if __name__ == "__main__": tf.app.run()

if __name__ == "__main__": means current file is executed under a shell instead of imported as a module.

the job of tf.app.run() is to first set the global flags for later usage like

　　　　from tensorflow.python.platform import flags

　　　　f = flags.FLAGS

and then run your custom main function with a set of arguments.