Shared iPhoto library doesn't match on both machines

I am sharing an iPhoto (9.2.3) library from my wife's iMac. It has 24,865 photos on it.
The library shows up fine on my iMac (also using 9.2.3), but several albums are missing, and there are only 24,608 photos.
I've changed the name on my wife's machine to ensure I'm looking at the right library. The name updates correctly on my machine, but still the content does not match.
Any thoughts?
Thanks,
LexCan

Are there videos in the Shared Library? As they cannot be shared they would not be accounted for on the other end.
Regards
TD

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