clinicadl.losses.config.GeneralizedDiceFocalLossConfig

clinicadl.losses.config.GeneralizedDiceFocalLossConfig

Config class for monai.losses.GeneralizedDiceFocalLoss.

parameter gamma: NonNegativeFloat = 2.0

parameter weight: Union[NonNegativeFloat, list[NonNegativeFloat], None] = None

parameter lambda_gdl: NonNegativeFloat = 1.0

parameter lambda_focal: NonNegativeFloat = 1.0

parameter w_type: GeneralizedDiceWeight = square

parameter include_background: bool = True

parameter to_onehot_y: bool = False

parameter sigmoid: bool = False

parameter softmax: bool = False

parameter other_act: Optional[Callable[[torch.Tensor], torch.Tensor]] = None

parameter reduction: Reduction = mean

parameter smooth_nr: NonNegativeFloat = 1e-05

parameter smooth_dr: NonNegativeFloat = 1e-05

parameter batch: bool = False