更换文档检测模型
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130
paddle_detection/test_tipc/test_paddle2onnx.sh
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130
paddle_detection/test_tipc/test_paddle2onnx.sh
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#!/bin/bash
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source test_tipc/utils_func.sh
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FILENAME=$1
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MODE="paddle2onnx_infer"
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# parser model_name
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dataline=$(cat ${FILENAME})
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IFS=$'\n'
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lines=(${dataline})
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model_name=$(func_parser_value "${lines[1]}")
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echo "ppdet onnx_infer: ${model_name}"
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python=$(func_parser_value "${lines[2]}")
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filename_key=$(func_parser_key "${lines[3]}")
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filename_value=$(func_parser_value "${lines[3]}")
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# export params
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save_export_key=$(func_parser_key "${lines[5]}")
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save_export_value=$(func_parser_value "${lines[5]}")
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export_weight_key=$(func_parser_key "${lines[6]}")
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export_weight_value=$(func_parser_value "${lines[6]}")
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norm_export=$(func_parser_value "${lines[7]}")
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pact_export=$(func_parser_value "${lines[8]}")
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fpgm_export=$(func_parser_value "${lines[9]}")
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distill_export=$(func_parser_value "${lines[10]}")
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export_key1=$(func_parser_key "${lines[11]}")
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export_value1=$(func_parser_value "${lines[11]}")
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export_param_key=$(func_parser_key "${lines[12]}")
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export_param_value=$(func_parser_value "${lines[12]}")
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kl_quant_export=$(func_parser_value "${lines[13]}")
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# parser paddle2onnx params
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infer_mode_list=$(func_parser_value "${lines[15]}")
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infer_is_quant_list=$(func_parser_value "${lines[16]}")
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padlle2onnx_cmd=$(func_parser_value "${lines[17]}")
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model_dir_key=$(func_parser_key "${lines[18]}")
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model_filename_key=$(func_parser_key "${lines[19]}")
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model_filename_value=$(func_parser_value "${lines[19]}")
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params_filename_key=$(func_parser_key "${lines[20]}")
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params_filename_value=$(func_parser_value "${lines[20]}")
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save_file_key=$(func_parser_key "${lines[21]}")
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save_file_value=$(func_parser_value "${lines[21]}")
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opset_version_key=$(func_parser_key "${lines[22]}")
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opset_version_value=$(func_parser_value "${lines[22]}")
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enable_onnx_checker_key=$(func_parser_key "${lines[23]}")
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enable_onnx_checker_value=$(func_parser_value "${lines[23]}")
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paddle2onnx_params1_key=$(func_parser_key "${lines[24]}")
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paddle2onnx_params1_value=$(func_parser_value "${lines[24]}")
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# parser onnx inference
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inference_py=$(func_parser_value "${lines[25]}")
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infer_cfg_key=$(func_parser_key "${lines[26]}")
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onnx_file_key=$(func_parser_key "${lines[27]}")
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infer_image_key=$(func_parser_key "${lines[28]}")
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infer_image_value=$(func_parser_value "${lines[28]}")
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infer_param1_key=$(func_parser_key "${lines[29]}")
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infer_param1_value=$(func_parser_value "${lines[29]}")
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LOG_PATH="./test_tipc/output/${model_name}/${MODE}"
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mkdir -p ${LOG_PATH}
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status_log="${LOG_PATH}/results_paddle2onnx.log"
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function func_paddle2onnx_inference(){
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IFS='|'
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_python=$1
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_log_path=$2
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_export_model_dir=$3
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# paddle2onnx
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echo "################### run paddle2onnx ###################"
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set_dirname=$(func_set_params "${model_dir_key}" "${_export_model_dir}")
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set_model_filename=$(func_set_params "${model_filename_key}" "${model_filename_value}")
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set_params_filename=$(func_set_params "${params_filename_key}" "${params_filename_value}")
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set_save_model=$(func_set_params "${save_file_key}" "${_export_model_dir}/${save_file_value}")
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set_opset_version=$(func_set_params "${opset_version_key}" "${opset_version_value}")
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set_enable_onnx_checker=$(func_set_params "${enable_onnx_checker_key}" "${enable_onnx_checker_value}")
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set_paddle2onnx_params1=$(func_set_params "${paddle2onnx_params1_key}" "${paddle2onnx_params1_value}")
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trans_log_path="${_log_path}/trans_model.log"
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trans_model_cmd="${padlle2onnx_cmd} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_save_model} ${set_opset_version} ${set_enable_onnx_checker} ${set_paddle2onnx_params1}"
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eval "${trans_model_cmd} > ${trans_log_path} 2>&1"
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last_status=${PIPESTATUS[0]}
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cat ${trans_log_path}
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status_check $last_status "${trans_model_cmd}" "${status_log}" "${model_name}" "${trans_log_path}"
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# python inference
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echo "################### run onnx infer ###################"
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set_infer_cfg=$(func_set_params "${infer_cfg_key}" "${_export_model_dir}/infer_cfg.yml")
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set_onnx_file=$(func_set_params "${onnx_file_key}" "${_export_model_dir}/${save_file_value}")
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set_infer_image_file=$(func_set_params "${infer_image_key}" "${infer_image_value}")
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set_infer_param1=$(func_set_params "${infer_param1_key}" "${infer_param1_value}")
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_save_log_path="${_log_path}/paddle2onnx_infer_cpu.log"
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infer_model_cmd="${python} ${inference_py} ${set_infer_cfg} ${set_onnx_file} ${set_infer_image_file} ${set_infer_param1}"
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eval "${infer_model_cmd} > ${_save_log_path} 2>&1"
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last_status=${PIPESTATUS[0]}
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cat ${_save_log_path}
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status_check $last_status "${infer_model_cmd}" "${status_log}" "${model_name}" "${_save_log_path}"
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}
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export Count=0
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IFS="|"
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for infer_mode in ${infer_mode_list[*]}; do
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if [ ${infer_mode} != "null" ]; then
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# run export
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case ${infer_mode} in
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norm) run_export=${norm_export} ;;
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quant) run_export=${pact_export} ;;
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fpgm) run_export=${fpgm_export} ;;
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distill) run_export=${distill_export} ;;
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kl_quant) run_export=${kl_quant_export} ;;
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*) echo "Undefined infer_mode!"; exit 1;
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esac
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set_export_weight=$(func_set_params "${export_weight_key}" "${export_weight_value}")
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set_save_export_dir=$(func_set_params "${save_export_key}" "${save_export_value}")
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set_filename=$(func_set_params "${filename_key}" "${model_name}")
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set_export_param=$(func_set_params "${export_param_key}" "${export_param_value}")
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export_log_path="${LOG_PATH}/export.log"
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export_cmd="${python} ${run_export} ${set_export_weight} ${set_filename} ${set_export_param} ${set_save_export_dir} "
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echo $export_cmd
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eval "${export_cmd} > ${export_log_path} 2>&1"
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status_export=$?
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cat ${export_log_path}
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status_check $status_export "${export_cmd}" "${status_log}" "${model_name}" "${export_log_path}"
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fi
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#run inference
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export_model_dir="${save_export_value}/${model_name}"
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func_paddle2onnx_inference "${python}" "${LOG_PATH}" "${export_model_dir}"
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Count=$(($Count + 1))
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done
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