Tensorflow tf tile

tf.tile

tf.tile

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

Defined in tensorflow/python/ops/gen_array_ops.py.

See the guide: Tensor Transformations > Slicing and Joining

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].

• 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.