RNNCell wrapper that ensures cell inputs are added to the outputs.
View aliases
Main aliases
`tf.contrib.rnn.ResidualWrapper`
Compat aliases for migrationSee Migration guide for more details.
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 |
output_size
|
|
scope_name
|
|
state_size
|
Methods
get_initial_state
get_initial_state(
inputs=None, batch_size=None, dtype=None
)
zero_state
zero_state(
batch_size, dtype
)