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build.sh 11 kB

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  1. #!/bin/bash
  2. # Copyright 2019-2020 Huawei Technologies Co., Ltd
  3. #
  4. # Licensed under the Apache License, Version 2.0 (the "License");
  5. # you may not use this file except in compliance with the License.
  6. # You may obtain a copy of the License at
  7. #
  8. # http://www.apache.org/licenses/LICENSE-2.0
  9. #
  10. # Unless required by applicable law or agreed to in writing, software
  11. # distributed under the License is distributed on an "AS IS" BASIS,
  12. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. # See the License for the specific language governing permissions and
  14. # limitations under the License.
  15. # ============================================================================
  16. set -e
  17. BASEPATH=$(cd "$(dirname $0)"; pwd)
  18. OUTPUT_PATH="${BASEPATH}/output"
  19. export BUILD_PATH="${BASEPATH}/build/"
  20. # print usage message
  21. usage()
  22. {
  23. echo "Usage:"
  24. echo "sh build.sh [-j[n]] [-h] [-v] [-s] [-t] [-u] [-c] [-S on|off] [-M]"
  25. echo ""
  26. echo "Options:"
  27. echo " -h Print usage"
  28. echo " -u Only compile ut, not execute"
  29. echo " -s Build st"
  30. echo " -j[n] Set the number of threads used for building GraphEngine, default is 8"
  31. echo " -t Build and execute ut"
  32. echo " -c Build ut with coverage tag"
  33. echo " -p Build inference or train"
  34. echo " -v Display build command"
  35. echo " -S Enable enable download cmake compile dependency from gitee , default off"
  36. echo " -M build MindSpore mode"
  37. echo "to be continued ..."
  38. }
  39. # check value of input is 'on' or 'off'
  40. # usage: check_on_off arg_value arg_name
  41. check_on_off()
  42. {
  43. if [[ "X$1" != "Xon" && "X$1" != "Xoff" ]]; then
  44. echo "Invalid value $1 for option -$2"
  45. usage
  46. exit 1
  47. fi
  48. }
  49. # parse and set options
  50. checkopts()
  51. {
  52. VERBOSE=""
  53. THREAD_NUM=8
  54. # ENABLE_GE_UT_ONLY_COMPILE="off"
  55. ENABLE_GE_UT="off"
  56. ENABLE_GE_ST="off"
  57. ENABLE_GE_COV="off"
  58. GE_ONLY="on"
  59. PLATFORM=""
  60. PRODUCT="normal"
  61. ENABLE_GITEE="off"
  62. MINDSPORE_MODE="off"
  63. # Process the options
  64. while getopts 'ustchj:p:g:vS:M' opt
  65. do
  66. OPTARG=$(echo ${OPTARG} | tr '[A-Z]' '[a-z]')
  67. case "${opt}" in
  68. u)
  69. # ENABLE_GE_UT_ONLY_COMPILE="on"
  70. ENABLE_GE_UT="on"
  71. GE_ONLY="off"
  72. ;;
  73. s)
  74. ENABLE_GE_ST="on"
  75. ;;
  76. t)
  77. ENABLE_GE_UT="on"
  78. GE_ONLY="off"
  79. ;;
  80. c)
  81. ENABLE_GE_COV="on"
  82. GE_ONLY="off"
  83. ;;
  84. h)
  85. usage
  86. exit 0
  87. ;;
  88. j)
  89. THREAD_NUM=$OPTARG
  90. ;;
  91. v)
  92. VERBOSE="VERBOSE=1"
  93. ;;
  94. p)
  95. PLATFORM=$OPTARG
  96. ;;
  97. g)
  98. PRODUCT=$OPTARG
  99. ;;
  100. S)
  101. check_on_off $OPTARG S
  102. ENABLE_GITEE="$OPTARG"
  103. echo "enable download from gitee"
  104. ;;
  105. M)
  106. MINDSPORE_MODE="on"
  107. ;;
  108. *)
  109. echo "Undefined option: ${opt}"
  110. usage
  111. exit 1
  112. esac
  113. done
  114. }
  115. checkopts "$@"
  116. #git submodule update --init metadef
  117. #git submodule update --init parser
  118. mk_dir() {
  119. local create_dir="$1" # the target to make
  120. mkdir -pv "${create_dir}"
  121. echo "created ${create_dir}"
  122. }
  123. # GraphEngine build start
  124. echo "---------------- GraphEngine build start ----------------"
  125. # create build path
  126. build_graphengine()
  127. {
  128. echo "create build directory and build GraphEngine";
  129. mk_dir "${BUILD_PATH}"
  130. cd "${BUILD_PATH}"
  131. CMAKE_ARGS="-DBUILD_PATH=$BUILD_PATH -DGE_ONLY=$GE_ONLY"
  132. if [[ "X$ENABLE_GE_COV" = "Xon" ]]; then
  133. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GE_COV=ON"
  134. fi
  135. if [[ "X$ENABLE_GE_UT" = "Xon" ]]; then
  136. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GE_UT=ON"
  137. fi
  138. if [[ "X$ENABLE_GE_ST" = "Xon" ]]; then
  139. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GE_ST=ON"
  140. fi
  141. if [[ "X$ENABLE_GITEE" = "Xon" ]]; then
  142. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GITEE=ON"
  143. fi
  144. if [[ "X$MINDSPORE_MODE" = "Xoff" ]]; then
  145. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_OPEN_SRC=True -DCMAKE_INSTALL_PREFIX=${OUTPUT_PATH} -DPLATFORM=${PLATFORM} -DPRODUCT=${PRODUCT}"
  146. else
  147. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_D=ON -DCMAKE_INSTALL_PREFIX=${OUTPUT_PATH}"
  148. fi
  149. echo "${CMAKE_ARGS}"
  150. cmake ${CMAKE_ARGS} ..
  151. if [ $? -ne 0 ]
  152. then
  153. echo "execute command: cmake ${CMAKE_ARGS} .. failed."
  154. return 1
  155. fi
  156. COMMON_TARGET="ge_common engine fmk_parser parser_common _caffe_parser fmk_onnx_parser graph register engine_conf.json optimizer_priority.pbtxt "
  157. TARGET=${COMMON_TARGET}
  158. if [ "x${PLATFORM}" = "xtrain" ]
  159. then
  160. TARGET="ge_runner ge_local_engine ge_local_opskernel_builder host_cpu_engine host_cpu_opskernel_builder ${TARGET}"
  161. elif [ "x${PLATFORM}" = "xinference" ]
  162. then
  163. TARGET="ge_compiler atc_ge_local_engine atc_ge_local_opskernel_builder atc_host_cpu_engine atc_host_cpu_opskernel_builder atc opensrc_ascendcl ${TARGET}"
  164. elif [ "X$ENABLE_GE_UT" = "Xon" ]
  165. then
  166. TARGET="ut_libgraph ut_libge_multiparts_utest ut_libge_others_utest ut_libge_kernel_utest ut_libge_distinct_load_utest"
  167. elif [ "X$MINDSPORE_MODE" = "Xon" ]
  168. then
  169. TARGET="ge_common graph"
  170. elif [ "x${PLATFORM}" = "xall" ]
  171. then
  172. # build all the target
  173. TARGET=""
  174. fi
  175. make ${VERBOSE} ${TARGET} -j${THREAD_NUM} && make install
  176. if [ $? -ne 0 ]
  177. then
  178. echo "execute command: make ${VERBOSE} -j${THREAD_NUM} && make install failed."
  179. return 1
  180. fi
  181. echo "GraphEngine build success!"
  182. }
  183. g++ -v
  184. mk_dir ${OUTPUT_PATH}
  185. build_graphengine || { echo "GraphEngine build failed."; return; }
  186. echo "---------------- GraphEngine build finished ----------------"
  187. #cp -rf "${BUILD_PATH}/graphengine/"*.so "${OUTPUT_PATH}"
  188. #rm -rf "${OUTPUT_PATH}/"libproto*
  189. rm -f ${OUTPUT_PATH}/libgmock*.so
  190. rm -f ${OUTPUT_PATH}/libgtest*.so
  191. rm -f ${OUTPUT_PATH}/lib*_stub.so
  192. chmod -R 750 ${OUTPUT_PATH}
  193. find ${OUTPUT_PATH} -name "*.so*" -print0 | xargs -0 chmod 500
  194. echo "---------------- GraphEngine output generated ----------------"
  195. # if [[ "X$ENABLE_GE_ST" = "Xon" ]]; then
  196. # cp ${BUILD_PATH}/graphengine/tests/st/st_resnet50_train ${OUTPUT_PATH}
  197. # fi
  198. if [[ "X$ENABLE_GE_UT" = "Xon" || "X$ENABLE_GE_COV" = "Xon" ]]; then
  199. cp ${BUILD_PATH}/tests/ut/common/graph/ut_libgraph ${OUTPUT_PATH}
  200. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_multiparts_utest ${OUTPUT_PATH}
  201. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_distinct_load_utest ${OUTPUT_PATH}
  202. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_others_utest ${OUTPUT_PATH}
  203. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_kernel_utest ${OUTPUT_PATH}
  204. # if [[ "X${ENABLE_GE_UT_ONLY_COMPILE}" != "Xon" ]]; then
  205. # export LD_LIBRARY_PATH=${D_LINK_PATH}/x86_64/:${BUILD_PATH}../third_party/prebuild/x86_64/:${BUILD_PATH}/graphengine/:/usr/local/HiAI/driver/lib64:/usr/local/HiAI/runtime/lib64:${LD_LIBRARY_PATH}
  206. # echo ${LD_LIBRARY_PATH}
  207. ${OUTPUT_PATH}/ut_libgraph &&
  208. ${OUTPUT_PATH}/ut_libge_multiparts_utest &&
  209. ${OUTPUT_PATH}/ut_libge_distinct_load_utest &&
  210. ${OUTPUT_PATH}/ut_libge_others_utest &&
  211. ${OUTPUT_PATH}/ut_libge_kernel_utest
  212. if [[ "$?" -ne 0 ]]; then
  213. echo "!!! UT FAILED, PLEASE CHECK YOUR CHANGES !!!"
  214. exit 1;
  215. fi
  216. # fi
  217. # if [[ "X$ENABLE_GE_COV" = "Xon" ]]; then
  218. # echo "Generating coverage statistics, please wait..."
  219. # cd ${BASEPATH}
  220. # rm -rf ${BASEPATH}/cov
  221. # mkdir ${BASEPATH}/cov
  222. # gcovr -r ./ --exclude 'third_party' --exclude 'build' --exclude 'tests' --exclude 'prebuild' --exclude 'inc' --print-summary --html --html-details -d -o cov/index.html
  223. # fi
  224. fi
  225. # generate output package in tar form, including ut/st libraries/executables
  226. generate_package()
  227. {
  228. cd "${BASEPATH}"
  229. GRAPHENGINE_LIB_PATH="lib"
  230. ACL_PATH="acllib/lib64"
  231. FWK_PATH="fwkacllib/lib64"
  232. ATC_PATH="atc/lib64"
  233. ATC_BIN_PATH="atc/bin"
  234. NNENGINE_PATH="plugin/nnengine/ge_config"
  235. OPSKERNEL_PATH="plugin/opskernel"
  236. ATC_LIB=("libc_sec.so" "libge_common.so" "libge_compiler.so" "libgraph.so" "libregister.so")
  237. FWK_LIB=("libge_common.so" "libge_runner.so" "libgraph.so" "libregister.so")
  238. PLUGIN_OPSKERNEL=("libge_local_engine.so" "libge_local_opskernel_builder.so" "libhost_cpu_engine.so" "libhost_cpu_opskernel_builder.so" "optimizer_priority.pbtxt")
  239. PARSER_LIB=("lib_caffe_parser.so" "libfmk_onnx_parser.so" "libfmk_parser.so" "libparser_common.so")
  240. rm -rf ${OUTPUT_PATH:?}/${FWK_PATH}/
  241. rm -rf ${OUTPUT_PATH:?}/${ACL_PATH}/
  242. rm -rf ${OUTPUT_PATH:?}/${ATC_PATH}/
  243. rm -rf ${OUTPUT_PATH:?}/${ATC_BIN_PATH}/
  244. mk_dir "${OUTPUT_PATH}/${FWK_PATH}/${NNENGINE_PATH}"
  245. mk_dir "${OUTPUT_PATH}/${FWK_PATH}/${OPSKERNEL_PATH}"
  246. mk_dir "${OUTPUT_PATH}/${ATC_PATH}/${NNENGINE_PATH}"
  247. mk_dir "${OUTPUT_PATH}/${ATC_PATH}/${OPSKERNEL_PATH}"
  248. mk_dir "${OUTPUT_PATH}/${ACL_PATH}"
  249. mk_dir "${OUTPUT_PATH}/${ATC_BIN_PATH}"
  250. cd "${OUTPUT_PATH}"
  251. find ./ -name graphengine_lib.tar -exec rm {} \;
  252. cp ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH}/engine_conf.json ${OUTPUT_PATH}/${FWK_PATH}/${NNENGINE_PATH}
  253. cp ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH}/engine_conf.json ${OUTPUT_PATH}/${ATC_PATH}/${NNENGINE_PATH}
  254. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name libengine.so -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH}/${NNENGINE_PATH}/../ \;
  255. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name libengine.so -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH}/${NNENGINE_PATH}/../ \;
  256. MAX_DEPTH=1
  257. if [ "x${PLATFORM}" = "xall" ] || [ "x${PLATFORM}" = "xinference" ]
  258. then
  259. MAX_DEPTH=2
  260. fi
  261. for lib in "${PLUGIN_OPSKERNEL[@]}";
  262. do
  263. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth ${MAX_DEPTH} -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH}/${OPSKERNEL_PATH} \;
  264. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth ${MAX_DEPTH} -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH}/${OPSKERNEL_PATH} \;
  265. done
  266. for lib in "${PARSER_LIB[@]}";
  267. do
  268. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH} \;
  269. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH} \;
  270. done
  271. for lib in "${FWK_LIB[@]}";
  272. do
  273. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH} \;
  274. done
  275. for lib in "${ATC_LIB[@]}";
  276. do
  277. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH} \;
  278. done
  279. find ./bin -name atc -exec cp {} "${OUTPUT_PATH}/${ATC_BIN_PATH}" \;
  280. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "libascendcl.so" -exec cp -f {} ${OUTPUT_PATH}/${ACL_PATH} \;
  281. if [ "x${PLATFORM}" = "xtrain" ]
  282. then
  283. tar -cf graphengine_lib.tar fwkacllib
  284. elif [ "x${PLATFORM}" = "xinference" ]
  285. then
  286. tar -cf graphengine_lib.tar acllib atc
  287. elif [ "x${PLATFORM}" = "xall" ]
  288. then
  289. tar -cf graphengine_lib.tar fwkacllib acllib atc
  290. fi
  291. }
  292. if [[ "X$ENABLE_GE_UT" = "Xoff" && "X$MINDSPORE_MODE" = "Xoff" ]]; then
  293. generate_package
  294. echo "---------------- GraphEngine package archive generated ----------------"
  295. elif [ "X$MINDSPORE_MODE" = "Xon" ]
  296. then
  297. cd "${OUTPUT_PATH}"
  298. find ./ -name graphengine_lib.tar -exec rm {} \;
  299. tar -cf graphengine_lib.tar lib
  300. fi

图引擎模块(GE)是MindSpore的一个子模块,其代码由C++实现,位于前端模块ME和底层硬件之间,起到承接作用。图引擎模块以ME下发的图作为输入,然后进行一系列的深度图优化操作,最后输出一张可以在底层硬件上高效运行的图。GE针对昇腾AI处理器的硬件结构特点,做了特定的优化工作,以此来充分发挥出昇腾AI处理器的强大算力。在进行模型训练/推理时,GE会被自动调用而用户并不感知。GE主要由GE API和GE Core两部分组成,详细的架构图如下所示