Package org.tensorflow.op.nn

Class ReluGrad<T extends java.lang.Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

T - data type for backprops() output

All Implemented Interfaces:

Op, Operand<T>

public final class ReluGrad<T extends java.lang.Number>
extends PrimitiveOp
implements Operand<T>

Computes rectified linear gradients for a Relu operation.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method	Description
Output<T>	asOutput()	Returns the symbolic handle of a tensor.
Output<T>	backprops()	`gradients * (features > 0)`.
static <T extends java.lang.Number> ReluGrad<T>	create(Scope scope, Operand<T> gradients, Operand<T> features)	Factory method to create a class to wrap a new ReluGrad operation to the graph.

Methods inherited from class java.lang.Object

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Method Detail

create

public static <T extends java.lang.Number> ReluGrad<T> create(Scope scope,
                                                              Operand<T> gradients,
                                                              Operand<T> features)

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

Parameters:

scope - current graph scope

gradients - The backpropagated gradients to the corresponding Relu operation.

features - The features passed as input to the corresponding Relu operation, OR the outputs of that operation (both work equivalently).

Returns:

a new instance of ReluGrad

backprops

public Output<T> backprops()

`gradients * (features > 0)`.

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 java.lang.Number>

See Also:

OperationBuilder.addInput(Output)