generic.cmake

# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#

# generic.cmake defines CMakes functions that look like Bazel's
# building rules (https://bazel.build/).
#
#
# -------------------------------------------
#     C++        CUDA C++       Go
# -------------------------------------------
# cc_library    nv_library   go_library
# cc_binary     nv_binary    go_binary
# cc_test       nv_test      go_test
# -------------------------------------------
#
# To build a static library example.a from example.cc using the system
#  compiler (like GCC):
#
#   cc_library(example SRCS example.cc)
#
# To build a static library example.a from multiple source files
# example{1,2,3}.cc:
#
#   cc_library(example SRCS example1.cc example2.cc example3.cc)
#
# To build a shared library example.so from example.cc:
#
#   cc_library(example SHARED SRCS example.cc)
#
# To build a library using Nvidia's NVCC from .cu file(s), use the nv_
# prefixed version:
#
#   nv_library(example SRCS example.cu)
#
# To specify that a library new_example.a depends on other libraies:
#
#   cc_library(new_example SRCS new_example.cc DEPS example)
#
# Static libraries can be composed of other static libraries:
#
#   cc_library(composed DEPS dependent1 dependent2 dependent3)
#
# To build an executable binary file from some source files and
# dependent libraries:
#
#   cc_binary(example SRCS main.cc something.cc DEPS example1 example2)
#
# To build an executable binary file using NVCC, use the nv_ prefixed
# version:
#
#   nv_binary(example SRCS main.cc something.cu DEPS example1 example2)
#
# To build a unit test binary, which is an executable binary with
# GoogleTest linked:
#
#   cc_test(example_test SRCS example_test.cc DEPS example)
#
# To build a unit test binary using NVCC, use the nv_ prefixed version:
#
#   nv_test(example_test SRCS example_test.cu DEPS example)
#
# It is pretty often that executable and test binaries depend on
# pre-defined external libaries like glog and gflags defined in
# /cmake/external/*.cmake:
#
#   cc_test(example_test SRCS example_test.cc DEPS example glog gflags)
#
# To build a go static library using Golang, use the go_ prefixed version:
#
#   go_library(example STATIC)
#
# To build a go shared library using Golang, use the go_ prefixed version:
#
#   go_library(example SHARED)
#

# including binary directory for generated headers.
include_directories(${CMAKE_CURRENT_BINARY_DIR})
# including io directory for inference lib paddle_api.h
include_directories("${PADDLE_SOURCE_DIR}/paddle/fluid/framework/io")

if(NOT APPLE AND NOT WIN32)
  find_package(Threads REQUIRED)
  link_libraries(${CMAKE_THREAD_LIBS_INIT})
  if(WITH_PSLIB OR WITH_DISTRIBUTE)
    set(CMAKE_CXX_LINK_EXECUTABLE
        "${CMAKE_CXX_LINK_EXECUTABLE} -pthread -ldl -lrt -lz -lssl")
  else()
    set(CMAKE_CXX_LINK_EXECUTABLE
        "${CMAKE_CXX_LINK_EXECUTABLE} -pthread -ldl -lrt")
  endif()
endif()

set_property(GLOBAL PROPERTY FLUID_MODULES "")
# find all fluid modules is used for paddle fluid static library
# for building inference libs
function(find_fluid_modules TARGET_NAME)
  get_filename_component(__target_path ${TARGET_NAME} ABSOLUTE)
  string(REGEX REPLACE "^${PADDLE_SOURCE_DIR}/" "" __target_path
                       ${__target_path})
  string(FIND "${__target_path}" "fluid" pos)
  if(pos GREATER 1)
    get_property(fluid_modules GLOBAL PROPERTY FLUID_MODULES)
    set(fluid_modules ${fluid_modules} ${TARGET_NAME})
    set_property(GLOBAL PROPERTY FLUID_MODULES "${fluid_modules}")
  endif()
endfunction(find_fluid_modules)

set_property(GLOBAL PROPERTY PHI_MODULES "")
# find all phi modules is used for paddle static library
# for building inference libs
function(find_phi_modules TARGET_NAME)
  get_filename_component(__target_path ${TARGET_NAME} ABSOLUTE)
  string(REGEX REPLACE "^${PADDLE_SOURCE_DIR}/" "" __target_path
                       ${__target_path})
  string(FIND "${__target_path}" "phi" pos)
  if(pos GREATER 1)
    get_property(phi_modules GLOBAL PROPERTY PHI_MODULES)
    set(phi_modules ${phi_modules} ${TARGET_NAME})
    set_property(GLOBAL PROPERTY PHI_MODULES "${phi_modules}")
  endif()
endfunction(find_phi_modules)

function(common_link TARGET_NAME)
  if(WITH_PROFILER)
    target_link_libraries(${TARGET_NAME} gperftools::profiler)
  endif()
endfunction()

# find all third_party modules is used for paddle static library
# for reduce the dependency when building the inference libs.
set_property(GLOBAL PROPERTY FLUID_THIRD_PARTY)
function(find_fluid_thirdparties TARGET_NAME)
  get_filename_component(__target_path ${TARGET_NAME} ABSOLUTE)
  string(REGEX REPLACE "^${PADDLE_SOURCE_DIR}/" "" __target_path
                       ${__target_path})
  string(FIND "${__target_path}" "third_party" pos)
  if(pos GREATER 1)
    get_property(fluid_ GLOBAL PROPERTY FLUID_THIRD_PARTY)
    set(fluid_third_partys ${fluid_third_partys} ${TARGET_NAME})
    set_property(GLOBAL PROPERTY FLUID_THIRD_PARTY "${fluid_third_partys}")
  endif()
endfunction(find_fluid_thirdparties)

function(create_static_lib TARGET_NAME)
  set(libs ${ARGN})
  list(REMOVE_DUPLICATES libs)
  if(WIN32)
    set(dummy_index 1)
    set(dummy_offset 1)
    # the dummy target would be consisted of limit size libraries
    set(dummy_limit 60)
    list(LENGTH libs libs_len)
    foreach(lib ${libs})
      list(APPEND dummy_list ${lib})
      list(LENGTH dummy_list listlen)
      if((${listlen} GREATER ${dummy_limit}) OR (${dummy_offset} EQUAL
                                                 ${libs_len}))
        merge_static_libs(${TARGET_NAME}_dummy_${dummy_index} ${dummy_list})
        set(dummy_list)
        list(APPEND ${TARGET_NAME}_dummy_list
             ${TARGET_NAME}_dummy_${dummy_index})
        math(EXPR dummy_index "${dummy_index}+1")
      endif()
      math(EXPR dummy_offset "${dummy_offset}+1")
    endforeach()
    merge_static_libs(${TARGET_NAME} ${${TARGET_NAME}_dummy_list})
  else()
    merge_static_libs(${TARGET_NAME} ${libs})
  endif()
endfunction()

function(create_dummy_static_lib TARGET_NAME)
  set(options "")
  set(oneValueArgs "")
  set(multiValueArgs LIBS DEPS LIMIT)
  cmake_parse_arguments(merge "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})

  list(REMOVE_DUPLICATES merge_LIBS)
  set(index 1)
  set(offset 1)
  # the dummy target would be consisted of limit size libraries
  set(limit ${merge_LIMIT})
  list(LENGTH merge_LIBS libs_len)
  foreach(lib ${merge_LIBS})
    list(APPEND merge_list ${lib})
    list(LENGTH merge_list listlen)
    if((${listlen} GREATER ${limit}) OR (${offset} EQUAL ${libs_len}))
      message(
        "Merge and generate static library: ${TARGET_NAME}_static_${index}")
      merge_static_libs(${TARGET_NAME}_static_${index} ${merge_list})
      if(merge_DEPS)
        target_link_libraries(${TARGET_NAME}_static_${index} ${merge_DEPS})
      endif()
      set(merge_list)
      list(APPEND ${TARGET_NAME}_list ${TARGET_NAME}_static_${index})
      math(EXPR index "${index}+1")
    endif()
    math(EXPR offset "${offset}+1")
  endforeach()
  cc_library(${TARGET_NAME} DEPS ${${TARGET_NAME}_list})
endfunction()

function(merge_static_libs TARGET_NAME)
  set(libs ${ARGN})
  list(REMOVE_DUPLICATES libs)

  # Get all propagation dependencies from the merged libraries
  foreach(lib ${libs})
    list(APPEND libs_deps ${${lib}_LIB_DEPENDS})
  endforeach()
  if(libs_deps)
    list(REMOVE_DUPLICATES libs_deps)
  endif()

  # To produce a library we need at least one source file.
  # It is created by add_custom_command below and will helps
  # also help to track dependencies.
  set(target_SRCS ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}_dummy.c)

  # Make the generated dummy source file depended on all static input
  # libs. If input lib changes,the source file is touched
  # which causes the desired effect (relink).
  add_custom_command(
    OUTPUT ${target_SRCS}
    COMMAND ${CMAKE_COMMAND} -E touch ${target_SRCS}
    DEPENDS ${libs})

  # Generate dummy staic lib
  generate_dummy_static_lib(LIB_NAME ${TARGET_NAME} FILE_PATH ${target_SRCS}
                            GENERATOR "generic.cmake:merge_static_libs")
  target_link_libraries(${TARGET_NAME} ${libs_deps})

  # OSX: use 'libtool' to merge archives
  if(APPLE)
    foreach(lib ${libs})
      # Get the file names of the libraries to be merged
      set(libfiles ${libfiles} $<TARGET_FILE:${lib}>)
    endforeach()
    add_custom_command(
      TARGET ${TARGET_NAME}
      POST_BUILD
      COMMENT "Merge and generate static lib: lib${TARGET_NAME}.a"
      COMMAND rm "${CMAKE_CURRENT_BINARY_DIR}/lib${TARGET_NAME}.a"
      COMMAND /usr/bin/libtool -static -o
              "${CMAKE_CURRENT_BINARY_DIR}/lib${TARGET_NAME}.a" ${libfiles})
  endif()

  # LINUX: use "ar" to extract objects and re-add to a common lib
  if(LINUX)
    set(mri_file
        ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}.mri
        CACHE INTERNAL "phi_static.mri file")
    get_property(
      ABS_MERGE_LIB_PATH
      TARGET ${TARGET_NAME}
      PROPERTY LOCATION)
    file(WRITE ${mri_file} "create ${ABS_MERGE_LIB_PATH}\n")

    foreach(lib ${libs})
      get_property(
        ABS_LIB_PATH
        TARGET ${lib}
        PROPERTY LOCATION)
      file(APPEND ${mri_file} "addlib ${ABS_LIB_PATH}\n")
    endforeach()
    file(APPEND ${mri_file} "save\nend\n")

    add_custom_command(
      TARGET ${TARGET_NAME}
      POST_BUILD
      COMMENT "Merge and generate static lib: lib${TARGET_NAME}.a"
      COMMAND ${CMAKE_AR} -M < ${mri_file}
      COMMAND ${CMAKE_RANLIB} "$<TARGET_FILE:${TARGET_NAME}>")
  endif()

  # Windows do not support gcc/nvcc combined compiling. Use msvc 'lib.exe' to merge libs.
  if(WIN32)
    foreach(lib ${libs})
      set(libfiles ${libfiles} $<TARGET_FILE:${lib}>)
    endforeach()
    # msvc compiler will put libarary in directory of "/Release/xxxlib" by default
    add_custom_command(
      TARGET ${TARGET_NAME}
      POST_BUILD
      COMMENT "Merge and generate static lib: lib${TARGET_NAME}.lib"
      COMMAND cmake -E make_directory $<TARGET_FILE_DIR:${TARGET_NAME}>
      COMMAND lib /OUT:$<TARGET_FILE:${TARGET_NAME}> ${libfiles})
  endif()
endfunction()

function(check_coverage_opt TARGET_NAME SRCS)
  if(WITH_COVERAGE AND WITH_INCREMENTAL_COVERAGE)
    # if pybind.cc add '-g -O0 -fprofile-arcs -ftest-coverage' only, some testcase will fail.
    if("$ENV{PADDLE_GIT_DIFF_H_FILE}" STREQUAL ""
       AND (NOT ("$ENV{PADDLE_GIT_DIFF_CC_FILE}" MATCHES "pybind.cc")))
      if(NOT ("$ENV{PADDLE_GIT_DIFF_CC_FILE}" STREQUAL ""))
        string(REPLACE "," ";" CC_FILE_LIST $ENV{PADDLE_GIT_DIFF_CC_FILE})
        set(use_coverage_opt FALSE)
        foreach(cc_file ${CC_FILE_LIST})
          if("${SRCS};" MATCHES "${cc_file}")
            set(use_coverage_opt TRUE)
            break()
          endif()
        endforeach(cc_file)

        if(use_coverage_opt)
          message(STATUS "cc changed, add coverage opt for ${TARGET_NAME}")
          target_compile_options(${TARGET_NAME} PRIVATE -g -O0 -fprofile-arcs
                                                        -ftest-coverage)
          target_link_libraries(${TARGET_NAME} -fprofile-arcs)
          get_target_property(WH_TARGET_COMPILE_OPTIONS ${TARGET_NAME}
                              COMPILE_OPTIONS)
          message(
            STATUS "property for ${TARGET_NAME} is ${WH_TARGET_COMPILE_OPTIONS}"
          )
        endif()
      endif()
    endif()
  endif()
endfunction(check_coverage_opt)

function(cc_library TARGET_NAME)
  set(options STATIC static SHARED shared INTERFACE interface)
  set(oneValueArgs "")
  set(multiValueArgs SRCS DEPS)
  cmake_parse_arguments(cc_library "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  if(WIN32)
    # add libxxx.lib prefix in windows
    set(${TARGET_NAME}_LIB_NAME
        "${CMAKE_STATIC_LIBRARY_PREFIX}${TARGET_NAME}${CMAKE_STATIC_LIBRARY_SUFFIX}"
        CACHE STRING "output library name for target ${TARGET_NAME}")
  endif(WIN32)
  if(cc_library_SRCS)
    if(cc_library_SHARED OR cc_library_shared) # build *.so
      add_library(${TARGET_NAME} SHARED ${cc_library_SRCS})
    elseif(cc_library_INTERFACE OR cc_library_interface)
      generate_dummy_static_lib(
        LIB_NAME ${TARGET_NAME} FILE_PATH ${target_SRCS} GENERATOR
        "generic.cmake:cc_library")
    else()
      add_library(${TARGET_NAME} STATIC ${cc_library_SRCS})
      find_fluid_modules(${TARGET_NAME})
      find_phi_modules(${TARGET_NAME})
    endif()
    if(cc_library_DEPS)
      # Don't need link libwarpctc.so
      if("${cc_library_DEPS};" MATCHES "warpctc;")
        list(REMOVE_ITEM cc_library_DEPS warpctc)
        add_dependencies(${TARGET_NAME} warpctc)
      endif()
      # Only deps libmklml.so, not link
      if("${cc_library_DEPS};" MATCHES "mklml;")
        list(REMOVE_ITEM cc_library_DEPS mklml)
        if(NOT "${TARGET_NAME}" MATCHES "dynload_mklml")
          list(APPEND cc_library_DEPS dynload_mklml)
        endif()
        add_dependencies(${TARGET_NAME} mklml)
        if(WIN32)
          target_link_libraries(${TARGET_NAME} ${MKLML_IOMP_LIB})
        else(WIN32)
          target_link_libraries(${TARGET_NAME}
                                "-L${MKLML_LIB_DIR} -liomp5 -Wl,--as-needed")
        endif(WIN32)
      endif()
      # remove link to python, see notes at:
      # https://github.com/pybind/pybind11/blob/master/docs/compiling.rst#building-manually
      if("${cc_library_DEPS};" MATCHES "python;")
        list(REMOVE_ITEM cc_library_DEPS python)
        add_dependencies(${TARGET_NAME} python)
        if(WIN32)
          target_link_libraries(${TARGET_NAME} ${PYTHON_LIBRARIES})
        else()
          target_link_libraries(${TARGET_NAME} "-Wl,-undefined,dynamic_lookup")
        endif(WIN32)
      endif()
      target_link_libraries(${TARGET_NAME} ${cc_library_DEPS})
      common_link(${TARGET_NAME})
    endif()

    # cpplint code style
    foreach(source_file ${cc_library_SRCS})
      string(REGEX REPLACE "\\.[^.]*$" "" source ${source_file})
      if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
        list(APPEND cc_library_HEADERS ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
      endif()
    endforeach()

    check_coverage_opt(${TARGET_NAME} ${cc_library_SRCS})

  else(cc_library_SRCS)
    if(cc_library_DEPS)
      list(REMOVE_DUPLICATES cc_library_DEPS)

      generate_dummy_static_lib(
        LIB_NAME ${TARGET_NAME} FILE_PATH ${target_SRCS} GENERATOR
        "generic.cmake:cc_library")

      target_link_libraries(${TARGET_NAME} ${cc_library_DEPS})
    else()
      message(
        FATAL_ERROR
          "Please specify source files or libraries in cc_library(${TARGET_NAME} ...)."
      )
    endif()
  endif(cc_library_SRCS)
endfunction(cc_library)

function(cc_binary TARGET_NAME)
  set(options "")
  set(oneValueArgs "")
  set(multiValueArgs SRCS DEPS)
  cmake_parse_arguments(cc_binary "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  add_executable(${TARGET_NAME} ${cc_binary_SRCS})
  if(cc_binary_DEPS)
    target_link_libraries(${TARGET_NAME} ${cc_binary_DEPS})
    add_dependencies(${TARGET_NAME} ${cc_binary_DEPS})
    common_link(${TARGET_NAME})
  endif()
  get_property(os_dependency_modules GLOBAL PROPERTY OS_DEPENDENCY_MODULES)
  target_link_libraries(${TARGET_NAME} ${os_dependency_modules})
  if(WITH_ROCM)
    target_link_libraries(${TARGET_NAME} ${ROCM_HIPRTC_LIB})
  endif()

  check_coverage_opt(${TARGET_NAME} ${cc_binary_SRCS})

endfunction(cc_binary)

function(cc_test_build TARGET_NAME)
  if(WITH_TESTING AND NOT "$ENV{CI_SKIP_CPP_TEST}" STREQUAL "ON")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    add_executable(${TARGET_NAME} ${cc_test_SRCS})
    if(WIN32)
      if("${cc_test_DEPS};" MATCHES "python;")
        list(REMOVE_ITEM cc_test_DEPS python)
        target_link_libraries(${TARGET_NAME} ${PYTHON_LIBRARIES})
      endif()
    endif(WIN32)
    get_property(os_dependency_modules GLOBAL PROPERTY OS_DEPENDENCY_MODULES)
    target_link_libraries(
      ${TARGET_NAME}
      ${cc_test_DEPS}
      ${os_dependency_modules}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog)
    add_dependencies(
      ${TARGET_NAME}
      ${cc_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog)
    common_link(${TARGET_NAME})
    if(WITH_ROCM)
      target_link_libraries(${TARGET_NAME} ${ROCM_HIPRTC_LIB})
    endif()
    check_coverage_opt(${TARGET_NAME} ${cc_test_SRCS})
  endif()
endfunction()

function(cc_test_run TARGET_NAME)
  if(WITH_TESTING AND NOT "$ENV{CI_SKIP_CPP_TEST}" STREQUAL "ON")
    set(oneValueArgs "")
    set(multiValueArgs COMMAND ARGS)
    cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    add_test(
      NAME ${TARGET_NAME}
      COMMAND ${cc_test_COMMAND} ${cc_test_ARGS}
      WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cpu_deterministic=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_init_allocated_mem=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cudnn_deterministic=true)
    # No unit test should exceed 2 minutes.
    if(WIN32)
      set_tests_properties(${TARGET_NAME} PROPERTIES TIMEOUT 150)
    endif()
    if(APPLE)
      set_tests_properties(${TARGET_NAME} PROPERTIES TIMEOUT 20)
    endif()
  elseif(WITH_TESTING AND NOT TEST ${TARGET_NAME})
    add_test(NAME ${TARGET_NAME} COMMAND ${CMAKE_COMMAND} -E echo CI skip
                                         ${TARGET_NAME}.)
  endif()
endfunction()

function(cc_test TARGET_NAME)
  # The environment variable `CI_SKIP_CPP_TEST` is used to skip the compilation
  # and execution of test in CI. `CI_SKIP_CPP_TEST` is set to ON when no files
  # other than *.py are modified.
  if(WITH_TESTING AND NOT "$ENV{CI_SKIP_CPP_TEST}" STREQUAL "ON")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS ARGS)
    cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    cc_test_build(${TARGET_NAME} SRCS ${cc_test_SRCS} DEPS ${cc_test_DEPS})
    # we dont test hcom op, because it need complex configuration
    # with more than one machine
    if(NOT
       ("${TARGET_NAME}" STREQUAL "c_broadcast_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "c_allreduce_sum_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "c_allreduce_max_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "c_reducescatter_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "c_allgather_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "send_v2_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "c_reduce_sum_op_npu_test"
        OR "${TARGET_NAME}" STREQUAL "recv_v2_op_npu_test"))
      cc_test_run(${TARGET_NAME} COMMAND ${TARGET_NAME} ARGS ${cc_test_ARGS})
    endif()
  elseif(WITH_TESTING AND NOT TEST ${TARGET_NAME})
    add_test(NAME ${TARGET_NAME} COMMAND ${CMAKE_COMMAND} -E echo CI skip
                                         ${TARGET_NAME}.)
  endif()
endfunction(cc_test)

function(nv_library TARGET_NAME)
  if(WITH_GPU)
    set(options STATIC static SHARED shared)
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(nv_library "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    if(nv_library_SRCS)
      # Attention:
      # 1. cuda_add_library is deprecated after cmake v3.10, use add_library for CUDA please.
      # 2. cuda_add_library does not support ccache.
      # Reference: https://cmake.org/cmake/help/v3.10/module/FindCUDA.html
      if(nv_library_SHARED OR nv_library_shared) # build *.so
        add_library(${TARGET_NAME} SHARED ${nv_library_SRCS})
      else()
        add_library(${TARGET_NAME} STATIC ${nv_library_SRCS})
        find_fluid_modules(${TARGET_NAME})
        find_phi_modules(${TARGET_NAME})
      endif()
      if(nv_library_DEPS)
        add_dependencies(${TARGET_NAME} ${nv_library_DEPS})
        target_link_libraries(${TARGET_NAME} ${nv_library_DEPS})
      endif()
      # cpplint code style
      foreach(source_file ${nv_library_SRCS})
        string(REGEX REPLACE "\\.[^.]*$" "" source ${source_file})
        if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
          list(APPEND nv_library_HEADERS
               ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
        endif()
      endforeach()
    else(nv_library_SRCS)
      if(nv_library_DEPS)
        list(REMOVE_DUPLICATES nv_library_DEPS)
        generate_dummy_static_lib(
          LIB_NAME ${TARGET_NAME} FILE_PATH ${target_SRCS} GENERATOR
          "generic.cmake:nv_library")

        target_link_libraries(${TARGET_NAME} ${nv_library_DEPS})
        add_dependencies(${TARGET_NAME} ${nv_library_DEPS})
      else()
        message(FATAL "Please specify source file or library in nv_library.")
      endif()
    endif(nv_library_SRCS)
    if((CUDA_VERSION GREATER 9.2)
       AND (CUDA_VERSION LESS 11.0)
       AND (MSVC_VERSION LESS 1910))
      set_target_properties(${TARGET_NAME} PROPERTIES VS_USER_PROPS
                                                      ${WIN_PROPS})
    endif()
  endif()
endfunction(nv_library)

function(nv_binary TARGET_NAME)
  if(WITH_GPU)
    set(options "")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(nv_binary "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    add_executable(${TARGET_NAME} ${nv_binary_SRCS})
    if(nv_binary_DEPS)
      target_link_libraries(${TARGET_NAME} ${nv_binary_DEPS})
      add_dependencies(${TARGET_NAME} ${nv_binary_DEPS})
      common_link(${TARGET_NAME})
    endif()
    if((CUDA_VERSION GREATER 9.2)
       AND (CUDA_VERSION LESS 11.0)
       AND (MSVC_VERSION LESS 1910))
      set_target_properties(${TARGET_NAME} PROPERTIES VS_USER_PROPS
                                                      ${WIN_PROPS})
    endif()
  endif()
endfunction(nv_binary)

function(nv_test TARGET_NAME)
  # The environment variable `CI_SKIP_CPP_TEST` is used to skip the compilation
  # and execution of test in CI. `CI_SKIP_CPP_TEST` is set to ON when no files
  # other than *.py are modified.
  if(WITH_GPU
     AND WITH_TESTING
     AND NOT "$ENV{CI_SKIP_CPP_TEST}" STREQUAL "ON")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(nv_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    # Attention:
    # 1. cuda_add_executable is deprecated after cmake v3.10, use cuda_add_executable for CUDA please.
    # 2. cuda_add_executable does not support ccache.
    # Reference: https://cmake.org/cmake/help/v3.10/module/FindCUDA.html
    add_executable(${TARGET_NAME} ${nv_test_SRCS})
    get_property(os_dependency_modules GLOBAL PROPERTY OS_DEPENDENCY_MODULES)
    target_link_libraries(
      ${TARGET_NAME}
      ${nv_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog
      ${os_dependency_modules})
    add_dependencies(
      ${TARGET_NAME}
      ${nv_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog)
    common_link(${TARGET_NAME})
    add_test(${TARGET_NAME} ${TARGET_NAME})
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cpu_deterministic=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_init_allocated_mem=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cudnn_deterministic=true)
    if((CUDA_VERSION GREATER 9.2)
       AND (CUDA_VERSION LESS 11.0)
       AND (MSVC_VERSION LESS 1910))
      set_target_properties(${TARGET_NAME} PROPERTIES VS_USER_PROPS
                                                      ${WIN_PROPS})
    endif()
  endif()
endfunction(nv_test)

function(hip_library TARGET_NAME)
  if(WITH_ROCM)
    set(options STATIC static SHARED shared)
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(hip_library "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    if(hip_library_SRCS)
      # FindHIP.cmake defined hip_add_library, HIP_SOURCE_PROPERTY_FORMAT is requried if no .cu files found
      if(NOT (${CMAKE_CURRENT_SOURCE_DIR} MATCHES ".*/operators"
              OR ${CMAKE_CURRENT_SOURCE_DIR} MATCHES ".*/phi/kernels"))
        set_source_files_properties(${hip_library_SRCS}
                                    PROPERTIES HIP_SOURCE_PROPERTY_FORMAT 1)
      endif()
      if(hip_library_SHARED OR hip_library_shared) # build *.so
        hip_add_library(${TARGET_NAME} SHARED ${hip_library_SRCS})
      else()
        hip_add_library(${TARGET_NAME} STATIC ${hip_library_SRCS})
        find_fluid_modules(${TARGET_NAME})
        find_phi_modules(${TARGET_NAME})
      endif()
      if(hip_library_DEPS)
        add_dependencies(${TARGET_NAME} ${hip_library_DEPS})
        target_link_libraries(${TARGET_NAME} ${hip_library_DEPS})
      endif()
      # cpplint code style
      foreach(source_file ${hip_library_SRCS})
        string(REGEX REPLACE "\\.[^.]*$" "" source ${source_file})
        if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
          list(APPEND hip_library_HEADERS
               ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
        endif()
      endforeach()
    else(hip_library_SRCS)
      if(hip_library_DEPS)
        list(REMOVE_DUPLICATES hip_library_DEPS)
        generate_dummy_static_lib(
          LIB_NAME ${TARGET_NAME} FILE_PATH ${target_SRCS} GENERATOR
          "generic.cmake:hip_library")

        target_link_libraries(${TARGET_NAME} ${hip_library_DEPS})
        add_dependencies(${TARGET_NAME} ${hip_library_DEPS})
      else()
        message(FATAL "Please specify source file or library in hip_library.")
      endif()
    endif(hip_library_SRCS)
  endif()
endfunction(hip_library)

function(hip_binary TARGET_NAME)
  if(WITH_ROCM)
    set(options "")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(hip_binary "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    # FindHIP.cmake defined hip_add_executable, HIP_SOURCE_PROPERTY_FORMAT is requried for .cc files
    hip_add_executable(${TARGET_NAME} ${hip_binary_SRCS})
    if(hip_binary_DEPS)
      target_link_libraries(${TARGET_NAME} ${hip_binary_DEPS})
      add_dependencies(${TARGET_NAME} ${hip_binary_DEPS})
      common_link(${TARGET_NAME})
    endif()
  endif()
endfunction(hip_binary)

function(hip_test TARGET_NAME)
  # The environment variable `CI_SKIP_CPP_TEST` is used to skip the compilation
  # and execution of test in CI. `CI_SKIP_CPP_TEST` is set to ON when no files
  # other than *.py are modified.
  if(WITH_ROCM
     AND WITH_TESTING
     AND NOT "$ENV{CI_SKIP_CPP_TEST}" STREQUAL "ON")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(hip_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    # FindHIP.cmake defined hip_add_executable, HIP_SOURCE_PROPERTY_FORMAT is requried for .cc files
    hip_add_executable(${TARGET_NAME} ${hip_test_SRCS})
    # "-pthread -ldl -lrt" is defined in CMAKE_CXX_LINK_EXECUTABLE
    target_link_options(${TARGET_NAME} PRIVATE -pthread -ldl -lrt)
    get_property(os_dependency_modules GLOBAL PROPERTY OS_DEPENDENCY_MODULES)
    target_link_libraries(
      ${TARGET_NAME}
      ${hip_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog
      ${os_dependency_modules})
    add_dependencies(
      ${TARGET_NAME}
      ${hip_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog)
    common_link(${TARGET_NAME})
    add_test(${TARGET_NAME} ${TARGET_NAME})
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cpu_deterministic=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_init_allocated_mem=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cudnn_deterministic=true)
    set_property(
      TEST ${TARGET_NAME}
      PROPERTY
        ENVIRONMENT
        "LD_LIBRARY_PATH=${CMAKE_BINARY_DIR}/python/paddle/libs:$LD_LIBRARY_PATH"
    )
  endif()
endfunction(hip_test)

function(xpu_library TARGET_NAME)
  if(WITH_XPU_KP)
    set(options STATIC static SHARED shared)
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(xpu_library "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})

    if(xpu_library_SRCS)
      if(xpu_library_SHARED OR xpu_library_shared) # build *.so
        message(
          FATAL_ERROR "XPU kernel currently does not support dynamic links")
      else()
        xpu_add_library(${TARGET_NAME} STATIC ${xpu_library_SRCS} DEPENDS
                        ${xpu_library_DEPS})
        find_fluid_modules(${TARGET_NAME})
        find_phi_modules(${TARGET_NAME})
      endif()
      if(xpu_library_DEPS)
        add_dependencies(${TARGET_NAME} ${xpu_library_DEPS})
        target_link_libraries(${TARGET_NAME} ${xpu_library_DEPS})
      endif()
      # cpplint code style
      foreach(source_file ${xpu_library_SRCS})
        string(REGEX REPLACE "\\.[^.]*$" "" source ${source_file})
        if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
          list(APPEND xpu_library_HEADERS
               ${CMAKE_CURRENT_SOURCE_DIR}/${source}.h)
        endif()
      endforeach()
    else(xpu_library_SRCS)
      if(xpu_library_DEPS)
        list(REMOVE_DUPLICATES xpu_library_DEPS)
        generate_dummy_static_lib(
          LIB_NAME ${TARGET_NAME} FILE_PATH ${target_SRCS} GENERATOR
          "generic.cmake:xpu_library")
        target_link_libraries(${TARGET_NAME} ${xpu_library_DEPS})
        add_dependencies(${TARGET_NAME} ${xpu_library_DEPS})
      else()
        message(FATAL "Please specify source file or library in xpu_library.")
      endif()
    endif(xpu_library_SRCS)
  endif()
endfunction(xpu_library)

function(xpu_binary TARGET_NAME)
  if(WITH_XPU_KP)
    set(options "")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(xpu_binary "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    add_executable(${TARGET_NAME} ${xpu_binary_SRCS})
    if(xpu_binary_DEPS)
      target_link_libraries(${TARGET_NAME} ${xpu_binary_DEPS})
      add_dependencies(${TARGET_NAME} ${xpu_binary_DEPS})
      common_link(${TARGET_NAME})
    endif()
  endif()
endfunction(xpu_binary)

function(xpu_test TARGET_NAME)
  # The environment variable `CI_SKIP_CPP_TEST` is used to skip the compilation
  # and execution of test in CI. `CI_SKIP_CPP_TEST` is set to ON when no files
  # other than *.py are modified.
  if(WITH_XPU_KP
     AND WITH_TESTING
     AND NOT "$ENV{CI_SKIP_CPP_TEST}" STREQUAL "ON")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS)
    cmake_parse_arguments(xpu_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})
    add_executable(${TARGET_NAME} ${xpu_test_SRCS})
    # "-pthread -ldl -lrt" is defined in CMAKE_CXX_LINK_EXECUTABLE
    target_link_options(${TARGET_NAME} PRIVATE -pthread -ldl -lrt)
    get_property(os_dependency_modules GLOBAL PROPERTY OS_DEPENDENCY_MODULES)
    target_link_libraries(
      ${TARGET_NAME}
      ${xpu_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog
      ${os_dependency_modules})
    add_dependencies(
      ${TARGET_NAME}
      ${xpu_test_DEPS}
      paddle_gtest_main
      lod_tensor
      memory
      gtest
      gflags
      glog)
    common_link(${TARGET_NAME})
    add_test(${TARGET_NAME} ${TARGET_NAME})
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cpu_deterministic=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_init_allocated_mem=true)
    set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT
                                              FLAGS_cudnn_deterministic=true)
  endif()
endfunction(xpu_test)

function(go_library TARGET_NAME)
  set(options STATIC static SHARED shared)
  set(oneValueArgs "")
  set(multiValueArgs DEPS)
  cmake_parse_arguments(go_library "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})

  if(go_library_SHARED OR go_library_shared)
    set(BUILD_MODE "-buildmode=c-shared")
    set(${TARGET_NAME}_LIB_NAME
        "${CMAKE_SHARED_LIBRARY_PREFIX}${TARGET_NAME}${CMAKE_SHARED_LIBRARY_SUFFIX}"
        CACHE STRING "output library name for target ${TARGET_NAME}")
  else()
    set(BUILD_MODE "-buildmode=c-archive")
    set(${TARGET_NAME}_LIB_NAME
        "${CMAKE_STATIC_LIBRARY_PREFIX}${TARGET_NAME}${CMAKE_STATIC_LIBRARY_SUFFIX}"
        CACHE STRING "output library name for target ${TARGET_NAME}")
  endif()

  set(dummyfile ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}_dummy.c)

  # This custom command will always run since it depends on a not
  # existing file.
  add_custom_command(OUTPUT dummy_rebulid_${TARGET_NAME} COMMAND cmake -E touch
                                                                 ${dummyfile})
  # Create a custom target that depends on the custom command output
  # file, so the custom command can be referenced as a dependency by
  # `add_dependencies`.
  add_custom_target(rebuild_${TARGET_NAME} DEPENDS dummy_rebulid_${TARGET_NAME})

  # Add dummy code to support `make target_name` under Terminal Command
  file(WRITE ${dummyfile}
       "const char *dummy_${TARGET_NAME} = \"${dummyfile}\";")
  if(go_library_SHARED OR go_library_shared)
    add_library(${TARGET_NAME} SHARED ${dummyfile})
  else()
    add_library(${TARGET_NAME} STATIC ${dummyfile})
  endif()
  if(go_library_DEPS)
    add_dependencies(${TARGET_NAME} ${go_library_DEPS})
    common_link(${TARGET_NAME})
  endif(go_library_DEPS)

  # The "source file" of the library is `${dummyfile}` which never
  # change, so the target will never rebuild. Make the target depends
  # on the custom command that touches the library "source file", so
  # rebuild will always happen.
  add_dependencies(${TARGET_NAME} rebuild_${TARGET_NAME})

  set(${TARGET_NAME}_LIB_PATH
      "${CMAKE_CURRENT_BINARY_DIR}/${${TARGET_NAME}_LIB_NAME}"
      CACHE STRING "output library path for target ${TARGET_NAME}")

  file(
    GLOB GO_SOURCE
    RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}"
    "*.go")
  string(REPLACE "${PADDLE_GO_PATH}/" "" CMAKE_CURRENT_SOURCE_REL_DIR
                 ${CMAKE_CURRENT_SOURCE_DIR})

  add_custom_command(
    TARGET ${TARGET_NAME}
    POST_BUILD
    COMMAND rm "${${TARGET_NAME}_LIB_PATH}"
    # Golang build source code
    COMMAND
      GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build ${BUILD_MODE} -o
      "${${TARGET_NAME}_LIB_PATH}"
      "./${CMAKE_CURRENT_SOURCE_REL_DIR}/${GO_SOURCE}"
    # must run under GOPATH
    WORKING_DIRECTORY "${PADDLE_IN_GOPATH}/go")
  add_dependencies(${TARGET_NAME} go_vendor)
endfunction(go_library)

function(go_binary TARGET_NAME)
  set(options OPTIONAL)
  set(oneValueArgs "")
  set(multiValueArgs SRCS DEPS)
  cmake_parse_arguments(go_binary "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  string(REPLACE "${PADDLE_GO_PATH}/" "" CMAKE_CURRENT_SOURCE_REL_DIR
                 ${CMAKE_CURRENT_SOURCE_DIR})

  add_custom_command(
    OUTPUT ${TARGET_NAME}_timestamp
    COMMAND
      env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} build -o
      "${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}"
      "./${CMAKE_CURRENT_SOURCE_REL_DIR}/${go_binary_SRCS}"
    WORKING_DIRECTORY "${PADDLE_IN_GOPATH}/go")
  add_custom_target(
    ${TARGET_NAME} ALL DEPENDS go_vendor ${TARGET_NAME}_timestamp
                               ${go_binary_DEPS})
  install(PROGRAMS ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME} DESTINATION bin)

  check_coverage_opt(${TARGET_NAME} ${go_binary_SRCS})

endfunction(go_binary)

function(go_test TARGET_NAME)
  set(options OPTIONAL)
  set(oneValueArgs "")
  set(multiValueArgs DEPS)
  cmake_parse_arguments(go_test "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  string(REPLACE "${PADDLE_GO_PATH}" "" CMAKE_CURRENT_SOURCE_REL_DIR
                 ${CMAKE_CURRENT_SOURCE_DIR})
  add_custom_target(${TARGET_NAME} ALL DEPENDS go_vendor ${go_test_DEPS})
  add_custom_command(
    TARGET ${TARGET_NAME}
    POST_BUILD
    COMMAND
      env GOPATH=${GOPATH} ${CMAKE_Go_COMPILER} test -race -c -o
      "${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}"
      ".${CMAKE_CURRENT_SOURCE_REL_DIR}"
    WORKING_DIRECTORY "${PADDLE_IN_GOPATH}/go")
  add_test(
    NAME ${TARGET_NAME}
    COMMAND ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}
    WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
endfunction(go_test)

# Modification of standard 'protobuf_generate_cpp()' with protobuf-lite support
# Usage:
#   paddle_protobuf_generate_cpp(<proto_srcs> <proto_hdrs> <proto_files>)

function(paddle_protobuf_generate_cpp SRCS HDRS)
  if(NOT ARGN)
    message(
      SEND_ERROR
        "Error: paddle_protobuf_generate_cpp() called without any proto files")
    return()
  endif()

  set(${SRCS})
  set(${HDRS})

  foreach(FIL ${ARGN})
    get_filename_component(ABS_FIL ${FIL} ABSOLUTE)
    get_filename_component(FIL_WE ${FIL} NAME_WE)

    set(_protobuf_protoc_src "${CMAKE_CURRENT_BINARY_DIR}/${FIL_WE}.pb.cc")
    set(_protobuf_protoc_hdr "${CMAKE_CURRENT_BINARY_DIR}/${FIL_WE}.pb.h")
    list(APPEND ${SRCS} "${_protobuf_protoc_src}")
    list(APPEND ${HDRS} "${_protobuf_protoc_hdr}")

    add_custom_command(
      OUTPUT "${_protobuf_protoc_src}" "${_protobuf_protoc_hdr}"
      COMMAND ${CMAKE_COMMAND} -E make_directory "${CMAKE_CURRENT_BINARY_DIR}"
      COMMAND ${PROTOBUF_PROTOC_EXECUTABLE} -I${CMAKE_CURRENT_SOURCE_DIR}
              --cpp_out "${CMAKE_CURRENT_BINARY_DIR}" ${ABS_FIL}
      # Set `EXTERN_PROTOBUF_DEPEND` only if need to compile `protoc.exe`.
      DEPENDS ${ABS_FIL} ${EXTERN_PROTOBUF_DEPEND}
      COMMENT "Running C++ protocol buffer compiler on ${FIL}"
      VERBATIM)
  endforeach()

  set_source_files_properties(${${SRCS}} ${${HDRS}} PROPERTIES GENERATED TRUE)
  set(${SRCS}
      ${${SRCS}}
      PARENT_SCOPE)
  set(${HDRS}
      ${${HDRS}}
      PARENT_SCOPE)
endfunction()

function(proto_library TARGET_NAME)
  set(oneValueArgs "")
  set(multiValueArgs SRCS DEPS)
  cmake_parse_arguments(proto_library "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  set(proto_srcs)
  set(proto_hdrs)
  paddle_protobuf_generate_cpp(proto_srcs proto_hdrs ${proto_library_SRCS})
  cc_library(
    ${TARGET_NAME}
    SRCS ${proto_srcs}
    DEPS ${proto_library_DEPS} protobuf)
  add_dependencies(extern_xxhash ${TARGET_NAME})
endfunction()

function(py_proto_compile TARGET_NAME)
  set(oneValueArgs "")
  set(multiValueArgs SRCS)
  cmake_parse_arguments(py_proto_compile "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  set(py_srcs)
  protobuf_generate_python(py_srcs ${py_proto_compile_SRCS})
  add_custom_target(${TARGET_NAME} ALL DEPENDS ${py_srcs} protobuf)
endfunction()

function(py_test TARGET_NAME)
  if(WITH_TESTING)
    set(options "")
    set(oneValueArgs "")
    set(multiValueArgs SRCS DEPS ARGS ENVS)
    cmake_parse_arguments(py_test "${options}" "${oneValueArgs}"
                          "${multiValueArgs}" ${ARGN})

    if(WITH_COVERAGE AND NOT (WITH_INCREMENTAL_COVERAGE
                              AND "$ENV{PADDLE_GIT_DIFF_PY_FILE}" STREQUAL ""))
      add_test(
        NAME ${TARGET_NAME}
        COMMAND
          ${CMAKE_COMMAND} -E env FLAGS_init_allocated_mem=true
          FLAGS_cudnn_deterministic=true FLAGS_cpu_deterministic=true
          PYTHONPATH=${PADDLE_BINARY_DIR}/python ${py_test_ENVS}
          COVERAGE_FILE=${PADDLE_BINARY_DIR}/python-coverage.data
          ${PYTHON_EXECUTABLE} -m coverage run --branch -p ${py_test_SRCS}
          ${py_test_ARGS}
        WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
    else()
      add_test(
        NAME ${TARGET_NAME}
        COMMAND
          ${CMAKE_COMMAND} -E env FLAGS_init_allocated_mem=true
          FLAGS_cudnn_deterministic=true FLAGS_cpu_deterministic=true
          ${py_test_ENVS} ${PYTHON_EXECUTABLE} -u ${py_test_SRCS}
          ${py_test_ARGS}
        WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR})
    endif()

    if(WIN32)
      set_tests_properties(${TARGET_NAME} PROPERTIES TIMEOUT 150)
    endif()
    if(APPLE)
      set_tests_properties(${TARGET_NAME} PROPERTIES TIMEOUT 20)
    endif()

  endif()
endfunction()

# grpc_library generate grpc code using grpc_cpp_plugin and protoc
# then build the generated protobuf code and grpc code with your
# implementation source codes together. Use SRCS argument for your
# implementation source files and PROTO argument for your .proto
# files.
#
# Usage: grpc_library(my_target SRCS my_client.cc PROTO my_target.proto DEPS my_dep)

function(grpc_library TARGET_NAME)
  set(oneValueArgs PROTO)
  set(multiValueArgs SRCS DEPS)
  set(options "")
  cmake_parse_arguments(grpc_library "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})

  message(STATUS "generating grpc ${grpc_library_PROTO}")

  get_filename_component(ABS_PROTO ${grpc_library_PROTO} ABSOLUTE)
  get_filename_component(PROTO_WE ${grpc_library_PROTO} NAME_WE)
  get_filename_component(PROTO_PATH ${ABS_PROTO} PATH)

  #FIXME(putcn): the follwoing line is supposed to generate *.pb.h and cc, but
  # somehow it didn't. line 602 to 604 is to patching this. Leaving this here
  # for now to enable dist CI.
  paddle_protobuf_generate_cpp(grpc_proto_srcs grpc_proto_hdrs "${ABS_PROTO}")
  set(grpc_grpc_srcs "${CMAKE_CURRENT_BINARY_DIR}/${PROTO_WE}.grpc.pb.cc")
  set(grpc_grpc_hdrs "${CMAKE_CURRENT_BINARY_DIR}/${PROTO_WE}.grpc.pb.h")
  cc_library("${TARGET_NAME}_proto" SRCS "${grpc_proto_srcs}")

  add_custom_command(
    OUTPUT "${grpc_grpc_srcs}" "${grpc_grpc_hdrs}"
    COMMAND
      ${PROTOBUF_PROTOC_EXECUTABLE} ARGS --grpc_out
      "${CMAKE_CURRENT_BINARY_DIR}" -I "${PROTO_PATH}"
      --plugin=protoc-gen-grpc="${GRPC_CPP_PLUGIN}" "${ABS_PROTO}"
    COMMAND ${PROTOBUF_PROTOC_EXECUTABLE} ARGS --cpp_out
            "${CMAKE_CURRENT_BINARY_DIR}" -I "${PROTO_PATH}" "${ABS_PROTO}"
    DEPENDS "${ABS_PROTO}" ${PROTOBUF_PROTOC_EXECUTABLE} extern_grpc)

  # FIXME(typhoonzero): grpc generated code do not generate virtual-dtor, mark it
  # as compiler warnings instead of error. Should try remove the warnings also.
  set_source_files_properties(
    ${grpc_grpc_srcs}
    PROPERTIES
      COMPILE_FLAGS
      "-Wno-non-virtual-dtor -Wno-error=non-virtual-dtor -Wno-error=delete-non-virtual-dtor"
  )
  cc_library("${TARGET_NAME}_grpc" SRCS "${grpc_grpc_srcs}")

  set_source_files_properties(
    ${grpc_library_SRCS}
    PROPERTIES
      COMPILE_FLAGS
      "-Wno-non-virtual-dtor -Wno-error=non-virtual-dtor -Wno-error=delete-non-virtual-dtor"
  )
  cc_library(
    "${TARGET_NAME}"
    SRCS "${grpc_library_SRCS}"
    DEPS "${TARGET_NAME}_grpc" "${TARGET_NAME}_proto" "${grpc_library_DEPS}")
endfunction()

function(brpc_library TARGET_NAME)
  set(oneValueArgs PROTO)
  set(multiValueArgs SRCS DEPS)
  set(options "")
  cmake_parse_arguments(brpc_library "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})

  message(STATUS "generating brpc ${brpc_library_PROTO}")

  get_filename_component(ABS_PROTO ${brpc_library_PROTO} ABSOLUTE)
  get_filename_component(PROTO_WE ${brpc_library_PROTO} NAME_WE)
  get_filename_component(PROTO_PATH ${ABS_PROTO} PATH)

  paddle_protobuf_generate_cpp(brpc_proto_srcs brpc_proto_hdrs "${ABS_PROTO}")
  cc_library("${TARGET_NAME}_proto" SRCS "${brpc_proto_srcs}")
  cc_library(
    "${TARGET_NAME}"
    SRCS "${brpc_library_SRCS}"
    DEPS "${TARGET_NAME}_proto" "${brpc_library_DEPS}")
endfunction()

# copy_if_different from src_file to dst_file At the beginning of the build.
function(copy_if_different src_file dst_file)
  get_filename_component(FILE_NAME ${dst_file} NAME_WE)

  # this is a dummy target for custom command, should always be run firstly to update ${dst_file}
  add_custom_target(
    copy_${FILE_NAME}_command ALL
    COMMAND ${CMAKE_COMMAND} -E copy_if_different ${src_file} ${dst_file}
    COMMENT "copy_if_different ${dst_file}"
    VERBATIM)

  add_dependencies(extern_glog copy_${FILE_NAME}_command)
endfunction()

# create a dummy source file, then create a static library.
# LIB_NAME should be the static lib name.
# FILE_PATH should be the dummy source file path.
# GENERATOR should be the file name invoke this function.
# CONTENT should be some helpful info.
# example: generate_dummy_static_lib(mylib FILE_PATH /path/to/dummy.c GENERATOR mylib.cmake CONTENT "helpful info")
function(generate_dummy_static_lib)
  set(options "")
  set(oneValueArgs LIB_NAME FILE_PATH GENERATOR CONTENT)
  set(multiValueArgs "")
  cmake_parse_arguments(dummy "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})
  if(NOT dummy_LIB_NAME)
    message(FATAL_ERROR "You must provide a static lib name.")
  endif()
  if(NOT dummy_FILE_PATH)
    set(dummy_FILE_PATH "${CMAKE_CURRENT_BINARY_DIR}/${dummy_LIB_NAME}_dummy.c")
  endif()
  if(NOT dummy_GENERATOR)
    message(FATAL_ERROR "You must provide a generator file name.")
  endif()
  if(NOT dummy_CONTENT)
    set(dummy_CONTENT "${dummy_LIB_NAME}_dummy.c for lib ${dummy_LIB_NAME}")
  endif()

  configure_file(${PROJECT_SOURCE_DIR}/cmake/dummy.c.in ${dummy_FILE_PATH}
                 @ONLY)
  add_library(${dummy_LIB_NAME} STATIC ${dummy_FILE_PATH})
endfunction()

function(math_library TARGET)
  # math_library is a function to create math library.
  # The interface is the same as cc_library.
  # But it handle split GPU/CPU code and link some common library.
  set(cc_srcs)
  set(cu_srcs)
  set(hip_srcs)
  set(math_common_deps device_context framework_proto enforce)
  if(WITH_GPU)
    if(${CMAKE_CUDA_COMPILER_VERSION} LESS 11.0)
      list(APPEND math_common_deps cub)
    else()
      list(APPEND math_common_deps)
    endif()
  endif()
  set(multiValueArgs DEPS)
  cmake_parse_arguments(math_library "${options}" "${oneValueArgs}"
                        "${multiValueArgs}" ${ARGN})

  if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cc)
    list(APPEND cc_srcs ${TARGET}.cc)
  endif()
  if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cu)
    list(APPEND cu_srcs ${TARGET}.cu)
  endif()
  if(EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cu.cc)
    list(APPEND cu_srcs ${TARGET}.cu.cc)
  endif()

  list(LENGTH cc_srcs cc_srcs_len)
  if(WITH_GPU)
    nv_library(
      ${TARGET}
      SRCS ${cc_srcs} ${cu_srcs}
      DEPS ${math_library_DEPS} ${math_common_deps})
  elseif(WITH_ROCM)
    hip_library(
      ${TARGET}
      SRCS ${cc_srcs} ${cu_srcs}
      DEPS ${math_library_DEPS} ${math_common_deps})
  elseif(${cc_srcs_len} GREATER 0)
    cc_library(
      ${TARGET}
      SRCS ${cc_srcs}
      DEPS ${math_library_DEPS} ${math_common_deps})
  endif()
endfunction()