import tensorflow as tf

                  initializer=tf.random_normal_initializer(stddev=stddev))
#         print("w", w.get_shape())
        try:
            deconv = tf.nn.conv2d_transpose(input_, w, output_shape=output_shape,
                    strides=[1, d_h, d_w, 1])

