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tf.nn.RNNCellResidualWrapper

View source on GitHub

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

View source

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

zero_state

View source

zero_state(
    batch_size, dtype
)