From the reports I have seen, snow starts soon after Lone Pine Lake, (where the wilderness boundary is), and is pretty solid beyond Bighorn Park (just a short distance above LPL.
If you aren't planning on a super long hike, I'd start at 8 a.m. rather than 6.
