you go back home with your nepali passport.

while coming back use your AP / TPS papers and that's it.

In Nepal airport while coming back , the airlines / Nepal immigration might tell you that a visa is needed. " You can tell them to fuck off as that is none of their business "

Also make sure you come back before the dates in the AP.