{
  "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"
}