Class Conv2DLayer

Namespace

NeuralNetworks.Layers

Assembly

NeuralNetworks.dll

public class Conv2DLayer : Layer<float[,,,], float[,,,]>

Inheritance

object

Layer

Layer<float[,,,], float[,,,]>

Conv2DLayer

Inherited Members

Layer<float[,,,], float[,,,]>.Input

Layer<float[,,,], float[,,,]>.Forward(float[,,,], bool)

Layer<float[,,,], float[,,,]>.Backward(float[,,,])

Layer<float[,,,], float[,,,]>.UpdateParams(Optimizer)

Layer<float[,,,], float[,,,]>.CreateOperationListBuilder()

Layer<float[,,,], float[,,,]>.SetupLayer()

Layer<float[,,,], float[,,,]>.AddOperation<TOpOut>(Operation<float[,,,], TOpOut>)

Layer<float[,,,], float[,,,]>.GetOutputType()

Layer<float[,,,], float[,,,]>.GetInputType()

Layer<float[,,,], float[,,,]>.Forward(object, bool)

Layer<float[,,,], float[,,,]>.Backward(object)

Layer<float[,,,], float[,,,]>.GetParamCount()

Layer.SetRegistered()

Layer.GetOutputType()

Layer.GetInputType()

Layer.Forward(object, bool)

Layer.Backward(object)

Layer.UpdateParams(Optimizer)

Layer.GetParamCount()

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

Constructors

Conv2DLayer(int, int, int, ActivationFunction<float[,,,], float[,,,]>, ParamInitializer, Dropout4D?, bool, int?, int?, int, int, int, int)

public Conv2DLayer(int kernels, int kernelHeight, int kernelWidth, ActivationFunction<float[,,,], float[,,,]> activationFunction, ParamInitializer paramInitializer, Dropout4D? dropout = null, bool addBias = false, int? paddingHeight = null, int? paddingWidth = null, int strideHeight = 1, int strideWidth = 1, int dilatationHeight = 1, int dilatationWidth = 1)

Parameters

kernels int

kernelHeight int

kernelWidth int

activationFunction ActivationFunction<float[,,,], float[,,,]>

paramInitializer ParamInitializer

dropout Dropout4D

addBias bool

paddingHeight int?

paddingWidth int?

strideHeight int

strideWidth int

dilatationHeight int

dilatationWidth int

Methods

CreateOperationListBuilder()

public override OperationListBuilder<float[,,,], float[,,,]> CreateOperationListBuilder()

Returns

OperationListBuilder<float[,,,], float[,,,]>

ToString()

Returns a string that represents the current object.

public override string ToString()

Returns

string

A string that represents the current object.