Yes, it says "up to 5 rounds after the spell is cast". However, they are combat rounds, so yes they are integral.
Sure, I could ready to cast on the last round, but what I'd really like to do is stack a few. (cast) 5... (cast) 4... (cast) 3... (cast) 2... (cast) 1... (time stop ends)...