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