torch.nn.functional.sigmoid torch.nn.functional.sigmoid(input) → Tensor [source] Applies the element-wise function Sigmoid(x)=11+exp(−x)\text{Sigmoid}(x) = \frac{1}{1 + \exp(-x)} See Sigmoid for more details.