arpack-ng  

Issue 642: arpack-ng is not thread safe

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Reported by Edgar Simo-Serra, Jan 27, 2012

arpack-ng like arpack is not a thread safe library. I am not 
familiar with fortran 77 but I managed to find some more information 
on the exact problem at [1]. I believe that it would be very 
important for arpack-ng to be thread safe as there are no technical 
reasons why it should not be.

I know this is probably a lot of work but in the long run as systems 
have more cores this will be more beneficial. I am also aware that 
there is a parallel implementation that makes the arpack itself 
parallel using MPI. However, there are situations when you might 
want to have higher level threading where you run multiple 
executions of arpack using threads.

[1]: http://stackoverflow.com/questions/3889222/is-arpack-thread-safe

Comment 1 by Sylvestre Ledru, Jan 27, 2012

Labels: Type:Enhancement Priority:Low Type:Defect Priority:Medium

Comment 2 by Sylvestre Ledru, Jan 28, 2012

To tell you the truth, I won't work myself on the subject but I will 
be happy to apply any patch for this.

Comment 3 by Jordi Gutiérrez Hermoso, May 22, 2012

What does parpack do, then?

Comment 4 by Sylvestre Ledru, May 22, 2012

parpack is using mpi. mpi is lauching separated processes. It does 
the job but it is not "per say" thread safe.

Anyway, tagging won't fix.
Status: WontFix

Comment 5 by Edgar Simo-Serra, May 22, 2012

Parpack is parallel as in it uses parallelism at a factorization 
level by changing the problem a bit and threading the linear algebra 
stuff. However, this doesn't mean it is thread safe, so while 
parpack should let you use all cores it has more overhead than 
higher level threading like for example parallel execution of 
arpacks (as in getting eigenvectors/values for different matrices) 
which shouldn't have more overhead than context switching. AFAIK 
parpack isn't thread safe either as it also uses global variables. 
So while it is a solution for using more available CPU power, it 
isn't a solution if you want to run multiple executions of Arnoldi 
factorization in parallel.

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Created: 7 years 9 months ago by Edgar Simo-Serra

Updated: 1 day 54 minutes ago

Status: WontFix

Followed by: 12 persons

Labels:
Type:Enhancement
Priority:Low