import tensorflow as tf


    def GetCell():
      """Creates an LSTM cell with dropout."""
      c = tf.nn.rnn_cell.LSTMCell(hidden_size,
                                  use_peepholes=model_params['peepholes'],
                                  num_proj=proj_size)
