Class Conv3DTranspose

Inheritance
System.Object
BaseLayer
Conv3DTranspose
Inherited Members
Namespace: SiaNet.Layers
Assembly: SiaNet.dll
Syntax
public class Conv3DTranspose : BaseLayer

Constructors

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Conv3DTranspose(Int32, Tuple<Int32, Int32, Int32>, Int32, PaddingType, Tuple<Int32, Int32, Int32>, ActType, BaseInitializer, BaseRegularizer, BaseConstraint, Boolean, BaseInitializer, BaseRegularizer, BaseConstraint)

Declaration
public Conv3DTranspose(int filters, Tuple<int, int, int> kernalSize, int strides = 1, PaddingType padding = PaddingType.Same, Tuple<int, int, int> 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.Int32 filters
System.Tuple<System.Int32, System.Int32, System.Int32> kernalSize
System.Int32 strides
PaddingType padding
System.Tuple<System.Int32, System.Int32, System.Int32> 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