import tensorflow as tf


                if encoder.conv_lstm_size:
                    cell = BasicConvLSTMCell([feature_size, channels], encoder.conv_lstm_size, 1)
                    encoder_inputs_, _ = tf.nn.bidirectional_dynamic_rnn(
                        cell, cell, encoder_inputs_,
                        dtype=tf.float32
