boat cruise with stopover at hongkong

Hi, am going on a boat cruise which starts from singapore and ends at shanghai with a stopover at HK. please do i need a visa to enter HK for a few hours. i am a nigerian citizen and i have a chinese visa. thanks in advance for your advice. Mary