Cruise: Do we need a visa?

We are flying sydney to Singapore. We then board a cruise which one of the stops is hongkong. Our cruise ends in Beijing. We are staying in Beijing for w or 3 nights then fly home to Australia. Do we need a visa? Or can we use the 72 hour or 144 hour free transit one. Thanks sherie