org.tensorflow.op.nn

Class Relu6Grad<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.nn.Relu6Grad<T>

Type Parameters:

T - data type for backprops() output

All Implemented Interfaces:

Op, Operand<T>

public final class Relu6Grad<T extends Number>
extends PrimitiveOp
implements Operand<T>

Computes rectified linear 6 gradients for a Relu6 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 * (features > 0) * (features < 6)`.
static <T extends Number> Relu6Grad<T>	create(Scope scope, Operand<T> gradients, Operand<T> features) Factory method to create a class wrapping a new Relu6Grad operation.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <T extends Number> Relu6Grad<T> create(Scope scope,
                                                     Operand<T> gradients,
                                                     Operand<T> features)

Factory method to create a class wrapping a new Relu6Grad operation.

Parameters:

scope - current scope

gradients - The backpropagated gradients to the corresponding Relu6 operation.

features - The features passed as input to the corresponding Relu6 operation, or its output; using either one produces the same result.

Returns:

a new instance of Relu6Grad

backprops

public Output<T> backprops()

The gradients: `gradients * (features > 0) * (features < 6)`.

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)