Class EluGrad<T extends TNumber>

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.nn.EluGrad<T>

All Implemented Interfaces:

Shaped, Op, Operand<T>

@Operator(group="nn")
public final class EluGrad<T extends TNumber>
extends RawOp
implements Operand<T>

Computes gradients for the exponential linear (Elu) operation.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	EluGrad.Inputs<T extends TNumber>

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
EluGrad(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<T>	asOutput()	Returns the symbolic handle of the tensor.
Output<T>	backprops()	Gets backprops.
static <T extends TNumber> EluGrad<T>	create(Scope scope, Operand<T> gradients, Operand<T> outputs)	Factory method to create a class wrapping a new EluGrad operation.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env, op

Methods inherited from interface Operand

asTensor, shape, type

Methods inherited from interface Shaped

rank, size

Field Details

OP_NAME

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

See Also:

• Constant Field Values

Constructor Details

EluGrad

public EluGrad(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static <T extends TNumber> EluGrad<T> create(Scope scope,
 Operand<T> gradients,
 Operand<T> outputs)

Factory method to create a class wrapping a new EluGrad operation.

Type Parameters:

T - data type for EluGrad output and operands

Parameters:

scope - current scope

gradients - The backpropagated gradients to the corresponding Elu operation.

outputs - The outputs of the corresponding Elu operation.

Returns:

a new instance of EluGrad

backprops

public Output<T> backprops()

Gets backprops. The gradients: gradients * (outputs + 1) if outputs < 0, gradients otherwise.

Returns:

backprops.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of the 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 TNumber>

See Also:

• OperationBuilder.addInput(Output)