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host_build.sh 10 kB

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  1. #!/usr/bin/env bash
  2. set -e
  3. function usage() {
  4. echo "$0 args1 args2 .."
  5. echo "available args detail:"
  6. echo "-d : Build with Debug mode, default Release mode"
  7. echo "-c : Build with CUDA, default without CUDA"
  8. echo "-t : Build with training mode, default inference only"
  9. echo "-m : Build with m32 mode(only for windows build), default m64"
  10. echo "-r : remove old build dir before make, default off"
  11. echo "-v : ninja with verbose and explain, default off"
  12. echo "-s : Do not build develop even build with training mode, default on when build with training, always for wheel"
  13. echo "-n : ninja with -n dry run (don't run commands but act like they succeeded)"
  14. echo "-e : build a specified target (always for debug, NOTICE: do not do strip/install target when use -e)"
  15. echo "-h : show usage"
  16. echo "append other cmake config by export EXTRA_CMAKE_ARGS=..."
  17. echo "example: $0 -d"
  18. exit -1
  19. }
  20. READLINK=readlink
  21. OS=$(uname -s)
  22. BUILD_TYPE=Release
  23. MGE_WITH_CUDA=OFF
  24. MGE_INFERENCE_ONLY=ON
  25. MGE_WINDOWS_BUILD_ARCH=x64
  26. MGE_WINDOWS_BUILD_MARCH=m64
  27. MGE_ARCH=x86_64
  28. REMOVE_OLD_BUILD=false
  29. NINJA_VERBOSE=OFF
  30. BUILD_DEVELOP=ON
  31. NINJA_DRY_RUN=OFF
  32. SPECIFIED_TARGET="install/strip"
  33. if [[ $OS =~ "NT" ]]; then
  34. echo "Windows do not support strip/install by defaut"
  35. SPECIFIED_TARGET=""
  36. fi
  37. echo "EXTRA_CMAKE_ARGS: ${EXTRA_CMAKE_ARGS}"
  38. while getopts "nsrhdctmve:" arg
  39. do
  40. case $arg in
  41. d)
  42. echo "Build with Debug mode"
  43. BUILD_TYPE=Debug
  44. ;;
  45. c)
  46. echo "Build with CUDA"
  47. MGE_WITH_CUDA=ON
  48. ;;
  49. t)
  50. echo "Build with training mode"
  51. MGE_INFERENCE_ONLY=OFF
  52. ;;
  53. h)
  54. echo "show usage"
  55. usage
  56. ;;
  57. r)
  58. echo "config REMOVE_OLD_BUILD=true"
  59. REMOVE_OLD_BUILD=true
  60. ;;
  61. s)
  62. echo "config BUILD_DEVELOP=OFF"
  63. BUILD_DEVELOP=OFF
  64. ;;
  65. v)
  66. echo "config NINJA_VERBOSE=ON"
  67. NINJA_VERBOSE=ON
  68. ;;
  69. n)
  70. echo "config NINJA_DRY_RUN=ON"
  71. NINJA_DRY_RUN=ON
  72. ;;
  73. m)
  74. echo "build for m32(only valid use for windows)"
  75. MGE_WINDOWS_BUILD_ARCH=x86
  76. MGE_WINDOWS_BUILD_MARCH=m32
  77. MGE_ARCH=i386
  78. ;;
  79. e)
  80. SPECIFIED_TARGET=$OPTARG
  81. ;;
  82. ?)
  83. echo "unkonw argument"
  84. usage
  85. ;;
  86. esac
  87. done
  88. echo "------------------------------------"
  89. echo "build config summary:"
  90. echo "BUILD_TYPE: $BUILD_TYPE"
  91. echo "MGE_WITH_CUDA: $MGE_WITH_CUDA"
  92. echo "MGE_INFERENCE_ONLY: $MGE_INFERENCE_ONLY"
  93. echo "SPECIFIED_TARGET: ${SPECIFIED_TARGET}"
  94. echo "------------------------------------"
  95. if [ $OS = "Darwin" ];then
  96. READLINK=greadlink
  97. if [ $MGE_WITH_CUDA = "ON" ];then
  98. echo "MACOS DO NOT SUPPORT TensorRT, ABORT NOW!!"
  99. exit -1
  100. fi
  101. elif [[ $OS =~ "NT" ]]; then
  102. echo "BUILD in NT ..."
  103. fi
  104. SRC_DIR=$($READLINK -f "`dirname $0`/../../")
  105. source $SRC_DIR/scripts/cmake-build/utils/utils.sh
  106. if [ ${MGE_INFERENCE_ONLY} = "ON" ]; then
  107. echo "config BUILD_DEVELOP=OFF when MGE_INFERENCE_ONLY=ON"
  108. BUILD_DEVELOP=OFF
  109. fi
  110. function cmake_build() {
  111. BUILD_DIR=$SRC_DIR/build_dir/host/MGE_WITH_CUDA_$1/MGE_INFERENCE_ONLY_$2/$3/build
  112. INSTALL_DIR=$BUILD_DIR/../install
  113. MGE_WITH_CUDA=$1
  114. MGE_INFERENCE_ONLY=$2
  115. BUILD_TYPE=$3
  116. echo "build dir: $BUILD_DIR"
  117. echo "install dir: $INSTALL_DIR"
  118. echo "build type: $BUILD_TYPE"
  119. echo "MGE_WITH_CUDA: $MGE_WITH_CUDA"
  120. echo "MGE_INFERENCE_ONLY: $MGE_INFERENCE_ONLY"
  121. try_remove_old_build $REMOVE_OLD_BUILD $BUILD_DIR $INSTALL_DIR
  122. echo "create build dir"
  123. mkdir -p $BUILD_DIR
  124. mkdir -p $INSTALL_DIR
  125. cd_real_build_dir $BUILD_DIR
  126. # fork a new bash to handle EXTRA_CMAKE_ARGS env with space
  127. bash -c "cmake -G Ninja \
  128. -DCMAKE_BUILD_TYPE=$BUILD_TYPE \
  129. -DMGE_INFERENCE_ONLY=$MGE_INFERENCE_ONLY \
  130. -DMGE_WITH_CUDA=$MGE_WITH_CUDA \
  131. -DCMAKE_INSTALL_PREFIX=$INSTALL_DIR \
  132. ${EXTRA_CMAKE_ARGS} \
  133. ${SRC_DIR} "
  134. config_ninja_target_cmd ${NINJA_VERBOSE} ${BUILD_DEVELOP} "${SPECIFIED_TARGET}" ${NINJA_DRY_RUN}
  135. bash -c "${NINJA_CMD}"
  136. }
  137. function windows_env_err() {
  138. echo "check windows env failed!!"
  139. echo "please install env refs for: scripts/cmake-build/BUILD_README.md"
  140. exit -1
  141. }
  142. function prepare_env_for_windows_build() {
  143. echo "check Visual Studio install path env..."
  144. if [[ -z $VS_PATH ]];then
  145. echo "can not find visual_studio_path env, pls export you Visual Studio install dir to VS_PATH"
  146. echo "examle for export Visual Studio 2019 Enterprise default install dir"
  147. echo "export VS_PATH=/c/Program\ Files\ \(x86\)/Microsoft\ Visual\ Studio/2019/Enterprise"
  148. exit -1
  149. fi
  150. echo $VS_PATH
  151. # only use cmake/Ninja install from Visual Studio, if not, may build failed
  152. # some user env may install cmake/clang-cl/Ninja at windows-git-bash env, so we put Visual Studio
  153. # path at the head of PATH, and check the valid
  154. echo "check cmake install..."
  155. export PATH=$VS_PATH/Common7/IDE/CommonExtensions/Microsoft/CMake/CMake/bin/:$PATH
  156. which cmake
  157. cmake_loc=`which cmake`
  158. if [[ $cmake_loc =~ "Visual" ]]; then
  159. echo "cmake valid ..."
  160. else
  161. echo "cmake Invalid: ..."
  162. windows_env_err
  163. fi
  164. echo "check clang-cl install..."
  165. # llvm install by Visual Studio have some issue, eg, link crash on large project, so we
  166. # use official LLVM download from https://releases.llvm.org/download.html
  167. if [[ -z ${LLVM_PATH} ]];then
  168. echo "can not find LLVM_PATH env, pls export you LLVM install dir to LLVM_PATH"
  169. echo "examle for export LLVM_12_0_1"
  170. echo "export LLVM_PATH=/c/Program\ Files/LLVM_12_0_1"
  171. exit -1
  172. fi
  173. echo ${LLVM_PATH}
  174. export PATH=${LLVM_PATH}/bin/:$PATH
  175. clang_loc=`which clang-cl`
  176. if [[ $clang_loc =~ "Visual" ]]; then
  177. echo "clang-cl Invalid: we do not support use LLVM installed by Visual Studio"
  178. windows_env_err
  179. else
  180. echo "clang-cl valid ..."
  181. fi
  182. echo "check Ninja install..."
  183. export PATH=$VS_PATH/Common7/IDE/CommonExtensions/Microsoft/CMake/Ninja/:$PATH
  184. which Ninja
  185. ninja_loc=`which Ninja`
  186. if [[ $ninja_loc =~ "Visual" ]]; then
  187. echo "Ninja valid ..."
  188. else
  189. echo "Ninja Invalid: ..."
  190. windows_env_err
  191. fi
  192. echo "put vcvarsall.bat path to PATH env.."
  193. export PATH=$VS_PATH/VC/Auxiliary/Build:$PATH
  194. echo "config cuda/cudnn/TensorRT env..."
  195. export NIVIDA_INSTALL_PRE=/c/Program\ Files/NVIDIA\ GPU\ Computing\ Toolkit
  196. export CUDA_V=v10.1
  197. export CUDNN_V=cudnn-10.1-windows10-x64-v7.6.5.32
  198. export TRT_V=TensorRT-6.0.1.5
  199. export CUDA_PATH=$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}
  200. export PATH=$PATH:$CUDA_PATH/bin
  201. export CUDA_BIN_PATH=$CUDA_PATH
  202. export PC_CUDNN_INCLUDE_DIRS=$NIVIDA_INSTALL_PRE/${CUDNN_V}/cuda/include
  203. export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$NIVIDA_INSTALL_PRE/${TRT_V}/lib:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/lib/x64:$NIVIDA_INSTALL_PRE/${CUDNN_V}/cuda/lib/x64
  204. export CPATH=$CPATH:$NIVIDA_INSTALL_PRE/${TRT_V}/include:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/include:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/include/nvtx3:$PC_CUDNN_INCLUDE_DIRS
  205. export LIBRARY_PATH=$LIBRARY_PATH:$LD_LIBRARY_PATH
  206. export INCLUDE=$INCLUDE:$CPATH
  207. export CUDNN_ROOT_DIR=${NIVIDA_INSTALL_PRE}/${CUDNN_V}/cuda
  208. export TRT_ROOT_DIR=${NIVIDA_INSTALL_PRE}/${TRT_V}
  209. # python version will be config by whl build script or ci script, we need
  210. # a DFT version for build success when we just call host_build.sh
  211. if [[ -z ${ALREADY_CONFIG_PYTHON_VER} ]]
  212. then
  213. echo "config a default python3"
  214. DFT_PYTHON_BIN=/c/Users/${USER}/mge_whl_python_env/3.8.3
  215. if [ ! -f "${DFT_PYTHON_BIN}/python3.exe" ]; then
  216. echo "ERR: can not find ${DFT_PYTHON_BIN}/python3.exe , Invalid env"
  217. windows_env_err
  218. else
  219. echo "put python3 to env..."
  220. export PATH=${DFT_PYTHON_BIN}:$PATH
  221. which python3
  222. fi
  223. fi
  224. echo "export swig pwd to PATH"
  225. export PATH=/c/Users/${USER}/swigwin-4.0.2::$PATH
  226. }
  227. function cmake_build_windows() {
  228. # windows do not support long path, so we cache the BUILD_DIR ASAP
  229. prepare_env_for_windows_build
  230. BUILD_DIR=$SRC_DIR/build_dir/host/build
  231. INSTALL_DIR=$BUILD_DIR/../install
  232. MGE_WITH_CUDA=$1
  233. MGE_INFERENCE_ONLY=$2
  234. BUILD_TYPE=$3
  235. echo "build dir: $BUILD_DIR"
  236. echo "install dir: $INSTALL_DIR"
  237. echo "build type: $BUILD_TYPE"
  238. echo "MGE_WITH_CUDA: $MGE_WITH_CUDA"
  239. echo "MGE_INFERENCE_ONLY: $MGE_INFERENCE_ONLY"
  240. try_remove_old_build $REMOVE_OLD_BUILD $BUILD_DIR $INSTALL_DIR
  241. echo "create build dir"
  242. mkdir -p $BUILD_DIR
  243. mkdir -p $INSTALL_DIR
  244. cd_real_build_dir $BUILD_DIR
  245. echo "now try build windows native with cmake/clang-ci/Ninja/Visual Studio ....."
  246. export CFLAGS=-$MGE_WINDOWS_BUILD_MARCH
  247. export CXXFLAGS=-$MGE_WINDOWS_BUILD_MARCH
  248. cmd.exe /c " \
  249. vcvarsall.bat $MGE_WINDOWS_BUILD_ARCH && cmake -G "Ninja" \
  250. -DMGE_ARCH=$MGE_ARCH \
  251. -DMGE_INFERENCE_ONLY=$MGE_INFERENCE_ONLY \
  252. -DMGE_WITH_CUDA=$MGE_WITH_CUDA \
  253. -DCMAKE_BUILD_TYPE=$BUILD_TYPE \
  254. -DCMAKE_INSTALL_PREFIX:PATH=$INSTALL_DIR \
  255. -DCMAKE_C_COMPILER=clang-cl.exe \
  256. -DCMAKE_CXX_COMPILER=clang-cl.exe \
  257. -DCMAKE_MAKE_PROGRAM=ninja.exe \
  258. ${EXTRA_CMAKE_ARGS} ../../.. "
  259. config_ninja_target_cmd ${NINJA_VERBOSE} ${BUILD_DEVELOP} "${SPECIFIED_TARGET}" ${NINJA_DRY_RUN}
  260. cmd.exe /c " vcvarsall.bat $MGE_WINDOWS_BUILD_ARCH && ${NINJA_CMD} "
  261. }
  262. if [[ $OS =~ "NT" ]]; then
  263. if [ ${MGE_ARCH} = "i386" ] && [ ${MGE_INFERENCE_ONLY} = "OFF" ]; then
  264. echo "ERR: training mode(-t) only support 64 bit mode"
  265. echo "pls remove -t or remove -m"
  266. exit -1
  267. fi
  268. cmake_build_windows $MGE_WITH_CUDA $MGE_INFERENCE_ONLY $BUILD_TYPE
  269. else
  270. cmake_build $MGE_WITH_CUDA $MGE_INFERENCE_ONLY $BUILD_TYPE
  271. fi

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