clinicadl.losses

For creating a criterion to minimize during training.

clinicadl.losses.config

Config classes for loss functions natively supported in ClinicaDL.

Classification / Segmentation

BCELossConfig	Config class for torch.nn.BCELoss.
BCEWithLogitsLossConfig	Config class for torch.nn.BCEWithLogitsLoss.
CrossEntropyLossConfig	Config class for torch.nn.CrossEntropyLoss.
NLLLossConfig	Config class for torch.nn.NLLLoss.
MultiMarginLossConfig	Config class for torch.nn.MultiMarginLoss.

Regression / Reconstruction

MSELossConfig	Config class for torch.nn.MSELoss.
L1LossConfig	Config class for torch.nn.L1Loss.
SmoothL1LossConfig	Config class for torch.nn.SmoothL1Loss.
HuberLossConfig	Config class for torch.nn.HuberLoss.
KLDivLossConfig	Config class for torch.nn.KLDivLoss.