Root Mean Squared Error Using Sliding Window

Module Interface

torchmetrics.RootMeanSquaredErrorUsingSlidingWindow

alias of torchmetrics.image._deprecated._RootMeanSquaredErrorUsingSlidingWindow

Functional Interface

torchmetrics.functional.root_mean_squared_error_using_sliding_window(preds, target, window_size=8, return_rmse_map=False)

Wrapper for deprecated import.

>>> import torch
>>> g = torch.manual_seed(22)
>>> preds = torch.rand(4, 3, 16, 16)
>>> target = torch.rand(4, 3, 16, 16)
>>> _root_mean_squared_error_using_sliding_window(preds, target)
tensor(0.3999)

Return type

Union[Tensor, None, Tuple[Optional[Tensor], Tensor]]