def lstm_cell(self): lstm_cell = rnn.LSTMCell(self.hidden_neural_size,forget_bias=1.0) lstm_cell = rnn.DropoutWrapper(lstm_cell,output_keep_prob=self.dropout_keep_prob) return lstm_cell