I don't know that the temperature would be a factor, but non-running is probably the biggest issue.
I'd guess a day, but that's just a guess. To be safe, I'd think you'd be better off cleaning out the filter and reseeding your tank with either gravel , a filter from another established aquarium, or a live bacteria culture.