indian passport holder stay in in china wants to travel hongkong

i have indian passport and have student and temporary residency visa in china. i am planning to go to hongkong from guangzhou via bullet train,and indian passport holders have free 14 days visa in hongkong,so do i need any visa to travel to hongkong from china.