import tensorflow as tf

    Optimization, use Gradient Descent as default
    '''
    with tf.name_scope('optimizer'):
        optimizer = tf.train.GradientDescentOptimizer(learning_rate=learning_rate)
        train_op = optimizer.minimize(loss, global_step=global_step)

