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#!/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 $0)"; pwd)
CUDA_PATH=""
CUDNN_PATH=""
export BUILD_PATH="${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] [-Q on|off] [-p on|off] [-i] [-L] [-R] [-D on|off] [-j[n]] [-e gpu|d|cpu] \\"
echo " [-P on|off] [-z [on|off]] [-M on|off] [-V 9.2|10.1] [-I arm64|arm32|x86_64] [-K] \\"
echo " [-B on|off] [-w on|off] [-E] [-l on|off] [-n full|lite|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 gpu, d or cpu"
echo " -P Enable dump anf graph to file in ProtoBuffer format, default on"
echo " -Q Enable dump memory, default off"
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, default is lite"
echo " -M Enable MPI and NCCL for GPU training, gpu default on"
echo " -V Specify the minimum required cuda version, default CUDA 10.1"
echo " -I Enable compiling mindspore lite for arm64, arm32 or x86_64, default disable mindspore lite compiling"
echo " -K Compile with AKG, default on"
echo " -s Enable serving module, default off"
echo " -w Enable acl module, default off"
echo " -B Enable debugger, default off"
echo " -E Enable IBVERBS for parameter server, default off"
echo " -l Compile with python dependency, default on"
}
# 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 -$2"
usage
exit 1
fi
}
# check and set options
checkopts()
{
# Init default values of build options
THREAD_NUM=8
DEBUG_MODE="off"
VERBOSE=""
ENABLE_COVERAGE="off"
RUN_TESTCASES="off"
ENABLE_BACKEND=""
TRAIN_MODE="INFER"
ENABLE_ASAN="off"
ENABLE_PROFILE="off"
INC_BUILD="off"
ENABLE_LOAD_IR="off"
ENABLE_TIMELINE="off"
ENABLE_DUMP2PROTO="on"
ENABLE_DUMPE2E="off"
ENABLE_DUMP_IR="on"
COMPILE_MINDDATA="on"
COMPILE_MINDDATA_LITE="off"
ENABLE_MPI="off"
CUDA_VERSION="10.1"
COMPILE_LITE="off"
LITE_PLATFORM=""
SUPPORT_TRAIN="off"
USE_GLOG="on"
ENABLE_AKG="on"
ENABLE_SERVING="off"
ENABLE_ACL="off"
ENABLE_DEBUGGER="off"
ENABLE_IBVERBS="off"
ENABLE_PYTHON="on"
ENABLE_GPU="off"
# Process the options
while getopts 'drvj:c:t:hsb:a:g:p:ie:m:l:I:LRP:Q:D:zM:V:K:swB:En:T:' opt
do
OPTARG=$(echo ${OPTARG} | tr '[A-Z]' '[a-z]')
case "${opt}" in
d)
DEBUG_MODE="on"
;;
n)
if [[ "X$OPTARG" == "Xoff" || "X$OPTARG" == "Xlite" || "X$OPTARG" == "Xfull" ]]; then
COMPILE_MINDDATA_LITE="$OPTARG"
else
echo "Invalid value ${OPTARG} for option -n"
usage
exit 1
fi
;;
r)
DEBUG_MODE="off"
;;
v)
VERBOSE="VERBOSE=1"
;;
j)
THREAD_NUM=$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 "$OPTARG" | tr '[a-z]' '[A-Z]')
;;
L)
ENABLE_LOAD_IR="on"
echo "build with enable load anf ir"
;;
R)
ENABLE_TIMELINE="on"
echo "enable time_line record"
;;
e)
if [[ "X$OPTARG" == "Xgpu" ]]; then
ENABLE_GPU="on"
ENABLE_CPU="on"
ENABLE_MPI="on"
elif [[ "X$OPTARG" == "Xd" || "X$OPTARG" == "Xascend" ]]; then
ENABLE_D="on"
ENABLE_CPU="on"
ENABLE_SERVING="on"
elif [[ "X$OPTARG" == "Xcpu" ]]; then
ENABLE_CPU="on"
else
echo "Invalid value ${OPTARG} for option -e"
usage
exit 1
fi
;;
M)
check_on_off $OPTARG M
ENABLE_MPI="$OPTARG"
;;
V)
if [[ "X$OPTARG" != "X9.2" && "X$OPTARG" != "X10.1" ]]; then
echo "Invalid value ${OPTARG} for option -V"
usage
exit 1
fi
if [[ "X$OPTARG" == "X9.2" ]]; then
echo "Unsupported CUDA version 9.2"
exit 1
fi
CUDA_VERSION="$OPTARG"
;;
P)
check_on_off $OPTARG p
ENABLE_DUMP2PROTO="$OPTARG"
echo "enable dump anf graph to proto file"
;;
Q)
check_on_off $OPTARG Q
ENABLE_DUMPE2E="$OPTARG"
echo "enable dump end to end"
;;
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
LITE_PLATFORM="arm64"
elif [[ "$OPTARG" == "arm32" ]]; then
LITE_PLATFORM="arm32"
elif [[ "$OPTARG" == "x86_64" ]]; then
ENABLE_CONVERTER="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"
;;
s)
ENABLE_SERVING="on"
echo "enable serving"
;;
w)
ENABLE_SERVING="on"
echo "enable serving"
ENABLE_ACL="on"
echo "enable acl"
;;
B)
check_on_off $OPTARG B
ENABLE_DEBUGGER="on"
echo "enable debugger"
;;
E)
ENABLE_IBVERBS="on"
echo "enable IBVERBS for parameter server"
;;
T)
check_on_off $OPTARG T
SUPPORT_TRAIN=$OPTARG
echo "support train on device "
;;
*)
echo "Unknown option ${opt}!"
usage
exit 1
esac
done
}
checkopts "$@"
if [[ "X$ENABLE_GPU" = "Xon" ]] && [[ "X$ENABLE_DUMPE2E" = "Xon" ]]; then
ENABLE_DEBUGGER="on"
fi
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_DUMPE2E" = "Xon" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DUMP_E2E=ON"
fi
CMAKE_ARGS="${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 -DCUDNN_PATH=$CUDNN_PATH -DMS_REQUIRE_CUDA_VERSION=${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$ENABLE_SERVING" = "Xon" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_SERVING=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
}
gene_flatbuffer() {
FLAT_DIR="${BASEPATH}/mindspore/lite/schema"
cd ${FLAT_DIR} && rm -rf "${FLAT_DIR}/inner" && mkdir -p "${FLAT_DIR}/inner"
find . -name "*.fbs" -print0 | xargs -0 "${FLATC}" -c -b
find . -name "*.fbs" -print0 | xargs -0 "${FLATC}" -c -b --reflect-types --gen-mutable --reflect-names --gen-object-api -o "${FLAT_DIR}/inner"
FLAT_DIR="${BASEPATH}/mindspore/lite/tools/converter/parser/tflite"
cd ${FLAT_DIR}
find . -name "*.fbs" -print0 | xargs -0 "${FLATC}" -c -b --reflect-types --gen-mutable --reflect-names --gen-object-api -o "${FLAT_DIR}/"
}
build_flatbuffer() {
cd ${BASEPATH}
FLATC="${BASEPATH}"/third_party/flatbuffers/build/flatc
if [[ ! -f "${FLATC}" ]]; then
git submodule update --init --recursive third_party/flatbuffers
cd ${BASEPATH}/third_party/flatbuffers
rm -rf build && mkdir -pv build && cd build && cmake .. && make -j$THREAD_NUM
gene_flatbuffer
fi
if [[ "${INC_BUILD}" == "off" ]]; then
gene_flatbuffer
fi
}
gene_protobuf() {
PROTO_SRC_DIR="${BASEPATH}/mindspore/lite/tools/converter/parser/caffe"
find ${PROTO_SRC_DIR} -name "*.proto" -print0 | xargs -0 "${PROTOC}" -I"${PROTO_SRC_DIR}" --cpp_out="${PROTO_SRC_DIR}"
PROTO_SRC_DIR="${BASEPATH}/mindspore/lite/tools/converter/parser/onnx"
find ${PROTO_SRC_DIR} -name "*.proto" -print0 | xargs -0 "${PROTOC}" -I"${PROTO_SRC_DIR}" --cpp_out="${PROTO_SRC_DIR}"
}
build_protobuf() {
cd ${BASEPATH}
PROTOC="${BASEPATH}"/third_party/protobuf/build/bin/protoc
if [[ ! -f "${PROTOC}" ]]; then
git submodule update --init --recursive third_party/protobuf
cd ${BASEPATH}/third_party/protobuf
rm -rf build && mkdir -pv build && ./autogen.sh
./configure --prefix=${BASEPATH}/third_party/protobuf/build
make clean && make -j$THREAD_NUM && make install
gene_protobuf
fi
if [[ "${INC_BUILD}" == "off" ]]; then
gene_protobuf
fi
}
build_gtest() {
cd ${BASEPATH}
git submodule update --init --recursive third_party/googletest
}
gene_clhpp() {
CL_SRC_DIR="${BASEPATH}/mindspore/lite/src/runtime/kernel/opencl/cl"
if [ ! -d ${CL_SRC_DIR} ]; then
return
fi
cd ${CL_SRC_DIR}/
rm -rf *.inc
echo "$(cd "$(dirname $0)"; pwd)"
for file_path in "${CL_SRC_DIR}"/*
do
file="$(basename ${file_path})"
inc_file=`echo ${CL_SRC_DIR}/${file} | sed 's/$/.inc/'`
sed 's/^/\"/;s/$/ \\n\" \\/' ${CL_SRC_DIR}/${file} > ${inc_file}
kernel_name=`echo ${file} | sed s'/.\{3\}$//'`
sed -i "1i\static const char *${kernel_name}_source =\"\\n\" \\" ${inc_file}
sed -i '$a\;' ${inc_file}
done
}
gene_ocl_program() {
CL_SRC_DIR="${BASEPATH}/mindspore/lite/src/runtime/kernel/opencl/cl"
SPIRV_DIR=build/spirv
rm -rf ${SPIRV_DIR}
mkdir -pv ${SPIRV_DIR}
if [ ! -d ${CL_SRC_DIR} ]; then
return
fi
for file_path in "${CL_SRC_DIR}"/*
do
file="$(basename ${file_path})"
if [ "${file##*.}" != "cl" ]; then
continue
fi
clang -Xclang -finclude-default-header -cl-std=CL2.0 --target=spir64-unknown-unknown -emit-llvm \
-c -O0 -o ${SPIRV_DIR}/${file%.*}.bc ${CL_SRC_DIR}/${file}
done
bcs=`ls ${SPIRV_DIR}/*.bc`
llvm-link ${bcs} -o ${SPIRV_DIR}/program.bc
llvm-spirv -o ${SPIRV_DIR}/program.spv ${SPIRV_DIR}/program.bc
CL_PROGRAM_PATH="${BASEPATH}/mindspore/lite/src/runtime/kernel/opencl/cl/program.inc"
echo "#include <vector>" > ${CL_PROGRAM_PATH}
echo "std::vector<unsigned char> g_program_binary = {" >> ${CL_PROGRAM_PATH}
#hexdump -v -e '16/1 "0x%02x, " "\n"' ${SPIRV_DIR}/program.spv >> ${CL_PROGRAM_PATH}
hexdump -v -e '1/1 "0x%02x, "' ${SPIRV_DIR}/program.spv >> ${CL_PROGRAM_PATH}
echo "};" >> ${CL_PROGRAM_PATH}
echo "Compile SPIRV done"
}
build_opencl() {
cd ${BASEPATH}
git submodule update --init third_party/OpenCL-Headers
git submodule update --init third_party/OpenCL-CLHPP
if [[ "${OPENCL_OFFLINE_COMPILE}" == "on" ]]; then
gene_ocl_program
else
gene_clhpp
fi
}
build_opencv() {
cd ${BASEPATH}
if [[ "${INC_BUILD}" == "off" ]]; then
git submodule update --init --recursive third_party/opencv
cd ${BASEPATH}/third_party/opencv
rm -rf build && mkdir -p build && cd build && cmake ${CMAKE_MINDDATA_ARGS} -DBUILD_SHARED_LIBS=ON -DBUILD_ANDROID_PROJECTS=OFF \
-DBUILD_LIST=core,imgcodecs,imgproc -DBUILD_ZLIB=ON .. && make -j$THREAD_NUM
fi
}
build_jpeg_turbo() {
cd ${BASEPATH}
if [[ "${INC_BUILD}" == "off" ]]; then
git submodule update --init --recursive third_party/libjpeg-turbo
cd ${BASEPATH}/third_party/libjpeg-turbo
rm -rf build && mkdir -p build && cd build && cmake ${CMAKE_MINDDATA_ARGS} -DCMAKE_BUILD_TYPE=Release \
-DCMAKE_INSTALL_PREFIX="${BASEPATH}/third_party/libjpeg-turbo" .. && make -j$THREAD_NUM && make install
fi
}
build_eigen() {
cd ${BASEPATH}
git submodule update --init --recursive third_party/eigen
}
build_minddata_lite_deps()
{
echo "start build minddata lite project"
if [[ "${LITE_PLATFORM}" == "arm64" ]]; then
CMAKE_MINDDATA_ARGS="-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=c++_shared -DCMAKE_BUILD_TYPE=${BUILD_TYPE}"
elif [[ "${LITE_PLATFORM}" == "arm32" ]]; then
CMAKE_MINDDATA_ARGS="-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=c++_shared -DCMAKE_BUILD_TYPE=${BUILD_TYPE}"
else
CMAKE_MINDDATA_ARGS="-DCMAKE_BUILD_TYPE=${BUILD_TYPE}"
fi
build_opencv
build_eigen
build_jpeg_turbo
}
build_lite()
{
echo "start build mindspore lite project"
if [ "${ENABLE_GPU}" == "on" ] && [ "${LITE_PLATFORM}" == "arm64" ]; then
echo "start build opencl"
build_opencl
fi
if [[ "${LITE_PLATFORM}" == "x86_64" ]]; then
build_protobuf
fi
build_flatbuffer
build_gtest
if [ "${COMPILE_MINDDATA_LITE}" == "lite" ] || [ "${COMPILE_MINDDATA_LITE}" == "full" ]; then
build_minddata_lite_deps
fi
cd "${BASEPATH}/mindspore/lite"
if [[ "${INC_BUILD}" == "off" ]]; then
rm -rf build
fi
mkdir -pv build
cd build
BUILD_TYPE="Release"
if [[ "${DEBUG_MODE}" == "on" ]]; then
BUILD_TYPE="Debug"
fi
if [[ "${LITE_PLATFORM}" == "arm64" ]]; then
checkndk
cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19" \
-DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="arm64-v8a" -DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang" \
-DANDROID_STL="c++_shared" -DCMAKE_BUILD_TYPE=${BUILD_TYPE} -DSUPPORT_TRAIN=${SUPPORT_TRAIN} \
-DBUILD_DEVICE=on -DPLATFORM_ARM64=on -DBUILD_CONVERTER=off -DENABLE_NEON=on -DENABLE_FP16="off" \
-DSUPPORT_GPU=${ENABLE_GPU} -DOFFLINE_COMPILE=${OPENCL_OFFLINE_COMPILE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
-DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp "${BASEPATH}/mindspore/lite"
elif [[ "${LITE_PLATFORM}" == "arm32" ]]; then
checkndk
cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19" \
-DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="armeabi-v7a" -DANDROID_TOOLCHAIN_NAME="clang" \
-DANDROID_STL="c++_shared" -DCMAKE_BUILD_TYPE=${BUILD_TYPE} \
-DBUILD_DEVICE=on -DPLATFORM_ARM32=on -DENABLE_NEON=on -DSUPPORT_TRAIN=${SUPPORT_TRAIN} -DBUILD_CONVERTER=off \
-DSUPPORT_GPU=${ENABLE_GPU} -DOFFLINE_COMPILE=${OPENCL_OFFLINE_COMPILE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
-DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp "${BASEPATH}/mindspore/lite"
else
cmake -DBUILD_DEVICE=on -DPLATFORM_ARM64=off -DBUILD_CONVERTER=${ENABLE_CONVERTER} -DSUPPORT_TRAIN=${SUPPORT_TRAIN} \
-DCMAKE_BUILD_TYPE=${BUILD_TYPE} -DSUPPORT_GPU=${ENABLE_GPU} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
-DOFFLINE_COMPILE=${OPENCL_OFFLINE_COMPILE} -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp "${BASEPATH}/mindspore/lite"
fi
VERBOSE=2 make -j$THREAD_NUM && make install && make package
COMPILE_RET=$?
if [[ "${COMPILE_RET}" -ne 0 ]]; then
echo "---------------- mindspore lite: build failed ----------------"
exit 1
else
mv ${BASEPATH}/output/tmp/*.tar.gz* ${BASEPATH}/output/
rm -rf ${BASEPATH}/output/tmp/
echo "---------------- mindspore lite: build success ----------------"
exit 0
fi
}
if [[ "X$COMPILE_LITE" = "Xon" ]]; then
build_lite
exit
else
build_mindspore
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 ----------------"
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