tf.keras.layers.StackedRNNCells

View source on GitHub

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

Inherits From: Layer

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.layers.StackedRNNCells, `tf.compat.v2.keras.layers.StackedRNNCells`

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
)