#!/bin/bash FILENAME=$1 # MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer', 'infer'] MODE=$2 dataline=$(cat ${FILENAME}) # parser params IFS=$'\n' lines=(${dataline}) function func_parser_key(){ strs=$1 IFS=":" array=(${strs}) tmp=${array[0]} echo ${tmp} } function func_parser_value(){ strs=$1 IFS=":" array=(${strs}) tmp=${array[1]} echo ${tmp} } IFS=$'\n' # The training params model_name=$(func_parser_value "${lines[0]}") train_model_list=$(func_parser_value "${lines[0]}") slim_trainer_list=$(func_parser_value "${lines[12]}") # MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer'] MODE=$2 # prepare pretrained weights and dataset wget -nc -P ./pretrain_models/ https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/MobileNetV3_large_x0_5_pretrained.pdparams wget -nc -P ./pretrain_models/ https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_mv3_db_v2.0_train.tar cd pretrain_models && tar xf det_mv3_db_v2.0_train.tar && cd ../ if [ ${MODE} = "lite_train_infer" ];then # pretrain lite train data rm -rf ./train_data/icdar2015 wget -nc -P ./train_data/ https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/icdar2015_lite.tar cd ./train_data/ && tar xf icdar2015_lite.tar ln -s ./icdar2015_lite ./icdar2015 cd ../ epoch=10 eval_batch_step=10 elif [ ${MODE} = "whole_train_infer" ];then rm -rf ./train_data/icdar2015 wget -nc -P ./train_data/ https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/icdar2015.tar cd ./train_data/ && tar xf icdar2015.tar && cd ../ epoch=500 eval_batch_step=200 elif [ ${MODE} = "whole_infer" ];then rm -rf ./train_data/icdar2015 wget -nc -P ./train_data/ https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/icdar2015_infer.tar cd ./train_data/ && tar xf icdar2015_infer.tar ln -s ./icdar2015_infer ./icdar2015 cd ../ epoch=10 eval_batch_step=10 else rm -rf ./train_data/icdar2015 wget -nc -P ./train_data https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/ch_det_data_50.tar if [ ${model_name} = "ocr_det" ]; then eval_model_name="ch_ppocr_mobile_v2.0_det_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ else eval_model_name="ch_ppocr_mobile_v2.0_rec_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ fi fi IFS='|' for train_model in ${train_model_list[*]}; do if [ ${train_model} = "ocr_det" ];then model_name="det" yml_file="configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/ch_det_data_50.tar cd ./inference && tar xf ch_det_data_50.tar && cd ../ img_dir="./inference/ch_det_data_50/all-sum-510" data_dir=./inference/ch_det_data_50/ data_label_file=[./inference/ch_det_data_50/test_gt_50.txt] elif [ ${train_model} = "ocr_rec" ];then model_name="rec" yml_file="configs/rec/rec_mv3_none_bilstm_ctc.yml" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/ch_rec_data_200.tar cd ./inference && tar xf ch_rec_data_200.tar && cd ../ img_dir="./inference/ch_rec_data_200/" fi # eval for slim_trainer in ${slim_trainer_list[*]}; do if [ ${slim_trainer} = "norm" ]; then if [ ${model_name} = "det" ]; then eval_model_name="ch_ppocr_mobile_v2.0_det_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ else eval_model_name="ch_ppocr_mobile_v2.0_rec_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ fi elif [ ${slim_trainer} = "pact" ]; then if [ ${model_name} = "det" ]; then eval_model_name="ch_ppocr_mobile_v2.0_det_quant_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/slim/ch_ppocr_mobile_v2.0_det_quant_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ else eval_model_name="ch_ppocr_mobile_v2.0_rec_quant_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/slim/ch_ppocr_mobile_v2.0_rec_quant_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ fi elif [ ${slim_trainer} = "distill" ]; then if [ ${model_name} = "det" ]; then eval_model_name="ch_ppocr_mobile_v2.0_det_distill_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/slim/ch_ppocr_mobile_v2.0_det_distill_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ else eval_model_name="ch_ppocr_mobile_v2.0_rec_distill_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/slim/ch_ppocr_mobile_v2.0_rec_distill_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ fi elif [ ${slim_trainer} = "fpgm" ]; then if [ ${model_name} = "det" ]; then eval_model_name="ch_ppocr_mobile_v2.0_det_prune_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/slim/ch_ppocr_mobile_v2.0_det_prune_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ else eval_model_name="ch_ppocr_mobile_v2.0_rec_prune_train" wget -nc -P ./inference https://paddleocr.bj.bcebos.com/dygraph_v2.0/slim/ch_ppocr_mobile_v2.0_rec_prune_train.tar cd ./inference && tar xf ${eval_model_name}.tar && cd ../ fi fi done done