pytorch/tools
Yang Wang b7a45dbae3 Add monitor script (#141438)
# Overview
Add monitor script to collect system-level utilization data during CI tests.
Currently all monitoring scripts are disabled.

# Details
- Add flag to customize the time intervals for logging
- Enable multiple GPU utilization logging

# Next step
enable monitor scritpt in non-perf-test workflows

Pull Request resolved: https://github.com/pytorch/pytorch/pull/141438
Approved by: https://github.com/huydhn
2024-11-29 04:14:31 +00:00
..
alerts
amd_build
autograd [Reland][7/N] Fix Wextra-semi warning (#140342) 2024-11-12 18:55:31 +00:00
bazel_tools
build/bazel Bump certifi from 2024.2.2 to 2024.7.4 in /tools/build/bazel (#130173) 2024-10-28 15:44:49 -07:00
build_defs
code_analyzer
code_coverage
config
coverage_plugins_package
dynamo
flight_recorder [FR] Include mismatch rank into mismatch_collectives and update log message (#141631) 2024-11-27 18:57:21 +00:00
gdb Add gdb print methods support same as pytorch-lldb (#140935) 2024-11-19 01:28:30 +00:00
github
iwyu
jit
linter Use pip corresponding to python executable (#141165) 2024-11-20 22:58:33 +00:00
lite_interpreter C10_UNUSED to [[maybe_unused]] (#6357) (#138364) 2024-10-19 13:17:43 +00:00
lldb
onnx [11/N] Fix extra warnings brought by clang-tidy-17 (#139599) 2024-11-04 23:57:41 +00:00
packaging tools: Add script to do split build in one command (#141359) 2024-11-26 20:51:05 +00:00
pyi Tighten type hints for tensor arithmetic (#135392) 2024-11-11 23:55:27 +00:00
rules
rules_cc [BE] Fix incompatible-std-redefinition warning (#141630) 2024-11-27 05:06:36 +00:00
setup_helpers Allow users to overwrite ld with environment variable in linker optimization script (#137331) 2024-11-26 22:54:24 +00:00
shared
stats Add monitor script (#141438) 2024-11-29 04:14:31 +00:00
test Remove most rockset references (#139922) 2024-11-12 21:17:43 +00:00
testing [TD] Filepath heuristic also looks at file name (#140170) 2024-11-11 22:55:54 +00:00
__init__.py
bazel.bzl
BUCK.bzl
BUCK.oss
build_libtorch.py [BE] Rectify some references to caffe2 (#140204) 2024-11-09 14:14:20 +00:00
build_pytorch_libs.py Fix access to _msvccompiler from newer distutils (#141363) 2024-11-25 01:50:47 +00:00
build_with_debinfo.py
download_mnist.py
extract_scripts.py
gen_flatbuffers.sh
gen_vulkan_spv.py
generate_torch_version.py Add torch.version.xpu (#139466) 2024-11-09 13:31:21 +00:00
generated_dirs.txt
git_add_generated_dirs.sh
git_reset_generated_dirs.sh
nightly.py Refactor nightly pull tool to use venv and pip (#141281) 2024-11-22 20:03:55 +00:00
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: