netmap.model.standardautoencoder.LogCoshLoss

class netmap.model.standardautoencoder.LogCoshLoss(*args: Any, **kwargs: Any)

Bases: Module

__init__()

Log-Cosh Loss

forward(y_true, y_pred)

Compute the Log-Cosh loss. :type y_true: torch.Tensor :param y_true: Ground truth values. :type y_true: torch.Tensor :type y_pred: torch.Tensor :param y_pred: Predicted values. :type y_pred: torch.Tensor

Returns:

Log-Cosh loss.

Return type:

torch.Tensor