tf.nn.RNNCellResidualWrapper

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Class RNNCellResidualWrapper

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

Aliases:

  • Class tf.compat.v2.nn.RNNCellResidualWrapper

__init__

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__init__(
    *args,
    **kwargs
)

Constructs a ResidualWrapper for cell.

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.

Properties

output_size

state_size

Methods

get_initial_state

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

zero_state

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zero_state(
    batch_size,
    dtype
)

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