VGG19 Structure Reference


                    
                    
                    Parameter

Declaration

Swift

public typealias Parameter = E


                    
                    
                    Device

Declaration

Swift

public typealias Device = D


                    
                    
                    conv1

Undocumented

Declaration

Swift

public var conv1: Sequential<Sequential<Sequential<Convolution2D<E, D>, BatchNorm<E, D>>, Sequential<Relu<E, D>, Convolution2D<E, D>>>, Sequential<Sequential<BatchNorm<E, D>, Relu<E, D>>, MaxPool2D<E, D>>>


                    
                    
                    conv2

Undocumented

Declaration

Swift

public var conv2: Sequential<Sequential<Sequential<Convolution2D<E, D>, BatchNorm<E, D>>, Sequential<Relu<E, D>, Convolution2D<E, D>>>, Sequential<Sequential<BatchNorm<E, D>, Relu<E, D>>, MaxPool2D<E, D>>>


                    
                    
                    conv3

Undocumented

Declaration

Swift

public var conv3: Sequential<Sequential<Sequential<Sequential<Convolution2D<E, D>, BatchNorm<E, D>>, Sequential<Relu<E, D>, Convolution2D<E, D>>>, Sequential<Sequential<BatchNorm<E, D>, Relu<E, D>>, Sequential<Convolution2D<E, D>, BatchNorm<E, D>>>>, Sequential<Sequential<Sequential<Relu<E, D>, Convolution2D<E, D>>, BatchNorm<E, D>>, Sequential<Relu<E, D>, MaxPool2D<E, D>>>>


                    
                    
                    conv4

Undocumented

Declaration

Swift

public var conv4: Sequential<Sequential<Sequential<Sequential<Convolution2D<E, D>, BatchNorm<E, D>>, Sequential<Relu<E, D>, Convolution2D<E, D>>>, Sequential<Sequential<BatchNorm<E, D>, Relu<E, D>>, Sequential<Convolution2D<E, D>, BatchNorm<E, D>>>>, Sequential<Sequential<Sequential<Relu<E, D>, Convolution2D<E, D>>, BatchNorm<E, D>>, Sequential<Relu<E, D>, MaxPool2D<E, D>>>>


                    
                    
                    conv5

Undocumented

Declaration

Swift

public var conv5: Sequential<Sequential<Sequential<Sequential<Convolution2D<E, D>, BatchNorm<E, D>>, Sequential<Relu<E, D>, Convolution2D<E, D>>>, Sequential<Sequential<BatchNorm<E, D>, Relu<E, D>>, Sequential<Convolution2D<E, D>, BatchNorm<E, D>>>>, Sequential<Sequential<Sequential<Relu<E, D>, Convolution2D<E, D>>, BatchNorm<E, D>>, Sequential<Relu<E, D>, MaxPool2D<E, D>>>>


                    
                    
                    dense

Undocumented

Declaration

Swift

public var dense: DenseLayer


                    
                    
                    init(inputChannels:classes:)

Undocumented

Declaration

Swift

public init(inputChannels: Int, classes: Int)