transit visa for a stopover via Kunming

I am holding official passport of Bangladesh. as per flight schedule, i will go to Japan on mid july via kunming . i already have japanese visa. i would like to stay maximum 2 days for visiting kunming while my travel. is it possible? and should i need to apply for transit G?? pls inform at your earliest.