Root Mean Squared Error Using Sliding Window

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Root Mean Squared Error Using Sliding Window

Module Interface

torchmetrics.RootMeanSquaredErrorUsingSlidingWindow

alias of _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)
:rtype: :py:data:`~typing.Union`\[:py:class:`~torch.Tensor`, :py:obj:`None`, :py:data:`~typing.Tuple`\[:py:data:`~typing.Optional`\[:py:class:`~torch.Tensor`], :py:class:`~torch.Tensor`]]

>>> _root_mean_squared_error_using_sliding_window(preds, target)
tensor(0.3999)