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#!/bin/bash
# Copyright 2019-2021 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 ut|st] [-g on|off] [-h] [-b ge] [-m infer|train] \\"
echo " [-a on|off] [-p on|off] [-i] [-R] [-D on|off] [-j[n]] [-e gpu|ascend|cpu] \\"
echo " [-P on|off] [-z [on|off]] [-M on|off] [-V 10.1|11.1|310|910] [-I arm64|arm32|x86_64] [-K] \\"
echo " [-B on|off] [-E] [-l on|off] [-n full|lite|off] [-H on|off] \\"
echo " [-A on|off] [-S on|off] [-k on|off] [-W sse|neon|avx|off] \\"
echo " [-L Tensor-RT path] \\"
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 off"
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 " -j[n] Set the threads when building (Default: -j8)"
echo " -e Use cpu, gpu 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 " -A Enable compiling mindspore lite aar package, option: on/off, default: off"
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 " -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 for lite and avx for CPU"
echo " -H Enable hidden"
echo " -L Link and specify Tensor-RT library path, default disable Tensor-RT lib linking"
}
# 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 -$2"
usage
exit 1
fi
}
# check and set options
checkopts()
{
# Init default values of build options
THREAD_NUM=8
DEBUG_MODE="off"
VERBOSE=""
ENABLE_COVERAGE="off"
RUN_TESTCASES="off"
RUN_CPP_ST_TESTS="off"
ENABLE_BACKEND=""
TRAIN_MODE="INFER"
ENABLE_ASAN="off"
ENABLE_PROFILE="off"
INC_BUILD="off"
ENABLE_TIMELINE="off"
ENABLE_DUMP2PROTO="on"
ENABLE_DUMP_IR="on"
COMPILE_MINDDATA="on"
COMPILE_MINDDATA_LITE="lite_cv"
ENABLE_MPI="off"
CUDA_VERSION="10.1"
COMPILE_LITE="off"
LITE_PLATFORM=""
LITE_ENABLE_AAR="off"
USE_GLOG="on"
ENABLE_AKG="on"
ENABLE_ACL="off"
ENABLE_D="off"
ENABLE_DEBUGGER="on"
ENABLE_IBVERBS="off"
ENABLE_PYTHON="on"
ENABLE_GPU="off"
ENABLE_VERBOSE="off"
ENABLE_GITEE="off"
ENABLE_MAKE_CLEAN="off"
X86_64_SIMD="off"
ARM_SIMD="off"
DEVICE_VERSION=""
DEVICE=""
ENABLE_HIDDEN="on"
TENSORRT_HOME=""
# Process the options
while getopts 'drvj:c:t:hsb:a:g:p:ie:m:l:I:RP:D:zM:V:K:B:En:A:S:k:W:H:L:' opt
do
CASE_SENSIVE_ARG=${OPTARG}
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)
if [[ "X$OPTARG" == "Xon" || "X$OPTARG" == "Xut" ]]; then
RUN_TESTCASES="on"
elif [[ "X$OPTARG" == "Xoff" ]]; then
RUN_TESTCASES="off"
elif [[ "X$OPTARG" == "Xst" ]]; then
RUN_CPP_ST_TESTS="on"
else
echo "Invalid value ${OPTARG} for option -t"
usage
exit 1
fi
;;
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]')
;;
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
LITE_PLATFORM="arm64"
elif [[ "$OPTARG" == "arm32" ]]; then
LITE_PLATFORM="arm32"
elif [[ "$OPTARG" == "x86_64" ]]; then
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"
;;
A)
COMPILE_LITE="on"
if [[ "$OPTARG" == "on" ]]; then
LITE_ENABLE_AAR="on"
fi
;;
W)
if [[ "$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
if [[ "$OPTARG" == "neon" ]]; then
ARM_SIMD="$OPTARG"
fi
;;
H)
check_on_off $OPTARG H
ENABLE_HIDDEN="$OPTARG"
echo "${OPTARG} hidden"
;;
L)
ENABLE_TRT="on"
TENSORRT_HOME="$CASE_SENSIVE_ARG"
echo "Link Tensor-RT library. Path: ${CASE_SENSIVE_ARG}"
;;
*)
echo "Unknown option ${opt}!"
usage
exit 1
esac
done
if [[ "X$RUN_TESTCASES" == "Xon" && "X$DEVICE" != "X" ]]; then
echo "WARNING:Option -e can't be set while option -t on/ut is set, reset device to empty."
DEVICE=""
fi
# Parse device
# Process build option
if [[ "X$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" != "X11.1" && "X$DEVICE_VERSION" != "X10.1" ]]; then
echo "Invalid value ${DEVICE_VERSION} for option -V"
usage
exit 1
fi
CUDA_VERSION="$DEVICE_VERSION"
elif [[ "X$DEVICE" == "Xd" || "X$DEVICE" == "Xascend" ]]; then
# version default 910
if [[ "X$DEVICE_VERSION" == "X" ]]; then
DEVICE_VERSION=910
fi
# building 310 package by giving specific -V 310 instruction
if [[ "X$DEVICE_VERSION" == "X310" ]]; then
ENABLE_ACL="on"
# universal ascend package
elif [[ "X$DEVICE_VERSION" == "X910" ]]; then
ENABLE_D="on"
ENABLE_ACL="on"
ENABLE_CPU="on"
else
echo "Invalid value ${DEVICE_VERSION} for option -V"
usage
exit 1
fi
elif [[ "X$DEVICE" == "Xcpu" ]]; then
ENABLE_CPU="on"
elif [[ "X$DEVICE" == "X" ]]; then
:
else
echo "Invalid value ${DEVICE} for option -e"
usage
exit 1
fi
}
update_submodule()
{
git submodule update --init graphengine
cd "${BASEPATH}/graphengine"
git submodule update --init metadef
cd "${BASEPATH}"
if [[ "X$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=$BUILD_PATH"
if [[ "X$ENABLE_COVERAGE" = "Xon" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_COVERAGE=ON"
fi
if [[ "X$RUN_TESTCASES" = "Xon" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_TESTCASES=ON"
fi
if [[ "X$RUN_CPP_ST_TESTS" = "Xon" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_CPP_ST=ON"
fi
if [[ -n "$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="${CMAKE_ARGS} -DENABLE_CPU=ON -DX86_64_SIMD=${X86_64_SIMD} -DARM_SIMD=${ARM_SIMD}"
fi
if [[ "X$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="${CMAKE_ARGS} -DENABLE_IBVERBS=ON"
fi
if [[ "X$ENABLE_HIDDEN" = "Xoff" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_HIDDEN=OFF"
fi
if [[ "X$ENABLE_TRT" == "Xon" ]]; then
CMAKE_ARGS="${CMAKE_ARGS} -DTENSORRT_HOME=${TENSORRT_HOME}"
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 [ "${ANDROID_NDK}" ]; then
echo -e "\e[31mANDROID_NDK=$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
}
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}
}
write_commit_file() {
COMMIT_STR=$(git log -1 | grep commit)
echo ${COMMIT_STR} > "${BASEPATH}/mindspore/lite/build/.commit_id"
}
build_lite_x86_64_jni_and_jar()
{
# copy x86 so
local inference_or_train=inference
local is_train=off
cd ${BASEPATH}/output/tmp
if [ -f "mindspore-lite-${VERSION_STR}-train-linux-x64.tar.gz" ]; then
inference_or_train=train
is_train=on
fi
local pkg_name=mindspore-lite-${VERSION_STR}-${inference_or_train}-linux-x64
cd ${BASEPATH}/output/tmp/
rm -rf ${pkg_name}
tar -zxf ${BASEPATH}/output/tmp/${pkg_name}.tar.gz
rm -rf ${LITE_JAVA_PATH}/java/linux_x86/libs/ && mkdir -pv ${LITE_JAVA_PATH}/java/linux_x86/libs/
rm -rf ${LITE_JAVA_PATH}/native/libs/linux_x86/ && mkdir -pv ${LITE_JAVA_PATH}/native/libs/linux_x86/
cp ./${pkg_name}/${inference_or_train}/lib/*.so* ${LITE_JAVA_PATH}/java/linux_x86/libs/
cp ./${pkg_name}/${inference_or_train}/lib/*.so* ${LITE_JAVA_PATH}/native/libs/linux_x86/
if [ -f "mindspore-lite-${VERSION_STR}-train-linux-x64.tar.gz" ]; then
cp ./${pkg_name}/train/third_party/libjpeg-turbo/lib/*.so* ${LITE_JAVA_PATH}/java/linux_x86/libs/
cp ./${pkg_name}/train/third_party/libjpeg-turbo/lib/*.so* ${LITE_JAVA_PATH}/native/libs/linux_x86/
fi
# build jni so
cd ${BASEPATH}/mindspore/lite/build
rm -rf java/jni && mkdir -pv java/jni
cd java/jni
cmake -DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
-DCMAKE_BUILD_TYPE=${LITE_BUILD_TYPE} -DENABLE_VERBOSE=${ENABLE_VERBOSE} -DSUPPORT_TRAIN=${is_train} "${LITE_JAVA_PATH}/native/"
make -j$THREAD_NUM
if [[ $? -ne 0 ]]; then
echo "---------------- mindspore lite: build jni x86_64 failed----------------"
exit 1
fi
cp ./libmindspore-lite-jni.so ${LITE_JAVA_PATH}/java/linux_x86/libs/
cp ./libmindspore-lite-jni.so ${LITE_JAVA_PATH}/native/libs/linux_x86/
cp ./libmindspore-lite-jni.so ${BASEPATH}/output/tmp/${pkg_name}/${inference_or_train}/lib/
# build java common
cd ${LITE_JAVA_PATH}/java/common
gradle clean
gradle build
cp ${LITE_JAVA_PATH}/java/common/build/libs/mindspore-lite-java-common.jar ${LITE_JAVA_PATH}/java/linux_x86/libs/
# build jar
cd ${LITE_JAVA_PATH}/java/linux_x86/
gradle clean
gradle releaseJar
cp ./build/lib/jar/*.jar ${BASEPATH}/output/tmp/${pkg_name}/${inference_or_train}/lib/
# package
cd ${BASEPATH}/output/tmp
rm -rf ${pkg_name}.tar.gz ${pkg_name}.tar.gz.sha256
tar czf ${pkg_name}.tar.gz ${pkg_name}
sha256sum ${pkg_name}.tar.gz > ${pkg_name}.tar.gz.sha256
rm -rf ${LITE_JAVA_PATH}/java/linux_x86/libs/
rm -rf ${LITE_JAVA_PATH}/native/libs/linux_x86/
}
build_lite()
{
[ -n "${BASEPATH}" ] && rm -rf ${BASEPATH}/output
get_version
echo "============ Start building MindSpore Lite ${VERSION_STR} ============"
local local_lite_platform=${LITE_PLATFORM}
if [[ "${LITE_ENABLE_AAR}" == "on" ]]; then
local_lite_platform=$1
mkdir -pv ${BASEPATH}/mindspore/lite/build/java
cd ${BASEPATH}/mindspore/lite/build/
[ -n "${BASEPATH}" ] && find . -maxdepth 1 | grep -v java | grep '/' | xargs -I {} rm -rf {}
else
if [[ "${INC_BUILD}" == "off" ]]; then
[ -n "${BASEPATH}" ] && rm -rf ${BASEPATH}/mindspore/lite/build
fi
mkdir -pv ${BASEPATH}/mindspore/lite/build
fi
cd ${BASEPATH}/mindspore/lite/build
write_commit_file
if [[ "${local_lite_platform}" == "arm64" ]]; then
if [ "$(uname)" == "Darwin" ]; then
cmake -DCMAKE_TOOLCHAIN_FILE=${BASEPATH}/cmake/lite_ios.cmake -DARCHS="arm64" -DENABLE_BITCODE=0 \
-DCMAKE_BUILD_TYPE="Release" -DBUILD_MINDDATA="" -DPLATFORM_ARM64="on" -DENABLE_NEON="on" -DENABLE_FP16="on" \
-DMSLITE_ENABLE_TRAIN="off" -DENABLE_MINDRT="off" -DMSLITE_GPU_BACKEND="off" -DMSLITE_ENABLE_NPU="off" \
-DENABLE_ASAN=${ENABLE_ASAN} -DCMAKE_INSTALL_PREFIX=${BUILD_PATH}/output/tmp -G Xcode ..
else
checkndk
echo "default link libc++_static.a, export MSLITE_ANDROID_STL=c++_shared to link libc++_shared.so"
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=${MSLITE_ANDROID_STL} -DCMAKE_BUILD_TYPE=${LITE_BUILD_TYPE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
-DPLATFORM_ARM64="on" -DENABLE_NEON="on" -DENABLE_FP16="on" -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp \
-DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
-DENABLE_ASAN=${ENABLE_ASAN} -DENABLE_VERBOSE=${ENABLE_VERBOSE} "${BASEPATH}/mindspore/lite"
fi
elif [[ "${local_lite_platform}" == "arm32" ]]; then
if [ "$(uname)" == "Darwin" ]; then
cmake -DCMAKE_TOOLCHAIN_FILE=${BASEPATH}/cmake/lite_ios.cmake -DARCHS="armv7;armv7s" -DENABLE_BITCODE=0 \
-DCMAKE_BUILD_TYPE="Release" -DBUILD_MINDDATA="" -DPLATFORM_ARM32="on" -DENABLE_NEON="on" \
-DMSLITE_ENABLE_TRAIN="off" -DENABLE_MINDRT="off" \
-DENABLE_ASAN=${ENABLE_ASAN} -DCMAKE_INSTALL_PREFIX=${BUILD_PATH}/output/tmp -G Xcode ..
else
checkndk
echo "default link libc++_static.a, export MSLITE_ANDROID_STL=c++_shared to link libc++_shared.so"
cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" -DANDROID_NATIVE_API_LEVEL="19" \
-DANDROID_NDK="${ANDROID_NDK}" -DANDROID_ABI="armeabi-v7a" -DANDROID_TOOLCHAIN_NAME="clang" \
-DANDROID_STL=${MSLITE_ANDROID_STL} -DCMAKE_BUILD_TYPE=${LITE_BUILD_TYPE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
-DPLATFORM_ARM32="on" -DENABLE_NEON="on" -DENABLE_FP16="on" -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp \
-DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
-DENABLE_ASAN=${ENABLE_ASAN} -DENABLE_VERBOSE=${ENABLE_VERBOSE} "${BASEPATH}/mindspore/lite"
fi
else
cmake -DPLATFORM_X86_64=on -DCMAKE_BUILD_TYPE=${LITE_BUILD_TYPE} -DBUILD_MINDDATA=${COMPILE_MINDDATA_LITE} \
-DMS_VERSION_MAJOR=${VERSION_MAJOR} -DMS_VERSION_MINOR=${VERSION_MINOR} -DMS_VERSION_REVISION=${VERSION_REVISION} \
-DENABLE_ASAN=${ENABLE_ASAN} -DCMAKE_INSTALL_PREFIX=${BASEPATH}/output/tmp -DENABLE_VERBOSE=${ENABLE_VERBOSE} "${BASEPATH}/mindspore/lite"
fi
if [ "$(uname)" == "Darwin" ]; then
xcodebuild ONLY_ACTIVE_ARCH=NO -configuration Release -scheme mindspore_lite -target mindspore_lite -sdk iphoneos -quiet
else
make -j$THREAD_NUM && make install && make package
if [[ "${local_lite_platform}" == "x86_64" ]]; then
if [ "${JAVA_HOME}" ]; then
echo -e "\e[31mJAVA_HOME=$JAVA_HOME \e[0m"
build_lite_x86_64_jni_and_jar
else
echo -e "\e[31mJAVA_HOME is not set, so jni and jar packages will not be compiled \e[0m"
echo -e "\e[31mIf you want to compile the JAR package, please set $JAVA_HOME. For example: export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk-amd64 \e[0m"
fi
fi
fi
if [[ $? -ne 0 ]]; then
echo "---------------- mindspore lite: build failed ----------------"
exit 1
else
if [ "$(uname)" == "Darwin" ]; then
mkdir -p ${BASEPATH}/output
cp -r ${BASEPATH}/mindspore/lite/build/src/Release-iphoneos/mindspore_lite.framework ${BASEPATH}/output/mindspore_lite.framework
cd ${BASEPATH}/output
tar -zcvf mindspore_lite.framework-${VERSION_STR}-${local_lite_platform}.tar.gz mindspore_lite.framework/
sha256sum mindspore_lite.framework-${VERSION_STR}-${local_lite_platform}.tar.gz > \
mindspore_lite.framework-${VERSION_STR}-${local_lite_platform}.tar.gz.sha256
rm -r mindspore_lite.framework
else
mv ${BASEPATH}/output/tmp/*.tar.gz* ${BASEPATH}/output/
fi
[ -n "${BASEPATH}" ] && rm -rf ${BASEPATH}/output/tmp/
echo "---------------- mindspore lite: build success ----------------"
fi
}
build_lite_arm64_and_jni() {
# build arm64
build_lite "arm64"
# copy arm64 so
local inference_or_train=inference
local is_train=off
if [ -f "${BASEPATH}/output/mindspore-lite-${VERSION_STR}-train-android-aarch64.tar.gz" ]; then
inference_or_train=train
is_train=on
fi
local pkg_name=mindspore-lite-${VERSION_STR}-${inference_or_train}-android-aarch64
cd "${BASEPATH}/mindspore/lite/build"
rm -rf ${pkg_name}
tar -zxf ${BASEPATH}/output/${pkg_name}.tar.gz
rm -rf ${LITE_JAVA_PATH}/java/app/libs/arm64-v8a/ && mkdir -p ${LITE_JAVA_PATH}/java/app/libs/arm64-v8a/
rm -rf ${LITE_JAVA_PATH}/native/libs/arm64-v8a/ && mkdir -p ${LITE_JAVA_PATH}/native/libs/arm64-v8a/
cp ./${pkg_name}/${inference_or_train}/lib/*.so* ${LITE_JAVA_PATH}/java/app/libs/arm64-v8a/
cp ./${pkg_name}/${inference_or_train}/lib/*.so* ${LITE_JAVA_PATH}/native/libs/arm64-v8a/
if [ -f "${BASEPATH}/output/mindspore-lite-${VERSION_STR}-train-android-aarch64.tar.gz" ]; then
cp ./${pkg_name}/train/third_party/libjpeg-turbo/lib/*.so* ${LITE_JAVA_PATH}/java/app/libs/arm64-v8a/
cp ./${pkg_name}/train/third_party/libjpeg-turbo/lib/*.so* ${LITE_JAVA_PATH}/native/libs/arm64-v8a/
fi
# build jni so
[ -n "${BASEPATH}" ] && rm -rf java/jni && mkdir -pv java/jni
cd java/jni
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=${VERSION_REVISION} \
-DANDROID_STL=${MSLITE_ANDROID_STL} -DCMAKE_BUILD_TYPE=${LITE_BUILD_TYPE} -DENABLE_VERBOSE=${ENABLE_VERBOSE} \
-DSUPPORT_TRAIN=${is_train} -DPLATFORM_ARM64=on "${LITE_JAVA_PATH}/native/"
make -j$THREAD_NUM
if [[ $? -ne 0 ]]; then
echo "---------------- mindspore lite: build jni arm64 failed----------------"
exit 1
fi
cp ./libmindspore-lite-jni.so ${LITE_JAVA_PATH}/java/app/libs/arm64-v8a/
cp ./libmindspore-lite-jni.so ${LITE_JAVA_PATH}/native/libs/arm64-v8a/
}
build_lite_arm32_and_jni() {
# build arm32
build_lite "arm32"
# copy arm32 so
local inference_or_train=inference
local is_train=off
if [ -f "${BASEPATH}/output/mindspore-lite-${VERSION_STR}-train-android-aarch32.tar.gz" ]; then
inference_or_train=train
is_train=on
fi
local pkg_name=mindspore-lite-${VERSION_STR}-${inference_or_train}-android-aarch32
cd "${BASEPATH}/mindspore/lite/build"
rm -rf ${pkg_name}
tar -zxf ${BASEPATH}/output/${pkg_name}.tar.gz
rm -rf ${LITE_JAVA_PATH}/java/app/libs/armeabi-v7a/ && mkdir -pv ${LITE_JAVA_PATH}/java/app/libs/armeabi-v7a/
rm -rf ${LITE_JAVA_PATH}/native/libs/armeabi-v7a/ && mkdir -pv ${LITE_JAVA_PATH}/native/libs/armeabi-v7a/
cp ./${pkg_name}/${inference_or_train}/lib/*.so* ${LITE_JAVA_PATH}/java/app/libs/armeabi-v7a/
cp ./${pkg_name}/${inference_or_train}/lib/*.so* ${LITE_JAVA_PATH}/native/libs/armeabi-v7a/
if [ -f "${BASEPATH}/output/mindspore-lite-${VERSION_STR}-train-android-aarch32.tar.gz" ]; then
cp ./${pkg_name}/train/third_party/libjpeg-turbo/lib/*.so* ${LITE_JAVA_PATH}/java/app/libs/armeabi-v7a/
cp ./${pkg_name}/train/third_party/libjpeg-turbo/lib/*.so* ${LITE_JAVA_PATH}/native/libs/armeabi-v7a/
fi
# build jni so
[ -n "${BASEPATH}" ] && rm -rf java/jni && mkdir -pv java/jni
cd java/jni
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=${VERSION_REVISION} \
-DANDROID_STL=${MSLITE_ANDROID_STL} -DCMAKE_BUILD_TYPE=${LITE_BUILD_TYPE} -DENABLE_VERBOSE=${ENABLE_VERBOSE} \
-DSUPPORT_TRAIN=${is_train} -DPLATFORM_ARM32=on "${LITE_JAVA_PATH}/native"
make -j$THREAD_NUM
if [[ $? -ne 0 ]]; then
echo "---------------- mindspore lite: build jni arm32 failed----------------"
exit 1
fi
cp ./libmindspore-lite-jni.so ${LITE_JAVA_PATH}/java/app/libs/armeabi-v7a/
cp ./libmindspore-lite-jni.so ${LITE_JAVA_PATH}/native/libs/armeabi-v7a/
}
check_java_home() {
if [ "${JAVA_HOME}" ]; then
echo -e "\e[31mJAVA_HOME=$JAVA_HOME \e[0m"
else
echo -e "\e[31mplease set $JAVA_HOME in environment variable for example: export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk-amd64 \e[0m"
exit 1
fi
}
build_aar() {
get_version
if [[ "X${INC_BUILD}" == "Xoff" ]]; then
[ -n "${BASEPATH}" ] && rm -rf ${BASEPATH}/mindspore/lite/build
fi
# build common module
cd ${LITE_JAVA_PATH}/java/common
gradle clean
gradle build
# build aar
local npu_bak=${MSLITE_ENABLE_NPU}
export MSLITE_ENABLE_NPU="off"
build_lite_arm64_and_jni
build_lite_arm32_and_jni
export MSLITE_ENABLE_NPU=${npu_bak}
cp ${LITE_JAVA_PATH}/java/common/build/libs/mindspore-lite-java-common.jar ${LITE_JAVA_PATH}/java/app/libs
cd ${LITE_JAVA_PATH}/java/app
gradle clean
gradle build
gradle publish -PLITE_VERSION=${VERSION_STR}
cd ${LITE_JAVA_PATH}/java/app/build
[ -n "${BASEPATH}" ] && rm -rf ${BASEPATH}/output/*.tar.gz*
zip -r ${BASEPATH}/output/mindspore-lite-maven-${VERSION_STR}.zip mindspore
cd ${BASEPATH}/output
sha256sum mindspore-lite-maven-${VERSION_STR}.zip > mindspore-lite-maven-${VERSION_STR}.zip.sha256
}
make_clean()
{
echo "enable make clean"
cd "${BUILD_PATH}/mindspore"
cmake --build . --target clean
}
echo "---------------- MindSpore: build start ----------------"
checkopts "$@"
if [[ "X$COMPILE_LITE" = "Xon" ]]; then
LITE_JAVA_PATH=${BASEPATH}/mindspore/lite/java
LITE_BUILD_TYPE="Release"
if [[ "${DEBUG_MODE}" == "on" ]]; then
LITE_BUILD_TYPE="Debug"
fi
if [[ "X$LITE_ENABLE_AAR" = "Xon" ]]; then
build_aar
elif [[ "X$LITE_PLATFORM" != "X" ]]; then
build_lite
else
echo "Invalid parameter"
fi
else
mkdir -pv "${BUILD_PATH}/package/mindspore/lib"
update_submodule
build_mindspore
if [[ "X$ENABLE_MAKE_CLEAN" = "Xon" ]]; then
make_clean
fi
if [[ "X$ENABLE_ACL" == "Xon" ]] && [[ "X$ENABLE_D" == "Xoff" ]]; then
echo "acl mode, skipping deploy phase"
rm -rf ${BASEPATH}/output/_CPack_Packages/
else
cp -rf ${BUILD_PATH}/package/mindspore/lib ${BUILD_PATH}/../mindspore
cp -rf ${BUILD_PATH}/package/mindspore/*.so ${BUILD_PATH}/../mindspore
fi
fi
echo "---------------- MindSpore: build end ----------------"
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