with tf.name_scope("subgraph_1"):
  with tf.variable_scope(tf.get_variable_scope(), resue=False):
    y_1 = output(x_1)

with tf.name_scope("subgraph_2"):
  with tf.variable_scope(tf.get_variable_scope(), reuse=True):
    y_2 = output(x_2)