Warning: This project is deprecated. TensorFlow Addons has stopped development, The project will only be providing minimal maintenance releases until May 2024. See the full announcement here or on github.


Tiles the batch dimension of a (possibly nested structure of) tensor(s).

Used in the notebooks

Used in the tutorials

For each tensor t in a (possibly nested structure) of tensors, this function takes a tensor t shaped [batch_size, s0, s1, ...] composed of minibatch entries t[0], ..., t[batch_size - 1] and tiles it to have a shape [batch_size * multiplier, s0, s1, ...] composed of minibatch entries t[0], t[0], ..., t[1], t[1], ... where each minibatch entry is repeated multiplier times.

t Tensor shaped [batch_size, ...].
multiplier Python int.
name Name scope for any created operations.

A (possibly nested structure of) Tensor shaped [batch_size * multiplier, ...].

ValueError if tensor(s) t do not have a statically known rank or the rank is < 1.