No, never. I've never stretched before any sport I've played my whole life, including some pretty aggressive ones like squash, etc. I never stretch before a ride. With any sport, I just start out slowly until I warm up doing it. Never had a problem.
But I do stretch by itself a few times per week just to help maintain good flexibility and muscle tone. Not too much, just a few minutes.