[Numpy-discussion] numpy : your experiences?
Yves Revaz
yves.revaz at obspm.fr
Fri Nov 23 04:19:06 EST 2007
Rahul Garg wrote:
>a) Can you guys tell me briefly about the kind of problems you are
>tackling with numpy and scipy?
>
>
Reduction of large N-body simulations of astrophysical gravitational
systems (N up to 268 millions).
See http://aramis.obspm.fr/~revaz/pNbody/.
>b) Have you ever felt that numpy/scipy was slow and had to switch to
>C/C++/Fortran?
>
>
Some specific functions are missing in numpy and a pure python
implementation
is too slow. In that case, I implement the specific function in C, as a
python module.
>c) Do you use any form of parallel processing? Multicores? SMPs?
>Clusters? If yes how did u utilize them?
>
>
>
>
Yes, my toolbox is now nearly completely parallelized with mpi4py.
Some parallelization parts are also implemented in C modules.
It works fine on beowulf clusters, multicores or smps.
--
(o o)
--------------------------------------------oOO--(_)--OOo-------
Yves Revaz
Lerma Batiment A Tel : ++ 33 (0) 1 40 51 20 79
Observatoire de Paris Fax : ++ 33 (0) 1 40 51 20 02
77 av Denfert-Rochereau e-mail : yves.revaz at obspm.fr
F-75014 Paris Web : http://obswww.unige.ch/~revaz/
FRANCE
----------------------------------------------------------------
More information about the NumPy-Discussion
mailing list