Tile

public final class Tile

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]`.

>>> a = tf.constant([[1,2,3],[4,5,6]], tf.int32) >>> b = tf.constant([1,2], tf.int32) >>> tf.tile(a, b) >>> c = tf.constant([2,1], tf.int32) >>> tf.tile(a, c) >>> d = tf.constant([2,2], tf.int32) >>> tf.tile(a, d)

Constants

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

Public Methods

Output <T>
asOutput ()
Returns the symbolic handle of the tensor.
static <T extends TType > Tile <T>
create ( Scope scope, Operand <T> input, Operand <? extends TNumber > multiples)
Factory method to create a class wrapping a new Tile operation.
Output <T>

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "Tile"

Public Methods

public Output <T> asOutput ()

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.

public static Tile <T> create ( Scope scope, Operand <T> input, Operand <? extends TNumber > multiples)

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

Parameters
scope current 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

public Output <T> output ()