import torch import torch.nn.functional as F def ensure_size(tensor: torch.Tensor, size: tuple[int, int] = (128, 128)): if tensor.shape[-2:] == size: return tensor else: return F.interpolate( tensor, size=size, mode="bilinear", align_corners=False )