slowly but efficiently heating my apartmentpic.twitter.com/iI1GeUE1qm
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the `cat` thing is probably a better idea, but FYI having n_processes > n_cpus is fine and good if you're IO bound
especially true with network IO, but even disk IO you might benefit from 2 or 3 processes per CPU opening and reading
(i guess with 48 cores that's probably not true unless you're reading from many physical hard drives at once)
2 cpu workstation, only ("only") 24 physical cores. Lots of my operations are parallelizable, and I have a ton of data to analyze
I like tightening code, but my advisor just wants results, so almost anything that cuts down user time --> worth it. And RAM's cheap
I did some core use optimization on a test set, gains stopped being linear after . . . I can't remember, but well before 24 procs
I think I determined it was an IO issue by process of elimination, since the python profiler doesn't play nice with multiprocess mod
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