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482fe186b9
Fixes #126640 Added ROCm support section to libtorch (C++) reST. Pull Request resolved: https://github.com/pytorch/pytorch/pull/136378 Approved by: https://github.com/ezyang
62 lines
2.4 KiB
ReStructuredText
62 lines
2.4 KiB
ReStructuredText
libtorch (C++-only)
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===================
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The core of pytorch does not depend on Python. A
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CMake-based build system compiles the C++ source code into a shared
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object, libtorch.so.
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AMD ROCm Support
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------------------------------
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If you're compiling for AMD ROCm then first run this command:
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::
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cd <pytorch_root>
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# Only run this if you're compiling for ROCm
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python tools/amd_build/build_amd.py
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Additional information about ROCm support can be found in the top-level
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`README <https://github.com/pytorch/pytorch/blob/main/README.md>`_.
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Building libtorch using Python
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------------------------------
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You can use a python script/module located in tools package to build libtorch
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::
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cd <pytorch_root>
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# Make a new folder to build in to avoid polluting the source directories
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mkdir build_libtorch && cd build_libtorch
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# You might need to export some required environment variables here.
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Normally setup.py sets good default env variables, but you'll have to do
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that manually.
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python ../tools/build_libtorch.py
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Alternatively, you can call setup.py normally and then copy the built cpp libraries. This method may have side effects to your active Python installation.
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::
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cd <pytorch_root>
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python setup.py build
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ls torch/lib/tmp_install # output is produced here
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ls torch/lib/tmp_install/lib/libtorch.so # of particular interest
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To produce libtorch.a rather than libtorch.so, set the environment variable `BUILD_SHARED_LIBS=OFF`.
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To use ninja rather than make, set `CMAKE_GENERATOR="-GNinja" CMAKE_INSTALL="ninja install"`.
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Note that we are working on eliminating tools/build_pytorch_libs.sh in favor of a unified cmake build.
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Building libtorch using CMake
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--------------------------------------
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You can build C++ libtorch.so directly with cmake. For example, to build a Release version from the main branch and install it in the directory specified by CMAKE_INSTALL_PREFIX below, you can use
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::
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git clone -b main --recurse-submodule https://github.com/pytorch/pytorch.git
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mkdir pytorch-build
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cd pytorch-build
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cmake -DBUILD_SHARED_LIBS:BOOL=ON -DCMAKE_BUILD_TYPE:STRING=Release -DPYTHON_EXECUTABLE:PATH=`which python3` -DCMAKE_INSTALL_PREFIX:PATH=../pytorch-install ../pytorch
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cmake --build . --target install
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To use release branch v1.6.0, for example, replace ``master`` with ``v1.6.0``. You will get errors if you do not have needed dependencies such as Python3's PyYAML package.
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