The incident occurred around 11:00 p.m. at the Sea Breeze Club and Motel on the 3500 block of Pacific Avenue.
Police were responding to a report of shots fired in the parking lot area.
Two people were rushed to the hospital from the scene and so far, there is no word on their conditions.
Authorities are questioning several witnesses for information.