I'm testing a simple MPI program on my desktop (Ubuntu LTS 16.04/ Intel® Core™ i3-6100U CPU @ 2.30GHz × 4/ gcc 4.8.5 /OpenMPI 3.0.0) and mpirun won't let me use all of the cores on my machine (4). When I run:
$ mpirun -n 4 ./test2
I get the following error:
--------------------------------------------------------------------------
There are not enough slots available in the system to satisfy the 4 slots
that were requested by the application:
./test2
Either request fewer slots for your application, or make more slots available
for use.
--------------------------------------------------------------------------
But if I run with:
$ mpirun -n 2 ./test2
everything works fine.
I've seen from other answers that I can check the number of processors with
cat /proc/cpuinfo | grep processor | wc -l
and this tells me that I have 4 processors. I'm not interested in oversubscribing, I'd just like to be able to use all my processors. Can anyone help?
Your processor has 4 hyperthreads but only 2 cores (see the specs here).
By default, Open MPI does not run more than one MPI task per core. You can have Open MPI run up to one MPI task per hyperthread with the following option
mpirun --use-hwthread-cpus ...
FWIW
The command you mentioned reports the number of hyperthreads.
A better way to figure out the topology of a machine is via the lstopo
command from the hwloc
package.
MPI tasks are not bound on cores nor threads on OS X, so if you are running on a Mac, the --oversubscribe -np 4
would lead to the same result.
To resolve your problem, you can use the --use-hwthread-cpus
command line arguments for mpirun
, as already pointed out by Gilles Gouaillardet. In this case, Open MPI will treat the thread provided by hyperthreading as the Open MPI processor. Otherwise, it will treat a CPU core as an Open MPI processor, which is the default behavior. When using --use-hwthread-cpus
, it will correctly determine the total number of processors available to you, that is, all processors available on all hosts specified in the Open MPI host file. Therefore, you do not need to specify the "-n" parameter. In addition, when using the --use-hwthread-cpus
command line parameter, Open MPI refers to the threads provided by hyperthreading as "hardware threads". With this technique, you will not oversubscribe, and if some Open MPI processor will run on a virtual machine, it will use the correct number of threads assigned to that virtual machine. And if your processor has more than two threads per core, as a Xeon Phi (Knights Mill, Knights Landing, etc.), it will take all four threads per core as an Open MPI processor.
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