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test_lite_arm_cpp.sh
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#!/bin/bash
source ./common_func.sh
export LD_LIBRARY_PATH=${PWD}:$LD_LIBRARY_PATH
FILENAME=$1
dataline=$(cat $FILENAME)
# parser params
IFS=$'\n'
lines=(${dataline})
# parser lite inference
inference_cmd=$(func_parser_value "${lines[1]}")
runtime_device=$(func_parser_value "${lines[2]}")
det_model_list=$(func_parser_value "${lines[3]}")
rec_model_list=$(func_parser_value "${lines[4]}")
cls_model_list=$(func_parser_value "${lines[5]}")
cpu_threads_list=$(func_parser_value "${lines[6]}")
det_batch_size_list=$(func_parser_value "${lines[7]}")
rec_batch_size_list=$(func_parser_value "${lines[8]}")
infer_img_dir_list=$(func_parser_value "${lines[9]}")
config_dir=$(func_parser_value "${lines[10]}")
rec_dict_dir=$(func_parser_value "${lines[11]}")
benchmark_value=$(func_parser_value "${lines[12]}")
if [[ $inference_cmd =~ "det" ]]; then
lite_model_list=${det_lite_model_list}
elif [[ $inference_cmd =~ "rec" ]]; then
lite_model_list=(${rec_lite_model_list[*]} ${cls_lite_model_list[*]})
elif [[ $inference_cmd =~ "system" ]]; then
lite_model_list=(${det_lite_model_list[*]} ${rec_lite_model_list[*]} ${cls_lite_model_list[*]})
else
echo "inference_cmd is wrong, please check."
exit 1
fi
LOG_PATH="./output"
mkdir -p ${LOG_PATH}
status_log="${LOG_PATH}/results.log"
function func_test_det(){
IFS='|'
_script=$1
_det_model=$2
_log_path=$3
_img_dir=$4
_config=$5
if [[ $_det_model =~ "slim" ]]; then
precision="INT8"
else
precision="FP32"
fi
# lite inference
for num_threads in ${cpu_threads_list[*]}; do
for det_batchsize in ${det_batch_size_list[*]}; do
_save_log_path="${_log_path}/lite_${_det_model}_runtime_device_${runtime_device}_precision_${precision}_det_batchsize_${det_batchsize}_threads_${num_threads}.log"
command="${_script} ${_det_model} ${runtime_device} ${precision} ${num_threads} ${det_batchsize} ${_img_dir} ${_config} ${benchmark_value} > ${_save_log_path} 2>&1"
eval ${command}
status_check $? "${command}" "${status_log}"
done
done
}
function func_test_rec(){
IFS='|'
_script=$1
_rec_model=$2
_cls_model=$3
_log_path=$4
_img_dir=$5
_config=$6
_rec_dict_dir=$7
if [[ $_det_model =~ "slim" ]]; then
_precision="INT8"
else
_precision="FP32"
fi
# lite inference
for num_threads in ${cpu_threads_list[*]}; do
for rec_batchsize in ${rec_batch_size_list[*]}; do
_save_log_path="${_log_path}/lite_${_rec_model}_${cls_model}_runtime_device_${runtime_device}_precision_${_precision}_rec_batchsize_${rec_batchsize}_threads_${num_threads}.log"
command="${_script} ${_rec_model} ${_cls_model} ${runtime_device} ${_precision} ${num_threads} ${rec_batchsize} ${_img_dir} ${_config} ${_rec_dict_dir} ${benchmark_value} > ${_save_log_path} 2>&1"
eval ${command}
status_check $? "${command}" "${status_log}"
done
done
}
function func_test_system(){
IFS='|'
_script=$1
_det_model=$2
_rec_model=$3
_cls_model=$4
_log_path=$5
_img_dir=$6
_config=$7
_rec_dict_dir=$8
if [[ $_det_model =~ "slim" ]]; then
_precision="INT8"
else
_precision="FP32"
fi
# lite inference
for num_threads in ${cpu_threads_list[*]}; do
for det_batchsize in ${det_batch_size_list[*]}; do
for rec_batchsize in ${rec_batch_size_list[*]}; do
_save_log_path="${_log_path}/lite_${_det_model}_${_rec_model}_${_cls_model}_runtime_device_${runtime_device}_precision_${_precision}_det_batchsize_${det_batchsize}_rec_batchsize_${rec_batchsize}_threads_${num_threads}.log"
command="${_script} ${_det_model} ${_rec_model} ${_cls_model} ${runtime_device} ${_precision} ${num_threads} ${det_batchsize} ${_img_dir} ${_config} ${_rec_dict_dir} ${benchmark_value} > ${_save_log_path} 2>&1"
eval ${command}
status_check $? "${command}" "${status_log}"
done
done
done
}
echo "################### run test ###################"
if [[ $inference_cmd =~ "det" ]]; then
IFS="|"
det_model_list=(${det_model_list[*]})
for i in {0..1}; do
#run lite inference
for img_dir in ${infer_img_dir_list[*]}; do
func_test_det "${inference_cmd}" "${det_model_list[i]}_opt.nb" "${LOG_PATH}" "${img_dir}" "${config_dir}"
done
done
elif [[ $inference_cmd =~ "rec" ]]; then
IFS="|"
rec_model_list=(${rec_model_list[*]})
cls_model_list=(${cls_model_list[*]})
for i in {0..1}; do
#run lite inference
for img_dir in ${infer_img_dir_list[*]}; do
func_test_rec "${inference_cmd}" "${rec_model}_opt.nb" "${cls_model_list[i]}_opt.nb" "${LOG_PATH}" "${img_dir}" "${rec_dict_dir}" "${config_dir}"
done
done
elif [[ $inference_cmd =~ "system" ]]; then
IFS="|"
det_model_list=(${det_model_list[*]})
rec_model_list=(${rec_model_list[*]})
cls_model_list=(${cls_model_list[*]})
for i in {0..1}; do
#run lite inference
for img_dir in ${infer_img_dir_list[*]}; do
func_test_system "${inference_cmd}" "${det_model_list[i]}_opt.nb" "${rec_model_list[i]}_opt.nb" "${cls_model_list[i]}_opt.nb" "${LOG_PATH}" "${img_dir}" "${config_dir}" "${rec_dict_dir}"
done
done
fi