import tensorflow as tf

    
    _x = x[:, :, :, ::-1]
    tf.summary.image('x', _x, 4)
    
    summary_op = tf.summary.merge_all()

    epoch_learning_rate = init_learning_rate
    for epoch in range(1, total_epochs + 1):
