tf.nn.RNNCellResidualWrapper

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

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

zero_state(
    batch_size, dtype
)

© 2020 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/versions/r2.4/api_docs/python/tf/nn/RNNCellResidualWrapper