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CMakeLists.txt
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project(dlprimitives)
cmake_minimum_required(VERSION 3.0)
enable_testing()
if(NOT WIN32)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11 -g -O2 -Wall")
endif()
option(USE_CL_HPP "Use older CL/cl.hpp instead of CL/opencl.hpp" OFF)
option(USE_CL2_HPP "Use older CL/cl2.hpp instead of CL/opencl.hpp" OFF)
option(USE_INTERNAL_BLAS "Use Internal Blas" OFF)
option(USE_HDF "Compile with HDF support" ON)
option(USE_SQLITE3 "Compile with sqlite3 support for kernel caching" ON)
option(USE_ONNX "Compile with ONNX support" ON)
option(USE_PYDLPRIM "Compile python interface for dlprimitives" ON)
option(BUILD_CORE_ONLY "Build only dlprimitives core" OFF)
option(DLPRIM_STATIC_BUILD "Build static version only" OFF)
if(BUILD_CORE_ONLY)
SET(USE_CL_HPP OFF)
SET(USE_HDF OFF)
SET(USE_ONNX OFF)
set(USE_PYDLPRIM OFF)
endif()
if(USE_CL_HPP)
if(APPLE)
find_path(OCL_PATH OpenCL/cl.hpp)
else()
find_path(OCL_PATH CL/cl.hpp)
endif()
set(DLPRIM_USE_CL1_HPP 1)
set(DLPRIM_USE_CL2_HPP 0)
elseif(USE_CL2_HPP)
if(APPLE)
find_path(OCL_PATH OpenCL/cl2.hpp)
else()
find_path(OCL_PATH CL/cl2.hpp)
endif()
set(DLPRIM_USE_CL1_HPP 0)
set(DLPRIM_USE_CL2_HPP 1)
else()
if(APPLE)
find_path(OCL_PATH OpenCL/opencl.hpp)
else()
find_path(OCL_PATH CL/opencl.hpp)
endif()
set(DLPRIM_USE_CL1_HPP 0)
set(DLPRIM_USE_CL2_HPP 0)
endif()
find_library(OCL_LIB OpenCL)
set(WITH_SQLITE3 OFF)
if (USE_SQLITE3)
find_path(SQLITE3_PATH sqlite3.h)
find_library(SQLITE3_LIB sqlite3)
if(SQLITE3_PATH AND SQLITE3_LIB)
include_directories(${SQLITE3_PATH})
set(WITH_SQLITE3 ON)
endif()
endif()
if(USE_ONNX)
find_package(Protobuf)
if(PROTOBUF_FOUND)
if(USE_ONNX)
set(WITH_ONNX ON)
endif()
else()
set(WITH_ONNX OFF)
endif()
else()
set(WITH_ONNX OFF)
endif()
configure_file(config.cmake.hpp dlprim/config.hpp)
set(DLPRIM_PUBLIC_HEADERS ${CMAKE_CURRENT_BINARY_DIR}/dlprim/config.hpp)
include_directories("${CMAKE_CURRENT_SOURCE_DIR}/include")
include_directories("${CMAKE_CURRENT_BINARY_DIR}")
include_directories("${CMAKE_CURRENT_SOURCE_DIR}/src/my_blas")
include_directories("${OCL_PATH}")
find_program(PYTHON NAMES python3 python python2)
if(NOT PYTHON)
message(FATAL_ERROR "Can't build without Python interpreter")
endif(NOT PYTHON)
if(USE_HDF)
find_package(HDF5)
endif()
if(USE_HDF AND HDF5_FOUND)
include_directories(${HDF5_INCLUDE_DIR})
else()
add_definitions(-DDISABLE_HDF5)
endif()
if(NOT LIBDIR)
set(LIBDIR lib CACHE STRING "Library installation directory" FORCE)
endif()
SET(TEST_DEV "0:0" CACHE STRING "OpenCL platform:device, default 0:0")
if(NOT USE_INTERNAL_BLAS)
find_path(CBLAS_PATH cblas.h)
find_library(CBLAS_LIB openblas blas)
endif()
file(GLOB CL_SOURCES ${CMAKE_CURRENT_SOURCE_DIR}/src/kernels/*.cl)
file(GLOB CL_HEADERS ${CMAKE_CURRENT_SOURCE_DIR}/src/kernels/*.h)
if(NOT BUILD_CORE_ONLY)
find_package(PythonLibs 3)
endif()
if(PYTHONLIBS_FOUND AND NOT BUILD_CORE_ONLY)
string(REPLACE "." ";" PLIB_VER_LIST ${PYTHONLIBS_VERSION_STRING})
list(GET PLIB_VER_LIST 0 PLIB_VER_MAJOR)
list(GET PLIB_VER_LIST 1 PLIB_VER_MINOR)
set(PLIB_VER "${PLIB_VER_MAJOR}${PLIB_VER_MINOR}")
find_package(Boost COMPONENTS python${PLIB_VER} numpy${PLIB_VER} python3 numpy3 python numpy)
else()
set(PLIB_VER "00")
endif()
if(PYTHONLIBS_FOUND AND Boost_NUMPY${PLIB_VER}_FOUND AND Boost_PYTHON${PLIB_VER}_FOUND)
set(BPYTHON_LIB "${Boost_PYTHON${PLIB_VER}_LIBRARY}")
set(BNUMPY_LIB "${Boost_NUMPY${PLIB_VER}_LIBRARY}")
set(BUILD_PYDLPRIM TRUE)
elseif(PYTHONLIBS_FOUND AND Boost_NUMPY3_FOUND AND Boost_PYTHON3_FOUND)
set(BPYTHON_LIB "${Boost_PYTHON3_LIBRARY}")
set(BNUMPY_LIB "${Boost_NUMPY3_LIBRARY}")
set(BUILD_PYDLPRIM TRUE)
elseif(PYTHONLIBS_FOUND AND Boost_NUMPY_FOUND AND Boost_PYTHON_FOUND)
set(BPYTHON_LIB "${Boost_PYTHON_LIBRARY}")
set(BNUMPY_LIB "${Boost_NUMPY_LIBRARY}")
set(BUILD_PYDLPRIM TRUE)
else()
set(BUILD_PYDLPRIM FALSE)
endif()
if(NOT BUILD_CORE_ONLY)
if(NOT CBLAS_LIB OR NOT CBLAS_PATH)
set(EXTRA_SRC src/my_blas/my_cblas.cpp)
set(BLAS_LIB )
set(EXTRA_DEFS -DUSE_INTERNAL_BLAS)
else()
set(EXTRA_SRC )
set(BLAS_LIB ${CBLAS_LIB})
include_directories("${CBLAS_PATH}")
set(EXTRA_DEFS )
endif()
add_definitions(${EXTRA_DEFS})
endif()
message("=== Status ===")
message(" OpenCL: include ${OCL_PATH}")
message(" lib ${OCL_LIB}")
message(" Python: ${PYTHON}")
if(BLAS_LIB)
message(" BLAS: include ${CBLAS_PATH}")
message(" lib ${CBLAS_LIB}")
else()
message(" BLAS: None")
endif()
if(HDF5_FOUND)
message(" HDF5: include ${HDF5_INCLUDE_DIR}")
message(" lib ${HDF5_LIBRARIES} hdf5_cpp")
else()
message(" HDF5: None")
endif()
if(WITH_SQLITE3)
message(" Sqlite3: include ${SQLITE3_PATH}")
message(" lib ${SQLITE3_LIB}")
else()
message(" Sqlite3: disabled")
endif()
if(WITH_ONNX)
message(" Protobuf: ${PROTOBUF_VERSION}, ${Protobuf_VERSION}")
else()
message(" Protobuf (onnx): disabled")
endif()
if(BUILD_PYDLPRIM)
message(" Python dlprim: enabled")
message(" Python version: ${PLIB_VER}")
message(" Python: lib ${PYTHON_LIBRARIES}")
message(" include ${PYTHON_INCLUDE_DIRS}")
message(" Boost: include ${Boost_INCLUDE_DIRS}")
message(" boost_numpy ${BNUMPY_LIB}")
message(" boost_python ${BPYTHON_LIB}")
else()
message(" Python dlprim: disabled")
endif()
add_custom_command(
OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/kernels.cpp
DEPENDS
${CL_SOURCES} ${CL_HEADERS} ${CMAKE_CURRENT_SOURCE_DIR}/src/kernels/build_source.py
COMMAND
${PYTHON} ${CMAKE_CURRENT_SOURCE_DIR}/src/kernels/build_source.py
-o ${CMAKE_CURRENT_BINARY_DIR}/kernels.cpp
-I ${CMAKE_CURRENT_SOURCE_DIR}/src/kernels
${CL_SOURCES}
)
set(DLPRIM_CORE_SRC
src/context.cpp
src/tensor.cpp
src/program_cache.cpp
src/gemm.cpp
src/random.cpp
src/shape.cpp
src/core/ip.cpp
src/core/init.cpp
src/core/conv.cpp
src/core/bn.cpp
src/core/slice.cpp
src/core/pool.cpp
src/core/pointwise.cpp
src/core/loss.cpp
src/core/activation.cpp
src/core/util.cpp
src/core/interpolate.cpp
${CMAKE_CURRENT_BINARY_DIR}/kernels.cpp)
set(DLPRIM_SRC
src/operators_factory.cpp
src/json.cpp
src/activation.cpp
src/net.cpp
src/ops/inner_product.cpp
src/ops/batch_normalization.cpp
src/ops/conv2d.cpp
src/ops/activation.cpp
src/ops/softmax.cpp
src/ops/elementwise.cpp
src/ops/pooling.cpp
src/ops/bwd_bias.cpp
src/ops/axpby.cpp
src/ops/scal.cpp
src/ops/concat.cpp
src/ops/nll_loss.cpp
src/ops/mse_loss.cpp
src/ops/initialization.cpp
src/ops/reshape.cpp
src/ops/pointwise.cpp
src/ops/reduction.cpp
src/ops/parameter.cpp
src/ops/interpolation.cpp
${EXTRA_SRC}
)
SET(CMAKE_INSTALL_RPATH "${CMAKE_INSTALL_PREFIX}/${LIBDIR}")
if(WIN32 OR DLPRIM_STATIC_BUILD)
add_library(dlprim_core STATIC ${DLPRIM_CORE_SRC})
if(NOT WIN32)
set_target_properties(dlprim_core PROPERTIES POSITION_INDEPENDENT_CODE ON)
endif()
else()
add_library(dlprim_core SHARED ${DLPRIM_CORE_SRC})
endif()
target_link_libraries(dlprim_core ${OCL_LIB})
if(WITH_SQLITE3)
target_link_libraries(dlprim_core ${SQLITE3_LIB})
endif()
if(NOT BUILD_CORE_ONLY)
if(WIN32)
add_library(dlprim STATIC ${DLPRIM_SRC})
else()
add_library(dlprim SHARED ${DLPRIM_SRC})
endif()
target_link_libraries(dlprim dlprim_core ${OCL_LIB} ${BLAS_LIB})
if(HDF5_FOUND)
target_link_libraries(dlprim ${HDF5_LIBRARIES} hdf5_cpp)
endif()
set_target_properties(dlprim PROPERTIES
PUBLIC_HEADER "${DLPRIM_PUBLIC_HEADERS}")
add_executable(test_context tests/test_context.cpp)
add_executable(test_broadcast_reduce tests/test_broadcast_reduce.cpp)
add_executable(test_util tests/test_util.cpp)
target_link_libraries(test_context dlprim_core)
target_link_libraries(test_util dlprim_core)
target_link_libraries(test_broadcast_reduce dlprim_core)
add_executable(test_from_template tests/test_from_template.cpp)
add_executable(test_net tests/test_net.cpp)
add_executable(test_json tests/json_test.cpp)
add_executable(dlprim_benchmark tools/benchmark.cpp)
add_executable(image_predict examples/cpp/image_predict.cpp)
add_executable(mnist tests/mnist.cpp)
add_executable(train_mnist examples/cpp/train_mnist.cpp)
add_executable(dlprim_flops tools/flops.cpp)
add_executable(test_random tests/test_random.cpp)
add_executable(test_gemm tests/test_gemm.cpp)
target_link_libraries(test_from_template dlprim)
target_link_libraries(mnist dlprim)
target_link_libraries(train_mnist dlprim)
target_link_libraries(dlprim_benchmark dlprim)
target_link_libraries(image_predict dlprim)
target_link_libraries(test_json dlprim)
target_link_libraries(dlprim_flops dlprim)
target_link_libraries(test_net dlprim)
target_link_libraries(test_random dlprim)
target_link_libraries(test_gemm dlprim)
endif()
set(EXTRA_INSTALL )
if(WITH_ONNX)
include_directories(${PROTOBUF_INCLUDE_DIRS})
include_directories(${CMAKE_CURRENT_BINARY_DIR})
protobuf_generate_cpp(ONNX_PROTO_SRCS ONNX_PROTO_HDRS proto/onnx.proto)
add_library(dlprim_onnx SHARED src/importers/onnx.cpp ${ONNX_PROTO_SRCS} ${ONNX_PROTO_HDRS})
set_target_properties(dlprim_onnx PROPERTIES CXX_VISIBILITY_PRESET hidden)
target_link_libraries(dlprim_onnx dlprim ${PROTOBUF_LITE_LIBRARIES})
add_executable(onnx_predict examples/cpp/onnx_predict.cpp)
target_link_libraries(onnx_predict dlprim dlprim_onnx)
set(EXTRA_INSTALL ${EXTRA_INSTALL} dlprim_onnx)
endif()
if(BUILD_PYDLPRIM)
add_library(pydlprim SHARED python/python_interface.cpp)
set_target_properties(pydlprim PROPERTIES PREFIX "" OUTPUT_NAME "_pydlprim")
set_target_properties(pydlprim PROPERTIES LIBRARY_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/python/dlprim")
foreach(PYNAME __init__.py netconfig.py)
configure_file(${CMAKE_CURRENT_SOURCE_DIR}/python/dlprim/${PYNAME} "${CMAKE_BINARY_DIR}/python/dlprim/${PYNAME}" COPYONLY)
endforeach()
include_directories(${Boost_INCLUDE_DIRS})
include_directories(${PYTHON_INCLUDE_DIRS})
target_link_libraries(pydlprim dlprim ${BNUMPY_LIB} ${BPYTHON_LIB} ${PYTHON_LIBRARIES})
if(WITH_ONNX)
target_link_libraries(pydlprim dlprim_onnx)
endif()
file(GLOB PY_SOURCES ${CMAKE_CURRENT_SOURCE_DIR}/python/dlprim/*.py)
install(FILES ${PY_SOURCES} DESTINATION python/dlprim)
install(TARGETS pydlprim
LIBRARY DESTINATION python/dlprim)
endif()
if(NOT BUILD_CORE_ONLY)
file(GLOB TEST_TEMPLATES ${CMAKE_CURRENT_SOURCE_DIR}/tests/test_case_*.json)
foreach(TEMPLATE ${TEST_TEMPLATES})
get_filename_component(TEST_NAME ${TEMPLATE} NAME_WE)
add_test("test_${TEST_NAME}" test_from_template ${TEST_DEV} ${TEMPLATE})
endforeach()
add_test(test_net test_net ${TEST_DEV} ${CMAKE_CURRENT_SOURCE_DIR}/tests/test_net.json ${CMAKE_CURRENT_SOURCE_DIR}/tests/test_weights.json)
add_test(test_net_nonopt test_net "-k" ${TEST_DEV} ${CMAKE_CURRENT_SOURCE_DIR}/tests/test_net.json ${CMAKE_CURRENT_SOURCE_DIR}/tests/test_weights.json)
add_test(test_json test_json)
add_test(test_gemm test_gemm ${TEST_DEV})
add_test(test_random test_random ${TEST_DEV})
add_test(test_context test_context ${TEST_DEV})
add_test(test_util test_util ${TEST_DEV})
add_test(test_broadcast_reduce test_broadcast_reduce ${TEST_DEV})
endif()
#################
# Installation
#################
if(NOT BUILD_CORE_ONLY)
set(EXTRA_INSTALL dlprim dlprim_benchmark dlprim_flops ${EXTRA_INSTALL})
endif()
install(TARGETS
dlprim_core ${EXTRA_INSTALL}
RUNTIME DESTINATION bin
LIBRARY DESTINATION ${LIBDIR}
ARCHIVE DESTINATION ${LIBDIR}
PUBLIC_HEADER DESTINATION include/dlprim)
install(DIRECTORY include/dlprim DESTINATION include)