tf.compat.v1.nn.rnn_cell.ResidualWrapper

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

Inherits From: RNNCell, Layer, Layer, Module

tf.compat.v1.nn.rnn_cell.ResidualWrapper(
    *args, **kwargs
)

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.

graph

output_size

scope_name

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
)