import tensorflow as tf

  with slim.arg_scope(
      [slim.conv2d],
      weights_regularizer=slim.l2_regularizer(weight_decay),
      weights_initializer=tf.truncated_normal_initializer(stddev=0.01),
      reuse=reuse):
    with tf.variable_scope(_LOGITS_SCOPE_NAME, _LOGITS_SCOPE_NAME, [features]):
