I got stuck in a storm like that last week. Weather forecast said 1-2 inches, we got over 5 and the snow plows seemed to be on strike.
I managed to find a road without a lot of traffic, and found a pretty wide truck tire track and rode it for about 2 miles. Then got a bus home the rest of the way.
You get a lot of odd stares from car drivers in this situation.