org.tensorflow.op.core

Class SoftsignGrad<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

T - data type for backprops() output

All Implemented Interfaces:

Op, Operand<T>

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

Computes softsign gradients for a softsign operation.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
Output<T>	backprops() The gradients: `gradients / (1 + abs(features)) ** 2`.
static <T extends Number> SoftsignGrad<T>	create(Scope scope, Operand<T> gradients, Operand<T> features) Factory method to create a class to wrap a new SoftsignGrad 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> SoftsignGrad<T> create(Scope scope,
                                                        Operand<T> gradients,
                                                        Operand<T> features)

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

Parameters:

scope - current graph scope

gradients - The backpropagated gradients to the corresponding softsign operation.

features - The features passed as input to the corresponding softsign operation.

Returns:

a new instance of SoftsignGrad

backprops

public Output<T> backprops()

The gradients: `gradients / (1 + abs(features)) ** 2`.

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)