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[Backend]add poros to fastdeploy (#671)
* add poros to fastdeploy * update readme * update readme & add license for all files * update benchmark * update copyright for some files Co-authored-by: tianjinjin <[email protected]>
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cmake_minimum_required(VERSION 3.21) | ||
project(poros) | ||
set(CMAKE_CXX_STANDARD 14) | ||
add_definitions(-D_GLIBCXX_USE_CXX11_ABI=0) | ||
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option(BUILD_STATIC "build lib${PROJECT_NAME}.a static lib" OFF) | ||
option(BUILD_KERNEL "build lib${PROJECT_NAME}-kernel.so shared lib" OFF) | ||
option(BUILD_STATIC_KERNEL "build lib${PROJECT_NAME}-kernel.a static lib" OFF) | ||
option(BUILD_TOOL "build ${PROJECT_NAME}-tool, an executable binary output" OFF) | ||
option(TEST "build for test. copy '.so' to site-packages automatically after compile" OFF) | ||
option(DEBUG "build for debug. add '-g' flag to gcc for detailed debug information" ON) | ||
option(UT "build for unit test" OFF) | ||
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# minimum requirements | ||
set(PYTHON_MINIMUM_VERSION 3.6) | ||
set(CUDA_MINIMUM_VERSION 10.2) | ||
set(PYTORCH_MINIMUM_VERSION 1.9) | ||
set(TENSORRT_MINIMUM_VERSION 8.2) | ||
set(CUDNN_MINIMUM_VERSION 8.0) | ||
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list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake") | ||
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# find cuda | ||
find_package(CUDAToolkit ${CUDA_MINIMUM_VERSION} REQUIRED) | ||
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# find python3 | ||
find_package(Python3 ${PYTHON_MINIMUM_VERSION} REQUIRED COMPONENTS Interpreter Development) | ||
message(STATUS "Found Python: ${Python3_VERSION_MAJOR}.${Python3_VERSION_MINOR}.${Python3_VERSION_PATCH}") | ||
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if (NOT Python3_SITELIB) | ||
message(FATAL_ERROR "site-packages not found. ") | ||
else () | ||
message(STATUS "site-packages: ${Python3_SITELIB}") | ||
endif () | ||
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# find pytorch | ||
find_package(Torch ${PYTORCH_MINIMUM_VERSION} REQUIRED HINTS ${Python3_SITELIB}) | ||
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# find TensorRT | ||
find_package(TensorRT ${TENSORRT_MINIMUM_VERSION} REQUIRED) | ||
get_filename_component(TENSORRT_LIB_DIR ${TensorRT_LIBRARIES} DIRECTORY) | ||
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# find CUDNN | ||
find_package(CUDNN ${CUDNN_MINIMUM_VERSION} REQUIRED) | ||
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## release headers | ||
# engine | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/engine/iengine.h" "${PROJECT_SOURCE_DIR}/src/poros/engine/engine_context.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/engine") | ||
# compile | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/compile/poros_module.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/compile") | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/compile/compile.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/compile") | ||
# converter | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/converter/iconverter.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/converter") | ||
# iplugin | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/iplugin/*.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/iplugin") | ||
## context | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/context/*.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/context") | ||
## context | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/context/*.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/context") | ||
## lowering | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/lowering/*.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/lowering") | ||
## util | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/util/*.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/util") | ||
## log | ||
file(GLOB headers "${PROJECT_SOURCE_DIR}/src/poros/log/*.h") | ||
file(COPY ${headers} DESTINATION "${PROJECT_SOURCE_DIR}/build/include/poros/log") | ||
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include_directories(${TORCH_INCLUDE_DIRS}) | ||
include_directories(${TensorRT_INCLUDE_DIRS}) | ||
include_directories(${CUDA_INCLUDE_DIRS}) | ||
include_directories(${CUDNN_INCLUDE_PATH}) | ||
include_directories(src) | ||
include_directories(src/poros/compile) | ||
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add_compile_options(-D__const__= -D_GNU_SOURCE) | ||
add_compile_options(-lpthread -lcrypto -lrt -ldl -lz -fPIC -rdynamic) | ||
add_compile_options(-std=c++17 -O2 -g -pipe -W -Wall -fPIC -Wno-deprecated-declarations -Wno-unused-parameter) | ||
if (DEBUG) | ||
add_compile_options(-g) # for debug | ||
endif () | ||
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add_compile_options( | ||
-Wall | ||
-Wno-comment | ||
-Wno-error=implicit-fallthrough | ||
-Wno-error=unused-but-set-variable | ||
-Wno-error=misleading-indentation | ||
-Wno-error=unused-function | ||
-Wno-error=terminate | ||
-Wno-unused-parameter | ||
-Wno-deprecated-declarations | ||
) | ||
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file( | ||
GLOB POROS_CPP_FILES | ||
"./src/poros/*/*.cpp" | ||
"./src/poros/converter/*/*.cpp" | ||
"./src/poros/converter/gpu/plugins/*.cpp" | ||
) | ||
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# libporos.so | ||
add_library(${PROJECT_NAME} SHARED ${POROS_CPP_FILES}) | ||
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#set_target_properties(${PROJECT_NAME} PROPERTIES LIBRARY_OUTPUT_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/python/poros/lib) | ||
set_target_properties(${PROJECT_NAME} PROPERTIES LIBRARY_OUTPUT_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/build/lib) | ||
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#add_custom_command( | ||
# TARGET ${PROJECT_NAME} | ||
# COMMAND ${CMAKE_COMMAND} -E copy ${CMAKE_CURRENT_SOURCE_DIR}/output/lib/lib${PROJECT_NAME}.so ${CMAKE_CURRENT_SOURCE_DIR}/python/poros/lib/ | ||
#) | ||
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# copy libporos.so to python site-packages/poros/lib for testing | ||
if (TEST) | ||
add_custom_command( | ||
TARGET ${PROJECT_NAME} | ||
POST_BUILD | ||
COMMENT "copy ${LIBRARY_OUTPUT_PATH}/lib${PROJECT_NAME}.so to ${Python3_SITELIB}/poros/lib/lib${PROJECT_NAME}.so for rapid testing" | ||
COMMAND ${CMAKE_COMMAND} -E copy ${LIBRARY_OUTPUT_DIRECTORY}/lib${PROJECT_NAME}.so ${Python3_SITELIB}/poros/lib/lib${PROJECT_NAME}.so | ||
) | ||
endif () | ||
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if (BUILD_STATIC) | ||
add_library(${PROJECT_NAME}-static STATIC ${POROS_CPP_FILES}) | ||
set_target_properties(${PROJECT_NAME}-static PROPERTIES OUTPUT_NAME ${PROJECT_NAME}) | ||
endif () | ||
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# build gflags | ||
set(GFLAGS_NAMESPACE google) | ||
add_subdirectory(third_party/gflags) | ||
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find_package(BLAS) | ||
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add_custom_target( | ||
Creating_Symlink ALL | ||
COMMAND_EXPAND_LISTS | ||
COMMAND ${CMAKE_COMMAND} -E make_directory ${CMAKE_CURRENT_SOURCE_DIR}/third_party | ||
COMMAND ${CMAKE_COMMAND} -E create_symlink ${TENSORRT_LIB_DIR} ${CMAKE_CURRENT_SOURCE_DIR}/third_party/tensorrtlib | ||
WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR} | ||
COMMENT "Creating Symlink ${CMAKE_CURRENT_SOURCE_DIR}/third_party/tensorrtlib -> ${TENSORRT_LIB_DIR} " | ||
VERBATIM | ||
) | ||
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# executable | ||
if (BUILD_TOOL) | ||
set(POROS_TOOL ${PROJECT_NAME}-tool) | ||
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add_executable(${POROS_TOOL}) | ||
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target_sources(${POROS_TOOL} PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/tools/main.cpp) | ||
target_sources(${POROS_TOOL} PUBLIC ${POROS_CPP_FILES}) | ||
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target_link_libraries(${POROS_TOOL} gflags::gflags) | ||
target_link_libraries(${POROS_TOOL} TensorRT::TensorRT TensorRT::Plugin) | ||
target_link_libraries(${POROS_TOOL} torch) | ||
# target_link_libraries(${POROS_TOOL} CUDA::toolkit) | ||
target_link_libraries(${POROS_TOOL} CUDA::cudart CUDA::cusolver CUDA::cublas CUDA::cusolver CUDA::cusparse) | ||
target_link_libraries(${POROS_TOOL} BLAS::BLAS) | ||
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endif () | ||
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# kernel | ||
file( | ||
GLOB POROS_KERNEL_CPP_FILES | ||
./src/poros/compile/*.cpp | ||
./src/poros/context/*.cpp | ||
./src/poros/iplugin/*.cpp | ||
./src/poros/log/*.cpp | ||
./src/poros/lowering/*.cpp | ||
./src/poros/util/*.cpp | ||
./src/poros/engine/engine.cpp | ||
) | ||
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# kernel SHARED | ||
if (BUILD_KERNEL) | ||
add_library(${PROJECT_NAME}-kernel SHARED ${POROS_KERNEL_CPP_FILES}) | ||
endif () | ||
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# kernel STATIC | ||
if (BUILD_STATIC_KERNEL) | ||
add_library(${PROJECT_NAME}-kernel-static STATIC ${POROS_KERNEL_CPP_FILES}) | ||
set_target_properties(${PROJECT_NAME}-kernel-static PROPERTIES OUTPUT_NAME ${PROJECT_NAME}-kernel) | ||
endif () | ||
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if (UT) | ||
add_subdirectory(third_party/googletest) | ||
add_subdirectory(unittest) | ||
endif () |
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