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Re: OpenBLAS and performance


From: Ricardo Wurmus
Subject: Re: OpenBLAS and performance
Date: Wed, 20 Dec 2017 19:15:16 +0100
User-agent: mu4e 1.0-alpha3; emacs 25.3.1

Hi Pjotr,

> I was just stating that the default openblas package does not perform
> well (it is single threaded, for one).

Is it really single-threaded?  I remember having a couple of problems
with OpenBLAS on our cluster when it is used with Numpy as both would
spawn lots of threads.  The solution was to limit OpenBLAS to at most
two threads.

> If I compile for a target it
> makes a large difference.

The FAQ document[1] says this:

  The environment variable which control the kernel selection is
  OPENBLAS_CORETYPE (see driver/others/dynamic.c) e.g. export
  OPENBLAS_CORETYPE=Haswell. And the function char*
  openblas_get_corename() returns the used target.

[1]: https://github.com/xianyi/OpenBLAS/wiki/Faq

Have you tried this and compared the performance?

--
Ricardo

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