[petsc-dev] Petsc "make test" have more failures for --with-openmp=1

Eric Chamberland Eric.Chamberland at giref.ulaval.ca
Sun Mar 14 13:18:08 CDT 2021


Done:

https://github.com/hypre-space/hypre/issues/303

Maybe I will need some help about PETSc to answer their questions...

Eric

On 2021-03-14 3:44 a.m., Stefano Zampini wrote:
> Eric
>
> You should report these HYPRE issues upstream 
> https://github.com/hypre-space/hypre/issues 
> <https://github.com/hypre-space/hypre/issues>
>
>
>> On Mar 14, 2021, at 3:44 AM, Eric Chamberland 
>> <Eric.Chamberland at giref.ulaval.ca 
>> <mailto:Eric.Chamberland at giref.ulaval.ca>> wrote:
>>
>> For us it clearly creates problems in real computations...
>>
>> I understand the need to have clean test for PETSc, but for me, it 
>> reveals that hypre isn't usable with more than one thread for now...
>>
>> Another solution:  force single-threaded configuration for hypre 
>> until this is fixed?
>>
>> Eric
>>
>> On 2021-03-13 8:50 a.m., Pierre Jolivet wrote:
>>> -pc_hypre_boomeramg_relax_type_all Jacobi =>
>>>   Linear solve did not converge due to DIVERGED_INDEFINITE_PC 
>>> iterations 3
>>> -pc_hypre_boomeramg_relax_type_all l1scaled-Jacobi =>
>>> OK, independently of the architecture it seems (Eric Docker image 
>>> with 1 or 2 threads or my macOS), but contraction factor is higher
>>>   Linear solve converged due to CONVERGED_RTOL iterations 8
>>>   Linear solve converged due to CONVERGED_RTOL iterations 24
>>>   Linear solve converged due to CONVERGED_RTOL iterations 26
>>> v. currently
>>>   Linear solve converged due to CONVERGED_RTOL iterations 7
>>>   Linear solve converged due to CONVERGED_RTOL iterations 9
>>>   Linear solve converged due to CONVERGED_RTOL iterations 10
>>>
>>> Do we change this? Or should we force OMP_NUM_THREADS=1 for make test?
>>>
>>> Thanks,
>>> Pierre
>>>
>>>> On 13 Mar 2021, at 2:26 PM, Mark Adams <mfadams at lbl.gov 
>>>> <mailto:mfadams at lbl.gov>> wrote:
>>>>
>>>> Hypre uses a multiplicative smoother by default. It has a chebyshev 
>>>> smoother. That with a Jacobi PC should be thread invariant.
>>>> Mark
>>>>
>>>> On Sat, Mar 13, 2021 at 8:18 AM Pierre Jolivet <pierre at joliv.et 
>>>> <mailto:pierre at joliv.et>> wrote:
>>>>
>>>>
>>>>>     On 13 Mar 2021, at 9:17 AM, Pierre Jolivet <pierre at joliv.et
>>>>>     <mailto:pierre at joliv.et>> wrote:
>>>>>
>>>>>     Hello Eric,
>>>>>     I’ve made an “interesting” discovery, so I’ll put back the
>>>>>     list in c/c.
>>>>>     It appears the following snippet of code which uses
>>>>>     Allreduce() + lambda function + MPI_IN_PLACE is:
>>>>>     - Valgrind-clean with MPICH;
>>>>>     - Valgrind-clean with OpenMPI 4.0.5;
>>>>>     - not Valgrind-clean with OpenMPI 4.1.0.
>>>>>     I’m not sure who is to blame here, I’ll need to look at the
>>>>>     MPI specification for what is required by the implementors and
>>>>>     users in that case.
>>>>>
>>>>>     In the meantime, I’ll do the following:
>>>>>     - update config/BuildSystem/config/packages/OpenMPI.py to use
>>>>>     OpenMPI 4.1.0, see if any other error appears;
>>>>>     - provide a hotfix to bypass the segfaults;
>>>>
>>>>     I can confirm that splitting the single Allreduce with my own
>>>>     MPI_Op into two Allreduce with MAX and BAND fixes the segfaults
>>>>     with OpenMPI (*).
>>>>
>>>>>     - look at the hypre issue and whether they should be deferred
>>>>>     to the hypre team.
>>>>
>>>>     I don’t know if there is something wrong in hypre threading or
>>>>     if it’s just a side effect of threading, but it seems that the
>>>>     number of threads has a drastic effect on the quality of the PC.
>>>>     By default, it looks that there are two threads per process
>>>>     with your Docker image.
>>>>     If I force OMP_NUM_THREADS=1, then I get the same convergence
>>>>     as in the output file.
>>>>
>>>>     Thanks,
>>>>     Pierre
>>>>
>>>>     (*) https://gitlab.com/petsc/petsc/-/merge_requests/3712
>>>>     <https://gitlab.com/petsc/petsc/-/merge_requests/3712>
>>>>
>>>>>     Thank you for the Docker files, they were really useful.
>>>>>     If you want to avoid oversubscription failures, you can edit
>>>>>     the file /opt/openmpi-4.1.0/etc/openmpi-default-hostfile and
>>>>>     append the line:
>>>>>     localhost slots=12
>>>>>     If you want to increase the timeout limit of PETSc test suite
>>>>>     for each test, you can add the extra flag in your command line
>>>>>     TIMEOUT=180 (default is 60, units are seconds).
>>>>>
>>>>>     Thanks, I’ll ping you on GitLab when I’ve got something ready
>>>>>     for you to try,
>>>>>     Pierre
>>>>>
>>>>>     <ompi.cxx>
>>>>>
>>>>>>     On 12 Mar 2021, at 8:54 PM, Eric Chamberland
>>>>>>     <Eric.Chamberland at giref.ulaval.ca
>>>>>>     <mailto:Eric.Chamberland at giref.ulaval.ca>> wrote:
>>>>>>
>>>>>>     Hi Pierre,
>>>>>>
>>>>>>     I now have a docker container reproducing the problems here.
>>>>>>
>>>>>>     Actually, if I look at
>>>>>>     snes_tutorials-ex12_quad_singular_hpddm it fails like this:
>>>>>>
>>>>>>     not ok snes_tutorials-ex12_quad_singular_hpddm # Error code: 59
>>>>>>     #       Initial guess
>>>>>>     #       L_2 Error: 0.00803099
>>>>>>     #       Initial Residual
>>>>>>     #       L_2 Residual: 1.09057
>>>>>>     #       Au - b = Au + F(0)
>>>>>>     #       Linear L_2 Residual: 1.09057
>>>>>>     # [d470c54ce086:14127] Read -1, expected 4096, errno = 1
>>>>>>     # [d470c54ce086:14128] Read -1, expected 4096, errno = 1
>>>>>>     # [d470c54ce086:14129] Read -1, expected 4096, errno = 1
>>>>>>     #       [3]PETSC ERROR:
>>>>>>     ------------------------------------------------------------------------
>>>>>>     #       [3]PETSC ERROR: Caught signal number 11 SEGV:
>>>>>>     Segmentation Violation, probably memory access out of range
>>>>>>     #       [3]PETSC ERROR: Try option -start_in_debugger or
>>>>>>     -on_error_attach_debugger
>>>>>>     #       [3]PETSC ERROR: or see
>>>>>>     https://www.mcs.anl.gov/petsc/documentation/faq.html#valgrind
>>>>>>     <https://www.mcs.anl.gov/petsc/documentation/faq.html#valgrind>
>>>>>>     #       [3]PETSC ERROR: or try http://valgrind.org
>>>>>>     <http://valgrind.org/> on GNU/linux and Apple Mac OS X to
>>>>>>     find memory corruption errors
>>>>>>     #       [3]PETSC ERROR: likely location of problem given in
>>>>>>     stack below
>>>>>>     #       [3]PETSC ERROR: --------------------- Stack Frames
>>>>>>     ------------------------------------
>>>>>>     #       [3]PETSC ERROR: Note: The EXACT line numbers in the
>>>>>>     stack are not available,
>>>>>>     #       [3]PETSC ERROR:       INSTEAD the line number of the
>>>>>>     start of the function
>>>>>>     #       [3]PETSC ERROR:       is given.
>>>>>>     #       [3]PETSC ERROR: [3] buildTwo line 987
>>>>>>     /opt/petsc-main/include/HPDDM_schwarz.hpp
>>>>>>     #       [3]PETSC ERROR: [3] next line 1130
>>>>>>     /opt/petsc-main/include/HPDDM_schwarz.hpp
>>>>>>     #       [3]PETSC ERROR: --------------------- Error Message
>>>>>>     --------------------------------------------------------------
>>>>>>     #       [3]PETSC ERROR: Signal received
>>>>>>     #       [3]PETSC ERROR: [0]PETSC ERROR:
>>>>>>     ------------------------------------------------------------------------
>>>>>>
>>>>>>     also ex12_quad_hpddm_reuse_baij fails with a lot more "Read
>>>>>>     -1, expected ..." which I don't know where they come from...?
>>>>>>
>>>>>>     Hypre (like in diff-snes_tutorials-ex56_hypre) is also having
>>>>>>     DIVERGED_INDEFINITE_PC failures...
>>>>>>
>>>>>>     Please see the 3 attached docker files:
>>>>>>
>>>>>>     1) fedora_mkl_and_devtools : the DockerFile which install
>>>>>>     fedore 33 with gnu compilers and MKL and everything to develop.
>>>>>>
>>>>>>     2) openmpi: the DockerFile to bluid OpenMPI
>>>>>>
>>>>>>     3) petsc: The las DockerFile that build/install and test PETSc
>>>>>>
>>>>>>     I build the 3 like this:
>>>>>>
>>>>>>     docker build -t fedora_mkl_and_devtools -f
>>>>>>     fedora_mkl_and_devtools .
>>>>>>
>>>>>>     docker build -t openmpi -f openmpi .
>>>>>>
>>>>>>     docker build -t petsc -f petsc .
>>>>>>
>>>>>>     Disclaimer: I am not a docker expert, so I may do things that
>>>>>>     are not docker-stat-of-the-art but I am opened to
>>>>>>     suggestions... ;)
>>>>>>
>>>>>>     I have just ran it on my portable (long) which have not
>>>>>>     enough cores, so many more tests failed (should force
>>>>>>     --oversubscribe but don't know how to).  I will relaunch on
>>>>>>     my workstation in a few minutes.
>>>>>>
>>>>>>     I will now test your branch! (sorry for the delay).
>>>>>>
>>>>>>     Thanks,
>>>>>>
>>>>>>     Eric
>>>>>>
>>>>>>     On 2021-03-11 9:03 a.m., Eric Chamberland wrote:
>>>>>>>
>>>>>>>     Hi Pierre,
>>>>>>>
>>>>>>>     ok, that's interesting!
>>>>>>>
>>>>>>>     I will try to build a docker image until tomorrow and give
>>>>>>>     you the exact recipe to reproduce the bugs.
>>>>>>>
>>>>>>>     Eric
>>>>>>>
>>>>>>>
>>>>>>>     On 2021-03-11 2:46 a.m., Pierre Jolivet wrote:
>>>>>>>>
>>>>>>>>
>>>>>>>>>     On 11 Mar 2021, at 6:16 AM, Barry Smith <bsmith at petsc.dev
>>>>>>>>>     <mailto:bsmith at petsc.dev>> wrote:
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>       Eric,
>>>>>>>>>
>>>>>>>>>      Sorry about not being more immediate. We still have this
>>>>>>>>>     in our active email so you don't need to submit individual
>>>>>>>>>     issues. We'll try to get to them as soon as we can.
>>>>>>>>
>>>>>>>>     Indeed, I’m still trying to figure this out.
>>>>>>>>     I realized that some of my configure flags were different
>>>>>>>>     than yours, e.g., no --with-memalign.
>>>>>>>>     I’ve also added SuperLU_DIST to my installation.
>>>>>>>>     Still, I can’t reproduce any issue.
>>>>>>>>     I will continue looking into this, it appears I’m seeing
>>>>>>>>     some valgrind errors, but I don’t know if this is some side
>>>>>>>>     effect of OpenMPI not being valgrind-clean (last time I
>>>>>>>>     checked, there was no error with MPICH).
>>>>>>>>
>>>>>>>>     Thank you for your patience,
>>>>>>>>     Pierre
>>>>>>>>
>>>>>>>>     /usr/bin/gmake -f gmakefile test test-fail=1
>>>>>>>>     Using MAKEFLAGS: test-fail=1
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex12_quad_hpddm_reuse_baij.counts
>>>>>>>>      ok snes_tutorials-ex12_quad_hpddm_reuse_baij
>>>>>>>>      ok diff-snes_tutorials-ex12_quad_hpddm_reuse_baij
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tests-ex33_superlu_dist_2.counts
>>>>>>>>      ok ksp_ksp_tests-ex33_superlu_dist_2
>>>>>>>>      ok diff-ksp_ksp_tests-ex33_superlu_dist_2
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tests-ex49_superlu_dist.counts
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-0_conv-0
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-0_conv-0
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-0_conv-1
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-0_conv-1
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-1_conv-0
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-1_conv-0
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-1_conv-1
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-1herm-1_conv-1
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-0_conv-0
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-0_conv-0
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-0_conv-1
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-0_conv-1
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-1_conv-0
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-1_conv-0
>>>>>>>>      ok ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-1_conv-1
>>>>>>>>      ok diff-ksp_ksp_tests-ex49_superlu_dist+nsize-4herm-1_conv-1
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex50_tut_2.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex50_tut_2
>>>>>>>>      ok diff-ksp_ksp_tutorials-ex50_tut_2
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tests-ex33_superlu_dist.counts
>>>>>>>>      ok ksp_ksp_tests-ex33_superlu_dist
>>>>>>>>      ok diff-ksp_ksp_tests-ex33_superlu_dist
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex56_hypre.counts
>>>>>>>>      ok snes_tutorials-ex56_hypre
>>>>>>>>      ok diff-snes_tutorials-ex56_hypre
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex56_2.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex56_2
>>>>>>>>      ok diff-ksp_ksp_tutorials-ex56_2
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex17_3d_q3_trig_elas.counts
>>>>>>>>      ok snes_tutorials-ex17_3d_q3_trig_elas
>>>>>>>>      ok diff-snes_tutorials-ex17_3d_q3_trig_elas
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex12_quad_hpddm_reuse_threshold_baij.counts
>>>>>>>>      ok snes_tutorials-ex12_quad_hpddm_reuse_threshold_baij
>>>>>>>>      ok diff-snes_tutorials-ex12_quad_hpddm_reuse_threshold_baij
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex5_superlu_dist_3.counts
>>>>>>>>     not ok ksp_ksp_tutorials-ex5_superlu_dist_3 # Error code: 1
>>>>>>>>     #srun: error: Unable to create step for job 1426755: More
>>>>>>>>     processors requested than permitted
>>>>>>>>      ok ksp_ksp_tutorials-ex5_superlu_dist_3 # SKIP Command
>>>>>>>>     failed so no diff
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex5f_superlu_dist.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex5f_superlu_dist # SKIP Fortran
>>>>>>>>     required for this test
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex12_tri_parmetis_hpddm_baij.counts
>>>>>>>>      ok snes_tutorials-ex12_tri_parmetis_hpddm_baij
>>>>>>>>      ok diff-snes_tutorials-ex12_tri_parmetis_hpddm_baij
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex19_tut_3.counts
>>>>>>>>      ok snes_tutorials-ex19_tut_3
>>>>>>>>      ok diff-snes_tutorials-ex19_tut_3
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex17_3d_q3_trig_vlap.counts
>>>>>>>>      ok snes_tutorials-ex17_3d_q3_trig_vlap
>>>>>>>>      ok diff-snes_tutorials-ex17_3d_q3_trig_vlap
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex5f_superlu_dist_3.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex5f_superlu_dist_3 # SKIP Fortran
>>>>>>>>     required for this test
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex19_superlu_dist.counts
>>>>>>>>      ok snes_tutorials-ex19_superlu_dist
>>>>>>>>      ok diff-snes_tutorials-ex19_superlu_dist
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex56_attach_mat_nearnullspace-1_bddc_approx_hypre.counts
>>>>>>>>      ok
>>>>>>>>     snes_tutorials-ex56_attach_mat_nearnullspace-1_bddc_approx_hypre
>>>>>>>>      ok
>>>>>>>>     diff-snes_tutorials-ex56_attach_mat_nearnullspace-1_bddc_approx_hypre
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex49_hypre_nullspace.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex49_hypre_nullspace
>>>>>>>>      ok diff-ksp_ksp_tutorials-ex49_hypre_nullspace
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex19_superlu_dist_2.counts
>>>>>>>>      ok snes_tutorials-ex19_superlu_dist_2
>>>>>>>>      ok diff-snes_tutorials-ex19_superlu_dist_2
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex5_superlu_dist_2.counts
>>>>>>>>     not ok ksp_ksp_tutorials-ex5_superlu_dist_2 # Error code: 1
>>>>>>>>     #srun: error: Unable to create step for job 1426755: More
>>>>>>>>     processors requested than permitted
>>>>>>>>      ok ksp_ksp_tutorials-ex5_superlu_dist_2 # SKIP Command
>>>>>>>>     failed so no diff
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/snes_tutorials-ex56_attach_mat_nearnullspace-0_bddc_approx_hypre.counts
>>>>>>>>      ok
>>>>>>>>     snes_tutorials-ex56_attach_mat_nearnullspace-0_bddc_approx_hypre
>>>>>>>>      ok
>>>>>>>>     diff-snes_tutorials-ex56_attach_mat_nearnullspace-0_bddc_approx_hypre
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex64_1.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex64_1
>>>>>>>>      ok diff-ksp_ksp_tutorials-ex64_1
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex5_superlu_dist.counts
>>>>>>>>     not ok ksp_ksp_tutorials-ex5_superlu_dist # Error code: 1
>>>>>>>>     #srun: error: Unable to create step for job 1426755: More
>>>>>>>>     processors requested than permitted
>>>>>>>>      ok ksp_ksp_tutorials-ex5_superlu_dist # SKIP Command
>>>>>>>>     failed so no diff
>>>>>>>>           TEST
>>>>>>>>     arch-linux2-c-opt-ompi/tests/counts/ksp_ksp_tutorials-ex5f_superlu_dist_2.counts
>>>>>>>>      ok ksp_ksp_tutorials-ex5f_superlu_dist_2 # SKIP Fortran
>>>>>>>>     required for this test
>>>>>>>>
>>>>>>>>>      Barry
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>>     On Mar 10, 2021, at 11:03 PM, Eric Chamberland
>>>>>>>>>>     <Eric.Chamberland at giref.ulaval.ca
>>>>>>>>>>     <mailto:Eric.Chamberland at giref.ulaval.ca>> wrote:
>>>>>>>>>>
>>>>>>>>>>     Barry,
>>>>>>>>>>
>>>>>>>>>>     to get a some follow up on --with-openmp=1 failures,
>>>>>>>>>>     shall I open gitlab issues for:
>>>>>>>>>>
>>>>>>>>>>     a) all hypre failures giving DIVERGED_INDEFINITE_PC
>>>>>>>>>>
>>>>>>>>>>     b) all superlu_dist failures giving different results
>>>>>>>>>>     with initia and "Exceeded timeout limit of 60 s"
>>>>>>>>>>
>>>>>>>>>>     c) hpddm failures "free(): invalid next size (fast)" and
>>>>>>>>>>     "Segmentation Violation"
>>>>>>>>>>
>>>>>>>>>>     d) all tao's "Exceeded timeout limit of 60 s"
>>>>>>>>>>
>>>>>>>>>>     I don't see how I could do all these debugging by myself...
>>>>>>>>>>
>>>>>>>>>>     Thanks,
>>>>>>>>>>
>>>>>>>>>>     Eric
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>
>>>>>>>>
>>>>>>>     -- 
>>>>>>>     Eric Chamberland, ing., M. Ing
>>>>>>>     Professionnel de recherche
>>>>>>>     GIREF/Université Laval
>>>>>>>     (418) 656-2131 poste 41 22 42
>>>>>>     -- 
>>>>>>     Eric Chamberland, ing., M. Ing
>>>>>>     Professionnel de recherche
>>>>>>     GIREF/Université Laval
>>>>>>     (418) 656-2131 poste 41 22 42
>>>>>>     <fedora_mkl_and_devtools.txt><openmpi.txt><petsc.txt>
>>>>>
>>>>
>>>
>> -- 
>> Eric Chamberland, ing., M. Ing
>> Professionnel de recherche
>> GIREF/Université Laval
>> (418) 656-2131 poste 41 22 42
>
-- 
Eric Chamberland, ing., M. Ing
Professionnel de recherche
GIREF/Université Laval
(418) 656-2131 poste 41 22 42

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