Class Conv3D

Inheritance
System.Object
BaseLayer
Conv3D
Inherited Members
Namespace: SiaNet.Layers
Assembly: SiaNet.dll
Syntax
public class Conv3D : BaseLayer

Constructors

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Conv3D(Int32, Tuple<Int32, Int32, Int32>, Int32, PaddingType, Tuple<Int32, Int32, Int32>, ActType, BaseInitializer, BaseRegularizer, BaseConstraint, Boolean, BaseInitializer, BaseRegularizer, BaseConstraint)

Declaration
public Conv3D(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

Properties

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Act

Declaration
public ActType Act { get; set; }
Property Value
Type Description
ActType
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BiasConstraint

Declaration
public BaseConstraint BiasConstraint { get; set; }
Property Value
Type Description
BaseConstraint
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BiasInitializer

Declaration
public BaseInitializer BiasInitializer { get; set; }
Property Value
Type Description
BaseInitializer
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BiasRegularizer

Declaration
public BaseRegularizer BiasRegularizer { get; set; }
Property Value
Type Description
BaseRegularizer
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DialationRate

Declaration
public Tuple<int, int, int> DialationRate { get; set; }
Property Value
Type Description
System.Tuple<System.Int32, System.Int32, System.Int32>
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Filters

Declaration
public int Filters { get; set; }
Property Value
Type Description
System.Int32
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KernalConstraint

Declaration
public BaseConstraint KernalConstraint { get; set; }
Property Value
Type Description
BaseConstraint
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KernalInitializer

Declaration
public BaseInitializer KernalInitializer { get; set; }
Property Value
Type Description
BaseInitializer
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KernalRegularizer

Declaration
public BaseRegularizer KernalRegularizer { get; set; }
Property Value
Type Description
BaseRegularizer
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KernalSize

Declaration
public Tuple<int, int, int> KernalSize { get; set; }
Property Value
Type Description
System.Tuple<System.Int32, System.Int32, System.Int32>
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Padding

Declaration
public PaddingType Padding { get; set; }
Property Value
Type Description
PaddingType
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Strides

Declaration
public int Strides { get; set; }
Property Value
Type Description
System.Int32
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UseBias

Declaration
public bool UseBias { get; set; }
Property Value
Type Description
System.Boolean

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