782230Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-09-07T07:28:52.4794480Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:52.4794710Z env: 2025-09-07T07:28:52.4794860Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:52.4795030Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:52.4795240Z TEST_CONFIG: default 2025-09-07T07:28:52.4795400Z SHARD_NUMBER: 1 2025-09-07T07:28:52.4795550Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:52.4795720Z PR_BODY: 2025-09-07T07:28:52.4795880Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:52.4796130Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:52.4796380Z DEVICE_NAME: 2025-09-07T07:28:52.4796540Z DEVICE_TYPE: 2025-09-07T07:28:52.4796790Z GITHUB_TOKEN: *** 2025-09-07T07:28:52.4796960Z ##[endgroup] 2025-09-07T07:28:52.5016610Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 17524754564 i-09537b716852f8064 2025-09-07T07:28:53.6463780Z setting job-id=49773898067 2025-09-07T07:28:53.6465010Z setting job-name=macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T07:28:53.6752170Z ##[group]Run set -eux 2025-09-07T07:28:53.6752730Z set -eux 2025-09-07T07:28:53.6753160Z  2025-09-07T07:28:53.6753600Z if [[ -n "" ]]; then 2025-09-07T07:28:53.6754190Z  source "" 2025-09-07T07:28:53.6754650Z fi 2025-09-07T07:28:53.6755080Z  2025-09-07T07:28:53.6755890Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2025-09-07T07:28:53.6756960Z  --schema-version "${SCHEMA_VERSION}" \ 2025-09-07T07:28:53.6757680Z  --repo "${REPO}" \ 2025-09-07T07:28:53.6758370Z  --head-branch "${HEAD_BRANCH}" \ 2025-09-07T07:28:53.6759040Z  --head-sha "${HEAD_SHA}" \ 2025-09-07T07:28:53.6759980Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2025-09-07T07:28:53.6760750Z  --run-attempt "${RUN_ATTEMPT}" \ 2025-09-07T07:28:53.6761410Z  --job-id "${JOB_ID}" \ 2025-09-07T07:28:53.6762050Z  --job-name "${JOB_NAME}" 2025-09-07T07:28:53.6795970Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:53.6796730Z env: 2025-09-07T07:28:53.6797180Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:53.6797830Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:53.6798450Z TEST_CONFIG: default 2025-09-07T07:28:53.6798980Z SHARD_NUMBER: 1 2025-09-07T07:28:53.6799460Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:53.6799970Z PR_BODY: 2025-09-07T07:28:53.6800470Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:53.6801720Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:53.6802600Z DEVICE_NAME: 2025-09-07T07:28:53.6803080Z DEVICE_TYPE: 2025-09-07T07:28:53.6803540Z SCHEMA_VERSION: v3 2025-09-07T07:28:53.6804060Z REPO: pytorch/pytorch 2025-09-07T07:28:53.6804630Z HEAD_BRANCH: refs/heads/main 2025-09-07T07:28:53.6805340Z HEAD_SHA: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:28:53.6806110Z WORKFLOW_RUN_ID: 17524754564 2025-09-07T07:28:53.6806710Z RUN_ATTEMPT: 1 2025-09-07T07:28:53.6807160Z JOB_ID: 49773898067 2025-09-07T07:28:53.6807980Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T07:28:53.6808850Z ##[endgroup] 2025-09-07T07:28:53.7190530Z + [[ -n '' ]] 2025-09-07T07:28:53.7192250Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/main --head-sha 93fb23d6fae7c4e82c4239a1033e522088742634 --workflow-id 17524754564 --run-attempt 1 --job-id 49773898067 --job-name 'macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)' 2025-09-07T07:28:53.7496750Z ##[group]Run set -eux 2025-09-07T07:28:53.7497000Z set -eux 2025-09-07T07:28:53.7497160Z  2025-09-07T07:28:53.7497300Z if [[ -n "" ]]; then 2025-09-07T07:28:53.7497530Z  source "" 2025-09-07T07:28:53.7497700Z fi 2025-09-07T07:28:53.7497840Z  2025-09-07T07:28:53.7498110Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py" 2025-09-07T07:28:53.7510710Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:53.7510960Z env: 2025-09-07T07:28:53.7511110Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:53.7511320Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:53.7511530Z TEST_CONFIG: default 2025-09-07T07:28:53.7511710Z SHARD_NUMBER: 1 2025-09-07T07:28:53.7511880Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:53.7512050Z PR_BODY: 2025-09-07T07:28:53.7512210Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:53.7512500Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:53.7512770Z DEVICE_NAME: 2025-09-07T07:28:53.7512940Z DEVICE_TYPE: 2025-09-07T07:28:53.7513100Z ##[endgroup] 2025-09-07T07:28:53.7725030Z + [[ -n '' ]] 2025-09-07T07:28:53.7725660Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_runners_info.py 2025-09-07T07:28:54.7055720Z ##[group]Run set -eux 2025-09-07T07:28:54.7055930Z set -eux 2025-09-07T07:28:54.7056090Z  2025-09-07T07:28:54.7056270Z # TODO (huydhn): Implement this part 2025-09-07T07:28:54.7056550Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:28:54.7069920Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:54.7070170Z env: 2025-09-07T07:28:54.7070330Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:54.7070550Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:54.7070780Z TEST_CONFIG: default 2025-09-07T07:28:54.7070960Z SHARD_NUMBER: 1 2025-09-07T07:28:54.7071120Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:54.7071420Z PR_BODY: 2025-09-07T07:28:54.7071590Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:54.7071910Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:54.7072190Z DEVICE_NAME: 2025-09-07T07:28:54.7072350Z DEVICE_TYPE: 2025-09-07T07:28:54.7072500Z ##[endgroup] 2025-09-07T07:28:54.7281310Z + echo 'dependencies={}' 2025-09-07T07:28:54.7306810Z ##[group]Run set -eux 2025-09-07T07:28:54.7307030Z set -eux 2025-09-07T07:28:54.7307180Z  2025-09-07T07:28:54.7307340Z if [[ -n "" ]]; then 2025-09-07T07:28:54.7307540Z  source "" 2025-09-07T07:28:54.7307700Z fi 2025-09-07T07:28:54.7307850Z  2025-09-07T07:28:54.7308030Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2025-09-07T07:28:54.7308540Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2025-09-07T07:28:54.7308900Z  # We don't want the job to fail if the directory doesn't exist 2025-09-07T07:28:54.7309260Z  exit 0 2025-09-07T07:28:54.7309430Z fi 2025-09-07T07:28:54.7309590Z  2025-09-07T07:28:54.7309760Z if [[ "${DRY_RUN}" == "true" ]]; then 2025-09-07T07:28:54.7310110Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-09-07T07:28:54.7310510Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-09-07T07:28:54.7310810Z  --metadata "${BENCHMARK_METADATA}" \ 2025-09-07T07:28:54.7311060Z  --runners "${RUNNER_INFO}" \ 2025-09-07T07:28:54.7311300Z  --dependencies "${DEPENDENCIES}" \ 2025-09-07T07:28:54.7311520Z  --dry-run 2025-09-07T07:28:54.7311700Z else 2025-09-07T07:28:54.7311970Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-09-07T07:28:54.7312360Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-09-07T07:28:54.7312650Z  --metadata "${BENCHMARK_METADATA}" \ 2025-09-07T07:28:54.7312900Z  --runners "${RUNNER_INFO}" \ 2025-09-07T07:28:54.7313140Z  --dependencies "${DEPENDENCIES}" 2025-09-07T07:28:54.7313360Z fi 2025-09-07T07:28:54.7326530Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:54.7326810Z env: 2025-09-07T07:28:54.7326970Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:54.7327170Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:54.7327390Z TEST_CONFIG: default 2025-09-07T07:28:54.7327570Z SHARD_NUMBER: 1 2025-09-07T07:28:54.7327720Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:54.7327890Z PR_BODY: 2025-09-07T07:28:54.7328050Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:54.7328320Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:54.7328600Z DEVICE_NAME: 2025-09-07T07:28:54.7328770Z DEVICE_TYPE: 2025-09-07T07:28:54.7328940Z BENCHMARK_RESULTS_DIR: test/test-reports 2025-09-07T07:28:54.7329150Z DRY_RUN: false 2025-09-07T07:28:54.7339340Z BENCHMARK_METADATA: {"timestamp": 1757230133, "schema_version": "v3", "name": "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "93fb23d6fae7c4e82c4239a1033e522088742634", "workflow_id": 17524754564, "run_attempt": 1, "job_id": 49773898067} 2025-09-07T07:28:54.7340430Z RUNNER_INFO: [{"cpu_info": "arm", "cpu_count": 8, "avail_mem_in_gb": 16, "extra_info": {"hostname": "ip-10-0-1-185.ec2.internal"}, "name": "", "type": ""}] 2025-09-07T07:28:54.7340830Z DEPENDENCIES: {} 2025-09-07T07:28:54.7340990Z ##[endgroup] 2025-09-07T07:28:54.7552040Z + [[ -n '' ]] 2025-09-07T07:28:54.7552310Z + [[ ! -d test/test-reports ]] 2025-09-07T07:28:54.7552520Z + [[ false == \t\r\u\e ]] 2025-09-07T07:28:54.7554240Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1757230133, "schema_version": "v3", "name": "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "93fb23d6fae7c4e82c4239a1033e522088742634", "workflow_id": 17524754564, "run_attempt": 1, "job_id": 49773898067}' --runners '[{"cpu_info": "arm", "cpu_count": 8, "avail_mem_in_gb": 16, "extra_info": {"hostname": "ip-10-0-1-185.ec2.internal"}, "name": "", "type": ""}]' --dependencies '{}' 2025-09-07T07:28:54.8482460Z /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'inductor/test_aot_inductor'}, {'test_file': 'inductor/test_kernel_benchmark'}, {'test_file': 'inductor/test_extension_backend'}, {'test_file': 'test_ci_sanity_check_fail'}, {'test_file': 'inductor/test_aot_inductor_arrayref'}, {'test_file': 'inductor/test_compiled_autograd'}, {'test_file': 'inductor/test_inplace_padding'}, {'test_file': 'inductor/test_cudagraph_trees'}, {'test_file': 'test_transformers'}, {'test_file': 'inductor/test_torchinductor'}, {'test_file': 'higher_order_ops/test_with_effects'}, {'test_file': 'dynamo/test_functions'}, {'test_file': 'inductor/test_torchinductor_opinfo'}, {'test_file': 'inductor/test_cuda_repro'}, {'test_file': 'inductor/test_gpu_cpp_wrapper'}, {'test_file': 'dynamo/test_dynamic_shapes'}, {'test_file': 'inductor/test_compile_subprocess'}, {'test_file': 'inductor/test_codecache'}, {'test_file': 'inductor/test_minifier'}, {'test_file': 'inductor/test_torchinductor_codegen_dynamic_shapes'}, {'test_file': 'inductor/test_pattern_matcher'}, {'test_file': 'dynamo/test_repros'}, {'test_file': 'inductor/test_fuzzer'}, {'test_file': 'inductor/test_compiled_optimizers'}, {'test_file': 'functorch/test_aotdispatch'}, {'test_file': 'dynamo/test_pgo'}, {'test_file': 'test_jit_fuser_te'}, {'test_file': 'inductor/test_split_cat_fx_passes'}, {'test_file': 'test_cuda_expandable_segments'}, {'test_file': 'test_type_hints'}, {'test_file': 'inductor/test_split_cat_fx_aten_passes'}, {'test_file': 'inductor/test_torchinductor_dynamic_shapes'}, {'test_file': 'export/test_torchbind'}, {'test_file': 'inductor/test_cudagraph_trees_expandable_segments'}, {'test_file': 'test_nestedtensor'}, {'test_file': 'dynamo/test_modes'}, {'test_file': 'inductor/test_inductor_freezing'}, {'test_file': 'dynamo/test_structured_trace'}, {'test_file': 'inductor/test_control_flow'}, {'test_file': 'inductor/test_padding'}, {'test_file': 'inductor/test_torchbind'}, {'test_file': 'dynamo/test_logging'}, {'test_file': 'dynamo/test_aot_autograd_cache'}, {'test_file': 'dynamo/test_activation_checkpointing'}, {'test_file': 'inductor/test_cpu_repro'}, {'test_file': 'test_cuda'}, {'test_file': 'dynamo/test_trace_rules'}, {'test_file': 'dynamo/test_package'}, {'test_file': 'dynamo/test_compiler_bisector'}, {'test_file': 'inductor/test_fxir_backend'}, {'test_file': 'test_dataloader'}, {'test_file': 'dynamo/test_subclasses'}, {'test_file': 'export/test_draft_export'}, {'test_file': 'test_sparse'}, {'test_file': 'test_reductions'}, {'test_file': 'test_package'}, {'test_file': 'export/test_retraceability'}, {'test_file': 'export/test_export_strict'}, {'test_file': 'inductor/test_triton_extension_backend'}, {'test_file': 'inductor/test_triton_syntax'}, {'test_file': 'test_autoload'}, {'test_file': 'dynamo/test_deque_reconstruct'}, {'test_file': 'test_utils_config_module'}, {'test_file': 'test_mkl_verbose'}, {'test_file': 'export/test_unflatten_training_ir'}, {'test_file': 'inductor/test_cpp_wrapper_hipify'}, {'test_file': 'inductor/test_external_callables'}, {'test_file': 'inductor/test_remote_cache'}, {'test_file': 'export/test_export_training_ir_to_run_decomp'}, {'test_file': 'inductor/test_segmented_tree'}, {'test_file': 'export/test_serdes'}, {'test_file': 'test_comparison_utils'}, {'test_file': 'inductor/test_provenance_tracing'}, {'test_file': 'export/test_functionalized_assertions'}, {'test_file': 'test_license'}, {'test_file': 'dynamo/test_base_output'}, {'test_file': 'inductor/test_triton_kernels'}, {'test_file': 'test_mkldnn_verbose'}, {'test_file': 'inductor/test_inductor_utils'}, {'test_file': 'inductor/test_flex_decoding'}, {'test_file': 'cpp_extensions/torch_stable_test_extension/torch_stable_test/test_torch_stable'}, {'test_file': 'inductor/test_analysis'}, {'test_file': 'test_extension_utils'}, {'test_file': 'test_rename_privateuse1_to_existing_device'}, {'test_file': 'inductor/test_cutedsl_template'}, {'test_file': 'inductor/test_ck_backend'}, {'test_file': 'inductor/test_memory_planning'}, {'test_file': 'export/test_export_with_inline_and_install'}, {'test_file': 'dynamo/test_skip_guard_eval_unsafe'}, {'test_file': 'dynamo/test_buffers_override'}, {'test_file': 'test_custom_ops'}, {'test_file': 'inductor/test_flex_attention'}, {'test_file': 'inductor/test_b2b_gemm'}, {'test_file': 'functorch/test_ac_logging'}, {'test_file': 'inductor/test_inductor_annotations'}, {'test_file': 'dynamo/test_resume'}, {'test_file': 'inductor/test_template_heuristics_registry'}, {'test_file': 'inductor/test_debug_trace'}, {'test_file': 'test_ao_sparsity'}, {'test_file': 'inductor/test_cutlass_backend'}, {'test_file': 'test_cpp_api_parity'}, {'test_file': 'inductor/test_async_compile'}, {'test_file': 'dynamo/test_nops'}, {'test_file': 'torch_np/test_nep50_examples'}, {'test_file': 'torch_np/test_binary_ufuncs'}, {'test_file': 'inductor/test_best_config'}, {'test_file': 'test_hop_infra'}, {'test_file': 'torch_np/test_unary_ufuncs'}, {'test_file': 'inductor/test_aot_inductor_package'}, {'test_file': 'inductor/test_triton_cpu_backend'}, {'test_file': 'inductor/test_pad_mm'}, {'test_file': 'typing/test_python_operators'}, {'test_file': 'inductor/test_aot_inductor_custom_ops'}, {'test_file': 'inductor/test_compile_worker'}, {'test_file': 'dynamo/test_modules'}, {'test_file': 'dynamo/test_global'}, {'test_file': 'export/test_export'}, {'test_file': 'test_foreach'}, {'test_file': 'test_appending_byte_serializer'}, {'test_file': 'test_fx_experimental'}, {'test_file': 'inductor/test_triton_wrapper'}, {'test_file': 'inductor/test_torchinductor_strided_blocks'}, {'test_file': 'test_file_check'}, {'test_file': 'dynamo/test_interop'}, {'test_file': 'dynamo/test_metrics_context'}, {'test_file': 'test_functionalization'}, {'test_file': 'dynamo/test_inline_and_install'}, {'test_file': 'inductor/test_smoke'}, {'test_file': 'torch_np/test_ufuncs_basic'}, {'test_file': 'test_proxy_tensor'}, {'test_file': 'inductor/test_fx_fusion'}, {'test_file': 'inductor/test_move_constructors_to_cuda'}, {'test_file': 'dynamo/test_skip_non_tensor'}, {'test_file': 'export/test_tree_utils'}, {'test_file': 'dynamo/test_frame_init'}, {'test_file': 'test_fx'}, {'test_file': 'torch_np/test_dtype'}, {'test_file': 'inductor/test_indexing'}, {'test_file': 'inductor/test_minifier_utils'}, {'test_file': 'test_typing'}, {'test_file': 'test_transformers_privateuse1'}, {'test_file': 'functorch/test_aot_joint_with_descriptors'}, {'test_file': 'test_utils_filelock'}, {'test_file': 'inductor/test_metrics'}, {'test_file': 'inductor/test_coordinate_descent_tuner'}, {'test_file': 'inductor/test_foreach'}, {'test_file': 'backends/xeon/test_launch'}, {'test_file': 'dynamo/test_dicts'}, {'test_file': 'dynamo/test_sdpa'}, {'test_file': 'dynamo/test_list'}, {'test_file': 'inductor/test_autoheuristic'}, {'test_file': 'test_flop_counter'}, {'test_file': 'xpu/test_fusion'}, {'test_file': 'dynamo/test_fx_graph_runnable'}, {'test_file': 'inductor/test_ordered_set'}, {'test_file': 'dynamo/test_recompiles'}, {'test_file': 'test_per_overload_api'}, {'test_file': 'inductor/test_xpu_basic'}, {'test_file': 'export/test_cpp_serdes'}, {'test_file': 'inductor/test_utils'}, {'test_file': 'test_pytree'}, {'test_file': 'inductor/test_fp8'}, {'test_file': 'dynamo/test_nested_graph_breaks'}, {'test_file': 'dynamo/test_pre_dispatch'}, {'test_file': 'dynamo/test_fx_passes_pre_grad'}, {'test_file': 'test_openreg'}, {'test_file': 'inductor/test_combo_kernels'}, {'test_file': 'inductor/test_device_assert'}, {'test_file': 'inductor/test_op_completeness'}, {'test_file': 'export/test_tools'}, {'test_file': 'export/test_export_opinfo'}, {'test_file': 'dynamo/test_subgraphs'}, {'test_file': 'profiler/test_kineto'}, {'test_file': 'inductor/test_subgraph_choice'}, {'test_file': 'dynamo/test_utils'}, {'test_file': 'test_logging'}, {'test_file': 'test_expanded_weights'}, {'test_file': 'inductor/test_static_cuda_launcher'}, {'test_file': 'torch_np/test_random'}, {'test_file': 'inductor/test_triton_heuristics'}, {'test_file': 'export/test_schema'}, {'test_file': 'dynamo/test_reconstruct'}, {'test_file': 'inductor/test_helion_kernels'}, {'test_file': 'test_compile_benchmark_util'}, {'test_file': 'inductor/test_aot_inductor_utils'}, {'test_file': 'inductor/test_benchmark_fusion'}, {'test_file': 'inductor/test_cpu_cpp_wrapper'}, {'test_file': 'export/test_upgrader'}, {'test_file': 'higher_order_ops/test_invoke_subgraph'}, {'test_file': 'test_optim'}, {'test_file': 'export/test_passes'}, {'test_file': 'inductor/test_kernel_optimization'}, {'test_file': 'test_namedtensor'}, {'test_file': 'dynamo/test_autograd_function'}, {'test_file': 'inductor/test_profiler'}, {'test_file': 'inductor/test_select_algorithm'}, {'test_file': 'inductor/test_alignment'}, {'test_file': 'dynamo/test_config'}, {'test_file': 'dynamo/test_compile'}, {'test_file': 'test_openmp'}, {'test_file': 'functorch/test_ops'}, {'test_file': 'test_import_stats'}, {'test_file': 'test_binary_ufuncs'}, {'test_file': 'lazy/test_bindings'}, {'test_file': 'test_fx_passes'}, {'test_file': 'export/test_db'}, {'test_file': 'inductor/test_group_batch_fusion'}, {'test_file': 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic'}, {'test_file': 'torch_np/numpy_tests/core/test_scalarinherit'}, {'test_file': 'inductor/test_graph_transform_observer'}, {'test_file': 'test_show_pickle'}, {'test_file': 'inductor/test_quantization'}, {'test_file': 'test_native_functions'}, {'test_file': 'test_utils'}, {'test_file': 'dynamo/test_install_free_tensors'}, {'test_file': 'dynamo/test_graph_region_tracker'}, {'test_file': 'inductor/test_cooperative_reductions'}, {'test_file': 'inductor/test_inplacing_pass'}, {'test_file': 'inductor/test_inductor_scheduler'}, {'test_file': 'inductor/test_cpu_select_algorithm'}, {'test_file': 'inductor/test_codegen_triton'}, {'test_file': 'export/test_package'}, {'test_file': 'inductor/test_cudacodecache'}, {'test_file': 'dynamo/test_export'}, {'test_file': 'inductor/test_custom_post_grad_passes'}, {'test_file': 'test_hub'}, {'test_file': 'dynamo/test_view'}, {'test_file': 'test_module_tracker'}, {'test_file': 'dynamo/test_after_aot'}, {'test_file': 'test_complex'}, {'test_file': 'test_meta'}, {'test_file': 'xpu/test_gemm'}, {'test_file': 'test_tensorexpr'}, {'test_file': 'inductor/test_halide'}, {'test_file': 'higher_order_ops/test_invoke_quant'}, {'test_file': 'inductor/test_online_softmax'}, {'test_file': 'dynamo/test_unittest'}, {'test_file': 'inductor/test_max_autotune'}, {'test_file': 'dynamo/test_guard_serialization'}, {'test_file': 'functorch/test_minifier'}, {'test_file': 'test_legacy_vmap'}, {'test_file': 'dynamo/test_cudagraphs_expandable_segments'}, {'test_file': 'test_multiprocessing'}, {'test_file': 'torch_np/numpy_tests/core/test_einsum'}, {'test_file': 'inductor/test_benchmarking'}, {'test_file': 'dynamo/test_model_output'}, {'test_file': 'torch_np/test_basic'}, {'test_file': 'test_segment_reductions'}, {'test_file': 'test_ops_fwd_gradients'}, {'test_file': 'inductor/test_compile'}, {'test_file': 'test_dispatch'}, {'test_file': 'test_pruning_op'}, {'test_file': 'inductor/test_multi_kernel'}, {'test_file': 'inductor/test_decompose_mem_bound_mm'}, {'test_file': 'inductor/test_block_analysis'}, {'test_file': 'inductor/test_minifier_isolate'}, {'test_file': 'export/test_swap'}, {'test_file': 'profiler/test_profiler'}, {'test_file': 'inductor/test_op_dtype_prop'}, {'test_file': 'test_tensorexpr_pybind'}, {'test_file': 'dynamo/test_misc'}, {'test_file': 'inductor/test_loop_ordering'}, {'test_file': 'inductor/test_cutlass_evt'}, {'test_file': 'dynamo/test_sets'}, {'test_file': 'test_numpy_interop'}, {'test_file': 'dynamo/test_backward_higher_order_ops'}, {'test_file': 'inductor/test_torchinductor_codegen_config_overrides'}, {'test_file': 'dynamo/test_export_mutations'}, {'test_file': 'inductor/test_scatter_optimization'}, {'test_file': 'xpu/test_conv'}, {'test_file': 'test_ops_jit'}, {'test_file': 'inductor/test_perf'}, {'test_file': 'test_jit'}, {'test_file': 'inductor/test_layout_optim'}, {'test_file': 'nn/test_multihead_attention'}, {'test_file': 'inductor/test_binary_folding'}, {'test_file': 'inductor/test_snode_runtime'}, {'test_file': 'distributions/test_constraints'}, {'test_file': 'functorch/test_ac_knapsack'}, {'test_file': 'profiler/test_record_function'}, {'test_file': 'export/test_serialize'}, {'test_file': 'test_ops_gradients'}, {'test_file': 'functorch/test_vmap'}, {'test_file': 'dynamo/test_flat_apply'}, {'test_file': 'export/test_unflatten'}, {'test_file': 'test_jiterator'}, {'test_file': 'lazy/test_step_closures'}, {'test_file': 'test_namedtuple_return_api'}, {'test_file': 'inductor/test_memory'}, {'test_file': 'test_monitor'}, {'test_file': 'functorch/test_logging'}, {'test_file': 'test_stateless'}, {'test_file': 'torch_np/numpy_tests/core/test_numeric'}, {'test_file': 'test_weak'}, {'test_file': 'test_cpp_extensions_mtia_backend'}, {'test_file': 'inductor/test_mkldnn_pattern_matcher'}, {'test_file': 'test_jit_disabled'}, {'test_file': 'dynamo/test_optimizers'}, {'test_file': 'functorch/test_ac'}, {'test_file': 'inductor/test_dependencies'}, {'test_file': 'test_content_store'}, {'test_file': 'inductor/test_custom_lowering'}, {'test_file': 'dynamo/test_profiler'}, {'test_file': 'optim/test_lrscheduler'}, {'test_file': 'test_fake_tensor'}, {'test_file': 'inductor/test_needs_exact_strides'}, {'test_file': 'inductor/test_config'}, {'test_file': 'dynamo/test_sources'}, {'test_file': 'test_cuda_trace'}, {'test_file': 'dynamo/test_base_hop'}, {'test_file': 'inductor/test_fused_attention'}, {'test_file': 'export/test_nativert'}, {'test_file': 'dynamo/test_backends'}, {'test_file': 'dynamo/test_verify_correctness'}, 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{'test_file': 'dynamo/test_aot_compile'}, {'test_file': 'test_functionalization_of_rng_ops'}, {'test_file': 'test_subclass'}, {'test_file': 'test_decomp'}, {'test_file': 'dynamo/test_einops'}, {'test_file': 'dynamo/test_callback'}, {'test_file': 'nn/test_parametrization'}, {'test_file': 'test_masked'}, {'test_file': 'export/test_experimental'}, {'test_file': 'nn/test_pruning'}, {'test_file': 'export/test_converter'}, {'test_file': 'test_bundled_inputs'}, {'test_file': 'torch_np/numpy_tests/lib/test_histograms'}, {'test_file': 'test_maskedtensor'}, {'test_file': 'test_autograd'}, {'test_file': 'dynamo/test_reorder_logs'}, {'test_file': 'dynamo/test_exceptions'}, {'test_file': 'export/test_lift_unlift'}, {'test_file': 'dynamo/test_torchrec'}, {'test_file': 'test_public_bindings'}, {'test_file': 'dynamo/test_exc'}, {'test_file': 'test_sparse_semi_structured'}, {'test_file': 'dynamo/test_input_attr_tracking'}, {'test_file': 'functorch/test_control_flow'}, {'test_file': 'test_matmul_cuda'}, {'test_file': 'test_sympy_utils'}, {'test_file': 'inductor/test_mmdecomp'}, {'test_file': 'test_schema_check'}, {'test_file': 'export/test_pass_infra'}, {'test_file': 'dynamo/test_minifier'}, {'test_file': 'profiler/test_execution_trace'}, {'test_file': 'torch_np/numpy_tests/core/test_scalarmath'}, {'test_file': 'benchmark_utils/test_benchmark_utils'}, {'test_file': 'optim/test_swa_utils'}, {'test_file': 'dynamo/test_ctx_manager'}, {'test_file': 'dynamo/test_guard_manager'}, {'test_file': 'optim/test_optim'}, {'test_file': 'lazy/test_ts_opinfo'}, {'test_file': 'dynamo/test_recompile_ux'}, {'test_file': 'test_futures'}, {'test_file': 'dynamo/test_bytecode_utils'}, {'test_file': 'test_dynamic_shapes'}, {'test_file': 'functorch/test_vmap_registrations'}, {'test_file': 'dynamo/test_precompile_context'}, {'test_file': 'torch_np/numpy_tests/core/test_dtype'}, {'test_file': 'dynamo/test_fake_distributed'}, {'test_file': 'inductor/test_distributed_patterns'}, {'test_file': 'test_autocast'}, {'test_file': 'torch_np/numpy_tests/core/test_shape_base'}, {'test_file': 'dynamo/test_hooks'}, {'test_file': 'nn/test_packed_sequence'}, {'test_file': 'export/test_verifier'}, {'test_file': 'export/test_sparse'}, {'test_file': 'dynamo/test_generator'}, {'test_file': 'test_torch'}, {'test_file': 'test_serialization'}, {'test_file': 'test_shape_ops'}, {'test_file': 'lazy/test_generator'}, {'test_file': 'test_numa_binding'}, {'test_file': 'torch_np/numpy_tests/lib/test_twodim_base'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraypad'}, {'test_file': 'test_accelerator'}, {'test_file': 'torch_np/numpy_tests/core/test_getlimits'}, {'test_file': 'nn/test_embedding'}, {'test_file': 'test_testing'}, {'test_file': 'torch_np/numpy_tests/fft/test_helper'}, {'test_file': 'nn/test_dropout'}, {'test_file': 'test_functional_optim'}, {'test_file': 'test_indexing'}, {'test_file': 'torch_np/numpy_tests/fft/test_pocketfft'}, {'test_file': 'torch_np/test_ndarray_methods'}, {'test_file': 'test_sort_and_select'}, {'test_file': 'torch_np/numpy_tests/lib/test_index_tricks'}, {'test_file': 'torch_np/numpy_tests/lib/test_shape_base_'}, {'test_file': 'test_cpp_extensions_jit'}, {'test_file': 'test_vulkan'}, {'test_file': 'torch_np/numpy_tests/linalg/test_linalg'}, {'test_file': 'nn/test_load_state_dict'}, {'test_file': 'test_ops'}, {'test_file': 'test_jit_llga_fuser'}, {'test_file': 'test_native_mha'}, {'test_file': 'test_cuda_primary_ctx'}, {'test_file': 'nn/test_module_hooks'}, {'test_file': 'test_view_ops'}, {'test_file': 'test_xnnpack_integration'}, {'test_file': 'test_mkldnn'}, {'test_file': 'torch_np/numpy_tests/core/test_dlpack'}, {'test_file': 'test_linalg'}, {'test_file': 'test_nn'}, {'test_file': 'test_mkldnn_fusion'}, {'test_file': 'test_sparse_csr'}, {'test_file': 'test_scatter_gather_ops'}, {'test_file': 'dynamo/test_python_autograd'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_methods'}, {'test_file': 'torch_np/numpy_tests/core/test_numerictypes'}, {'test_file': 'profiler/test_memory_profiler'}, {'test_file': 'nn/test_pooling'}, {'test_file': 'test_unary_ufuncs'}, {'test_file': 'lazy/test_debug_util'}, {'test_file': 'test_multiprocessing_spawn'}, {'test_file': 'nn/test_convolution'}, {'test_file': 'nn/test_init'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraysetops'}, {'test_file': 'test_functional_autograd_benchmark'}, {'test_file': 'test_overrides'}, {'test_file': 'test_function_schema'}, {'test_file': 'test_cuda_multigpu'}, {'test_file': 'test_mobile_optimizer'}, {'test_file': 'test_type_promotion'}, {'test_file': 'torch_np/test_reductions'}, {'test_file': 'test_dlpack'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_ctors'}, {'test_file': 'profiler/test_profiler_tree'}, {'test_file': 'test_spectral_ops'}, {'test_file': 'test_prims'}, {'test_file': 'test_jit_autocast'}, {'test_file': 'profiler/test_torch_tidy'}, {'test_file': 'profiler/test_python_tracer'}, {'test_file': 'lazy/test_reuse_ir'}, {'test_file': 'distributions/test_distributions'}, {'test_file': 'test_quantization'}, {'test_file': 'doctests'}, {'test_file': 'test_autoload_disable'}, {'test_file': 'test_autoload_enable'}, {'test_file': 'test_cpp_extensions_aot_ninja'}, {'test_file': 'test_cpp_extensions_aot_no_ninja'}], 'excluded': []} from test/test-reports/td_exclusions-b241e0900398327cc068.json is not a benchmark record, skipping 2025-09-07T07:28:54.8524470Z warn(f"{result} from {filepath} is not a benchmark record, skipping") 2025-09-07T07:28:54.8606050Z Prepare all required actions 2025-09-07T07:28:54.8606360Z Getting action download info 2025-09-07T07:28:54.9558470Z ##[group]Run ./.github/actions/upload-utilization-stats 2025-09-07T07:28:54.9558900Z with: 2025-09-07T07:28:54.9559140Z job_id: 49773898067 2025-09-07T07:28:54.9559530Z job_name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T07:28:54.9559990Z workflow_name: trunk 2025-09-07T07:28:54.9560300Z workflow_run_id: 17524754564 2025-09-07T07:28:54.9560610Z workflow_attempt: 1 2025-09-07T07:28:54.9560930Z local_path: usage_log.txt 2025-09-07T07:28:54.9561220Z env: 2025-09-07T07:28:54.9561440Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:54.9561770Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:54.9562160Z TEST_CONFIG: default 2025-09-07T07:28:54.9562420Z SHARD_NUMBER: 1 2025-09-07T07:28:54.9562690Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:54.9563040Z PR_BODY: 2025-09-07T07:28:54.9563280Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:54.9563770Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:54.9564210Z DEVICE_NAME: 2025-09-07T07:28:54.9564450Z DEVICE_TYPE: 2025-09-07T07:28:54.9564700Z ##[endgroup] 2025-09-07T07:28:54.9596400Z ##[group]Run echo "workflow_id: 17524754564" 2025-09-07T07:28:54.9596730Z echo "workflow_id: 17524754564" 2025-09-07T07:28:54.9597030Z echo "workflow_attempt: 1" 2025-09-07T07:28:54.9597310Z echo "workflow_Name: trunk" 2025-09-07T07:28:54.9597590Z echo "job_id: 49773898067" 2025-09-07T07:28:54.9598010Z echo "job_name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)" 2025-09-07T07:28:54.9598430Z echo "artifact_prefix: " 2025-09-07T07:28:54.9598710Z python3 --version 2025-09-07T07:28:54.9615480Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:54.9615890Z env: 2025-09-07T07:28:54.9616070Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:54.9616380Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:54.9616680Z TEST_CONFIG: default 2025-09-07T07:28:54.9616910Z SHARD_NUMBER: 1 2025-09-07T07:28:54.9617110Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:54.9617320Z PR_BODY: 2025-09-07T07:28:54.9617520Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:54.9617890Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:54.9618250Z DEVICE_NAME: 2025-09-07T07:28:54.9618440Z DEVICE_TYPE: 2025-09-07T07:28:54.9618630Z ##[endgroup] 2025-09-07T07:28:54.9858030Z workflow_id: 17524754564 2025-09-07T07:28:54.9858350Z workflow_attempt: 1 2025-09-07T07:28:54.9858540Z workflow_Name: trunk 2025-09-07T07:28:54.9858750Z job_id: 49773898067 2025-09-07T07:28:54.9859020Z job_name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-09-07T07:28:54.9859530Z artifact_prefix: 2025-09-07T07:28:54.9917900Z Python 3.12.11 2025-09-07T07:28:54.9949990Z ##[group]Run nick-fields/retry@v3.0.0 2025-09-07T07:28:54.9950250Z with: 2025-09-07T07:28:54.9950430Z shell: bash 2025-09-07T07:28:54.9950580Z timeout_minutes: 5 2025-09-07T07:28:54.9950750Z max_attempts: 5 2025-09-07T07:28:54.9950940Z retry_wait_seconds: 30 2025-09-07T07:28:54.9951310Z command: set -eu python3 -m pip install python-dateutil==2.8.2 boto3==1.35.42 pandas==2.1.3 dataclasses_json==0.6.7 2025-09-07T07:28:54.9951710Z polling_interval_seconds: 1 2025-09-07T07:28:54.9951930Z warning_on_retry: true 2025-09-07T07:28:54.9952110Z continue_on_error: false 2025-09-07T07:28:54.9952300Z env: 2025-09-07T07:28:54.9952450Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:54.9952640Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:54.9952860Z TEST_CONFIG: default 2025-09-07T07:28:54.9953070Z SHARD_NUMBER: 1 2025-09-07T07:28:54.9953260Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:54.9953470Z PR_BODY: 2025-09-07T07:28:54.9953630Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:54.9953920Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:54.9954270Z DEVICE_NAME: 2025-09-07T07:28:54.9954770Z DEVICE_TYPE: 2025-09-07T07:28:54.9954930Z ##[endgroup] 2025-09-07T07:28:55.2599270Z Collecting python-dateutil==2.8.2 2025-09-07T07:28:55.2620450Z Using cached python_dateutil-2.8.2-py2.py3-none-any.whl.metadata (8.2 kB) 2025-09-07T07:28:55.3932280Z Collecting boto3==1.35.42 2025-09-07T07:28:55.3956140Z Using cached boto3-1.35.42-py3-none-any.whl.metadata (6.7 kB) 2025-09-07T07:28:55.4601960Z Collecting pandas==2.1.3 2025-09-07T07:28:55.4622640Z Using cached pandas-2.1.3-cp312-cp312-macosx_11_0_arm64.whl.metadata (18 kB) 2025-09-07T07:28:55.4747970Z Requirement already satisfied: dataclasses_json==0.6.7 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (0.6.7) 2025-09-07T07:28:55.4753040Z Requirement already satisfied: six>=1.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from python-dateutil==2.8.2) (1.17.0) 2025-09-07T07:28:55.4758390Z Requirement already satisfied: botocore<1.36.0,>=1.35.42 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from boto3==1.35.42) (1.35.99) 2025-09-07T07:28:55.4760590Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941/lib/python3.12/site-packages (from boto3==1.35.42) (1.0.1) 2025-09-07T07:28:55.4764810Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in 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(from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (4.15.0) 2025-09-07T07:28:55.5330280Z Using cached python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB) 2025-09-07T07:28:55.5380990Z Using cached boto3-1.35.42-py3-none-any.whl (139 kB) 2025-09-07T07:28:55.5418950Z Using cached pandas-2.1.3-cp312-cp312-macosx_11_0_arm64.whl (10.6 MB) 2025-09-07T07:28:55.5751450Z Using cached pytz-2025.2-py2.py3-none-any.whl (509 kB) 2025-09-07T07:28:55.5793950Z Using cached tzdata-2025.2-py2.py3-none-any.whl (347 kB) 2025-09-07T07:28:55.6768260Z Installing collected packages: pytz, tzdata, python-dateutil, pandas, boto3 2025-09-07T07:28:55.8091060Z Attempting uninstall: python-dateutil 2025-09-07T07:28:55.8131750Z Found existing installation: python-dateutil 2.9.0.post0 2025-09-07T07:28:55.8154720Z Uninstalling python-dateutil-2.9.0.post0: 2025-09-07T07:28:55.8170320Z Successfully uninstalled python-dateutil-2.9.0.post0 2025-09-07T07:28:58.3487210Z Attempting uninstall: boto3 2025-09-07T07:28:58.3509880Z Found existing installation: boto3 1.35.33 2025-09-07T07:28:58.3539820Z Uninstalling boto3-1.35.33: 2025-09-07T07:28:58.3554620Z Successfully uninstalled boto3-1.35.33 2025-09-07T07:28:58.3965510Z 2025-09-07T07:28:58.4005350Z Successfully installed boto3-1.35.42 pandas-2.1.3 python-dateutil-2.8.2 pytz-2025.2 tzdata-2025.2 2025-09-07T07:28:58.4028770Z 2025-09-07T07:28:58.4028990Z [notice] A new release of pip is available: 25.1.1 -> 25.2 2025-09-07T07:28:58.4029350Z [notice] To update, run: pip install --upgrade pip 2025-09-07T07:28:59.0742290Z Command completed after 1 attempt(s). 2025-09-07T07:28:59.0924800Z ##[group]Run python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-09-07T07:28:59.0926410Z python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-09-07T07:28:59.0927540Z  --workflow-run-id "17524754564" \ 2025-09-07T07:28:59.0928330Z  --workflow-name "trunk" \ 2025-09-07T07:28:59.0929110Z  --workflow-run-attempt "1" \ 2025-09-07T07:28:59.0929870Z  --job-id "49773898067" \ 2025-09-07T07:28:59.0930860Z  --job-name "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)" \ 2025-09-07T07:28:59.0931880Z  --local-path "usage_log.txt" \ 2025-09-07T07:28:59.0932660Z  --artifact-prefix "" 2025-09-07T07:28:59.1078520Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:28:59.1079270Z env: 2025-09-07T07:28:59.1079750Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:28:59.1080540Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:28:59.1081180Z TEST_CONFIG: default 2025-09-07T07:28:59.1081690Z SHARD_NUMBER: 1 2025-09-07T07:28:59.1082120Z NUM_TEST_SHARDS: 3 2025-09-07T07:28:59.1082580Z PR_BODY: 2025-09-07T07:28:59.1082990Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:28:59.1083750Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:28:59.1084540Z DEVICE_NAME: 2025-09-07T07:28:59.1085010Z DEVICE_TYPE: 2025-09-07T07:28:59.1085430Z ##[endgroup] 2025-09-07T07:29:02.0328560Z repo: pytorch/pytorch 2025-09-07T07:29:02.0328920Z Converted Log Model: UtilizationMetadata: 2025-09-07T07:29:02.0329870Z UtilizationMetadata(level='metadata', workflow_id='17524754564', job_id='49773898067', workflow_name='trunk', job_name='macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)', usage_collect_interval=1.0, data_model_version=1.5, start_at=1757225968, gpu_count=0, cpu_count=8, gpu_type=None, error=None) 2025-09-07T07:29:02.0331170Z [Db Segments] detected pytest cmd: 0, generated segments: 0 2025-09-07T07:29:02.0331530Z [db model] Peek db timeseries 2025-09-07T07:29:02.0331740Z :{ 2025-09-07T07:29:02.0331970Z "created_at": 1757230141, 2025-09-07T07:29:02.0332200Z "type": "utilization", 2025-09-07T07:29:02.0332400Z "tags": [ 2025-09-07T07:29:02.0332580Z "record" 2025-09-07T07:29:02.0332760Z ], 2025-09-07T07:29:02.0332910Z "time_stamp": 1757225968, 2025-09-07T07:29:02.0333150Z "repo": "pytorch/pytorch", 2025-09-07T07:29:02.0333390Z "workflow_id": 17524754564, 2025-09-07T07:29:02.0333590Z "run_attempt": 1, 2025-09-07T07:29:02.0333800Z "job_id": 49773898067, 2025-09-07T07:29:02.0334030Z "workflow_name": "trunk", 2025-09-07T07:29:02.0334330Z "job_name": "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)", 2025-09-07T07:29:02.0334850Z "json_data": "{\"cpu\": {\"avg\": 0.0, \"max\": 0.0, \"raw\": [0.0]}, \"memory\": {\"avg\": 23.3, \"max\": 23.3, \"raw\": [23.3]}, \"gpu_usage\": null}" 2025-09-07T07:29:02.0335240Z } 2025-09-07T07:29:02.0335610Z Writing 1 documents to S3 ossci-utilization/util_metadata/v_1.5/pytorch/pytorch/17524754564/1/49773898067/metadata 2025-09-07T07:29:02.0336790Z Done! Finish writing document to S3 ossci-utilization/util_metadata/v_1.5/pytorch/pytorch/17524754564/1/49773898067/metadata 2025-09-07T07:29:02.0337500Z Writing 831 documents to S3 ossci-utilization/util_timeseries/v_1.5/pytorch/pytorch/17524754564/1/49773898067/time_series 2025-09-07T07:29:02.0338190Z Done! Finish writing document to S3 ossci-utilization/util_timeseries/v_1.5/pytorch/pytorch/17524754564/1/49773898067/time_series 2025-09-07T07:29:02.1017540Z ##[group]Run if [[ -n "$REINSTALL_BREW_MINICONDA" ]]; then 2025-09-07T07:29:02.1017890Z if [[ -n "$REINSTALL_BREW_MINICONDA" ]]; then 2025-09-07T07:29:02.1018160Z  brew install --cask miniconda 2025-09-07T07:29:02.1018370Z fi 2025-09-07T07:29:02.1031800Z shell: /bin/bash -e -l {0} 2025-09-07T07:29:02.1032000Z env: 2025-09-07T07:29:02.1032140Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:29:02.1032340Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:29:02.1032560Z TEST_CONFIG: default 2025-09-07T07:29:02.1032720Z SHARD_NUMBER: 1 2025-09-07T07:29:02.1032910Z NUM_TEST_SHARDS: 3 2025-09-07T07:29:02.1033070Z PR_BODY: 2025-09-07T07:29:02.1033230Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:29:02.1033490Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:29:02.1033770Z DEVICE_NAME: 2025-09-07T07:29:02.1033930Z DEVICE_TYPE: 2025-09-07T07:29:02.1034070Z ##[endgroup] 2025-09-07T07:29:03.7419690Z ==> Caveats 2025-09-07T07:29:03.7420000Z Please run the following to setup your shell: 2025-09-07T07:29:03.7420270Z conda init "$(basename "${SHELL}")" 2025-09-07T07:29:03.7420440Z 2025-09-07T07:29:03.7420580Z Alternatively, manually add the following to your shell init: 2025-09-07T07:29:03.7420900Z eval "$(conda "shell.$(basename "${SHELL}")" hook)" 2025-09-07T07:29:03.7421300Z 2025-09-07T07:29:03.8846770Z ==> Downloading https://raw.githubusercontent.com/Homebrew/homebrew-cask/b827bab3785c2dee5695ea534ea480cab2225a71/Casks/m/miniconda.rb 2025-09-07T07:29:03.9219410Z ==> Downloading https://repo.anaconda.com/miniconda/Miniconda3-py313_25.7.0-2-MacOSX-arm64.sh 2025-09-07T07:29:04.0939990Z Already downloaded: /Users/ec2-user/Library/Caches/Homebrew/downloads/60f9c25f1c65a6000428ff0ff524a5414829fcebbff9cac3bc2e84a1e6c1abc6--Miniconda3-py313_25.7.0-2-MacOSX-arm64.sh 2025-09-07T07:29:06.1823320Z ==> Installing Cask miniconda 2025-09-07T07:29:06.4253950Z ==> Running installer script 'Miniconda3-py313_25.7.0-2-MacOSX-arm64.sh' 2025-09-07T07:29:07.4022130Z PREFIX=/opt/homebrew/Caskroom/miniconda/base 2025-09-07T07:29:07.6821020Z Unpacking bootstrapper... 2025-09-07T07:29:07.7717850Z Unpacking payload... 2025-09-07T07:29:19.3542830Z 2025-09-07T07:29:19.3543600Z Installing base environment... 2025-09-07T07:29:19.3543800Z 2025-09-07T07:29:23.8472730Z Preparing transaction: ...working... done 2025-09-07T07:29:35.4782530Z Executing transaction: ...working... 2025-09-07T07:29:35.4782840Z done 2025-09-07T07:29:37.7922080Z installation finished. 2025-09-07T07:29:37.7931470Z ==> Linking Binary 'conda' to '/opt/homebrew/bin/conda' 2025-09-07T07:29:37.9130540Z 🍺 miniconda was successfully installed! 2025-09-07T07:29:37.9284350Z ==> No outdated dependents to upgrade! 2025-09-07T07:29:37.9437700Z ##[group]Run pytorch/test-infra/.github/actions/check-disk-space@main 2025-09-07T07:29:37.9437980Z with: 2025-09-07T07:29:37.9438150Z minimum-available-space-in-gb: 6 2025-09-07T07:29:37.9438360Z env: 2025-09-07T07:29:37.9438510Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:29:37.9438700Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:29:37.9438900Z TEST_CONFIG: default 2025-09-07T07:29:37.9439080Z SHARD_NUMBER: 1 2025-09-07T07:29:37.9439230Z NUM_TEST_SHARDS: 3 2025-09-07T07:29:37.9439400Z PR_BODY: 2025-09-07T07:29:37.9439640Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:29:37.9439920Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:29:37.9440190Z DEVICE_NAME: 2025-09-07T07:29:37.9440350Z DEVICE_TYPE: 2025-09-07T07:29:37.9440490Z ##[endgroup] 2025-09-07T07:29:37.9451370Z ##[group]Run echo "Print the available disk space for manual inspection" 2025-09-07T07:29:37.9451830Z echo "Print the available disk space for manual inspection" 2025-09-07T07:29:37.9452100Z df -h 2025-09-07T07:29:37.9452280Z  2025-09-07T07:29:37.9452420Z function check_disk_space() { 2025-09-07T07:29:37.9452630Z  set +e 2025-09-07T07:29:37.9452780Z  2025-09-07T07:29:37.9452960Z  # Set the minimum requirement space to 6GB 2025-09-07T07:29:37.9453300Z  MINIMUM_AVAILABLE_SPACE_IN_KB=$(($MINIMUM_AVAILABLE_SPACE_IN_GB * 1024 * 1024)) 2025-09-07T07:29:37.9453600Z  2025-09-07T07:29:37.9453780Z  # Use KB to avoid floating point warning like 3.1GB 2025-09-07T07:29:37.9454080Z  df -k | tr -s ' ' | cut -d' ' -f 4,9 | while read -r LINE; 2025-09-07T07:29:37.9454320Z  do 2025-09-07T07:29:37.9454500Z  AVAIL=$(echo $LINE | cut -f1 -d' ') 2025-09-07T07:29:37.9454730Z  MOUNT=$(echo $LINE | cut -f2 -d' ') 2025-09-07T07:29:37.9454960Z  2025-09-07T07:29:37.9455100Z  if [ "${MOUNT}" = "/" ]; then 2025-09-07T07:29:37.9455510Z  if [ "${AVAIL}" -lt "${MINIMUM_AVAILABLE_SPACE_IN_KB}" ]; then 2025-09-07T07:29:37.9456090Z  echo "Failure: There is only ${AVAIL}KB free space left in ${MOUNT}, which is less than the minimum requirement of ${MINIMUM_AVAILABLE_SPACE_IN_KB}KB for ${RUNNER_OS}" 2025-09-07T07:29:37.9456540Z  else 2025-09-07T07:29:37.9456830Z  echo "Success: There is ${AVAIL}KB free space left in ${MOUNT} for ${RUNNER_OS}, continue" 2025-09-07T07:29:37.9457270Z  fi 2025-09-07T07:29:37.9457440Z  fi 2025-09-07T07:29:37.9457590Z  done 2025-09-07T07:29:37.9457740Z  2025-09-07T07:29:37.9457870Z  set -e 2025-09-07T07:29:37.9458020Z } 2025-09-07T07:29:37.9458150Z  2025-09-07T07:29:37.9458330Z RESULT=$(check_disk_space) 2025-09-07T07:29:37.9458550Z echo "${RESULT}" 2025-09-07T07:29:37.9458720Z  2025-09-07T07:29:37.9458910Z if [[ "${RESULT}" == *Failure* && "${RUNNER_OS}" == "macOS" ]]; then 2025-09-07T07:29:37.9459450Z  # We can clean up /System/Library/Caches/com.apple.coresymbolicationd on MacOS to free up the space and this should free up enough space 2025-09-07T07:29:37.9459940Z  # https://github.com/pytorch/pytorch/issues/85440 2025-09-07T07:29:37.9460310Z  sudo rm "/System/Library/Caches/com.apple.coresymbolicationd/data" || true 2025-09-07T07:29:37.9460900Z  # Stop the daemon and launchctl will automatically start it again, thus accomplish a restart and free up the above file 2025-09-07T07:29:37.9461380Z  sudo launchctl stop com.apple.coresymbolicationd || true 2025-09-07T07:29:37.9461640Z  2025-09-07T07:29:37.9461810Z  # Clean up crash reports on the runner 2025-09-07T07:29:37.9462140Z  sudo rm -rf "/System/Volumes/Data/Library/Logs/CrashReporter" || true 2025-09-07T07:29:37.9462420Z  2025-09-07T07:29:37.9462870Z  # Also try to clean up torch.hub caching directory 2025-09-07T07:29:37.9463170Z  rm -rf "${HOME}/.cache/torch/hub" || true 2025-09-07T07:29:37.9463400Z  2025-09-07T07:29:37.9463530Z  # Purge conda 2025-09-07T07:29:37.9463730Z  conda clean -p -t -y || true 2025-09-07T07:29:37.9463950Z  # and pip cache 2025-09-07T07:29:37.9464140Z  pip cache purge || true 2025-09-07T07:29:37.9464340Z  2025-09-07T07:29:37.9464560Z  echo "Re-run disk space check for ${RUNNER_OS} after cleaning up" 2025-09-07T07:29:37.9464840Z  # Re-run the check 2025-09-07T07:29:37.9465060Z  RESULT=$(check_disk_space) 2025-09-07T07:29:37.9465270Z  echo "${RESULT}" 2025-09-07T07:29:37.9465450Z fi 2025-09-07T07:29:37.9465590Z  2025-09-07T07:29:37.9465770Z if [[ "${RESULT}" == *Failure* ]]; then 2025-09-07T07:29:37.9465970Z  df -h 2025-09-07T07:29:37.9466120Z  2025-09-07T07:29:37.9466570Z  echo "Please help create an issue to PyTorch Release Engineering via https://github.com/pytorch/test-infra/issues and provide the link to the workflow run." 2025-09-07T07:29:37.9467050Z  exit 1 2025-09-07T07:29:37.9467210Z fi 2025-09-07T07:29:37.9483870Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:29:37.9484110Z env: 2025-09-07T07:29:37.9484250Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:29:37.9484440Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-09-07T07:29:37.9484630Z TEST_CONFIG: default 2025-09-07T07:29:37.9484790Z SHARD_NUMBER: 1 2025-09-07T07:29:37.9484930Z NUM_TEST_SHARDS: 3 2025-09-07T07:29:37.9485070Z PR_BODY: 2025-09-07T07:29:37.9485220Z REINSTALL_BREW_MINICONDA: 1 2025-09-07T07:29:37.9485480Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:29:37.9485770Z DEVICE_NAME: 2025-09-07T07:29:37.9485930Z DEVICE_TYPE: 2025-09-07T07:29:37.9486110Z MINIMUM_AVAILABLE_SPACE_IN_GB: 6 2025-09-07T07:29:37.9486310Z ##[endgroup] 2025-09-07T07:29:37.9696320Z Print the available disk space for manual inspection 2025-09-07T07:29:37.9709980Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-09-07T07:29:37.9710380Z /dev/disk5s2s1 256Gi 9.5Gi 177Gi 6% 404k 1.9G 0% / 2025-09-07T07:29:37.9710760Z devfs 217Ki 217Ki 0Bi 100% 752 0 100% /dev 2025-09-07T07:29:37.9711260Z /dev/disk5s5 256Gi 2.0Gi 177Gi 2% 2 1.9G 0% /System/Volumes/VM 2025-09-07T07:29:37.9711830Z /dev/disk5s3 256Gi 5.7Gi 177Gi 4% 1.0k 1.9G 0% /System/Volumes/Preboot 2025-09-07T07:29:37.9712430Z /dev/disk1s2 500Mi 6.0Mi 387Mi 2% 1 4.0M 0% /System/Volumes/xarts 2025-09-07T07:29:37.9712910Z /dev/disk1s1 500Mi 53Mi 387Mi 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-09-07T07:29:37.9713390Z /dev/disk1s3 500Mi 852Ki 387Mi 1% 51 4.0M 0% /System/Volumes/Hardware 2025-09-07T07:29:37.9713800Z /dev/disk5s1 256Gi 60Gi 177Gi 26% 2.5M 1.9G 0% /System/Volumes/Data 2025-09-07T07:29:37.9714200Z map auto_home 0Bi 0Bi 0Bi 100% 0 0 - /System/Volumes/Data/home 2025-09-07T07:29:37.9714630Z /dev/disk3s4 228Gi 120Ki 210Gi 1% 18 2.2G 0% /private/tmp/tmp-mount-QQILuO 2025-09-07T07:29:38.0110040Z Success: There is 186066656KB free space left in / for macOS, continue 2025-09-07T07:29:38.0165260Z Post job cleanup. 2025-09-07T07:29:38.0539160Z Removing virtual environment at /Users/ec2-user/runner/_work/_temp/venv-3.12-1757225941 2025-09-07T07:29:41.0991140Z Post job cleanup. 2025-09-07T07:29:41.1033450Z Post job cleanup. 2025-09-07T07:29:41.1856300Z [command]/usr/bin/git version 2025-09-07T07:29:41.1924950Z git version 2.39.3 (Apple Git-146) 2025-09-07T07:29:41.1944290Z Copying '/Users/ec2-user/.gitconfig' to '/Users/ec2-user/runner/_work/_temp/7933ad2e-68bc-46ac-9aaf-d3ea876370a3/.gitconfig' 2025-09-07T07:29:41.1950820Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/7933ad2e-68bc-46ac-9aaf-d3ea876370a3' before making global git config changes 2025-09-07T07:29:41.1951430Z Adding repository directory to the temporary git global config as a safe directory 2025-09-07T07:29:41.1953490Z [command]/usr/bin/git config --global --add safe.directory /Users/ec2-user/runner/_work/pytorch/pytorch 2025-09-07T07:29:41.2021320Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-09-07T07:29:41.2082490Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-09-07T07:29:41.2885740Z Entering 'android/libs/fbjni' 2025-09-07T07:29:41.2998100Z Entering 'third_party/FP16' 2025-09-07T07:29:41.3105690Z Entering 'third_party/FXdiv' 2025-09-07T07:29:41.3209660Z Entering 'third_party/NNPACK' 2025-09-07T07:29:41.3321360Z Entering 'third_party/NVTX' 2025-09-07T07:29:41.3420420Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T07:29:41.3519890Z Entering 'third_party/XNNPACK' 2025-09-07T07:29:41.3791390Z Entering 'third_party/aiter' 2025-09-07T07:29:41.3891570Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T07:29:41.3996560Z Entering 'third_party/benchmark' 2025-09-07T07:29:41.4112730Z Entering 'third_party/composable_kernel' 2025-09-07T07:29:41.4213700Z Entering 'third_party/cpp-httplib' 2025-09-07T07:29:41.4315310Z Entering 'third_party/cpuinfo' 2025-09-07T07:29:41.4444330Z Entering 'third_party/cudnn_frontend' 2025-09-07T07:29:41.4544290Z Entering 'third_party/cutlass' 2025-09-07T07:29:41.4648350Z Entering 'third_party/fbgemm' 2025-09-07T07:29:41.4854570Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T07:29:41.5025870Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T07:29:41.5222660Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T07:29:41.5390910Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T07:29:41.5613270Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T07:29:41.5749280Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T07:29:41.5879160Z Entering 'third_party/fbgemm/external/json' 2025-09-07T07:29:41.6009400Z Entering 'third_party/flash-attention' 2025-09-07T07:29:41.6109270Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T07:29:41.6210020Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T07:29:41.6311870Z Entering 'third_party/flatbuffers' 2025-09-07T07:29:41.6415420Z Entering 'third_party/fmt' 2025-09-07T07:29:41.6522730Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T07:29:41.6630440Z Entering 'third_party/gloo' 2025-09-07T07:29:41.6745390Z Entering 'third_party/googletest' 2025-09-07T07:29:41.6859680Z Entering 'third_party/ideep' 2025-09-07T07:29:41.6988960Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T07:29:41.7170340Z Entering 'third_party/ittapi' 2025-09-07T07:29:41.7273720Z Entering 'third_party/kineto' 2025-09-07T07:29:41.7372770Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T07:29:41.7471710Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T07:29:41.7573220Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T07:29:41.7673100Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T07:29:41.7774470Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T07:29:41.7872510Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T07:29:41.7975610Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T07:29:41.8075260Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T07:29:41.8175360Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T07:29:41.8274960Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T07:29:41.8375880Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T07:29:41.8478810Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T07:29:41.8581710Z Entering 'third_party/kleidiai' 2025-09-07T07:29:41.8686410Z Entering 'third_party/mimalloc' 2025-09-07T07:29:41.8787560Z Entering 'third_party/nlohmann' 2025-09-07T07:29:41.8892650Z Entering 'third_party/onnx' 2025-09-07T07:29:41.9176830Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T07:29:41.9309030Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T07:29:41.9411110Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T07:29:41.9512440Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T07:29:41.9613630Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T07:29:41.9713640Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T07:29:41.9815600Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T07:29:41.9917270Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T07:29:42.0019290Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T07:29:42.0117700Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T07:29:42.0218690Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T07:29:42.0321330Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T07:29:42.0431490Z Entering 'third_party/pocketfft' 2025-09-07T07:29:42.0533310Z Entering 'third_party/protobuf' 2025-09-07T07:29:42.0691510Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T07:29:42.0827590Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T07:29:42.0966640Z Entering 'third_party/psimd' 2025-09-07T07:29:42.1074350Z Entering 'third_party/pthreadpool' 2025-09-07T07:29:42.1181430Z Entering 'third_party/pybind11' 2025-09-07T07:29:42.1301740Z Entering 'third_party/python-peachpy' 2025-09-07T07:29:42.1409940Z Entering 'third_party/sleef' 2025-09-07T07:29:42.1528230Z Entering 'third_party/tensorpipe' 2025-09-07T07:29:42.1667010Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T07:29:42.1804910Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:29:42.1951230Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:29:42.2110530Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:29:42.2254480Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:29:42.2383710Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-09-07T07:29:42.2441430Z http.https://github.com/.extraheader 2025-09-07T07:29:42.2448210Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-09-07T07:29:42.2515780Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-09-07T07:29:42.3017110Z Entering 'android/libs/fbjni' 2025-09-07T07:29:42.3089280Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3156480Z Entering 'third_party/FP16' 2025-09-07T07:29:42.3223870Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3290590Z Entering 'third_party/FXdiv' 2025-09-07T07:29:42.3357460Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3424250Z Entering 'third_party/NNPACK' 2025-09-07T07:29:42.3491740Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3564730Z Entering 'third_party/NVTX' 2025-09-07T07:29:42.3632380Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3699730Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T07:29:42.3766920Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3834270Z Entering 'third_party/XNNPACK' 2025-09-07T07:29:42.3901070Z http.https://github.com/.extraheader 2025-09-07T07:29:42.3972940Z Entering 'third_party/aiter' 2025-09-07T07:29:42.4041850Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4107910Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T07:29:42.4174200Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4245730Z Entering 'third_party/benchmark' 2025-09-07T07:29:42.4314080Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4380470Z Entering 'third_party/composable_kernel' 2025-09-07T07:29:42.4447430Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4516870Z Entering 'third_party/cpp-httplib' 2025-09-07T07:29:42.4585360Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4651310Z Entering 'third_party/cpuinfo' 2025-09-07T07:29:42.4717900Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4784740Z Entering 'third_party/cudnn_frontend' 2025-09-07T07:29:42.4851300Z http.https://github.com/.extraheader 2025-09-07T07:29:42.4918170Z Entering 'third_party/cutlass' 2025-09-07T07:29:42.4984860Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5054360Z Entering 'third_party/fbgemm' 2025-09-07T07:29:42.5122770Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5189380Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T07:29:42.5256630Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5329640Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T07:29:42.5395450Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5463620Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T07:29:42.5530540Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5596640Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T07:29:42.5662700Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5732050Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T07:29:42.5799680Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5865900Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T07:29:42.5932010Z http.https://github.com/.extraheader 2025-09-07T07:29:42.5998110Z Entering 'third_party/fbgemm/external/json' 2025-09-07T07:29:42.6064630Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6133350Z Entering 'third_party/flash-attention' 2025-09-07T07:29:42.6201250Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6267160Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T07:29:42.6334590Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6403830Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T07:29:42.6471430Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6542670Z Entering 'third_party/flatbuffers' 2025-09-07T07:29:42.6611770Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6678780Z Entering 'third_party/fmt' 2025-09-07T07:29:42.6745620Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6811700Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T07:29:42.6878440Z http.https://github.com/.extraheader 2025-09-07T07:29:42.6945650Z Entering 'third_party/gloo' 2025-09-07T07:29:42.7012100Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7077920Z Entering 'third_party/googletest' 2025-09-07T07:29:42.7144360Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7210440Z Entering 'third_party/ideep' 2025-09-07T07:29:42.7277330Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7342110Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T07:29:42.7407880Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7477580Z Entering 'third_party/ittapi' 2025-09-07T07:29:42.7544940Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7612120Z Entering 'third_party/kineto' 2025-09-07T07:29:42.7678720Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7743150Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T07:29:42.7809520Z http.https://github.com/.extraheader 2025-09-07T07:29:42.7875340Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T07:29:42.7941690Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8009360Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T07:29:42.8076230Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8142750Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T07:29:42.8208810Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8275630Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T07:29:42.8341720Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8407240Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T07:29:42.8473600Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8543250Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T07:29:42.8609900Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8677220Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T07:29:42.8743600Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8810070Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T07:29:42.8878900Z http.https://github.com/.extraheader 2025-09-07T07:29:42.8946110Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T07:29:42.9012610Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9082020Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T07:29:42.9148380Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9214280Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T07:29:42.9280580Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9348600Z Entering 'third_party/kleidiai' 2025-09-07T07:29:42.9416550Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9483480Z Entering 'third_party/mimalloc' 2025-09-07T07:29:42.9551120Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9617180Z Entering 'third_party/nlohmann' 2025-09-07T07:29:42.9683550Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9750570Z Entering 'third_party/onnx' 2025-09-07T07:29:42.9817480Z http.https://github.com/.extraheader 2025-09-07T07:29:42.9888380Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T07:29:42.9956760Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0037460Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T07:29:43.0101520Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0167580Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T07:29:43.0233650Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0300620Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T07:29:43.0366640Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0433250Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T07:29:43.0499770Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0565850Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T07:29:43.0631750Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0698380Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T07:29:43.0765330Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0831850Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T07:29:43.0898170Z http.https://github.com/.extraheader 2025-09-07T07:29:43.0964620Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T07:29:43.1030610Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1096620Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T07:29:43.1162120Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1229390Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T07:29:43.1296700Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1365940Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T07:29:43.1433550Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1509560Z Entering 'third_party/pocketfft' 2025-09-07T07:29:43.1579830Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1646880Z Entering 'third_party/protobuf' 2025-09-07T07:29:43.1713890Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1780960Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T07:29:43.1847760Z http.https://github.com/.extraheader 2025-09-07T07:29:43.1927400Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T07:29:43.1994190Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2063160Z Entering 'third_party/psimd' 2025-09-07T07:29:43.2131360Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2198010Z Entering 'third_party/pthreadpool' 2025-09-07T07:29:43.2265040Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2331690Z Entering 'third_party/pybind11' 2025-09-07T07:29:43.2399220Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2474370Z Entering 'third_party/python-peachpy' 2025-09-07T07:29:43.2541070Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2607330Z Entering 'third_party/sleef' 2025-09-07T07:29:43.2673970Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2740070Z Entering 'third_party/tensorpipe' 2025-09-07T07:29:43.2807410Z http.https://github.com/.extraheader 2025-09-07T07:29:43.2873920Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T07:29:43.2941280Z http.https://github.com/.extraheader 2025-09-07T07:29:43.3008050Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:29:43.3074830Z http.https://github.com/.extraheader 2025-09-07T07:29:43.3148370Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:29:43.3214500Z http.https://github.com/.extraheader 2025-09-07T07:29:43.3293830Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:29:43.3360450Z http.https://github.com/.extraheader 2025-09-07T07:29:43.3425220Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:29:43.3491970Z http.https://github.com/.extraheader 2025-09-07T07:29:43.3629090Z A job completed hook has been configured by the self-hosted runner administrator 2025-09-07T07:29:43.3664390Z ##[group]Run '/opt/runner_scripts/post-job.sh' 2025-09-07T07:29:43.3676580Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:29:43.3676820Z ##[endgroup] 2025-09-07T07:29:43.3952380Z + df -h 2025-09-07T07:29:43.3972740Z + ls -t /var/log/post_job 2025-09-07T07:29:43.3973340Z + awk 'NR>100' 2025-09-07T07:29:43.3974210Z + xargs rm -fv 2025-09-07T07:29:43.3974820Z + Checking if runner needs to be terminated...ok 2025-09-07T07:29:43.3975140Z + Outputting disk space 2025-09-07T07:29:43.3975460Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-09-07T07:29:43.3975870Z /dev/disk5s2s1 256Gi 9.5Gi 179Gi 6% 404k 1.9G 0% / 2025-09-07T07:29:43.3976240Z devfs 217Ki 217Ki 0Bi 100% 752 0 100% /dev 2025-09-07T07:29:43.3976650Z /dev/disk5s5 256Gi 2.0Gi 179Gi 2% 2 1.9G 0% /System/Volumes/VM 2025-09-07T07:29:43.3977070Z /dev/disk5s3 256Gi 5.7Gi 179Gi 4% 1.0k 1.9G 0% /System/Volumes/Preboot 2025-09-07T07:29:43.3977500Z /dev/disk1s2 500Mi 6.0Mi 387Mi 2% 1 4.0M 0% /System/Volumes/xarts 2025-09-07T07:29:43.3977930Z /dev/disk1s1 500Mi 53Mi 387Mi 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-09-07T07:29:43.3978470Z /dev/disk1s3 500Mi 852Ki 387Mi 1% 51 4.0M 0% /System/Volumes/Hardware 2025-09-07T07:29:43.3978900Z /dev/disk5s1 256Gi 59Gi 179Gi 25% 2.5M 1.9G 0% /System/Volumes/Data 2025-09-07T07:29:43.3979330Z map auto_home 0Bi 0Bi 0Bi 100% 0 0 - /System/Volumes/Data/home 2025-09-07T07:29:43.3979770Z /dev/disk3s4 228Gi 120Ki 210Gi 1% 18 2.2G 0% /private/tmp/tmp-mount-QQILuO 2025-09-07T07:29:43.3980120Z + Cleaning up old logs (Keep the latest 100) 2025-09-07T07:29:43.8001950Z + Restoring SSH key to be the skeleton key 2025-09-07T07:29:43.8087150Z Cleaning up orphan processes