Probably worth mentioning in a comment here that these basically do the same thing.  However, I'm not getting identical results out, so I guess there must be some subtle difference.  Either they should be made to be identical, or you should comment on why they are different.  

Finally, if they are able to be made identical, then this script should probably just run the `_config` version, since it's faster (because of the multiprocessing).