[Numpy-discussion] NEP for faster ufuncs
Wed Dec 22 10:25:13 CST 2010
On Wed, Dec 22, 2010 at 12:54 AM, Francesc Alted <firstname.lastname@example.org>wrote:
> A Wednesday 22 December 2010 09:48:03 Mark Wiebe escrigué:
> > On Wed, Dec 22, 2010 at 12:21 AM, Francesc Alted
> > > <snip>
> > > new_iterator branch does not work for me; it gives me an error
> > > like: AttributeError: 'module' object has no attribute 'newiter'),
> > What are you using to build it? So far I've just modified the
> > setup.py scripts, I still need to add it to numscons.
> Well, just the typical "git clone ...; python setup.py install" dance.
Can you print out your np.__version__, and try running the tests? If
newiter didn't build for some reason, its tests should be throwing a bunch
> > > i.e. numexpr is not able to achieve the 2x speedup mark that you
> > > are getting with ``luf`` (using a Core2 @ 3 GHz here).
> > That's promising! I based my assertion on getting a slower speedup
> > than numexpr does on their front page example.
> I see :-) Well, I'd think that numexpr is not specially efficient when
> handling broadcasting, so this might be the reason your approach is
> faster. I suppose that with operands with the same shape, things might
> look different.
I haven't looked at the numexpr code, but I think the ufuncs will need SSE
versions to make up part of the remaining difference.
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