To Reset the router, do I press the reset button when the device is ON or OFF?

Model : Hardware Version : Not Clear Firmware Version : ISP : Hi, I own a TP-Link 3G router TL-MR 3040. I was updating it to the latest firmware on 23-12-2015 via wifi connection. Unfortunately, the...