import tensorflow as tf

            input_eval = tf.expand_dims(input_eval, 0)

            predictions, hidden = model(input_eval, hidden)

            predicted_id = tf.argmax(predictions[-1]).numpy()

            start_string += " " + idx2word[predicted_id]
            out_string += " " + idx2word[predicted_id]
