On Sat, Oct 25, 2008 at 12:12:18PM -0400, Gabriel Gellner wrote:
> 
> On Sat, Oct 25, 2008 at 10:40:33AM -0500, Jason Grout wrote:
> > 
> > David Joyner wrote:
> > > (1) Sage also does FFT via the GSL. I guess they didn't try that,
> > > but I would imaginge they would be fast since they are in C.
> > 
> > 
> > The current CDF and RDF vectors implement fft using GSL.  I'm in the 
> > process of switching the RDF/CDF vector backend to numpy, and then the 
> > fft will be done by numpy.  I'm curious where the FFT is done by numpy 
> > currently; I couldn't find the code.  Of course, the reviewer used an 
> > extremely old version of Sage (on our timescale), so maybe things were 
> > different then.
> > 
> > For matrices, switching to numpy made most things faster, so I'm curious 
> > what we'll find when we switch the vectors to numpy as a backend.
> > 
> Also Sage could use fftw unlike numpy (as it is gpl) which usually beats the
> pants of fftpack (which is what numpy uses) See:
> http://www.fftw.org/
> 
> According to the fftw benchmarks for speed: gsl < fftpack < fftw see:
> http://www.fftw.org/speed/CoreDuo-3.0GHz-icc/
> 
I realize for people not used to numpy/scipy might not realize that fftw can
be used in scipy (if it is installed, which it isn't by default due to
licensing). What I meant is for sage this should be turned on by default, also
fftw is what matlab uses, so as it has been said for SVD using lapack, this
would also remove all real differences, outside of how the package is
built/wrapped.

Gabriel

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