Ketan - I think you are in the US? Does your school have an immigration advisor - if so I'd ask for advice there or consult an immigration lawyer. I know the US is very strict and that if you break their rules, it can mean that you can't reenter the country, so I think you need to be very well-advised on whether you have any chances of remaining if you drop out of the PhD.