from __future__ import annotations import torch def torch_vector_add(x: torch.Tensor, y: torch.Tensor) -> torch.Tensor: """Reference vector add with explicit shape checks.""" if x.shape != y.shape: raise ValueError(f"shape mismatch: {x.shape} vs {y.shape}") return x + y