Hey Manish,
First off, your troubleshooting has pretty effectively ruled out a software issue. I wouldn't invest any more time in formatting, drivers, or anything else within the O/S.
This could be firmware (BIOS related) but is unlikely. You could try loading in either newer or older BIOS...