tile_batch {tfaddons}

Tile batch

Description

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

Usage

tile_batch(t, multiplier, name = NULL)

Arguments

t

'Tensor' shaped '[batch_size, ...]'.

multiplier

Python int.

name

Name scope for any created operations.

Details

t. 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.

Value

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

Raises

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