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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 -$2"
  45. usage
  46. exit 1
  47. fi
  48. }
  49. # parse and set options
  50. checkopts()
  51. {
  52. VERBOSE=""
  53. THREAD_NUM=8
  54. # ENABLE_GE_UT_ONLY_COMPILE="off"
  55. ENABLE_GE_UT="off"
  56. ENABLE_GE_ST="off"
  57. ENABLE_GE_COV="off"
  58. PLATFORM=""
  59. PRODUCT="normal"
  60. ENABLE_GITEE="off"
  61. MINDSPORE_MODE="off"
  62. # Process the options
  63. while getopts 'ustchj:p:g:vS:M' opt
  64. do
  65. OPTARG=$(echo ${OPTARG} | tr '[A-Z]' '[a-z]')
  66. case "${opt}" in
  67. u)
  68. # ENABLE_GE_UT_ONLY_COMPILE="on"
  69. ENABLE_GE_UT="on"
  70. ;;
  71. s)
  72. ENABLE_GE_ST="on"
  73. ;;
  74. t)
  75. ENABLE_GE_UT="on"
  76. ;;
  77. c)
  78. ENABLE_GE_COV="on"
  79. ;;
  80. h)
  81. usage
  82. exit 0
  83. ;;
  84. j)
  85. THREAD_NUM=$OPTARG
  86. ;;
  87. v)
  88. VERBOSE="VERBOSE=1"
  89. ;;
  90. p)
  91. PLATFORM=$OPTARG
  92. ;;
  93. g)
  94. PRODUCT=$OPTARG
  95. ;;
  96. S)
  97. check_on_off $OPTARG S
  98. ENABLE_GITEE="$OPTARG"
  99. echo "enable download from gitee"
  100. ;;
  101. M)
  102. MINDSPORE_MODE="on"
  103. ;;
  104. *)
  105. echo "Undefined option: ${opt}"
  106. usage
  107. exit 1
  108. esac
  109. done
  110. }
  111. checkopts "$@"
  112. git submodule update --init metadef
  113. git submodule update --init parser
  114. mk_dir() {
  115. local create_dir="$1" # the target to make
  116. mkdir -pv "${create_dir}"
  117. echo "created ${create_dir}"
  118. }
  119. # GraphEngine build start
  120. echo "---------------- GraphEngine build start ----------------"
  121. # create build path
  122. build_graphengine()
  123. {
  124. echo "create build directory and build GraphEngine";
  125. mk_dir "${BUILD_PATH}"
  126. cd "${BUILD_PATH}"
  127. CMAKE_ARGS="-DBUILD_PATH=$BUILD_PATH"
  128. if [[ "X$ENABLE_GE_COV" = "Xon" ]]; then
  129. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GE_COV=ON"
  130. fi
  131. if [[ "X$ENABLE_GE_UT" = "Xon" ]]; then
  132. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GE_UT=ON"
  133. fi
  134. if [[ "X$ENABLE_GE_ST" = "Xon" ]]; then
  135. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GE_ST=ON"
  136. fi
  137. if [[ "X$ENABLE_GITEE" = "Xon" ]]; then
  138. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GITEE=ON"
  139. fi
  140. if [[ "X$MINDSPORE_MODE" = "Xoff" ]]; then
  141. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_OPEN_SRC=True -DCMAKE_INSTALL_PREFIX=${OUTPUT_PATH} -DPLATFORM=${PLATFORM} -DPRODUCT=${PRODUCT}"
  142. else
  143. CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_D=ON -DCMAKE_INSTALL_PREFIX=${OUTPUT_PATH}"
  144. fi
  145. echo "${CMAKE_ARGS}"
  146. cmake ${CMAKE_ARGS} ..
  147. if [ $? -ne 0 ]
  148. then
  149. echo "execute command: cmake ${CMAKE_ARGS} .. failed."
  150. return 1
  151. fi
  152. COMMON_TARGET="ge_common engine fmk_parser parser_common _caffe_parser fmk_onnx_parser graph register engine_conf.json optimizer_priority.pbtxt "
  153. TARGET=${COMMON_TARGET}
  154. if [ "x${PLATFORM}" = "xtrain" ]
  155. then
  156. TARGET="ge_runner ge_local_engine ge_local_opskernel_builder host_cpu_engine host_cpu_opskernel_builder fwk_atc.bin ${TARGET}"
  157. elif [ "x${PLATFORM}" = "xinference" ]
  158. then
  159. TARGET="ge_compiler atc_ge_local_engine atc_ge_local_opskernel_builder atc_host_cpu_engine atc_host_cpu_opskernel_builder atc_atc.bin opensrc_ascendcl ${TARGET}"
  160. elif [ "X$ENABLE_GE_UT" = "Xon" ]
  161. then
  162. TARGET="ut_libgraph ut_libge_multiparts_utest ut_libge_others_utest ut_libge_kernel_utest ut_libge_distinct_load_utest"
  163. elif [ "X$MINDSPORE_MODE" = "Xon" ]
  164. then
  165. TARGET="ge_common graph"
  166. elif [ "x${PLATFORM}" = "xall" ]
  167. then
  168. # build all the target
  169. TARGET=""
  170. fi
  171. make ${VERBOSE} ${TARGET} -j${THREAD_NUM} && make install
  172. if [ $? -ne 0 ]
  173. then
  174. echo "execute command: make ${VERBOSE} -j${THREAD_NUM} && make install failed."
  175. return 1
  176. fi
  177. echo "GraphEngine build success!"
  178. }
  179. g++ -v
  180. mk_dir ${OUTPUT_PATH}
  181. build_graphengine || { echo "GraphEngine build failed."; return; }
  182. echo "---------------- GraphEngine build finished ----------------"
  183. #cp -rf "${BUILD_PATH}/graphengine/"*.so "${OUTPUT_PATH}"
  184. #rm -rf "${OUTPUT_PATH}/"libproto*
  185. rm -f ${OUTPUT_PATH}/libgmock*.so
  186. rm -f ${OUTPUT_PATH}/libgtest*.so
  187. rm -f ${OUTPUT_PATH}/lib*_stub.so
  188. chmod -R 750 ${OUTPUT_PATH}
  189. find ${OUTPUT_PATH} -name "*.so*" -print0 | xargs -0 chmod 500
  190. echo "---------------- GraphEngine output generated ----------------"
  191. # if [[ "X$ENABLE_GE_ST" = "Xon" ]]; then
  192. # cp ${BUILD_PATH}/graphengine/tests/st/st_resnet50_train ${OUTPUT_PATH}
  193. # fi
  194. if [[ "X$ENABLE_GE_UT" = "Xon" || "X$ENABLE_GE_COV" = "Xon" ]]; then
  195. cp ${BUILD_PATH}/tests/ut/common/graph/ut_libgraph ${OUTPUT_PATH}
  196. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_multiparts_utest ${OUTPUT_PATH}
  197. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_distinct_load_utest ${OUTPUT_PATH}
  198. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_others_utest ${OUTPUT_PATH}
  199. cp ${BUILD_PATH}/tests/ut/ge/ut_libge_kernel_utest ${OUTPUT_PATH}
  200. # if [[ "X${ENABLE_GE_UT_ONLY_COMPILE}" != "Xon" ]]; then
  201. # 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}
  202. # echo ${LD_LIBRARY_PATH}
  203. ${OUTPUT_PATH}/ut_libgraph &&
  204. ${OUTPUT_PATH}/ut_libge_multiparts_utest &&
  205. ${OUTPUT_PATH}/ut_libge_distinct_load_utest &&
  206. ${OUTPUT_PATH}/ut_libge_others_utest &&
  207. ${OUTPUT_PATH}/ut_libge_kernel_utest
  208. if [[ "$?" -ne 0 ]]; then
  209. echo "!!! UT FAILED, PLEASE CHECK YOUR CHANGES !!!"
  210. exit 1;
  211. fi
  212. # fi
  213. # if [[ "X$ENABLE_GE_COV" = "Xon" ]]; then
  214. echo "Generating coverage statistics, please wait..."
  215. cd ${BASEPATH}
  216. rm -rf ${BASEPATH}/cov
  217. mkdir ${BASEPATH}/cov
  218. lcov -c -d build/tests/ut/ge -d build/tests/ut/common/graph/ -o cov/tmp.info
  219. lcov -r cov/tmp.info '*/output/*' '*/build/opensrc/*' '*/build/proto/*' '*/third_party/*' '*/tests/*' '/usr/local/*' -o cov/coverage.info
  220. cd ${BASEPATH}/cov
  221. genhtml coverage.info
  222. fi
  223. # generate output package in tar form, including ut/st libraries/executables
  224. generate_package()
  225. {
  226. cd "${BASEPATH}"
  227. GRAPHENGINE_LIB_PATH="lib"
  228. ACL_PATH="acllib/lib64"
  229. FWK_PATH="fwkacllib/lib64"
  230. ATC_PATH="atc/lib64"
  231. ATC_BIN_PATH="atc/bin"
  232. FWK_BIN_PATH="fwkacllib/bin"
  233. NNENGINE_PATH="plugin/nnengine/ge_config"
  234. OPSKERNEL_PATH="plugin/opskernel"
  235. ATC_LIB=("libc_sec.so" "libge_common.so" "libge_compiler.so" "libgraph.so" "libregister.so")
  236. FWK_LIB=("libge_common.so" "libge_runner.so" "libgraph.so" "libregister.so")
  237. PLUGIN_OPSKERNEL=("libge_local_engine.so" "libge_local_opskernel_builder.so" "libhost_cpu_engine.so" "libhost_cpu_opskernel_builder.so" "optimizer_priority.pbtxt")
  238. PARSER_LIB=("lib_caffe_parser.so" "libfmk_onnx_parser.so" "libfmk_parser.so" "libparser_common.so")
  239. rm -rf ${OUTPUT_PATH:?}/${FWK_PATH}/
  240. rm -rf ${OUTPUT_PATH:?}/${ACL_PATH}/
  241. rm -rf ${OUTPUT_PATH:?}/${ATC_PATH}/
  242. rm -rf ${OUTPUT_PATH:?}/${ATC_BIN_PATH}/
  243. rm -rf ${OUTPUT_PATH:?}/${FWK_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. mk_dir "${OUTPUT_PATH}/${FWK_BIN_PATH}"
  251. cd "${OUTPUT_PATH}"
  252. find ./ -name graphengine_lib.tar -exec rm {} \;
  253. cp ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH}/engine_conf.json ${OUTPUT_PATH}/${FWK_PATH}/${NNENGINE_PATH}
  254. cp ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH}/engine_conf.json ${OUTPUT_PATH}/${ATC_PATH}/${NNENGINE_PATH}
  255. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name libengine.so -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH}/${NNENGINE_PATH}/../ \;
  256. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name libengine.so -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH}/${NNENGINE_PATH}/../ \;
  257. MAX_DEPTH=1
  258. if [ "x${PLATFORM}" = "xall" ] || [ "x${PLATFORM}" = "xinference" ]
  259. then
  260. MAX_DEPTH=2
  261. fi
  262. for lib in "${PLUGIN_OPSKERNEL[@]}";
  263. do
  264. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth ${MAX_DEPTH} -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH}/${OPSKERNEL_PATH} \;
  265. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth ${MAX_DEPTH} -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH}/${OPSKERNEL_PATH} \;
  266. done
  267. for lib in "${PARSER_LIB[@]}";
  268. do
  269. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH} \;
  270. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH} \;
  271. done
  272. for lib in "${FWK_LIB[@]}";
  273. do
  274. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${FWK_PATH} \;
  275. done
  276. for lib in "${ATC_LIB[@]}";
  277. do
  278. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "$lib" -exec cp -f {} ${OUTPUT_PATH}/${ATC_PATH} \;
  279. done
  280. find ./lib/atclib -name atc.bin -exec cp {} "${OUTPUT_PATH}/${ATC_BIN_PATH}" \;
  281. find ./lib/fwkacl -name atc.bin -exec cp {} "${OUTPUT_PATH}/${FWK_BIN_PATH}" \;
  282. find ${OUTPUT_PATH}/${GRAPHENGINE_LIB_PATH} -maxdepth 1 -name "libascendcl.so" -exec cp -f {} ${OUTPUT_PATH}/${ACL_PATH} \;
  283. if [ "x${PLATFORM}" = "xtrain" ]
  284. then
  285. tar -cf graphengine_lib.tar fwkacllib
  286. elif [ "x${PLATFORM}" = "xinference" ]
  287. then
  288. tar -cf graphengine_lib.tar acllib atc
  289. elif [ "x${PLATFORM}" = "xall" ]
  290. then
  291. tar -cf graphengine_lib.tar fwkacllib acllib atc
  292. fi
  293. }
  294. if [[ "X$ENABLE_GE_UT" = "Xoff" && "X$MINDSPORE_MODE" = "Xoff" ]]; then
  295. generate_package
  296. elif [ "X$MINDSPORE_MODE" = "Xon" ]
  297. then
  298. cd "${OUTPUT_PATH}"
  299. find ./ -name graphengine_lib.tar -exec rm {} \;
  300. tar -cf graphengine_lib.tar lib
  301. fi
  302. echo "---------------- GraphEngine package archive generated ----------------"

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