pytorch/tools
Xuehai Pan 8cd4b01f85 Update
[ghstack-poisoned]
2025-02-10 22:00:05 +08:00
..
alerts
amd_build [ROCm] CK SDPA - Move arch check to CK patch (#144777) 2025-01-23 04:12:25 +00:00
autograd Update 2025-02-05 23:26:13 +08:00
bazel_tools
build/bazel
build_defs
code_analyzer
code_coverage
config
coverage_plugins_package
dynamo
flight_recorder Update 2025-01-18 21:18:09 +08:00
gdb
github Update (base update) 2025-01-18 21:18:09 +08:00
iwyu
jit
linter Update (base update) 2025-02-05 23:26:13 +08:00
lite_interpreter
lldb
onnx
packaging Update (base update) 2025-02-05 23:26:13 +08:00
pyi
rules
rules_cc
setup_helpers Update 2025-02-05 23:26:13 +08:00
shared
stats [Utilization] Convert timestamp to str for datetime64 (#145985) 2025-02-03 21:05:18 +00:00
test Update 2025-02-05 23:26:13 +08:00
testing
__init__.py
bazel.bzl
BUCK.bzl
BUCK.oss
build_libtorch.py
build_pytorch_libs.py
build_with_debinfo.py Update (base update) 2025-02-10 22:00:05 +08:00
download_mnist.py
extract_scripts.py
gen_flatbuffers.sh
gen_vulkan_spv.py [BE][Ez]: FURB148 - remove useless enumerate calls (#145619) 2025-01-24 23:37:15 +00:00
generate_torch_version.py
generated_dirs.txt
git_add_generated_dirs.sh
git_reset_generated_dirs.sh
nightly.py
nightly_hotpatch.py
nvcc_fix_deps.py
README.md
render_junit.py
substitute.py
update_masked_docs.py
vscode_settings.py

This folder contains a number of scripts which are used as part of the PyTorch build process. This directory also doubles as a Python module hierarchy (thus the __init__.py).

Overview

Modern infrastructure:

  • autograd - Code generation for autograd. This includes definitions of all our derivatives.
  • jit - Code generation for JIT
  • shared - Generic infrastructure that scripts in tools may find useful.
    • module_loader.py - Makes it easier to import arbitrary Python files in a script, without having to add them to the PYTHONPATH first.

Build system pieces:

  • setup_helpers - Helper code for searching for third-party dependencies on the user system.
  • build_pytorch_libs.py - cross-platform script that builds all of the constituent libraries of PyTorch, but not the PyTorch Python extension itself.
  • build_libtorch.py - Script for building libtorch, a standalone C++ library without Python support. This build script is tested in CI.

Developer tools which you might find useful:

Important if you want to run on AMD GPU:

  • amd_build - HIPify scripts, for transpiling CUDA into AMD HIP. Right now, PyTorch and Caffe2 share logic for how to do this transpilation, but have separate entry-points for transpiling either PyTorch or Caffe2 code.
    • build_amd.py - Top-level entry point for HIPifying our codebase.

Tools which are only situationally useful: