469 lines
15 KiB
Bash
469 lines
15 KiB
Bash
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#!/bin/bash
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# Copyright 2019 Huawei Technologies Co., Ltd
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ============================================================================
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set -e
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BASEPATH=$(cd "$(dirname $0)"; pwd)
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PROJECT_PATH="${BASEPATH}"
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CUDA_PATH=""
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CUDNN_PATH=""
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export BUILD_PATH="${BASEPATH}/build/"
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# print usage message
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usage()
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{
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echo "Usage:"
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echo "bash build.sh [-d] [-r] [-v] [-c on|off] [-t on|off] [-g on|off] [-h] [-s] [-b ge|cpu] [-m infer|train] \\"
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echo " [-a on|off] [-g on|off] [-p on|off] [-i] [-L] [-R] [-D on|off] [-j[n]] [-e gpu|d|cpu] \\"
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echo " [-P on|off] [-z] [-M on|off] [-V 9.2|10.1] [-I] [-K]"
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echo ""
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echo "Options:"
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echo " -d Debug mode"
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echo " -r Release mode, default mode"
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echo " -v Display build command"
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echo " -c Enable code coverage switch, default off"
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echo " -t Run testcases switch, default on"
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echo " -g Use glog to output log, default on"
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echo " -h Print usage"
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echo " -s Install or setup"
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echo " -b Select other backend, available: \\"
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echo " ge:graph engine, cpu"
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echo " -m Select mode, available: infer, train, default is infer "
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echo " -a Enable ASAN, default off"
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echo " -p Enable pipeline profile, default off"
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echo " -i Enable increment building, default off"
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echo " -L Enable load ANF-IR as input of 'infer', default off"
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echo " -R Enable the time_line record, default off"
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echo " -j[n] Set the threads when building (Default: -j8)"
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echo " -e Use gpu, d or cpu"
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echo " -P Enable dump anf graph to file in ProtoBuffer format, default on"
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echo " -Q Enable dump end to end, default off"
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echo " -D Enable dumping of function graph ir, default on"
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echo " -z Compile dataset & mindrecord, default off"
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echo " -M Enable MPI and NCCL for GPU training, default off"
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echo " -V Specify the minimum required cuda version, default CUDA 9.2"
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echo " -I Compile predict, default off"
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echo " -K Compile with AKG, default off"
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}
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# check value of input is 'on' or 'off'
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# usage: check_on_off arg_value arg_name
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check_on_off()
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{
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if [[ "X$1" != "Xon" && "X$1" != "Xoff" ]]; then
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echo "Invalid value $1 for option -$2"
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usage
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exit 1
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fi
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}
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# check and set options
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checkopts()
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{
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# Init default values of build options
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THREAD_NUM=8
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DEBUG_MODE="off"
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VERBOSE=""
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ENABLE_COVERAGE="off"
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RUN_TESTCASES="off"
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EXECUTE_SETUP="off"
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ENABLE_BACKEND=""
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TRAIN_MODE="INFER"
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ENABLE_ASAN="off"
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ENABLE_PROFILE="off"
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INC_BUILD="off"
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ENABLE_LOAD_IR="off"
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ENABLE_TIMELINE="off"
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ENABLE_DUMP2PROTO="on"
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ENABLE_DUMPE2E="off"
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ENABLE_DUMP_IR="on"
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COMPILE_MINDDATA="off"
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ENABLE_MPI="off"
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CUDA_VERSION="9.2"
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COMPILE_PREDICT="off"
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USE_GLOG="on"
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PREDICT_PLATFORM=""
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ENABLE_AKG="off"
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# Process the options
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while getopts 'drvj:c:t:hsb:a:g:p:ie:m:I:LRP:Q:D:zM:V:K' opt
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do
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OPTARG=$(echo ${OPTARG} | tr '[A-Z]' '[a-z]')
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case "${opt}" in
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d)
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DEBUG_MODE="on"
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;;
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r)
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DEBUG_MODE="off"
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;;
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v)
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VERBOSE="VERBOSE=1"
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;;
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j)
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THREAD_NUM=$OPTARG
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;;
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c)
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check_on_off $OPTARG c
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ENABLE_COVERAGE="$OPTARG"
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;;
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t)
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check_on_off $OPTARG t
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RUN_TESTCASES="$OPTARG"
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;;
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g)
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check_on_off $OPTARG g
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USE_GLOG="$OPTARG"
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;;
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h)
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usage
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exit 0
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;;
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s)
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EXECUTE_SETUP="on"
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;;
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b)
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if [[ "X$OPTARG" != "Xge" && "X$OPTARG" != "Xcpu" ]]; then
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echo "Invalid value ${OPTARG} for option -b"
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usage
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exit 1
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fi
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ENABLE_BACKEND=$(echo "$OPTARG" | tr '[a-z]' '[A-Z]')
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if [[ "X$ENABLE_BACKEND" == "XGE" ]]; then
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ENABLE_GE="on"
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fi
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if [[ "X$ENABLE_BACKEND" != "XCPU" ]]; then
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ENABLE_CPU="on"
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fi
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;;
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a)
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check_on_off $OPTARG a
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ENABLE_ASAN="$OPTARG"
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;;
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p)
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check_on_off $OPTARG p
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ENABLE_PROFILE="$OPTARG"
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;;
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i)
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INC_BUILD="on"
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;;
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m)
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if [[ "X$OPTARG" != "Xinfer" && "X$OPTARG" != "Xtrain" ]]; then
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echo "Invalid value ${OPTARG} for option -m"
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usage
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exit 1
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fi
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TRAIN_MODE=$(echo "$OPTARG" | tr '[a-z]' '[A-Z]')
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;;
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L)
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ENABLE_LOAD_IR="on"
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echo "build with enable load anf ir"
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;;
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R)
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ENABLE_TIMELINE="on"
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echo "enable time_line record"
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;;
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e)
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if [[ "X$OPTARG" == "Xgpu" ]]; then
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ENABLE_GPU="on"
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ENABLE_CPU="on"
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elif [[ "X$OPTARG" == "Xd" ]]; then
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ENABLE_D="on"
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ENABLE_CPU="on"
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elif [[ "X$OPTARG" == "Xcpu" ]]; then
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ENABLE_CPU="on"
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else
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echo "Invalid value ${OPTARG} for option -e"
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usage
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exit 1
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fi
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;;
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M)
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check_on_off $OPTARG M
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ENABLE_MPI="$OPTARG"
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;;
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V)
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if [[ "X$OPTARG" != "X9.2" && "X$OPTARG" != "X10.1" ]]; then
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echo "Invalid value ${OPTARG} for option -V"
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usage
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exit 1
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fi
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CUDA_VERSION="$OPTARG"
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;;
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P)
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check_on_off $OPTARG p
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ENABLE_DUMP2PROTO="$OPTARG"
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echo "enable dump anf graph to proto file"
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;;
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Q)
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check_on_off $OPTARG Q
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ENABLE_DUMPE2E="$OPTARG"
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echo "enable dump end to end"
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;;
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D)
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check_on_off $OPTARG D
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ENABLE_DUMP_IR="$OPTARG"
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echo "enable dump function graph ir"
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;;
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z)
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COMPILE_MINDDATA="on"
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;;
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I)
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COMPILE_PREDICT="on"
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if [[ "$OPTARG" == "arm64" ]]; then
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PREDICT_PLATFORM="arm64"
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elif [[ "$OPTARG" == "x86_64" ]]; then
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PREDICT_PLATFORM="x86_64"
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else
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echo "-I parameter must be arm64 or x86_64"
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exit 1
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fi
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;;
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K)
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ENABLE_AKG="on"
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echo "enable compile with akg"
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;;
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*)
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echo "Unknown option ${opt}!"
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usage
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exit 1
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esac
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done
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}
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checkopts "$@"
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echo "---------------- mindspore: build start ----------------"
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mkdir -pv "${BUILD_PATH}/package/mindspore/lib"
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git submodule update --init graphengine
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build_exit()
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{
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echo "$@" >&2
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stty echo
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exit 1
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}
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# Create building path
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build_mindspore()
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{
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echo "start build mindspore project."
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mkdir -pv "${BUILD_PATH}/mindspore"
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cd "${BUILD_PATH}/mindspore"
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CMAKE_ARGS="-DDEBUG_MODE=$DEBUG_MODE -DBUILD_PATH=$BUILD_PATH"
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_LOAD_ANF_IR=$ENABLE_LOAD_IR"
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if [[ "X$ENABLE_COVERAGE" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_COVERAGE=ON"
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fi
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if [[ "X$RUN_TESTCASES" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_TESTCASES=ON"
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fi
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if [[ -n "$ENABLE_BACKEND" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_${ENABLE_BACKEND}=ON"
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fi
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if [[ -n "$TRAIN_MODE" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_${TRAIN_MODE}=ON"
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fi
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if [[ "X$ENABLE_ASAN" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_ASAN=ON"
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fi
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if [[ "X$ENABLE_PROFILE" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_PROFILE=ON"
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fi
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if [[ "X$ENABLE_TIMELINE" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_TIMELINE=ON"
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fi
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if [[ "X$ENABLE_DUMP2PROTO" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DUMP_PROTO=ON"
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fi
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if [[ "X$ENABLE_DUMPE2E" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DUMP_E2E=ON"
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fi
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_DUMP_IR=${ENABLE_DUMP_IR^^}"
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if [[ "X$ENABLE_MPI" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_MPI=ON"
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fi
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if [[ "X$ENABLE_D" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_D=ON"
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fi
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if [[ "X$ENABLE_GPU" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_GPU=ON -DCUDA_PATH=$CUDA_PATH -DCUDNN_PATH=$CUDNN_PATH -DMS_REQUIRE_CUDA_VERSION=${CUDA_VERSION}"
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fi
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if [[ "X$ENABLE_CPU" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_CPU=ON"
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fi
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if [[ "X$COMPILE_MINDDATA" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_MINDDATA=ON"
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fi
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if [[ "X$USE_GLOG" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DUSE_GLOG=ON"
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fi
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if [[ "X$ENABLE_AKG" = "Xon" ]]; then
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CMAKE_ARGS="${CMAKE_ARGS} -DENABLE_AKG=ON"
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fi
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echo "${CMAKE_ARGS}"
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if [[ "X$INC_BUILD" = "Xoff" ]]; then
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cmake ${CMAKE_ARGS} ../..
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fi
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make ${VERBOSE} -j$THREAD_NUM
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if [[ "X$EXECUTE_SETUP" = "Xon" ]]; then
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make install
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fi
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echo "success to build mindspore project!"
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}
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build_predict()
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{
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git submodule update --init --recursive third_party/incubator-tvm
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echo "start build predict project"
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git submodule update --init --recursive third_party/flatbuffers
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git submodule update --init --recursive third_party/googletest
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git submodule update --init --recursive third_party/protobuf
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rm -rf "${BASEPATH}/predict/build"
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mkdir -pv "${BASEPATH}/predict/build"
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rm -rf "${BASEPATH}/predict/output"
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mkdir -pv "${BASEPATH}/predict/output"
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if [[ "$PREDICT_PLATFORM" == "arm64" ]]; then
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if [ "${ANDROID_NDK}" ]; then
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echo -e "\e[31mANDROID_NDK_PATH=$ANDROID_NDK \e[0m"
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else
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echo -e "\e[31mplease set ANDROID_NDK_PATH in environment variable for example: export ANDROID_NDK=/root/usr/android-ndk-r16b/ \e[0m"
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exit 1
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fi
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fi
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#build flatbuf
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cd "${BASEPATH}/third_party/flatbuffers"
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rm -rf build && mkdir -p build && cd build && cmake .. && make -j$THREAD_NUM
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FLATC="${BASEPATH}"/third_party/flatbuffers/build/flatc
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cd "${BASEPATH}"/predict/schema && mkdir -p "${BASEPATH}"/predict/schema/inner
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find . -name "*.fbs" -print0 | xargs -0 "${FLATC}" -c -b
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find . -name "*.fbs" -print0 | xargs -0 "${FLATC}" -c -b --reflect-types --gen-mutable --reflect-names --gen-object-api -o ${BASEPATH}/predict/schema/inner
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# check LLVM_PATH
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if [ "${LLVM_PATH}" == "" ]; then
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echo "Please set LLVM_PATH in env for example export LLVM_PATH=/xxxx/bin/llvm-config"
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exit
|
||
|
|
fi
|
||
|
|
|
||
|
|
#build tvm
|
||
|
|
tvm_open_source="${BASEPATH}/third_party/incubator-tvm"
|
||
|
|
tvm_kernel_build="${BASEPATH}/predict/module/tvm_kernel"
|
||
|
|
if [ ! -f "${tvm_kernel_build}"/incubator-tvm/build/libtvm.so ]; then
|
||
|
|
rm -fr "${tvm_kernel_build}"/incubator-tvm
|
||
|
|
cp -fr "${tvm_open_source}" "${tvm_kernel_build}"
|
||
|
|
mkdir -p "${tvm_kernel_build}"/incubator-tvm/build
|
||
|
|
patch -d "${tvm_kernel_build}"/incubator-tvm -p1 < "${BASEPATH}"/third_party/patch/predict/0001-RetBugFix-CustomRuntime_v06.patch
|
||
|
|
cp "${tvm_kernel_build}"/lite/src/codegen/llvm/lite_rtfunc_reset.cc "${tvm_kernel_build}"/incubator-tvm/src/codegen/llvm/
|
||
|
|
cp "${tvm_open_source}"/cmake/config.cmake "${tvm_kernel_build}"/incubator-tvm
|
||
|
|
if [ "${LLVM_PATH}" ]; then
|
||
|
|
sed -i "s#set(USE_LLVM .*)#set(USE_LLVM \"${LLVM_PATH}\")#g" "${tvm_kernel_build}"/incubator-tvm/config.cmake
|
||
|
|
else
|
||
|
|
echo "need set LLVM_PATH in env for example export LLVM_PATH=/xxxx/bin/llvm-config"
|
||
|
|
fi
|
||
|
|
cd "${tvm_kernel_build}"/incubator-tvm/build
|
||
|
|
cmake ..
|
||
|
|
make -j$THREAD_NUM
|
||
|
|
else
|
||
|
|
cd "${tvm_kernel_build}"/incubator-tvm/build
|
||
|
|
make -j$THREAD_NUM
|
||
|
|
fi
|
||
|
|
|
||
|
|
#gen op
|
||
|
|
predict_tvm_op_lib_path="${BASEPATH}/predict/module/tvm_kernel/build/lib_x86"
|
||
|
|
predict_platform="x86"
|
||
|
|
if [[ "$PREDICT_PLATFORM" == "arm64" ]]; then
|
||
|
|
predict_tvm_op_lib_path="${BASEPATH}/predict/module/tvm_kernel/build/lib_arm64"
|
||
|
|
predict_platform="arm64"
|
||
|
|
fi
|
||
|
|
|
||
|
|
need_get_libs=true
|
||
|
|
if [ -d "${predict_tvm_op_lib_path}" ]; then
|
||
|
|
file_list=$(ls "${predict_tvm_op_lib_path}")
|
||
|
|
if [ -n "${file_list}" ]; then
|
||
|
|
libstime=$(stat -c %Y "${predict_tvm_op_lib_path}"/* | sort -u | tail -n1)
|
||
|
|
pythontime=$(find "${BASEPATH}"/predict/module/tvm_kernel/lite/python/ -name "*.py" -exec stat -c %Y {} \; |
|
||
|
|
sort -u | tail -n1)
|
||
|
|
if [ "${libstime}" -ge "${pythontime}" ]; then
|
||
|
|
need_get_libs=false
|
||
|
|
else
|
||
|
|
rm -fr "${predict_tvm_op_lib_path}"
|
||
|
|
fi
|
||
|
|
fi
|
||
|
|
fi
|
||
|
|
|
||
|
|
if $need_get_libs; then
|
||
|
|
PYTHONPATH_OLD=${PYTHONPATH}
|
||
|
|
export PYTHONPATH="${tvm_kernel_build}/incubator-tvm/python:${tvm_kernel_build}/incubator-tvm/topi/python:${tvm_kernel_build}/incubator-tvm/nnvm/python:${tvm_kernel_build}/lite/python:"
|
||
|
|
cd "${BASEPATH}"/predict/module/tvm_kernel/lite/python/at_ops
|
||
|
|
python3 at_gen_strip.py ${predict_platform}
|
||
|
|
export PYTHONPATH=${PYTHONPATH_OLD}
|
||
|
|
fi
|
||
|
|
|
||
|
|
cd "${BASEPATH}/predict/build"
|
||
|
|
if [[ "$PREDICT_PLATFORM" == "arm64" ]]; then
|
||
|
|
cmake -DCMAKE_TOOLCHAIN_FILE="${ANDROID_NDK}/build/cmake/android.toolchain.cmake" \
|
||
|
|
-DANDROID_NATIVE_API_LEVEL=android-19 -DANDROID_NDK="${ANDROID_NDK}" \
|
||
|
|
-DANDROID_TOOLCHAIN_NAME="aarch64-linux-android-clang" -DANDROID_STL="c++_shared" \
|
||
|
|
-DANDROID_ABI="arm64-v8a" -DENABLE_PREDICT_ARM64=ON -DANDROID_ALLOW_UNDEFINED_SYMBOLS=TRUE ..
|
||
|
|
elif [[ "$PREDICT_PLATFORM" == "x86_64" ]]; then
|
||
|
|
cmake ..
|
||
|
|
fi
|
||
|
|
|
||
|
|
make ${VERBOSE} -j$THREAD_NUM
|
||
|
|
if [[ "$PREDICT_PLATFORM" == "x86_64" ]]; then
|
||
|
|
cd "${BASEPATH}/predict/build/test" && ./run_tests.sh
|
||
|
|
fi
|
||
|
|
|
||
|
|
# copy securec include files
|
||
|
|
mkdir -p "${BASEPATH}/predict/output/include/securec/include"
|
||
|
|
cp "${BASEPATH}"/third_party/securec/include/* "${BASEPATH}"/predict/output/include/securec/include
|
||
|
|
|
||
|
|
cd "${BASEPATH}/predict/output/"
|
||
|
|
if [[ "$PREDICT_PLATFORM" == "x86_64" ]]; then
|
||
|
|
tar -cf MSPredict-0.1.0-linux_x86_64.tar.gz include/ lib/ --warning=no-file-changed
|
||
|
|
elif [[ "$PREDICT_PLATFORM" == "arm64" ]]; then
|
||
|
|
tar -cf MSPredict-0.1.0-linux_aarch64.tar.gz include/ lib/ --warning=no-file-changed
|
||
|
|
fi
|
||
|
|
echo "success to build predict project!"
|
||
|
|
}
|
||
|
|
|
||
|
|
if [[ "X$COMPILE_PREDICT" = "Xon" ]]; then
|
||
|
|
build_predict
|
||
|
|
echo "---------------- mindspore: build end ----------------"
|
||
|
|
exit
|
||
|
|
else
|
||
|
|
build_mindspore
|
||
|
|
fi
|
||
|
|
|
||
|
|
if [[ "X$INC_BUILD" = "Xoff" ]]; then
|
||
|
|
if [[ "X$ENABLE_GE" = "Xon" ]]; then
|
||
|
|
bash "${PROJECT_PATH}/package.sh" ge
|
||
|
|
elif [[ "X$ENABLE_GPU" = "Xon" ]]; then
|
||
|
|
bash "${PROJECT_PATH}/package.sh" ms gpu
|
||
|
|
elif [[ "X$ENABLE_D" = "Xon" ]] || [[ "X$ENABLE_CPU" = "Xon" ]]; then
|
||
|
|
bash "${PROJECT_PATH}/package.sh" ms
|
||
|
|
else
|
||
|
|
bash "${PROJECT_PATH}/package.sh" debug
|
||
|
|
fi
|
||
|
|
fi
|
||
|
|
|
||
|
|
cp -rf ${BUILD_PATH}/package/mindspore/lib ${BUILD_PATH}/../mindspore
|
||
|
|
cp -rf ${BUILD_PATH}/package/mindspore/*.so ${BUILD_PATH}/../mindspore
|
||
|
|
|
||
|
|
if [[ -d "${BUILD_PATH}/package/build" ]]; then
|
||
|
|
rm -rf "${BUILD_PATH}/package/build"
|
||
|
|
fi
|
||
|
|
echo "---------------- mindspore: build end ----------------"
|