Package smile.deep.activation

Class ReLU

java.lang.Object

smile.deep.activation.ActivationFunction

smile.deep.activation.ReLU

All Implemented Interfaces:

Serializable, Function<Tensor,Tensor>, Layer

public class ReLU
extends ActivationFunction

Rectified Linear Unit activation function.

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
ReLU(boolean inplace)	Constructor.

Method Summary

Modifier and Type	Method	Description
Tensor	forward(Tensor input)	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

ReLU

public ReLU(boolean inplace)

Constructor.

Parameters:

inplace - true if the operation executes in-place.

Method Details

forward

public Tensor forward(Tensor input)

Description copied from interface: Layer

Forward propagation (or forward pass) through the layer.

Parameters:

input - the input tensor.

Returns:

the output tensor.