tf.contrib.rnn.LSTMStateTuple

Class LSTMStateTuple

Aliases:

  • Class tf.contrib.rnn.LSTMStateTuple
  • Class tf.nn.rnn_cell.LSTMStateTuple

Defined in tensorflow/python/ops/rnn_cell_impl.py.

See the guide: RNN and Cells (contrib) > Classes storing split RNNCell state

Tuple used by LSTM Cells for state_size, zero_state, and output state.

Stores two elements: (c, h), in that order. Where c is the hidden state and h is the output.

Only used when state_is_tuple=True.

Properties

c

Alias for field number 0

dtype

h

Alias for field number 1

Methods

__new__

__new__(
    _cls,
    c,
    h
)

Create new instance of LSTMStateTuple(c, h)