Docker image based on gtomscs/hpc with OpenMPI 1.6.5 and added mpiP 3.4.1 for profiling support.
Read more about mpiP here.
To build and tag the image:
git clone <this-repo-url>
cd hpc-mpip
docker build -t hpc:mpip .
To run locally.
Example of running locally with enabled volume in Windows (assumes C: drive is configured for sharing in docker settings)
docker run -it --entrypoint=/bin/bash -v c:/users/parkerm/oms-hpc-labs:/hpc hpc:mpip
root@f6f0fa466bc7:/# cd /hpc
root@f6f0fa466bc7:/hpc# ls -lha
total 14K
drwxrwxrwx 2 root root 4.0K Mar 20 03:18 .
drwxr-xr-x 1 root root 4.0K Mar 23 19:52 ..
-rwxr-xr-x 1 root root 1.3K Mar 11 09:32 Vagrantfile
drwxrwxrwx 2 root root 0 Mar 20 03:18 lab0
drwxrwxrwx 2 root root 0 Mar 20 03:18 lab1
drwxrwxrwx 2 root root 0 Mar 20 03:18 lab2
drwxrwxrwx 2 root root 0 Mar 23 20:19 lab3
root@f6f0fa466bc7:/hpc#
To enable mpiP profiling on mpirun commands, link the following libraries while compiling with mpicc.
-L/usr/local/tools/mpiP/lib -lmpiP -lm -lbfd -liberty -lunwind
root@f6f0fa466bc7:/hpc/lab3# make clean && make COLLECTIVE=reduce IMPL=tree driver && mpirun -np 8 ./driver
rm -f *.o driver
mpicc -std=c99 -O2 -g -Wall -DDRIVEREDUCE -o driver driver.c reduce_tree.c reduce_test.c test_utils.c
#P Bytes Seconds Trials
8 4 1.36346e-06 196608
8 8 1.34588e-06 196608
8 16 1.22203e-06 196608
8 32 1.15614e-06 196608
...
8 268435456 1.12447 3
root@f6f0fa466bc7:/hpc/lab3#
root@f6f0fa466bc7:/hpc/lab3# make clean && make COLLECTIVE=reduce IMPL=tree driver && mpirun -np 8 ./driver
rm -f *.o driver
mpicc -std=c99 -O2 -g -Wall -DDRIVEREDUCE -o driver driver.c reduce_tree.c reduce_test.c test_utils.c -L/usr/local/tools/mpiP/lib -lmpiP -lm -lbfd -liberty -lunwind
mpiP:
mpiP: mpiP: mpiP V3.4.1 (Build Mar 22 2019/05:11:21)
mpiP: Direct questions and errors to [email protected]
mpiP:
#P Bytes Seconds Trials
8 4 1.67817e-05 12288
8 8 1.66444e-05 12288
8 16 1.69306e-05 12288
8 32 1.68455e-05 12288
...
8 268435456 0.971793 3
mpiP:
mpiP: Storing mpiP output in [./driver.8.253.1.mpiP].
mpiP:
root@f6f0fa466bc7:/hpc/lab3#
Profiling results:
root@f6f0fa466bc7:/hpc/lab3# cat ./driver.8.253.1.mpiP
@ mpiP
@ Command : ./driver
@ Version : 3.4.1
@ MPIP Build date : Mar 22 2019, 05:11:21
@ Start time : 2019 03 23 20:01:17
@ Stop time : 2019 03 23 20:01:38
@ Timer Used : PMPI_Wtime
@ MPIP env var : [null]
@ Collector Rank : 0
@ Collector PID : 253
@ Final Output Dir : .
@ Report generation : Single collector task
@ MPI Task Assignment : 0 f6f0fa466bc7
@ MPI Task Assignment : 1 f6f0fa466bc7
@ MPI Task Assignment : 2 f6f0fa466bc7
@ MPI Task Assignment : 3 f6f0fa466bc7
@ MPI Task Assignment : 4 f6f0fa466bc7
@ MPI Task Assignment : 5 f6f0fa466bc7
@ MPI Task Assignment : 6 f6f0fa466bc7
@ MPI Task Assignment : 7 f6f0fa466bc7
---------------------------------------------------------------------------
@--- MPI Time (seconds) ---------------------------------------------------
---------------------------------------------------------------------------
Task AppTime MPITime MPI%
0 20.4 9.91 48.52
1 20.4 17.2 84.40
2 20.4 14.2 69.71
3 20.4 16.6 81.63
4 20.4 12.3 60.23
5 20.4 17.2 84.12
6 20.4 14 68.55
7 20.4 16.8 82.41
* 163 118 72.44
---------------------------------------------------------------------------
@--- Callsites: 9 ---------------------------------------------------------
---------------------------------------------------------------------------
ID Lev File/Address Line Parent_Funct MPI_Call
1 0 0x405b76 [unknown] Irecv
2 0 0x405893 [unknown] Allreduce
3 0 0x405e59 [unknown] Allreduce
4 0 0x40586e [unknown] Barrier
5 0 0x405b82 [unknown] Wait
6 0 0x405d80 [unknown] Reduce
7 0 0x40582b [unknown] Barrier
8 0 0x405c12 [unknown] Wait
9 0 0x405c08 [unknown] Isend
---------------------------------------------------------------------------
@--- Aggregate Time (top twenty, descending, milliseconds) ----------------
---------------------------------------------------------------------------
Call Site Time App% MPI% COV
Wait 8 5.4e+04 33.13 45.74 0.32
Barrier 4 2.3e+04 14.11 19.47 0.65
Wait 5 1.58e+04 9.66 13.33 0.56
Reduce 6 7.49e+03 4.59 6.34 0.18
Allreduce 3 6.22e+03 3.82 5.27 0.62
Isend 9 5.87e+03 3.60 4.97 0.03
Irecv 1 5.73e+03 3.51 4.85 0.55
Allreduce 2 21.2 0.01 0.02 0.16
Barrier 7 14.9 0.01 0.01 0.08
---------------------------------------------------------------------------
@--- Aggregate Sent Message Size (top twenty, descending, bytes) ----------
---------------------------------------------------------------------------
Call Site Count Total Avrg Sent%
Isend 9 2444442 5.03e+10 2.06e+04 92.13
Reduce 6 216 4.29e+09 1.99e+07 7.87
Allreduce 2 1976 1.58e+04 8 0.00
Allreduce 3 216 864 4 0.00
---------------------------------------------------------------------------
@--- Callsite Time statistics (all, milliseconds): 62 ---------------------
---------------------------------------------------------------------------
Name Site Rank Count Max Mean Min App% MPI%
Allreduce 2 0 247 0.077 0.013 0.004 0.02 0.03
Allreduce 2 1 247 0.081 0.0118 0.004 0.01 0.02
Allreduce 2 2 247 0.082 0.0122 0.004 0.01 0.02
Allreduce 2 3 247 0.055 0.00932 0.003 0.01 0.01
Allreduce 2 4 247 0.076 0.0116 0.005 0.01 0.02
Allreduce 2 5 247 0.077 0.0101 0.004 0.01 0.01
Allreduce 2 6 247 0.076 0.0103 0.003 0.01 0.02
Allreduce 2 7 247 0.054 0.00769 0.003 0.01 0.01
Allreduce 2 * 1976 0.082 0.0107 0.003 0.01 0.02
Allreduce 3 0 27 0.022 0.009 0.004 0.00 0.00
Allreduce 3 1 27 662 47.6 0.021 6.31 7.47
Allreduce 3 2 27 318 23.2 0.013 3.08 4.42
Allreduce 3 3 27 573 42.7 0.04 5.66 6.93
Allreduce 3 4 27 126 9.66 0.006 1.28 2.13
Allreduce 3 5 27 567 43.6 0.048 5.77 6.86
Allreduce 3 6 27 285 21.9 0.06 2.89 4.22
Allreduce 3 7 27 569 41.9 0.096 5.54 6.72
Allreduce 3 * 216 662 28.8 0.004 3.82 5.27
Barrier 4 0 247 0.024 0.00551 0.003 0.01 0.01
Barrier 4 1 247 433 16.2 0.014 19.63 23.25
Barrier 4 2 247 245 8.91 0.008 10.80 15.49
Barrier 4 3 247 785 18.4 0.018 22.28 27.30
Barrier 4 4 247 98.1 2.45 0.003 2.98 4.94
Barrier 4 5 247 551 16.6 0.015 20.13 23.93
Barrier 4 6 247 334 9.93 0.009 12.02 17.54
Barrier 4 7 247 931 20.7 0.02 25.03 30.37
Barrier 4 * 1976 931 11.6 0.003 14.11 19.47
Barrier 7 0 247 0.205 0.00807 0.003 0.01 0.02
Barrier 7 1 247 0.033 0.00701 0.003 0.01 0.01
Barrier 7 2 247 0.204 0.00773 0.002 0.01 0.01
Barrier 7 3 247 0.07 0.00706 0.003 0.01 0.01
Barrier 7 4 247 0.205 0.00847 0.003 0.01 0.02
Barrier 7 5 247 0.031 0.00689 0.003 0.01 0.01
Barrier 7 6 247 0.201 0.00813 0.003 0.01 0.01
Barrier 7 7 247 0.07 0.00708 0.003 0.01 0.01
Barrier 7 * 1976 0.205 0.00756 0.002 0.01 0.01
Irecv 1 0 1047618 0.277 0.00235 0.001 12.06 24.86
Irecv 1 2 349206 1.13 0.00237 0.001 4.06 5.83
Irecv 1 4 698412 0.237 0.00232 0.001 7.96 13.22
Irecv 1 6 349206 0.059 0.00233 0.001 4.00 5.83
Irecv 1 * 2444442 1.13 0.00234 0.001 3.51 4.85
Isend 9 1 349206 0.189 0.00233 0.001 3.99 4.72
Isend 9 2 349206 0.166 0.00248 0.001 4.26 6.11
Isend 9 3 349206 0.207 0.00233 0.001 3.99 4.89
Isend 9 4 349206 0.464 0.00235 0.001 4.02 6.68
Isend 9 5 349206 0.9 0.00245 0.001 4.20 4.99
Isend 9 6 349206 0.229 0.00245 0.001 4.19 6.12
Isend 9 7 349206 0.171 0.00243 0.001 4.16 5.05
Isend 9 * 2444442 0.9 0.0024 0.001 3.60 4.97
Reduce 6 0 27 281 21 0.005 2.78 5.73
Reduce 6 1 27 539 37.9 0.003 5.03 5.96
Reduce 6 2 27 538 38 0.004 5.03 7.22
Reduce 6 3 27 545 38 0.003 5.03 6.16
Reduce 6 4 27 528 38 0.006 5.03 8.36
Reduce 6 5 27 534 37.1 0.003 4.91 5.84
Reduce 6 6 27 545 37.9 0.004 5.02 7.33
Reduce 6 7 27 438 29.5 0.003 3.90 4.74
Reduce 6 * 216 545 34.7 0.003 4.59 6.34
Wait 5 0 1047618 144 0.00656 0.001 33.65 69.35
Wait 5 2 349206 170 0.00657 0.001 11.26 16.15
Wait 5 4 698412 143 0.00623 0.001 21.35 35.45
Wait 5 6 349206 140 0.00641 0.001 10.98 16.02
Wait 5 * 2444442 170 0.00645 0.001 9.66 13.33
Wait 8 1 349206 912 0.0288 0.001 49.43 58.56
Wait 8 2 349206 520 0.0182 0.001 31.19 44.75
Wait 8 3 349206 734 0.0261 0.001 44.65 54.70
Wait 8 4 349206 214 0.0103 0.001 17.58 29.18
Wait 8 5 349206 778 0.0287 0.001 49.09 58.35
Wait 8 6 349206 403 0.0172 0.001 29.42 42.92
Wait 8 7 349206 576 0.0256 0.001 43.76 53.10
Wait 8 * 2444442 912 0.0221 0.001 33.13 45.74
---------------------------------------------------------------------------
@--- Callsite Message Sent statistics (all, sent bytes) -------------------
---------------------------------------------------------------------------
Name Site Rank Count Max Mean Min Sum
Allreduce 2 0 247 8 8 8 1976
Allreduce 2 1 247 8 8 8 1976
Allreduce 2 2 247 8 8 8 1976
Allreduce 2 3 247 8 8 8 1976
Allreduce 2 4 247 8 8 8 1976
Allreduce 2 5 247 8 8 8 1976
Allreduce 2 6 247 8 8 8 1976
Allreduce 2 7 247 8 8 8 1976
Allreduce 2 * 1976 8 8 8 1.581e+04
Allreduce 3 0 27 4 4 4 108
Allreduce 3 1 27 4 4 4 108
Allreduce 3 2 27 4 4 4 108
Allreduce 3 3 27 4 4 4 108
Allreduce 3 4 27 4 4 4 108
Allreduce 3 5 27 4 4 4 108
Allreduce 3 6 27 4 4 4 108
Allreduce 3 7 27 4 4 4 108
Allreduce 3 * 216 4 4 4 864
Isend 9 1 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 2 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 3 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 4 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 5 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 6 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 7 349206 2.684e+08 2.056e+04 4 7.181e+09
Isend 9 * 2444442 2.684e+08 2.056e+04 4 5.026e+10
Reduce 6 0 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 1 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 2 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 3 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 4 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 5 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 6 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 7 27 2.684e+08 1.988e+07 4 5.369e+08
Reduce 6 * 216 2.684e+08 1.988e+07 4 4.295e+09
---------------------------------------------------------------------------
@--- End of Report --------------------------------------------------------
---------------------------------------------------------------------------
root@f6f0fa466bc7:/hpc/lab3#
Why do I see the following output when running stuff in this docker image?
Unexpected end of /proc/mounts line ... [MPI/docker noise]
Unexpected end of /proc/mounts line ... [MPI/docker noise]
This is an issue for OpenMPI versions prior to 2.0 printing some warnings/noise on mpirun and can be ignored.