| #!/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=$2 |
|
|
| |
| IFS=$'\n' |
| lines=(${dataline}) |
|
|
| |
| model_name=$(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=$3 |
| |
| set_model_filename=$(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" ] || [ ${model_name} = "ch_ppocr_server_v2_0" ]; then |
| |
| set_dirname=$(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 $trans_model_cmd |
| |
| set_dirname=$(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 [[ ${model_name} =~ "det" ]]; then |
| |
| set_dirname=$(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 [[ ${model_name} =~ "rec" ]]; then |
| |
| set_dirname=$(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]} |
| |
| |
| 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}" "${server_log_path}" |
| 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}" "${server_log_path}" |
| 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}" "${server_log_path}" |
| 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}" "${_save_log_path}" |
| 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}" "${server_log_path}" |
| 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}" "${server_log_path}" |
| 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}" "${server_log_path}" |
| 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}" "${_save_log_path}" |
| 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 |
| } |
|
|
|
|
| |
| 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}" |
|
|
