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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 2.8.7)
project(mxnet C CXX)
list(APPEND CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/cmake/Modules)
include(cmake/Utils.cmake)
mxnet_option(USE_OPENCV "Build with OpenCV support" ON)
mxnet_option(USE_OPENMP "Build with Openmp support" ON)
mxnet_option(USE_CUDNN "Build with cudnn support" ON) # one could set CUDNN_ROOT for search path
mxnet_option(USE_CUDA "Build with CUDA support" ON)
mxnet_option(USE_DIST_KVSTORE "Build with DIST_KVSTORE support" OFF)
mxnet_option(USE_PLUGINS_WARPCTC "Use WARPCTC Plugins" OFF)
SET(EXTRA_OPERATORS "" CACHE PATH "EXTRA OPERATORS PATH")
include(mshadow/cmake/mshadow.cmake)
include(mshadow/cmake/Utils.cmake)
include(mshadow/cmake/Cuda.cmake)
set(mxnet_LINKER_LIBS "")
list(APPEND mxnet_LINKER_LIBS ${mshadow_LINKER_LIBS})
include_directories("include")
include_directories("mshadow")
include_directories("dmlc-core/include")
if(MSVC)
add_definitions(-DDMLC_USE_CXX11)
add_definitions(-DMSHADOW_IN_CXX11)
add_definitions(-D_SCL_SECURE_NO_WARNINGS)
add_definitions(-D_CRT_SECURE_NO_WARNINGS)
add_definitions(-DMXNET_EXPORTS)
set(CMAKE_C_FLAGS "/MP")
set(CMAKE_CXX_FLAGS "${CMAKE_C_FLAGS} /bigobj")
else(MSVC)
include(CheckCXXCompilerFlag)
check_cxx_compiler_flag("-std=c++11" SUPPORT_CXX11)
check_cxx_compiler_flag("-msse2" SUPPORT_MSSE2)
set(CMAKE_C_FLAGS "-Wall -msse2 -Wno-unknown-pragmas -fPIC")
if(NDEBUG)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O3")
else(NDEBUG)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O0 -ggdb3")
endif(NDEBUG)
if(SUPPORT_CXX11)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
endif()
endif(MSVC)
if(USE_OPENCV)
find_package(OpenCV QUIET COMPONENTS core highgui imgproc imgcodecs)
if(NOT OpenCV_FOUND) # if not OpenCV 3.x, then imgcodecs are not found
find_package(OpenCV REQUIRED COMPONENTS core highgui imgproc)
endif()
include_directories(SYSTEM ${OpenCV_INCLUDE_DIRS})
list(APPEND mxnet_LINKER_LIBS ${OpenCV_LIBS})
message(STATUS "OpenCV found (${OpenCV_CONFIG_PATH})")
add_definitions(-DMXNET_USE_OPENCV=1)
else(USE_OPENCV)
message(STATUS "OpenCV Disabled")
add_definitions(-DMXNET_USE_OPENCV=0)
endif()
if(USE_OPENMP)
FIND_PACKAGE( OpenMP REQUIRED)
if(OPENMP_FOUND)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
set(CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")
set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")
endif()
endif()
# cudnn detection
if(USE_CUDNN)
detect_cuDNN()
if(HAVE_CUDNN)
add_definitions(-DUSE_CUDNN)
include_directories(SYSTEM ${CUDNN_INCLUDE})
list(APPEND mxnet_LINKER_LIBS ${CUDNN_LIBRARY})
add_definitions(-DMSHADOW_USE_CUDNN=1)
endif()
endif()
add_subdirectory("dmlc-core")
if(USE_DIST_KVSTORE)
add_subdirectory("ps-lite")
endif()
mxnet_source_group("Include\\common" GLOB "src/common/*.h")
mxnet_source_group("Include\\c_api" GLOB "src/c_api/*.h")
mxnet_source_group("Include\\engine" GLOB "src/engine/*.h")
mxnet_source_group("Include\\io" GLOB "src/io/*.h")
mxnet_source_group("Include\\kvstore" GLOB "src/kvstore/*.h")
mxnet_source_group("Include\\ndarray" GLOB "src/ndarray/*.h")
mxnet_source_group("Include\\operator" GLOB "src/operator/*.h")
mxnet_source_group("Include\\optimizer" GLOB "src/optimizer/*.h")
mxnet_source_group("Include\\resource.cc" GLOB "src/resource.cc/*.h")
mxnet_source_group("Include\\storage" GLOB "src/storage/*.h")
mxnet_source_group("Include\\symbol" GLOB "src/symbol/*.h")
mxnet_source_group("Cuda\\common" GLOB "src/common/*.cu")
mxnet_source_group("Cuda\\c_api" GLOB "src/c_api/*.cu")
mxnet_source_group("Cuda\\engine" GLOB "src/engine/*.cu")
mxnet_source_group("Cuda\\io" GLOB "src/io/*.cu")
mxnet_source_group("Cuda\\kvstore" GLOB "src/kvstore/*.cu")
mxnet_source_group("Cuda\\ndarray" GLOB "src/ndarray/*.cu")
mxnet_source_group("Cuda\\operator" GLOB "src/operator/*.cu")
mxnet_source_group("Cuda\\optimizer" GLOB "src/optimizer/*.cu")
mxnet_source_group("Cuda\\resource.cc" GLOB "src/resource.cc/*.cu")
mxnet_source_group("Cuda\\storage" GLOB "src/storage/*.cu")
mxnet_source_group("Cuda\\symbol" GLOB "src/symbol/*.cu")
mxnet_source_group("Source" GLOB "src/*.cc")
mxnet_source_group("Source\\common" GLOB "src/common/*.cc")
mxnet_source_group("Source\\c_api" GLOB "src/c_api/*.cc")
mxnet_source_group("Source\\engine" GLOB "src/engine/*.cc")
mxnet_source_group("Source\\io" GLOB "src/io/*.cc")
mxnet_source_group("Source\\kvstore" GLOB "src/kvstore/*.cc")
mxnet_source_group("Source\\ndarray" GLOB "src/ndarray/*.cc")
mxnet_source_group("Source\\operator" GLOB "src/operator/*.cc")
mxnet_source_group("Source\\optimizer" GLOB "src/optimizer/*.cc")
mxnet_source_group("Source\\resource.cc" GLOB "src/resource.cc/*.cc")
mxnet_source_group("Source\\storage" GLOB "src/storage/*.cc")
mxnet_source_group("Source\\symbol" GLOB "src/symbol/*.cc")
FILE(GLOB_RECURSE SOURCE "src/*.cc" "src/*.h")
FILE(GLOB_RECURSE CUDA "src/*.cu")
if(USE_PLUGINS_WARPCTC)
set(WARPCTC_INCLUDE "" CACHE PATH "WARPCTC include")
set(WARPCTC_LIB "" CACHE FILEPATH "WARPCTC lib")
include_directories(SYSTEM ${WARPCTC_INCLUDE})
list(APPEND mxnet_LINKER_LIBS ${WARPCTC_LIB})
mxnet_source_group("Include\\plugin\\warpctc" GLOB "plugin/warpctc/*.h")
mxnet_source_group("Source\\plugin\\warpctc" GLOB "plugin/warpctc/*.cc")
mxnet_source_group("Cuda\\plugin\\warpctc" GLOB "plugin/warpctc/*.cu")
FILE(GLOB_RECURSE PLUGINS_SOURCE "plugin/warpctc/*.cc" "plugin/warpctc/*.h")
FILE(GLOB_RECURSE PLUGINS_CUSRC "plugin/warpctc/*.cu")
list(APPEND SOURCE ${PLUGINS_SOURCE})
list(APPEND CUDA ${PLUGINS_CUSRC})
endif()
if(USE_PLUGIN_CAFFE)
if(NOT DEFINED CAFFE_PATH)
if(EXISTS ${PROJECT_SOURCE_DIR}/caffe)
# Need newer FindCUDA.cmake that correctly handles -std=c++11
cmake_minimum_required(VERSION 3.3)
set(CAFFE_PATH ${PROJECT_SOURCE_DIR}/caffe)
endif()
endif()
list(APPEND CMAKE_MODULE_PATH ${CAFFE_PATH}/cmake)
include_directories(${CAFFE_PATH}/include)
include_directories(${CAFFE_PATH}/build/src)
include_directories(${CMAKE_BINARY_DIR}/caffe/include)
link_directories(${CAFFE_PATH}/build/lib)
if(NOT DEFINED CAFFE_PATH)
message(FATAL_ERROR "Please set CAFFE_PATH to point to the caffe source installation")
endif()
mxnet_source_group("Include\\plugin\\caffe" GLOB "plugin/caffe/*.h")
mxnet_source_group("Source\\plugin\\caffe" GLOB "plugin/caffe/*.cc")
mxnet_source_group("Cuda\\plugin\\caffe" GLOB "plugin/caffe/*.cu")
FILE(GLOB_RECURSE PLUGINS_SOURCE "plugin/caffe/*.cc" "plugin/caffe/*.h")
FILE(GLOB_RECURSE PLUGINS_CUSRC "plugin/caffe/*.cu")
list(APPEND SOURCE ${PLUGINS_SOURCE})
list(APPEND CUDA ${PLUGINS_CUSRC})
include_directories(${CMAKE_BINARY_DIR}/include)
list(APPEND mxnet_LINKER_LIBS
protobuf boost_system boost_thread boost_filesystem
gflags glog caffe
${Caffe_LINKER_LIBS}
)
endif()
if (NOT (EXTRA_OPERATORS STREQUAL ""))
mxnet_source_group("Extra" GLOB_RECURSE "${EXTRA_OPERATORS}/*.cc")
mxnet_source_group("Extra\\Cuda" GLOB_RECURSE "${EXTRA_OPERATORS}/*.cu")
FILE(GLOB_RECURSE EXTRA_SRC "${EXTRA_OPERATORS}/*.cc")
FILE(GLOB_RECURSE EXTRA_CUSRC "${EXTRA_OPERATORS}/*.cu")
list(APPEND SOURCE ${EXTRA_SRC} ${EXTRA_CUSRC})
endif()
if(MSVC)
foreach(flag_var
CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE
CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELWITHDEBINFO)
if(${flag_var} MATCHES "/MD")
string(REGEX REPLACE "/MD" "/MT" ${flag_var} "${${flag_var}}")
endif(${flag_var} MATCHES "/MD")
endforeach(flag_var)
endif()
if(USE_CUDA)
# define preprocessor macro so that we will not include the generated forcelink header
mshadow_cuda_compile(cuda_objs ${CUDA})
if(MSVC)
FIND_LIBRARY(CUDA_nvrtc_LIBRARY nvrtc "${CUDA_TOOLKIT_ROOT_DIR}/lib/x64" "${CUDA_TOOLKIT_ROOT_DIR}/lib/win32")
list(APPEND mxnet_LINKER_LIBS ${CUDA_nvrtc_LIBRARY})
set(CUDA_cuda_LIBRARY "${CUDA_nvrtc_LIBRARY}/../cuda.lib")
list(APPEND mxnet_LINKER_LIBS ${CUDA_cuda_LIBRARY})
else(MSVC)
list(APPEND mxnet_LINKER_LIBS nvrtc cuda)
link_directories("${CUDA_TOOLKIT_ROOT_DIR}/lib64")
endif()
list(APPEND SOURCE ${cuda_objs} ${CUDA})
endif()
# unsupported: if caffe is a subdirectory of mxnet, load its CMakeLists.txt as well
if(USE_PLUGIN_CAFFE)
if(EXISTS ${PROJECT_SOURCE_DIR}/caffe)
add_subdirectory(caffe)
endif()
endif()
if(NOT MSVC)
# Only add c++11 flags and definitions after cuda compiling
add_definitions(-DDMLC_USE_CXX11)
add_definitions(-DMSHADOW_IN_CXX11)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++0x")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /EHsc")
endif()
if(${CMAKE_SYSTEM_NAME} STREQUAL "Darwin")
add_library(mxnet MODULE ${SOURCE})
else()
add_library(mxnet SHARED ${SOURCE})
endif()
target_link_libraries(mxnet ${mxnet_LINKER_LIBS})
target_link_libraries(mxnet dmlccore)
if(MSVC)
set_target_properties(mxnet PROPERTIES OUTPUT_NAME "libmxnet")
endif()
if(USE_DIST_KVSTORE)
add_definitions(-DMXNET_USE_DIST_KVSTORE)
target_link_libraries(mxnet pslite)
target_link_libraries(mxnet ${pslite_LINKER_LIBS})
include_directories(SYSTEM ${pslite_INCLUDE_DIR})
endif()
# ---[ Linter target
if(MSVC)
find_package(PythonInterp 2)
set(PYTHON2_EXECUTABLE ${PYTHON_EXECUTABLE} CACHE FILEPATH "Path to the python 2.x executable")
find_package(PythonInterp 3)
set(PYTHON3_EXECUTABLE ${PYTHON_EXECUTABLE} CACHE FILEPATH "Path to the python 3.x executable")
endif()
set(LINT_DIRS include src scripts python)
add_custom_target(mxnet_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DPYTHON2_EXECUTABLE=${PYTHON2_EXECUTABLE} -DPYTHON3_EXECUTABLE=${PYTHON3_EXECUTABLE} -DLINT_DIRS=${LINT_DIRS} -DPROJECT_SOURCE_DIR=${PROJECT_SOURCE_DIR} -DPROJECT_NAME=mxnet -P ${PROJECT_SOURCE_DIR}/dmlc-core/cmake/lint.cmake)