The couple, who had been drinking heavily before getting stuck on the cliffs, ignored nearby ‘no trespassing’ signs, officials said.
The couple had to be lowered to the beach below by firefighters. They were then taken to a nearby lifeguard station for minor injuries.
According to the sheriff's deputies, the couple, along with a friend, were fined $500 for trespassing over the railroad tracks.
Train service was delayed for over two hours, but has since resumed.