[R-SIG-Mac] Performance Issues.
Simon Urbanek
simon.urbanek at r-project.org
Wed May 17 04:55:25 CEST 2006
Byron,
On May 16, 2006, at 8:34 PM, Byron Ellis wrote:
> Apparently somebody was having some performance issues
>
> http://sekhon.berkeley.edu/macosx/
>
> fortunately, it got dugg and someone fixed it for us
>
> http://ridiculousfish.com/blog/archives/2006/05/16/36/
>
> In an unsurprising turn of events it turns out to be malloc's fault.
> It also looks like the build isn't against an optimized BLAS?
>
We had a discussion about this earlier, it started with
https://stat.ethz.ch/pipermail/r-sig-mac/2006-March/002722.html
What it boils down to is that ptATLAS can give you a good speed-up,
but it can also screw you up by calling malloc/free all the time - it
depends on the task. For single core CPUs it's definitely better to
use R's own BLAS. For Core Duos it depends on the size of the problem
- for bigger problems ptATLAS is better, for smaller problems
internal BLAS may be better.
In a quiet minute I'll try to run our benchmarks with Lea's allocator
and see if it would make sense to use it for OS X.
Thanks,
Simon
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