test_train_inference_python_npu.sh

#!/bin/bash
source test_tipc/common_func.sh

function readlinkf() {
    perl -MCwd -e 'print Cwd::abs_path shift' "$1";
}

function func_parser_config() {
    strs=$1
    IFS=" "
    array=(${strs})
    tmp=${array[2]}
    echo ${tmp}
}

BASEDIR=$(dirname "$0")
REPO_ROOT_PATH=$(readlinkf ${BASEDIR}/../)

FILENAME=$1

# disable mkldnn on non x86_64 env
arch=$(uname -i)
if [ $arch != 'x86_64' ]; then
    sed -i 's/--enable_mkldnn:True|False/--enable_mkldnn:False/g' $FILENAME
    sed -i 's/--enable_mkldnn:True/--enable_mkldnn:False/g' $FILENAME
fi

# change gpu to npu in tipc txt configs
sed -i 's/use_gpu/use_npu/g' $FILENAME
# disable benchmark as AutoLog required nvidia-smi command
sed -i 's/--benchmark:True/--benchmark:False/g' $FILENAME
# python has been updated to version 3.9 for npu backend
sed -i "s/python3.7/python3.9/g" $FILENAME
dataline=`cat $FILENAME`

# parser params
IFS=$'\n'
lines=(${dataline})

modelname=$(echo ${lines[1]} | cut -d ":" -f2)
if  [ $modelname == "rec_r31_sar" ] || [ $modelname == "rec_mtb_nrtr" ]; then
    sed -i "s/Global.epoch_num:lite_train_lite_infer=2/Global.epoch_num:lite_train_lite_infer=1/g" $FILENAME
    sed -i "s/gpu_list:0|0,1/gpu_list:0,1/g" $FILENAME
    sed -i "s/Global.use_npu:True|True/Global.use_npu:True/g" $FILENAME
fi
if [ $modelname == "ch_ppocr_mobile_v2_0_rec_FPGM" ]; then
    sed -i '18s/$/ -o Global.use_gpu=False/' $FILENAME 
    sed -i '32s/$/ Global.use_gpu=False/' $FILENAME
fi

# replace training config file
grep -n 'tools/.*yml' $FILENAME  | cut -d ":" -f 1 \
| while read line_num ; do
    train_cmd=$(func_parser_value "${lines[line_num-1]}")
    trainer_config=$(func_parser_config ${train_cmd})
    sed -i 's/use_gpu/use_npu/g' "$REPO_ROOT_PATH/$trainer_config"
    sed -i 's/use_sync_bn: True/use_sync_bn: False/g' "$REPO_ROOT_PATH/$trainer_config"
done

# change gpu to npu in execution script
sed -i 's/\"gpu\"/\"npu\"/g' test_tipc/test_train_inference_python.sh

# pass parameters to test_train_inference_python.sh
cmd='bash test_tipc/test_train_inference_python.sh ${FILENAME} $2'
echo -e '\033[1;32m Started to run command: ${cmd}!  \033[0m'
eval $cmd