#!/bin/bash source test_tipc/common_func.sh function func_parser_model_config(){ strs=$1 IFS="/" array=(${strs}) tmp=${array[-1]} echo ${tmp} } FILENAME=$1 dataline=$(awk 'NR==1, NR==23{print}' $FILENAME) MODE=$2 # parser params IFS=$'\n' lines=(${dataline}) # parser serving model_name=$(func_parser_value "${lines[1]}") python_list=$(func_parser_value "${lines[2]}") trans_model_py=$(func_parser_value "${lines[3]}") det_infer_model_dir_key=$(func_parser_key "${lines[4]}") det_infer_model_dir_value=$(func_parser_value "${lines[4]}") model_filename_key=$(func_parser_key "${lines[5]}") model_filename_value=$(func_parser_value "${lines[5]}") params_filename_key=$(func_parser_key "${lines[6]}") params_filename_value=$(func_parser_value "${lines[6]}") det_serving_server_key=$(func_parser_key "${lines[7]}") det_serving_server_value=$(func_parser_value "${lines[7]}") det_serving_client_key=$(func_parser_key "${lines[8]}") det_serving_client_value=$(func_parser_value "${lines[8]}") rec_infer_model_dir_key=$(func_parser_key "${lines[9]}") rec_infer_model_dir_value=$(func_parser_value "${lines[9]}") rec_serving_server_key=$(func_parser_key "${lines[10]}") rec_serving_server_value=$(func_parser_value "${lines[10]}") rec_serving_client_key=$(func_parser_key "${lines[11]}") rec_serving_client_value=$(func_parser_value "${lines[11]}") serving_dir_value=$(func_parser_value "${lines[12]}") web_service_py=$(func_parser_value "${lines[13]}") web_use_gpu_key=$(func_parser_key "${lines[14]}") web_use_gpu_list=$(func_parser_value "${lines[14]}") web_use_mkldnn_key=$(func_parser_key "${lines[15]}") web_use_mkldnn_list=$(func_parser_value "${lines[15]}") web_cpu_threads_key=$(func_parser_key "${lines[16]}") web_cpu_threads_list=$(func_parser_value "${lines[16]}") web_use_trt_key=$(func_parser_key "${lines[17]}") web_use_trt_list=$(func_parser_value "${lines[17]}") web_precision_key=$(func_parser_key "${lines[18]}") web_precision_list=$(func_parser_value "${lines[18]}") det_server_key=$(func_parser_key "${lines[19]}") det_server_value=$(func_parser_model_config "${lines[7]}") det_client_value=$(func_parser_model_config "${lines[8]}") rec_server_key=$(func_parser_key "${lines[20]}") rec_server_value=$(func_parser_model_config "${lines[10]}") rec_client_value=$(func_parser_model_config "${lines[11]}") pipeline_py=$(func_parser_value "${lines[21]}") image_dir_key=$(func_parser_key "${lines[22]}") image_dir_value=$(func_parser_value "${lines[22]}") LOG_PATH="$(pwd)/test_tipc/output/${model_name}/${MODE}/python" mkdir -p ${LOG_PATH} status_log="${LOG_PATH}/results_python_serving.log" function func_serving(){ IFS='|' _python=$1 _script=$2 _model_dir=$3 # pdserving set_model_filename=$(func_set_params "${model_filename_key}" "${model_filename_value}") set_params_filename=$(func_set_params "${params_filename_key}" "${params_filename_value}") if [ ${model_name} = "ch_PP-OCRv2" ] || [ ${model_name} = "ch_PP-OCRv3" ] || [ ${model_name} = "ch_ppocr_mobile_v2.0" ] || [ ${model_name} = "ch_ppocr_server_v2.0" ]; then # trans det set_dirname=$(func_set_params "--dirname" "${det_infer_model_dir_value}") set_serving_server=$(func_set_params "--serving_server" "${det_serving_server_value}") set_serving_client=$(func_set_params "--serving_client" "${det_serving_client_value}") python_list=(${python_list}) trans_det_log="${LOG_PATH}/python_trans_model_det.log" trans_model_cmd="${python_list[0]} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client} > ${trans_det_log} 2>&1 " eval $trans_model_cmd # trans rec set_dirname=$(func_set_params "--dirname" "${rec_infer_model_dir_value}") set_serving_server=$(func_set_params "--serving_server" "${rec_serving_server_value}") set_serving_client=$(func_set_params "--serving_client" "${rec_serving_client_value}") python_list=(${python_list}) trans_rec_log="${LOG_PATH}/python_trans_model_rec.log" trans_model_cmd="${python_list[0]} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client} > ${trans_rec_log} 2>&1 " eval $trans_model_cmd elif [[ ${model_name} =~ "det" ]]; then # trans det set_dirname=$(func_set_params "--dirname" "${det_infer_model_dir_value}") set_serving_server=$(func_set_params "--serving_server" "${det_serving_server_value}") set_serving_client=$(func_set_params "--serving_client" "${det_serving_client_value}") python_list=(${python_list}) trans_det_log="${LOG_PATH}/python_trans_model_det.log" trans_model_cmd="${python_list[0]} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client} > ${trans_det_log} 2>&1 " eval $trans_model_cmd elif [[ ${model_name} =~ "rec" ]]; then # trans rec set_dirname=$(func_set_params "--dirname" "${rec_infer_model_dir_value}") set_serving_server=$(func_set_params "--serving_server" "${rec_serving_server_value}") set_serving_client=$(func_set_params "--serving_client" "${rec_serving_client_value}") python_list=(${python_list}) trans_rec_log="${LOG_PATH}/python_trans_model_rec.log" trans_model_cmd="${python_list[0]} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client} > ${trans_rec_log} 2>&1 " eval $trans_model_cmd fi set_image_dir=$(func_set_params "${image_dir_key}" "${image_dir_value}") python_list=(${python_list}) cd ${serving_dir_value} python=${python_list[0]} unset https_proxy unset http_proxy # python serving for use_gpu in ${web_use_gpu_list[*]}; do if [ ${use_gpu} = "null" ]; then for use_mkldnn in ${web_use_mkldnn_list[*]}; do for threads in ${web_cpu_threads_list[*]}; do set_cpu_threads=$(func_set_params "${web_cpu_threads_key}" "${threads}") server_log_path="${LOG_PATH}/python_server_cpu_usemkldnn_${use_mkldnn}_threads_${threads}.log" if [ ${model_name} = "ch_PP-OCRv2" ] || [ ${model_name} = "ch_PP-OCRv3" ] || [ ${model_name} = "ch_ppocr_mobile_v2.0" ] || [ ${model_name} = "ch_ppocr_server_v2.0" ]; then set_det_model_config=$(func_set_params "${det_server_key}" "${det_server_value}") set_rec_model_config=$(func_set_params "${rec_server_key}" "${rec_server_value}") web_service_cmd="nohup ${python} ${web_service_py} ${web_use_gpu_key}="" ${web_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} ${set_det_model_config} ${set_rec_model_config} > ${server_log_path} 2>&1 &" eval $web_service_cmd last_status=${PIPESTATUS[0]} status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}" elif [[ ${model_name} =~ "det" ]]; then set_det_model_config=$(func_set_params "${det_server_key}" "${det_server_value}") web_service_cmd="nohup ${python} ${web_service_py} ${web_use_gpu_key}="" ${web_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} ${set_det_model_config} > ${server_log_path} 2>&1 &" eval $web_service_cmd last_status=${PIPESTATUS[0]} status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}" elif [[ ${model_name} =~ "rec" ]]; then set_rec_model_config=$(func_set_params "${rec_server_key}" "${rec_server_value}") web_service_cmd="nohup ${python} ${web_service_py} ${web_use_gpu_key}="" ${web_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} ${set_rec_model_config} > ${server_log_path} 2>&1 &" eval $web_service_cmd last_status=${PIPESTATUS[0]} status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}" fi sleep 2s for pipeline in ${pipeline_py[*]}; do _save_log_path="${LOG_PATH}/python_client_cpu_${pipeline%_client*}_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_1.log" pipeline_cmd="${python} ${pipeline} ${set_image_dir} > ${_save_log_path} 2>&1 " eval $pipeline_cmd last_status=${PIPESTATUS[0]} eval "cat ${_save_log_path}" status_check $last_status "${pipeline_cmd}" "${status_log}" "${model_name}" sleep 2s done ps ux | grep -E 'web_service' | awk '{print $2}' | xargs kill -s 9 done done elif [ ${use_gpu} = "gpu" ]; then for use_trt in ${web_use_trt_list[*]}; do for precision in ${web_precision_list[*]}; do server_log_path="${LOG_PATH}/python_server_gpu_usetrt_${use_trt}_precision_${precision}.log" if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then continue fi if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then continue fi if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [[ ${_flag_quant} = "True" ]]; then continue fi set_tensorrt=$(func_set_params "${web_use_trt_key}" "${use_trt}") if [ ${use_trt} = True ]; then device_type=2 fi set_precision=$(func_set_params "${web_precision_key}" "${precision}") if [ ${model_name} = "ch_PP-OCRv2" ] || [ ${model_name} = "ch_PP-OCRv3" ] || [ ${model_name} = "ch_ppocr_mobile_v2.0" ] || [ ${model_name} = "ch_ppocr_server_v2.0" ]; then set_det_model_config=$(func_set_params "${det_server_key}" "${det_server_value}") set_rec_model_config=$(func_set_params "${rec_server_key}" "${rec_server_value}") web_service_cmd="nohup ${python} ${web_service_py} ${set_tensorrt} ${set_precision} ${set_det_model_config} ${set_rec_model_config} > ${server_log_path} 2>&1 &" eval $web_service_cmd last_status=${PIPESTATUS[0]} status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}" elif [[ ${model_name} =~ "det" ]]; then set_det_model_config=$(func_set_params "${det_server_key}" "${det_server_value}") web_service_cmd="nohup ${python} ${web_service_py} ${set_tensorrt} ${set_precision} ${set_det_model_config} > ${server_log_path} 2>&1 &" eval $web_service_cmd last_status=${PIPESTATUS[0]} status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}" elif [[ ${model_name} =~ "rec" ]]; then set_rec_model_config=$(func_set_params "${rec_server_key}" "${rec_server_value}") web_service_cmd="nohup ${python} ${web_service_py} ${set_tensorrt} ${set_precision} ${set_rec_model_config} > ${server_log_path} 2>&1 &" eval $web_service_cmd last_status=${PIPESTATUS[0]} status_check $last_status "${web_service_cmd}" "${status_log}" "${model_name}" fi sleep 2s for pipeline in ${pipeline_py[*]}; do _save_log_path="${LOG_PATH}/python_client_gpu_${pipeline%_client*}_usetrt_${use_trt}_precision_${precision}_batchsize_1.log" pipeline_cmd="${python} ${pipeline} ${set_image_dir}> ${_save_log_path} 2>&1" eval $pipeline_cmd last_status=${PIPESTATUS[0]} eval "cat ${_save_log_path}" status_check $last_status "${pipeline_cmd}" "${status_log}" "${model_name}" sleep 2s done ps ux | grep -E 'web_service' | awk '{print $2}' | xargs kill -s 9 done done else echo "Does not support hardware other than CPU and GPU Currently!" fi done } #set cuda device GPUID=$3 if [ ${#GPUID} -le 0 ];then env="export CUDA_VISIBLE_DEVICES=0" else env="export CUDA_VISIBLE_DEVICES=${GPUID}" fi eval $env echo $env echo "################### run test ###################" export Count=0 IFS="|" func_serving "${web_service_cmd}"