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Signal-to-Noise Ratio (SNR)

Module Interface

torchmetrics.SignalNoiseRatio[source]

alias of _SignalNoiseRatio

Functional Interface

torchmetrics.functional.signal_noise_ratio(preds, target, zero_mean=False)[source]

Wrapper for deprecated import.

>>> from torch import tensor
>>> target = tensor([3.0, -0.5, 2.0, 7.0])
>>> preds = tensor([2.5, 0.0, 2.0, 8.0])
:rtype: :py:class:`~torch.Tensor`
>>> _signal_noise_ratio(preds, target)
tensor(16.1805)