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- #!/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]}
-
- # 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}" "${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
- }
- #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}"
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