Upload config.yaml with huggingface_hub

config.yaml

@@ -0,0 +1,76 @@
+exp_name: PartialSpoof_eat_Nes2Net_NoAug_seed42
+output_dir: ./outputs/batch7_PartialSpoof/
+seed: 42
+data:
+  sampling_rate: 16000
+  label_map:
+    bonafide: 1
+    spoof: 0
+  train:
+    dataset_type: StandardDataset
+    parquet_files:
+    - /netscratch/yelkheir/DeepFense/DeepFense/deepfense/config/parquets/PartialSpoof/train.parquet
+    dataset_names:
+    - PartialSpoof_Train
+    batch_size: 16
+    shuffle: true
+    num_workers: 4
+    augment_transform: []
+  val:
+    dataset_type: StandardDataset
+    parquet_files:
+    - /netscratch/yelkheir/DeepFense/DeepFense/deepfense/config/parquets/PartialSpoof/dev.parquet
+    dataset_names:
+    - PartialSpoof_Val
+    batch_size: 1
+    shuffle: false
+    num_workers: 4
+  test:
+    dataset_type: StandardDataset
+    parquet_files:
+    - /netscratch/yelkheir/DeepFense/DeepFense/deepfense/config/parquets/PartialSpoof/eval.parquet
+    dataset_names:
+    - PartialSpoof_Eval
+    batch_size: 1
+    shuffle: false
+    num_workers: 4
+model:
+  type: StandardDetector
+  frontend:
+    type: eat
+    args:
+      source: huggingface
+      ckpt_path: worstchan/EAT-large_epoch20_pretrain
+      freeze: false
+  backend:
+    type: Nes2Net
+    args:
+      input_dim: 1024
+      filts:
+      - 32
+      - 64
+      - 128
+      - 256
+      strides:
+      - 1
+      - 2
+      - 2
+      - 2
+  loss:
+  - type: CrossEntropy
+    embedding_dim: 1024
+    n_classes: 2
+    weight: 1.0
+training:
+  trainer: StandardTrainer
+  epochs: 100
+  early_stopping_patience: 7
+  optimizer:
+    type: adam
+    lr: 1.0e-06
+  metrics:
+    ACC: {}
+    EER: {}
+  eval_every_epochs: 1
+  device: cuda
+  output_dir: ./outputs/batch7_PartialSpoof/PartialSpoof_eat_Nes2Net_NoAug_seed42_20260121_134706