Anyone know where I can get big pieces of foam for targets? Seems like if I could find a place it would be cheaper than buying one

Try the Foam Factory... foamfactory.com

* maybe it was "foam by mail" *  

... mike ...

Check with a local Marina, the big foam blocks they use for flotation under docks and ramps works great.  I got a couple of old used blocks once for nothing.