72 hours visa for China

Hello - My wife and I are planning to visit Beijing or Shanghai for a weekend; the question I have is can we flight from the US stay 72 hours or less in China and return to the US or we need to go to another city and back to the original point of entry.

Please advise.

Felipe M.