training TriFuse-AD on seed=7 fold=0 (cuda) for interpretability...
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
/root/al/src/trifuse/models/trifuse.py:82: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.norm_first was True
  self.transformer = nn.TransformerEncoder(layer, num_layers=n_transformer_layers)
wrote /root/al/results/figures/fig_gradcam_trifuse.png  (6 correct + 3 wrong cases)