freeze_backbone

Freeze all layers except the last (head) for finetuning.

Sets requires_grad=False on backbone parameters and keeps backbone layers in eval mode (preventing observer updates). Overrides model.train() so the backbone stays frozen even when the Trainer calls model.train().