Is it a California requirement to have them stored separately or just a precaution on your part?
Personally, If I had ammunition in large quantities, I probably would not store them all in one place, especially in the safe in the bedroom closet.
But then, alas, I only had one old, useless, antique firearm, and that was stolen from be on January 20th of this year.