contrib.seq2seq.tile_batch
tf.contrib.seq2seq.tile_batch
tf.contrib.seq2seq.tile_batch
tile_batch( t, multiplier, name=None )
Defined in tensorflow/contrib/seq2seq/python/ops/beam_search_decoder.py
.
Tile the batch dimension of a (possibly nested structure of) tensor(s) 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.
Args:
-
t
:Tensor
shaped[batch_size, ...]
. -
multiplier
: Python int. -
name
: Name scope for any created operations.
Returns:
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.
© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/seq2seq/tile_batch