Class Softplus

The softplus activation: log(exp(x) + 1).

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

Constructors

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Softplus()

Initializes a new instance of the Softplus class.

Declaration
public Softplus()

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
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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

See Also