| { | |
| "model": "PARSeq-tiny", | |
| "dataset": "RxHandBDMain", | |
| "charset": "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!\"#$%&'()*+,-./:;<=>?@[\\]^_`{|}~ ", | |
| "img_size": [ | |
| 32, | |
| 128 | |
| ], | |
| "hparams": { | |
| "batch_size": 32, | |
| "max_epochs": 30, | |
| "lr": 0.0001, | |
| "weight_decay": 0.0001, | |
| "warmup_steps": 100, | |
| "patience": 7, | |
| "grad_clip": 1.0 | |
| }, | |
| "results": { | |
| "best_epoch": 16, | |
| "train_cer": 0.15236387349201175, | |
| "train_wacc": 0.5131077750392113, | |
| "test_cer_raw": 0.26580204778156996, | |
| "test_wacc_raw": 0.4385650224215247, | |
| "test_cer_lex": 0.3415699658703072, | |
| "test_wacc_lex": 0.35515695067264574, | |
| "overfit_gap": 0.07454275261768667 | |
| } | |
| } |