org.tensorflow.op.train

Class TileGrad<T extends TType>

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.train.TileGrad<T>

Type Parameters:

T - data type for output output

All Implemented Interfaces:

org.tensorflow.ndarray.Shaped, Op, Operand<T>

@Operator(group="train")
public final class TileGrad<T extends TType>
extends RawOp
implements Operand<T>

Returns the gradient of Tile. Since Tile takes an input and repeats the input multiples times along each dimension, train.TileGrad takes in multiples and aggregates each repeated tile of input into output.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TileGrad.Inputs<T extends TType>

Field Summary

Fields

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

Fields inherited from class org.tensorflow.op.RawOp

operation

Constructor Summary

Constructors

Constructor and Description
TileGrad(Operation operation)

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TType> TileGrad<T>	create(Scope scope, Operand<T> input, Operand<TInt32> multiples) Factory method to create a class wrapping a new TileGrad operation.
Output<T>	output() Gets output.

Methods inherited from class org.tensorflow.op.RawOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.tensorflow.Operand

asTensor, shape, type

Methods inherited from interface org.tensorflow.op.Op

env, op

Methods inherited from interface org.tensorflow.ndarray.Shaped

rank, size

Field Detail

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 Detail

TileGrad

public TileGrad(Operation operation)

Method Detail

create

@Endpoint(describeByClass=true)
public static <T extends TType> TileGrad<T> create(Scope scope,
                                                                                   Operand<T> input,
                                                                                   Operand<TInt32> multiples)

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

Type Parameters:

T - data type for TileGrad output and operands

Parameters:

scope - current scope

input - The input value

multiples - The multiples value

Returns:

a new instance of TileGrad

output

public Output<T> output()

Gets output.

Returns:

output.

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 TType>

See Also:

OperationBuilder.addInput(Output)