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32 vs 64 bit, Ubuntu

Does OpenCV compile, run correctly, work equally well in both 32 and 64 bit Ubuntu - 12.04? I'm picking an OS for my dedicated visual perception machine, and am leaning towards 64-bit as the newer technology, but ... is there actually any good reason for it?