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host_build.sh 9.2 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 "-n : enable new python runtime(valid when training mode with -t, default is legacy runtime)"
  12. echo "-h : show usage"
  13. echo "append other cmake config by export EXTRA_CMAKE_ARGS=..."
  14. echo "example: $0 -d"
  15. exit -1
  16. }
  17. BUILD_TYPE=Release
  18. MGE_WITH_CUDA=OFF
  19. MGE_INFERENCE_ONLY=ON
  20. MGE_WINDOWS_BUILD_ARCH=x64
  21. MGE_WINDOWS_BUILD_MARCH=m64
  22. MGE_ARCH=x86_64
  23. REMOVE_OLD_BUILD=false
  24. MGE_BUILD_IMPERATIVE_RT=OFF
  25. echo "EXTRA_CMAKE_ARGS: ${EXTRA_CMAKE_ARGS}"
  26. while getopts "rhdctmn" arg
  27. do
  28. case $arg in
  29. d)
  30. echo "Build with Debug mode"
  31. BUILD_TYPE=Debug
  32. ;;
  33. c)
  34. echo "Build with CUDA"
  35. MGE_WITH_CUDA=ON
  36. ;;
  37. t)
  38. echo "Build with training mode"
  39. MGE_INFERENCE_ONLY=OFF
  40. ;;
  41. h)
  42. echo "show usage"
  43. usage
  44. ;;
  45. r)
  46. echo "config REMOVE_OLD_BUILD=true"
  47. REMOVE_OLD_BUILD=true
  48. ;;
  49. m)
  50. echo "build for m32(only valid use for windows)"
  51. MGE_WINDOWS_BUILD_ARCH=x86
  52. MGE_WINDOWS_BUILD_MARCH=m32
  53. MGE_ARCH=i386
  54. ;;
  55. n)
  56. echo "Enable imperative python wrapper runtime"
  57. MGE_BUILD_IMPERATIVE_RT=ON
  58. ;;
  59. ?)
  60. echo "unkonw argument"
  61. usage
  62. ;;
  63. esac
  64. done
  65. echo "------------------------------------"
  66. echo "build config summary:"
  67. echo "BUILD_TYPE: $BUILD_TYPE"
  68. echo "MGE_WITH_CUDA: $MGE_WITH_CUDA"
  69. echo "MGE_INFERENCE_ONLY: $MGE_INFERENCE_ONLY"
  70. echo "------------------------------------"
  71. READLINK=readlink
  72. OS=$(uname -s)
  73. if [ $OS = "Darwin" ];then
  74. READLINK=greadlink
  75. if [ $MGE_WITH_CUDA = "ON" ];then
  76. echo "MACOS DO NOT SUPPORT TensorRT, ABORT NOW!!"
  77. exit -1
  78. fi
  79. elif [[ $OS =~ "NT" ]]; then
  80. echo "BUILD in NT ..."
  81. fi
  82. SRC_DIR=$($READLINK -f "`dirname $0`/../../")
  83. source $SRC_DIR/scripts/cmake-build/utils/utils.sh
  84. function cmake_build() {
  85. BUILD_DIR=$SRC_DIR/build_dir/host/MGE_WITH_CUDA_$1/MGE_INFERENCE_ONLY_$2/$3/build
  86. INSTALL_DIR=$BUILD_DIR/../install
  87. MGE_WITH_CUDA=$1
  88. MGE_INFERENCE_ONLY=$2
  89. BUILD_TYPE=$3
  90. echo "build dir: $BUILD_DIR"
  91. echo "install dir: $INSTALL_DIR"
  92. echo "build type: $BUILD_TYPE"
  93. echo "MGE_WITH_CUDA: $MGE_WITH_CUDA"
  94. echo "MGE_INFERENCE_ONLY: $MGE_INFERENCE_ONLY"
  95. try_remove_old_build $REMOVE_OLD_BUILD $BUILD_DIR $INSTALL_DIR
  96. echo "create build dir"
  97. mkdir -p $BUILD_DIR
  98. mkdir -p $INSTALL_DIR
  99. cd $BUILD_DIR
  100. cmake \
  101. -DCMAKE_BUILD_TYPE=$BUILD_TYPE \
  102. -DMGE_INFERENCE_ONLY=$MGE_INFERENCE_ONLY \
  103. -DMGE_BUILD_IMPERATIVE_RT=${MGE_BUILD_IMPERATIVE_RT} \
  104. -DMGE_WITH_CUDA=$MGE_WITH_CUDA \
  105. -DCMAKE_INSTALL_PREFIX=$INSTALL_DIR \
  106. ${EXTRA_CMAKE_ARGS} \
  107. $SRC_DIR
  108. make -j$(nproc)
  109. make install/strip
  110. }
  111. function windows_env_err() {
  112. echo "check windows env failed!!"
  113. echo "please install env refs for: scripts/cmake-build/BUILD_README.md"
  114. exit -1
  115. }
  116. function prepare_env_for_windows_build() {
  117. echo "check Visual Studio install path env..."
  118. if [[ -z $VS_PATH ]];then
  119. echo "can not find visual_studio_path env, pls export you Visual Studio install dir to VS_PATH"
  120. echo "examle for export Visual Studio 2019 Enterprise default install dir"
  121. echo "export VS_PATH=/c/Program\ Files\ \(x86\)/Microsoft\ Visual\ Studio/2019/Enterprise"
  122. exit -1
  123. fi
  124. echo $VS_PATH
  125. # only use cmake/clang-cl/Ninja install from Visual Studio, if not, may build failed
  126. # some user env may install cmake/clang-cl/Ninja at MSYS env, so we put Visual Studio
  127. # path at the head of PATH, and check the valid
  128. echo "check cmake install..."
  129. export PATH=$VS_PATH/Common7/IDE/CommonExtensions/Microsoft/CMake/CMake/bin/:$PATH
  130. which cmake
  131. cmake_loc=`which cmake`
  132. if [[ $cmake_loc =~ "Visual" ]]; then
  133. echo "cmake valid ..."
  134. else
  135. echo "cmake Invalid: ..."
  136. windows_env_err
  137. fi
  138. echo "check clang-cl install..."
  139. export PATH=$VS_PATH/VC/Tools/Llvm/bin/:$PATH
  140. which clang-cl
  141. clang_loc=`which clang-cl`
  142. if [[ $clang_loc =~ "Visual" ]]; then
  143. echo "clang-cl valid ..."
  144. else
  145. echo "clang-cl Invalid: ..."
  146. windows_env_err
  147. fi
  148. echo "check Ninja install..."
  149. export PATH=$VS_PATH/Common7/IDE/CommonExtensions/Microsoft/CMake/Ninja/:$PATH
  150. which Ninja
  151. ninja_loc=`which Ninja`
  152. if [[ $ninja_loc =~ "Visual" ]]; then
  153. echo "Ninja valid ..."
  154. else
  155. echo "Ninja Invalid: ..."
  156. windows_env_err
  157. fi
  158. echo "put vcvarsall.bat path to PATH env.."
  159. export PATH=$VS_PATH/VC/Auxiliary/Build:$PATH
  160. echo "config cuda/cudnn/TensorRT env..."
  161. export NIVIDA_INSTALL_PRE=/c/Program\ Files/NVIDIA\ GPU\ Computing\ Toolkit
  162. export CUDA_V=v10.1
  163. export CUDNN_V=cudnn-10.1-windows10-x64-v7.6.5.32
  164. export TRT_V=TensorRT-6.0.1.5
  165. export CUDA_PATH=$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}
  166. export PATH=$PATH:$CUDA_PATH/bin
  167. export CUDA_BIN_PATH=$CUDA_PATH
  168. export PC_CUDNN_INCLUDE_DIRS=$NIVIDA_INSTALL_PRE/${CUDNN_V}/cuda/include
  169. export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$NIVIDA_INSTALL_PRE/${TRT_V}/lib:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/lib/x64:$NIVIDA_INSTALL_PRE/${CUDNN_V}/cuda/lib/x64
  170. export CPATH=$CPATH:$NIVIDA_INSTALL_PRE/${TRT_V}/include:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/include:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/include/nvtx3:$PC_CUDNN_INCLUDE_DIRS
  171. export LIBRARY_PATH=$LIBRARY_PATH:$LD_LIBRARY_PATH
  172. export INCLUDE=$INCLUDE:$CPATH
  173. # python version will be config by whl build script or ci script, we need
  174. # a DFT version for build success when we just call host_build.sh
  175. if [[ -z ${ALREADY_CONFIG_PYTHON_VER} ]]
  176. then
  177. echo "config a default python3"
  178. DFT_PYTHON_BIN=/c/Users/${USER}/mge_whl_python_env/3.8.3
  179. if [ ! -f "${DFT_PYTHON_BIN}/python3.exe" ]; then
  180. echo "ERR: can not find ${DFT_PYTHON_BIN}/python3.exe , Invalid env"
  181. windows_env_err
  182. else
  183. echo "put python3 to env..."
  184. export PATH=${DFT_PYTHON_BIN}:$PATH
  185. which python3
  186. fi
  187. fi
  188. echo "export swig pwd to PATH"
  189. export PATH=/c/Users/${USER}/swigwin-4.0.2::$PATH
  190. }
  191. WINDOWS_BUILD_TARGET="Ninja all > build.log"
  192. if [[ -z ${MAKE_DEVELOP} ]]
  193. then
  194. MAKE_DEVELOP="false"
  195. fi
  196. function config_windows_build_target() {
  197. if [ ${MAKE_DEVELOP} = "true" ]; then
  198. echo "build all and develop for pytest test"
  199. WINDOWS_BUILD_TARGET="Ninja all > build.log && Ninja develop"
  200. fi
  201. }
  202. function cmake_build_windows() {
  203. # windows do not support long path, so we cache the BUILD_DIR ASAP
  204. prepare_env_for_windows_build
  205. BUILD_DIR=$SRC_DIR/build_dir/host/build
  206. INSTALL_DIR=$BUILD_DIR/../install
  207. MGE_WITH_CUDA=$1
  208. MGE_INFERENCE_ONLY=$2
  209. BUILD_TYPE=$3
  210. echo "build dir: $BUILD_DIR"
  211. echo "install dir: $INSTALL_DIR"
  212. echo "build type: $BUILD_TYPE"
  213. echo "MGE_WITH_CUDA: $MGE_WITH_CUDA"
  214. echo "MGE_INFERENCE_ONLY: $MGE_INFERENCE_ONLY"
  215. try_remove_old_build $REMOVE_OLD_BUILD $BUILD_DIR $INSTALL_DIR
  216. echo "create build dir"
  217. mkdir -p $BUILD_DIR
  218. mkdir -p $INSTALL_DIR
  219. cd $BUILD_DIR
  220. echo "now try build windows native with cmake/clang-ci/Ninja/Visual Studio ....."
  221. export CFLAGS=-$MGE_WINDOWS_BUILD_MARCH
  222. export CXXFLAGS=-$MGE_WINDOWS_BUILD_MARCH
  223. cmd.exe /c " \
  224. vcvarsall.bat $MGE_WINDOWS_BUILD_ARCH && cmake -G "Ninja" \
  225. -DMGE_ARCH=$MGE_ARCH \
  226. -DMGE_INFERENCE_ONLY=$MGE_INFERENCE_ONLY \
  227. -DMGE_BUILD_IMPERATIVE_RT=${MGE_BUILD_IMPERATIVE_RT} \
  228. -DMGE_WITH_CUDA=$MGE_WITH_CUDA \
  229. -DCMAKE_BUILD_TYPE=$BUILD_TYPE \
  230. -DCMAKE_INSTALL_PREFIX:PATH=$INSTALL_DIR \
  231. -DCMAKE_C_COMPILER=clang-cl.exe \
  232. -DCMAKE_CXX_COMPILER=clang-cl.exe \
  233. -DCMAKE_MAKE_PROGRAM=ninja.exe \
  234. ${EXTRA_CMAKE_ARGS} \
  235. ../../.. && \
  236. echo \"start Ninja build log to build.log, may take serval min...\" && \
  237. ${WINDOWS_BUILD_TARGET}"
  238. }
  239. if [ ${MGE_BUILD_IMPERATIVE_RT} = "ON" ] && [ ${MGE_INFERENCE_ONLY} = "ON" ]; then
  240. echo "ERR: MGE_BUILD_IMPERATIVE_RT(-n) only valid when enable training mode(-t)"
  241. echo "pls remove -n or add -t"
  242. exit -1
  243. fi
  244. if [[ $OS =~ "NT" ]]; then
  245. if [ ${MGE_ARCH} = "i386" ] && [ ${MGE_INFERENCE_ONLY} = "OFF" ]; then
  246. echo "ERR: training mode(-t) only support 64 bit mode"
  247. echo "pls remove -t or remove -m"
  248. exit -1
  249. fi
  250. config_windows_build_target
  251. cmake_build_windows $MGE_WITH_CUDA $MGE_INFERENCE_ONLY $BUILD_TYPE
  252. else
  253. cmake_build $MGE_WITH_CUDA $MGE_INFERENCE_ONLY $BUILD_TYPE
  254. 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