| { | |
| "data_dir": "/kaggle/working/training_model23_final_train_ready", | |
| "output_dir": "/kaggle/working/asl_transformer_84class_run", | |
| "seq_len": 50, | |
| "input_dim": 408, | |
| "num_classes": 84, | |
| "d_model": 256, | |
| "nhead": 4, | |
| "num_layers": 3, | |
| "dim_feedforward": 512, | |
| "dropout": 0.3, | |
| "batch_size": 64, | |
| "epochs": 60, | |
| "max_lr": 0.0006, | |
| "weight_decay": 0.0001, | |
| "label_smoothing": 0.05, | |
| "grad_clip": 1.0, | |
| "patience": 10, | |
| "num_workers": 2, | |
| "pin_memory": true, | |
| "use_augmentation": true, | |
| "noise_std": 0.01, | |
| "feature_dropout_prob": 0.03, | |
| "time_mask_prob": 0.15, | |
| "time_mask_max_len": 6, | |
| "seed": 42, | |
| "use_amp": true | |
| } |