import tensorflow.contrib as contrib

                stitch3_1, stitch3_2 = fc3_1, fc3_2

            dropout3_1 = contrib.layers.dropout(stitch3_1, keep_prob=keep_prob, is_training=is_training,
                                                scope="dropout3_1")
