org.tensorflow.op.core

Class Tile<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class Tile<T>
extends PrimitiveOp
implements Operand<T>

Constructs a tensor by tiling a given tensor.

This operation creates a new tensor by replicating `input` `multiples` times. The output tensor's i'th dimension has `input.dims(i) * multiples[i]` elements, and the values of `input` are replicated `multiples[i]` times along the 'i'th dimension. For example, tiling `[a b c d]` by `[2]` produces `[a b c d a b c d]`.

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.
static <T,U extends Number> Tile<T>	create(Scope scope, Operand<T> input, Operand<U> multiples) Factory method to create a class to wrap a new Tile operation to the graph.
Output<T>	output()

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,U extends Number> Tile<T> create(Scope scope,
                                                  Operand<T> input,
                                                  Operand<U> multiples)

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

Parameters:

scope - current graph scope

input - 1-D or higher.

multiples - 1-D. Length must be the same as the number of dimensions in `input`

Returns:

a new instance of Tile

output

public Output<T> output()

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>

See Also:

OperationBuilder.addInput(Output)