Class Conv2DTranspose

Inheritance
System.Object
BaseLayer
Conv2DTranspose
Inherited Members
Namespace: SiaNet.Layers
Assembly: SiaNet.dll
Syntax
public class Conv2DTranspose : BaseLayer

Constructors

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Conv2DTranspose(UInt32, Tuple<UInt32, UInt32>, UInt32, PaddingType, Tuple<UInt32, UInt32>, ActType, BaseInitializer, BaseRegularizer, BaseConstraint, Boolean, BaseInitializer, BaseRegularizer, BaseConstraint)

Declaration
public Conv2DTranspose(uint filters, Tuple<uint, uint> kernalSize, uint strides = 1U, PaddingType padding = PaddingType.Same, Tuple<uint, uint> dialationRate = null, ActType activation = ActType.Linear, BaseInitializer kernalInitializer = null, BaseRegularizer kernalRegularizer = null, BaseConstraint kernalConstraint = null, bool useBias = true, BaseInitializer biasInitializer = null, BaseRegularizer biasRegularizer = null, BaseConstraint biasConstraint = null)
Parameters
Type Name Description
System.UInt32 filters
System.Tuple<System.UInt32, System.UInt32> kernalSize
System.UInt32 strides
PaddingType padding
System.Tuple<System.UInt32, System.UInt32> dialationRate
ActType activation
BaseInitializer kernalInitializer
BaseRegularizer kernalRegularizer
BaseConstraint kernalConstraint
System.Boolean useBias
BaseInitializer biasInitializer
BaseRegularizer biasRegularizer
BaseConstraint biasConstraint

Methods

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Backward(Tensor)

Declaration
public override void Backward(Tensor outputgrad)
Parameters
Type Name Description
Tensor outputgrad
Overrides
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Forward(Tensor)

Declaration
public override void Forward(Tensor x)
Parameters
Type Name Description
Tensor x
Overrides