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Class Reshape

Reshapes an output to a certain shape.

Inheritance
System.Object
BaseLayer
Reshape
Inherited Members
BaseLayer.Params
BaseLayer.Input
BaseLayer.Output
BaseLayer.Name
BaseLayer.SkipPred
BaseLayer.Item[String]
BaseLayer.BuildParam(String, Int64[], DataType, BaseInitializer, BaseConstraint, BaseRegularizer, Boolean)
Namespace: SiaNet.Layers
Assembly: SiaNet.dll
Syntax
public class Reshape : BaseLayer

Constructors

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Reshape(Int64[])

The target output shape

Declaration
public Reshape(long[] targetShape)
Parameters
Type Name Description
System.Int64[] targetShape

Properties

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TargetShape

Target new shape. One and only one dim can be 0, in which case it will be inferred from the rest of dims

Declaration
public long[] TargetShape { get; set; }
Property Value
Type Description
System.Int64[]

Methods

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Backward(Tensor)

Calculate the gradient of this layer function

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

The calculated output grad from previous layer.

Overrides
BaseLayer.Backward(Tensor)
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Forward(Tensor)

Forwards the inputs and compute the output

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

The input tensor for this layer.

Overrides
BaseLayer.Forward(Tensor)

See Also

BaseLayer
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