tf.nn.RNNCellResidualWrapper

RNNCell wrapper that ensures cell inputs are added to the outputs.

Inherits From: AbstractRNNCell, Layer, Module

tf.nn.RNNCellResidualWrapper(
    *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
output_size
state_size

Methods

get_initial_state

View source

get_initial_state(
    inputs=None, batch_size=None, dtype=None
)

zero_state

View source

zero_state(
    batch_size, dtype
)