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cudnn.cmake 2.5 kB

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  1. find_package(PkgConfig)
  2. if(${PkgConfig_FOUND})
  3. pkg_check_modules(PC_CUDNN QUIET CUDNN)
  4. endif()
  5. if(NOT "$ENV{LIBRARY_PATH}" STREQUAL "")
  6. string(REPLACE ":" ";" SYSTEM_LIBRARY_PATHS $ENV{LIBRARY_PATH})
  7. endif()
  8. if(MGE_CUDA_USE_STATIC)
  9. find_library(CUDNN_LIBRARY
  10. NAMES libcudnn_static.a cudnn.lib
  11. PATHS $ENV{LD_LIBRARY_PATH} ${CUDNN_ROOT_DIR} ${PC_CUDNN_LIBRARY_DIRS} ${CMAKE_INSTALL_PREFIX}
  12. HINTS ${SYSTEM_LIBRARY_PATHS}
  13. PATH_SUFFIXES lib lib64
  14. DOC "CUDNN library." )
  15. else()
  16. find_library(CUDNN_LIBRARY
  17. NAMES libcudnn.so libcudnn.dylib cudnn64.dll
  18. PATHS $ENV{LD_LIBRARY_PATH} ${CUDNN_ROOT_DIR} ${PC_CUDNN_LIBRARY_DIRS} ${CMAKE_INSTALL_PREFIX}
  19. HINTS ${SYSTEM_LIBRARY_PATHS}
  20. PATH_SUFFIXES lib lib64
  21. DOC "CUDNN library." )
  22. endif()
  23. if(CUDNN_LIBRARY STREQUAL "CUDNN_LIBRARY-NOTFOUND")
  24. message(FATAL_ERROR "Can not find CuDNN Library")
  25. endif()
  26. get_filename_component(__found_cudnn_root ${CUDNN_LIBRARY}/../.. REALPATH)
  27. find_path(CUDNN_INCLUDE_DIR
  28. NAMES cudnn.h
  29. HINTS $ENV{PC_CUDNN_INCLUDE_DIRS} ${CUDNN_ROOT_DIR} ${CUDA_TOOLKIT_INCLUDE} ${__found_cudnn_root}
  30. PATH_SUFFIXES include
  31. DOC "Path to CUDNN include directory." )
  32. if(CUDNN_INCLUDE_DIR STREQUAL "CUDNN_INCLUDE_DIR-NOTFOUND")
  33. message(FATAL_ERROR "Can not find CuDNN Library")
  34. endif()
  35. file(READ ${CUDNN_INCLUDE_DIR}/cudnn.h CUDNN_VERSION_FILE_CONTENTS)
  36. string(REGEX MATCH "define CUDNN_MAJOR * +([0-9]+)"
  37. CUDNN_MAJOR_VERSION "${CUDNN_VERSION_FILE_CONTENTS}")
  38. string(REGEX REPLACE "define CUDNN_MAJOR * +([0-9]+)" "\\1"
  39. CUDNN_MAJOR_VERSION "${CUDNN_MAJOR_VERSION}")
  40. string(REGEX MATCH "define CUDNN_MINOR * +([0-9]+)"
  41. CUDNN_MINOR_VERSION "${CUDNN_VERSION_FILE_CONTENTS}")
  42. string(REGEX REPLACE "define CUDNN_MINOR * +([0-9]+)" "\\1"
  43. CUDNN_MINOR_VERSION "${CUDNN_MINOR_VERSION}")
  44. string(REGEX MATCH "define CUDNN_PATCHLEVEL * +([0-9]+)"
  45. CUDNN_PATCH_VERSION "${CUDNN_VERSION_FILE_CONTENTS}")
  46. string(REGEX REPLACE "define CUDNN_PATCHLEVEL * +([0-9]+)" "\\1"
  47. CUDNN_PATCH_VERSION "${CUDNN_PATCH_VERSION}")
  48. set(CUDNN_VERSION ${CUDNN_MAJOR_VERSION}.${CUDNN_MINOR_VERSION})
  49. if(MGE_CUDA_USE_STATIC)
  50. add_library(libcudnn STATIC IMPORTED)
  51. else()
  52. add_library(libcudnn SHARED IMPORTED)
  53. endif()
  54. set_target_properties(libcudnn PROPERTIES
  55. IMPORTED_LOCATION ${CUDNN_LIBRARY}
  56. INTERFACE_INCLUDE_DIRECTORIES ${CUDNN_INCLUDE_DIR})
  57. message("-- Found CuDNN: ${__found_cudnn_root} (found version: ${CUDNN_VERSION})")

MegEngine 安装包中集成了使用 GPU 运行代码所需的 CUDA 环境,不用区分 CPU 和 GPU 版。 如果想要运行 GPU 程序,请确保机器本身配有 GPU 硬件设备并安装好驱动。 如果你想体验在云端 GPU 算力平台进行深度学习开发的感觉,欢迎访问 MegStudio 平台