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CMakeLists.txt
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# CMake version related
cmake_minimum_required(VERSION 2.8.9)
if (${CMAKE_VERSION} VERSION_GREATER 3.0)
cmake_policy(SET CMP0046 OLD)
endif()
# Set project
project(dnnmark)
# Set path of sub-directory with other cmake file
set(CMAKE_MODULE_PATH ${CMAKE_SOURCE_DIR}/cmake)
# Set
option (CUDA_ENABLE "Only run benchmark on Nvidia device" OFF)
option (HCC_ENABLE "Only run benchmark on AMD device" OFF)
# Locate CUDA package
find_package(CUDA)
# Detect GPU device
if(CUDA_FOUND AND ${CUDA_ENABLE})
try_run(RUN_RESULT_VAR COMPILE_RESULT_VAR
${CMAKE_BINARY_DIR}
${CMAKE_SOURCE_DIR}/tools/has_cuda_gpu.c
CMAKE_FLAGS
-DINCLUDE_DIRECTORIES:STRING=${CUDA_TOOLKIT_INCLUDE}
-DLINK_LIBRARIES:STRING=${CUDA_CUDART_LIBRARY}
COMPILE_OUTPUT_VARIABLE COMPILE_OUTPUT_VAR
RUN_OUTPUT_VARIABLE RUN_OUTPUT_VAR)
# Display number of GPUs found
message("${RUN_OUTPUT_VAR}")
# COMPILE_RESULT_VAR is TRUE when compile succeeds
# RUN_RESULT_VAR is zero when a GPU is found
if(COMPILE_RESULT_VAR AND NOT RUN_RESULT_VAR)
set(CUDA_HAVE_GPU TRUE)
else()
set(CUDA_HAVE_GPU FALSE)
endif()
endif()
# Detect HCC
find_program(HCC_FOUND hcc)
option (double-test "Make data type double" OFF)
option (enable-cudnnv6 "Enable cuDNN version 6" OFF)
# Build NICE library only with CUDA
if (CUDA_FOUND AND ${CUDA_ENABLE})
# Print messge to indicate whether GPU device exists
if (CUDA_HAVE_GPU)
message(STATUS "GPU device exists")
add_definitions(-DNVIDIA_CUDNN)
else()
message(WARNING "GPU device does not exist")
endif()
#include the built-in findCUDA cmake scripts
include(FindCUDA)
# Stop if CUDNN_ROOT is not defined
if (NOT DEFINED CUDNN_ROOT)
message(FATAL_ERROR "Path to CuDNN is not defined")
endif()
if (EXISTS ${CUDNN_ROOT})
message(STATUS "CuDNN library root path: " ${CUDNN_ROOT})
include_directories(${CUDNN_ROOT}/include)
else()
message(FATAL_ERROR "Path to CuDNN library not exists")
endif()
# Enable double data type
if (double-test)
add_definitions(-DDOUBLE_TEST)
endif()
# Add deinition of C++11 stardard
add_definitions(-std=c++11)
# Enable cuDNN v6
if (enable-cudnnv6)
add_definitions(-DCUDNNV6)
endif()
# Set path of DNNMark include files
set(DNNMARK_INCLUDES ${CMAKE_SOURCE_DIR}/core/include)
include_directories(${DNNMARK_INCLUDES})
# Set path of DNNMark layer files
set(DNNMARK_LAYERS ${DNNMARK_INCLUDES}/layers)
include_directories(${DNNMARK_LAYERS})
# Set source files
file(GLOB_RECURSE DNNMARK_SOURCES RELATIVE ${CMAKE_SOURCE_DIR} core/src/*.cc)
message(STATUS "DNNMark Source files: " ${DNNMARK_SOURCES})
# Set NVCC flags
set(CUDA_NVCC_FLAGS ${CUDA_NVCC_FLAGS} -O3 -gencode arch=compute_50,code=sm_50)
# Find cuda libraries
find_library(CUDNN_LIBRARY cudnn ${CUDNN_ROOT}/lib64)
find_library(CUDA_BLAS_LIBRARY cublas HINTS ${CUDA_TOOLKIT_ROOT_DIR}/lib64)
find_library(CUDA_RAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}/lib64)
# Find glog library
find_library(GLOG_LIBRARY glog)
# Add NICE library together with CUDA
include_directories(${CUDA_INCLUDE_DIR})
cuda_add_library(${PROJECT_NAME} SHARED ${DNNMARK_SOURCES})
add_dependencies(${PROJECT_NAME} ${CUDNN_LIBRARY})
add_dependencies(${PROJECT_NAME} ${CUDA_BLAS_LIBRARY})
add_dependencies(${PROJECT_NAME} ${CUDA_RAND_LIBRARY})
add_dependencies(${PROJECT_NAME} ${CUDA_LIBRARIES})
add_dependencies(${PROJECT_NAME} ${GLOG_LIBRARY})
target_link_libraries(${PROJECT_NAME}
${CUDNN_LIBRARY}
${CUDA_BLAS_LIBRARY}
${CUDA_RAND_LIBRARY}
${CUDA_LIBRARIES}
${GLOG_LIBRARY}
m)
elseif(HCC_FOUND AND ${HCC_ENABLE})
# Cover the include and linkage requirement here
execute_process(COMMAND hcc-config --cxxflags
OUTPUT_VARIABLE HCC_COMPILE_FLAGS)
set(COMPILER_FLAGS "${COMPILER_FLAGS} ${HCC_COMPILE_FLAGS}")
execute_process(COMMAND hcc-config --ldflags
OUTPUT_VARIABLE HCC_LINKER_FLAGS)
set(LINKER_FLAGS "${LINKER_FLAGS} ${HCC_LINKER_FLAGS}")
set(ROCM_ROOT /opt/rocm)
if (EXISTS ${MIOPEN_ROOT})
message(STATUS "MIOpen root path: " ${MIOPEN_ROOT})
include_directories(${MIOPEN_ROOT}/include)
include_directories(${MIOPEN_ROOT}/src/include)
include_directories(${MIOPEN_ROOT}/build/include)
include_directories(${ROCM_ROOT}/hip/include)
else()
message(FATAL_ERROR "Path to MIOpen library not exists")
endif()
if (EXISTS ${ROCBLAS_ROOT})
message(STATUS "ROCBLAS root path: " ${ROCBLAS_ROOT})
include_directories(${ROCBLAS_ROOT}/include)
else()
message(FATAL_ERROR "Path to ROCBLAS library not exists")
endif()
# Locate HIP to this project
list(APPEND CMAKE_PREFIX_PATH ${ROCM_ROOT}/hcc ${ROCM_ROOT}/hip)
find_package(hip REQUIRED PATHS ${ROCM_ROOT})
# Add a guard for AMD MIOpen
add_definitions(-DAMD_MIOPEN)
# Add deinition of C++11 stardard
add_definitions(-std=c++11 -Wno-attributes)
# Enable double data type
if (double-test)
add_definitions(-DDOUBLE_TEST)
endif()
# Set path of DNNMark include files
set(DNNMARK_INCLUDES ${CMAKE_SOURCE_DIR}/core/include)
include_directories(${DNNMARK_INCLUDES})
# Set path of DNNMark layer files
set(DNNMARK_LAYERS ${DNNMARK_INCLUDES}/layers)
include_directories(${DNNMARK_LAYERS})
# Set source files
file(GLOB_RECURSE DNNMARK_SOURCES RELATIVE ${CMAKE_SOURCE_DIR} core/src/*.cc)
message(STATUS "DNNMark Source files: " ${DNNMARK_SOURCES})
# Find rocBLAS libraries
find_library(ROCBLAS_LIBRARY rocblas-hcc ${ROCBLAS_ROOT}/lib)
# Find MIOpen libraries
find_library(MIOPEN_LIBRARY MIOpen ${MIOPEN_ROOT}/lib)
message(${ROCBLAS_LIBRARY} ${MIOPEN_LIBRARY})
# Find other libraries
find_library(HIP_HCC hip_hcc /opt/rocm/hip/lib)
# Find glog libraries
find_library(GLOG_LIBRARY glog)
# Add DNNMark library
add_library(${PROJECT_NAME} SHARED ${DNNMARK_SOURCES})
add_dependencies(${PROJECT_NAME} ${MIOPEN_LIBRARY})
target_link_libraries(${PROJECT_NAME}
${ROCBLAS_LIBRARY}
${MIOPEN_LIBRARY}
${HIP_HCC}
${GLOG_LIBRARY}
m)
set_target_properties(${PROJECT_NAME} PROPERTIES
COMPILE_FLAGS ${COMPILER_FLAGS}
LINK_FLAGS ${LINKER_FLAGS})
else()
message(FATAL_ERROR "CUDA or HCC not exists")
endif()
# Benchmarking
option (enable-benchmarking "Compile all benchmarks of DNNMark" ON)
if (enable-benchmarking)
# Include the cmake file of gflag
find_library(GFLAGS_LIBRARY gflags)
# Invoke cmake files of each benchmark
set(BENCHMARKS benchmarks)
add_subdirectory(${BENCHMARKS})
endif()