"""Reading FineSplat training checkpoints.""" def checkpoint_state(ckpt: dict, use_ema: bool = False) -> dict: """Checkpoint weights under the current module names (EMA weights if ``use_ema``). Legacy ``refiner.*`` keys (and a top-level ``"refiner"`` dict) are mapped onto ``stage2.*``.""" state = ckpt.get("ema") if use_ema else None if state is None: state = ckpt.get("state", ckpt.get("refiner", ckpt)) return {("stage2." + k[len("refiner."):] if k.startswith("refiner.") else k): v for k, v in state.items()}