onnxruntime/cmake/onnxruntime_python.cmake
stevenlix e8b0ae8923
Trt execution provider (#382)
* updated cmake files for trt

* added trt execution provider

* added trt basic test

* removed trt_path action attribute

* Add files via upload

* Update build.py

* Update trt_allocator.h

* fixed issues found by reviewers

* changed cast operator

* added comment for custom kernel implementation

* changed auto to auto&

* changed to function compile APIs for TRT execution provider

* changed to function compile APIs for TRT execution provider

* added new DType DInt64

* adapted to the changes of onnxruntime_c_api

* removed trt kernel (use function compile instead)

* updated onnx-tensorrt submodule

* set default memory type to TRT fused kernel

* resolve merge conflict

* fixed the issue that USE_CUDA conflicts with USE_TRT

* construct graph by adding nodes in topological order

* made changes for Windows

* change buffers type

* bypass HasImplementationOf check for TRT XP because TRT kernel is not registered

* added domain to version info in rebuilt model proto

* added trt to test option list

* added DomainToVersionMap() to GraphViewer

* removed Copy()

* fixed broken code

* format the code to clang format

* used local reference to the frequently used values

* fixed a couple of issues according to reviewers feedback

* fixed a couple of issues according to reviewers feedback

* added python binding for TRT and enable use_cuda when use_trt is on

* fixed a redefinition issue

* changed shared_ptr to unique_ptr on trt engines, and made a few changes required by reviewers

* enabled trtexecution provider for unit tests

* renamed trt to tensorrt

* added tesorrt to python binding

* update submodule onnx and onnx-tensorrt

* made a couple of minor changes based on reviewer's feedback

* added CUDA_CHECK

* removed test code

* fixed broken code after merge

* updated onnx-tensorrt submodule

* added post processing to align trt inputs/outputs with graph inputs/outputs

* updated onnx submodule

* added CUDA fallback for TensorRT and fixed TensorRT cmake issue

* added ci pipeline for tensorrt and removed some redundent code from trt xp

* fixed syntax issue

* updated onnx-tensorrt submodule

* fix trt build problem by: (#602)

1. Add additional /wd for debug build
2. Add io.h for additional targets
3. Bring back mb version of getopt

* Update install_ubuntu.sh

* Update linux-gpu-tensorrt-ci-pipeline.yml

* Update linux-gpu-tensorrt-ci-pipeline.yml

* Update run_build.sh

* Update run_build.sh

* Update run_build.sh

* Update run_build.sh

* fixed the issue that GetKernelRegistry returns nullptr

* merged master to this branch

* moved some data types to private

* fixed tensorrt CI pipeline issue

* customized test data for TensorRT pipeline

* added onnx-tensorrt in json file and fixed an issue in ci script

* added comments
2019-03-14 12:00:39 -07:00

192 lines
7.4 KiB
CMake

# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
include(pybind11)
FIND_PACKAGE(NumPy)
if(NOT PYTHON_INCLUDE_DIR)
set(PYTHON_NOT_FOUND false)
exec_program("${PYTHON_EXECUTABLE}"
ARGS "-c \"import distutils.sysconfig; print(distutils.sysconfig.get_python_inc())\""
OUTPUT_VARIABLE PYTHON_INCLUDE_DIR
RETURN_VALUE PYTHON_NOT_FOUND)
if(${PYTHON_NOT_FOUND})
message(FATAL_ERROR
"Cannot get Python include directory. Is distutils installed?")
endif(${PYTHON_NOT_FOUND})
endif(NOT PYTHON_INCLUDE_DIR)
# 2. Resolve the installed version of NumPy (for numpy/arrayobject.h).
if(NOT NUMPY_INCLUDE_DIR)
set(NUMPY_NOT_FOUND false)
exec_program("${PYTHON_EXECUTABLE}"
ARGS "-c \"import numpy; print(numpy.get_include())\""
OUTPUT_VARIABLE NUMPY_INCLUDE_DIR
RETURN_VALUE NUMPY_NOT_FOUND)
if(${NUMPY_NOT_FOUND})
message(FATAL_ERROR
"Cannot get NumPy include directory: Is NumPy installed?")
endif(${NUMPY_NOT_FOUND})
endif(NOT NUMPY_INCLUDE_DIR)
# ---[ Python + Numpy
set(onnxruntime_pybind_srcs_pattern
"${ONNXRUNTIME_ROOT}/python/*.cc"
"${ONNXRUNTIME_ROOT}/python/*.h"
)
file(GLOB onnxruntime_pybind_srcs ${onnxruntime_pybind_srcs_pattern})
#TODO(): enable cuda and test it
add_library(onnxruntime_pybind11_state MODULE ${onnxruntime_pybind_srcs})
if(HAS_CAST_FUNCTION_TYPE)
target_compile_options(onnxruntime_pybind11_state PRIVATE "-Wno-cast-function-type")
endif()
target_include_directories(onnxruntime_pybind11_state PRIVATE ${ONNXRUNTIME_ROOT} ${PYTHON_INCLUDE_DIR} ${NUMPY_INCLUDE_DIR})
target_include_directories(onnxruntime_pybind11_state PRIVATE ${pybind11_INCLUDE_DIRS})
onnxruntime_add_include_to_target(onnxruntime_pybind11_state gsl)
if(APPLE)
set(ONNXRUNTIME_SO_LINK_FLAG "-Xlinker -exported_symbols_list ${ONNXRUNTIME_ROOT}/python/exported_symbols.lst")
elseif(UNIX)
set(ONNXRUNTIME_SO_LINK_FLAG "-Xlinker --version-script=${ONNXRUNTIME_ROOT}/python/version_script.lds -Xlinker --no-undefined")
else()
set(ONNXRUNTIME_SO_LINK_FLAG "-DEF:${ONNXRUNTIME_ROOT}/python/pybind.def")
endif()
set(onnxruntime_pybind11_state_libs
onnxruntime_session
${onnxruntime_libs}
${PROVIDERS_CUDA}
${PROVIDERS_MKLDNN}
${PROVIDERS_TENSORRT}
onnxruntime_optimizer
onnxruntime_providers
onnxruntime_util
${onnxruntime_tvm_libs}
onnxruntime_framework
onnxruntime_util
onnxruntime_graph
onnxruntime_common
onnxruntime_mlas
)
set(onnxruntime_pybind11_state_dependencies
${onnxruntime_EXTERNAL_DEPENDENCIES}
pybind11
)
add_dependencies(onnxruntime_pybind11_state ${onnxruntime_pybind11_state_dependencies})
if (MSVC)
# if MSVC, pybind11 looks for release version of python lib (pybind11/detail/common.h undefs _DEBUG)
target_link_libraries(onnxruntime_pybind11_state ${onnxruntime_pybind11_state_libs} ${PYTHON_LIBRARY_RELEASE} ${ONNXRUNTIME_SO_LINK_FLAG} debug ${onnxruntime_EXTERNAL_LIBRARIES_DEBUG} optimized ${onnxruntime_EXTERNAL_LIBRARIES})
elseif (APPLE)
set_target_properties(onnxruntime_pybind11_state PROPERTIES LINK_FLAGS "-undefined dynamic_lookup")
target_link_libraries(onnxruntime_pybind11_state ${onnxruntime_pybind11_state_libs} debug ${onnxruntime_EXTERNAL_LIBRARIES_DEBUG} optimized ${onnxruntime_EXTERNAL_LIBRARIES} ${ONNXRUNTIME_SO_LINK_FLAG})
set_target_properties(onnxruntime_pybind11_state PROPERTIES
INSTALL_RPATH "@loader_path"
BUILD_WITH_INSTALL_RPATH TRUE
INSTALL_RPATH_USE_LINK_PATH FALSE)
else()
target_link_libraries(onnxruntime_pybind11_state PRIVATE ${onnxruntime_pybind11_state_libs} ${PYTHON_LIBRARY} ${ONNXRUNTIME_SO_LINK_FLAG} debug ${onnxruntime_EXTERNAL_LIBRARIES_DEBUG} optimized ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_pybind11_state PROPERTIES LINK_FLAGS "-Xlinker -rpath=\$ORIGIN")
endif()
set_target_properties(onnxruntime_pybind11_state PROPERTIES PREFIX "")
set_target_properties(onnxruntime_pybind11_state PROPERTIES FOLDER "ONNXRuntime")
if (MSVC)
set_target_properties(onnxruntime_pybind11_state PROPERTIES SUFFIX ".pyd")
else()
set_target_properties(onnxruntime_pybind11_state PROPERTIES SUFFIX ".so")
endif()
file(GLOB onnxruntime_backend_srcs
"${ONNXRUNTIME_ROOT}/python/backend/*.py"
)
file(GLOB onnxruntime_python_srcs
"${ONNXRUNTIME_ROOT}/python/*.py"
)
file(GLOB onnxruntime_python_test_srcs
"${ONNXRUNTIME_ROOT}/test/python/*.py"
)
file(GLOB onnxruntime_python_tools_srcs
"${ONNXRUNTIME_ROOT}/python/tools/*.py"
)
file(GLOB onnxruntime_python_datasets_srcs
"${ONNXRUNTIME_ROOT}/python/datasets/*.py"
)
file(GLOB onnxruntime_python_datasets_data
"${ONNXRUNTIME_ROOT}/python/datasets/*.pb"
"${ONNXRUNTIME_ROOT}/python/datasets/*.onnx"
)
# adjust based on what target/s onnxruntime_unittests.cmake created
if (SingleUnitTestProject)
set(test_data_target onnxruntime_test_all)
else()
set(test_data_target onnxruntime_test_ir)
endif()
add_custom_command(
TARGET onnxruntime_pybind11_state POST_BUILD
COMMAND ${CMAKE_COMMAND} -E make_directory $<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/backend
COMMAND ${CMAKE_COMMAND} -E make_directory $<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/capi
COMMAND ${CMAKE_COMMAND} -E make_directory $<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/datasets
COMMAND ${CMAKE_COMMAND} -E make_directory $<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/tools
COMMAND ${CMAKE_COMMAND} -E copy
${ONNXRUNTIME_ROOT}/__init__.py
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/
COMMAND ${CMAKE_COMMAND} -E copy
${REPO_ROOT}/ThirdPartyNotices.txt
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/
COMMAND ${CMAKE_COMMAND} -E copy
${REPO_ROOT}/LICENSE
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/
COMMAND ${CMAKE_COMMAND} -E copy
${onnxruntime_python_test_srcs}
$<TARGET_FILE_DIR:${test_data_target}>
COMMAND ${CMAKE_COMMAND} -E copy
${onnxruntime_backend_srcs}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/backend/
COMMAND ${CMAKE_COMMAND} -E copy
${onnxruntime_python_srcs}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/capi/
COMMAND ${CMAKE_COMMAND} -E copy
$<TARGET_FILE:onnxruntime_pybind11_state>
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/capi/
COMMAND ${CMAKE_COMMAND} -E copy
${onnxruntime_python_datasets_srcs}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/datasets/
COMMAND ${CMAKE_COMMAND} -E copy
${onnxruntime_python_datasets_data}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/datasets/
COMMAND ${CMAKE_COMMAND} -E copy
${onnxruntime_python_tools_srcs}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/tools/
)
if (onnxruntime_USE_MKLDNN)
add_custom_command(
TARGET onnxruntime_pybind11_state POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy
${MKLDNN_LIB_DIR}/${MKLDNN_SHARED_LIB}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/capi/
)
endif()
if (onnxruntime_USE_TVM)
add_custom_command(
TARGET onnxruntime_pybind11_state POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy
$<TARGET_FILE:tvm> $<TARGET_FILE:nnvm_compiler>
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/capi/
)
endif()
if (onnxruntime_USE_MKLML)
add_custom_command(
TARGET onnxruntime_pybind11_state POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy
${MKLML_LIB_DIR}/${MKLML_SHARED_LIB} ${MKLML_LIB_DIR}/${IOMP5MD_SHARED_LIB}
$<TARGET_FILE_DIR:${test_data_target}>/onnxruntime/capi/
)
endif()