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tf.nn.rnn_cell.ResidualWrapper

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Class ResidualWrapper

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

Aliases:

  • Class tf.compat.v1.nn.rnn_cell.ResidualWrapper
  • Class tf.contrib.rnn.ResidualWrapper

__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.

Properties

graph

DEPRECATED FUNCTION

output_size

scope_name

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
)