import tensorflow as tf

                X = decoder_conf('out', X, self.args.num_classes, 1, 1, '', reuse_decoder, is_train, slope=1.0, stddev=0.02,
                                use_bias=False)
                prediction = tf.nn.softmax(X, name = 'softmax')                

