On Thursday 10 December 2009 15:42:49 Mark Bolstad wrote:
> Just a quick interjection, I also have a dual-quad Nehalem system, HT on,
> 24GB ram, hand compiled 1.3.4 with options: --enable-mpi-threads
> --enable-mpi-f77=no --with-openib=no
>
> With v1.3.4 I see roughly the same behavior, hello, ring work, connectivity
> fails randomly with np >= 8. Turning on -v increased the success, but still
> hangs. np = 16 fails more often, and the hang is random in which pair of
> processes are communicating.
>
> However, it seems to be related to the shared memory layer problem. Running
> with -mca btl ^sm works consistently through np = 128.
>

I have the same problem, same machine (dual-quad Nehalem system, HT on) - for 
me the fix was the one from

(https://svn.open-mpi.org/trac/ompi/ticket/2043)

mpirun -np 8 -mca btl_sm_num_fifos 7


Mattijs

> Hope this helps.
>
> Mark
>
> On Wed, Dec 9, 2009 at 8:03 PM, Gus Correa <g...@ldeo.columbia.edu> wrote:
> > Hi Matthew
> >
> > Save any misinterpretation I may have made of the code:
> >
> > Hello_c has no real communication, except for a final Barrier
> > synchronization.
> > Each process prints "hello world" and that's it.
> >
> > Ring probes a little more, with processes Send(ing) and
> > Recv(cieving) messages.
> > Ring just passes a message sequentially along all process
> > ranks, then back to rank 0, and repeat the game 10 times.
> > Rank 0 is in charge of counting turns, decrementing the counter,
> > and printing that (nobody else prints).
> > With 4 processes:
> > 0->1->2->3->0->1... 10 times
> >
> > In connectivity every pair of processes exchange a message.
> > Therefore it probes all pairwise connections.
> > In verbose mode you can see that.
> >
> > These programs shouldn't hang at all, if the system were sane.
> > Actually, they should even run with a significant level of
> > oversubscription, say,
> > -np 128  should work easily for all three programs on a powerful
> > machine like yours.
> >
> >
> > **
> >
> > Suggestions
> >
> > 1) Stick to the OpenMPI you compiled.
> >
> > **
> >
> > 2) You can run connectivity_c in verbose mode:
> >
> > home/macmanes/apps/openmpi1.4/bin/mpirun -np 8 connectivity_c -v
> >
> > (Note the trailing "-v".)
> >
> > It should tell more about who's talking to who.
> >
> > **
> >
> > 3) I wonder if there are any BIOS settings that may be required
> > (and perhaps not in place) to make the Nehalem hyperthreading to
> > work properly in your computer.
> >
> > You reach the BIOS settings by typing <DEL> or <F2>
> > when the computer boots up.
> > The key varies by
> > BIOS and computer vendor, but shows quickly on the bootup screen.
> >
> > You may ask the computer vendor about the recommended BIOS settings.
> > If you haven't done this before, be careful to change and save only
> > what really needs to change (if anything really needs to change),
> > or the result may be worse.
> > (Overclocking is for gamers, not for genome researchers ... :) )
> >
> > **
> >
> > 4) What I read about Nehalem DDR3 memory is that it is optimal
> > on configurations that are multiples of 3GB per CPU.
> > Common configs. in dual CPU machines like yours are
> > 6, 12, 24 and 48GB.
> > The sockets where you install the memory modules also matter.
> >
> > Your computer has 20GB.
> > Did you build the computer or upgrade the memory yourself?
> > Do you know how the memory is installed, in which memory sockets?
> > What does the vendor have to say about it?
> >
> > See this:
> >
> > http://en.community.dell.com/blogs/dell_tech_center/archive/2009/04/08/ne
> >halem-and-memory-configurations.aspx
> >
> > **
> >
> > 5) As I said before, typing "f" then "j" on "top" will add
> > a column (labeled "P") that shows in which core each process is running.
> > This will let you observe how the Linux scheduler is distributing
> > the MPI load across the cores.
> > Hopefully it is load-balanced, and different processes go to different
> > cores.
> >
> > ***
> >
> > It is very disconcerting when MPI processes hang.
> > You are not alone.
> > The reasons are not always obvious.
> > At least in your case there is no network involved or to troubleshoot.
> >
> >
> > **
> >
> > I hope it helps,
> >
> > Gus Correa
> > ---------------------------------------------------------------------
> > Gustavo Correa
> > Lamont-Doherty Earth Observatory - Columbia University
> > Palisades, NY, 10964-8000 - USA
> > ---------------------------------------------------------------------
> >
> > Matthew MacManes wrote:
> >> Hi Gus and List,
> >>
> >> 1st of all Gus, I want to say thanks.. you have been a huge help, and
> >> when I get this fixed, I owe you big time!
> >>
> >> However, the problems continue...
> >>
> >> I formatted the HD, reinstalled OS to make sure that I was working from
> >> scratch.  I did your step A, which seemed to go fine:
> >>
> >> macmanes@macmanes:~$ which mpicc
> >> /home/macmanes/apps/openmpi1.4/bin/mpicc
> >> macmanes@macmanes:~$ which mpirun
> >> /home/macmanes/apps/openmpi1.4/bin/mpirun
> >>
> >> Good stuff there...
> >>
> >> I then compiled the example files:
> >>
> >> macmanes@macmanes:~/Downloads/openmpi-1.4/examples$
> >> /home/macmanes/apps/openmpi1.4/bin/mpirun -np 8 ring_c
> >> Process 0 sending 10 to 1, tag 201 (8 processes in ring)
> >> Process 0 sent to 1
> >> Process 0 decremented value: 9
> >> Process 0 decremented value: 8
> >> Process 0 decremented value: 7
> >> Process 0 decremented value: 6
> >> Process 0 decremented value: 5
> >> Process 0 decremented value: 4
> >> Process 0 decremented value: 3
> >> Process 0 decremented value: 2
> >> Process 0 decremented value: 1
> >> Process 0 decremented value: 0
> >> Process 0 exiting
> >> Process 1 exiting
> >> Process 2 exiting
> >> Process 3 exiting
> >> Process 4 exiting
> >> Process 5 exiting
> >> Process 6 exiting
> >> Process 7 exiting
> >> macmanes@macmanes:~/Downloads/openmpi-1.4/examples$
> >> /home/macmanes/apps/openmpi1.4/bin/mpirun -np 8 connectivity_c
> >> Connectivity test on 8 processes PASSED.
> >> macmanes@macmanes:~/Downloads/openmpi-1.4/examples$
> >> /home/macmanes/apps/openmpi1.4/bin/mpirun -np 8 connectivity_c
> >> ..HANGS..NO OUTPUT
> >>
> >> this is maddening because ring_c works.. and connectivity_c worked the
> >> 1st time, but not the second... I did it 10 times, and it worked twice..
> >> here is the TOP screenshot:
> >>
> >>
> >> http://picasaweb.google.com/macmanes/DropBox?authkey=Gv1sRgCLKokNOVqo7BY
> >>w#5413382182027669394
> >>
> >> What is the difference between connectivity_c and ring_c? Under what
> >> circumstances should one fail and not the other...
> >>
> >> I'm off to the Linux forums to see about the Nehalem kernel issues..
> >>
> >> Matt
> >>
> >>
> >>
> >> On Wed, Dec 9, 2009 at 13:25, Gus Correa <g...@ldeo.columbia.edu <mailto:
> >> g...@ldeo.columbia.edu>> wrote:
> >>
> >>    Hi Matthew
> >>
> >>    There is no point in trying to troubleshoot MrBayes and ABySS
> >>    if not even the OpenMPI test programs run properly.
> >>    You must straighten them out first.
> >>
> >>    **
> >>
> >>    Suggestions:
> >>
> >>    **
> >>
> >>    A) While you are at OpenMPI, do yourself a favor,
> >>    and install it from source on a separate directory.
> >>    Who knows if the OpenMPI package distributed with Ubuntu
> >>    works right on Nehalem?
> >>    Better install OpenMPI yourself from source code.
> >>    It is not a big deal, and may save you further trouble.
> >>
> >>    Recipe:
> >>
> >>    1) Install gfortran and g++ if you don't have them using apt-get.
> >>    2) Put the OpenMPI tarball in, say /home/matt/downolads/openmpi
> >>    3) Make another install directory *not in the system directory tree*.
> >>    Something like "mkdir /home/matt/apps/openmpi-X.Y.Z/" (X.Y.Z=version)
> >>    will work
> >>    4) cd /home/matt/downolads/openmpi
> >>    5) ./configure CC=gcc CXX=g++ F77=gfortran FC=gfortran  \
> >>    --prefix=/home/matt/apps/openmpi-X.Y.Z
> >>    (Use the prefix flag to install in the directory of item 3.)
> >>    6) make
> >>    7) make install
> >>    8) At the bottom of your /home/matt/.bashrc or .profile file
> >>    put these lines:
> >>
> >>    export PATH=/home/matt/apps/openmpi-X.Y.Z/bin:${PATH}
> >>    export MANPATH=/home/matt/apps/openmpi-X.Y.Z/share/man:`man -w`
> >>    export
> >>    LD_LIBRARY_PATH=home/matt/apps/openmpi-X.Y.Z/lib:${LD_LIBRARY_PATH}
> >>
> >>    (If you use csh/tcsh use instead:
> >>    setenv PATH /home/matt/apps/openmpi-X.Y.Z/bin:${PATH}
> >>    etc)
> >>
> >>    9) Logout and login again to freshen um the environment variables.
> >>    10) Do "which mpicc"  to check that it is pointing to your newly
> >>    installed OpenMPI.
> >>    11) Recompile and rerun the OpenMPI test programs
> >>    with 2, 4, 8, 16, .... processors.
> >>    Use full path names to mpicc and to mpirun,
> >>    if the change of PATH above doesn't work right.
> >>
> >>    ********
> >>
> >>    B) Nehalem is quite new hardware.
> >>    I don't know if the Ubuntu kernel 2.6.31-16 fully supports all
> >>    of Nehalem features, particularly hyperthreading, and NUMA,
> >>    which are used by MPI programs.
> >>    I am not the right person to give you advice about this.
> >>    I googled out but couldn't find a clear information about
> >>    minimal kernel age/requirements to have Nehalem fully supported.
> >>    Some Nehalem owner in the list could come forward and tell.
> >>
> >>    **
> >>
> >>    C) On the top screenshot you sent me, please try it again
> >>    (after you do item A) but type "f" and "j" to show the processors
> >>    that are running each process.
> >>
> >>    **
> >>
> >>    D) Also, the screeshot shows 20GB of memory.
> >>    This sounds not as a optimal memory for Nehalem,
> >>    which tend to be 6GB, 12GB, 24GB, 48GB.
> >>    Did you put together the system, or upgraded the memory yourself,
> >>    of did you buy the computer as is?
> >>    However, this should not break MPI anyway.
> >>
> >>    **
> >>
> >>    E) Answering your question:
> >>    It is true that different flavors of MPI
> >>    used to compile (mpicc) and run (mpiexec) a program would probably
> >>    break right away, regardless of the number of processes.
> >>    However, when it comes to different versions of the
> >>    same MPI flavor (say OpenMPI 1.3.4 and OpenMPI 1.3.3)
> >>    I am not sure it will break.
> >>    I would guess it may run but not in a reliable way.
> >>    Problems may appear as you stress the system with more cores, etc.
> >>    But this is just a guess.
> >>
> >>    **
> >>
> >>    I hope this helps,
> >>
> >>    Gus Correa
> >>    ---------------------------------------------------------------------
> >>    Gustavo Correa
> >>    Lamont-Doherty Earth Observatory - Columbia University
> >>    Palisades, NY, 10964-8000 - USA
> >>    ---------------------------------------------------------------------
> >>
> >>
> >>    Matthew MacManes wrote:
> >>
> >>        Hi Gus,
> >>
> >>        Interestingly the results for the connectivity_c test... works
> >>        fine with -np <8. For -np >8 it works some of the time, other
> >>        times it HANGS. I have got to believe that this is a big clue!!
> >>        Also, when it hangs, sometimes I get the message "mpirun was
> >>        unable to cleanly terminate the daemons on the nodes shown
> >>        below" Note that NO nodes are shown below.   Once, I got -np 250
> >>        to pass the connectivity test, but I was not able to replicate
> >>        this reliable, so I'm not sure if it was a fluke, or what.  Here
> >>        is a like to a screenshop of TOP when connectivity_c is hung
> >>        with -np 14.. I see that 2 processes are only at 50% CPU usage..
> >>        Hmmmm
> >> http://picasaweb.google.com/lh/photo/87zVEucBNFaQ0TieNVZtdw?authkey=Gv1s
> >>RgCLKokNOVqo7BYw&feat=directlink <
> >> http://picasaweb.google.com/lh/photo/87zVEucBNFaQ0TieNVZtdw?authkey=Gv1s
> >>RgCLKokNOVqo7BYw&feat=directlink
> >>
> >>        <
> >> http://picasaweb.google.com/lh/photo/87zVEucBNFaQ0TieNVZtdw?authkey=Gv1s
> >>RgCLKokNOVqo7BYw&feat=directlink <
> >> http://picasaweb.google.com/lh/photo/87zVEucBNFaQ0TieNVZtdw?authkey=Gv1s
> >>RgCLKokNOVqo7BYw&feat=directlink
> >>
> >>
> >>
> >>        The other tests, ring_c, hello_c, as well as the cxx versions of
> >>        these guys with with all values of -np.
> >>
> >>        Using -mca mpi-paffinity_alone 1 I get the same behavior.
> >>        I agree that I am should worry about the mismatch between where
> >>        the libraries are installed versus where I am telling my
> >>        programs to look for them. Would this type of mismatch cause
> >>        behavior like what I am seeing, i.e. working with  a small
> >>        number of processors, but failing with larger?  It seems like a
> >>        mismatch would have the same effect regardless of the number of
> >>        processors used. Maybe I am mistaken. Anyway, to address this,
> >>        which mpirun gives me /usr/local/bin/mpirun.. so to configure
> >>        ./configure --with-mpi=/usr/local/bin/mpirun and to run
> >>        /usr/local/bin/mpirun -np X ...  This should
> >>        uname -a gives me: Linux macmanes 2.6.31-16-generic #52-Ubuntu
> >>        SMP Thu Dec 3 22:07:16 UTC 2006 x86_64 GNU/Linux
> >>
> >>        Matt
> >>
> >>        On Dec 8, 2009, at 8:50 PM, Gus Correa wrote:
> >>
> >>            Hi Matthew
> >>
> >>            Please see comments/answers inline below.
> >>
> >>            Matthew MacManes wrote:
> >>
> >>                Hi Gus, Thanks for your ideas.. I have a few questions,
> >>                and will try to answer yours in hopes of solving this!!
> >>
> >>
> >>            A simple way to test OpenMPI on your system is to run the
> >>            test programs that come with the OpenMPI source code,
> >>            hello_c.c, connectivity_c.c, and ring_c.c:
> >>            http://www.open-mpi.org/
> >>
> >>            Get the tarball from the OpenMPI site, gzip and untar it,
> >>            and look for it in the "examples" directory.
> >>            Compile it with /your/path/to/openmpi/bin/mpicc hello_c.c
> >>            Run it with /your/path/to/openmpi/bin/mpiexec -np X a.out
> >>            using X = 2, 4, 8, 16, 32, 64, ...
> >>
> >>            This will tell if your OpenMPI is functional,
> >>            and if you can run on many Nehalem cores,
> >>            even with oversubscription perhaps.
> >>            It will also set the stage for further investigation of your
> >>            actual programs.
> >>
> >>
> >>                Should I worry about setting things like --num-cores
> >>                --bind-to-cores?  This, I think, gets at your questions
> >>                about processor affinity.. Am I right? I could not
> >>                exactly figure out the -mca mpi-paffinity_alone stuff...
> >>
> >>
> >>            I use the simple minded -mca mpi-paffinity_alone 1.
> >>            This is probably the easiest way to assign a process to a
> >> core. There more complex  ways in OpenMPI, but I haven't tried. Indeed,
> >> -mca mpi-paffinity_alone 1 does improve performance of our programs
> >> here.
> >>            There is a chance that without it the 16 virtual cores of
> >>            your Nehalem get confused with more than 3 processes
> >>            (you reported that -np > 3 breaks).
> >>
> >>            Did you try adding just -mca mpi-paffinity_alone 1  to
> >>            your mpiexec command line?
> >>
> >>
> >>                1. Additional load: nope. nothing else, most of the time
> >>                not even firefox.
> >>
> >>
> >>            Good.
> >>            Turn off firefox, etc, to make it even better.
> >>            Ideally, use runlevel 3, no X, like a computer cluster node,
> >>            but this may not be required.
> >>
> >>                2. RAM: no problems apparent when monitoring through
> >>                TOP. Interesting, I did wonder about oversubscription,
> >>                so I tried the option --nooversubscription, but this
> >>                gave me an error mssage.
> >>
> >>
> >>            Oversubscription from your program would only happen if
> >>            you asked for more processes than available cores, i.e.,
> >>            -np > 8 (or "virtual" cores, in case of Nehalem
> >> hyperthreading, -np > 16).
> >>            Since you have -np=4 there is no oversubscription,
> >>            unless you have other external load (e.g. Matlab, etc),
> >>            but you said you don't.
> >>
> >>            Yet another possibility would be if your program is threaded
> >>            (e.g. using OpenMP along with MPI), but considering what you
> >>            said about OpenMP I would guess the programs don't use it.
> >>            For instance, you launch the program with 4 MPI processes,
> >>            and each process decides to start, say, 8 OpenMP threads.
> >>            You end up with 32 threads and 8 (real) cores (or 16
> >>            hyperthreaded
> >>            ones on Nehalem).
> >>
> >>
> >>            What else does top say?
> >>            Any hog processes (memory- or CPU-wise)
> >>            besides your program processes?
> >>
> >>                3. I have not tried other MPI flavors.. Ive been
> >>                speaking to the authors of the programs, and they are
> >>                both using openMPI.
> >>
> >>            I was not trying to convince you to use another MPI.
> >>            I use MPICH2 also, but OpenMPI reigns here.
> >>            The idea or trying it with MPICH2 was just to check whether
> >>            OpenMPI
> >>            is causing the problem, but I don't think it is.
> >>
> >>                4. I don't think that this is a problem, as I'm
> >>                specifying --with-mpi=/usr/bin/...  when I compile the
> >>                programs. Is there any other way to be sure that this is
> >>                not a problem?
> >>
> >>
> >>            Hmmm ....
> >>            I don't know about your Ubuntu (we have CentOS and Fedora on
> >>            various
> >>            machines).
> >>            However, most Linux distributions come with their MPI
> >> flavors, and so do compilers, etc.
> >>            Often times they install these goodies in unexpected places,
> >>            and this has caused a lot of frustration.
> >>            There are tons of postings on this list that eventually
> >>            boiled down to mismatched versions of MPI in unexpected
> >> places.
> >>
> >>
> >>            The easy way is to use full path names to compile and to run.
> >>            Something like this:
> >>            /my/openmpi/bin/mpicc on your program configuration script),
> >>
> >>            and something like this
> >>            /my/openmpi/bin/mpiexec -np  ... bla, bla ...
> >>            when you submit the job.
> >>
> >>            You can check your version with "which mpicc", "which
> >> mpiexec", and (perhaps using full path names) with
> >>            "ompi_info", "mpicc --showme", "mpiexec --help".
> >>
> >>
> >>                5. I had not been, and you could see some shuffling when
> >>                monitoring the load on specific processors. I have tried
> >>                to use --bind-to-cores to deal with this. I don't
> >>                understand how to use the -mca options you asked about.
> >>                6. I am using Ubuntu 9.10. gcc 4.4.1 and g++  4.4.1
> >>
> >>
> >>            I am afraid I won't be of help, because I don't have Nehalem.
> >>            However, I read about Nehalem requiring quite recent kernels
> >>            to get all of its features working right.
> >>
> >>            What is the output of "uname -a"?
> >>            This will tell the kernel version, etc.
> >>            Other list subscribers may give you a suggestion if you post
> >> the
> >>            information.
> >>
> >>                MyBayes is a for bayesian phylogenetics:
> >>                 http://mrbayes.csit.fsu.edu/wiki/index.php/Main_Page
> >>                ABySS: is a program for assembly of DNA sequence data:
> >>                http://www.bcgsc.ca/platform/bioinfo/software/abyss
> >>
> >>
> >>            Thanks for the links!
> >>            I had found the MrBayes link.
> >>            I eventually found what your ABySS was about, but no links.
> >>            Amazing that it is about DNA/gene sequencing.
> >>            Our abyss here is the deep ocean ... :)
> >>            Abysmal difference!
> >>
> >>                    Do the programs mix MPI (message passing) with
> >>                    OpenMP (threads)?
> >>
> >>                Im honestly not sure what this means..
> >>
> >>
> >>            Some programs mix the two.
> >>            OpenMP only works in a shared memory environment (e.g. a
> >> single computer like yours), whereas MPI can use both shared memory and
> >> work across a network (e.g. in a cluster).
> >>            There are other differences too.
> >>
> >>            Unlikely that you have this hybrid type of parallel program,
> >>            otherwise there would be some reference to OpenMP
> >>            on the very program configuration files, program
> >>            documentation, etc.
> >>            Also, in general the configuration scripts of these hybrid
> >>            programs can turn on MPI only, or OpenMP only, or both,
> >>            depending on how you configure.
> >>
> >>            Even to compile with OpenMP you would need a proper compiler
> >>            flag, but that one might be hidden in a Makefile too, making
> >>            a bit hard to find. "grep -n mp Makefile" may give a clue.
> >>            Anything on the documentation that mentions threads or
> >> OpenMP?
> >>
> >>            FYI, here is OpenMP:
> >>            http://openmp.org/wp/
> >>
> >>                Thanks for all your help!
> >>
> >>             > Matt
> >>
> >>            Well, so far it didn't really help. :(
> >>
> >>            But let's hope to find a clue,
> >>            maybe with a little help of
> >>            our list subscriber friends.
> >>
> >>            Gus Correa
> >>
> >>  ---------------------------------------------------------------------
> >>            Gustavo Correa
> >>            Lamont-Doherty Earth Observatory - Columbia University
> >>            Palisades, NY, 10964-8000 - USA
> >>
> >>  ---------------------------------------------------------------------
> >>
> >>                    Hi Matthew
> >>
> >>                    More guesses/questions than anything else:
> >>
> >>                    1) Is there any additional load on this machine?
> >>                    We had problems like that (on different machines)
> >> when users start listening to streaming video, doing Matlab
> >> calculations,
> >>                    etc, while the MPI programs are running.
> >>                    This tends to oversubscribe the cores, and may lead
> >>                    to crashes.
> >>
> >>                    2) RAM:
> >>                    Can you monitor the RAM usage through "top"?
> >>                    (I presume you are on Linux.)
> >>                    It may show unexpected memory leaks, if they exist.
> >>
> >>                    On "top", type "1" (one) see all cores, type "f"
> >>                    then "j"
> >>                    to see the core number associated to each process.
> >>
> >>                    3) Do the programs work right with other MPI flavors
> >>                    (e.g. MPICH2)?
> >>                    If not, then it is not OpenMPI's fault.
> >>
> >>                    4) Any possibility that the MPI versions/flavors of
> >>                    mpicc and
> >>                    mpirun that you are using to compile and launch the
> >>                    program are not the
> >>                    same?
> >>
> >>                    5) Are you setting processor affinity on mpiexec?
> >>
> >>                    mpiexec -mca mpi_paffinity_alone 1 -np ... bla, bla
> >> ...
> >>
> >>                    Context switching across the cores may also cause
> >>                    trouble, I suppose.
> >>
> >>                    6) Which Linux are you using (uname -a)?
> >>
> >>                    On other mailing lists I read reports that only
> >>                    quite recent kernels
> >>                    support all the Intel Nehalem processor features
> >> well. I don't have Nehalem, I can't help here,
> >>                    but the information may be useful
> >>                    for other list subscribers to help you.
> >>
> >>                    ***
> >>
> >>                    As for the programs, some programs require specific
> >>                    setup,
> >>                    (and even specific compilation) when the number of
> >>                    MPI processes
> >>                    vary.
> >>                    It may help if you tell us a link to the program
> >> sites.
> >>
> >>                    Baysian statistics is not totally out of our
> >> business, but phylogenetic genetic trees is not really my league, hence
> >> forgive me any bad guesses, please,
> >>                    but would it need specific compilation or a different
> >>                    set of input parameters to run correctly on a
> >> different number of processors?
> >>                    Do the programs mix MPI (message passing) with
> >>                    OpenMP (threads)?
> >>
> >>                    I found this MrBayes, which seems to do the above:
> >>
> >>                    http://mrbayes.csit.fsu.edu/
> >>                    http://mrbayes.csit.fsu.edu/wiki/index.php/Main_Page
> >>
> >>                    As for the ABySS, what is it, where can it be found?
> >>                    Doesn't look like a deep ocean circulation model, as
> >>                    the name suggest.
> >>
> >>                    My $0.02
> >>                    Gus Correa
> >>
> >>
> >> 
> >> ------------------------------------------------------------------------
> >> _______________________________________________
> >>                users mailing list
> >>                us...@open-mpi.org <mailto:us...@open-mpi.org>
> >>
> >>                http://www.open-mpi.org/mailman/listinfo.cgi/users
> >>
> >>
> >>            _______________________________________________
> >>            users mailing list
> >>            us...@open-mpi.org <mailto:us...@open-mpi.org>
> >>
> >>            http://www.open-mpi.org/mailman/listinfo.cgi/users
> >>
> >>
> >>        _________________________________
> >>        Matthew MacManes
> >>        PhD Candidate
> >>        University of California- Berkeley
> >>        Museum of Vertebrate Zoology
> >>        Phone: 510-495-5833
> >>        Lab Website: http://ib.berkeley.edu/labs/lacey
> >>        Personal Website: http://macmanes.com/
> >>
> >>
> >>
> >>
> >>
> >>
> >>
> >> 
> >> ------------------------------------------------------------------------
> >>
> >>        _______________________________________________
> >>        users mailing list
> >>        us...@open-mpi.org <mailto:us...@open-mpi.org>
> >>
> >>        http://www.open-mpi.org/mailman/listinfo.cgi/users
> >>
> >>
> >>    _______________________________________________
> >>    users mailing list
> >>    us...@open-mpi.org <mailto:us...@open-mpi.org>
> >>
> >>    http://www.open-mpi.org/mailman/listinfo.cgi/users
> >>
> >>
> >>
> >> ------------------------------------------------------------------------
> >>
> >> _______________________________________________
> >> users mailing list
> >> us...@open-mpi.org
> >> http://www.open-mpi.org/mailman/listinfo.cgi/users
> >
> > _______________________________________________
> > users mailing list
> > us...@open-mpi.org
> > http://www.open-mpi.org/mailman/listinfo.cgi/users

-- 

Mattijs Janssens

OpenCFD Ltd.
9 Albert Road,
Caversham,
Reading RG4 7AN.
Tel: +44 (0)118 9471030
Email: m.janss...@opencfd.co.uk
URL: http://www.OpenCFD.co.uk

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