import tensorflow as tf

    
    with tf.variable_scope(name):
        moving_mean = get_variable("mean", shape=[channels], dtype=tf.float32, initializer=tf.constant_initializer(0.0), trainable=False)
        moving_variance = get_variable("var", shape=[channels], dtype=tf.float32, initializer=tf.constant_initializer(1.0), trainable=False)
