clinicadl.networks.config.ResNetConfig¶

clinicadl.networks.config.ResNetConfig[source]¶

Config class for clinicadl.networks.nn.ResNet.

parameter spatial_dims: PositiveInt [Required]¶

parameter in_channels: PositiveInt [Required]¶

parameter num_outputs: Optional[PositiveInt] [Required]¶

parameter block_type: ResNetBlockType = ResNetBlockType.BASIC¶

parameter n_res_blocks: Sequence[PositiveInt] = (2, 2, 2, 2)¶

parameter n_features: Sequence[PositiveInt] = (64, 128, 256, 512)¶

parameter init_conv_size: Union[Sequence[PositiveInt], PositiveInt] = 7¶

parameter init_conv_stride: Union[Sequence[PositiveInt], PositiveInt] = 2¶

parameter bottleneck_reduction: 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¶