I am thoroughly convinced that CF should add the option to quit a contest after having already submitted solutions. What if you find out halfway through the contest that you have other appointments and have to leave before the end of the competition? It just doesn't make sense to lose rating in such a way.
Nah, it doesn't make sense to quit the contest.