tf.tile

TensorFlow 2 version

Constructs a tensor by tiling a given tensor.

Main aliases

`tf.manip.tile`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.manip.tile, tf.compat.v1.tile, `tf.compat.v2.tile`

 
tf.tile(
    input, multiples, name=None
)

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].

input A Tensor. 1-D or higher.
multiples A Tensor. Must be one of the following types: int32, int64. 1-D. Length must be the same as the number of dimensions in input
name A name for the operation (optional).

A Tensor. Has the same type as input.