Over a year later and I still struggle to make this little thing stable.  Windows 10, latest bios, drivers, etc.. new ram sticks.  It just reboots on its own whenever the processor runs above 50% or so.  This is leading me to believe the cooling on this device is not sufficient.  Junk - not worthy of spending 500 bucks on it.  Should have spent a few more dollars on a bigger unit that will have proper cooling.