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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)

Public Methods

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 wrapping a new Tile operation.
Output<T>
output()

Inherited Methods

Public Methods

public Output<T> asOutput ()

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.

public static Tile<T> create (Scope scope, Operand<T> input, Operand<U> 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 ()