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Runtime error
Runtime error
| Global: | |
| use_gpu: True | |
| epoch_num: 6 | |
| log_smooth_window: 20 | |
| print_batch_step: 50 | |
| save_model_dir: ./output/rec/rec_resnet_rfl_visual/ | |
| save_epoch_step: 1 | |
| # evaluation is run every 5000 iterations after the 4000th iteration | |
| eval_batch_step: [0, 5000] | |
| cal_metric_during_train: False | |
| pretrained_model: | |
| checkpoints: | |
| save_inference_dir: | |
| use_visualdl: False | |
| infer_img: doc/imgs_words_en/word_10.png | |
| # for data or label process | |
| character_dict_path: | |
| max_text_length: 25 | |
| infer_mode: False | |
| use_space_char: False | |
| save_res_path: ./output/rec/rec_resnet_rfl_visual.txt | |
| Optimizer: | |
| name: AdamW | |
| beta1: 0.9 | |
| beta2: 0.999 | |
| weight_decay: 0.0 | |
| clip_norm_global: 5.0 | |
| lr: | |
| name: Piecewise | |
| decay_epochs : [3, 4, 5] | |
| values : [0.001, 0.0003, 0.00009, 0.000027] | |
| Architecture: | |
| model_type: rec | |
| algorithm: RFL | |
| in_channels: 1 | |
| Transform: | |
| name: TPS | |
| num_fiducial: 20 | |
| loc_lr: 1.0 | |
| model_name: large | |
| Backbone: | |
| name: ResNetRFL | |
| use_cnt: True | |
| use_seq: False | |
| Neck: | |
| name: RFAdaptor | |
| use_v2s: False | |
| use_s2v: False | |
| Head: | |
| name: RFLHead | |
| in_channels: 512 | |
| hidden_size: 256 | |
| batch_max_legnth: 25 | |
| out_channels: 38 | |
| use_cnt: True | |
| use_seq: False | |
| Loss: | |
| name: RFLLoss | |
| PostProcess: | |
| name: RFLLabelDecode | |
| Metric: | |
| name: CNTMetric | |
| main_indicator: acc | |
| Train: | |
| dataset: | |
| name: LMDBDataSet | |
| data_dir: ./train_data/data_lmdb_release/training | |
| transforms: | |
| - DecodeImage: # load image | |
| img_mode: BGR | |
| channel_first: False | |
| - RFLLabelEncode: # Class handling label | |
| - RFLRecResizeImg: | |
| image_shape: [1, 32, 100] | |
| padding: false | |
| interpolation: 2 | |
| - KeepKeys: | |
| keep_keys: ['image', 'label', 'length', 'cnt_label'] # dataloader will return list in this order | |
| loader: | |
| shuffle: True | |
| batch_size_per_card: 64 | |
| drop_last: True | |
| num_workers: 8 | |
| Eval: | |
| dataset: | |
| name: LMDBDataSet | |
| data_dir: ./train_data/data_lmdb_release/evaluation | |
| transforms: | |
| - DecodeImage: # load image | |
| img_mode: BGR | |
| channel_first: False | |
| - RFLLabelEncode: # Class handling label | |
| - RFLRecResizeImg: | |
| image_shape: [1, 32, 100] | |
| padding: false | |
| interpolation: 2 | |
| - KeepKeys: | |
| keep_keys: ['image', 'label', 'length', 'cnt_label'] # dataloader will return list in this order | |
| loader: | |
| shuffle: False | |
| drop_last: False | |
| batch_size_per_card: 256 | |
| num_workers: 8 | |