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wandb:
offline: false
project: babyhubert-finetune
name: train
data:
dataset_path: data/baby_train
classes:
- KCHI
- OCH
- MAL
- FEM
dataset_multiplier: 1.0
audio:
chunk_duration_s: 4
sample_rate: 16000
strict_frames: false
model:
name: surgical_hubert_hydra
chkp_path: null
config:
wav_encoder: ""
encoder_layers: []
reduction: weighted
classifier: 256
train:
lr: 1.0e-05
batch_size: 128
max_epochs: 3
validation_metric: loss
extra_val_metrics:
- loss
- f1_score
profiler: null
dataloader:
num_workers: 8
scheduler:
patience: 3
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