org.tensorflow.op.core

Class LeakyRelu<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.LeakyRelu<T>

Type Parameters:

T - data type for activations() output

All Implemented Interfaces:

Op, Operand<T>

public final class LeakyRelu<T extends Number>
extends PrimitiveOp
implements Operand<T>

Computes rectified linear: `max(features, features * alpha)`.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	LeakyRelu.Options Optional attributes for LeakyRelu

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	activations()
static LeakyRelu.Options	alpha(Float alpha)
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number> LeakyRelu<T>	create(Scope scope, Operand<T> features, LeakyRelu.Options... options) Factory method to create a class to wrap a new LeakyRelu operation to the graph.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T extends Number> LeakyRelu<T> create(Scope scope,
                                                     Operand<T> features,
                                                     LeakyRelu.Options... options)

Factory method to create a class to wrap a new LeakyRelu operation to the graph.

Parameters:

scope - current graph scope

features -

options - carries optional attributes values

Returns:

a new instance of LeakyRelu

alpha

public static LeakyRelu.Options alpha(Float alpha)

Parameters:

alpha -

activations

public Output<T> activations()

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T extends Number>

See Also:

OperationBuilder.addInput(Output)