https://github.com/tqchen/xgboost
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Tip revision: df566b6bb95b5199807e46308a31e00f5eed4592 authored by tqchen on 04 July 2018, 19:23:54 UTC
[DOCS] Update link to readme
Tip revision: df566b6
CMakeLists.txt
cmake_minimum_required (VERSION 3.2)
project(xgboost)
include(cmake/Utils.cmake)
list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake/modules")
find_package(OpenMP)

set_default_configuration_release()
msvc_use_static_runtime()

# Options
option(USE_CUDA  "Build with GPU acceleration") 
option(USE_AVX  "Build with AVX instructions. May not produce identical results due to approximate math." OFF) 
option(USE_NCCL "Build using NCCL for multi-GPU. Also requires USE_CUDA") 
option(JVM_BINDINGS "Build JVM bindings" OFF)
option(GOOGLE_TEST "Build google tests" OFF)
option(R_LIB "Build shared library for R package" OFF)
set(GPU_COMPUTE_VER "" CACHE STRING
  "Space separated list of compute versions to be built against, e.g. '35 61'")

# Deprecation warning
if(PLUGIN_UPDATER_GPU)
  set(USE_CUDA ON)
  message(WARNING "The option 'PLUGIN_UPDATER_GPU' is deprecated. Set 'USE_CUDA' instead.")
endif()

# Compiler flags
set(CMAKE_CXX_STANDARD 11)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
if(OpenMP_CXX_FOUND OR OPENMP_FOUND)
  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
endif()
set(CMAKE_POSITION_INDEPENDENT_CODE ON)
if(MSVC)
  # Multithreaded compilation
  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /MP")
else()
  # Correct error for GCC 5 and cuda
  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES")
  # Performance
  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -funroll-loops")
endif()
if(WIN32 AND MINGW)
  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -static-libstdc++")
endif()

# AVX
if(USE_AVX)
  if(MSVC)
    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /arch:AVX")
  else()
    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mavx")
  endif()
  add_definitions(-DXGBOOST_USE_AVX)
endif()


# compiled code customizations for R package
if(R_LIB)
  add_definitions(
    -DXGBOOST_STRICT_R_MODE=1
    -DXGBOOST_CUSTOMIZE_GLOBAL_PRNG=1
    -DDMLC_LOG_BEFORE_THROW=0
    -DDMLC_DISABLE_STDIN=1
    -DDMLC_LOG_CUSTOMIZE=1
    -DRABIT_CUSTOMIZE_MSG_
    -DRABIT_STRICT_CXX98_
  )
endif()

include_directories (
    ${PROJECT_SOURCE_DIR}/include
    ${PROJECT_SOURCE_DIR}/dmlc-core/include
    ${PROJECT_SOURCE_DIR}/rabit/include
)

file(GLOB_RECURSE SOURCES 
    src/*.cc
    src/*.h
    include/*.h
)

# Only add main function for executable target
list(REMOVE_ITEM SOURCES ${PROJECT_SOURCE_DIR}/src/cli_main.cc)

file(GLOB_RECURSE CUDA_SOURCES
    src/*.cu
    src/*.cuh
)

# rabit
# TODO: Create rabit cmakelists.txt
set(RABIT_SOURCES
    rabit/src/allreduce_base.cc
    rabit/src/allreduce_robust.cc
    rabit/src/engine.cc
    rabit/src/c_api.cc
)
set(RABIT_EMPTY_SOURCES
    rabit/src/engine_empty.cc
    rabit/src/c_api.cc
)
if(MINGW OR R_LIB)
  # build a dummy rabit library
  add_library(rabit STATIC ${RABIT_EMPTY_SOURCES})
else()
  add_library(rabit STATIC ${RABIT_SOURCES})
endif()


# dmlc-core
add_subdirectory(dmlc-core)
set(LINK_LIBRARIES dmlc rabit)


if(USE_CUDA)
  find_package(CUDA 8.0 REQUIRED)
  cmake_minimum_required(VERSION 3.5)

  add_definitions(-DXGBOOST_USE_CUDA)
  
  include_directories(cub)

  if(USE_NCCL)
    include_directories(nccl/src)
    add_definitions(-DXGBOOST_USE_NCCL)
  endif()

  set(GENCODE_FLAGS "")
  format_gencode_flags("${GPU_COMPUTE_VER}" GENCODE_FLAGS)
  message("cuda architecture flags: ${GENCODE_FLAGS}")

  set(CUDA_NVCC_FLAGS "${CUDA_NVCC_FLAGS};--expt-extended-lambda;--expt-relaxed-constexpr;${GENCODE_FLAGS};-lineinfo;")
  if(NOT MSVC)
    set(CUDA_NVCC_FLAGS "${CUDA_NVCC_FLAGS};-Xcompiler -fPIC; -Xcompiler -Werror; -std=c++11")
  endif()

  if(USE_NCCL)
    add_subdirectory(nccl)
  endif()

  cuda_add_library(gpuxgboost ${CUDA_SOURCES} STATIC)
  
  if(USE_NCCL)
    target_link_libraries(gpuxgboost nccl)
  endif()
  list(APPEND LINK_LIBRARIES gpuxgboost) 
endif()


# flags and sources for R-package
if(R_LIB)
  file(GLOB_RECURSE R_SOURCES
    R-package/src/*.h
    R-package/src/*.c
    R-package/src/*.cc
  )
  list(APPEND SOURCES ${R_SOURCES})
endif()

add_library(objxgboost OBJECT ${SOURCES})


# building shared library for R package
if(R_LIB)
  find_package(LibR REQUIRED)

  list(APPEND LINK_LIBRARIES "${LIBR_CORE_LIBRARY}")
  MESSAGE(STATUS "LIBR_CORE_LIBRARY " ${LIBR_CORE_LIBRARY})

  include_directories(
    "${LIBR_INCLUDE_DIRS}"
    "${PROJECT_SOURCE_DIR}"
  )

  # Shared library target for the R package
  add_library(xgboost SHARED $<TARGET_OBJECTS:objxgboost>)
  target_link_libraries(xgboost ${LINK_LIBRARIES})
  # R uses no lib prefix in shared library names of its packages
  set_target_properties(xgboost PROPERTIES PREFIX "")

  setup_rpackage_install_target(xgboost ${CMAKE_CURRENT_BINARY_DIR})
  # use a dummy location for any other remaining installs
  set(CMAKE_INSTALL_PREFIX "${CMAKE_CURRENT_BINARY_DIR}/dummy_inst")

# main targets: shared library & exe
else()
  # Executable
  add_executable(runxgboost $<TARGET_OBJECTS:objxgboost> src/cli_main.cc)
  set_target_properties(runxgboost PROPERTIES
    OUTPUT_NAME xgboost
  )
  set_output_directory(runxgboost ${PROJECT_SOURCE_DIR})
  target_link_libraries(runxgboost ${LINK_LIBRARIES})

  # Shared library
  add_library(xgboost SHARED $<TARGET_OBJECTS:objxgboost>)
  target_link_libraries(xgboost ${LINK_LIBRARIES})
  set_output_directory(xgboost ${PROJECT_SOURCE_DIR}/lib)
  if(MINGW)
    # remove the 'lib' prefix to conform to windows convention for shared library names
    set_target_properties(xgboost PROPERTIES PREFIX "")
  endif()

  #Ensure these two targets do not build simultaneously, as they produce outputs with conflicting names
  add_dependencies(xgboost runxgboost)
endif()


# JVM
if(JVM_BINDINGS)
    find_package(JNI QUIET REQUIRED)

    include_directories(${JNI_INCLUDE_DIRS} jvm-packages/xgboost4j/src/native)

    add_library(xgboost4j SHARED
        $<TARGET_OBJECTS:objxgboost>
        jvm-packages/xgboost4j/src/native/xgboost4j.cpp)
    set_output_directory(xgboost4j ${PROJECT_SOURCE_DIR}/lib)
    target_link_libraries(xgboost4j
        ${LINK_LIBRARIES}
        ${JAVA_JVM_LIBRARY})
endif()


# Test
if(GOOGLE_TEST)
  find_package(GTest REQUIRED)
  enable_testing()

  file(GLOB_RECURSE TEST_SOURCES "tests/cpp/*.cc")
  auto_source_group("${TEST_SOURCES}")
  include_directories(${GTEST_INCLUDE_DIR})

  if(USE_CUDA)
    file(GLOB_RECURSE CUDA_TEST_SOURCES "tests/cpp/*.cu")
    cuda_compile(CUDA_TEST_OBJS ${CUDA_TEST_SOURCES})
  else()
    set(CUDA_TEST_OBJS "")
  endif()

  add_executable(testxgboost ${TEST_SOURCES} ${CUDA_TEST_OBJS} $<TARGET_OBJECTS:objxgboost>)
  set_output_directory(testxgboost ${PROJECT_SOURCE_DIR})
  target_link_libraries(testxgboost ${GTEST_LIBRARIES} ${LINK_LIBRARIES})

  add_test(TestXGBoost testxgboost)
endif()


# Group sources
auto_source_group("${SOURCES}")
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