RNNCell wrapper that ensures cell inputs are added to the outputs.
tf . nn . rnn_cell . ResidualWrapper (
* args , ** kwargs
)
Args
cell
An instance of RNNCell.
residual_fn
(Optional) The function to map raw cell inputs and raw cell
outputs to the actual cell outputs of the residual network.
Defaults to calling nest.map_structure on (lambda i, o: i + o), inputs
and outputs.
**kwargs
dict of keyword arguments for base layer.
Attributes
graph
DEPRECATED FUNCTION
Warning: THIS FUNCTION IS DEPRECATED. It will be removed in a future version.
Instructions for updating:
Stop using this property because tf.layers layers no longer track their graph.
output_size
scope_name
state_size
Methods
get_initial_stateView source
get_initial_state (
inputs = None , batch_size = None , dtype = None
)
zero_stateView source
zero_state (
batch_size , dtype
)
View source on GitHub