There's no doubt that the paved surfaces were too warm to cave with rates like they were. Things were covered when I woke up, but it was only 0.5", so it melted from beneath before too long. Then you get just a little insolation and already-wet ground, so snow won't pile up with meager rates.
I was honestly impressed with how easily it accumulated on elevated surfaces and grass given the rates!