tile_batch: Tile batch
In tfaddons: Interface to 'TensorFlow SIG Addons'

Description Usage Arguments Details Value Raises

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

1	tile_batch(t, multiplier, name = NULL)

`t`	'Tensor' shaped '[batch_size, ...]'.
`multiplier`	Python int.
`name`	Name scope for any created operations.

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.

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.

tfaddons documentation built on July 2, 2020, 2:12 a.m.