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| "args": { | |
| "anno": "samples.jsonl", | |
| "backbone": "ast", | |
| "ast_model": "MIT/ast-finetuned-audioset-10-10-0.4593", | |
| "unfreeze": 0, | |
| "unfreeze_all": true, | |
| "epochs": 10, | |
| "batch_size": 24, | |
| "lr": 0.0001, | |
| "weight_decay": 0.0001, | |
| "num_slices": 10, | |
| "bars": 4, | |
| "n_mels": 128, | |
| "sample_rate": 16000, | |
| "neg_prob": 0.5, | |
| "augment": true, | |
| "cached_only": true, | |
| "accum_steps": 1, | |
| "val_frac": 0.15, | |
| "test_frac": 0.15, | |
| "seed": 42, | |
| "ckpt_dir": "checkpoints3", | |
| "workers": 0, | |
| "pos_weight": 1.5, | |
| "artist_split": true, | |
| "stage": 2, | |
| "mask_weight": 1.0, | |
| "resume": "checkpoints2/best.pt" | |
| } | |
| } |