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build: RHEL8 PyTorch Backend #137

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merged 9 commits into from
Aug 27, 2024
Merged

build: RHEL8 PyTorch Backend #137

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725d8ce
Pytorch Backend Manylinux Support
fpetrini15 Aug 10, 2024
3f00e86
RHEL build flow
fpetrini15 Aug 12, 2024
8051430
Override Torchvision
fpetrini15 Aug 12, 2024
3fef149
Merge remote-tracking branch 'origin/main' into fpetrini-pytorch-rhel
fpetrini15 Aug 12, 2024
75e58ff
Add png/jpeg libs
fpetrini15 Aug 13, 2024
c628a59
Account for torchvision
fpetrini15 Aug 14, 2024
5f071f4
Condense
fpetrini15 Aug 14, 2024
5599a51
Revert test
fpetrini15 Aug 14, 2024
207f529
libcusparseLt always lib64
fpetrini15 Aug 14, 2024
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64 changes: 38 additions & 26 deletions CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -84,7 +84,19 @@ else()
endif()

# Python.h needed by torch headers.
find_package(Python3 REQUIRED COMPONENTS Development)
find_package(Python3 REQUIRED COMPONENTS Development.Module)

set(RHEL_BUILD OFF)
set(LIB_DIR "lib")
set(PY_INSTALL_PATH "/usr/local/lib/python3.10/dist-packages")
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if(LINUX)
file(STRINGS "/etc/os-release" DISTRO_ID_LIKE REGEX "ID_LIKE")
if(${DISTRO_ID_LIKE} MATCHES "rhel|centos")
set(RHEL_BUILD ON)
set(LIB_DIR "lib64")
set(PY_INSTALL_PATH "/opt/_internal/cpython-3.10.13/lib/python3.10/site-packages")
endif(${DISTRO_ID_LIKE} MATCHES "rhel|centos")
endif(LINUX)

#
# Dependencies
Expand Down Expand Up @@ -220,35 +232,35 @@ if (${TRITON_PYTORCH_DOCKER_BUILD})
COMMAND docker pull ${TRITON_PYTORCH_DOCKER_IMAGE}
COMMAND docker rm pytorch_backend_ptlib || echo "error ignored..." || true
COMMAND docker create --name pytorch_backend_ptlib ${TRITON_PYTORCH_DOCKER_IMAGE}
COMMAND /bin/sh -c "for i in ${LIBTORCH_LIBS_STR} ; do echo copying $i && docker cp -L pytorch_backend_ptlib:/usr/local/lib/$i $i ; done"
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libc10.so libc10.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libc10_cuda.so libc10_cuda.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libtorch.so libtorch.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libtorch_cpu.so libtorch_cpu.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libtorch_cuda.so libtorch_cuda.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libtorch_cuda_linalg.so libtorch_cuda_linalg.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libtorch_global_deps.so libtorch_global_deps.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/lib/libcaffe2_nvrtc.so libcaffe2_nvrtc.so
COMMAND /bin/sh -c "for i in ${LIBTORCH_LIBS_STR} ; do echo copying $i && docker cp -L pytorch_backend_ptlib:$<IF:$<BOOL:${RHEL_BUILD}>,/opt/_internal/cpython-3.10.13/lib/$i,/usr/local/lib/$i> $i ; done"
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libc10.so libc10.so
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COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libc10_cuda.so libc10_cuda.so
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libtorch.so libtorch.so
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libtorch_cpu.so libtorch_cpu.so
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libtorch_cuda.so libtorch_cuda.so
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libtorch_cuda_linalg.so libtorch_cuda_linalg.so
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libtorch_global_deps.so libtorch_global_deps.so
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/lib/libcaffe2_nvrtc.so libcaffe2_nvrtc.so
# TODO: Revisit when not needed by making it part of cuda base container.
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/cuda/lib64/libcusparseLt.so libcusparseLt.so
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/libtorchvision.so libtorchvision.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/cuda/lib64/libcusparseLt.so libcusparseLt.so;
COMMAND /bin/sh -c "if [ ${TRITON_PYTORCH_ENABLE_TORCHVISION} = 'ON' ]; then docker cp pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libtorchvision.so libtorchvision.so; fi"
COMMAND /bin/sh -c "if [ ${TRITON_PYTORCH_ENABLE_TORCHVISION} = 'ON' ]; then docker cp pytorch_backend_ptlib:/opt/pytorch/vision/torchvision/csrc include/torchvision/torchvision; fi"
COMMAND /bin/sh -c "if [ ${TRITON_PYTORCH_ENABLE_TORCHTRT} = 'ON' ]; then docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch_tensorrt/lib/libtorchtrt_runtime.so libtorchtrt_runtime.so; fi"
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch_tensorrt/bin/torchtrtc torchtrtc || echo "error ignored..." || true
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch_tensorrt/bin/torchtrtc torchtrtc || echo "error ignored..." || true
COMMAND docker cp pytorch_backend_ptlib:/opt/pytorch/pytorch/LICENSE LICENSE.pytorch
COMMAND docker cp pytorch_backend_ptlib:/usr/local/lib/python3.10/dist-packages/torch/include include/torch
COMMAND docker cp pytorch_backend_ptlib:${PY_INSTALL_PATH}/torch/include include/torch
COMMAND docker cp pytorch_backend_ptlib:/opt/pytorch/pytorch/torch/csrc/jit/codegen include/torch/torch/csrc/jit/.
COMMAND docker cp pytorch_backend_ptlib:/opt/pytorch/vision/torchvision/csrc include/torchvision/torchvision
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_videoio.so libopencv_videoio.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_highgui.so libopencv_highgui.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_video.so libopencv_video.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_imgcodecs.so libopencv_imgcodecs.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_imgproc.so libopencv_imgproc.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_core.so libopencv_core.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_calib3d.so libopencv_calib3d.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_features2d.so libopencv_features2d.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/lib/libopencv_flann.so libopencv_flann.so
COMMAND docker cp pytorch_backend_ptlib:/usr/lib/${LIBS_ARCH}-linux-gnu/libpng16.so.16.37.0 libpng16.so
COMMAND docker cp pytorch_backend_ptlib:/usr/lib/${LIBS_ARCH}-linux-gnu/libjpeg.so.8.2.2 libjpeg.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_videoio.so libopencv_videoio.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_highgui.so libopencv_highgui.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_video.so libopencv_video.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_imgcodecs.so libopencv_imgcodecs.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_imgproc.so libopencv_imgproc.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_core.so libopencv_core.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_calib3d.so libopencv_calib3d.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_features2d.so libopencv_features2d.so
COMMAND docker cp -L pytorch_backend_ptlib:/usr/local/${LIB_DIR}/libopencv_flann.so libopencv_flann.so
COMMAND /bin/sh -c "docker cp pytorch_backend_ptlib:$<IF:$<BOOL:${RHEL_BUILD}>,/usr/lib64/libpng16.so.16.34.0,/usr/lib/${LIBS_ARCH}-linux-gnu/libpng16.so.16.37.0> libpng16.so"
COMMAND /bin/sh -c "docker cp pytorch_backend_ptlib:$<IF:$<BOOL:${RHEL_BUILD}>,/usr/lib64/libjpeg.so.62.2.0,/usr/lib/${LIBS_ARCH}-linux-gnu/libjpeg.so.8.2.2> libjpeg.so"
COMMAND /bin/sh -c "if [ -f libmkl_def.so.1 ]; then patchelf --add-needed libmkl_gnu_thread.so.1 libmkl_def.so.1; fi"
COMMAND /bin/sh -c "if [ -f libmkl_def.so.1 ]; then patchelf --add-needed libmkl_core.so.1 libmkl_def.so.1; fi"
COMMAND /bin/sh -c "if [ -f libmkl_avx2.so.1 ]; then patchelf --add-needed libmkl_gnu_thread.so.1 libmkl_avx2.so.1; fi"
Expand Down
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