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android / platform / external / pytorch / 5caf2e55d4c59d3562d5e3e91c22698451edcb80 / . / .lintrunner.toml
blob: 4bbdf6d3a8be38b1d1887c45f98279d88d37f7e0 [file] [log] [blame]
merge_base_with = "origin/main"
[[linter]]
code = 'FLAKE8'
include_patterns = ['**/*.py']
exclude_patterns = [
'.git/**',
'build_test_custom_build/**',
'build/**',
'caffe2/**',
'docs/caffe2/**',
'docs/cpp/src/**',
'docs/src/**',
'fb/**',
'**/fb/**',
'functorch/docs/**',
'functorch/examples/**',
'functorch/notebooks/**',
'torch/_inductor/fx_passes/serialized_patterns/**',
'scripts/**',
'test/generated_type_hints_smoketest.py',
# Tests from the NumPy test suite
'test/torch_np/numpy_test/**/*.py',
'third_party/**',
'torch/include/**',
'torch/lib/**',
'venv/**',
'**/*.pyi',
'tools/test/test_selective_build.py',
]
command = [
'python3',
'tools/linter/adapters/flake8_linter.py',
'--',
'@{{PATHSFILE}}'
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'flake8==6.0.0',
'flake8-bugbear==23.3.23',
'flake8-comprehensions==3.12.0',
'flake8-executable==2.1.3',
'flake8-logging-format==0.9.0',
'flake8-pyi==23.3.1',
'flake8-simplify==0.19.3',
'mccabe==0.7.0',
'pycodestyle==2.10.0',
'pyflakes==3.0.1',
]
[[linter]]
code = 'CLANGFORMAT'
include_patterns = [
'aten/src/ATen/*.h',
'aten/src/ATen/mps/**/*.mm',
'aten/src/ATen/native/mps/**/*.mm',
'aten/src/ATen/native/vulkan/**/*.h',
'aten/src/ATen/native/vulkan/**/*.cpp',
'aten/src/ATen/native/cuda/MultiTensorApply.cuh',
'aten/src/ATen/native/**/Foreach*.*',
'c10/**/*.h',
'c10/**/*.cpp',
'torch/csrc/**/*.h',
'torch/csrc/**/*.hpp',
'torch/csrc/**/*.cpp',
'test/cpp/**/*.h',
'test/cpp/**/*.cpp',
]
exclude_patterns = [
'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
'c10/util/strong_type.h',
'**/fb/**',
'torch/csrc/jit/serialization/mobile_bytecode_generated.h',
'torch/csrc/utils/pythoncapi_compat.h',
'aten/src/ATen/dlpack.h',
]
init_command = [
'python3',
'tools/linter/adapters/s3_init.py',
'--config-json=tools/linter/adapters/s3_init_config.json',
'--linter=clang-format',
'--dry-run={{DRYRUN}}',
'--output-dir=.lintbin',
'--output-name=clang-format',
]
command = [
'python3',
'tools/linter/adapters/clangformat_linter.py',
'--binary=.lintbin/clang-format',
'--',
'@{{PATHSFILE}}'
]
is_formatter = true
[[linter]]
code = 'MYPY'
include_patterns = [
'torch/**/*.py',
'torch/**/*.pyi',
'caffe2/**/*.py',
'caffe2/**/*.pyi',
'test/test_bundled_images.py',
'test/test_bundled_inputs.py',
'test/test_complex.py',
'test/test_datapipe.py',
'test/test_futures.py',
# 'test/test_numpy_interop.py',
'test/test_torch.py',
'test/test_type_hints.py',
'test/test_type_info.py',
]
exclude_patterns = [
'**/fb/**',
'torch/include/**',
'torch/csrc/**',
'torch/_dynamo/**/*.py',
'torch/_inductor/**/*.py',
'torch/_numpy/**/*.py',
'torch/_functorch/aot_autograd.py',
'torch/_functorch/benchmark_utils.py',
'torch/_functorch/compile_utils.py',
'torch/_functorch/compilers.py',
'torch/_functorch/eager_transforms.py',
'torch/_functorch/fx_minifier.py',
'torch/_functorch/partitioners.py',
'torch/_functorch/top_operators_github_usage.py',
'torch/_functorch/vmap.py',
'torch/_subclasses/schema_check_mode.py',
'torch/distributed/elastic/agent/server/api.py',
'torch/testing/_internal/**',
'torch/distributed/fsdp/fully_sharded_data_parallel.py',
'torch/distributed/distributed_c10d.py',
# TODO(suo): these exclusions were added just to get lint clean on master.
# Follow up to do more target suppressions and remove them.
'torch/ao/quantization/fx/convert.py',
'torch/ao/quantization/_dbr/function_fusion.py',
'test/test_datapipe.py',
'caffe2/contrib/fakelowp/test/test_batchmatmul_nnpi_fp16.py',
'test/test_numpy_interop.py',
'torch/torch_version.py',
'torch/fx/proxy.py',
'torch/fx/passes/shape_prop.py',
'torch/fx/node.py',
'torch/fx/experimental/symbolic_shapes.py',
'torch/fx/experimental/proxy_tensor.py',
'torch/_subclasses/fake_utils.py',
'torch/_subclasses/fake_tensor.py',
]
command = [
'python3',
'tools/linter/adapters/mypy_linter.py',
'--config=mypy.ini',
'--',
'@{{PATHSFILE}}'
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'numpy==1.24.3',
'expecttest==0.1.6',
'mypy==1.4.1',
'types-requests==2.27.25',
'types-PyYAML==6.0.7',
'types-tabulate==0.8.8',
'types-protobuf==3.19.18',
'types-pkg-resources==0.1.3',
'types-Jinja2==2.11.9',
'junitparser==2.1.1',
'rich==10.9.0',
'pyyaml==6.0',
'optree==0.9.1',
]
[[linter]]
code = 'MYPYNOFOLLOW'
include_patterns = [
'torch/_dynamo/eval_frame.py',
'torch/_dynamo/convert_frame.py',
'torch/_dynamo/symbolic_convert.py',
'torch/_dynamo/types.py',
'torch/_dynamo/output_graph.py',
'torch/_dynamo/guards.py',
'torch/_dynamo/side_effects.py',
'torch/_dynamo/optimizations/__init__.py',
'torch/_dynamo/optimizations/backends.py',
'torch/_dynamo/optimizations/training.py',
'torch/_dynamo/debug_utils.py',
'torch/_dynamo/repro/**/*.py',
'torch/_inductor/**/*.py',
'torch/_C/_dynamo/**/*.py',
'test/test_utils.py', # used to by in MYPY but after importing op_db it took 10+ minutes
]
exclude_patterns = [
'**/fb/**',
'torch/_inductor/fx_passes/serialized_patterns/**',
'torch/_inductor/scheduler.py',
]
command = [
'python3',
'tools/linter/adapters/mypy_linter.py',
'--config=mypy-nofollow.ini',
'--code=MYPYNOFOLLOW',
'--',
'@{{PATHSFILE}}'
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'types-colorama==0.4.6',
]
[[linter]]
code = 'MYPYSTRICT'
include_patterns = [
'.github/**/*.py',
'benchmarks/instruction_counts/**/*.py',
'tools/**/*.py',
'torchgen/**/*.py',
'torch/utils/_pytree.py',
'torch/utils/_cxx_pytree.py',
'torch/utils/benchmark/utils/common.py',
'torch/utils/benchmark/utils/timer.py',
'torch/utils/benchmark/utils/valgrind_wrapper/**/*.py',
]
exclude_patterns = [
# (linbinyu) copied from internal repo
'**/fb/**',
'tools/code_analyzer/gen_operators_yaml.py',
'tools/dynamo/verify_dynamo.py',
'tools/gen_vulkan_spv.py',
'tools/test/gen_operators_yaml_test.py',
'tools/test/gen_oplist_test.py',
'tools/test/test_selective_build.py',
]
command = [
'python3',
'tools/linter/adapters/mypy_linter.py',
'--config=mypy-strict.ini',
'--code=MYPYSTRICT',
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'CLANGTIDY'
include_patterns = [
'c10/**/*.cpp',
'torch/csrc/**/*.cpp',
]
exclude_patterns = [
# The negative filters below are to exclude files that include onnx_pb.h or
# caffe2_pb.h, otherwise we'd have to build protos as part of this CI job.
# CUDA files are also excluded.
'**/fb/**',
'**/*pb.h',
'**/*CUDA*',
'**/cuda/*pp',
'third_party/**/*',
'torch/csrc/api/**',
'torch/csrc/autograd/functions/**',
'torch/csrc/autograd/generated/**',
'torch/csrc/autograd/profiler_legacy.cpp',
'torch/csrc/CudaIPCTypes.cpp',
'torch/csrc/cuda/**',
'torch/csrc/dynamo/*',
'torch/csrc/distributed/**/*',
'torch/csrc/inductor/**/*',
'torch/csrc/jit/**/*',
'torch/csrc/jit/serialization/import_legacy.cpp',
'torch/csrc/jit/serialization/export.cpp',
'torch/csrc/lazy/**/*',
'torch/csrc/onnx/init.cpp',
'torch/csrc/profiler/**/*',
'torch/csrc/quantized/**/*',
'torch/csrc/mps/**/*',
]
init_command = [
'python3',
'tools/linter/adapters/s3_init.py',
'--config-json=tools/linter/adapters/s3_init_config.json',
'--linter=clang-tidy',
'--dry-run={{DRYRUN}}',
'--output-dir=.lintbin',
'--output-name=clang-tidy',
]
command = [
'python3',
'tools/linter/adapters/clangtidy_linter.py',
'--binary=.lintbin/clang-tidy',
'--build_dir=./build',
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'TYPEIGNORE'
include_patterns = ['**/*.py', '**/*.pyi']
exclude_patterns = [
'fb/**',
'**/fb/**',
'test/test_jit.py',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=# type:\s*ignore([^\[]|$)',
'--linter-name=TYPEIGNORE',
'--error-name=unqualified type: ignore',
"""--error-description=\
This line has an unqualified `type: ignore`; \
please convert it to `type: ignore[xxxx]`\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'NOQA'
include_patterns = ['**/*.py', '**/*.pyi']
exclude_patterns = [
'caffe2/**',
'fb/**',
'**/fb/**'
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=# noqa([^:]|$)',
'--linter-name=NOQA',
'--error-name=unqualified noqa',
"""--error-description=\
This line has an unqualified `noqa`; \
please convert it to `noqa: XXXX`\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'CIRCLECI'
include_patterns=['.circleci/**']
command = [
'python3',
'tools/linter/adapters/circleci_linter.py',
'--regen-script-working-dir=.circleci',
'--config-yml=.circleci/config.yml',
'--regen-script=generate_config_yml.py',
]
[[linter]]
code = 'NATIVEFUNCTIONS'
include_patterns=['aten/src/ATen/native/native_functions.yaml']
command = [
'python3',
'tools/linter/adapters/nativefunctions_linter.py',
'--native-functions-yml=aten/src/ATen/native/native_functions.yaml',
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'ruamel.yaml==0.17.4',
]
is_formatter = true
[[linter]]
code = 'NEWLINE'
include_patterns=['**']
exclude_patterns=[
'**/contrib/**',
'third_party/**',
'**/*.bat',
'**/*.expect',
'**/*.ipynb',
'**/*.ps1',
'**/*.ptl',
'fb/**',
'**/fb/**',
'tools/clang_format_hash/**',
'test/cpp/jit/upgrader_models/*.ptl',
'test/cpp/jit/upgrader_models/*.ptl.ff',
'**/*.png',
'**/*.gz',
]
command = [
'python3',
'tools/linter/adapters/newlines_linter.py',
'--',
'@{{PATHSFILE}}',
]
is_formatter = true
[[linter]]
code = 'CONSTEXPR'
include_patterns=['aten/src/ATen/native/cuda/*.cu']
command = [
'python3',
'tools/linter/adapters/constexpr_linter.py',
'--',
'@{{PATHSFILE}}',
]
is_formatter = true
[[linter]]
code = 'SPACES'
include_patterns = ['**']
exclude_patterns = [
'**/contrib/**',
'**/*.diff',
'**/*.patch',
'third_party/**',
'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
'fb/**',
'**/fb/**',
'test/cpp/jit/upgrader_models/*.ptl',
'test/cpp/jit/upgrader_models/*.ptl.ff',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=[[:blank:]]$',
'--linter-name=SPACES',
'--error-name=trailing spaces',
'--replace-pattern=s/[[:blank:]]+$//',
"""--error-description=\
This line has trailing spaces; please remove them.\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'TABS'
include_patterns = ['**']
exclude_patterns = [
'**/*.svg',
'**/*Makefile',
'**/contrib/**',
'third_party/**',
'**/.gitattributes',
'**/.gitmodules',
'fb/**',
'**/fb/**',
'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
'test/cpp/jit/upgrader_models/*.ptl',
'test/cpp/jit/upgrader_models/*.ptl.ff',
'.lintrunner.toml',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
# @lint-ignore TXT2
'--pattern= ',
'--linter-name=TABS',
'--error-name=saw some tabs',
'--replace-pattern=s/\t/ /',
"""--error-description=\
This line has tabs; please replace them with spaces.\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'INCLUDE'
include_patterns = [
'c10/**',
'aten/**',
'torch/csrc/**',
]
exclude_patterns = [
'aten/src/ATen/native/quantized/cpu/qnnpack/**',
'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
'aten/src/ATen/native/vulkan/glsl/**',
'**/fb/**',
'torch/csrc/jit/serialization/mobile_bytecode_generated.h',
'torch/csrc/utils/pythoncapi_compat.h',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=#include "',
'--linter-name=INCLUDE',
'--error-name=quoted include',
'--replace-pattern=s/#include "(.*)"$/#include <\1>/',
"""--error-description=\
This #include uses quotes; please convert it to #include <xxxx>\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'PYBIND11_INCLUDE'
include_patterns = [
'**/*.cpp',
'**/*.h',
]
exclude_patterns = [
'torch/csrc/utils/pybind.h',
'torch/utils/benchmark/utils/valgrind_wrapper/compat_bindings.cpp',
'caffe2/**/*',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=#include <pybind11\/',
'--allowlist-pattern=#include <torch\/csrc\/utils\/pybind.h>',
'--linter-name=PYBIND11_INCLUDE',
'--match-first-only',
'--error-name=direct include of pybind11',
# https://stackoverflow.com/a/33416489/23845
# NB: this won't work if the pybind11 include is on the first line;
# but that's fine because it will just mean the lint will still fail
# after applying the change and you will have to fix it manually
'--replace-pattern=1,/(#include <pybind11\/)/ s/(#include <pybind11\/)/#include <torch\/csrc\/utils\/pybind.h>\n\1/',
"""--error-description=\
This #include directly includes pybind11 without also including \
#include <torch/csrc/utils/pybind.h>; this means some important \
specializations may not be included.\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'ERROR_PRONE_ISINSTANCE'
include_patterns = [
'torch/_refs/**/*.py',
'torch/_prims/**/*.py',
'torch/_prims_common/**/*.py',
'torch/_decomp/**/*.py',
'torch/_meta_registrations.py',
]
exclude_patterns = [
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=isinstance\([^)]+(int|float)\)',
'--linter-name=ERROR_PRONE_ISINSTANCE',
'--error-name=error prone isinstance',
"""--error-description=\
This line has an isinstance call that directly refers to \
int or float. This is error-prone because you may also \
have wanted to allow SymInt or SymFloat in your test. \
To suppress this lint, use an appropriate type alias defined \
in torch._prims_common; use IntLike/FloatLike when you would accept \
both regular and symbolic numbers, Dim for ints representing \
dimensions, or IntWithoutSymInt/FloatWithoutSymFloat if you really \
meant to exclude symbolic numbers.
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'PYBIND11_SPECIALIZATION'
include_patterns = [
'**/*.cpp',
'**/*.h',
]
exclude_patterns = [
# The place for all orphan specializations
'torch/csrc/utils/pybind.h',
# These specializations are non-orphan
'torch/csrc/distributed/c10d/init.cpp',
'torch/csrc/jit/python/pybind.h',
'fb/**',
'**/fb/**',
# These are safe to exclude as they do not have Python
'c10/**/*',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=PYBIND11_DECLARE_HOLDER_TYPE',
'--linter-name=PYBIND11_SPECIALIZATION',
'--error-name=pybind11 specialization in non-standard location',
"""--error-description=\
This pybind11 specialization (PYBIND11_DECLARE_HOLDER_TYPE) should \
be placed in torch/csrc/utils/pybind.h so that it is guaranteed to be \
included at any site that may potentially make use of it via py::cast. \
If your specialization is in the same header file as the definition \
of the holder type, you can ignore this lint by adding your header to \
the exclude_patterns for this lint in .lintrunner.toml. For more \
information see https://github.com/pybind/pybind11/issues/4099 \
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'PYPIDEP'
include_patterns = ['.github/**']
exclude_patterns = [
'**/*.rst',
'**/*.py',
'**/*.md',
'**/*.diff',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
"""--pattern=\
(pip|pip3|python -m pip|python3 -m pip|python3 -mpip|python -mpip) \
install ([a-zA-Z0-9][A-Za-z0-9\\._\\-]+)([^/=<>~!]+)[A-Za-z0-9\\._\\-\\*\\+\\!]*$\
""",
'--linter-name=PYPIDEP',
'--error-name=unpinned PyPI install',
"""--error-description=\
This line has unpinned PyPi installs; \
please pin them to a specific version: e.g. 'thepackage==1.2'\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'EXEC'
include_patterns = ['**']
exclude_patterns = [
'third_party/**',
'torch/bin/**',
'**/*.so',
'**/*.py',
'**/*.sh',
'**/*.bash',
'**/git-pre-commit',
'**/git-clang-format',
'**/gradlew',
'fb/**',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/exec_linter.py',
'--',
'@{{PATHSFILE}}',
]
[[linter]]
code = 'CUBINCLUDE'
include_patterns = ['aten/**']
exclude_patterns = [
'aten/src/ATen/cuda/cub*.cuh',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=#include <cub/',
'--linter-name=CUBINCLUDE',
'--error-name=direct cub include',
"""--error-description=\
This line has a direct cub include; please include \
ATen/cuda/cub.cuh instead and wrap your cub calls in \
at::native namespace if necessary.
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'RAWCUDA'
include_patterns = [
'aten/**',
'c10/**',
]
exclude_patterns = [
'aten/src/ATen/test/**',
'c10/cuda/CUDAFunctions.h',
'c10/cuda/CUDACachingAllocator.cpp',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=cudaStreamSynchronize',
'--linter-name=RAWCUDA',
'--error-name=raw CUDA API usage',
"""--error-description=\
This line calls raw CUDA APIs directly; please use at::cuda wrappers instead.
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'RAWCUDADEVICE'
include_patterns = [
'aten/**',
'c10/**',
'torch/csrc/**',
]
exclude_patterns = [
'aten/src/ATen/cuda/CUDAContext.cpp',
'aten/src/ATen/cuda/CUDAGeneratorImpl.cpp',
'aten/src/ATen/test/**',
'c10/core/impl/InlineDeviceGuard.h',
'c10/cuda/CUDAFunctions.cpp',
'c10/cuda/CUDAGuard.h',
'c10/cuda/impl/CUDATest.cpp',
'torch/csrc/cuda/nccl.cpp',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=cudaSetDevice(',
'--pattern=cudaGetDevice(',
'--linter-name=RAWCUDADEVICE',
'--error-name=raw CUDA API usage',
"""--error-description=\
This line calls raw CUDA APIs directly; please use c10::cuda wrappers instead.
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'ROOT_LOGGING'
include_patterns = [
'**/*.py',
]
# These are not library code, but scripts in their own right, and so
# therefore are permitted to use logging
exclude_patterns = [
'tools/**',
'test/**',
'benchmarks/**',
'torch/distributed/run.py',
'functorch/benchmarks/**',
# Grandfathered in
'caffe2/**',
'fb/**',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=logging\.(debug|info|warn|warning|error|critical|log|exception)\(',
'--replace-pattern=s/logging\.(debug|info|warn|warning|error|critical|log|exception)\(/log.\1(/',
'--linter-name=ROOT_LOGGING',
'--error-name=use of root logger',
"""--error-description=\
Do not use root logger (logging.info, etc) directly; instead \
define 'log = logging.getLogger(__name__)' and call, e.g., log.info().
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'DEPLOY_DETECTION'
include_patterns = [
'**/*.py',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=sys\.executable == .torch_deploy.',
'--replace-pattern=s/sys\.executable == .torch_deploy./torch._running_with_deploy\(\)/',
'--linter-name=DEPLOY_DETECTION',
'--error-name=properly detect deploy runner',
"""--error-description=\
Do not use sys.executable to detect if running within deploy/multipy, use torch._running_with_deploy().
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'CMAKE'
include_patterns = [
"**/*.cmake",
"**/*.cmake.in",
"**/CMakeLists.txt",
]
exclude_patterns = [
'cmake/Modules/**',
'cmake/Modules_CUDA_fix/**',
'cmake/Caffe2Config.cmake.in',
'aten/src/ATen/ATenConfig.cmake.in',
'cmake/TorchConfig.cmake.in',
'cmake/TorchConfigVersion.cmake.in',
'cmake/cmake_uninstall.cmake.i',
'fb/**',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/cmake_linter.py',
'--config=.cmakelintrc',
'--',
'@{{PATHSFILE}}',
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'cmakelint==1.4.1',
]
[[linter]]
code = 'SHELLCHECK'
include_patterns = [
'.ci/pytorch/**/*.sh'
]
exclude_patterns = [
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/shellcheck_linter.py',
'--',
'@{{PATHSFILE}}',
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'shellcheck-py==0.7.2.1',
]
[[linter]]
code = 'ACTIONLINT'
include_patterns = [
'.github/workflows/*.yml',
'.github/workflows/*.yaml',
# actionlint does not support composite actions yet
# '.github/actions/**/*.yml',
# '.github/actions/**/*.yaml',
]
exclude_patterns = [
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/actionlint_linter.py',
'--binary=.lintbin/actionlint',
'--',
'@{{PATHSFILE}}',
]
init_command = [
'python3',
'tools/linter/adapters/s3_init.py',
'--config-json=tools/linter/adapters/s3_init_config.json',
'--linter=actionlint',
'--dry-run={{DRYRUN}}',
'--output-dir=.lintbin',
'--output-name=actionlint',
]
[[linter]]
code = 'TESTOWNERS'
include_patterns = [
'test/**/test_*.py',
'test/**/*_test.py',
]
exclude_patterns = [
'test/run_test.py',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/testowners_linter.py',
'--',
'@{{PATHSFILE}}',
]
[[linter]]
code = 'CALL_ONCE'
include_patterns = [
'c10/**',
'aten/**',
'torch/csrc/**',
]
exclude_patterns = [
'c10/util/CallOnce.h',
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=std::call_once',
'--linter-name=CALL_ONCE',
'--error-name=invalid call_once',
'--replace-pattern=s/std::call_once/c10::call_once/',
"""--error-description=\
Use of std::call_once is forbidden and should be replaced with c10::call_once\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'ONCE_FLAG'
include_patterns = [
'c10/**',
'aten/**',
'torch/csrc/**',
]
exclude_patterns = [
'**/fb/**',
]
command = [
'python3',
'tools/linter/adapters/grep_linter.py',
'--pattern=std::once_flag',
'--linter-name=ONCE_FLAG',
'--error-name=invalid once_flag',
'--replace-pattern=s/std::once_flag/c10::once_flag/',
"""--error-description=\
Use of std::once_flag is forbidden and should be replaced with c10::once_flag\
""",
'--',
'@{{PATHSFILE}}'
]
[[linter]]
code = 'WORKFLOWSYNC'
include_patterns = [
'.github/workflows/pull.yml',
'.github/workflows/trunk.yml',
'.github/workflows/periodic.yml',
'.github/workflows/mac-mps.yml',
'.github/workflows/slow.yml',
]
command = [
'python3',
'tools/linter/adapters/workflow_consistency_linter.py',
'--',
'@{{PATHSFILE}}'
]
init_command = [
'python3',
'tools/linter/adapters/pip_init.py',
'--dry-run={{DRYRUN}}',
'PyYAML==6.0',
]
# Black + usort
[[linter]]
code = 'UFMT'
include_patterns = [
'**/*.py',
'**/*.pyi',
]
command = [
'python3',
'tools/linter/adapters/ufmt_linter.py',
'--',
'@{{PATHSFILE}}'
]
exclude_patterns = [
'tools/gen_vulkan_spv.py',
'torch/__init__.py', # Skip this file to format because it's part of the public API
# We don't care too much about files in this directory, don't enforce
# formatting on them
'caffe2/**/*.py',
'caffe2/**/*.pyi',
'fb/**',
'**/fb/**',
'third_party/**/*.py',
'third_party/**/*.pyi',
'torch/_inductor/fx_passes/serialized_patterns/**',
# These files are all grandfathered in, feel free to remove from this list
# as necessary
'test/_nvfuser/__init__.py',
'test/_nvfuser/test_dynamo.py',
'test/_nvfuser/test_python_frontend.py',
'test/_nvfuser/test_torchscript.py',
'test/_test_bazel.py',
'test/ao/sparsity/test_activation_sparsifier.py',
'test/ao/sparsity/test_composability.py',
'test/ao/sparsity/test_data_scheduler.py',
'test/ao/sparsity/test_data_sparsifier.py',
'test/ao/sparsity/test_kernels.py',
'test/ao/sparsity/test_parametrization.py',
'test/ao/sparsity/test_qlinear_packed_params.py',
'test/ao/sparsity/test_scheduler.py',
'test/ao/sparsity/test_sparsifier.py',
'test/ao/sparsity/test_sparsity_utils.py',
'test/ao/sparsity/test_structured_sparsifier.py',
'test/autograd/test_complex.py',
'test/autograd/test_fallback.py',
'test/autograd/test_functional.py',
'test/backends/xeon/test_launch.py',
'test/benchmark_utils/test_benchmark_utils.py',
'test/bottleneck_test/test.py',
'test/bottleneck_test/test_args.py',
'test/bottleneck_test/test_cuda.py',
'test/conftest.py',
'test/cpp/__init__.py',
'test/cpp/aot_inductor/test.py',
'test/cpp/api/init_baseline.py',
'test/cpp/api/optim_baseline.py',
'test/cpp/jit/__init__.py',
'test/cpp/jit/tests_setup.py',
'test/cpp_api_parity/__init__.py',
'test/cpp_api_parity/functional_impl_check.py',
'test/cpp_api_parity/module_impl_check.py',
'test/cpp_api_parity/parity_table_parser.py',
'test/cpp_api_parity/sample_functional.py',
'test/cpp_api_parity/sample_module.py',
'test/cpp_api_parity/utils.py',
'test/cpp_extensions/no_python_abi_suffix_test/setup.py',
'test/cpp_extensions/setup.py',
'test/cpp_extensions/torch_test_cpp_extension/__init__.py',
'test/create_dummy_torchscript_model.py',
'test/custom_backend/backend.py',
'test/custom_backend/test_custom_backend.py',
'test/custom_operator/model.py',
'test/custom_operator/test_custom_ops.py',
'test/delete.py',
'test/distributed/_shard/sharded_optim/test_sharded_optim.py',
'test/distributed/_shard/sharded_tensor/ops/test_binary_cmp.py',
'test/distributed/_shard/sharded_tensor/ops/test_embedding.py',
'test/distributed/_shard/sharded_tensor/ops/test_embedding_bag.py',
'test/distributed/_shard/sharded_tensor/ops/test_init.py',
'test/distributed/_shard/sharded_tensor/ops/test_tensor_ops.py',
'test/distributed/_shard/sharded_tensor/test_logger.py',
'test/distributed/_shard/sharded_tensor/test_sharded_tensor.py',
'test/distributed/_shard/sharded_tensor/test_sharded_tensor_reshard.py',
'test/distributed/_shard/sharding_plan/test_sharding_plan.py',
'test/distributed/_shard/sharding_spec/test_sharding_spec.py',
'test/distributed/_shard/test_sharder.py',
'test/distributed/_tools/test_memory_tracker.py',
'test/distributed/algorithms/ddp_comm_hooks/test_ddp_hooks.py',
'test/distributed/algorithms/quantization/test_quantization.py',
'test/distributed/algorithms/test_join.py',
'test/distributed/argparse_util_test.py',
'test/distributed/bin/test_script.py',
'test/distributed/checkpoint/test_2d_fsdp_dt_checkpoint.py',
'test/distributed/checkpoint/test_checkpoint.py',
'test/distributed/checkpoint/test_dedup_tensors.py',
'test/distributed/checkpoint/test_dtensor_checkpoint.py',
'test/distributed/checkpoint/test_file_system_checkpoint.py',
'test/distributed/checkpoint/test_file_system_checkpoint_cpu.py',
'test/distributed/checkpoint/test_fsdp_model_state.py',
'test/distributed/checkpoint/test_fsdp_optim_state.py',
'test/distributed/checkpoint/test_fsspec.py',
'test/distributed/checkpoint/test_nested_dict.py',
'test/distributed/checkpoint/test_planner.py',
'test/distributed/checkpoint/test_traverse.py',
'test/distributed/checkpoint/test_utils.py',
'test/distributed/elastic/agent/server/test/__init__.py',
'test/distributed/elastic/agent/server/test/api_test.py',
'test/distributed/elastic/agent/server/test/local_elastic_agent_test.py',
'test/distributed/elastic/events/lib_test.py',
'test/distributed/elastic/metrics/__init__.py',
'test/distributed/elastic/metrics/api_test.py',
'test/distributed/elastic/multiprocessing/api_test.py',
'test/distributed/elastic/multiprocessing/bin/echo1.py',
'test/distributed/elastic/multiprocessing/bin/echo2.py',
'test/distributed/elastic/multiprocessing/bin/echo3.py',
'test/distributed/elastic/multiprocessing/bin/test_script.py',
'test/distributed/elastic/multiprocessing/bin/zombie_test.py',
'test/distributed/elastic/multiprocessing/errors/api_test.py',
'test/distributed/elastic/multiprocessing/errors/error_handler_test.py',
'test/distributed/elastic/multiprocessing/redirects_test.py',
'test/distributed/elastic/multiprocessing/tail_log_test.py',
'test/distributed/elastic/rendezvous/__init__.py',
'test/distributed/elastic/rendezvous/api_test.py',
'test/distributed/elastic/rendezvous/c10d_rendezvous_backend_test.py',
'test/distributed/elastic/rendezvous/dynamic_rendezvous_test.py',
'test/distributed/elastic/rendezvous/etcd_rendezvous_backend_test.py',
'test/distributed/elastic/rendezvous/etcd_rendezvous_test.py',
'test/distributed/elastic/rendezvous/etcd_server_test.py',
'test/distributed/elastic/rendezvous/rendezvous_backend_test.py',
'test/distributed/elastic/rendezvous/static_rendezvous_test.py',
'test/distributed/elastic/rendezvous/utils_test.py',
'test/distributed/elastic/timer/__init__.py',
'test/distributed/elastic/timer/api_test.py',
'test/distributed/elastic/timer/file_based_local_timer_test.py',
'test/distributed/elastic/timer/local_timer_example.py',
'test/distributed/elastic/timer/local_timer_test.py',
'test/distributed/elastic/utils/__init__.py',
'test/distributed/elastic/utils/data/__init__.py',
'test/distributed/elastic/utils/data/cycling_iterator_test.py',
'test/distributed/elastic/utils/distributed_test.py',
'test/distributed/elastic/utils/logging_test.py',
'test/distributed/elastic/utils/util_test.py',
'test/distributed/launcher/__init__.py',
'test/distributed/launcher/api_test.py',
'test/distributed/launcher/bin/test_script.py',
'test/distributed/launcher/bin/test_script_init_method.py',
'test/distributed/launcher/bin/test_script_is_torchelastic_launched.py',
'test/distributed/launcher/bin/test_script_local_rank.py',
'test/distributed/launcher/launch_test.py',
'test/distributed/launcher/run_test.py',
'test/distributed/nn/jit/__init__.py',
'test/distributed/nn/jit/test_instantiator.py',
'test/distributed/optim/test_apply_optimizer_in_backward.py',
'test/distributed/optim/test_named_optimizer.py',
'test/distributed/optim/test_zero_redundancy_optimizer.py',
'test/distributed/pipeline/sync/__init__.py',
'test/distributed/pipeline/sync/conftest.py',
'test/distributed/pipeline/sync/skip/__init__.py',
'test/distributed/pipeline/sync/skip/test_api.py',
'test/distributed/pipeline/sync/skip/test_gpipe.py',
'test/distributed/pipeline/sync/skip/test_inspect_skip_layout.py',
'test/distributed/pipeline/sync/skip/test_leak.py',
'test/distributed/pipeline/sync/skip/test_portal.py',
'test/distributed/pipeline/sync/skip/test_stash_pop.py',
'test/distributed/pipeline/sync/skip/test_tracker.py',
'test/distributed/pipeline/sync/skip/test_verify_skippables.py',
'test/distributed/pipeline/sync/test_balance.py',
'test/distributed/pipeline/sync/test_bugs.py',
'test/distributed/pipeline/sync/test_checkpoint.py',
'test/distributed/pipeline/sync/test_copy.py',
'test/distributed/pipeline/sync/test_deferred_batch_norm.py',
'test/distributed/pipeline/sync/test_dependency.py',
'test/distributed/pipeline/sync/test_inplace.py',
'test/distributed/pipeline/sync/test_microbatch.py',
'test/distributed/pipeline/sync/test_phony.py',
'test/distributed/pipeline/sync/test_pipe.py',
'test/distributed/pipeline/sync/test_pipeline.py',
'test/distributed/pipeline/sync/test_stream.py',
'test/distributed/pipeline/sync/test_transparency.py',
'test/distributed/pipeline/sync/test_worker.py',
'test/distributed/rpc/cuda/test_tensorpipe_agent.py',
'test/distributed/rpc/test_faulty_agent.py',
'test/distributed/rpc/test_share_memory.py',
'test/distributed/rpc/test_tensorpipe_agent.py',
'test/distributed/tensor/parallel/__init__.py',
'test/distributed/tensor/parallel/test_ddp_2d_parallel.py',
'test/distributed/tensor/parallel/test_fsdp_2d_parallel.py',
'test/distributed/tensor/parallel/test_parallelize_api.py',
'test/distributed/tensor/parallel/test_tp_examples.py',
'test/distributed/tensor/parallel/test_tp_random_state.py',
'test/distributed/tensor/parallel/test_tp_style.py',
'test/distributed/tensor/parallel/test_view_sharding_dim_change.py',
'test/distributed/test_c10d_common.py',
'test/distributed/test_c10d_gloo.py',
'test/distributed/test_c10d_logger.py',
'test/distributed/test_c10d_nccl.py',
'test/distributed/test_c10d_object_collectives.py',
'test/distributed/test_c10d_pypg.py',
'test/distributed/test_c10d_spawn.py',
'test/distributed/test_c10d_spawn_gloo.py',
'test/distributed/test_c10d_spawn_nccl.py',
'test/distributed/test_c10d_spawn_ucc.py',
'test/distributed/test_c10d_ucc.py',
'test/distributed/test_collective_utils.py',
'test/distributed/test_data_parallel.py',
'test/distributed/test_distributed_spawn.py',
'test/distributed/test_dynamo_distributed.py',
'test/distributed/test_fake_pg.py',
'test/distributed/test_functional_api.py',
'test/distributed/test_inductor_collectives.py',
'test/distributed/test_launcher.py',
'test/distributed/test_multi_threaded_pg.py',
'test/distributed/test_nccl.py',
'test/distributed/test_pg_wrapper.py',
'test/distributed/test_store.py',
'test/distributions/test_constraints.py',
'test/distributions/test_distributions.py',
'test/distributions/test_transforms.py',
'test/distributions/test_utils.py',
'test/error_messages/storage.py',
'test/expect/__init__.py',
'test/export/test_db.py',
'test/export/test_export.py',
'test/export/test_funtionalized_assertions.py',
'test/export/test_pass_infra.py',
'test/export/test_passes.py',
'test/export/test_serialize.py',
'test/export/test_upgrade.py',
'test/export/test_verifier.py',
'test/forward_backward_compatibility/check_forward_backward_compatibility.py',
'test/forward_backward_compatibility/dump_all_function_schemas.py',
'test/functorch/attn_ft.py',
'test/functorch/attn_positional.py',
'test/functorch/common_utils.py',
'test/functorch/discover_coverage.py',
'test/functorch/functorch_additional_op_db.py',
'test/functorch/test_aotdispatch.py',
'test/functorch/test_control_flow.py',
'test/functorch/test_dims.py',
'test/functorch/test_eager_transforms.py',
'test/functorch/test_logging.py',
'test/functorch/test_memory_efficient_fusion.py',
'test/functorch/test_minifier.py',
'test/functorch/test_ops.py',
'test/functorch/test_parsing.py',
'test/functorch/test_rearrange.py',
'test/functorch/test_vmap.py',
'test/functorch/test_vmap_registrations.py',
'test/functorch/xfail_suggester.py',
'test/fx/named_tup.py',
'test/fx/quantization.py',
'test/fx/test_common_passes.py',
'test/fx/test_cse_pass.py',
'test/fx/test_dce_pass.py',
'test/fx/test_future.py',
'test/fx/test_fx_const_fold.py',
'test/fx/test_fx_param_shape_control_flow.py',
'test/fx/test_gradual_type.py',
'test/fx/test_matcher_utils.py',
'test/fx/test_pass_infra.py',
'test/fx/test_source_matcher_utils.py',
'test/fx/test_subgraph_rewriter.py',
'test/fx/test_z3_gradual_types.py',
'test/fx/test_fx_split.py',
'test/jit/__init__.py',
'test/jit/_imported_class_test/__init__.py',
'test/jit/_imported_class_test/bar.py',
'test/jit/_imported_class_test/foo.py',
'test/jit/_imported_class_test/very/__init__.py',
'test/jit/_imported_class_test/very/very/__init__.py',
'test/jit/_imported_class_test/very/very/nested.py',
'test/jit/fixtures_srcs/__init__.py',
'test/jit/fixtures_srcs/fixtures_src.py',
'test/jit/fixtures_srcs/generate_models.py',
'test/jit/fixtures_srcs/test_upgrader_models_generation.py',
'test/jit/myexception.py',
'test/jit/test_alias_analysis.py',
'test/jit/test_async.py',
'test/jit/test_aten_pow.py',
'test/jit/test_attr.py',
'test/jit/test_autodiff.py',
'test/jit/test_autodiff_subgraph_slicing.py',
'test/jit/test_await.py',
'test/jit/test_backend_nnapi.py',
'test/jit/test_backends.py',
'test/jit/test_batch_mm.py',
'test/jit/test_builtins.py',
'test/jit/test_class_type.py',
'test/jit/test_complex.py',
'test/jit/test_complexity.py',
'test/jit/test_convert_activation.py',
'test/jit/test_cuda.py',
'test/jit/test_custom_operators.py',
'test/jit/test_data_parallel.py',
'test/jit/test_dataclasses.py',
'test/jit/test_dce.py',
'test/jit/test_device_analysis.py',
'test/jit/test_dtype_analysis.py',
'test/jit/test_enum.py',
'test/jit/test_exception.py',
'test/jit/test_freezing.py',
'test/jit/test_functional_blocks.py',
'test/jit/test_fuser_common.py',
'test/jit/test_graph_rewrite_passes.py',
'test/jit/test_hash.py',
'test/jit/test_hooks.py',
'test/jit/test_hooks_modules.py',
'test/jit/test_ignorable_args.py',
'test/jit/test_ignore_context_manager.py',
'test/jit/test_isinstance.py',
'test/jit/test_jit_utils.py',
'test/jit/test_list_dict.py',
'test/jit/test_logging.py',
'test/jit/test_misc.py',
'test/jit/test_models.py',
'test/jit/test_module_apis.py',
'test/jit/test_module_containers.py',
'test/jit/test_module_interface.py',
'test/jit/test_modules.py',
'test/jit/test_op_decompositions.py',
'test/jit/test_optimize_for_mobile_preserve_debug_info.py',
'test/jit/test_parametrization.py',
'test/jit/test_pdt.py',
'test/jit/test_peephole.py',
'test/jit/test_profiler.py',
'test/jit/test_python_bindings.py',
'test/jit/test_python_builtins.py',
'test/jit/test_python_ir.py',
'test/jit/test_recursive_script.py',
'test/jit/test_remove_mutation.py',
'test/jit/test_save_load.py',
'test/jit/test_save_load_for_op_version.py',
'test/jit/test_script_profile.py',
'test/jit/test_scriptmod_ann.py',
'test/jit/test_slice.py',
'test/jit/test_sparse.py',
'test/jit/test_string_formatting.py',
'test/jit/test_symbolic_shape_analysis.py',
'test/jit/test_tensor_creation_ops.py',
'test/jit/test_tensor_methods.py',
'test/jit/test_torchbind.py',
'test/jit/test_tracer.py',
'test/jit/test_type_sharing.py',
'test/jit/test_types.py',
'test/jit/test_typing.py',
'test/jit/test_union.py',
'test/jit/test_unsupported_ops.py',
'test/jit/test_upgraders.py',
'test/jit/test_warn.py',
'test/jit/test_with.py',
'test/jit/xnnpack/test_xnnpack_delegate.py',
'test/jit_hooks/model.py',
'test/lazy/__init__.py',
'test/lazy/test_bindings.py',
'test/lazy/test_debug_util.py',
'test/lazy/test_extract_compiled_graph.py',
'test/lazy/test_meta_kernel.py',
'test/lazy/test_reuse_ir.py',
'test/lazy/test_step_closures.py',
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'torch/ao/pruning/_experimental/data_sparsifier/data_norm_sparsifier.py',
'torch/ao/pruning/_experimental/data_sparsifier/lightning/__init__.py',
'torch/ao/pruning/_experimental/data_sparsifier/lightning/callbacks/__init__.py',
'torch/ao/pruning/_experimental/data_sparsifier/lightning/callbacks/_data_sparstity_utils.py',
'torch/ao/pruning/_experimental/data_sparsifier/lightning/callbacks/data_sparsity.py',
'torch/ao/pruning/_experimental/data_sparsifier/lightning/tests/test_callbacks.py',
'torch/ao/pruning/_experimental/data_sparsifier/quantization_utils.py',
'torch/ao/pruning/_experimental/pruner/__init__.py',
'torch/ao/pruning/_experimental/pruner/base_structured_sparsifier.py',
'torch/ao/pruning/_experimental/pruner/lstm_saliency_pruner.py',
'torch/ao/pruning/_experimental/pruner/match_utils.py',
'torch/ao/pruning/_experimental/pruner/parametrization.py',
'torch/ao/pruning/_experimental/pruner/prune_functions.py',
'torch/ao/pruning/_experimental/pruner/saliency_pruner.py',
'torch/ao/pruning/_mappings.py',
'torch/ao/pruning/scheduler/__init__.py',
'torch/ao/pruning/scheduler/base_scheduler.py',
'torch/ao/pruning/scheduler/cubic_scheduler.py',
'torch/ao/pruning/scheduler/lambda_scheduler.py',
'torch/ao/pruning/sparsifier/__init__.py',
'torch/ao/pruning/sparsifier/base_sparsifier.py',
'torch/ao/pruning/sparsifier/nearly_diagonal_sparsifier.py',
'torch/ao/pruning/sparsifier/utils.py',
'torch/ao/pruning/sparsifier/weight_norm_sparsifier.py',
'torch/ao/quantization/__init__.py',
'torch/ao/quantization/_correct_bias.py',
'torch/ao/quantization/_equalize.py',
'torch/ao/quantization/_learnable_fake_quantize.py',
'torch/ao/quantization/backend_config/__init__.py',
'torch/ao/quantization/backend_config/_common_operator_config_utils.py',
'torch/ao/quantization/backend_config/_qnnpack_pt2e.py',
'torch/ao/quantization/backend_config/_x86_inductor_pt2e.py',
'torch/ao/quantization/backend_config/backend_config.py',
'torch/ao/quantization/backend_config/executorch.py',
'torch/ao/quantization/backend_config/fbgemm.py',
'torch/ao/quantization/backend_config/native.py',
'torch/ao/quantization/backend_config/observation_type.py',
'torch/ao/quantization/backend_config/onednn.py',
'torch/ao/quantization/backend_config/qnnpack.py',
'torch/ao/quantization/backend_config/tensorrt.py',
'torch/ao/quantization/backend_config/utils.py',
'torch/ao/quantization/backend_config/x86.py',
'torch/ao/quantization/experimental/APoT_tensor.py',
'torch/ao/quantization/experimental/apot_utils.py',
'torch/ao/quantization/experimental/fake_quantize.py',
'torch/ao/quantization/experimental/fake_quantize_function.py',
'torch/ao/quantization/experimental/linear.py',
'torch/ao/quantization/experimental/observer.py',
'torch/ao/quantization/experimental/qconfig.py',
'torch/ao/quantization/experimental/quantizer.py',
'torch/ao/quantization/fake_quantize.py',
'torch/ao/quantization/fuse_modules.py',
'torch/ao/quantization/fuser_method_mappings.py',
'torch/ao/quantization/fx/__init__.py',
'torch/ao/quantization/fx/_decomposed.py',
'torch/ao/quantization/fx/_equalize.py',
'torch/ao/quantization/fx/_lower_to_native_backend.py',
'torch/ao/quantization/fx/_model_report/__init__.py',
'torch/ao/quantization/fx/_model_report/detector.py',
'torch/ao/quantization/fx/_model_report/model_report.py',
'torch/ao/quantization/fx/_model_report/model_report_observer.py',
'torch/ao/quantization/fx/_model_report/model_report_visualizer.py',
'torch/ao/quantization/fx/convert.py',
'torch/ao/quantization/fx/custom_config.py',
'torch/ao/quantization/fx/fuse.py',
'torch/ao/quantization/fx/fuse_handler.py',
'torch/ao/quantization/fx/graph_module.py',
'torch/ao/quantization/fx/lower_to_fbgemm.py',
'torch/ao/quantization/fx/lower_to_qnnpack.py',
'torch/ao/quantization/fx/lstm_utils.py',
'torch/ao/quantization/fx/match_utils.py',
'torch/ao/quantization/fx/pattern_utils.py',
'torch/ao/quantization/fx/prepare.py',
'torch/ao/quantization/fx/qconfig_mapping_utils.py',
'torch/ao/quantization/fx/quantize_handler.py',
'torch/ao/quantization/fx/tracer.py',
'torch/ao/quantization/fx/utils.py',
'torch/ao/quantization/observer.py',
'torch/ao/quantization/pt2e/__init__.py',
'torch/ao/quantization/pt2e/_propagate_annotation.py',
'torch/ao/quantization/pt2e/graph_utils.py',
'torch/ao/quantization/pt2e/prepare.py',
'torch/ao/quantization/pt2e/qat_utils.py',
'torch/ao/quantization/pt2e/quantizer/__init__.py',
'torch/ao/quantization/pt2e/quantizer/composable_quantizer.py',
'torch/ao/quantization/pt2e/quantizer/embedding_quantizer.py',
'torch/ao/quantization/pt2e/quantizer/qnnpack_quantizer.py',
'torch/ao/quantization/pt2e/quantizer/quantizer.py',
'torch/ao/quantization/pt2e/quantizer/utils.py',
'torch/ao/quantization/pt2e/quantizer/x86_inductor_quantizer.py',
'torch/ao/quantization/pt2e/representation/__init__.py',
'torch/ao/quantization/pt2e/representation/rewrite.py',
'torch/ao/quantization/pt2e/utils.py',
'torch/ao/quantization/qconfig.py',
'torch/ao/quantization/qconfig_mapping.py',
'torch/ao/quantization/quant_type.py',
'torch/ao/quantization/quantization_mappings.py',
'torch/ao/quantization/quantize.py',
'torch/ao/quantization/quantize_fx.py',
'torch/ao/quantization/quantize_jit.py',
'torch/ao/quantization/quantize_pt2e.py',
'torch/ao/quantization/stubs.py',
'torch/ao/quantization/utils.py',
'torch/compiler/__init__.py',
'torch/contrib/__init__.py',
'torch/contrib/_tensorboard_vis.py',
'torch/cuda/_memory_viz.py', # mypy: Value of type "object" is not indexable
'torch/distributed/__init__.py',
'torch/distributed/_composable_state.py',
'torch/distributed/_functional_collectives.py',
'torch/distributed/_functional_collectives_impl.py',
'torch/distributed/_shard/__init__.py',
'torch/distributed/_shard/_utils.py',
'torch/distributed/_shard/api.py',
'torch/distributed/_shard/checkpoint/__init__.py',
'torch/distributed/_shard/common_op_utils.py',
'torch/distributed/_shard/metadata.py',
'torch/distributed/_shard/op_registry_utils.py',
'torch/distributed/_shard/sharded_optim/__init__.py',
'torch/distributed/_shard/sharded_optim/api.py',
'torch/distributed/_shard/sharded_tensor/__init__.py',
'torch/distributed/_shard/sharded_tensor/_ops/__init__.py',
'torch/distributed/_shard/sharded_tensor/_ops/_common.py',
'torch/distributed/_shard/sharded_tensor/_ops/binary_cmp.py',
'torch/distributed/_shard/sharded_tensor/_ops/init.py',
'torch/distributed/_shard/sharded_tensor/_ops/misc_ops.py',
'torch/distributed/_shard/sharded_tensor/_ops/tensor_ops.py',
'torch/distributed/_shard/sharded_tensor/api.py',
'torch/distributed/_shard/sharded_tensor/logger.py',
'torch/distributed/_shard/sharded_tensor/logging_handlers.py',
'torch/distributed/_shard/sharded_tensor/metadata.py',
'torch/distributed/_shard/sharded_tensor/reshard.py',
'torch/distributed/_shard/sharded_tensor/shard.py',
'torch/distributed/_shard/sharded_tensor/utils.py',
'torch/distributed/_shard/sharder.py',
'torch/distributed/_shard/sharding_plan/__init__.py',
'torch/distributed/_shard/sharding_plan/api.py',
'torch/distributed/_shard/sharding_spec/__init__.py',
'torch/distributed/_shard/sharding_spec/_internals.py',
'torch/distributed/_shard/sharding_spec/api.py',
'torch/distributed/_shard/sharding_spec/chunk_sharding_spec.py',
'torch/distributed/_shard/sharding_spec/chunk_sharding_spec_ops/__init__.py',
'torch/distributed/_shard/sharding_spec/chunk_sharding_spec_ops/_common.py',
'torch/distributed/_shard/sharding_spec/chunk_sharding_spec_ops/embedding.py',
'torch/distributed/_shard/sharding_spec/chunk_sharding_spec_ops/embedding_bag.py',
'torch/distributed/_sharded_tensor/__init__.py',
'torch/distributed/_sharding_spec/__init__.py',
'torch/distributed/_tools/__init__.py',
'torch/distributed/_tools/memory_tracker.py',
'torch/distributed/algorithms/__init__.py',
'torch/distributed/algorithms/_checkpoint/__init__.py',
'torch/distributed/algorithms/_checkpoint/checkpoint_wrapper.py',
'torch/distributed/algorithms/_comm_hooks/__init__.py',
'torch/distributed/algorithms/_comm_hooks/default_hooks.py',
'torch/distributed/algorithms/_optimizer_overlap/__init__.py',
'torch/distributed/algorithms/_optimizer_overlap/optimizer_overlap.py',
'torch/distributed/algorithms/_quantization/__init__.py',
'torch/distributed/algorithms/_quantization/quantization.py',
'torch/distributed/algorithms/ddp_comm_hooks/__init__.py',
'torch/distributed/algorithms/ddp_comm_hooks/ddp_zero_hook.py',
'torch/distributed/algorithms/ddp_comm_hooks/debugging_hooks.py',
'torch/distributed/algorithms/ddp_comm_hooks/default_hooks.py',
'torch/distributed/algorithms/ddp_comm_hooks/mixed_precision_hooks.py',
'torch/distributed/algorithms/ddp_comm_hooks/optimizer_overlap_hooks.py',
'torch/distributed/algorithms/ddp_comm_hooks/post_localSGD_hook.py',
'torch/distributed/algorithms/ddp_comm_hooks/powerSGD_hook.py',
'torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py',
'torch/distributed/algorithms/join.py',
'torch/distributed/algorithms/model_averaging/__init__.py',
'torch/distributed/algorithms/model_averaging/averagers.py',
'torch/distributed/algorithms/model_averaging/hierarchical_model_averager.py',
'torch/distributed/algorithms/model_averaging/utils.py',
'torch/distributed/argparse_util.py',
'torch/distributed/autograd/__init__.py',
'torch/distributed/benchmarks/benchmark_ddp_rpc.py',
'torch/distributed/c10d_logger.py',
'torch/distributed/checkpoint/__init__.py',
'torch/distributed/checkpoint/_dedup_tensors.py',
'torch/distributed/checkpoint/_fsspec_filesystem.py',
'torch/distributed/checkpoint/_nested_dict.py',
'torch/distributed/checkpoint/_sharded_tensor_utils.py',
'torch/distributed/checkpoint/_traverse.py',
'torch/distributed/checkpoint/api.py',
'torch/distributed/checkpoint/default_planner.py',
'torch/distributed/checkpoint/examples/fsdp_checkpoint_example.py',
'torch/distributed/checkpoint/filesystem.py',
'torch/distributed/checkpoint/metadata.py',
'torch/distributed/checkpoint/optimizer.py',
'torch/distributed/checkpoint/planner.py',
'torch/distributed/checkpoint/planner_helpers.py',
'torch/distributed/checkpoint/resharding.py',
'torch/distributed/checkpoint/state_dict_loader.py',
'torch/distributed/checkpoint/state_dict_saver.py',
'torch/distributed/checkpoint/storage.py',
'torch/distributed/checkpoint/utils.py',
'torch/distributed/collective_utils.py',
'torch/distributed/constants.py',
'torch/distributed/distributed_c10d.py',
'torch/distributed/elastic/__init__.py',
'torch/distributed/elastic/agent/__init__.py',
'torch/distributed/elastic/agent/server/__init__.py',
'torch/distributed/elastic/agent/server/api.py',
'torch/distributed/elastic/agent/server/local_elastic_agent.py',
'torch/distributed/elastic/events/__init__.py',
'torch/distributed/elastic/events/api.py',
'torch/distributed/elastic/events/handlers.py',
'torch/distributed/elastic/metrics/__init__.py',
'torch/distributed/elastic/metrics/api.py',
'torch/distributed/elastic/multiprocessing/__init__.py',
'torch/distributed/elastic/multiprocessing/api.py',
'torch/distributed/elastic/multiprocessing/errors/__init__.py',
'torch/distributed/elastic/multiprocessing/errors/error_handler.py',
'torch/distributed/elastic/multiprocessing/errors/handlers.py',
'torch/distributed/elastic/multiprocessing/redirects.py',
'torch/distributed/elastic/multiprocessing/tail_log.py',
'torch/distributed/elastic/rendezvous/__init__.py',
'torch/distributed/elastic/rendezvous/api.py',
'torch/distributed/elastic/rendezvous/c10d_rendezvous_backend.py',
'torch/distributed/elastic/rendezvous/dynamic_rendezvous.py',
'torch/distributed/elastic/rendezvous/etcd_rendezvous.py',
'torch/distributed/elastic/rendezvous/etcd_rendezvous_backend.py',
'torch/distributed/elastic/rendezvous/etcd_server.py',
'torch/distributed/elastic/rendezvous/etcd_store.py',
'torch/distributed/elastic/rendezvous/registry.py',
'torch/distributed/elastic/rendezvous/static_tcp_rendezvous.py',
'torch/distributed/elastic/rendezvous/utils.py',
'torch/distributed/elastic/timer/__init__.py',
'torch/distributed/elastic/timer/api.py',
'torch/distributed/elastic/timer/file_based_local_timer.py',
'torch/distributed/elastic/timer/local_timer.py',
'torch/distributed/elastic/utils/__init__.py',
'torch/distributed/elastic/utils/api.py',
'torch/distributed/elastic/utils/data/__init__.py',
'torch/distributed/elastic/utils/data/cycling_iterator.py',
'torch/distributed/elastic/utils/data/elastic_distributed_sampler.py',
'torch/distributed/elastic/utils/distributed.py',
'torch/distributed/elastic/utils/log_level.py',
'torch/distributed/elastic/utils/logging.py',
'torch/distributed/elastic/utils/store.py',
'torch/distributed/examples/memory_tracker_example.py',
'torch/distributed/launch.py',
'torch/distributed/launcher/__init__.py',
'torch/distributed/launcher/api.py',
'torch/distributed/logging_handlers.py',
'torch/distributed/nn/__init__.py',
'torch/distributed/nn/api/__init__.py',
'torch/distributed/nn/api/remote_module.py',
'torch/distributed/nn/functional.py',
'torch/distributed/nn/jit/__init__.py',
'torch/distributed/nn/jit/instantiator.py',
'torch/distributed/nn/jit/templates/__init__.py',
'torch/distributed/nn/jit/templates/remote_module_template.py',
'torch/distributed/optim/__init__.py',
'torch/distributed/optim/apply_optimizer_in_backward.py',
'torch/distributed/optim/functional_adadelta.py',
'torch/distributed/optim/functional_adagrad.py',
'torch/distributed/optim/functional_adam.py',
'torch/distributed/optim/functional_adamax.py',
'torch/distributed/optim/functional_adamw.py',
'torch/distributed/optim/functional_rmsprop.py',
'torch/distributed/optim/functional_rprop.py',
'torch/distributed/optim/functional_sgd.py',
'torch/distributed/optim/named_optimizer.py',
'torch/distributed/optim/optimizer.py',
'torch/distributed/optim/post_localSGD_optimizer.py',
'torch/distributed/optim/utils.py',
'torch/distributed/optim/zero_redundancy_optimizer.py',
'torch/distributed/pipeline/__init__.py',
'torch/distributed/pipeline/sync/__init__.py',
'torch/distributed/pipeline/sync/_balance/__init__.py',
'torch/distributed/pipeline/sync/_balance/blockpartition.py',
'torch/distributed/pipeline/sync/_balance/profile.py',
'torch/distributed/pipeline/sync/batchnorm.py',
'torch/distributed/pipeline/sync/checkpoint.py',
'torch/distributed/pipeline/sync/copy.py',
'torch/distributed/pipeline/sync/dependency.py',
'torch/distributed/pipeline/sync/microbatch.py',
'torch/distributed/pipeline/sync/phony.py',
'torch/distributed/pipeline/sync/pipe.py',
'torch/distributed/pipeline/sync/pipeline.py',
'torch/distributed/pipeline/sync/skip/__init__.py',
'torch/distributed/pipeline/sync/skip/layout.py',
'torch/distributed/pipeline/sync/skip/namespace.py',
'torch/distributed/pipeline/sync/skip/portal.py',
'torch/distributed/pipeline/sync/skip/skippable.py',
'torch/distributed/pipeline/sync/skip/tracker.py',
'torch/distributed/pipeline/sync/stream.py',
'torch/distributed/pipeline/sync/utils.py',
'torch/distributed/pipeline/sync/worker.py',
'torch/distributed/remote_device.py',
'torch/distributed/rendezvous.py',
'torch/distributed/rpc/__init__.py',
'torch/distributed/rpc/_testing/__init__.py',
'torch/distributed/rpc/_testing/faulty_agent_backend_registry.py',
'torch/distributed/rpc/_utils.py',
'torch/distributed/rpc/api.py',
'torch/distributed/rpc/backend_registry.py',
'torch/distributed/rpc/constants.py',
'torch/distributed/rpc/functions.py',
'torch/distributed/rpc/internal.py',
'torch/distributed/rpc/options.py',
'torch/distributed/rpc/rref_proxy.py',
'torch/distributed/rpc/server_process_global_profiler.py',
'torch/distributed/run.py',
'torch/distributed/tensor/__init__.py',
'torch/distributed/tensor/parallel/__init__.py',
'torch/distributed/tensor/parallel/_utils.py',
'torch/distributed/tensor/parallel/_view_with_dim_change.py',
'torch/distributed/tensor/parallel/api.py',
'torch/distributed/tensor/parallel/fsdp.py',
'torch/distributed/tensor/parallel/input_reshard.py',
'torch/distributed/tensor/parallel/multihead_attention_tp.py',
'torch/distributed/tensor/parallel/style.py',
'torch/distributed/utils.py',
'torch/fft/__init__.py',
'torch/func/__init__.py',
'torch/functional.py',
'torch/futures/__init__.py',
'torch/fx/__init__.py',
'torch/fx/_compatibility.py',
'torch/fx/_pytree.py',
'torch/fx/_symbolic_trace.py',
'torch/fx/annotate.py',
'torch/fx/config.py',
'torch/fx/experimental/__init__.py',
'torch/fx/experimental/accelerator_partitioner.py',
'torch/fx/experimental/const_fold.py',
'torch/fx/experimental/debug.py',
'torch/fx/experimental/graph_gradual_typechecker.py',
'torch/fx/experimental/merge_matmul.py',
'torch/fx/experimental/meta_tracer.py',
'torch/fx/experimental/migrate_gradual_types/__init__.py',
'torch/fx/experimental/migrate_gradual_types/constraint.py',
'torch/fx/experimental/migrate_gradual_types/constraint_generator.py',
'torch/fx/experimental/migrate_gradual_types/constraint_transformation.py',
'torch/fx/experimental/migrate_gradual_types/operation.py',
'torch/fx/experimental/migrate_gradual_types/transform_to_z3.py',
'torch/fx/experimental/migrate_gradual_types/util.py',
'torch/fx/experimental/migrate_gradual_types/z3_types.py',
'torch/fx/experimental/normalize.py',
'torch/fx/experimental/optimization.py',
'torch/fx/experimental/partitioner_utils.py',
'torch/fx/experimental/proxy_tensor.py',
'torch/fx/experimental/refinement_types.py',
'torch/fx/experimental/rewriter.py',
'torch/fx/experimental/schema_type_annotation.py',
'torch/fx/experimental/symbolic_shapes.py',
'torch/fx/experimental/unification/__init__.py',
'torch/fx/experimental/unification/core.py',
'torch/fx/experimental/unification/dispatch.py',
'torch/fx/experimental/unification/match.py',
'torch/fx/experimental/unification/more.py',
'torch/fx/experimental/unification/multipledispatch/__init__.py',
'torch/fx/experimental/unification/multipledispatch/conflict.py',
'torch/fx/experimental/unification/multipledispatch/core.py',
'torch/fx/experimental/unification/multipledispatch/dispatcher.py',
'torch/fx/experimental/unification/multipledispatch/utils.py',
'torch/fx/experimental/unification/multipledispatch/variadic.py',
'torch/fx/experimental/unification/unification_tools.py',
'torch/fx/experimental/unification/utils.py',
'torch/fx/experimental/unification/variable.py',
'torch/fx/experimental/unify_refinements.py',
'torch/fx/experimental/validator.py',
'torch/fx/graph.py',
'torch/fx/graph_module.py',
'torch/fx/immutable_collections.py',
'torch/fx/interpreter.py',
'torch/fx/node.py',
'torch/fx/operator_schemas.py',
'torch/fx/passes/__init__.py',
'torch/fx/passes/annotate_getitem_nodes.py',
'torch/fx/passes/backends/__init__.py',
'torch/fx/passes/backends/cudagraphs.py',
'torch/fx/passes/dialect/__init__.py',
'torch/fx/passes/dialect/common/__init__.py',
'torch/fx/passes/dialect/common/cse_pass.py',
'torch/fx/passes/fake_tensor_prop.py',
'torch/fx/passes/graph_drawer.py',
'torch/fx/passes/graph_manipulation.py',
'torch/fx/passes/infra/__init__.py',
'torch/fx/passes/infra/partitioner.py',
'torch/fx/passes/infra/pass_base.py',
'torch/fx/passes/infra/pass_manager.py',
'torch/fx/passes/net_min_base.py',
'torch/fx/passes/operator_support.py',
'torch/fx/passes/param_fetch.py',
'torch/fx/passes/pass_manager.py',
'torch/fx/passes/reinplace.py',
'torch/fx/passes/shape_prop.py',
'torch/fx/passes/split_module.py',
'torch/fx/passes/split_utils.py',
'torch/fx/passes/splitter_base.py',
'torch/fx/passes/tests/__init__.py',
'torch/fx/passes/tests/test_pass_manager.py',
'torch/fx/passes/tools_common.py',
'torch/fx/passes/utils/__init__.py',
'torch/fx/passes/utils/common.py',
'torch/fx/passes/utils/fuser_utils.py',
'torch/fx/passes/utils/matcher_utils.py',
'torch/fx/passes/utils/source_matcher_utils.py',
'torch/fx/proxy.py',
'torch/fx/subgraph_rewriter.py',
'torch/fx/tensor_type.py',
'torch/fx/traceback.py',
'torch/hub.py',
'torch/library.py',
'torch/linalg/__init__.py',
# UFMT causes import cycle on masked
'torch/masked/__init__.py',
'torch/masked/_docs.py',
'torch/masked/_ops.py',
'torch/masked/maskedtensor/__init__.py',
'torch/masked/maskedtensor/_ops_refs.py',
'torch/masked/maskedtensor/binary.py',
'torch/masked/maskedtensor/core.py',
'torch/masked/maskedtensor/creation.py',
'torch/masked/maskedtensor/passthrough.py',
'torch/masked/maskedtensor/reductions.py',
'torch/masked/maskedtensor/unary.py',
'torch/monitor/__init__.py',
'torch/nested/__init__.py',
'torch/nn/__init__.py',
'torch/nn/_reduction.py',
'torch/nn/backends/__init__.py',
'torch/nn/backends/thnn.py',
'torch/nn/common_types.py',
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