Yes, every run is freshly compiled and tied to that individual card for security purposes. JCE is aware that those of us with bigger multi-card rigs would love to see the total time spent at startup reduced and has commented that he will continue to look for ways to improve upon this startup time without compromising security.
EDIT:  Just saw your EDIT after I posted!