Bradley Cooper to Lady Gaga -- Wanna Ride My Hog?

Bradley Cooper gave Lady Gaga the ride of her life Friday night. The actor and singer-turned-actress chowed down at Giorgio Baldi in Santa Monica and then, in what looks almost like matching gear they took off in the night. Chopper ... he hardly…