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