xgboost/CMakeLists.txt
Thejaswi 85b2fb3eee [GPU-Plugin] Integration of a faster version of grow_gpu plugin into mainstream (#2360)
* Integrating a faster version of grow_gpu plugin
1. Removed the older files to reduce duplication
2. Moved all of the grow_gpu files under 'exact' folder
3. All of them are inside 'exact' namespace to avoid any conflicts
4. Fixed a bug in benchmark.py while running only 'grow_gpu' plugin
5. Added cub and googletest submodules to ease integration and unit-testing
6. Updates to CMakeLists.txt to directly build cuda objects into libxgboost

* Added support for building gpu plugins through make flow
1. updated makefile and config.mk to add right targets
2. added unit-tests for gpu exact plugin code

* 1. Added support for building gpu plugin using 'make' flow as well
2. Updated instructions for building and testing gpu plugin

* Fix travis-ci errors for PR#2360
1. lint errors on unit-tests
2. removed googletest, instead depended upon dmlc-core provide gtest cache

* Some more fixes to travis-ci lint failures PR#2360

* Added Rory's copyrights to the files containing code from both.

* updated copyright statement as per Rory's request

* moved the static datasets into a script to generate them at runtime

* 1. memory usage print when silent=0
2. tests/ and test/ folder organization
3. removal of the dependency of googletest for just building xgboost
4. coding style updates for .cuh as well

* Fixes for compilation warnings

* add cuda object files as well when JVM_BINDINGS=ON
2017-06-06 09:39:53 +12:00

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4.4 KiB
CMake

cmake_minimum_required (VERSION 3.2)
project (xgboost)
find_package(OpenMP)
option(PLUGIN_UPDATER_GPU "Build GPU accelerated tree construction plugin")
if(PLUGIN_UPDATER_GPU)
find_package(CUDA REQUIRED)
endif()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
if(NOT MSVC)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fPIC -O3 -funroll-loops -msse2 -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES")
endif()
# Make sure we are using C++11
# Visual Studio 12.0 and newer supports enough c++11 to make this work
if(MSVC)
if(MSVC_VERSION LESS 1800)
message(STATUS "The compiler ${CMAKE_CXX_COMPILER} has no C++11 support. Please use a different C++ compiler.")
endif()
else()
# GCC 4.6 with c++0x supports enough to make this work
include(CheckCXXCompilerFlag)
CHECK_CXX_COMPILER_FLAG("-std=c++11" COMPILER_SUPPORTS_CXX11)
CHECK_CXX_COMPILER_FLAG("-std=c++0x" COMPILER_SUPPORTS_CXX0X)
set(STD_FLAG "")
if(COMPILER_SUPPORTS_CXX11)
set(STD_FLAG "-std=c++11")
elseif(COMPILER_SUPPORTS_CXX0X)
set(STD_FLAG "-std=c++0x")
else()
message(STATUS "The compiler ${CMAKE_CXX_COMPILER} has no C++11 support. Please use a different C++ compiler.")
endif()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${STD_FLAG}")
endif()
#Make sure we are using the static runtime
if(MSVC)
set(variables
CMAKE_C_FLAGS_DEBUG
CMAKE_C_FLAGS_MINSIZEREL
CMAKE_C_FLAGS_RELEASE
CMAKE_C_FLAGS_RELWITHDEBINFO
CMAKE_CXX_FLAGS_DEBUG
CMAKE_CXX_FLAGS_MINSIZEREL
CMAKE_CXX_FLAGS_RELEASE
CMAKE_CXX_FLAGS_RELWITHDEBINFO
)
foreach(variable ${variables})
if(${variable} MATCHES "/MD")
string(REGEX REPLACE "/MD" "/MT" ${variable} "${${variable}}")
endif()
endforeach()
endif()
include_directories (
${PROJECT_SOURCE_DIR}/include
${PROJECT_SOURCE_DIR}/dmlc-core/include
${PROJECT_SOURCE_DIR}/rabit/include
)
file(GLOB SOURCES
src/c_api/*.cc
src/common/*.cc
src/data/*.cc
src/gbm/*.cc
src/metric/*.cc
src/objective/*.cc
src/tree/*.cc
src/*.cc
)
set(RABIT_SOURCES
rabit/src/allreduce_base.cc
rabit/src/allreduce_robust.cc
rabit/src/engine.cc
rabit/src/c_api.cc
)
add_subdirectory(dmlc-core)
add_library(rabit STATIC ${RABIT_SOURCES})
#Set library output directories
if(MSVC)
#With MSVC shared library is considered runtime
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY_RELEASE ${PROJECT_SOURCE_DIR}/lib)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE ${PROJECT_SOURCE_DIR}/lib)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY_DEBUG ${PROJECT_SOURCE_DIR}/lib)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY_DEBUG ${PROJECT_SOURCE_DIR}/lib)
else()
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/lib)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR})
#Prevent shared library being called liblibxgboost.so on Linux
set(CMAKE_SHARED_LIBRARY_PREFIX "")
endif()
set(LINK_LIBRARIES dmlccore rabit)
if(PLUGIN_UPDATER_GPU)
#Find cub
set(CUB_DIRECTORY "cub/" CACHE PATH "CUB 1.5.4 directory")
include_directories(${CUB_DIRECTORY})
#Find googletest
set(GTEST_DIRECTORY "${CACHE_PREFIX}" CACHE PATH "Googletest directory")
include_directories(${GTEST_DIRECTORY}/include)
set(CUDA_NVCC_FLAGS "${CUDA_NVCC_FLAGS};--expt-extended-lambda;-arch=compute_60;-lineinfo;")
if(NOT MSVC)
set(CUDA_NVCC_FLAGS "${CUDA_NVCC_FLAGS};-Xcompiler -fPIC")
endif()
set(CUDA_SOURCES
plugin/updater_gpu/src/updater_gpu.cu
plugin/updater_gpu/src/gpu_hist_builder.cu
)
cuda_compile(CUDA_OBJS ${CUDA_SOURCES} ${CUDA_NVCC_FLAGS})
set(LINK_LIBRARIES ${LINK_LIBRARIES} ${CUDA_LIBRARIES})
else()
set(CUDA_OBJS "")
endif()
add_library(objxgboost OBJECT ${SOURCES})
set_target_properties(${objxgboost} PROPERTIES POSITION_INDEPENDENT_CODE 1)
add_library(libxgboost SHARED $<TARGET_OBJECTS:objxgboost> ${CUDA_OBJS})
add_executable(xgboost $<TARGET_OBJECTS:objxgboost> ${CUDA_OBJS})
target_link_libraries(xgboost ${LINK_LIBRARIES})
target_link_libraries(libxgboost ${LINK_LIBRARIES})
option(JVM_BINDINGS "Build JVM bindings" OFF)
if(JVM_BINDINGS)
find_package(JNI QUIET REQUIRED)
include_directories(${JNI_INCLUDE_DIRS} jvm-packages/xgboost4j/src/native)
add_library(libxgboost4j SHARED
$<TARGET_OBJECTS:objxgboost>
${CUDA_OBJS}
jvm-packages/xgboost4j/src/native/xgboost4j.cpp)
target_link_libraries(libxgboost4j
${LINK_LIBRARIES}
${JNI_LIBRARIES})
endif()