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CMakeLists.txt
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CMakeLists.txt
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# SPDX-License-Identifier: Apache-2.0
cmake_minimum_required(VERSION 3.13)
project(onnx2trt LANGUAGES CXX C)
set(ONNX2TRT_ROOT ${PROJECT_SOURCE_DIR})
# Set C++17 as standard for the whole project, as required by ONNX 1.16
set(CMAKE_CXX_STANDARD 17)
# Enable compiler warnings
if (CMAKE_COMPILER_IS_GNUCC)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wno-deprecated-declarations -Wno-unused-function")
endif()
if (MSVC)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /W4")
endif()
# Build the libraries with -fPIC
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
set(PARSER_LINKER_SCRIPT ${ONNX2TRT_ROOT}/libnvonnxparser.version)
# Find length of source directory used to pad filename in Status.hpp
string(LENGTH "${CMAKE_SOURCE_DIR}/" SOURCE_LENGTH)
add_definitions("-DSOURCE_LENGTH=${SOURCE_LENGTH}")
#--------------------------------------------------
# Version information
#--------------------------------------------------
set(ONNX2TRT_MAJOR 10)
set(ONNX2TRT_MINOR 6)
set(ONNX2TRT_PATCH 0)
set(ONNX2TRT_VERSION "${ONNX2TRT_MAJOR}.${ONNX2TRT_MINOR}.${ONNX2TRT_PATCH}" CACHE STRING "ONNX2TRT version")
#--------------------------------------------------
# Build configurations, global to all projects
#--------------------------------------------------
set(IMPORTER_SOURCES
NvOnnxParser.cpp
ModelImporter.cpp
ModelRefitter.cpp
onnxOpImporters.cpp
ImporterContext.cpp
importerUtils.cpp
ShapedWeights.cpp
ShapeTensor.cpp
LoopHelpers.cpp
RNNHelpers.cpp
OnnxAttrs.cpp
onnxErrorRecorder.cpp
ConditionalHelpers.cpp
bfloat16.cpp
onnxOpCheckers.cpp
onnxProtoUtils.cpp
weightUtils.cpp
WeightsContext.cpp
TensorOrWeights.cpp
errorHelpers.cpp
)
if (BUILD_ONNXIFI)
set(ONNXIFI_SOURCES onnx_trt_backend.cpp)
endif()
set(API_TESTS_SOURCES
getSupportedAPITest.cpp
ModelImporter.cpp
)
# Find protobuf if it's not a target.
if (NOT TARGET protobuf::libprotobuf)
FIND_PACKAGE(Protobuf REQUIRED)
endif()
# Set protobuf libraries between full / lite.
if (ONNX_USE_LITE_PROTO)
add_definitions("-DUSE_LITE_PROTOBUF=1")
set(PROTOBUF_LIBRARY "protobuf::libprotobuf-lite")
else()
set(PROTOBUF_LIBRARY "protobuf::libprotobuf")
endif()
if(NOT TARGET onnx_proto)
# Note: This avoids libprotobuf.so complaining about name collisions at runtime
if(NOT ONNX_NAMESPACE)
set(ONNX_NAMESPACE "onnx2trt_onnx")
endif()
add_definitions("-DONNX_NAMESPACE=${ONNX_NAMESPACE}")
add_subdirectory(third_party/onnx EXCLUDE_FROM_ALL)
endif()
# CUDA
if (NOT CUDA_TOOLKIT_ROOT_DIR)
set(CUDA_TOOLKIT_ROOT_DIR /usr/local/cuda)
endif()
find_path(CUDA_INCLUDE_DIR cuda_runtime.h
HINTS ${CUDA_TOOLKIT_ROOT_DIR}
PATH_SUFFIXES include
)
MESSAGE(STATUS "Found CUDA headers at ${CUDA_INCLUDE_DIR}")
# TensorRT
find_path(TENSORRT_INCLUDE_DIR NvInfer.h
HINTS ${TENSORRT_ROOT} ${CUDA_TOOLKIT_ROOT_DIR}
PATH_SUFFIXES include)
MESSAGE(STATUS "Found TensorRT headers at ${TENSORRT_INCLUDE_DIR}")
# TensorRT Python Headers
find_path(TENSORRT_PYTHON_INCLUDE_DIR plugin.h
HINTS ${TENSORRT_ROOT}
PATH_SUFFIXES python/include/impl)
message(NOTICE "Found TensorRT Python headers at ${TENSORRT_PYTHON_INCLUDE_DIR}")
# Output dynamic library names depends on platform:
if (MSVC)
set(nvonnxparser_lib_name "nvonnxparser_${ONNX2TRT_MAJOR}")
else()
set(nvonnxparser_lib_name "nvonnxparser")
endif()
# Output static library name is the same cross-platform.
set(nvonnxparser_lib_name_static "nvonnxparser_static")
# --------------------------------
# Importer library
# --------------------------------
add_library(${nvonnxparser_lib_name} SHARED ${IMPORTER_SOURCES})
target_include_directories(${nvonnxparser_lib_name} PUBLIC ${ONNX_INCLUDE_DIRS} ${TENSORRT_INCLUDE_DIR} ${TENSORRT_PYTHON_INCLUDE_DIR} ${CUDA_INCLUDE_DIR})
target_link_libraries(${nvonnxparser_lib_name} PUBLIC onnx_proto ${PROTOBUF_LIBRARY})
set_target_properties(${nvonnxparser_lib_name} PROPERTIES
VERSION ${ONNX2TRT_VERSION}
SOVERSION ${ONNX2TRT_MAJOR}
LINK_DEPENDS ${PARSER_LINKER_SCRIPT}
LINK_FLAGS "-Wl,--version-script=${PARSER_LINKER_SCRIPT}"
ARCHIVE_OUTPUT_DIRECTORY "${TRT_OUT_DIR}"
LIBRARY_OUTPUT_DIRECTORY "${TRT_OUT_DIR}"
RUNTIME_OUTPUT_DIRECTORY "${TRT_OUT_DIR}"
)
add_library(${nvonnxparser_lib_name_static} STATIC ${IMPORTER_SOURCES})
target_include_directories(${nvonnxparser_lib_name_static} PUBLIC ${ONNX_INCLUDE_DIRS} ${TENSORRT_INCLUDE_DIR} ${TENSORRT_PYTHON_INCLUDE_DIR} ${CUDA_INCLUDE_DIR})
target_link_libraries(${nvonnxparser_lib_name_static} PUBLIC onnx_proto ${PROTOBUF_LIBRARY})
set_target_properties(${nvonnxparser_lib_name_static} PROPERTIES
ARCHIVE_OUTPUT_DIRECTORY "${TRT_OUT_DIR}"
LIBRARY_OUTPUT_DIRECTORY "${TRT_OUT_DIR}"
RUNTIME_OUTPUT_DIRECTORY "${TRT_OUT_DIR}"
)
# --------------------------------
# Onnxifi library
# --------------------------------
if(BUILD_ONNXIFI)
add_library(trt_onnxify SHARED ${ONNXIFI_SOURCES})
target_include_directories(trt_onnxify PUBLIC ${CUDA_INCLUDE_DIR} ${ONNX_INCLUDE_DIRS} ${TENSORRT_INCLUDE_DIR} ${TENSORRT_PYTHON_INCLUDE_DIR})
target_link_libraries(trt_onnxify PUBLIC ${nvonnxparser_lib_name_static} ${CMAKE_THREAD_LIBS_INIT} ${CMAKE_DL_LIBS})
endif()
# --------------------------------
# API Tests
# --------------------------------
if (BUILD_API_TEST)
add_executable(getSupportedAPITest ${API_TESTS_SOURCES})
target_include_directories(getSupportedAPITest PUBLIC ${ONNX_INCLUDE_DIRS} ${CUDNN_INCLUDE_DIR})
target_link_libraries(getSupportedAPITest PUBLIC ${PROTOBUF_LIB} ${nvonnxparser_lib_name_static} ${CMAKE_THREAD_LIBS_INIT} ${CMAKE_DL_LIBS})
endif()
# --------------------------------
# Installation
# --------------------------------
install(TARGETS
${nvonnxparser_lib_name}
${nvonnxparser_lib_name_static}
LIBRARY DESTINATION lib
ARCHIVE DESTINATION lib
)
install(FILES ${HEADERS}
DESTINATION include
)
SET(CPACK_GENERATOR "DEB")
SET(CPACK_DEBIAN_PACKAGE_MAINTAINER "NVIDIA") #required
SET(CPACK_PACKAGE_NAME "onnx-trt-dev")
SET(CPACK_PACKAGE_VERSION "0.5.9")
SET(CPACK_PACKAGE_VERSION_MAJOR "0")
SET(CPACK_PACKAGE_VERSION_MINOR "5")
SET(CPACK_PACKAGE_VERSION_PATCH "9")
INCLUDE(CPack)