test_lite.sh

#!/bin/bash
source ./common_func.sh
export LD_LIBRARY_PATH=${PWD}:$LD_LIBRARY_PATH

FILENAME=$1
dataline=$(awk 'NR==102, NR==111{print}'  $FILENAME)
echo $dataline
# parser params
IFS=$'\n'
lines=(${dataline})

# parser lite inference
lite_inference_cmd=$(func_parser_value "${lines[1]}")
lite_model_dir_list=$(func_parser_value "${lines[2]}")
lite_cpu_threads_list=$(func_parser_value "${lines[3]}")
lite_batch_size_list=$(func_parser_value "${lines[4]}")
lite_power_mode_list=$(func_parser_value "${lines[5]}")
lite_infer_img_dir_list=$(func_parser_value "${lines[6]}")
lite_config_dir=$(func_parser_value "${lines[7]}")
lite_rec_dict_dir=$(func_parser_value "${lines[8]}")
lite_benchmark_value=$(func_parser_value "${lines[9]}")

LOG_PATH="./output"
mkdir -p ${LOG_PATH}
status_log="${LOG_PATH}/results.log"


function func_lite(){
    IFS='|'
    _script=$1
    _lite_model=$2
    _log_path=$3
    _img_dir=$4
    _config=$5
    if [[ $lite_model =~ "slim" ]]; then
        precision="INT8"
    else
        precision="FP32"
    fi
    is_single_img=$(echo $_img_dir | grep -E ".jpg|.jpeg|.png|.JPEG|.JPG")
    if [[ "$is_single_img" != "" ]]; then
        single_img="True"
    else
        single_img="False"
    fi

    # lite inference
    for num_threads in ${lite_cpu_threads_list[*]}; do
        for power_mode in ${lite_power_mode_list[*]}; do
            for batchsize in ${lite_batch_size_list[*]}; do
                model_name=$(echo $lite_model | awk -F "/" '{print $NF}')
                _save_log_path="${_log_path}/lite_${model_name}_precision_${precision}_batchsize_${batchsize}_threads_${num_threads}_powermode_${power_mode}_singleimg_${single_img}.log"
                command="${_script} ${lite_model} ${precision} ${num_threads} ${batchsize} ${power_mode} ${_img_dir} ${_config} ${lite_benchmark_value} > ${_save_log_path} 2>&1"
                eval ${command}
                status_check $? "${command}" "${status_log}"
            done
        done
    done
}


echo "################### run test ###################"
IFS="|"
for lite_model in ${lite_model_dir_list[*]}; do
    #run lite inference
    for img_dir in ${lite_infer_img_dir_list[*]}; do
        func_lite "${lite_inference_cmd}" "${lite_model}" "${LOG_PATH}" "${img_dir}" "${lite_config_dir}"
    done
done