WA Police are treating the death of a man who was found in the ocean off Perth's Trigg Beach as non-suspicious.

The middle-aged man, who has yet to be identified, was found unconscious about midday on Friday and efforts to resuscitate him were unsuccessful.

He was pronounced dead at Sir Charles Gairdner Hospital a short time later.