I posted a blog entry about improving startup times when using JPA.

http://bpossolo.blogspot.com/2012/08/reducing-google-app-engine-cold-start.html

Quick summary of my results:
Dev Mode on local machine: went from 16 second startup time to 2 seconds
Production GAE: went from 50+ second startup time to 7-8 seconds

My application uses GWT, JPA and several other small libraries that do not 
impact startup time.
I have about 29 entity classes and I wire up all my components manually in 
a context listener.
ABout 98% of my entire startup time is attributed to creating the EMF which 
I use to perform some initialization logic.

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