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CMakeLists.txt 26 kB

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  1. cmake_minimum_required(VERSION 3.13.0)
  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 (MGE_USE_SYSTEM_LIB)
  37. set (MGE_CUDA_USE_STATIC OFF)
  38. endif()
  39. if (MGB_WITH_FLATBUFFERS)
  40. set(MGB_ENABLE_FBS_SERIALIZATION ON)
  41. endif()
  42. if(CMAKE_TOOLCHAIN_FILE)
  43. message("We are cross compiling.")
  44. message("config FLATBUFFERS_FLATC_EXECUTABLE to: ${PROJECT_SOURCE_DIR}/build_dir/host_flatc/install/bin/flatc")
  45. set(FLATBUFFERS_FLATC_EXECUTABLE "${PROJECT_SOURCE_DIR}/build_dir/host_flatc/install/bin/flatc")
  46. if(ANDROID_TOOLCHAIN_ROOT)
  47. if(NOT "${ANDROID_ARCH_NAME}" STREQUAL "")
  48. set(ANDROID_ARCH ${ANDROID_ARCH_NAME})
  49. endif()
  50. if(${ANDROID_ARCH} STREQUAL "arm")
  51. set(MGE_ARCH "armv7")
  52. elseif(${ANDROID_ARCH} STREQUAL "arm64")
  53. set(MGE_ARCH "aarch64")
  54. else()
  55. message(FATAL_ERROR "DO NOT SUPPORT ANDROID ARCH NOW")
  56. endif()
  57. elseif(IOS_TOOLCHAIN_ROOT)
  58. if(${IOS_ARCH} STREQUAL "armv7")
  59. set(MGE_ARCH "armv7")
  60. elseif(${IOS_ARCH} STREQUAL "arm64")
  61. set(MGE_ARCH "aarch64")
  62. elseif(${IOS_ARCH} STREQUAL "armv7k")
  63. set(MGE_ARCH "armv7")
  64. elseif(${IOS_ARCH} STREQUAL "arm64e")
  65. set(MGE_ARCH "aarch64")
  66. elseif(${IOS_ARCH} STREQUAL "armv7s")
  67. set(MGE_ARCH "armv7")
  68. else()
  69. message(FATAL_ERROR "Unsupported IOS_ARCH.")
  70. endif()
  71. elseif(NOT "${ARM_CROSS_BUILD_ARCH}" STREQUAL "")
  72. set(MGE_ARCH ${ARM_CROSS_BUILD_ARCH})
  73. else()
  74. message(FATAL_ERROR "Unknown cross-compiling settings.")
  75. endif()
  76. message("CONFIG MGE_ARCH TO ${MGE_ARCH}")
  77. endif()
  78. if(${MGE_ARCH} STREQUAL "AUTO")
  79. if(${CMAKE_SYSTEM_PROCESSOR} STREQUAL "x86_64" OR ${CMAKE_SYSTEM_PROCESSOR} STREQUAL "AMD64")
  80. set(MGE_ARCH "x86_64")
  81. elseif(${CMAKE_SYSTEM_PROCESSOR} STREQUAL "i386" OR ${CMAKE_SYSTEM_PROCESSOR} STREQUAL "i686")
  82. set(MGE_ARCH "i386")
  83. elseif(${CMAKE_SYSTEM_PROCESSOR} STREQUAL "aarch64" OR ${CMAKE_SYSTEM_PROCESSOR} STREQUAL "arm64")
  84. set(MGE_ARCH "aarch64")
  85. elseif(${CMAKE_SYSTEM_PROCESSOR} MATCHES "^arm")
  86. set(MGE_ARCH "armv7")
  87. else()
  88. message(FATAL "Unknown machine architecture for MegEngine.")
  89. endif()
  90. endif()
  91. if(MSVC OR WIN32)
  92. add_compile_definitions(NOMINMAX=1 _USE_MATH_DEFINES=1 WIN32=1)
  93. message("-- into windows build...")
  94. message(" -- CMAKE_C_COMPILER_ID: ${CMAKE_C_COMPILER_ID}")
  95. if (${CMAKE_C_COMPILER_ID} STREQUAL "Clang-cl")
  96. message(FATAL_ERROR "only support clang-cl for windows build, pls check detail: scripts/cmake-build/BUILD_README.md")
  97. endif()
  98. # add flags for enable sse instruction optimize for X86, enable avx header to compile avx code
  99. set(WIN_FLAGS "-msse4.2 -O2 -D_AVX_ -D_AVX2_ -D__AVX__ -D__AVX2__ -D__FMA__")
  100. # if u CPU is cascadelake series, u can enable for performance
  101. # set(WIN_FLAGS "{WIN_FLAGS} -march=cascadelake -mtune=cascadelake")
  102. # set(WIN_FLAGS "{WIN_FLAGS} -mavx512cd -mavx512vl -mavx512dq -mavx512bw -mavx512vbmi -mavx512vnni")
  103. # for windows build
  104. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=implicit-int-conversion -Wno-error=double-promotion")
  105. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=zero-as-null-pointer-constant -Wno-error=implicit-int-conversion")
  106. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=float-conversion -Wno-error=shadow-field -Wno-error=covered-switch-default")
  107. set(WIN_FLAGS "${WIN_FLAGS} -Wno-error=deprecated -Wno-error=documentation -Wno-error=unreachable-code-break")
  108. set(WIN_FLAGS "${WIN_FLAGS} /DWIN32 -Wno-macro-redefined /D_WIN32_WINNT=0x0601")
  109. set(WIN_FLAGS "${WIN_FLAGS} /D_CRT_SECURE_NO_DEPRECATE /D_CRT_SECURE_NO_WARNINGS /DNOGDI /D_USE_MATH_DEFINES /bigobj")
  110. set(WIN_FLAGS "${WIN_FLAGS} /Zm500 /EHs /wd4351 /wd4291 /wd4250 /wd4996 /wd4819 -Wno-inconsistent-dllimport")
  111. set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${WIN_FLAGS}")
  112. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${WIN_FLAGS}")
  113. else()
  114. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra")
  115. set(CMAKE_CXX_FLAGS_DEBUG "-O0 -g")
  116. if(ANDROID)
  117. set(CMAKE_CXX_FLAGS_RELEASE "-Ofast -DNDEBUG")
  118. set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "-Ofast -DNDEBUG -g")
  119. else()
  120. set(CMAKE_CXX_FLAGS_RELEASE "-O3 -DNDEBUG")
  121. set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "-O3 -DNDEBUG -g")
  122. endif()
  123. endif()
  124. CHECK_CXX_COMPILER_FLAG(-fuse-ld=gold CXX_SUPPORT_GOLD)
  125. if(CXX_SUPPORT_GOLD AND NOT ANDROID AND NOT APPLE AND NOT MSVC AND NOT WIN32)
  126. message("-- Using GNU gold linker.")
  127. set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fuse-ld=gold")
  128. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fuse-ld=gold")
  129. endif()
  130. if(NOT MGE_WITH_JIT)
  131. if(MGE_WITH_HALIDE)
  132. message(WARNING "MGE_WITH_HALIDE is set to OFF with MGE_WITH_JIT disabled")
  133. set(MGE_WITH_HALIDE OFF)
  134. endif()
  135. endif()
  136. if(MGE_WITH_CUDA)
  137. include(CheckLanguage)
  138. check_language(CUDA)
  139. if(NOT CMAKE_CUDA_COMPILER)
  140. message(FATAL_ERROR "CUDA compiler not found in PATH")
  141. endif()
  142. enable_language(CUDA)
  143. set(CMAKE_CUDA_STANDARD 14)
  144. set(CMAKE_CUDA_STANDARD_REQUIRED ON)
  145. endif()
  146. if(NOT MGE_WITH_CUDA)
  147. message("-- Disable JIT support, as CUDA is not enabled.")
  148. set(MGE_WITH_JIT OFF)
  149. set(MGE_WITH_HALIDE OFF)
  150. message("-- Disable TensorRT support, as CUDA is not enabled.")
  151. set(MGE_WITH_TRT OFF)
  152. endif()
  153. find_package(PythonInterp 3 REQUIRED)
  154. set(THREADS_PREFER_PTHREAD_FLAG ON)
  155. find_package(Threads)
  156. if(NOT "${CMAKE_THREAD_LIBS_INIT}" STREQUAL "")
  157. if(${CMAKE_THREAD_LIBS_INIT} STREQUAL "-pthread" AND MGE_WITH_CUDA)
  158. set_property(TARGET Threads::Threads
  159. PROPERTY INTERFACE_COMPILE_OPTIONS "$<$<COMPILE_LANGUAGE:CUDA>:-Xcompiler=-pthread>"
  160. "$<$<NOT:$<COMPILE_LANGUAGE:CUDA>>:-pthread>")
  161. endif()
  162. endif()
  163. set(MGE_BLAS MKL CACHE STRING "BLAS implementaion used by MegEngine.")
  164. set_property(CACHE MGE_BLAS PROPERTY STRINGS MKL OpenBLAS)
  165. set(MGE_CUDA_GENCODE "" CACHE STRING "Overwrite -gencode specifications for CUDA")
  166. if(NOT CMAKE_CUDA_HOST_COMPILER)
  167. set(CMAKE_CUDA_HOST_COMPILER $(CMAKE_CXX_COMPILER))
  168. endif()
  169. option(MGE_ENABLE_RTTI "Build with RTTI" ON)
  170. option(MGE_ENABLE_LOGGING "Build with logging" ON)
  171. option(MGE_DEBUG_UTIL "Enable debug utility" ON)
  172. if(NOT CMAKE_CONFIGURATION_TYPES AND NOT CMAKE_BUILD_TYPE)
  173. message(STATUS "Setting build type to 'RelWithDebInfo' as none was specified.")
  174. set(CMAKE_BUILD_TYPE RelWithDebInfo)
  175. endif()
  176. if(NOT MGE_ENABLE_RTTI)
  177. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-rtti")
  178. endif()
  179. option(MGE_ENABLE_EXCEPTIONS "Build with exceptions" ON)
  180. if(NOT MGE_ENABLE_EXCEPTIONS)
  181. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-exception")
  182. endif()
  183. option(MGE_WITH_TEST "Enable test for MegEngine." OFF)
  184. if(MGE_WITH_TEST)
  185. include(cmake/gtest.cmake)
  186. endif()
  187. option(MGE_WITH_DISTRIBUTED "Build with distributed support" ON)
  188. option(MGE_BUILD_XXX "Build _xxx.so instead of mgb.so " OFF)
  189. if(MGE_BUILD_XXX)
  190. set(CMAKE_CXX_STANDARD 17)
  191. endif()
  192. option(MGE_BUILD_SDK "Build load_and_run" ON)
  193. if(MGE_BUILD_XXX)
  194. set(MGE_BUILD_SDK OFF)
  195. endif()
  196. if(NOT MGE_WITH_CUDA)
  197. message("-- Disable distributed support, as CUDA is not enabled.")
  198. set(MGE_WITH_DISTRIBUTED OFF)
  199. endif()
  200. option(MGE_INFERENCE_ONLY "Build inference only library." OFF)
  201. option(MGE_WITH_PYTHON_MODULE "Build MegEngine Python Module." ON)
  202. if(MGE_INFERENCE_ONLY)
  203. message("-- Disable distributed support for inference only build.")
  204. set(MGE_WITH_DISTRIBUTED OFF)
  205. message("-- Disable python module for inference only build.")
  206. set(MGE_WITH_PYTHON_MODULE OFF)
  207. message("-- Disable tests for inference only build.")
  208. set(MGE_WITH_TEST OFF)
  209. endif()
  210. if(MGE_WITH_DISTRIBUTED)
  211. include(cmake/protobuf.cmake)
  212. include(cmake/zmq.cmake)
  213. endif()
  214. if(MGB_WITH_FLATBUFFERS)
  215. include(cmake/flatbuffers.cmake)
  216. endif()
  217. if(MGE_WITH_CUDA)
  218. include_directories(${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})
  219. foreach(path ${CMAKE_CUDA_HOST_IMPLICIT_LINK_DIRECTORIES})
  220. get_filename_component(_NAME ${path} NAME)
  221. if(NOT ${_NAME} STREQUAL "stubs")
  222. list(APPEND CUDA_LINK_DIRECTORIES ${path})
  223. endif()
  224. endforeach()
  225. link_directories(${CUDA_LINK_DIRECTORIES})
  226. set(CMAKE_CUDA_FLAGS_DEBUG "-O0 -g")
  227. set(CMAKE_CUDA_FLAGS_RELEASE "-O3")
  228. set(CMAKE_CUDA_FLAGS_RELWITHDEBINFO "-O3 -g")
  229. set(CMAKE_CUDA_FLAGS_MINSIZEREL "-Os")
  230. set(CMAKE_CUDA_FLAGS "-Xcompiler -Wall,-Wextra -Xfatbin -compress-all")
  231. if(NOT MGE_ENABLE_RTTI)
  232. set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -fno-rtti")
  233. endif()
  234. if(NOT MGE_ENABLE_EXCEPTIONS)
  235. set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler -fno-exception")
  236. endif()
  237. if(NOT MGE_CUDA_GENCODE)
  238. if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386")
  239. set(MEGDNN_THREADS_512 0)
  240. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.0.0")
  241. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52")
  242. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60")
  243. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=sm_61")
  244. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_70,code=sm_70")
  245. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_75,code=sm_75")
  246. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_75,code=compute_75")
  247. elseif(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "9.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "9.0.0")
  248. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52")
  249. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60")
  250. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=sm_61")
  251. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_70,code=sm_70")
  252. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_70,code=compute_70")
  253. else()
  254. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_35,code=sm_35")
  255. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_52,code=sm_52")
  256. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_60,code=sm_60")
  257. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=sm_61")
  258. set(MGE_CUDA_GENCODE "${MGE_CUDA_GENCODE} -gencode arch=compute_61,code=compute_61")
  259. endif()
  260. else()
  261. message(FATAL_ERROR "Unsupported CUDA host arch.")
  262. endif()
  263. else()
  264. set(MEGDNN_THREADS_512 1)
  265. endif()
  266. set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} ${MGE_CUDA_GENCODE}")
  267. include(cmake/cudnn.cmake)
  268. if(MGE_WITH_TRT)
  269. include(cmake/tensorrt.cmake)
  270. endif()
  271. if(MGE_CUDA_USE_STATIC)
  272. if(MGE_WITH_TRT)
  273. list(APPEND MGE_CUDA_LIBS -Wl,--whole-archive libnvinfer libcudnn -Wl,--no-whole-archive)
  274. else()
  275. list(APPEND MGE_CUDA_LIBS -Wl,--whole-archive libcudnn -Wl,--no-whole-archive)
  276. endif()
  277. list(APPEND MGE_CUDA_LIBS cusolver_static cublas_static curand_static culibos cudart_static cusparse_static)
  278. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.1.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.1.0")
  279. list(APPEND MGE_CUDA_LIBS cublasLt_static)
  280. endif()
  281. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.0.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.0.0")
  282. # mark all symbols from liblapack_static.a as weak to avoid
  283. # duplicated definition with mkl
  284. find_library(
  285. LAPACK_STATIC_PATH lapack_static
  286. HINTS ${CMAKE_CUDA_HOST_IMPLICIT_LINK_DIRECTORIES})
  287. if(NOT LAPACK_STATIC_PATH)
  288. message(FATAL_ERROR "liblapack_static.a not found")
  289. endif()
  290. set(LAPACK_STATIC_COPY_PATH ${CMAKE_CURRENT_BINARY_DIR}/liblapack_static_copy.a)
  291. # add a target that run objcopy
  292. add_custom_command(
  293. OUTPUT ${LAPACK_STATIC_COPY_PATH}
  294. COMMAND ${CMAKE_OBJCOPY} -w -W* ${LAPACK_STATIC_PATH} ${LAPACK_STATIC_COPY_PATH}
  295. VERBATIM)
  296. add_custom_target(lapack_static_weak_target DEPENDS ${LAPACK_STATIC_COPY_PATH})
  297. # create a library named "lapack_static_weak"
  298. add_library(lapack_static_weak STATIC IMPORTED GLOBAL)
  299. add_dependencies(lapack_static_weak lapack_static_weak_target)
  300. set_target_properties(
  301. lapack_static_weak PROPERTIES
  302. IMPORTED_LOCATION ${LAPACK_STATIC_COPY_PATH})
  303. list(APPEND MGE_CUDA_LIBS lapack_static_weak ${LAPACK_STATIC_COPY_PATH})
  304. endif()
  305. else()
  306. if(MGE_WITH_TRT)
  307. list(APPEND MGE_CUDA_LIBS libnvinfer)
  308. endif()
  309. list(APPEND MGE_CUDA_LIBS libcudnn)
  310. if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER "10.1.0" OR ${CMAKE_CUDA_COMPILER_VERSION} VERSION_EQUAL "10.1.0")
  311. list(APPEND MGE_CUDA_LIBS cublasLt cusolver cublas curand)
  312. endif()
  313. endif()
  314. add_subdirectory(dnn/cuda-stub)
  315. list(APPEND MGE_CUDA_LIBS nvrtc cuda-stub nvToolsExt)
  316. set(MGE_CUDA_LIBS "${MGE_CUDA_LIBS}")
  317. endif()
  318. find_program(CCACHE_BIN ccache)
  319. if(CCACHE_BIN)
  320. set(CMAKE_CXX_COMPILER_LAUNCHER ${CCACHE_BIN})
  321. if(MGE_WITH_CUDA AND NOT ${CMAKE_VERSION} VERSION_LESS "3.10.0")
  322. message("-- Using ccache as CMAKE_CUDA_COMPILER_LAUNCHER")
  323. set(CMAKE_CUDA_COMPILER_LAUNCHER ${CCACHE_BIN})
  324. endif()
  325. endif()
  326. if(${MGE_ARCH} STREQUAL "x86_64" OR ${MGE_ARCH} STREQUAL "i386")
  327. if(${MGE_BLAS} STREQUAL "MKL")
  328. include(cmake/mkl.cmake)
  329. set(MGE_BLAS_LIBS libmkl)
  330. elseif(${MGE_BLAS} STREQUAL "OpenBLAS")
  331. include(cmake/OpenBLAS.cmake)
  332. set(MGE_BLAS_LIBS libopenblas)
  333. else()
  334. message(FATAL_ERROR "Unknown BLAS implementation ${MGE_BLAS}")
  335. endif()
  336. endif()
  337. option(MGE_WITH_MKLDNN "Enable Intel MKL_DNN support," ON)
  338. # MKLDNN build
  339. if(MGE_WITH_MKLDNN AND ${MGE_ARCH} STREQUAL "x86_64")
  340. include(cmake/MKL_DNN.cmake)
  341. set(MEGDNN_X86_WITH_MKL_DNN 1)
  342. endif()
  343. # RTTI
  344. if(MGE_ENABLE_RTTI)
  345. set(MEGDNN_ENABLE_MANGLING 0)
  346. set(MEGDNN_ENABLE_RTTI 1)
  347. else()
  348. set(MEGDNN_ENABLE_MANGLING 1)
  349. set(MEGDNN_ENABLE_RTTI 0)
  350. endif()
  351. set(MGB_VERBOSE_TYPEINFO_NAME ${MGE_ENABLE_RTTI})
  352. # Logging
  353. set(MGB_ENABLE_LOGGING ${MGE_ENABLE_LOGGING})
  354. set(MEGDNN_ENABLE_LOGGING ${MGE_ENABLE_LOGGING})
  355. set(MGB_ENABLE_JSON ${MGE_ENABLE_LOGGING})
  356. # Exception
  357. if(NOT MGE_ENABLE_EXCEPTIONS)
  358. message(STATUS "Exceptions disabled; MegEngine would kill itself when it is supposed to throw an exception.")
  359. endif()
  360. set(MGB_ENABLE_EXCEPTION ${MGE_ENABLE_EXCEPTIONS})
  361. set(MEGDNN_ENABLE_EXCEPTIONS ${MGE_ENABLE_EXCEPTIONS})
  362. # JIT
  363. if(MGE_WITH_JIT AND MGE_WITH_HALIDE)
  364. set(HALIDE_SHARED_LIBRARY OFF CACHE BOOL "Build as a shared library")
  365. include(cmake/Halide.cmake)
  366. endif()
  367. set(MGB_JIT ${MGE_WITH_JIT})
  368. set(MGB_JIT_HALIDE ${MGE_WITH_HALIDE})
  369. # Thread
  370. if(CMAKE_THREAD_LIBS_INIT)
  371. set(MGB_HAVE_THREAD 1)
  372. endif()
  373. if(MGE_WITH_TEST)
  374. # use intra-op multi threads
  375. set(MEGDNN_ENABLE_MULTI_THREADS 1)
  376. endif()
  377. # CUDA
  378. set(MGB_CUDA ${MGE_WITH_CUDA})
  379. set(MEGDNN_WITH_CUDA ${MGE_WITH_CUDA})
  380. # Debug info
  381. if(${CMAKE_BUILD_TYPE} STREQUAL "Debug" OR ${CMAKE_BUILD_TYPE} STREQUAL "RelWithDebInfo")
  382. set(MGB_ASSERT_LOC 1)
  383. set(MGB_ENABLE_DEBUG_UTIL 1)
  384. else()
  385. set(MGB_ASSERT_LOC 0)
  386. set(MGB_ENABLE_DEBUG_UTIL 0)
  387. endif()
  388. # FIXME: remove this after imp DEBUG UTIL for windows
  389. if(MSVC OR WIN32)
  390. set(MGB_ENABLE_DEBUG_UTIL 0)
  391. message(" -- disable MGB_ENABLE_DEBUG_UTIL in windows build")
  392. endif()
  393. # TensorRT
  394. set(MGB_ENABLE_TENSOR_RT ${MGE_WITH_TRT})
  395. # Inference only
  396. if(MGE_INFERENCE_ONLY)
  397. set(MGB_ENABLE_GRAD 0)
  398. set(MGB_BUILD_SLIM_SERVING 1)
  399. else()
  400. set(MGB_ENABLE_GRAD 1)
  401. set(MGB_BUILD_SLIM_SERVING 0)
  402. endif()
  403. # Distributed communication
  404. set(MGB_ENABLE_OPR_MM ${MGE_WITH_DISTRIBUTED})
  405. # MGE_ARCH related flags
  406. if(MGE_ARCH STREQUAL "x86_64" OR MGE_ARCH STREQUAL "i386")
  407. if(MGE_BLAS STREQUAL "MKL")
  408. set(MEGDNN_X86_WITH_MKL 1)
  409. elseif(MGE_BLAS STREQUAL "OpenBLAS")
  410. set(MEGDNN_X86_WITH_OPENBLAS 1)
  411. endif()
  412. endif()
  413. # Enable Naive
  414. if(MGE_ARCH STREQUAL "naive")
  415. set(MEGDNN_NAIVE 1)
  416. message(WARNING "MEGDNN_NAIVE is enabled; MegDNN performance is degraded.")
  417. endif()
  418. if(MGE_ARCH STREQUAL "x86_64" OR MGE_ARCH STREQUAL "i386")
  419. set(MEGDNN_X86 1)
  420. if(MGE_ARCH STREQUAL "x86_64")
  421. set(MEGDNN_X86_64 1)
  422. set(MEGDNN_64_BIT 1)
  423. if(NOT MSVC)
  424. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m64")
  425. endif()
  426. else()
  427. set(MEGDNN_X86_32 1)
  428. if(NOT MSVC)
  429. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -m32")
  430. endif()
  431. endif()
  432. if(NOT MSVC)
  433. set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -msse4.2 -mfpmath=sse")
  434. endif()
  435. endif()
  436. if(MGE_ARCH STREQUAL "armv7")
  437. # -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.
  438. if(ANDROID)
  439. set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mfloat-abi=softfp -mfpu=neon")
  440. endif()
  441. set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -funsafe-math-optimizations")
  442. set (MARCH "-march=armv7-a")
  443. set (MEGDNN_ARMV7 1)
  444. endif()
  445. if(MGE_ARCH STREQUAL "aarch64")
  446. set(MEGDNN_AARCH64 1)
  447. set(MEGDNN_64_BIT 1)
  448. set(MARCH "-march=armv8-a")
  449. if(MGE_ARMV8_2_FEATURE_FP16)
  450. message("Enable fp16 feature support in armv8.2")
  451. if(NOT ${MGE_DISABLE_FLOAT16})
  452. set(MEGDNN_ENABLE_FP16_NEON 1)
  453. endif()
  454. set(MARCH "-march=armv8.2-a+fp16")
  455. endif()
  456. if(MGE_ARMV8_2_FEATURE_DOTPROD)
  457. message("Enable dotprod feature support in armv8.2")
  458. if(MGE_ARMV8_2_FEATURE_FP16)
  459. set(MARCH "-march=armv8.2-a+fp16+dotprod")
  460. else()
  461. set(MARCH "-march=armv8.2-a+dotprod")
  462. endif()
  463. endif()
  464. endif()
  465. set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${MARCH}")
  466. set(MGB_ENABLE_IMPERATIVE ${MGE_BUILD_XXX})
  467. # Write out megbrain_build_config.h
  468. # It defines macros needed by both megbrain and dnn
  469. configure_file(src/megbrain_build_config.h.in ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h)
  470. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/genfiles/megbrain_build_config.h DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
  471. add_subdirectory(dnn)
  472. list(APPEND MGB_OPR_PARAM_DEFS_SRCS ${CMAKE_CURRENT_SOURCE_DIR}/tools/param_defs/mgb_opr_param_defs.py)
  473. set(MGB_OPR_PARAM_DEFS_SCRIPT ${CMAKE_CURRENT_SOURCE_DIR}/dnn/scripts/gen_param_defs.py)
  474. set(MGB_OPR_PARAM_DEFS_OUT_DIR ${CMAKE_CURRENT_BINARY_DIR}/src/opr/include/)
  475. file(MAKE_DIRECTORY ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr)
  476. add_custom_command(
  477. OUTPUT
  478. ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr/param_defs.h
  479. COMMAND ${PYTHON_EXECUTABLE} ${MGB_OPR_PARAM_DEFS_SCRIPT} ${MGB_OPR_PARAM_DEFS_SRCS}
  480. ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr/param_defs.h
  481. DEPENDS ${MGB_OPR_PARAM_DEFS_SRCS} ${MGB_OPR_PARAM_DEFS_SCRIPT}
  482. VERBATIM
  483. )
  484. list(APPEND MGB_OPR_PARAM_DEFS_OUTS
  485. ${MGB_OPR_PARAM_DEFS_OUT_DIR}/megbrain/opr/param_defs.h
  486. )
  487. install(FILES ${MGB_OPR_PARAM_DEFS_OUTS} DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/megbrain/opr/)
  488. list(APPEND MGB_OPR_PARAM_DEFS_INC ${MGB_OPR_PARAM_DEFS_OUT_DIR})
  489. add_custom_target(_mgb_opr_param_defs DEPENDS ${MGB_OPR_PARAM_DEFS_OUTS})
  490. add_library(mgb_opr_param_defs INTERFACE)
  491. target_include_directories(mgb_opr_param_defs
  492. INTERFACE
  493. $<INSTALL_INTERFACE:${CMAKE_INSTALL_INCLUDEDIR}>
  494. $<BUILD_INTERFACE:${MGB_OPR_PARAM_DEFS_INC}>
  495. )
  496. add_dependencies(mgb_opr_param_defs _mgb_opr_param_defs)
  497. install(TARGETS mgb_opr_param_defs EXPORT ${MGE_EXPORT_TARGETS})
  498. if(MGE_WITH_DISTRIBUTED)
  499. add_subdirectory(${PROJECT_SOURCE_DIR}/third_party/MegRay)
  500. endif()
  501. add_subdirectory(src)
  502. if(MGE_BUILD_SDK)
  503. add_subdirectory(sdk/load-and-run)
  504. endif()
  505. if(MGE_WITH_PYTHON_MODULE)
  506. if(MGE_BUILD_XXX)
  507. add_subdirectory(imperative)
  508. else()
  509. add_subdirectory(python_module)
  510. endif()
  511. endif()
  512. if(MGE_WITH_TEST AND MGE_ENABLE_RTTI)
  513. if(NOT MGE_BUILD_XXX)
  514. add_subdirectory(test)
  515. endif()
  516. endif()
  517. if(TARGET mgb)
  518. add_custom_target(
  519. develop
  520. COMMAND ${CMAKE_COMMAND} -E create_symlink
  521. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/$<TARGET_FILE_NAME:mgb>
  522. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/$<TARGET_FILE_NAME:mgb>
  523. COMMAND ${CMAKE_COMMAND} -E create_symlink
  524. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/mgb.py
  525. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/mgb.py
  526. COMMAND ${CMAKE_COMMAND} -E create_symlink
  527. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/opr.py
  528. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/opr.py
  529. COMMAND ${CMAKE_COMMAND} -E create_symlink
  530. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/opr_param_defs.py
  531. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/opr_param_defs.py
  532. COMMAND ${CMAKE_COMMAND} -E create_symlink
  533. ${CMAKE_CURRENT_BINARY_DIR}/python_module/megengine/_internal/include
  534. ${CMAKE_CURRENT_SOURCE_DIR}/python_module/megengine/_internal/include
  535. DEPENDS mgb
  536. VERBATIM
  537. )
  538. elseif(TARGET _xxx)
  539. add_custom_target(
  540. develop
  541. COMMAND ${CMAKE_COMMAND} -E create_symlink
  542. ${CMAKE_CURRENT_BINARY_DIR}/imperative/python/${PACKAGE_NAME}/core/$<TARGET_FILE_NAME:${MODULE_NAME}>
  543. ${CMAKE_CURRENT_SOURCE_DIR}/imperative/python/${PACKAGE_NAME}/core/$<TARGET_FILE_NAME:${MODULE_NAME}>
  544. COMMAND ${CMAKE_COMMAND} -E create_symlink
  545. ${CMAKE_CURRENT_BINARY_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/generated_ops.py
  546. ${CMAKE_CURRENT_SOURCE_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/generated_ops.py
  547. COMMAND ${CMAKE_COMMAND} -E create_symlink
  548. ${CMAKE_CURRENT_BINARY_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/param_defs.py
  549. ${CMAKE_CURRENT_SOURCE_DIR}/imperative/python/${PACKAGE_NAME}/core/ops/_internal/param_defs.py
  550. DEPENDS _xxx
  551. VERBATIM
  552. )
  553. endif()
  554. IF(APPLE)
  555. set(CMAKE_THREAD_LIBS_INIT "-lpthread")
  556. set(CMAKE_HAVE_THREADS_LIBRARY 1)
  557. set(CMAKE_USE_WIN32_THREADS_INIT 0)
  558. set(CMAKE_USE_PTHREADS_INIT 1)
  559. set(THREADS_PREFER_PTHREAD_FLAG ON)
  560. ENDIF()
  561. # Configure and install pkg-config.
  562. # Note that unlike the Config.cmake modules, this is not relocatable (and not
  563. # really portable) because we have two dependencies without pkg-config
  564. # descriptions: FlatBuffers and MKL-DNN
  565. if (MGE_USE_SYSTEM_MKLDNN)
  566. set (MGE_PKGCONFIG_LIBS_PRIVATE "-ldnnl")
  567. endif()
  568. if (MGE_USE_SYSTEM_OPENBLAS)
  569. set (MGE_PKGCONFIG_LIBS_PRIVATE "${MGE_PKGCONFIG_LIBS_PRIVATE} -lopenblas")
  570. endif()
  571. configure_file(cmake/megengine.pc.in
  572. ${CMAKE_CURRENT_BINARY_DIR}/megengine.pc
  573. @ONLY)
  574. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/megengine.pc
  575. DESTINATION ${CMAKE_INSTALL_LIBDIR}/pkgconfig)
  576. # Do not export targets if MGE_WITH_DISTRIBUTED is on. MegRay is not ready.
  577. if (NOT MGE_WITH_DISTRIBUTED)
  578. include(CMakePackageConfigHelpers)
  579. set (MGE_INSTALL_CMAKEDIR ${CMAKE_INSTALL_LIBDIR}/cmake/MegEngine)
  580. configure_package_config_file(cmake/MegEngineConfig.cmake.in
  581. ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfig.cmake
  582. INSTALL_DESTINATION ${MGE_INSTALL_CMAKEDIR}
  583. )
  584. write_basic_package_version_file(
  585. ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfigVersion.cmake
  586. VERSION ${MGB_VER_MAJOR}.${MGB_VER_MINOR}.${MGB_VER_PATCH}
  587. COMPATIBILITY SameMajorVersion)
  588. install(EXPORT ${MGE_EXPORT_TARGETS} DESTINATION ${MGE_INSTALL_CMAKEDIR})
  589. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfig.cmake
  590. ${CMAKE_CURRENT_BINARY_DIR}/MegEngineConfigVersion.cmake
  591. DESTINATION ${MGE_INSTALL_CMAKEDIR})
  592. 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