Why has my iPhoto Library become huge ?

Since I upgraded to iPhoto 11 the size of my library has tripled.
I have about 19,000 pics. Most are about a MB in size.
How could my library be 72 GB?
If I recall correctly it was about 20 GB before the upgrade.
Thanks,  Eli

I did a standard upgrade from the previous version of iPhoto. 
I ran a scan with Grand Perspective to get a better idea of the package contents of the iphoto library.
One of the things that stuck out was the iPod photo cache which is 16GB. 
(We sync two iPhones with this iMac)

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