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tf.keras.layers.StackedRNNCells

TensorFlow 1 version View source on GitHub

Wrapper allowing a stack of RNN cells to behave as a single cell.

Inherits From: Layer

tf.keras.layers.StackedRNNCells(
    cells, **kwargs
)

Used to implement efficient stacked RNNs.

Arguments:

  • cells: List of RNN cell instances.

Examples:

cells = [
    keras.layers.LSTMCell(output_dim),
    keras.layers.LSTMCell(output_dim),
    keras.layers.LSTMCell(output_dim),
]

inputs = keras.Input((timesteps, input_dim))
x = keras.layers.RNN(cells)(inputs)

Attributes:

  • output_size
  • state_size

Methods

get_initial_state

View source

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