Is it possible to transfer control of a program between GDB sessions?

I've got a GDB session with a c++ program process loaded. I'd like to transfer it to another GDB session on the same machine with a different interface for easier debugging. Is it possible to detach the process without it continuing to run so that I can attach it in the other GDB session?