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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 3.0.2)
if((${CMAKE_VERSION} VERSION_GREATER "3.9.0") OR (${CMAKE_VERSION} VERSION_EQUAL "3.9.0"))
set(FIRST_CUDA TRUE)
else()
set(FIRST_CUDA FALSE)
endif()
include(cmake/Utils.cmake)
#Some things have order. This must be put in front alone
mxnet_option(USE_CUDA "Build with CUDA support" ON)
mxnet_option(USE_OLDCMAKECUDA "Build with old cmake cuda" OFF)
if(USE_CUDA)
add_definitions(-DMSHADOW_USE_CUDA=1)
IF(FIRST_CUDA AND (NOT USE_OLDCMAKECUDA))
set(__cuda_toolset "7.5" "8.0" "9.0")
set(CUDA_TOOLSET "8.0" CACHE STRING "Select CUDA Version.")
set_property( CACHE CUDA_TOOLSET PROPERTY STRINGS "" ${__cuda_toolset} )
set(CMAKE_GENERATOR_TOOLSET "cuda=${CUDA_TOOLSET},host=x64")
project(mxnet C CXX CUDA)
else()
project(mxnet C CXX)
set(FIRST_CUDA FALSE)
endif()
else()
project(mxnet C CXX)
add_definitions(-DMSHADOW_USE_CUDA=0)
endif()
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_LAPACK "Build with lapack support" ON IF NOT MSVC)
mxnet_option(USE_MKL_IF_AVAILABLE "Use MKL if found" ON)
mxnet_option(USE_MKLML_MKL "Use MKLML variant of MKL (if MKL found)" ON IF USE_MKL_IF_AVAILABLE AND UNIX AND (NOT APPLE))
mxnet_option(USE_MKL_EXPERIMENTAL "Use experimental MKL (if MKL enabled and found)" OFF)
mxnet_option(USE_OPERATOR_TUNING "Enable auto-tuning of operators" ON AND NOT MSVC)
mxnet_option(USE_GPERFTOOLS "Build with GPerfTools support (if found)" ON)
mxnet_option(USE_JEMALLOC "Build with Jemalloc support" ON)
mxnet_option(USE_PROFILER "Build with Profiler support" ON)
mxnet_option(USE_DIST_KVSTORE "Build with DIST_KVSTORE support" OFF)
mxnet_option(USE_PLUGINS_WARPCTC "Use WARPCTC Plugins" OFF)
mxnet_option(USE_PLUGIN_CAFFE "Use Caffe Plugin" OFF)
mxnet_option(USE_CPP_PACKAGE "Build C++ Package" OFF)
mxnet_option(USE_MXNET_LIB_NAMING "Use MXNet library naming conventions." ON)
mxnet_option(USE_GPROF "Compile with gprof (profiling) flag" OFF)
mxnet_option(USE_VTUNE "Enable use of Intel Amplifier XE (VTune)" OFF) # one could set VTUNE_ROOT for search path
mxnet_option(INSTALL_EXAMPLES "Install the example source files." OFF)
mxnet_option(USE_SIGNAL_HANDLER "Print stack traces on segfaults." OFF)
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/build/private/local_config.cmake)
include(${CMAKE_CURRENT_SOURCE_DIR}/build/private/local_config.cmake)
endif()
if(MSVC)
set(SYSTEM_ARCHITECTURE x86_64)
else()
EXECUTE_PROCESS( COMMAND uname -m COMMAND tr -d '\n' OUTPUT_VARIABLE SYSTEM_ARCHITECTURE)
endif()
set(CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake/Modules;${CMAKE_MODULE_PATH}")
SET(EXTRA_OPERATORS "" CACHE PATH "EXTRA OPERATORS PATH")
if("$ENV{VERBOSE}" STREQUAL "1")
message(STATUS " Verbose Makefile ACTIVATED")
set(CMAKE_VERBOISE_MAKEFILE ON)
endif()
if(MSVC)
add_definitions(-DWIN32_LEAN_AND_MEAN)
add_definitions(-DDMLC_USE_CXX11)
add_definitions(-DMSHADOW_IN_CXX11)
add_definitions(-D_SCL_SECURE_NO_WARNINGS)
add_definitions(-D_CRT_SECURE_NO_WARNINGS)
add_definitions(-DMXNET_EXPORTS)
add_definitions(-DNNVM_EXPORTS)
add_definitions(-DDMLC_STRICT_CXX11)
set(CMAKE_C_FLAGS "/MP")
set(CMAKE_CXX_FLAGS "${CMAKE_C_FLAGS} /bigobj")
else(MSVC)
include(CheckCXXCompilerFlag)
check_cxx_compiler_flag("-std=c++11" SUPPORT_CXX11)
check_cxx_compiler_flag("-std=c++0x" SUPPORT_CXX0X)
check_cxx_compiler_flag("-msse2" SUPPORT_MSSE2)
set(CMAKE_C_FLAGS "-Wall -Wno-unknown-pragmas -fPIC -Wno-sign-compare")
if ("${CMAKE_CXX_COMPILER_ID}" MATCHES ".*Clang$")
set(CMAKE_C_FLAGS "-Wno-braced-scalar-init")
endif()
if(CMAKE_BUILD_TYPE STREQUAL "Debug")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O0 -g")
elseif(CMAKE_BUILD_TYPE STREQUAL "RelWithDebInfo")
add_definitions(-DNDEBUG=1)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O3 -g")
else()
add_definitions(-DNDEBUG=1)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -O3")
endif()
if(SUPPORT_MSSE2)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -msse2")
endif()
set(CMAKE_CXX_FLAGS ${CMAKE_C_FLAGS})
if(SUPPORT_CXX11)
add_definitions(-DDMLC_USE_CXX11=1)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
elseif(SUPPORT_CXX0X)
add_definitions(-DDMLC_USE_CXX11=1)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++0x")
endif()
endif(MSVC)
set(mxnet_LINKER_LIBS "")
if(USE_GPROF)
message(STATUS "Using GPROF")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -g -pg")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -pg")
set(CMAKE_LINK_LIBRARY_FILE_FLAG "${CMAKE_LINK_LIBRARY_FILE_FLAG} -g -pg")
endif()
if(USE_VTUNE)
message(STATUS "Using VTUNE")
if(NOT VTUNE_ROOT)
set(VTUNE_ROOT /opt/intel/vtune_amplifier_xe_2017)
endif()
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fno-omit-frame-pointer -g -pg")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-omit-frame-pointer -g -pg")
set(CMAKE_LINK_LIBRARY_FILE_FLAG "${CMAKE_LINK_LIBRARY_FILE_FLAG} -g -pg")
add_definitions(-DMXNET_USE_VTUNE=1)
include_directories(${VTUNE_ROOT}/include)
list(APPEND mxnet_LINKER_LIBS ${VTUNE_ROOT}/lib64/libittnotify.a)
list(APPEND mxnet_LINKER_LIBS dl)
endif()
if(USE_MKL_IF_AVAILABLE)
if(USE_MKL_EXPERIMENTAL AND NOT USE_MKLML_MKL)
message(ERROR " USE_MKL_EXPERIMENTAL can only be used when USE_MKL_EXPERIMENTAL is enabled")
endif()
find_package(MKL)
if(MKL_FOUND)
include_directories(${MKL_INCLUDE_DIR})
include_directories(${CMAKE_CURRENT_SOURCE_DIR}/src/operator/mkl)
add_definitions(-DMXNET_USE_MKL2017=1)
add_definitions(-DUSE_MKL=1)
add_definitions(-DCUB_MKL=1)
list(APPEND mxnet_LINKER_LIBS ${MKL_LIBRARIES})
if(NOT MSVC)
list(APPEND mxnet_LINKER_LIBS dl)
endif()
# If using MKL, use the Intel OMP libraries
list(APPEND mxnet_LINKER_LIBS iomp5)
if(USE_MKL_EXPERIMENTAL)
add_definitions(-DMKL_EXPERIMENTAL=1)
else()
add_definitions(-DMKL_EXPERIMENTAL=0)
endif()
else()
message(STATUS " MKL not found")
endif()
endif()
# Allow Cuda compiles outside of src tree to find things in 'src' and 'include'
include_directories(${CMAKE_CURRENT_SOURCE_DIR}/include)
include_directories(${CMAKE_CURRENT_SOURCE_DIR}/src)
if(FIRST_CUDA)
include(cmake/ChooseBlas.cmake)
include(mshadow/cmake/Utils.cmake)
include(cmake/FirstClassLangCuda.cmake)
else()
if(EXISTS ${PROJECT_SOURCE_DIR}/mshadow/cmake)
include(mshadow/cmake/mshadow.cmake)
include(mshadow/cmake/Utils.cmake)
include(mshadow/cmake/Cuda.cmake)
else()
include(mshadowUtils)
include(Cuda)
include(mshadow)
endif()
endif()
list(APPEND mxnet_LINKER_LIBS ${mshadow_LINKER_LIBS})
foreach(var ${C_CXX_INCLUDE_DIRECTORIES})
include_directories(${var})
endforeach()
include_directories("include")
include_directories("mshadow")
include_directories("3rdparty/cub")
include_directories("nnvm/include")
include_directories("dmlc-core/include")
include_directories("dlpack/include")
# commented out until PR goes through
#if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/dlpack)
# add_subdirectory(dlpack)
#endif()
if(NOT MSVC AND NOT APPLE)
set(BEGIN_WHOLE_ARCHIVE -Wl,--whole-archive)
set(END_WHOLE_ARCHIVE -Wl,--no-whole-archive)
endif()
if(UNIX)
find_library(RTLIB rt)
if(RTLIB)
list(APPEND mxnet_LINKER_LIBS ${RTLIB})
endif()
endif()
set(ALT_MALLOC_FLAGS "-fno-builtin-malloc -fno-builtin-calloc -fno-builtin-realloc -fno-builtin-free")
# ---[ gperftools
if(USE_GPERFTOOLS)
find_package(Gperftools)
if(GPERFTOOLS_FOUND)
message(STATUS "Using Gperftools malloc (tcmalloc)")
include_directories(${GPERFTOOLS_INCLUDE_DIR})
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${ALT_MALLOC_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${ALT_MALLOC_FLAGS}")
set(mxnet_LINKER_LIBS ${mxnet_LINKER_LIBS} ${GPERFTOOLS_LIBRARIES})
set(USE_JEMALLOC 0)
endif()
endif()
# ---[ jemalloc
if(USE_JEMALLOC)
if(USE_GPERFTOOLS)
message(ERROR "Only one of USE_JEMALLOC and USE_GPERFTOOLS can be defined at once")
endif()
find_package(JeMalloc)
if(JEMALLOC_FOUND)
message(STATUS "Using JEMalloc malloc")
add_definitions(-DUSE_JEMALLOC)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${ALT_MALLOC_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${ALT_MALLOC_FLAGS}")
include_directories(${JEMALLOC_INCLUDE_DIRS})
set(mxnet_LINKER_LIBS ${mxnet_LINKER_LIBS} ${JEMALLOC_LIBRARIES})
endif()
endif()
# ---[ OpenCV
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 ${OpenCV_LIBS})
message(STATUS " OpenCV_LIBS=${OpenCV_LIBS}")
message(STATUS "OpenCV found (${OpenCV_CONFIG_PATH})")
add_definitions(-DMXNET_USE_OPENCV=1)
if(NOT MSVC)
if (CMAKE_CXX_COMPILER_ID MATCHES "Clang")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wl,-undefined,error")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wl,--no-undefined")
endif()
endif()
else(USE_OPENCV)
message(STATUS "OpenCV Disabled")
add_definitions(-DMXNET_USE_OPENCV=0)
endif()
# ---[ OpenMP
if(USE_OPENMP)
find_package(OpenMP REQUIRED)
# This should build on Windows, but there's some problem and I don't have a Windows box, so
# could a Windows user please fix?
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/openmp/CMakeLists.txt AND SYSTEM_ARCHITECTURE STREQUAL "x86_64" AND NOT MSVC)
# Intel/llvm OpenMP: https://github.com/llvm-mirror/openmp
set(OPENMP_STANDALONE_BUILD TRUE)
set(LIBOMP_ENABLE_SHARED TRUE)
add_subdirectory(${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/openmp)
list(REMOVE_ITEM mxnet_LINKER_LIBS iomp5)
list(APPEND mxnet_LINKER_LIBS omp)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
else()
if(OPENMP_FOUND)
set(CMAKE_C_FLAGS "${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} ${OpenMP_EXE_LINKER_FLAGS}")
endif()
endif()
elseif(UNIX)
list(APPEND mxnet_LINKER_LIBS pthread)
endif()
# ---[ LAPack
if(USE_LAPACK)
add_definitions(-DMXNET_USE_LAPACK=1)
list(APPEND mxnet_LINKER_LIBS lapack)
else(USE_LAPACK)
# Workaround for Windows until using new Jenkinsfile.
if(BLAS STREQUAL "Open" OR BLAS STREQUAL "open")
add_definitions(-DMXNET_USE_LAPACK=1)
endif()
endif()
# ---[ jemalloc
if(USE_JEMALLOC)
find_package(JeMalloc)
if(JEMALLOC_FOUND)
add_definitions(-DUSE_JEMALLOC)
include_directories(${JEMALLOC_INCLUDE_DIRS})
set(mxnet_LINKER_LIBS ${mxnet_LINKER_LIBS} ${JEMALLOC_LIBRARIES})
endif()
endif()
include(CTest)
set(GTEST_ROOT "${CMAKE_CURRENT_SOURCE_DIR}/3rdparty/googletest/googletest")
set(GTEST_INCLUDE_DIR ${GTEST_ROOT}/include)
#set(GTEST_BOTH_LIBRARIES gtest gtest_main)
set(GTEST_LIBRARIES gtest gtest_main)
set(GTEST_MAIN_LIBRARY gtest_main)
set(GTEST_LIBRARY gtest)
add_subdirectory(${GTEST_ROOT})
find_package(GTest REQUIRED)
# cudnn detection
if(USE_CUDNN AND USE_CUDA)
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()
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/dmlc-core/cmake)
add_subdirectory("dmlc-core")
endif()
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/mshadow/cmake)
add_subdirectory("mshadow")
endif()
FILE(GLOB_RECURSE SOURCE "src/*.cc" "src/*.h" "include/*.h")
FILE(GLOB_RECURSE CUDA "src/*.cu" "src/*.cuh")
# add nnvm to source
FILE(GLOB_RECURSE NNVMSOURCE
nnvm/src/c_api/*.cc
nnvm/src/core/*.cc
nnvm/src/pass/*.cc
nnvm/src/c_api/*.h
nnvm/src/core/*.h
nnvm/src/pass/*.h
nnvm/include/*.h)
list(APPEND SOURCE ${NNVMSOURCE})
# add mshadow file
FILE(GLOB_RECURSE MSHADOWSOURCE "mshadow/mshadow/*.h")
FILE(GLOB_RECURSE MSHADOW_CUDASOURCE "mshadow/mshadow/*.cuh")
list(APPEND SOURCE ${MSHADOWSOURCE})
list(APPEND CUDA ${MSHADOW_CUDASOURCE})
# add source group
FILE(GLOB_RECURSE GROUP_SOURCE "src/*.cc" "nnvm/*.cc" "plugin/*.cc")
FILE(GLOB_RECURSE GROUP_Include "src/*.h" "nnvm/*.h" "mshadow/mshadow/*.h" "plugin/*.h")
FILE(GLOB_RECURSE GROUP_CUDA "src/*.cu" "src/*.cuh" "mshadow/mshadow/*.cuh" "plugin/*.cu" "plugin/*.cuh")
assign_source_group("Source" ${GROUP_SOURCE})
assign_source_group("Include" ${GROUP_Include})
assign_source_group("CUDA" ${GROUP_CUDA})
if(USE_PLUGINS_WARPCTC)
set(WARPCTC_INCLUDE "" CACHE PATH "WARPCTC include")
set(WARPCTC_LIB_DEBUG "" CACHE FILEPATH "WARPCTC lib")
set(WARPCTC_LIB_RELEASE "" CACHE FILEPATH "WARPCTC lib")
include_directories(SYSTEM ${WARPCTC_INCLUDE})
list(APPEND mxnet_LINKER_LIBS ${WARPCTC_LIB})
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_OPERATOR_TUNING)
add_definitions(-DMXNET_USE_OPERATOR_TUNING=1)
endif()
if(USE_PLUGIN_CAFFE)
if(NOT USE_CUDA)
set(CPU_ONLY ON)
add_definitions(-DCPU_ONLY=1)
endif()
if(NOT DEFINED CAFFE_PATH)
if(EXISTS ${CMAKE_CURRENT_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)
else()
set(CAFFE_PATH $ENV{CAFFE_PATH})
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()
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)
add_definitions(-DMXNET_USE_CAFFE=1)
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)
if(FIRST_CUDA)
mshadow_select_nvcc_arch_flags(NVCC_FLAGS_ARCH)
string(REPLACE ";" " " NVCC_FLAGS_ARCH "${NVCC_FLAGS_ARCH}")
set(CMAKE_CUDA_FLAGS "${NVCC_FLAGS_ARCH}")
set(CMAKE_CUDA_FLAGS_RELEASE "${NVCC_FLAGS_ARCH} -use_fast_math")
list(APPEND mxnet_LINKER_LIBS nvrtc cuda cublas cufft cusolver curand)
list(APPEND SOURCE ${CUDA})
add_definitions(-DMXNET_USE_CUDA=1)
else()
list(APPEND CUDA_INCLUDE_DIRS ${INCLUDE_DIRECTORIES})
# 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 ${CUDA_cuda_LIBRARY})
FIND_LIBRARY(CUDA_cufft_LIBRARY nvrtc "${CUDA_TOOLKIT_ROOT_DIR}/lib/x64" "${CUDA_TOOLKIT_ROOT_DIR}/lib/win32")
list(APPEND mxnet_LINKER_LIBS "${CUDA_cufft_LIBRARY}/../cufft.lib") # For fft operator
FIND_LIBRARY(CUDA_cusolver_LIBRARY nvrtc "${CUDA_TOOLKIT_ROOT_DIR}/lib/x64" "${CUDA_TOOLKIT_ROOT_DIR}/lib/win32")
list(APPEND mxnet_LINKER_LIBS "${CUDA_cusolver_LIBRARY}/../cusolver.lib") # For cusolver
else(MSVC)
list(APPEND mxnet_LINKER_LIBS nvrtc cuda cufft cusolver)
link_directories("${CUDA_TOOLKIT_ROOT_DIR}/lib64")
endif()
list(APPEND SOURCE ${cuda_objs} ${CUDA})
add_definitions(-DMXNET_USE_CUDA=1)
if(CUDA_LIBRARY_PATH)
if(IS_CONTAINER_BUILD)
# In case of building on a production-like build container which may not have Cuda installed
if(NOT CMAKE_SYSTEM_HAS_CUDA)
# Assuming building in a container that doesn't have CUDA installed (ie CPU-only build machine)
# so use the stub cuda driver shared library
if(EXISTS ${CUDA_LIBRARY_PATH}/stubs/libcuda.so)
link_directories(${CUDA_LIBRARY_PATH}/stubs)
endif()
endif()
endif()
endif()
endif()
endif()
# unsupported: if caffe is a subdirectory of mxnet, load its CMakeLists.txt as well
if(USE_PLUGIN_CAFFE)
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/caffe)
add_subdirectory(caffe)
endif()
endif()
if(NOT EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/nnvm/CMakeLists.txt")
set(nnvm_LINKER_LIBS nnvm)
list(APPEND mxnet_LINKER_LIBS ${nnvm_LINKER_LIBS})
endif()
if(NOT MSVC)
# Only add c++11 flags and definitions after cuda compiling
add_definitions(-DDMLC_USE_CXX11)
add_definitions(-DMSHADOW_IN_CXX11)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++0x")
else()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /EHsc")
endif()
set(MXNET_INSTALL_TARGETS mxnet)
if(${CMAKE_SYSTEM_NAME} STREQUAL "Darwin" AND USE_MXNET_LIB_NAMING)
add_library(mxnet MODULE ${SOURCE})
add_library(mxnet_static STATIC ${SOURCE})
else()
if(UNIX)
list(APPEND MXNET_INSTALL_TARGETS mxnet_static)
add_library(mxnet_static STATIC ${SOURCE})
# Need an arbitrary source file to trigger CMake to build the library
add_library(mxnet SHARED)
set_target_properties(mxnet_static PROPERTIES OUTPUT_NAME mxnet)
target_link_libraries(mxnet PRIVATE "-Wl,--whole-archive $<TARGET_FILE:mxnet_static> -Wl,--no-whole-archive")
target_link_libraries(mxnet PRIVATE mxnet_static) # Let cmake understand the dependency
else()
add_library(mxnet SHARED ${SOURCE})
endif()
endif()
if(USE_CUDA)
if(FIRST_CUDA)
target_compile_options(mxnet PUBLIC "$<$<CONFIG:DEBUG>:-Xcompiler=-MTd>")
target_compile_options(mxnet PUBLIC "$<$<CONFIG:RELEASE>:-Xcompiler=-MT>")
endif()
endif()
if(USE_DIST_KVSTORE)
if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/ps-lite/CMakeLists.txt)
add_subdirectory("ps-lite")
list(APPEND pslite_LINKER_LIBS pslite protobuf)
target_link_libraries(mxnet PUBLIC debug ${pslite_LINKER_LIBS_DEBUG})
target_link_libraries(mxnet PUBLIC optimized ${pslite_LINKER_LIBS_RELEASE})
if(CMAKE_BUILD_TYPE STREQUAL "Debug")
list(APPEND mxnet_LINKER_LIBS ${pslite_LINKER_LIBS_DEBUG})
else()
list(APPEND mxnet_LINKER_LIBS ${pslite_LINKER_LIBS_RELEASE})
endif()
target_link_libraries(mxnet PUBLIC debug ${pslite_LINKER_LIBS_DEBUG})
target_link_libraries(mxnet PUBLIC optimized ${pslite_LINKER_LIBS_RELEASE})
else()
set(pslite_LINKER_LIBS protobuf zmq-static)
endif()
add_definitions(-DMXNET_USE_DIST_KVSTORE)
include_directories(SYSTEM ${pslite_INCLUDE_DIR})
list(APPEND mxnet_LINKER_LIBS ${pslite_LINKER_LIBS})
endif()
target_link_libraries(mxnet PUBLIC ${mxnet_LINKER_LIBS})
if(USE_PLUGINS_WARPCTC)
target_link_libraries(mxnet PUBLIC debug ${WARPCTC_LIB_DEBUG})
target_link_libraries(mxnet PUBLIC optimized ${WARPCTC_LIB_RELEASE})
endif()
target_link_libraries(mxnet PUBLIC dmlc)
if(MSVC AND USE_MXNET_LIB_NAMING)
set_target_properties(mxnet PROPERTIES OUTPUT_NAME "libmxnet")
endif()
if(USE_PROFILER)
add_definitions(-DMXNET_USE_PROFILER)
endif()
add_subdirectory(tests)
include(GNUInstallDirs)
install(TARGETS ${MXNET_INSTALL_TARGETS}
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
)
install(DIRECTORY include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
if (INSTALL_EXAMPLES)
install(DIRECTORY example DESTINATION ${CMAKE_INSTALL_DATADIR}/${PROJECT_NAME})
endif()
if (USE_SIGNAL_HANDLER)
add_definitions(-DMXNET_USE_SIGNAL_HANDLER=1)
endif()
# AUTO_INSTALL_DIR -> Optional: specify post-build install direcory
if(AUTO_INSTALL_DIR)
# ---[ Install Includes
add_custom_command(TARGET mxnet POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy_directory
${PROJECT_SOURCE_DIR}/include ${AUTO_INSTALL_DIR}/include
)
# ---[ Install Examples
add_custom_command(TARGET mxnet POST_BUILD
COMMAND ${CMAKE_COMMAND} -E copy_directory
${PROJECT_SOURCE_DIR}/example ${AUTO_INSTALL_DIR}/example
)
endif()
if(INSTALL_PYTHON_VERSIONS)
message(STATUS "Installing for python versions: ${INSTALL_PYTHON_VERSIONS}")
foreach(version ${INSTALL_PYTHON_VERSIONS})
set(outdir ${CMAKE_LIBRARY_OUTPUT_DIRECTORY}/python${version}/site-packages/mxnet)
add_custom_command(TARGET mxnet POST_BUILD
COMMAND mkdir -p ${outdir}
COMMAND cp -ru ${CMAKE_CURRENT_SOURCE_DIR}/python/mxnet/* ${outdir}
)
endforeach()
endif()
if(USE_CPP_PACKAGE)
add_subdirectory(cpp-package)
endif()
# Problems on Mac OS X: 1. librt not available 2. mxnet built as MODULE library, which can't be linked.
if(!${CMAKE_SYSTEM_NAME} STREQUAL "Darwin")
add_subdirectory(example/image-classification/predict-cpp)
endif()
# ---[ Linter target
if(MSVC)
find_package(PythonInterp)
set(PYTHON_EXECUTABLE ${PYTHON_EXECUTABLE} CACHE FILEPATH "Path to the python executable")
endif()
set(LINT_DIRS "include src plugin cpp-package tests")
set(EXCLUDE_PATH "src/operator/contrib/ctc_include")
add_custom_target(mxnet_lint COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DPYTHON_EXECUTABLE=${PYTHON_EXECUTABLE} -DLINT_DIRS=${LINT_DIRS} -DPROJECT_SOURCE_DIR=${CMAKE_CURRENT_SOURCE_DIR} -DPROJECT_NAME=mxnet -DEXCLUDE_PATH=${EXCLUDE_PATH} -P ${CMAKE_CURRENT_SOURCE_DIR}/dmlc-core/cmake/lint.cmake)