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CMakeLists.txt 27 kB

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  1. cmake_minimum_required(VERSION 3.14.4)
  2. include (cmake/FetchMegBrainVersion.cmake)
  3. project(MegEngine LANGUAGES C CXX VERSION ${MGB_VER_STRING})
  4. set(CMAKE_CXX_STANDARD 14)
  5. set(CMAKE_CXX_STANDARD_REQUIRED ON)
  6. set(CMAKE_CXX_EXTENSIONS OFF)
  7. set(CMAKE_POSITION_INDEPENDENT_CODE ON)
  8. set(CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/cmake/Modules)
  9. set(CMAKE_POLICY_DEFAULT_CMP0048 NEW)
  10. if(NOT MSVC AND NOT APPLE AND NOT WIN32)
  11. set(CMAKE_CXX_ARCHIVE_CREATE "<CMAKE_AR> Dqc <TARGET> <LINK_FLAGS> <OBJECTS>")
  12. set(CMAKE_CXX_ARCHIVE_APPEND "<CMAKE_AR> Dq <TARGET> <LINK_FLAGS> <OBJECTS>")
  13. set(CMAKE_CXX_ARCHIVE_FINISH "<CMAKE_RANLIB> -D <TARGET>")
  14. endif()
  15. include(GNUInstallDirs)
  16. include(CheckCXXCompilerFlag)
  17. CHECK_CXX_COMPILER_FLAG(-Wclass-memaccess CXX_SUPPORT_WCLASS_MEMACCESS)
  18. set(MGE_ARCH AUTO CACHE STRING "Architecture on which MegEngine to be built.")
  19. set_property(CACHE MGE_ARCH PROPERTY STRINGS AUTO
  20. x86_64 i386
  21. armv7 aarch64
  22. naive fallback
  23. )
  24. set (MGE_EXPORT_TARGETS MegEngine-targets)
  25. option(MGE_WITH_JIT "Build MegEngine with JIT." ON)
  26. option(MGE_WITH_HALIDE "Build MegEngine with Halide JIT" ON)
  27. option(MGE_ARMV8_2_FEATURE_FP16 "Enable armv8.2-a+fp16 support" OFF)
  28. option(MGE_ARMV8_2_FEATURE_DOTPROD "enable armv8.2-a+dotprod support" OFF)
  29. option(MGE_DISABLE_FLOAT16 "Disable MegEngine float16 support." OFF)
  30. option(MGE_WITH_CUDA "Enable MegEngine CUDA support." ON)
  31. option(MGE_CUDA_USE_STATIC "Enable MegEngine CUDA static linking." ON)
  32. option(MGE_WITH_TRT "Build MegEngine with TensorRT." ON)
  33. option(MGE_USE_SYSTEM_LIB "Build MegEngine with system libraries." OFF)
  34. option(MGB_WITH_FLATBUFFERS "Build MegBrain with FlatBuffers serialization support." ON)
  35. option(BUILD_SHARED_LIBS "Build shared libraries" ON)
  36. if (APPLE)
  37. set (BUILD_SHARED_LIBS OFF)
  38. message("build static for xcode framework require")
  39. endif()
  40. if (MGE_USE_SYSTEM_LIB)
  41. set (MGE_CUDA_USE_STATIC OFF)
  42. endif()
  43. if (MGB_WITH_FLATBUFFERS)
  44. set(MGB_ENABLE_FBS_SERIALIZATION ON)
  45. endif()
  46. if(CMAKE_TOOLCHAIN_FILE)
  47. message("We are cross compiling.")
  48. message("config FLATBUFFERS_FLATC_EXECUTABLE to: ${PROJECT_SOURCE_DIR}/build_dir/host_flatc/install/bin/flatc")
  49. set(FLATBUFFERS_FLATC_EXECUTABLE "${PROJECT_SOURCE_DIR}/build_dir/host_flatc/install/bin/flatc")
  50. if(ANDROID_TOOLCHAIN_ROOT)
  51. if(NOT "${ANDROID_ARCH_NAME}" STREQUAL "")
  52. set(ANDROID_ARCH ${ANDROID_ARCH_NAME})
  53. endif()
  54. if(${ANDROID_ARCH} STREQUAL "arm")
  55. set(MGE_ARCH "armv7")
  56. elseif(${ANDROID_ARCH} STREQUAL "arm64")
  57. set(MGE_ARCH "aarch64")
  58. else()
  59. message(FATAL_ERROR "DO NOT SUPPORT ANDROID ARCH NOW")
  60. endif()
  61. elseif(IOS_TOOLCHAIN_ROOT)
  62. if(${IOS_ARCH} STREQUAL "armv7")
  63. set(MGE_ARCH "armv7")
  64. elseif(${IOS_ARCH} STREQUAL "arm64")
  65. set(MGE_ARCH "aarch64")
  66. elseif(${IOS_ARCH} STREQUAL "armv7k")
  67. set(MGE_ARCH "armv7")
  68. elseif(${IOS_ARCH} STREQUAL "arm64e")
  69. set(MGE_ARCH "aarch64")
  70. elseif(${IOS_ARCH} STREQUAL "armv7s")
  71. set(MGE_ARCH "armv7")
  72. else()
  73. message(FATAL_ERROR "Unsupported IOS_ARCH.")
  74. endif()
  75. elseif(NOT "${ARM_CROSS_BUILD_ARCH}" STREQUAL "")
  76. set(MGE_ARCH ${ARM_CROSS_BUILD_ARCH})
  77. else()
  78. message(FATAL_ERROR "Unknown cross-compiling settings.")
  79. endif()
  80. message("CONFIG MGE_ARCH TO ${MGE_ARCH}")
  81. endif()
  82. if(${MGE_ARCH} STREQUAL "AUTO")
  83. if(${CMAKE_SYSTEM_PROCESSOR} STREQUAL "x86_64" OR ${CMAKE_SYSTEM_PROCESSOR} STREQUAL "AMD64")
  84. set(MGE_ARCH "x86_64")
  85. elseif(${CMAKE_SYSTEM_PROCESSOR} STREQUAL "i386" OR ${CMAKE_SYSTEM_PROCESSOR} STREQUAL "i686")
  86. set(MGE_ARCH "i386")
  87. elseif(${CMAKE_SYSTEM_PROCESSOR} STREQUAL "aarch64" OR ${CMAKE_SYSTEM_PROCESSOR} STREQUAL "arm64")
  88. set(MGE_ARCH "aarch64")
  89. elseif(${CMAKE_SYSTEM_PROCESSOR} MATCHES "^arm")
  90. set(MGE_ARCH "armv7")
  91. else()
  92. message(FATAL "Unknown machine architecture for MegEngine.")
  93. endif()
  94. endif()
  95. if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386" OR ${MGE_ARCH} STREQUAL "armv7" OR ${MGE_ARCH} STREQUAL "aarch64")
  96. option(MGB_ENABLE_CPUINFO "Build cpuinfo library for check runtime." ON)
  97. if(MGB_ENABLE_CPUINFO)
  98. message("-- Enable cpuinfo runtime check.")
  99. add_definitions(-DMGB_ENABLE_CPUINFO_CHECK)
  100. include(cmake/cpuinfo.cmake)
  101. endif()
  102. endif()
  103. if(MSVC OR WIN32)
  104. add_compile_definitions(NOMINMAX=1 _USE_MATH_DEFINES=1 WIN32=1)
  105. message("-- into windows build...")
  106. message(" -- CMAKE_C_COMPILER_ID: ${CMAKE_C_COMPILER_ID}")
  107. if (${CMAKE_C_COMPILER_ID} STREQUAL "Clang-cl")
  108. message(FATAL_ERROR "only support clang-cl for windows build, pls check detail: scripts/cmake-build/BUILD_README.md")
  109. endif()
  110. # add flags for enable sse instruction optimize for X86, enable avx header to compile avx code
  111. set(WIN_FLAGS "-msse4.2 -O2 -D_AVX_ -D_AVX2_ -D__AVX__ -D__AVX2__ -D__FMA__")
  112. # if u CPU is cascadelake series, u can enable for performance
  113. # set(WIN_FLAGS "{WIN_FLAGS} -march=cascadelake -mtune=cascadelake")
  114. # set(WIN_FLAGS "{WIN_FLAGS} -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni")
  115. # for windows build
  116. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=implicit-int-conversion -Wno-error=double-promotion")
  117. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=zero-as-null-pointer-constant -Wno-error=implicit-int-conversion")
  118. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=float-conversion -Wno-error=shadow-field -Wno-error=covered-switch-default")
  119. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=deprecated -Wno-error=documentation -Wno-error=unreachable-code-break")
  120. set(WIN_FLAGS "${WIN_FLAGS} /DWIN32 -Wno-macro-redefined /D_WIN32_WINNT=0x0601")
  121. set(WIN_FLAGS "${WIN_FLAGS} /D_CRT_SECURE_NO_DEPRECATE /D_CRT_SECURE_NO_WARNINGS /DNOGDI /D_USE_MATH_DEFINES /bigobj")
  122. set(WIN_FLAGS "${WIN_FLAGS} /Zm500 /EHs /wd4351 /wd4291 /wd4250 /wd4996 /wd4819 -Wno-inconsistent-dllimport")
  123. set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${WIN_FLAGS}")
  124. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${WIN_FLAGS}")
  125. else()
  126. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra")
  127. set(CMAKE_CXX_FLAGS_DEBUG "-O0 -g")
  128. if(ANDROID)
  129. set(CMAKE_CXX_FLAGS_RELEASE "-Ofast -DNDEBUG")
  130. set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "-Ofast -DNDEBUG -g")
  131. else()
  132. set(CMAKE_CXX_FLAGS_RELEASE "-O3 -DNDEBUG")
  133. set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "-O3 -DNDEBUG -g")
  134. endif()
  135. endif()
  136. CHECK_CXX_COMPILER_FLAG(-fuse-ld=gold CXX_SUPPORT_GOLD)
  137. if(CXX_SUPPORT_GOLD AND NOT ANDROID AND NOT APPLE AND NOT MSVC AND NOT WIN32)
  138. message("-- Using GNU gold linker.")
  139. set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fuse-ld=gold")
  140. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fuse-ld=gold")
  141. endif()
  142. option(MGE_WITH_JIT "Build MegEngine with JIT." ON)
  143. option(MGE_WITH_HALIDE "Build MegEngine with Halide JIT" ON)
  144. option(MGE_DISABLE_FLOAT16 "Disable MegEngine float16 support." OFF)
  145. option(MGE_WITH_CUDA "Enable MegEngine CUDA support." ON)
  146. option(MGE_CUDA_USE_STATIC "Enable MegEngine CUDA static linking." ON)
  147. option(MGE_WITH_TRT "Build MegEngine with TensorRT." ON)
  148. option(MGE_USE_SYSTEM_LIB "Build MegEngine with system libraries." OFF)
  149. option(MGB_WITH_FLATBUFFERS "Build MegBrain with FlatBuffers serialization support." ON)
  150. if(NOT MGE_WITH_JIT)
  151. if(MGE_WITH_HALIDE)
  152. message(WARNING "MGE_WITH_HALIDE is set to OFF with MGE_WITH_JIT disabled")
  153. set(MGE_WITH_HALIDE OFF)
  154. endif()
  155. endif()
  156. if(MGE_WITH_CUDA)
  157. include(CheckLanguage)
  158. check_language(CUDA)
  159. if(NOT CMAKE_CUDA_COMPILER)
  160. message(FATAL_ERROR "CUDA compiler not found in PATH")
  161. endif()
  162. enable_language(CUDA)
  163. set(CMAKE_CUDA_STANDARD 14)
  164. set(CMAKE_CUDA_STANDARD_REQUIRED ON)
  165. endif()
  166. if(NOT MGE_WITH_CUDA)
  167. message("-- Disable JIT support, as CUDA is not enabled.")
  168. set(MGE_WITH_JIT OFF)
  169. set(MGE_WITH_HALIDE OFF)
  170. message("-- Disable TensorRT support, as CUDA is not enabled.")
  171. set(MGE_WITH_TRT OFF)
  172. endif()
  173. find_package(PythonInterp 3 REQUIRED)
  174. set(THREADS_PREFER_PTHREAD_FLAG ON)
  175. find_package(Threads)
  176. if(NOT "${CMAKE_THREAD_LIBS_INIT}" STREQUAL "")
  177. if(${CMAKE_THREAD_LIBS_INIT} STREQUAL "-pthread" AND MGE_WITH_CUDA)
  178. set_property(TARGET Threads::Threads
  179. PROPERTY INTERFACE_COMPILE_OPTIONS "$<$<COMPILE_LANGUAGE:CUDA>:-Xcompiler=-pthread>"
  180. "$<$<NOT:$<COMPILE_LANGUAGE:CUDA>>:-pthread>")
  181. endif()
  182. endif()
  183. set(MGE_BLAS MKL CACHE STRING "BLAS implementaion used by MegEngine.")
  184. set_property(CACHE MGE_BLAS PROPERTY STRINGS MKL OpenBLAS)
  185. set(MGE_CUDA_GENCODE "" CACHE STRING "Overwrite -gencode specifications for CUDA")
  186. if(NOT CMAKE_CUDA_HOST_COMPILER)
  187. set(CMAKE_CUDA_HOST_COMPILER $(CMAKE_CXX_COMPILER))
  188. endif()
  189. option(MGE_ENABLE_RTTI "Build with RTTI" ON)
  190. option(MGE_ENABLE_LOGGING "Build with logging" ON)
  191. option(MGE_DEBUG_UTIL "Enable debug utility" ON)
  192. if(NOT CMAKE_CONFIGURATION_TYPES AND NOT CMAKE_BUILD_TYPE)
  193. message(STATUS "Setting build type to 'RelWithDebInfo' as none was specified.")
  194. set(CMAKE_BUILD_TYPE RelWithDebInfo)
  195. endif()
  196. if(NOT MGE_ENABLE_RTTI)
  197. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-rtti")
  198. endif()
  199. option(MGE_ENABLE_EXCEPTIONS "Build with exceptions" ON)
  200. if(NOT MGE_ENABLE_EXCEPTIONS)
  201. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-exception")
  202. endif()
  203. option(MGE_WITH_TEST "Enable test for MegEngine." OFF)
  204. if(MGE_WITH_TEST)
  205. include(cmake/gtest.cmake)
  206. endif()
  207. option(MGE_WITH_DISTRIBUTED "Build with distributed support" ON)
  208. option(MGE_BUILD_IMPERATIVE_RT "Build _imperative_rt.so instead of _mgb.so " OFF)
  209. if(MGE_BUILD_IMPERATIVE_RT)
  210. add_compile_definitions(MGB_ENABLE_IMPERATIVE_RUNTIME)
  211. set(CMAKE_CXX_STANDARD 17)
  212. endif()
  213. option(MGE_BUILD_SDK "Build load_and_run" ON)
  214. if(MGE_BUILD_IMPERATIVE_RT)
  215. set(MGE_BUILD_SDK OFF)
  216. endif()
  217. if(NOT MGE_WITH_CUDA)
  218. message("-- Disable distributed support, as CUDA is not enabled.")
  219. set(MGE_WITH_DISTRIBUTED OFF)
  220. endif()
  221. option(MGE_INFERENCE_ONLY "Build inference only library." OFF)
  222. option(MGE_WITH_PYTHON_MODULE "Build MegEngine Python Module." ON)
  223. if(MGE_INFERENCE_ONLY)
  224. message("-- Disable distributed support for inference only build.")
  225. set(MGE_WITH_DISTRIBUTED OFF)
  226. message("-- Disable python module for inference only build.")
  227. set(MGE_WITH_PYTHON_MODULE OFF)
  228. endif()
  229. if(MGE_WITH_DISTRIBUTED)
  230. include(cmake/protobuf.cmake)
  231. include(cmake/zmq.cmake)
  232. endif()
  233. if(MGB_WITH_FLATBUFFERS)
  234. include(cmake/flatbuffers.cmake)
  235. endif()
  236. if(MGE_WITH_CUDA)
  237. include_directories(${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})
  238. foreach(path ${CMAKE_CUDA_HOST_IMPLICIT_LINK_DIRECTORIES})
  239. get_filename_component(_NAME ${path} NAME)
  240. if(NOT ${_NAME} STREQUAL "stubs")
  241. list(APPEND CUDA_LINK_DIRECTORIES ${path})
  242. endif()
  243. endforeach()
  244. link_directories(${CUDA_LINK_DIRECTORIES})
  245. set(CMAKE_CUDA_FLAGS_DEBUG "-O0 -g")
  246. set(CMAKE_CUDA_FLAGS_RELEASE "-O3")
  247. set(CMAKE_CUDA_FLAGS_RELWITHDEBINFO "-O3 -g")
  248. set(CMAKE_CUDA_FLAGS_MINSIZEREL "-Os")
  249. set(CMAKE_CUDA_FLAGS "-Xcompiler -Wall,-Wextra -Xfatbin -compress-all")
  250. if(NOT MGE_ENABLE_RTTI)
  251. set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -fno-rtti")
  252. endif()
  253. if(NOT MGE_ENABLE_EXCEPTIONS)
  254. set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -fno-exception")
  255. endif()
  256. if(NOT MGE_CUDA_GENCODE)
  257. if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386")
  258. set(MEGDNN_THREADS_512 0)
  259. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.0.0")
  260. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52")
  261. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60")
  262. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=sm_61")
  263. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_70,code=sm_70")
  264. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_75,code=sm_75")
  265. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_75,code=compute_75")
  266. elseif(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "9.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "9.0.0")
  267. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52")
  268. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60")
  269. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=sm_61")
  270. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_70,code=sm_70")
  271. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_70,code=compute_70")
  272. else()
  273. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_35,code=sm_35")
  274. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52")
  275. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60")
  276. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=sm_61")
  277. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=compute_61")
  278. endif()
  279. else()
  280. message(FATAL_ERROR "Unsupported CUDA host arch.")
  281. endif()
  282. else()
  283. set(MEGDNN_THREADS_512 1)
  284. endif()
  285. set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} ${MGE_CUDA_GENCODE}")
  286. include(cmake/cudnn.cmake)
  287. if(MGE_WITH_TRT)
  288. include(cmake/tensorrt.cmake)
  289. endif()
  290. if(MGE_CUDA_USE_STATIC)
  291. if(MGE_WITH_TRT)
  292. list(APPEND MGE_CUDA_LIBS -Wl,--whole-archive libnvinfer libcudnn -Wl,--no-whole-archive)
  293. else()
  294. list(APPEND MGE_CUDA_LIBS -Wl,--whole-archive libcudnn -Wl,--no-whole-archive)
  295. endif()
  296. list(APPEND MGE_CUDA_LIBS cusolver_static cublas_static curand_static culibos cudart_static cusparse_static)
  297. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.1.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.1.0")
  298. list(APPEND MGE_CUDA_LIBS cublasLt_static)
  299. endif()
  300. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.0.0")
  301. # mark all symbols from liblapack_static.a as weak to avoid
  302. # duplicated definition with mkl
  303. find_library(
  304. LAPACK_STATIC_PATH lapack_static
  305. HINTS ${CMAKE_CUDA_HOST_IMPLICIT_LINK_DIRECTORIES})
  306. if(NOT LAPACK_STATIC_PATH)
  307. message(FATAL_ERROR "liblapack_static.a not found")
  308. endif()
  309. set(LAPACK_STATIC_COPY_PATH ${CMAKE_CURRENT_BINARY_DIR}/liblapack_static_copy.a)
  310. # add a target that run objcopy
  311. add_custom_command(
  312. OUTPUT ${LAPACK_STATIC_COPY_PATH}
  313. COMMAND ${CMAKE_OBJCOPY} -w -W* ${LAPACK_STATIC_PATH} ${LAPACK_STATIC_COPY_PATH}
  314. VERBATIM)
  315. add_custom_target(lapack_static_weak_target DEPENDS ${LAPACK_STATIC_COPY_PATH})
  316. # create a library named "lapack_static_weak"
  317. add_library(lapack_static_weak STATIC IMPORTED GLOBAL)
  318. add_dependencies(lapack_static_weak lapack_static_weak_target)
  319. set_target_properties(
  320. lapack_static_weak PROPERTIES
  321. IMPORTED_LOCATION ${LAPACK_STATIC_COPY_PATH})
  322. list(APPEND MGE_CUDA_LIBS lapack_static_weak ${LAPACK_STATIC_COPY_PATH})
  323. endif()
  324. else()
  325. if(MGE_WITH_TRT)
  326. list(APPEND MGE_CUDA_LIBS libnvinfer)
  327. endif()
  328. list(APPEND MGE_CUDA_LIBS libcudnn)
  329. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.1.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.1.0")
  330. list(APPEND MGE_CUDA_LIBS cublasLt cusolver cublas curand)
  331. endif()
  332. endif()
  333. add_subdirectory(dnn/cuda-stub)
  334. list(APPEND MGE_CUDA_LIBS nvrtc cuda-stub nvToolsExt)
  335. set(MGE_CUDA_LIBS "${MGE_CUDA_LIBS}")
  336. endif()
  337. find_program(CCACHE_BIN ccache)
  338. if(CCACHE_BIN)
  339. set(CMAKE_CXX_COMPILER_LAUNCHER ${CCACHE_BIN})
  340. if(MGE_WITH_CUDA AND NOT ${CMAKE_VERSION} VERSION_LESS "3.10.0")
  341. message("-- Using ccache as CMAKE_CUDA_COMPILER_LAUNCHER")
  342. set(CMAKE_CUDA_COMPILER_LAUNCHER ${CCACHE_BIN})
  343. endif()
  344. endif()
  345. if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386")
  346. if(${MGE_BLAS} STREQUAL "MKL")
  347. include(cmake/mkl.cmake)
  348. set(MGE_BLAS_LIBS libmkl)
  349. elseif(${MGE_BLAS} STREQUAL "OpenBLAS")
  350. include(cmake/OpenBLAS.cmake)
  351. set(MGE_BLAS_LIBS libopenblas)
  352. else()
  353. message(FATAL_ERROR "Unknown BLAS implementation ${MGE_BLAS}")
  354. endif()
  355. endif()
  356. option(MGE_WITH_MKLDNN "Enable Intel MKL_DNN support," ON)
  357. # MKLDNN build
  358. if(MGE_WITH_MKLDNN AND ${MGE_ARCH} STREQUAL "x86_64")
  359. include(cmake/MKL_DNN.cmake)
  360. set(MEGDNN_X86_WITH_MKL_DNN 1)
  361. endif()
  362. # RTTI
  363. if(MGE_ENABLE_RTTI)
  364. set(MEGDNN_ENABLE_MANGLING 0)
  365. set(MEGDNN_ENABLE_RTTI 1)
  366. else()
  367. set(MEGDNN_ENABLE_MANGLING 1)
  368. set(MEGDNN_ENABLE_RTTI 0)
  369. endif()
  370. set(MGB_VERBOSE_TYPEINFO_NAME ${MGE_ENABLE_RTTI})
  371. # Logging
  372. set(MGB_ENABLE_LOGGING ${MGE_ENABLE_LOGGING})
  373. set(MEGDNN_ENABLE_LOGGING ${MGE_ENABLE_LOGGING})
  374. set(MGB_ENABLE_JSON ${MGE_ENABLE_LOGGING})
  375. # Exception
  376. if(NOT MGE_ENABLE_EXCEPTIONS)
  377. message(STATUS "Exceptions disabled; MegEngine would kill itself when it is supposed to throw an exception.")
  378. endif()
  379. set(MGB_ENABLE_EXCEPTION ${MGE_ENABLE_EXCEPTIONS})
  380. set(MEGDNN_ENABLE_EXCEPTIONS ${MGE_ENABLE_EXCEPTIONS})
  381. # JIT
  382. if(MGE_WITH_JIT AND MGE_WITH_HALIDE)
  383. set(HALIDE_SHARED_LIBRARY OFF CACHE BOOL "Build as a shared library")
  384. include(cmake/Halide.cmake)
  385. endif()
  386. set(MGB_JIT ${MGE_WITH_JIT})
  387. set(MGB_JIT_HALIDE ${MGE_WITH_HALIDE})
  388. IF(APPLE)
  389. set(CMAKE_THREAD_LIBS_INIT "-lpthread")
  390. set(CMAKE_HAVE_THREADS_LIBRARY 1)
  391. set(CMAKE_USE_WIN32_THREADS_INIT 0)
  392. set(CMAKE_USE_PTHREADS_INIT 1)
  393. set(THREADS_PREFER_PTHREAD_FLAG ON)
  394. ENDIF()
  395. # Thread
  396. if(CMAKE_THREAD_LIBS_INIT)
  397. set(MGB_HAVE_THREAD 1)
  398. endif()
  399. if(MGE_WITH_TEST)
  400. # use intra-op multi threads
  401. set(MEGDNN_ENABLE_MULTI_THREADS 1)
  402. endif()
  403. # CUDA
  404. set(MGB_CUDA ${MGE_WITH_CUDA})
  405. set(MEGDNN_WITH_CUDA ${MGE_WITH_CUDA})
  406. # Debug info
  407. if(${CMAKE_BUILD_TYPE} STREQUAL "Debug" OR ${CMAKE_BUILD_TYPE} STREQUAL "RelWithDebInfo")
  408. set(MGB_ASSERT_LOC 1)
  409. set(MGB_ENABLE_DEBUG_UTIL 1)
  410. else()
  411. set(MGB_ASSERT_LOC 0)
  412. set(MGB_ENABLE_DEBUG_UTIL 0)
  413. endif()
  414. # FIXME: remove this after imp DEBUG UTIL for windows
  415. if(MSVC OR WIN32)
  416. set(MGB_ENABLE_DEBUG_UTIL 0)
  417. message(" -- disable MGB_ENABLE_DEBUG_UTIL in windows build")
  418. endif()
  419. # TensorRT
  420. set(MGB_ENABLE_TENSOR_RT ${MGE_WITH_TRT})
  421. # Inference only
  422. if(MGE_INFERENCE_ONLY AND NOT MGE_WITH_TEST)
  423. set(MGB_ENABLE_GRAD 0)
  424. set(MGB_BUILD_SLIM_SERVING 1)
  425. else()
  426. set(MGB_ENABLE_GRAD 1)
  427. set(MGB_BUILD_SLIM_SERVING 0)
  428. endif()
  429. # Distributed communication
  430. set(MGB_ENABLE_OPR_MM ${MGE_WITH_DISTRIBUTED})
  431. # MGE_ARCH related flags
  432. if(MGE_ARCH STREQUAL "x86_64" OR MGE_ARCH STREQUAL "i386")
  433. if(MGE_BLAS STREQUAL "MKL")
  434. set(MEGDNN_X86_WITH_MKL 1)
  435. elseif(MGE_BLAS STREQUAL "OpenBLAS")
  436. set(MEGDNN_X86_WITH_OPENBLAS 1)
  437. endif()
  438. endif()
  439. # Enable Naive
  440. if(MGE_ARCH STREQUAL "naive")
  441. set(MEGDNN_NAIVE 1)
  442. message(WARNING "MEGDNN_NAIVE is enabled; MegDNN performance is degraded.")
  443. endif()
  444. if(MGE_ARCH STREQUAL "x86_64" OR MGE_ARCH STREQUAL "i386")
  445. set(MEGDNN_X86 1)
  446. if(MGE_ARCH STREQUAL "x86_64")
  447. set(MEGDNN_X86_64 1)
  448. set(MEGDNN_64_BIT 1)
  449. if(NOT MSVC)
  450. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m64")
  451. endif()
  452. else()
  453. set(MEGDNN_X86_32 1)
  454. if(NOT MSVC)
  455. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m32")
  456. endif()
  457. endif()
  458. if(NOT MSVC)
  459. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -msse4.2 -mfpmath=sse")
  460. endif()
  461. endif()
  462. if(MGE_ARCH STREQUAL "armv7")
  463. # -funsafe-math-optimizations to enable neon auto-vectorization (since neon is not fully IEEE 754 compatible, GCC does not turn on neon auto-vectorization by default.
  464. if(ANDROID)
  465. set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mfloat-abi=softfp -mfpu=neon")
  466. endif()
  467. set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -funsafe-math-optimizations")
  468. set (MARCH "-march=armv7-a")
  469. set (MEGDNN_ARMV7 1)
  470. endif()
  471. if(MGE_ARCH STREQUAL "aarch64")
  472. set(MEGDNN_AARCH64 1)
  473. set(MEGDNN_64_BIT 1)
  474. set(MARCH "-march=armv8-a")
  475. if(MGE_ARMV8_2_FEATURE_FP16)
  476. message("Enable fp16 feature support in armv8.2")
  477. if(NOT ${MGE_DISABLE_FLOAT16})
  478. set(MEGDNN_ENABLE_FP16_NEON 1)
  479. endif()
  480. set(MARCH "-march=armv8.2-a+fp16")
  481. endif()
  482. if(MGE_ARMV8_2_FEATURE_DOTPROD)
  483. message("Enable dotprod feature support in armv8.2")
  484. if(MGE_ARMV8_2_FEATURE_FP16)
  485. set(MARCH "-march=armv8.2-a+fp16+dotprod")
  486. else()
  487. set(MARCH "-march=armv8.2-a+dotprod")
  488. endif()
  489. endif()
  490. endif()
  491. set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${MARCH}")
  492. set(MGB_ENABLE_IMPERATIVE ${MGE_BUILD_IMPERATIVE_RT})
  493. # Write out megbrain_build_config.h
  494. # It defines macros needed by both megbrain and dnn
  495. configure_file(src/megbrain_build_config.h.in ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h)
  496. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
  497. add_subdirectory(dnn)
  498. list(APPEND MGB_OPR_PARAM_DEFS_SRCS ${CMAKE_CURRENT_SOURCE_DIR}/tools/param_defs/mgb_opr_param_defs.py)
  499. set(MGB_OPR_PARAM_DEFS_SCRIPT ${CMAKE_CURRENT_SOURCE_DIR}/dnn/scripts/gen_param_defs.py)
  500. set(MGB_OPR_PARAM_DEFS_OUT_DIR ${CMAKE_CURRENT_BINARY_DIR}/src/opr/include/)
  501. file(MAKE_DIRECTORY ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr)
  502. add_custom_command(
  503. OUTPUT
  504. ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr/param_defs.h
  505. COMMAND ${PYTHON_EXECUTABLE} ${MGB_OPR_PARAM_DEFS_SCRIPT} ${MGB_OPR_PARAM_DEFS_SRCS}
  506. ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr/param_defs.h
  507. DEPENDS ${MGB_OPR_PARAM_DEFS_SRCS} ${MGB_OPR_PARAM_DEFS_SCRIPT}
  508. VERBATIM
  509. )
  510. list(APPEND MGB_OPR_PARAM_DEFS_OUTS
  511. ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr/param_defs.h
  512. )
  513. install(FILES ${MGB_OPR_PARAM_DEFS_OUTS} DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/megbrain/opr/)
  514. list(APPEND MGB_OPR_PARAM_DEFS_INC ${MGB_OPR_PARAM_DEFS_OUT_DIR})
  515. add_custom_target(_mgb_opr_param_defs DEPENDS ${MGB_OPR_PARAM_DEFS_OUTS})
  516. add_library(mgb_opr_param_defs INTERFACE)
  517. target_include_directories(mgb_opr_param_defs
  518. INTERFACE
  519. $<INSTALL_INTERFACE:${CMAKE_INSTALL_INCLUDEDIR}>
  520. $<BUILD_INTERFACE:${MGB_OPR_PARAM_DEFS_INC}>
  521. )
  522. add_dependencies(mgb_opr_param_defs _mgb_opr_param_defs)
  523. install(TARGETS mgb_opr_param_defs EXPORT ${MGE_EXPORT_TARGETS})
  524. if(MGE_WITH_DISTRIBUTED)
  525. add_subdirectory(${PROJECT_SOURCE_DIR}/third_party/MegRay)
  526. endif()
  527. add_subdirectory(src)
  528. if(MGE_BUILD_SDK)
  529. add_subdirectory(sdk/load-and-run)
  530. endif()
  531. if(MGE_WITH_PYTHON_MODULE)
  532. if(MGE_BUILD_IMPERATIVE_RT)
  533. add_subdirectory(imperative)
  534. else()
  535. add_subdirectory(python_module)
  536. endif()
  537. endif()
  538. if(MGE_WITH_TEST AND MGE_ENABLE_RTTI)
  539. if(NOT MGE_BUILD_IMPERATIVE_RT)
  540. add_subdirectory(test)
  541. endif()
  542. endif()
  543. if(TARGET mgb)
  544. add_custom_target(
  545. develop
  546. COMMAND ${CMAKE_COMMAND} -E create_symlink
  547. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/$<TARGET_FILE_NAME:mgb>
  548. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/$<TARGET_FILE_NAME:mgb>
  549. COMMAND ${CMAKE_COMMAND} -E create_symlink
  550. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/mgb.py
  551. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/mgb.py
  552. COMMAND ${CMAKE_COMMAND} -E create_symlink
  553. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/opr.py
  554. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/opr.py
  555. COMMAND ${CMAKE_COMMAND} -E create_symlink
  556. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/opr_param_defs.py
  557. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/opr_param_defs.py
  558. COMMAND ${CMAKE_COMMAND} -E create_symlink
  559. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/include
  560. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/include
  561. DEPENDS mgb
  562. VERBATIM
  563. )
  564. elseif(TARGET _imperative_rt)
  565. add_custom_target(
  566. develop
  567. COMMAND ${CMAKE_COMMAND} -E create_symlink
  568. ${CMAKE_CURRENT_BINARY_DIR}/imperative/python/${PACKAGE_NAME}/core/$<TARGET_FILE_NAME:${MODULE_NAME}>
  569. ${CMAKE_CURRENT_SOURCE_DIR}/imperative/python/${PACKAGE_NAME}/core/$<TARGET_FILE_NAME:${MODULE_NAME}>
  570. COMMAND ${CMAKE_COMMAND} -E create_symlink
  571. ${CMAKE_CURRENT_BINARY_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/generated_ops.py
  572. ${CMAKE_CURRENT_SOURCE_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/generated_ops.py
  573. COMMAND ${CMAKE_COMMAND} -E create_symlink
  574. ${CMAKE_CURRENT_BINARY_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/param_defs.py
  575. ${CMAKE_CURRENT_SOURCE_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/param_defs.py
  576. DEPENDS _imperative_rt
  577. VERBATIM
  578. )
  579. endif()
  580. # Configure and install pkg-config.
  581. # Note that unlike the Config.cmake modules, this is not relocatable (and not
  582. # really portable) because we have two dependencies without pkg-config
  583. # descriptions: FlatBuffers and MKL-DNN
  584. if (MGE_USE_SYSTEM_MKLDNN)
  585. set (MGE_PKGCONFIG_LIBS_PRIVATE "-ldnnl")
  586. endif()
  587. if (MGE_USE_SYSTEM_OPENBLAS)
  588. set (MGE_PKGCONFIG_LIBS_PRIVATE "${MGE_PKGCONFIG_LIBS_PRIVATE} -lopenblas")
  589. endif()
  590. configure_file(cmake/megengine.pc.in
  591. ${CMAKE_CURRENT_BINARY_DIR}/megengine.pc
  592. @ONLY)
  593. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/megengine.pc
  594. DESTINATION ${CMAKE_INSTALL_LIBDIR}/pkgconfig)
  595. # Do not export targets if MGE_WITH_DISTRIBUTED is on. MegRay is not ready.
  596. if (NOT MGE_WITH_DISTRIBUTED)
  597. include(CMakePackageConfigHelpers)
  598. set (MGE_INSTALL_CMAKEDIR ${CMAKE_INSTALL_LIBDIR}/cmake/MegEngine)
  599. configure_package_config_file(cmake/MegEngineConfig.cmake.in
  600. ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfig.cmake
  601. INSTALL_DESTINATION ${MGE_INSTALL_CMAKEDIR}
  602. )
  603. write_basic_package_version_file(
  604. ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfigVersion.cmake
  605. VERSION ${MGB_VER_MAJOR}.${MGB_VER_MINOR}.${MGB_VER_PATCH}
  606. COMPATIBILITY SameMajorVersion)
  607. install(EXPORT ${MGE_EXPORT_TARGETS} DESTINATION ${MGE_INSTALL_CMAKEDIR})
  608. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfig.cmake
  609. ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfigVersion.cmake
  610. DESTINATION ${MGE_INSTALL_CMAKEDIR})
  611. endif()

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