import torch
from torchmetrics.audio import SignalNoiseRatio
metric = SignalNoiseRatio()
values = [ ]
for _ in range(10):
    values.append(metric(torch.rand(4), torch.rand(4)))
fig_, ax_ = metric.plot(values)