17-hour stopover in Guangzhou

I understand the 72-hour visa has been introduced to Guangzhou since Aug. 1. We are flying Munich-Amsterdam-Auckland with a 17-hour stopover in Guangzhou. Where do we need to apply for this transit G? Do we need to register with the police if we only go into the city and back, without staying at a hotel?