All About Ah Long - Chow Yun Fat (1989) - Lung Kwu Tan, Tuen Mun

The beach where Ah Long, Porky and Sylvia go to prior to the race is located at the westernmost part of Hong Kong's New Territories at a place called Lung Kwu Tan.