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tf.tile

TensorFlow 1 version

Defined in generated file: python/ops/gen_array_ops.py

Constructs a tensor by tiling a given tensor.

Aliases:

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

Used in the guide:

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].

Args:

  • 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).

Returns:

A Tensor. Has the same type as input.