| Global: | |
| debug: false | |
| use_gpu: true | |
| epoch_num: 25 | |
| log_smooth_window: 20 | |
| print_batch_step: 50 | |
| save_model_dir: ./output/final_e25 | |
| save_epoch_step: 14 | |
| eval_batch_step: | |
| - 0 | |
| - 697 | |
| cal_metric_during_train: true | |
| pretrained_model: ./models/latin_PP-OCRv3_rec_train/best_accuracy | |
| checkpoints: null | |
| save_inference_dir: ./inference/final | |
| use_visualdl: false | |
| infer_img: doc/imgs_words/ch/word_1.jpg | |
| character_dict_path: ppocr/utils/dict/latin_dict.txt | |
| max_text_length: 25 | |
| infer_mode: false | |
| use_space_char: true | |
| distributed: true | |
| save_res_path: ./output/rec/predicts_ppocrv3.txt | |
| seed: 42 | |
| Optimizer: | |
| name: Adam | |
| beta1: 0.9 | |
| beta2: 0.999 | |
| lr: | |
| name: Cosine | |
| learning_rate: 0.001 | |
| warmup_epoch: 5 | |
| regularizer: | |
| name: L2 | |
| factor: 3.0e-05 | |
| Architecture: | |
| model_type: rec | |
| algorithm: SVTR | |
| Transform: null | |
| Backbone: | |
| name: MobileNetV1Enhance | |
| scale: 0.5 | |
| last_conv_stride: | |
| - 1 | |
| - 2 | |
| last_pool_type: avg | |
| Head: | |
| name: MultiHead | |
| head_list: | |
| - CTCHead: | |
| Neck: | |
| name: svtr | |
| dims: 64 | |
| depth: 2 | |
| hidden_dims: 120 | |
| use_guide: true | |
| Head: | |
| fc_decay: 1.0e-05 | |
| - SARHead: | |
| enc_dim: 512 | |
| max_text_length: 25 | |
| Loss: | |
| name: MultiLoss | |
| loss_config_list: | |
| - CTCLoss: null | |
| - SARLoss: null | |
| PostProcess: | |
| name: CTCLabelDecode | |
| Metric: | |
| name: RecMetric | |
| main_indicator: acc | |
| keep_space: false | |
| Train: | |
| dataset: | |
| name: SimpleDataSet | |
| data_dir: /data/AIDA/iter4/rivikuvat | |
| label_file_list: | |
| - /data/AIDA/iter4/annot/train_kone_best_iter2_14_02_24.txt | |
| - /data/AIDA/iter4/annot/train_kone_best_iter3_04_03_24.txt | |
| - /data/AIDA/iter4/annot/train_sini3_2_19_03_kone_best.txt | |
| - /data/AIDA/iter4/annot/train_kasi_best_iter2_14_2_24.txt | |
| - /data/AIDA/iter4/annot/train_kasi_best_iter3_04_03_24.txt | |
| - /data/AIDA/iter4/annot/train_sini3_2_19_03_kasi_best.txt | |
| - /data/AIDA/iter4/annot/normaali_16k_train.txt | |
| - /data/AIDA/iter4/annot/shaken_train.txt | |
| - /data/AIDA/iter4/annot/noise_k5_train.txt | |
| - /data/AIDA/iter4/annot/noise_k5_sin_train.txt | |
| transforms: | |
| - DecodeImage: | |
| img_mode: BGR | |
| channel_first: false | |
| - RecAug: | |
| reverse_prob: 0.25 | |
| noise_prob: 0.25 | |
| blur_prob: 0.25 | |
| hsv_aug_prob: 0.25 | |
| - MultiLabelEncode: null | |
| - SARRecResizeImg: | |
| image_shape: | |
| - 3 | |
| - 48 | |
| - 48 | |
| - 320 | |
| width_downsample_ratio: 0.25 | |
| mode: v3 | |
| - KeepKeys: | |
| keep_keys: | |
| - image | |
| - label_ctc | |
| - label_sar | |
| - length | |
| - valid_ratio | |
| loader: | |
| shuffle: true | |
| batch_size_per_card: 128 | |
| drop_last: true | |
| num_workers: 22 | |
| Eval: | |
| dataset: | |
| name: SimpleDataSet | |
| data_dir: /data/AIDA/iter4/rivikuvat | |
| label_file_list: | |
| - /data/AIDA/iter4/annot/valid_kone_best_iter2_filttered_14_2_24.txt | |
| - /data/AIDA/iter4/annot/valid_kone_best_iter3_04_03_24.txt | |
| - /data/AIDA/iter4/annot/valid_sini3_2_19_03_kone_best.txt | |
| transforms: | |
| - DecodeImage: | |
| img_mode: BGR | |
| channel_first: false | |
| - MultiLabelEncode: null | |
| - SARRecResizeImg: | |
| image_shape: | |
| - 3 | |
| - 48 | |
| - 48 | |
| - 320 | |
| width_downsample_ratio: 0.25 | |
| mode: v3 | |
| - KeepKeys: | |
| keep_keys: | |
| - image | |
| - label_ctc | |
| - label_sar | |
| - length | |
| - valid_ratio | |
| loader: | |
| shuffle: false | |
| drop_last: false | |
| batch_size_per_card: 128 | |
| num_workers: 16 | |
| profiler_options: null | |