if(NOT LITE_WITH_CUDA) return() endif() if(WIN32) set(CUDNN_ROOT ${CUDA_TOOLKIT_ROOT_DIR}) else(WIN32) set(CUDNN_ROOT "/usr" CACHE PATH "CUDNN ROOT") endif(WIN32) find_path(CUDNN_INCLUDE_DIR cudnn.h PATHS ${CUDNN_ROOT} ${CUDNN_ROOT}/include $ENV{CUDNN_ROOT} $ENV{CUDNN_ROOT}/include ${CUDA_TOOLKIT_INCLUDE} NO_DEFAULT_PATH ) get_filename_component(__libpath_hist ${CUDA_CUDART_LIBRARY} PATH) set(TARGET_ARCH "x86_64") if(NOT ${CMAKE_SYSTEM_PROCESSOR}) set(TARGET_ARCH ${CMAKE_SYSTEM_PROCESSOR}) endif() list(APPEND CUDNN_CHECK_LIBRARY_DIRS ${CUDNN_ROOT} ${CUDNN_ROOT}/lib64 ${CUDNN_ROOT}/lib ${CUDNN_ROOT}/lib/${TARGET_ARCH}-linux-gnu /usr/local/cuda-${CUDA_VERSION}/targets/${TARGET_ARCH}-linux/lib/ /usr/lib/${TARGET_ARCH}-linux-gnu/ $ENV{CUDNN_ROOT} $ENV{CUDNN_ROOT}/lib64 $ENV{CUDNN_ROOT}/lib /usr/lib ${CUDA_TOOLKIT_ROOT_DIR} ${CUDA_TOOLKIT_ROOT_DIR}/lib/x64 ${CUDA_TOOLKIT_ROOT_DIR}/lib64 ) if((${CUDA_VERSION} GREATER 10.0) OR (${CUDA_VERSION} EQUAL 10.0)) find_library(CUBLAS_LIBRARY NAMES libcublas.so PATHS ${CUDNN_CHECK_LIBRARY_DIRS} NO_DEFAULT_PATH) set(CUBLAS_LIBRARIES ${CUBLAS_LIBRARY}) else() set(CUBLAS_LIBRARIES ${CUDA_CUBLAS_LIBRARIES}) endif() set(CUDNN_LIB_NAME "libcudnn.so") if(WIN32) # only support cudnn7 set(CUDNN_LIB_NAME "cudnn.lib" "cudnn64_7.dll") endif(WIN32) if(APPLE) set(CUDNN_LIB_NAME "libcudnn.dylib" "libcudnn.so") endif(APPLE) find_library(CUDNN_LIBRARY NAMES ${CUDNN_LIB_NAME} PATHS ${CUDNN_CHECK_LIBRARY_DIRS} ${CUDNN_INCLUDE_DIR} ${__libpath_hist} NO_DEFAULT_PATH DOC "Path to cuDNN dynamic library.") if(CUDNN_INCLUDE_DIR AND CUDNN_LIBRARY) set(CUDNN_FOUND ON) else() set(CUDNN_FOUND OFF) endif() if(CUDNN_FOUND) file(READ ${CUDNN_INCLUDE_DIR}/cudnn.h CUDNN_VERSION_FILE_CONTENTS) get_filename_component(CUDNN_LIB_PATH ${CUDNN_LIBRARY} DIRECTORY) add_library(cudnn_static STATIC IMPORTED GLOBAL) set_property(TARGET cudnn_static PROPERTY IMPORTED_LOCATION "${CUDNN_LIB_PATH}/libcudnn_static.a") string(REGEX MATCH "define CUDNN_VERSION +([0-9]+)" CUDNN_VERSION "${CUDNN_VERSION_FILE_CONTENTS}") string(REGEX REPLACE "define CUDNN_VERSION +([0-9]+)" "\\1" CUDNN_VERSION "${CUDNN_VERSION}") if("${CUDNN_VERSION}" STREQUAL "2000") message(STATUS "Current cuDNN version is v2. ") else() string(REGEX MATCH "define CUDNN_MAJOR +([0-9]+)" CUDNN_MAJOR_VERSION "${CUDNN_VERSION_FILE_CONTENTS}") string(REGEX REPLACE "define CUDNN_MAJOR +([0-9]+)" "\\1" CUDNN_MAJOR_VERSION "${CUDNN_MAJOR_VERSION}") string(REGEX MATCH "define CUDNN_MINOR +([0-9]+)" CUDNN_MINOR_VERSION "${CUDNN_VERSION_FILE_CONTENTS}") string(REGEX REPLACE "define CUDNN_MINOR +([0-9]+)" "\\1" CUDNN_MINOR_VERSION "${CUDNN_MINOR_VERSION}") string(REGEX MATCH "define CUDNN_PATCHLEVEL +([0-9]+)" CUDNN_PATCHLEVEL_VERSION "${CUDNN_VERSION_FILE_CONTENTS}") string(REGEX REPLACE "define CUDNN_PATCHLEVEL +([0-9]+)" "\\1" CUDNN_PATCHLEVEL_VERSION "${CUDNN_PATCHLEVEL_VERSION}") if(NOT CUDNN_MAJOR_VERSION) set(CUDNN_VERSION "???") else() add_definitions("-DPADDLE_CUDNN_BINVER=\"${CUDNN_MAJOR_VERSION}\"") math(EXPR CUDNN_VERSION "${CUDNN_MAJOR_VERSION} * 1000 + ${CUDNN_MINOR_VERSION} * 100 + ${CUDNN_PATCHLEVEL_VERSION}") endif() message(STATUS "Current cuDNN header is ${CUDNN_INCLUDE_DIR}/cudnn.h. " "Current cuDNN version is v${CUDNN_MAJOR_VERSION}. ") endif() endif()