[slurm-users] NAS benchmarks - problem with openmpi, slurm and pmi
Glenn (Gedaliah) Wolosh
gwolosh at njit.edu
Thu Dec 7 14:42:21 MST 2017
Thanks for all your help. You are right, this no longer seems like slurm topic. I’ll post on OMPI if I need more help.
_______________
Gedaliah Wolosh
IST Academic and Research Computing Systems (ARCS)
NJIT
GITC 2203
973 596 5437
gwolosh at njit.edu
> On Dec 7, 2017, at 4:31 PM, Artem Polyakov <artpol84 at gmail.com> wrote:
>
> You seem to use a very old OMPI implementation (the current one is 3.0). So I'd suggest to try it if you can.
> And it seem like a pure OMPI problem so OMPI dev list may be more appropriate for this topic.
>
>
> 2017-12-07 12:53 GMT-08:00 Glenn (Gedaliah) Wolosh <gwolosh at njit.edu <mailto:gwolosh at njit.edu>>:
>
>
>> On Dec 7, 2017, at 3:26 PM, Artem Polyakov <artpol84 at gmail.com <mailto:artpol84 at gmail.com>> wrote:
>>
>> Given that ring is working I don't think that it's a PMI problem.
>>
>> Can you try running NPB with the tcp btl parameters that I've provided? (I assume you have TCP interconnect, let me know if it's not a case).
>>
>> чт, 7 дек. 2017 г. в 12:03, Glenn (Gedaliah) Wolosh <gwolosh at njit.edu <mailto:gwolosh at njit.edu>>:
>>> On Dec 7, 2017, at 1:18 PM, Artem Polyakov <artpol84 at gmail.com <mailto:artpol84 at gmail.com>> wrote:
>>>
>>> Couple of things to try to locate the issue:
>>>
>>> 1. To make sure that PMI is not working: have you tried to run something simple (like hello_world (https://github.com/open-mpi/ompi/blob/master/examples/hello_c.c <https://github.com/open-mpi/ompi/blob/master/examples/hello_c.c>) and ring (https://github.com/open-mpi/ompi/blob/master/examples/ring_c.c <https://github.com/open-mpi/ompi/blob/master/examples/ring_c.c>). Please try to run those two and post the results.
>>> 2. If hello is working and ring is not can you try to change the fabric to TCP:
>>> $ export OMPI_MCA_btl=tcp,self
>>> $ export OMPI_MCA_pml=ob1
>>> $ srun ...
>>>
>>> Please provide the outputs
>
>
> export OMPI_MCA_btl=tcp,self
> export OMPI_MCA_pml=ob1
>
> srun --nodes=8 --ntasks-per-node=8 --ntasks=64 --mpi=pmi2 ./ep.C.64
>
> This works —
>
> AS Parallel Benchmarks 3.3 -- EP Benchmark
>
> Number of random numbers generated: 8589934592 <tel:(858)%20993-4592>
> Number of active processes: 64
>
> EP Benchmark Results:
>
> CPU Time = 5.9208
> N = 2^ 32
> No. Gaussian Pairs = 3373275903 <tel:(337)%20327-5903>.
> Sums = 4.764367927992081D+04 -8.084072988045549D+04
> Counts:
> 0 1572172634.
> 1 1501108549.
> 2 281805648.
> 3 17761221.
> 4 424017.
> 5 3821.
> 6 13.
> 7 0.
> 8 0.
> 9 0.
>
>
> EP Benchmark Completed.
> Class = C
> Size = 8589934592 <tel:(858)%20993-4592>
> Iterations = 0
> Time in seconds = 5.92
> Total processes = 64
> Compiled procs = 64
> Mop/s total = 1450.82
> Mop/s/process = 22.67
> Operation type = Random numbers generated
> Verification = SUCCESSFUL
> Version = 3.3.1
> Compile date = 07 Dec 2017
>
> Compile options:
> MPIF77 = mpif77
> FLINK = $(MPIF77)
> FMPI_LIB = -L/opt/local/easybuild/software/Compiler/GC...
> FMPI_INC = -I/opt/local/easybuild/software/Compiler/GC...
> FFLAGS = -O
> FLINKFLAGS = -O
> RAND = randi8
>
>
> Please send feedbacks and/or the results of this run to:
>
> NPB Development Team
> Internet: npb at nas.nasa.gov <mailto:npb at nas.nasa.gov>
>
> Hmm...
>
>> srun --mpi=pmi2 --ntasks-per-node=8 --ntasks=16 ./hello_c > hello_c.out
>>
>> Hello, world, I am 24 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 0 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 25 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 1 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 27 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 2 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 29 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 31 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 30 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 4 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 5 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 17 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 3 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 7 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 6 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 18 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 22 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 23 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 19 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 9 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 20 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 8 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 10 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 13 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 11 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 26 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 16 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 14 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 28 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 21 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 15 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>> Hello, world, I am 12 of 32, (Open MPI v1.10.3, package: Open MPI gwolosh at snode2.p-stheno.tartan.njit.edu <mailto:gwolosh at snode2.p-stheno.tartan.njit.edu> Distribution, ident: 1.10.3, repo rev: v1.10.2-251-g9acf492, Jun 14, 2016, 150)
>>
>> srun --mpi=pmi2 --ntasks-per-node=8 --ntasks=16 --nodes=2 ./ring_c > ring_c.out
>>
>> Process 1 exiting
>> Process 12 exiting
>> Process 14 exiting
>> Process 13 exiting
>> Process 3 exiting
>> Process 11 exiting
>> Process 5 exiting
>> Process 6 exiting
>> Process 2 exiting
>> Process 4 exiting
>> Process 9 exiting
>> Process 10 exiting
>> Process 7 exiting
>> Process 15 exiting
>> Process 0 sending 10 to 1, tag 201 (16 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 8 exiting
>>
>>>
>>> 2017-12-07 10:05 GMT-08:00 Glenn (Gedaliah) Wolosh <gwolosh at njit.edu <mailto:gwolosh at njit.edu>>:
>>>
>>>
>>>> On Dec 7, 2017, at 12:51 PM, Artem Polyakov <artpol84 at gmail.com <mailto:artpol84 at gmail.com>> wrote:
>>>>
>>>> also please post the output of
>>>> $ srun --mpi=list
>>>
>>> [gwolosh at p-slogin bin]$ srun --mpi=list
>>> srun: MPI types are...
>>> srun: mpi/mpich1_shmem
>>> srun: mpi/mpich1_p4
>>> srun: mpi/lam
>>> srun: mpi/openmpi
>>> srun: mpi/none
>>> srun: mpi/mvapich
>>> srun: mpi/mpichmx
>>> srun: mpi/pmi2
>>> srun: mpi/mpichgm
>>>
>>>
>>>>
>>>> When job crashes - is there any error messages in the relevant slurmd.log's or output on the screen?
>>>
>>> on screen —
>>>
>>> [snode4][[274,1],24][connect/btl_openib_connect_udcm.c:1448:udcm_wait_for_send_completion] send failed with verbs status 2
>>> [snode4:5175] *** An error occurred in MPI_Bcast
>>> [snode4:5175] *** reported by process [17956865,24]
>>> [snode4:5175] *** on communicator MPI_COMM_WORLD
>>> [snode4:5175] *** MPI_ERR_OTHER: known error not in list
>>> [snode4:5175] *** MPI_ERRORS_ARE_FATAL (processes in this communicator will now abort,
>>> [snode4:5175] *** and potentially your MPI job)
>>> mlx4: local QP operation err (QPN 0005f3, WQE index 40000, vendor syndrome 6c, opcode = 5e)
>>> srun: Job step aborted: Waiting up to 32 seconds for job step to finish.
>>> [snode4][[274,1],31][connect/btl_openib_connect_udcm.c:1448:udcm_wait_for_send_completion] send failed with verbs status 2
>>> slurmstepd: error: *** STEP 274.0 ON snode1 CANCELLED AT 2017-12-07T12:55:46 ***
>>> [snode4:5182] *** An error occurred in MPI_Bcast
>>> [snode4:5182] *** reported by process [17956865,31]
>>> [snode4:5182] *** on communicator MPI_COMM_WORLD
>>> [snode4:5182] *** MPI_ERR_OTHER: known error not in list
>>> [snode4:5182] *** MPI_ERRORS_ARE_FATAL (processes in this communicator will now abort,
>>> [snode4:5182] *** and potentially your MPI job)
>>> mlx4: local QP operation err (QPN 0005f7, WQE index 40000, vendor syndrome 6c, opcode = 5e)
>>> [snode4][[274,1],27][connect/btl_openib_connect_udcm.c:1448:udcm_wait_for_send_completion] send failed with verbs status 2
>>> [snode4:5178] *** An error occurred in MPI_Bcast
>>> [snode4:5178] *** reported by process [17956865,27]
>>> [snode4:5178] *** on communicator MPI_COMM_WORLD
>>> [snode4:5178] *** MPI_ERR_OTHER: known error not in list
>>> [snode4:5178] *** MPI_ERRORS_ARE_FATAL (processes in this communicator will now abort,
>>> [snode4:5178] *** and potentially your MPI job)
>>> mlx4: local QP operation err (QPN 0005fa, WQE index 40000, vendor syndrome 6c, opcode = 5e)
>>> srun: error: snode4: tasks 24,31: Exited with exit code 16
>>> srun: error: snode4: tasks 25-30: Killed
>>> srun: error: snode5: tasks 32-39: Killed
>>> srun: error: snode3: tasks 16-23: Killed
>>> srun: error: snode8: tasks 56-63: Killed
>>> srun: error: snode7: tasks 48-55: Killed
>>> srun: error: snode1: tasks 0-7: Killed
>>> srun: error: snode2: tasks 8-15: Killed
>>> srun: error: snode6: tasks 40-47: Killed
>>>
>>> Nothing striking in the slurmd log
>>>
>>>
>>>>
>>>> 2017-12-07 9:49 GMT-08:00 Artem Polyakov <artpol84 at gmail.com <mailto:artpol84 at gmail.com>>:
>>>> Hello,
>>>>
>>>> what is the value of MpiDefault option in your Slurm configuration file?
>>>>
>>>> 2017-12-07 9:37 GMT-08:00 Glenn (Gedaliah) Wolosh <gwolosh at njit.edu <mailto:gwolosh at njit.edu>>:
>>>> Hello
>>>>
>>>> This is using Slurm version - 17.02.6 running on Scientific Linux release 7.4 (Nitrogen)
>>>>
>>>> [gwolosh at p-slogin bin]$ module li
>>>>
>>>> Currently Loaded Modules:
>>>> 1) GCCcore/.5.4.0 (H) 2) binutils/.2.26 (H) 3) GCC/5.4.0-2.26 4) numactl/2.0.11 5) hwloc/1.11.3 6) OpenMPI/1.10.3
>>>>
>>>> If I run
>>>>
>>>> srun --nodes=8 --ntasks-per-node=8 --ntasks=64 ./ep.C.64
>>>>
>>>> It runs successfuly but I get a message —
>>>>
>>>> PMI2 initialized but returned bad values for size/rank/jobid.
>>>> This is symptomatic of either a failure to use the
>>>> "--mpi=pmi2" flag in SLURM, or a borked PMI2 installation.
>>>> If running under SLURM, try adding "-mpi=pmi2" to your
>>>> srun command line. If that doesn't work, or if you are
>>>> not running under SLURM, try removing or renaming the
>>>> pmi2.h header file so PMI2 support will not automatically
>>>> be built, reconfigure and build OMPI, and then try again
>>>> with only PMI1 support enabled.
>>>>
>>>> If I run
>>>>
>>>> srun --nodes=8 --ntasks-per-node=8 --ntasks=64 —mpi=pmi2 ./ep.C.64
>>>>
>>>> The job crashes
>>>>
>>>> If I run via sbatch —
>>>>
>>>> #!/bin/bash
>>>> # Job name:
>>>> #SBATCH --job-name=nas_bench
>>>> #SBATCH --nodes=8
>>>> #SBATCH --ntasks=64
>>>> #SBATCH --ntasks-per-node=8
>>>> #SBATCH --time=48:00:00
>>>> #SBATCH --output=nas.out.1
>>>> #
>>>> ## Command(s) to run (example):
>>>> module use $HOME/easybuild/modules/all/Core
>>>> module load GCC/5.4.0-2.26 OpenMPI/1.10.3
>>>> mpirun -np 64 ./ep.C.64
>>>>
>>>> the job crashes
>>>>
>>>> Using easybuild, these are my config options for ompi —
>>>>
>>>> configopts = '--with-threads=posix --enable-shared --enable-mpi-thread-multiple --with-verbs '
>>>> configopts += '--enable-mpirun-prefix-by-default ' # suppress failure modes in relation to mpirun path
>>>> configopts += '--with-hwloc=$EBROOTHWLOC ' # hwloc support
>>>> configopts += '--disable-dlopen ' # statically link component, don't do dynamic loading
>>>> configopts += '--with-slurm --with-pmi ‘
>>>>
>>>> And finally —
>>>>
>>>> $ ldd /opt/local/easybuild/software/Compiler/GCC/5.4.0-2.26/OpenMPI/1.10.3/bin/orterun | grep pmi
>>>> libpmi.so.0 => /usr/lib64/libpmi.so.0 (0x00007f0129d6d000)
>>>> libpmi2.so.0 => /usr/lib64/libpmi2.so.0 (0x00007f0129b51000)
>>>>
>>>> $ ompi_info | grep pmi
>>>> MCA db: pmi (MCA v2.0.0, API v1.0.0, Component v1.10.3)
>>>> MCA ess: pmi (MCA v2.0.0, API v3.0.0, Component v1.10.3)
>>>> MCA grpcomm: pmi (MCA v2.0.0, API v2.0.0, Component v1.10.3)
>>>> MCA pubsub: pmi (MCA v2.0.0, API v2.0.0, Component v1.10.3)
>>>>
>>>>
>>>> Any suggestions?
>>>> _______________
>>>> Gedaliah Wolosh
>>>> IST Academic and Research Computing Systems (ARCS)
>>>> NJIT
>>>> GITC 2203
>>>> 973 596 5437 <tel:(973)%20596-5437>
>>>> gwolosh at njit.edu <mailto:gwolosh at njit.edu>
>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> С Уважением, Поляков Артем Юрьевич
>>>> Best regards, Artem Y. Polyakov
>>>>
>>>>
>>>>
>>>> --
>>>> С Уважением, Поляков Артем Юрьевич
>>>> Best regards, Artem Y. Polyakov
>>>
>>>
>>>
>>>
>>> --
>>> С Уважением, Поляков Артем Юрьевич
>>> Best regards, Artem Y. Polyakov
>>
>> --
>> ----- Best regards, Artem Polyakov (Mobile mail)
>
>
>
>
> --
> С Уважением, Поляков Артем Юрьевич
> Best regards, Artem Y. Polyakov
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