clinicadl.networks.config.DenseNetConfig¶

clinicadl.networks.config.DenseNetConfig[source]¶

Config class for clinicadl.networks.nn.DenseNet.

parameter spatial_dims: PositiveInt [Required]¶

parameter in_channels: PositiveInt [Required]¶

parameter num_outputs: Optional[PositiveInt] [Required]¶

parameter n_dense_layers: Sequence[PositiveInt] = (6, 12, 24, 16)¶

parameter init_features: PositiveInt = 64¶

parameter growth_rate: PositiveInt = 32¶

parameter bottleneck_factor: PositiveInt = 4¶

parameter act: Union[ActFunction, tuple[ActFunction, dict[str, Any]]] = ('relu', {'inplace': True})¶

parameter output_act: Union[ActFunction, tuple[ActFunction, dict[str, Any]], None] = None¶

parameter dropout: Optional[NonNegativeFloat] = None¶