import torch
from torchmetrics.image import StructuralSimilarityIndexMeasure
preds = torch.rand([3, 3, 256, 256])
target = preds * 0.75
metric = StructuralSimilarityIndexMeasure(data_range=1.0)
metric.update(preds, target)
fig_, ax_ = metric.plot()