import torch
from torchmetrics.audio import ScaleInvariantSignalDistortionRatio
target = torch.randn(5)
preds = torch.randn(5)
metric = ScaleInvariantSignalDistortionRatio()
values = [ ]
for _ in range(10):
    values.append(metric(preds, target))
fig_, ax_ = metric.plot(values)