[Pkg-exppsy-maintainers] Was: ridge... now VALGRIND time

Per B. Sederberg persed at princeton.edu
Tue Jan 15 23:03:47 UTC 2008


And just as a followup, here's the code:

http://code.google.com/p/netcdf4-python/

It is definitely making progress and could use a debian package :)

P

On Jan 15, 2008 6:01 PM, Per B. Sederberg <persed at princeton.edu> wrote:
> On Jan 15, 2008 5:51 PM, Yaroslav Halchenko <debian at onerussian.com> wrote:
> >
> > > Thank you, that worked great.  You've done some amazing work on that
> > > pynifti package!  Nice to have an interface that "just works".
> > Seconded! Thank you Michael!
> >
> > > PS-> Do you know the timeframe for the nifti data format to get
> > > expanded to allow for unliminted (or at least big) amounts of data in
> > > a single dimension?  It is prohibitive to store EEG data in nifti when
> > > you have soooo much more time samples.
> > If Michael knows unfortunate truth that they are not going to expand it
> > any time soon, we should simply craft an adapter around NiftiImage,
> > which would simply reshape data into more dimensions to accommodate long
> > dimensions. That shouldn't be much of work and would work nicely for any
> > data I think.
> >
> > I hope that even if dedicate 1 dimension to EEG's sensor # (there are
> > less of them than 65k right ;-)), we still can embed 2^(16*4) in the
> > other 4 dimensions... I think it should be sufficient ;-)
> > How many samples you have at most in EEG datasets you have?
> >
>
> Typically we collect continuous data for about 1 hour at around 500Hz.
>  That gives us 1.8 million samples per channel with up to around 128
> channels.  Definitely doable.
>
> However, I think one very viable option is to store EEG in the NetCDF
> data format, which has some good python wrappers that allow you to
> access the dataset as a numpy array, but not load the entire thing
> into memory.  There are even wrappers for matlab (if people would like
> to do such a thing.)
>
> The only problem is that the latest NetCDF is not at a stable release
> the last time I checked.  Still possibly usable, but a moving target.
>
> Best,
>
> Per
>
> >
> > > On Jan 15, 2008 3:27 PM, Michael Hanke <michael.hanke at gmail.com> wrote:
> > > > Hi Per,
> >
> > > > just my quick two cents:
> >
> > > > Why not use nifti? as long it does not have more than 5 dimensions or
> > > > max(int16) elements per dimension, this is an easy way to store in a
> > > > common format.
> >
> > > > Cheers,
> >
> > > > Michael
> >
> >
> >
> > > > On Tue, Jan 15, 2008 at 02:22:22PM -0500, Per B. Sederberg wrote:
> > > > > I'd like to provide a small sample dataset for ya'll to try (it breaks
> > > > > on a single split of my NFoldSplitter, so it's not a lot of data and
> > > > > it's also been preprocessed and feature-selected by that point),
> > > > > however, what is a good way to export it?
> >
> > > > > As an aside, this is one of my main complaints about python and numpy
> > > > > is that there is no standard data format that I can write out that I
> > > > > can be sure people can read in.  If I pickle it, then if you have a
> > > > > slightly different architeture or version then you may have problems
> > > > > reading it in.  It's a pain to save things to text files because then
> > > > > you have to read them back in.
> >
> > > > > Given that I've already preprocessed and reduced the dimensions of
> > > > > these data, it doesn't make sense to use the original niftidataset and
> > > > > write it out to nifti.  Sadly, the best format for writing out a bunch
> > > > > of ndarrays may be a matlab mat file via scipy.io.savemat and
> > > > > scipy.io.loadmat.  This seems ridiculous to me.
> >
> > > > > Soooo, do you have any suggestions for better ways to export a couple
> > > > > ndarrays so you can easily load them in and create a dataset?
> >
> > > > > Thanks,
> > > > > Per
> >
> >
> > > > > On Jan 15, 2008 6:07 AM, Yaroslav Halchenko <debian at onerussian.com> wrote:
> > > > > > might be might be but I can't say for sure... it might be that our code
> > > > > > brought it there somehow? may be you should enable debugging output so
> > > > > > valgrind output is interspersed with informative debugging information?
> > > > > > may be you could share small sample of dataset on which it still is the
> > > > > > case (have you tried it on smaller/toy dataset)?
> >
> >
> > > > > > On Tue, 15 Jan 2008, Per B. Sederberg wrote:
> >
> > > > > > > Sadly, it looks like the error is in lapack.  I'm attaching the output
> > > > > > > of the valgrind call.  If you have a sec, can you take a glance at it
> > > > > > > to verify that it is indeed an error in lapack or blas?
> >
> > > > > > > Thanks,
> > > > > > > Per
> >
> >
> > > > > > > On Jan 14, 2008 11:18 PM, Yaroslav Halchenko <debian at onerussian.com> wrote:
> > > > > > > > actually for that I thought to implement a mapper at some moment... or
> > > > > > > > you can create a mapper... I think that would be the right approach...
> >
> >
> > > > > > > > On Mon, 14 Jan 2008, Per B. Sederberg wrote:
> >
> > > > > > > > > Hi Yarik:
> >
> > > > > > > > > Thanks for the tip, I'll try it out.  As for the bug being in my code,
> > > > > > > > > I like to assume that it's me until I can prove otherwise.  We
> > > > > > > > > programmers are humans that are good at telling the computer to do
> > > > > > > > > something incorrectly :)
> >
> > > > > > > > > I'm also going to augment the ridge regression code to optionally
> > > > > > > > > center and scale the data before calculating the regression.
> >
> > > > > > > > > Have a good night,
> > > > > > > > > Per
> >
> >
> > > > > > > > > On Jan 14, 2008 11:10 PM, Yaroslav Halchenko <debian at onerussian.com> wrote:
> > > > > > > > > > what numpy version is that?
> >
> > > > > > > > > > I wonder what would happen if you valgrind it? I added suppression file
> > > > > > > > > > where I enabled all recommended suppressions for non-patched (to do so)
> > > > > > > > > > python.
> >
> > > > > > > > > > unfortunately on our cluster (amd64 etch) I run into lots of msgs
> > > > > > > > > > similar to reported on
> > > > > > > > > > http://projects.scipy.org/pipermail/numpy-tickets/2006-November/000528.html
> > > > > > > > > > but I will backport numpy and install it -- may be it will fix some of
> > > > > > > > > > them
> >
> > > > > > > > > > on i386 sid box it is not that bad but also puked a bit. I adjusted
> > > > > > > > > > suppressions (they are under tools), so now just use THE TOOL, in a way:
> > > > > > > > > > tools/valgrind_python blah.py
> > > > > > > > > > where blah.py is your code. Running it on almost (it is still running
> > > > > > > > > > since it is slow but so far it is salient) all the tests is salient
> > > > > > > > > > (verify that first since I adjusted suppressions only for somewhat
> > > > > > > > > > uptodate Debian sid i686 with python2.4).
> >
> > > > > > > > > > so if it pukes out smth on your data (but not on tests) -- see
> > > > > > > > > > where that happens -- it might provide you with a hint.
> > > > > > > > > > Indeed I bet it is not your code, although everything could happen -- I
> > > > > > > > > > can write a single line with quite a few subtle bugs ( ;-) )
> >
> > > > > > > > > > > I'm actually having a big error with it right now, however, which is
> > > > > > > > > > > segfaulting python when trying to free some memory.  Both the unit
> > > > > > > > > > > test and the pylab example (modified to use RidgeReg) run without a
> > > > > > > > > > > problem, but when I try and use it to train on my real data it
> > > > > > > > > > > segfaults upon returning from the self._train call:
> >
> > > > > > > > > > > > /usr/lib/python2.4/site-packages/mvpa/clfs/classifier.py(164)train()
> > > > > > > > > > > -> result = self._train(dataset)
> > > > > > > > > > > (Pdb) n
> > > > > > > > > > > *** glibc detected *** python: free(): invalid pointer: 0x914e5008 ***
> >
> > > > > > > > > > > I don't see anything wrong in my code, so my current guess is that
> > > > > > > > > > > it's an error in numpy.
> > > > > > > > > > --
> > > > > > > > > > Yaroslav Halchenko
> > > > > > > > > > Research Assistant, Psychology Department, Rutgers-Newark
> > > > > > > > > > Student  Ph.D. @ CS Dept. NJIT
> > > > > > > > > > Office: (973) 353-5440x263 | FWD: 82823 | Fax: (973) 353-1171
> > > > > > > > > >         101 Warren Str, Smith Hall, Rm 4-105, Newark NJ 07102
> > > > > > > > > > WWW:     http://www.linkedin.com/in/yarik
> >
> > > > > > > > > > _______________________________________________
> > > > > > > > > > Pkg-exppsy-maintainers mailing list
> > > > > > > > > > Pkg-exppsy-maintainers at lists.alioth.debian.org
> > > > > > > > > > http://lists.alioth.debian.org/mailman/listinfo/pkg-exppsy-maintainers
> >
> >
> >
> > > > > > > > --
> >
> > > > > > > > Yaroslav Halchenko
> > > > > > > > Research Assistant, Psychology Department, Rutgers-Newark
> > > > > > > > Student  Ph.D. @ CS Dept. NJIT
> > > > > > > > Office: (973) 353-5440x263 | FWD: 82823 | Fax: (973) 353-1171
> > > > > > > >         101 Warren Str, Smith Hall, Rm 4-105, Newark NJ 07102
> > > > > > > > WWW:     http://www.linkedin.com/in/yarik
> >
> > > > > > > > _______________________________________________
> > > > > > > > Pkg-exppsy-maintainers mailing list
> > > > > > > > Pkg-exppsy-maintainers at lists.alioth.debian.org
> > > > > > > > http://lists.alioth.debian.org/mailman/listinfo/pkg-exppsy-maintainers
> >
> >
> > > > > > > per at flow:~/fmri/frSemTem/scripts$ ~/code/pymvpa/tools/valgrind-python mvpa_cv.py frST003
> > > > > > > ==31548== Memcheck, a memory error detector.
> > > > > > > ==31548== Copyright (C) 2002-2007, and GNU GPL'd, by Julian Seward et al.
> > > > > > > ==31548== Using LibVEX rev 1804, a library for dynamic binary translation.
> > > > > > > ==31548== Copyright (C) 2004-2007, and GNU GPL'd, by OpenWorks LLP.
> > > > > > > ==31548== Using valgrind-3.3.0-Debian, a dynamic binary instrumentation framework.
> > > > > > > ==31548== Copyright (C) 2000-2007, and GNU GPL'd, by Julian Seward et al.
> > > > > > > ==31548== For more details, rerun with: -v
> > > > > > > ==31548==
> > > > > > > Loading regressors
> > > > > > > Loading the dataset
> > > > > > > ==31548== Warning: set address range perms: large range 376569856 (defined)
> > > > > > > ==31548== Warning: set address range perms: large range 376569856 (undefined)
> > > > > > > ==31548== Warning: set address range perms: large range 140388976 (undefined)
> > > > > > > ==31548== Warning: set address range perms: large range 376569888 (noaccess)
> > > > > > > ==31548== Warning: set address range perms: large range 376569888 (noaccess)
> > > > > > > Z-scoring by chunk
> > > > > > > ==31548== Warning: set address range perms: large range 561555904 (undefined)
> > > > > > > ==31548== Warning: set address range perms: large range 140389008 (noaccess)
> > > > > > > Selecting TRs of interest
> > > > > > > Processing Split 0
> > > > > > > Selecting top features
> > > > > > > Training and Testing Classifier
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E4869F: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4b8 is 8 bytes after a block of size 880,000 alloc'd
> > > > > > > ==31548==    at 0x4024AB8: malloc (vg_replace_malloc.c:207)
> > > > > > > ==31548==    by 0x47A9B19: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABDB3: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABF31: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB4C6: PyEval_EvalCode (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80DE71C: PyRun_FileExFlags (in /usr/bin/python2.4)
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E487A0: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E487EB: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x4E488A8: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4b8 is 8 bytes after a block of size 880,000 alloc'd
> > > > > > > ==31548==    at 0x4024AB8: malloc (vg_replace_malloc.c:207)
> > > > > > > ==31548==    by 0x47A9B19: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABDB3: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABF31: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB4C6: PyEval_EvalCode (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80DE71C: PyRun_FileExFlags (in /usr/bin/python2.4)
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x4E489BA: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x4E489FD: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E48FA5: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4b8 is 8 bytes after a block of size 880,000 alloc'd
> > > > > > > ==31548==    at 0x4024AB8: malloc (vg_replace_malloc.c:207)
> > > > > > > ==31548==    by 0x47A9B19: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABDB3: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABF31: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB4C6: PyEval_EvalCode (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80DE71C: PyRun_FileExFlags (in /usr/bin/python2.4)
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E49086: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E490CA: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E4911A: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4d0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E49149: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4d8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E49179: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4e0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid write of size 8
> > > > > > > ==31548==    at 0x4E491B2: dlasd7_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4e8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F67F9: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4b8 is 8 bytes after a block of size 880,000 alloc'd
> > > > > > > ==31548==    at 0x4024AB8: malloc (vg_replace_malloc.c:207)
> > > > > > > ==31548==    by 0x47A9B19: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABDB3: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x47ABF31: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB4C6: PyEval_EvalCode (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80DE71C: PyRun_FileExFlags (in /usr/bin/python2.4)
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F6804: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==    by 0x4E47E77: dlasd6_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E4C6F2: dlasda_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4E174A4: dlalsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x4DB2890: dgelsd_ (in /usr/lib/liblapack.so.3.0)
> > > > > > > ==31548==    by 0x5B99B79: (within /usr/lib/python-support/python-numpy/python2.4/numpy/linalg/
> > > > > > > lapack_lite.so)
> > > > > > > ==31548==    by 0x80B9ECB: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==  Address 0x2063e4c8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F6844: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e4e0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F684A: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e4e8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F684E: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e4f0 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F6854: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e4f8 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F685A: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e500 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F6860: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e508 is not stack'd, malloc'd or (recently) free'd
> > > > > > > ==31548==
> > > > > > > ==31548== Invalid read of size 8
> > > > > > > ==31548==    at 0x52F6866: dcopy_ (in /usr/lib/libblas.so.3.0)
> > > > > > > ==31548==  Address 0x2063e510 is not stack'd, malloc'd or (recently) free'd
> >
> > > > > > > valgrind: m_mallocfree.c:194 (mk_plain_bszB): Assertion 'bszB != 0' failed.
> > > > > > > ==31548==    at 0x3801806D: report_and_quit (m_libcassert.c:140)
> > > > > > > ==31548==    by 0x38018361: vgPlain_assert_fail (m_libcassert.c:200)
> > > > > > > ==31548==    by 0x3802156A: mkFreeBlock (m_mallocfree.c:194)
> > > > > > > ==31548==    by 0x380217BD: vgPlain_arena_free (m_mallocfree.c:1284)
> > > > > > > ==31548==    by 0x38033548: vgPlain_cli_free (replacemalloc_core.c:108)
> > > > > > > ==31548==    by 0x38001C11: die_and_free_mem (mc_malloc_wrappers.c:122)
> > > > > > > ==31548==    by 0x38002687: vgMemCheck_free (mc_malloc_wrappers.c:319)
> > > > > > > ==31548==    by 0x38035B6F: vgPlain_scheduler (scheduler.c:1269)
> > > > > > > ==31548==    by 0x38048B18: run_a_thread_NORETURN (syswrap-linux.c:89)
> >
> > > > > > > sched status:
> > > > > > >   running_tid=1
> >
> > > > > > > Thread 1: status = VgTs_Runnable
> > > > > > > ==31548==    at 0x402465C: free (vg_replace_malloc.c:323)
> > > > > > > ==31548==    by 0x47B420D: (within /usr/lib/python-support/python-numpy/python2.4/numpy/core/mu
> > > > > > > ltiarray.so)
> > > > > > > ==31548==    by 0x8100F33: (within /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BAEE2: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA7BA: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BA8ED: PyEval_EvalFrame (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB365: PyEval_EvalCodeEx (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80BB4C6: PyEval_EvalCode (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80DE71C: PyRun_FileExFlags (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x80DE948: PyRun_SimpleFileExFlags (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x8057679: Py_Main (in /usr/bin/python2.4)
> > > > > > > ==31548==    by 0x8056AD1: main (in /usr/bin/python2.4)
> >
> >
> > > > > > > Note: see also the FAQ.txt in the source distribution.
> > > > > > > It contains workarounds to several common problems.
> >
> > > > > > > If that doesn't help, please report this bug to: www.valgrind.org
> >
> > > > > > > In the bug report, send all the above text, the valgrind
> > > > > > > version, and what Linux distro you are using.  Thanks.
> >
> >
> >
> > > > > > --
> >
> > > > > > Yaroslav Halchenko
> > > > > > Research Assistant, Psychology Department, Rutgers-Newark
> > > > > > Student  Ph.D. @ CS Dept. NJIT
> > > > > > Office: (973) 353-5440x263 | FWD: 82823 | Fax: (973) 353-1171
> > > > > >         101 Warren Str, Smith Hall, Rm 4-105, Newark NJ 07102
> > > > > > WWW:     http://www.linkedin.com/in/yarik
> >
> > > > > > _______________________________________________
> > > > > > Pkg-exppsy-maintainers mailing list
> > > > > > Pkg-exppsy-maintainers at lists.alioth.debian.org
> > > > > > http://lists.alioth.debian.org/mailman/listinfo/pkg-exppsy-maintainers
> >
> >
> > > > > _______________________________________________
> > > > > Pkg-exppsy-maintainers mailing list
> > > > > Pkg-exppsy-maintainers at lists.alioth.debian.org
> > > > > http://lists.alioth.debian.org/mailman/listinfo/pkg-exppsy-maintainers
> >
> > > > --
> > > > GPG key:  1024D/3144BE0F Michael Hanke
> > > > http://apsy.gse.uni-magdeburg.de/hanke
> > > > ICQ: 48230050
> >
> >
> >
> > --
> >
> > Yaroslav Halchenko
> > Research Assistant, Psychology Department, Rutgers-Newark
> > Student  Ph.D. @ CS Dept. NJIT
> > Office: (973) 353-5440x263 | FWD: 82823 | Fax: (973) 353-1171
> >         101 Warren Str, Smith Hall, Rm 4-105, Newark NJ 07102
> > WWW:     http://www.linkedin.com/in/yarik
> >
>



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