SoftShrink

java.lang.Object

smile.deep.activation.ActivationFunction

smile.deep.activation.SoftShrink

All Implemented Interfaces:: Serializable, Function<Tensor,Tensor>, Layer

public class SoftShrink extends ActivationFunction

Soft Shrink activation function.

See Also:

Constructor Summary

Constructors

Constructor

Description

SoftShrink()

Constructor.

SoftShrink(double lambda)

Constructor.
Method Summary

Modifier and Type

Method

Description

Tensor

forward(Tensor x)

Forward propagation (or forward pass) through the layer.

Methods inherited from class smile.deep.activation.ActivationFunction
asTorch, isInplace, name

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface java.util.function.Function
andThen, compose

Methods inherited from interface smile.deep.layer.Layer
apply, isTraining

Constructor Details
- SoftShrink
  
  public SoftShrink()
  
  Constructor.
- SoftShrink
  
  public SoftShrink(double lambda)
  
  Constructor.
  
  Parameters:
  
  lambda - The lambda value in the formulation.
Method Details
- forward
  
  public Tensor forward(Tensor x)
  
  Description copied from interface: Layer
  
  Forward propagation (or forward pass) through the layer.
  
  Parameters:
  
  x - the input tensor.
  
  Returns:
  
  the output tensor.