HardShrink

java.lang.Object

smile.deep.activation.ActivationFunction

smile.deep.activation.HardShrink

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

public class HardShrink extends ActivationFunction

Hard Shrink activation function.

See Also:

Constructor Summary

Constructors

Constructor

Description

HardShrink()

Constructor.

HardShrink(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
- HardShrink
  
  public HardShrink()
  
  Constructor.
- HardShrink
  
  public HardShrink(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.