| { | |
| "manifest": "edge_audio_runs/efficientat_target4_aug/manifest_aug_target4.csv", | |
| "out_dir": "edge_audio_runs/efficientat_target4_aug/full_mn10_as_2s_seed42_group-source", | |
| "efficientat_dir": "EfficientAT", | |
| "model_name": "mn10_as", | |
| "head_type": "mlp", | |
| "sample_rate": 32000, | |
| "clip_seconds": 2.0, | |
| "epochs": 20, | |
| "batch_size": 16, | |
| "lr": 0.0001, | |
| "weight_decay": 0.0001, | |
| "n_splits": 5, | |
| "test_size": 0.2, | |
| "seed": 42, | |
| "num_workers": 0, | |
| "patience": 6, | |
| "freeze_backbone_epochs": 2, | |
| "amp": true, | |
| "weighted_sampler": true, | |
| "selection_metric": "macro_recall", | |
| "class_weight": "balanced", | |
| "max_samples_per_class": 0, | |
| "group_col": "group_id", | |
| "label_col": "label", | |
| "path_col": "path", | |
| "device": "auto" | |
| } | |