Defined in generated file: python/ops/gen_array_ops.py Constructs a tensor by tiling a given tensor.

Aliases:

  • tf.compat.v1.manip.tile
  • tf.compat.v1.tile
  • tf.compat.v2.tile
 tf.tile(
    input,
    multiples,
    name=None
)

Used in the guide:

  • Masking and padding withKeras``
  • RaggedtensorsThis 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.

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.