You can not select more than 25 topics
			Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
		
		
		
		
		
			
		
			
				
					
					
						
							701 lines
						
					
					
						
							24 KiB
						
					
					
				
			
		
		
	
	
							701 lines
						
					
					
						
							24 KiB
						
					
					
				#!/bin/bash
 | 
						|
# Copyright 2019 Huawei Technologies Co., Ltd
 | 
						|
#
 | 
						|
# Licensed under the Apache License, Version 2.0 (the "License");
 | 
						|
# you may not use this file except in compliance with the License.
 | 
						|
# You may obtain a copy of the License at
 | 
						|
#
 | 
						|
# http://www.apache.org/licenses/LICENSE-2.0
 | 
						|
#
 | 
						|
# Unless required by applicable law or agreed to in writing, software
 | 
						|
# distributed under the License is distributed on an "AS IS" BASIS,
 | 
						|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 | 
						|
# See the License for the specific language governing permissions and
 | 
						|
# limitations under the License.
 | 
						|
# ============================================================================
 | 
						|
 | 
						|
set -e
 | 
						|
BASEPATH=$(cd "$(dirname $0)"; pwd)
 | 
						|
CUDA_PATH=""
 | 
						|
export BUILD_PATH="${BASEPATH}/build/"
 | 
						|
# print usage message
 | 
						|
usage()
 | 
						|
{
 | 
						|
  echo "Usage:"
 | 
						|
  echo "bash build.sh [-d] [-r] [-v] [-c on|off] [-t on|off] [-g on|off] [-h] [-b ge] [-m infer|train] \\"
 | 
						|
  echo "              [-a on|off] [-p on|off] [-i] [-L] [-R] [-D on|off] [-j[n]] [-e gpu|ascend|cpu|npu] \\"
 | 
						|
  echo "              [-P on|off] [-z [on|off]] [-M on|off] [-V 9.2|10.1|310|910] [-I arm64|arm32|x86_64] [-K] \\"
 | 
						|
  echo "              [-B on|off] [-E] [-l on|off] [-n full|lite|off] [-T on|off] \\"
 | 
						|
  echo "              [-A [cpp|java|object-c] [-C on|off] [-o on|off] [-S on|off] [-k on|off] [-W sse|neon|avx|off] \\"
 | 
						|
  echo ""
 | 
						|
  echo "Options:"
 | 
						|
  echo "    -d Debug mode"
 | 
						|
  echo "    -r Release mode, default mode"
 | 
						|
  echo "    -v Display build command"
 | 
						|
  echo "    -c Enable code coverage, default off"
 | 
						|
  echo "    -t Run testcases, default on"
 | 
						|
  echo "    -g Use glog to output log, default on"
 | 
						|
  echo "    -h Print usage"
 | 
						|
  echo "    -b Select other backend, available: \\"
 | 
						|
  echo "           ge:graph engine"
 | 
						|
  echo "    -m Select graph engine backend mode, available: infer, train, default is infer"
 | 
						|
  echo "    -a Enable ASAN, default off"
 | 
						|
  echo "    -p Enable pipeline profile, print to stdout, default off"
 | 
						|
  echo "    -R Enable pipeline profile, record to json, default off"
 | 
						|
  echo "    -i Enable increment building, default off"
 | 
						|
  echo "    -L Enable load ANF-IR as input of 'infer', default off"
 | 
						|
  echo "    -j[n] Set the threads when building (Default: -j8)"
 | 
						|
  echo "    -e Use cpu, gpu, npu or ascend"
 | 
						|
  echo "    -P Enable dump anf graph to file in ProtoBuffer format, default on"
 | 
						|
  echo "    -D Enable dumping of function graph ir, default on"
 | 
						|
  echo "    -z Compile dataset & mindrecord, default on"
 | 
						|
  echo "    -n Compile minddata with mindspore lite, available: off, lite, full, lite_cv, full mode in lite train and lite_cv, wrapper mode in lite predict"
 | 
						|
  echo "    -M Enable MPI and NCCL for GPU training, gpu default on"
 | 
						|
  echo "    -V Specify the device version, if -e gpu, default CUDA 10.1, if -e ascend, default Ascend 910"
 | 
						|
  echo "    -I Enable compiling mindspore lite for arm64, arm32 or x86_64, default disable mindspore lite compilation"
 | 
						|
  echo "    -K Compile with AKG, default on"
 | 
						|
  echo "    -B Enable debugger, default on"
 | 
						|
  echo "    -E Enable IBVERBS for parameter server, default off"
 | 
						|
  echo "    -l Compile with python dependency, default on"
 | 
						|
  echo "    -A Language used by mindspore lite, default cpp"
 | 
						|
  echo "    -T Enable on-device training, default off"
 | 
						|
  echo "    -C Enable mindspore lite converter compilation, enabled when -I is specified, default on"
 | 
						|
  echo "    -o Enable mindspore lite tools compilation, enabled when -I is specified, default on"
 | 
						|
  echo "    -S Enable enable download cmake compile dependency from gitee , default off"
 | 
						|
  echo "    -k Enable make clean, clean up compilation generated cache "
 | 
						|
  echo "    -W Enable x86_64 SSE or AVX instruction set, use [sse|avx|neon|off], default off"
 | 
						|
}
 | 
						|
 | 
						|
# check value of input is 'on' or 'off'
 | 
						|
# usage: check_on_off arg_value arg_name
 | 
						|
check_on_off()
 | 
						|
{
 | 
						|
  if [[ "X$1" != "Xon" && "X$1" != "Xoff" ]]; then
 | 
						|
    echo "Invalid value $1 for option -$2"
 | 
						|
    usage
 | 
						|
    exit 1
 | 
						|
  fi
 | 
						|
}
 | 
						|
 | 
						|
# check and set options
 | 
						|
checkopts()
 | 
						|
{
 | 
						|
  # Init default values of build options
 | 
						|
  THREAD_NUM=8
 | 
						|
  DEBUG_MODE="off"
 | 
						|
  VERBOSE=""
 | 
						|
  ENABLE_COVERAGE="off"
 | 
						|
  RUN_TESTCASES="off"
 | 
						|
  ENABLE_BACKEND=""
 | 
						|
  TRAIN_MODE="INFER"
 | 
						|
  ENABLE_ASAN="off"
 | 
						|
  ENABLE_PROFILE="off"
 | 
						|
  INC_BUILD="off"
 | 
						|
  ENABLE_LOAD_IR="off"
 | 
						|
  ENABLE_TIMELINE="off"
 | 
						|
  ENABLE_DUMP2PROTO="on"
 | 
						|
  ENABLE_DUMP_IR="on"
 | 
						|
  COMPILE_MINDDATA="on"
 | 
						|
  COMPILE_MINDDATA_LITE="lite_cv"
 | 
						|
  ENABLE_MPI="off"
 | 
						|
  CUDA_VERSION="10.1"
 | 
						|
  COMPILE_LITE="off"
 | 
						|
  LITE_PLATFORM=""
 | 
						|
  SUPPORT_TRAIN="off"
 | 
						|
  USE_GLOG="on"
 | 
						|
  ENABLE_AKG="on"
 | 
						|
  ENABLE_ACL="off"
 | 
						|
  ENABLE_DEBUGGER="on"
 | 
						|
  ENABLE_IBVERBS="off"
 | 
						|
  ENABLE_PYTHON="on"
 | 
						|
  ENABLE_GPU="off"
 | 
						|
  ENABLE_VERBOSE="off"
 | 
						|
  ENABLE_TOOLS="on"
 | 
						|
  ENABLE_CONVERTER="on"
 | 
						|
  LITE_LANGUAGE="cpp"
 | 
						|
  ENABLE_GITEE="off"
 | 
						|
  ANDROID_STL="c++_shared"
 | 
						|
  ENABLE_MAKE_CLEAN="off"
 | 
						|
  X86_64_SIMD="off"
 | 
						|
  DEVICE_VERSION=""
 | 
						|
  DEVICE=""
 | 
						|
  ENABLE_NPU="off"
 | 
						|
  # Process the options
 | 
						|
  while getopts 'drvj:c:t:hsb:a:g:p:ie:m:l:I:LRP:D:zM:V:K:B:En:T:A:C:o:S:k:W:' opt
 | 
						|
  do
 | 
						|
    OPTARG=$(echo ${OPTARG} | tr '[A-Z]' '[a-z]')
 | 
						|
    case "${opt}" in
 | 
						|
      d)
 | 
						|
        DEBUG_MODE="on"
 | 
						|
        ;;
 | 
						|
      n)
 | 
						|
        if [[ "X$OPTARG" == "Xoff" || "X$OPTARG" == "Xlite" || "X$OPTARG" == "Xfull" || "X$OPTARG" == "Xlite_cv"  || "X$OPTARG" == "Xwrapper" ]]; then
 | 
						|
          COMPILE_MINDDATA_LITE="$OPTARG"
 | 
						|
        else
 | 
						|
          echo "Invalid value ${OPTARG} for option -n"
 | 
						|
          usage
 | 
						|
          exit 1
 | 
						|
        fi
 | 
						|
        ;;
 | 
						|
      r)
 | 
						|
        DEBUG_MODE="off"
 | 
						|
        ;;
 | 
						|
      v)
 | 
						|
        ENABLE_VERBOSE="on"
 | 
						|
        VERBOSE="VERBOSE=1"
 | 
						|
        ;;
 | 
						|
      j)
 | 
						|
        THREAD_NUM=$OPTARG
 | 
						|
        ;;
 | 
						|
      c)
 | 
						|
        check_on_off $OPTARG c
 | 
						|
        ENABLE_COVERAGE="$OPTARG"
 | 
						|
        ;;
 | 
						|
      t)
 | 
						|
        check_on_off $OPTARG t
 | 
						|
        RUN_TESTCASES="$OPTARG"
 | 
						|
        ;;
 | 
						|
      g)
 | 
						|
        check_on_off $OPTARG g
 | 
						|
        USE_GLOG="$OPTARG"
 | 
						|
        ;;
 | 
						|
      h)
 | 
						|
        usage
 | 
						|
        exit 0
 | 
						|
        ;;
 | 
						|
      b)
 | 
						|
        if [[ "X$OPTARG" != "Xge" && "X$OPTARG" != "Xcpu" ]]; then
 | 
						|
          echo "Invalid value ${OPTARG} for option -b"
 | 
						|
          usage
 | 
						|
          exit 1
 | 
						|
        fi
 | 
						|
        ENABLE_BACKEND=$(echo "$OPTARG" | tr '[a-z]' '[A-Z]')
 | 
						|
        if [[ "X$ENABLE_BACKEND" != "XCPU" ]]; then
 | 
						|
          ENABLE_CPU="on"
 | 
						|
        fi
 | 
						|
        ;;
 | 
						|
      a)
 | 
						|
        check_on_off $OPTARG a
 | 
						|
        ENABLE_ASAN="$OPTARG"
 | 
						|
        ;;
 | 
						|
      p)
 | 
						|
        check_on_off $OPTARG p
 | 
						|
        ENABLE_PROFILE="$OPTARG"
 | 
						|
        ;;
 | 
						|
      l)
 | 
						|
        check_on_off $OPTARG l
 | 
						|
        ENABLE_PYTHON="$OPTARG"
 | 
						|
        ;;
 | 
						|
      i)
 | 
						|
        INC_BUILD="on"
 | 
						|
        ;;
 | 
						|
      m)
 | 
						|
        if [[ "X$OPTARG" != "Xinfer" && "X$OPTARG" != "Xtrain" ]]; then
 | 
						|
          echo "Invalid value ${OPTARG} for option -m"
 | 
						|
          usage
 | 
						|
          exit 1
 | 
						|
        fi
 | 
						|
        TRAIN_MODE=$(echo "$OPTARG" | tr '[a-z]' '[A-Z]')
 | 
						|
        ;;
 | 
						|
      L)
 | 
						|
        ENABLE_LOAD_IR="on"
 | 
						|
        echo "build with enable load anf ir"
 | 
						|
        ;;
 | 
						|
      R)
 | 
						|
        ENABLE_TIMELINE="on"
 | 
						|
        echo "enable time_line record"
 | 
						|
        ;;
 | 
						|
      S)
 | 
						|
        check_on_off $OPTARG S
 | 
						|
        ENABLE_GITEE="$OPTARG"
 | 
						|
        echo "enable download from gitee"
 | 
						|
        ;;
 | 
						|
      k)
 | 
						|
        check_on_off $OPTARG k
 | 
						|
        ENABLE_MAKE_CLEAN="$OPTARG"
 | 
						|
        echo "enable make clean"
 | 
						|
        ;;
 | 
						|
      e)
 | 
						|
        DEVICE=$OPTARG
 | 
						|
        ;;
 | 
						|
      M)
 | 
						|
        check_on_off $OPTARG M
 | 
						|
        ENABLE_MPI="$OPTARG"
 | 
						|
        ;;
 | 
						|
      V)
 | 
						|
        DEVICE_VERSION=$OPTARG
 | 
						|
        ;;
 | 
						|
      P)
 | 
						|
        check_on_off $OPTARG p
 | 
						|
        ENABLE_DUMP2PROTO="$OPTARG"
 | 
						|
        echo "enable dump anf graph to proto file"
 | 
						|
        ;;
 | 
						|
      D)
 | 
						|
        check_on_off $OPTARG D
 | 
						|
        ENABLE_DUMP_IR="$OPTARG"
 | 
						|
        echo "enable dump function graph ir"
 | 
						|
        ;;
 | 
						|
      z)
 | 
						|
        eval ARG=\$\{$OPTIND\}
 | 
						|
        if [[ -n "$ARG" && "$ARG" != -* ]]; then
 | 
						|
          OPTARG="$ARG"
 | 
						|
          check_on_off $OPTARG z
 | 
						|
          OPTIND=$((OPTIND + 1))
 | 
						|
        else
 | 
						|
          OPTARG=""
 | 
						|
        fi
 | 
						|
        if [[ "X$OPTARG" == "Xoff" ]]; then
 | 
						|
          COMPILE_MINDDATA="off"
 | 
						|
        fi
 | 
						|
        ;;
 | 
						|
      I)
 | 
						|
        COMPILE_LITE="on"
 | 
						|
        if [[ "$OPTARG" == "arm64" ]]; then
 | 
						|
          ENABLE_CONVERTER="off"
 | 
						|
          RUN_TESTCASES="on"
 | 
						|
          LITE_PLATFORM="arm64"
 | 
						|
        elif [[ "$OPTARG" == "arm32" ]]; then
 | 
						|
          ENABLE_CONVERTER="off"
 | 
						|
          RUN_TESTCASES="on"
 | 
						|
          LITE_PLATFORM="arm32"
 | 
						|
        elif [[ "$OPTARG" == "x86_64" ]]; then
 | 
						|
          ENABLE_CONVERTER="on"
 | 
						|
          RUN_TESTCASES="on"
 | 
						|
          LITE_PLATFORM="x86_64"
 | 
						|
        else
 | 
						|
          echo "-I parameter must be arm64、arm32 or x86_64"
 | 
						|
          exit 1
 | 
						|
        fi
 | 
						|
        ;;
 | 
						|
      K)
 | 
						|
        ENABLE_AKG="on"
 | 
						|
        echo "enable compile with akg"
 | 
						|
        ;;
 | 
						|
      B)
 | 
						|
        check_on_off $OPTARG B
 | 
						|
        ENABLE_DEBUGGER="$OPTARG"
 | 
						|
        ;;
 | 
						|
      E)
 | 
						|
        ENABLE_IBVERBS="on"
 | 
						|
        echo "enable IBVERBS for parameter server"
 | 
						|
        ;;
 | 
						|
      T)
 | 
						|
        check_on_off $OPTARG T
 | 
						|
        SUPPORT_TRAIN=$OPTARG
 | 
						|
        COMPILE_MINDDATA_LITE="full"
 | 
						|
        echo "support train on device "
 | 
						|
        ;;
 | 
						|
      A)
 | 
						|
        COMPILE_LITE="on"
 | 
						|
        if [[ "$OPTARG" == "cpp" ]]; then
 | 
						|
          LITE_LANGUAGE="cpp"
 | 
						|
          ANDROID_STL="c++_shared"
 | 
						|
        elif [[ "$OPTARG" == "java" ]]; then
 | 
						|
          LITE_LANGUAGE="java"
 | 
						|
          ENABLE_CONVERTER="off"
 | 
						|
          ANDROID_STL="c++_static"
 | 
						|
          RUN_TESTCASES="off"
 | 
						|
          ENABLE_TOOLS="off"
 | 
						|
        elif [[ "$OPTARG" == "object-c" ]]; then
 | 
						|
          LITE_LANGUAGE="object-c"
 | 
						|
        else
 | 
						|
          echo "-A parameter must be cpp, java or object-c"
 | 
						|
          exit 1
 | 
						|
        fi
 | 
						|
        ;;
 | 
						|
      C)
 | 
						|
        check_on_off $OPTARG C
 | 
						|
        ENABLE_CONVERTER="$OPTARG"
 | 
						|
        ;;
 | 
						|
      o)
 | 
						|
        check_on_off $OPTARG o
 | 
						|
        ENABLE_TOOLS="$OPTARG"
 | 
						|
        ;;
 | 
						|
      W)
 | 
						|
        if [[ "$OPTARG" != "sse" && "$OPTARG" != "off" && "$OPTARG" != "avx" && "$OPTARG" != "neon" ]]; then
 | 
						|
          echo "Invalid value ${OPTARG} for option -W, -W parameter must be sse|neon|avx|off"
 | 
						|
          usage
 | 
						|
          exit 1
 | 
						|
        fi
 | 
						|
        if [[ "$OPTARG" == "sse" || "$OPTARG" == "avx" ]]; then
 | 
						|
          X86_64_SIMD="$OPTARG"
 | 
						|
        fi
 | 
						|
        ;;
 | 
						|
      *)
 | 
						|
        echo "Unknown option ${opt}!"
 | 
						|
        usage
 | 
						|
        exit 1
 | 
						|
    esac
 | 
						|
  done
 | 
						|
 | 
						|
  # Parse device
 | 
						|
  # Process build option
 | 
						|
  if [[ "X$DEVICE" == "Xgpu" ]]; then
 | 
						|
    ENABLE_GPU="on"
 | 
						|
    ENABLE_CPU="on"
 | 
						|
    ENABLE_MPI="on"
 | 
						|
    # version default 10.1
 | 
						|
    if [[ "X$DEVICE_VERSION" == "X" ]]; then
 | 
						|
      DEVICE_VERSION=10.1
 | 
						|
    fi
 | 
						|
    if [[ "X$DEVICE_VERSION" != "X9.2" && "X$DEVICE_VERSION" != "X10.1" ]]; then
 | 
						|
      echo "Invalid value ${DEVICE_VERSION} for option -V"
 | 
						|
      usage
 | 
						|
      exit 1
 | 
						|
    fi
 | 
						|
    if [[ "X$DEVICE_VERSION" == "X9.2" ]]; then
 | 
						|
      echo "Unsupported CUDA version 9.2"
 | 
						|
      exit 1
 | 
						|
    fi
 | 
						|
    CUDA_VERSION="$DEVICE_VERSION"
 | 
						|
  elif [[ "X$DEVICE" == "Xd" || "X$DEVICE" == "Xascend" ]]; then
 | 
						|
    # version default 910
 | 
						|
    if [[ "X$DEVICE_VERSION" == "X" ]]; then
 | 
						|
      DEVICE_VERSION=910
 | 
						|
    fi
 | 
						|
    if [[ "X$DEVICE_VERSION" == "X310" ]]; then
 | 
						|
      ENABLE_ACL="on"
 | 
						|
    elif [[ "X$DEVICE_VERSION" == "X910" ]]; then
 | 
						|
      ENABLE_D="on"
 | 
						|
      ENABLE_CPU="on"
 | 
						|
    else
 | 
						|
      echo "Invalid value ${DEVICE_VERSION} for option -V"
 | 
						|
      usage
 | 
						|
      exit 1
 | 
						|
    fi
 | 
						|
  elif [[ "X$DEVICE" == "Xnpu" ]]; then
 | 
						|
    ENABLE_NPU="on"
 | 
						|
    ENABLE_CPU="on"
 | 
						|
  elif [[ "X$DEVICE" == "Xcpu" ]]; then
 | 
						|
    ENABLE_CPU="on"
 | 
						|
  elif [[ "X$DEVICE" == "X" ]]; then
 | 
						|
    :
 | 
						|
  else
 | 
						|
    echo "Invalid value ${DEVICE} for option -e"
 | 
						|
    usage
 | 
						|
    exit 1
 | 
						|
  fi
 | 
						|
}
 | 
						|
 | 
						|
checkopts "$@"
 | 
						|
echo "---------------- MindSpore: build start ----------------"
 | 
						|
mkdir -pv "${BUILD_PATH}/package/mindspore/lib"
 | 
						|
git submodule update --init graphengine
 | 
						|
if [[ "X$ENABLE_AKG" = "Xon" ]] && [[ "X$ENABLE_D" = "Xon" || "X$ENABLE_GPU" = "Xon" ]]; then
 | 
						|
    git submodule update --init --recursive akg
 | 
						|
fi
 | 
						|
 | 
						|
build_exit()
 | 
						|
{
 | 
						|
    echo "$@" >&2
 | 
						|
    stty echo
 | 
						|
    exit 1
 | 
						|
}
 | 
						|
 | 
						|
# Create building path
 | 
						|
build_mindspore()
 | 
						|
{
 | 
						|
    echo "start build mindspore project."
 | 
						|
    mkdir -pv "${BUILD_PATH}/mindspore"
 | 
						|
    cd "${BUILD_PATH}/mindspore"
 | 
						|
    CMAKE_ARGS="-DDEBUG_MODE=$DEBUG_MODE -DBUILD_PATH=$BUILD_PATH"
 | 
						|
    CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_LOAD_ANF_IR=$ENABLE_LOAD_IR"
 | 
						|
    if [[ "X$ENABLE_COVERAGE" = "Xon" ]]; then
 | 
						|
      CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_COVERAGE=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$RUN_TESTCASES" = "Xon" ]]; then
 | 
						|
      CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_TESTCASES=ON"
 | 
						|
    fi
 | 
						|
    if [[ -n "$ENABLE_BACKEND" ]]; then
 | 
						|
      CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_${ENABLE_BACKEND}=ON"
 | 
						|
    fi
 | 
						|
    if [[ -n "$TRAIN_MODE" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_${TRAIN_MODE}=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_ASAN" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_ASAN=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_PROFILE" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_PROFILE=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_TIMELINE" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_TIMELINE=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_DUMP2PROTO" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DUMP_PROTO=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_GITEE" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GITEE=ON"
 | 
						|
    fi
 | 
						|
    CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DUMP_IR=${ENABLE_DUMP_IR}"
 | 
						|
    CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_PYTHON=${ENABLE_PYTHON}"
 | 
						|
    if [[ "X$ENABLE_MPI" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_MPI=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_D" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_D=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_GPU" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GPU=ON -DUSE_CUDA=ON -DCUDA_PATH=$CUDA_PATH -DMS_REQUIRE_CUDA_VERSION=${CUDA_VERSION}"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_CPU" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_CPU=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$COMPILE_MINDDATA" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_MINDDATA=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$USE_GLOG" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DUSE_GLOG=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_AKG" = "Xon" ]] && [[ "X$ENABLE_D" = "Xon" || "X$ENABLE_GPU" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_AKG=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_ACL" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_ACL=ON"
 | 
						|
    fi
 | 
						|
    if [[ "X$ENABLE_DEBUGGER" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DEBUGGER=ON"
 | 
						|
    fi
 | 
						|
 | 
						|
    if [[ "X$ENABLE_IBVERBS" = "Xon" ]]; then
 | 
						|
        CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_IBVERBS=ON"
 | 
						|
    fi
 | 
						|
    echo "${CMAKE_ARGS}"
 | 
						|
    if [[ "X$INC_BUILD" = "Xoff" ]]; then
 | 
						|
      cmake ${CMAKE_ARGS} ../..
 | 
						|
    fi
 | 
						|
    if [[ -n "$VERBOSE" ]]; then
 | 
						|
      CMAKE_VERBOSE="--verbose"
 | 
						|
    fi
 | 
						|
    cmake --build . --target package ${CMAKE_VERBOSE} -j$THREAD_NUM
 | 
						|
    echo "success building mindspore project!"
 | 
						|
}
 | 
						|
 | 
						|
checkndk() {
 | 
						|
    if [ "${ANDROID_NDK}" ]; then
 | 
						|
        echo -e "\e[31mANDROID_NDK_PATH=$ANDROID_NDK  \e[0m"
 | 
						|
    else
 | 
						|
        echo -e "\e[31mplease set ANDROID_NDK in environment variable for example: export ANDROID_NDK=/root/usr/android-ndk-r20b/ \e[0m"
 | 
						|
        exit 1
 | 
						|
    fi
 | 
						|
}
 | 
						|
 | 
						|
checkddk() {
 | 
						|
    if [ "${HWHIAI_DDK}" ]; then
 | 
						|
        echo -e "\e[31mHWHIAI_DDK=$HWHIAI_DDK  \e[0m"
 | 
						|
    else
 | 
						|
        echo -e "\e[31mplease set HWHIAI_DDK in environment variable for example: export HWHIAI_DDK=/root/usr/hwhiai-ddk-100.500.010.010/ \e[0m"
 | 
						|
        exit 1
 | 
						|
    fi
 | 
						|
}
 | 
						|
 | 
						|
get_version() {
 | 
						|
    VERSION_MAJOR=$(grep "const int ms_version_major =" ${BASEPATH}/mindspore/lite/include/version.h | tr -dc "[0-9]")
 | 
						|
    VERSION_MINOR=$(grep "const int ms_version_minor =" ${BASEPATH}/mindspore/lite/include/version.h | tr -dc "[0-9]")
 | 
						|
    VERSION_REVISION=$(grep "const int ms_version_revision =" ${BASEPATH}/mindspore/lite/include/version.h | tr -dc "[0-9]")
 | 
						|
    VERSION_STR=${VERSION_MAJOR}.${VERSION_MINOR}.${VERSION_REVISION}
 | 
						|
}
 | 
						|
 | 
						|
build_lite()
 | 
						|
{
 | 
						|
    get_version
 | 
						|
    echo "============ Start building MindSpore Lite ${VERSION_STR} ============"
 | 
						|
 | 
						|
    LITE_ENABLE_GPU=${ENABLE_GPU}
 | 
						|
    LITE_ENABLE_NPU=${ENABLE_NPU}
 | 
						|
    if [ "${DEVICE}" == "" ] && [ "${LITE_PLATFORM}" == "arm64" ]; then
 | 
						|
      LITE_ENABLE_GPU="on"
 | 
						|
      LITE_ENABLE_NPU="on"
 | 
						|
    fi
 | 
						|
 | 
						|
    if [ "${LITE_ENABLE_GPU}" == "on" ] || [ $1 == "arm64" ]; then
 | 
						|
      LITE_ENABLE_GPU="on"
 | 
						|
      echo "start get opencl"
 | 
						|
    fi
 | 
						|
    if [ "${LITE_ENABLE_NPU}" == "on" ]; then
 | 
						|
      checkddk
 | 
						|
    fi
 | 
						|
 | 
						|
    cd "${BASEPATH}/mindspore/lite"
 | 
						|
    if [[ "${INC_BUILD}" == "off" || $2 == "off" ]]; then
 | 
						|
        rm -rf build
 | 
						|
    fi
 | 
						|
    mkdir -pv build
 | 
						|
    cd build
 | 
						|
    BUILD_TYPE="Release"
 | 
						|
    if [[ "${DEBUG_MODE}" == "on" ]]; then
 | 
						|
      BUILD_TYPE="Debug"
 | 
						|
    fi
 | 
						|
 | 
						|
    if [[ "${LITE_PLATFORM}" == "arm64" || $1 == "arm64" ]]; then
 | 
						|
        checkndk
 | 
						|
        cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19"      \
 | 
						|
              -DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="arm64-v8a" -DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang"  \
 | 
						|
              -DANDROID_STL=${ANDROID_STL} -DCMAKE_BUILD_TYPE=${BUILD_TYPE} -DSUPPORT_TRAIN=${SUPPORT_TRAIN}                     \
 | 
						|
              -DPLATFORM_ARM64=on -DENABLE_NEON=on -DENABLE_FP16="off"      \
 | 
						|
              -DENABLE_TOOLS=${ENABLE_TOOLS} -DENABLE_CONVERTER=${ENABLE_CONVERTER} -DBUILD_TESTCASES=${RUN_TESTCASES} \
 | 
						|
              -DSUPPORT_GPU=${LITE_ENABLE_GPU} -DSUPPORT_NPU=${LITE_ENABLE_NPU} -DENABLE_V0=on \
 | 
						|
              -DOFFLINE_COMPILE=${OPENCL_OFFLINE_COMPILE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
 | 
						|
              -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp -DMS_VERSION_MAJOR=${VERSION_MAJOR}                           \
 | 
						|
              -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} -DENABLE_VERBOSE=${ENABLE_VERBOSE} \
 | 
						|
              "${BASEPATH}/mindspore/lite"
 | 
						|
    elif [[ "${LITE_PLATFORM}" == "arm32" || $1 == "arm32" ]]; then
 | 
						|
        checkndk
 | 
						|
        cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19"      \
 | 
						|
              -DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="armeabi-v7a" -DANDROID_TOOLCHAIN_NAME="clang"                      \
 | 
						|
              -DANDROID_STL=${ANDROID_STL}  -DCMAKE_BUILD_TYPE=${BUILD_TYPE}                                                      \
 | 
						|
              -DPLATFORM_ARM32=on -DENABLE_NEON=on -DSUPPORT_TRAIN=${SUPPORT_TRAIN}  \
 | 
						|
              -DENABLE_TOOLS=${ENABLE_TOOLS} -DENABLE_CONVERTER=${ENABLE_CONVERTER} -DBUILD_TESTCASES=${RUN_TESTCASES} \
 | 
						|
              -DSUPPORT_GPU=${LITE_ENABLE_GPU} -DSUPPORT_NPU=${ENABLE_NPU} -DENABLE_V0=on \
 | 
						|
              -DOFFLINE_COMPILE=${OPENCL_OFFLINE_COMPILE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
 | 
						|
              -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp -DMS_VERSION_MAJOR=${VERSION_MAJOR}                           \
 | 
						|
              -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} -DENABLE_VERBOSE=${ENABLE_VERBOSE} \
 | 
						|
               "${BASEPATH}/mindspore/lite"
 | 
						|
    else
 | 
						|
        cmake -DPLATFORM_ARM64=off -DSUPPORT_TRAIN=${SUPPORT_TRAIN}   \
 | 
						|
        -DENABLE_TOOLS=${ENABLE_TOOLS} -DENABLE_CONVERTER=${ENABLE_CONVERTER} -DBUILD_TESTCASES=${RUN_TESTCASES} \
 | 
						|
        -DCMAKE_BUILD_TYPE=${BUILD_TYPE} -DSUPPORT_GPU=${LITE_ENABLE_GPU} -DSUPPORT_NPU=${ENABLE_NPU} \
 | 
						|
        -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} -DENABLE_V0=on \
 | 
						|
        -DOFFLINE_COMPILE=${OPENCL_OFFLINE_COMPILE} -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp  \
 | 
						|
        -DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
 | 
						|
        -DENABLE_VERBOSE=${ENABLE_VERBOSE} -DX86_64_SIMD=${X86_64_SIMD} "${BASEPATH}/mindspore/lite"
 | 
						|
    fi
 | 
						|
    make -j$THREAD_NUM && make install && make package
 | 
						|
 | 
						|
    if [[ $? -ne 0 ]]; then
 | 
						|
        echo "---------------- mindspore lite: build failed ----------------"
 | 
						|
        exit 1
 | 
						|
    else
 | 
						|
        mv ${BASEPATH}/output/tmp/*.tar.gz* ${BASEPATH}/output/
 | 
						|
        rm -rf ${BASEPATH}/output/tmp/
 | 
						|
        echo "---------------- mindspore lite: build success ----------------"
 | 
						|
        if [[ "X$LITE_LANGUAGE" = "Xcpp" ]]; then
 | 
						|
            exit 0
 | 
						|
        fi
 | 
						|
    fi
 | 
						|
}
 | 
						|
 | 
						|
build_lite_java_arm64() {
 | 
						|
    # build mindspore-lite arm64
 | 
						|
    if [[ "X$INC_BUILD" = "Xoff" ]] || [[ ! -f "${BASEPATH}/output/mindspore-lite-${VERSION_STR}-inference-android-aarch64.tar.gz" ]]; then
 | 
						|
      build_lite "arm64" "off"
 | 
						|
    fi
 | 
						|
    # copy arm64 so
 | 
						|
    cd ${BASEPATH}/output/
 | 
						|
    rm -rf mindspore-lite-${VERSION_STR}-inference-android-aarch64
 | 
						|
    tar -zxvf mindspore-lite-${VERSION_STR}-inference-android-aarch64.tar.gz
 | 
						|
    [ -n "${JAVA_PATH}" ] && rm -rf ${JAVA_PATH}/java/app/libs/arm64-v8a/
 | 
						|
    mkdir -p ${JAVA_PATH}/java/app/libs/arm64-v8a/
 | 
						|
    cp ${BASEPATH}/output/mindspore-lite-${VERSION_STR}-inference-android-aarch64/lib/libmindspore-lite.so ${JAVA_PATH}/java/app/libs/arm64-v8a/
 | 
						|
    echo mindspore-lite-${VERSION_STR}-inference-android-aarch64
 | 
						|
    [ -n "${VERSION_STR}" ] && rm -rf mindspore-lite-${VERSION_STR}-inference-android-aarch64
 | 
						|
}
 | 
						|
 | 
						|
build_lite_java_arm32() {
 | 
						|
    # build mindspore-lite arm32
 | 
						|
    if [[ "X$INC_BUILD" = "Xoff" ]] || [[ ! -f "${BASEPATH}/output/mindspore-lite-${VERSION_STR}-inference-android-aarch32.tar.gz" ]]; then
 | 
						|
      build_lite  "arm32" "off"
 | 
						|
    fi
 | 
						|
    # copy arm32 so
 | 
						|
    cd ${BASEPATH}/output/
 | 
						|
    rm -rf mindspore-lite-${VERSION_STR}-inference-android-aarch32
 | 
						|
    tar -zxvf mindspore-lite-${VERSION_STR}-inference-android-aarch32.tar.gz
 | 
						|
    [ -n "${JAVA_PATH}" ] && rm -rf ${JAVA_PATH}/java/app/libs/armeabi-v7a/
 | 
						|
    mkdir -p ${JAVA_PATH}/java/app/libs/armeabi-v7a/
 | 
						|
    cp ${BASEPATH}/output/mindspore-lite-${VERSION_STR}-inference-android-aarch32/lib/libmindspore-lite.so ${JAVA_PATH}/java/app/libs/armeabi-v7a/
 | 
						|
    [ -n "${VERSION_STR}" ] && rm -rf mindspore-lite-${VERSION_STR}-inference-android-aarch32
 | 
						|
}
 | 
						|
 | 
						|
build_jni_arm64() {
 | 
						|
    # build jni so
 | 
						|
    cd "${BASEPATH}/mindspore/lite/build"
 | 
						|
    rm -rf java
 | 
						|
    mkdir -pv java
 | 
						|
    cd java
 | 
						|
    cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19"      \
 | 
						|
          -DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="arm64-v8a" -DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang"  \
 | 
						|
          -DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
 | 
						|
          -DANDROID_STL="c++_static" -DCMAKE_BUILD_TYPE=${BUILD_TYPE} -DENABLE_VERBOSE=${ENABLE_VERBOSE} \
 | 
						|
          -DPLATFORM_ARM64=on "${JAVA_PATH}/java/app/src/main/native"
 | 
						|
    make -j$THREAD_NUM
 | 
						|
    if [[ $? -ne 0 ]]; then
 | 
						|
        echo "---------------- mindspore lite: build jni arm64 failed----------------"
 | 
						|
        exit 1
 | 
						|
    fi
 | 
						|
    mkdir -p ${JAVA_PATH}/java/app/libs/arm64-v8a/
 | 
						|
    cp ${BASEPATH}/mindspore/lite/build/java/libmindspore-lite-jni.so ${JAVA_PATH}/java/app/libs/arm64-v8a/
 | 
						|
}
 | 
						|
 | 
						|
build_jni_arm32() {
 | 
						|
    # build jni so
 | 
						|
    cd "${BASEPATH}/mindspore/lite/build"
 | 
						|
    rm -rf java
 | 
						|
    mkdir -pv java
 | 
						|
    cd java
 | 
						|
    cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19"      \
 | 
						|
          -DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="armeabi-v7a" -DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang"  \
 | 
						|
          -DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
 | 
						|
          -DANDROID_STL="c++_static" -DCMAKE_BUILD_TYPE=${BUILD_TYPE} -DENABLE_VERBOSE=${ENABLE_VERBOSE} \
 | 
						|
          -DPLATFORM_ARM32=on "${JAVA_PATH}/java/app/src/main/native"
 | 
						|
    make -j$THREAD_NUM
 | 
						|
    if [[ $? -ne 0 ]]; then
 | 
						|
        echo "---------------- mindspore lite: build jni arm32 failed----------------"
 | 
						|
        exit 1
 | 
						|
    fi
 | 
						|
    mkdir -p ${JAVA_PATH}/java/app/libs/armeabi-v7a/
 | 
						|
    cp ${BASEPATH}/mindspore/lite/build/java/libmindspore-lite-jni.so ${JAVA_PATH}/java/app/libs/armeabi-v7a/
 | 
						|
}
 | 
						|
 | 
						|
build_java() {
 | 
						|
  JAVA_PATH=${BASEPATH}/mindspore/lite/java
 | 
						|
  LITE_ENABLE_GPU="on"
 | 
						|
  get_version
 | 
						|
  build_lite_java_arm64
 | 
						|
  build_lite_java_arm32
 | 
						|
  build_jni_arm64
 | 
						|
  build_jni_arm32
 | 
						|
 | 
						|
  # build aar
 | 
						|
  ## check sdk gradle
 | 
						|
  cd ${JAVA_PATH}/java
 | 
						|
  rm -rf .gradle build gradle gradlew gradlew.bat build app/build
 | 
						|
 | 
						|
  gradle init
 | 
						|
  gradle wrapper
 | 
						|
  ./gradlew build
 | 
						|
 | 
						|
  gradle publish -PLITE_VERSION=${VERSION_STR}
 | 
						|
 | 
						|
  cd ${JAVA_PATH}/java/app/build
 | 
						|
  zip -r mindspore-lite-maven-${VERSION_STR}.zip mindspore
 | 
						|
  # copy output
 | 
						|
  cp mindspore-lite-maven-${VERSION_STR}.zip ${BASEPATH}/output/
 | 
						|
  exit 0
 | 
						|
}
 | 
						|
 | 
						|
make_clean()
 | 
						|
{
 | 
						|
  echo "enbale make clean"
 | 
						|
  cd "${BUILD_PATH}/mindspore"
 | 
						|
  cmake --build . --target clean
 | 
						|
}
 | 
						|
 | 
						|
if [[ "X$COMPILE_LITE" = "Xon" ]]; then
 | 
						|
  if [[ "X$LITE_LANGUAGE" = "Xjava" ]]; then
 | 
						|
    build_java
 | 
						|
  else
 | 
						|
    build_lite
 | 
						|
  fi
 | 
						|
else
 | 
						|
    build_mindspore
 | 
						|
fi
 | 
						|
 | 
						|
if [[ "X$ENABLE_MAKE_CLEAN" = "Xon" ]]; then
 | 
						|
  make_clean
 | 
						|
fi
 | 
						|
 | 
						|
cp -rf ${BUILD_PATH}/package/mindspore/lib ${BUILD_PATH}/../mindspore
 | 
						|
cp -rf ${BUILD_PATH}/package/mindspore/*.so ${BUILD_PATH}/../mindspore
 | 
						|
 | 
						|
echo "---------------- mindspore: build end   ----------------"
 |