[slurm-users] Getting multiple steps to run out of interactive allocation with MPI processes.
Snedden, Ali
Ali.Snedden at nationwidechildrens.org
Tue Apr 21 18:01:08 UTC 2020
Hello,
I am running SLURM 17.11 have a user who has a complicated workflow. The user wants 250 cores for 2 weeks to do some work semi-interactively. I'm not going to give the user a reservation to do this work, because the whole point of having a scheduler is to minimize human intervention in job scheduling.
The code uses MPI (openmpi-1.8 with gcc-4.9.2). The process that I originally envisioned was to allocate an interactive job, a new shell gets spawned and then run `mpirun`, with SLURM dispatching the work to allocation.
i.e.
```
[headnode01] $ salloc --ntasks=2 --nodes=2
(SLURM grants allocation on node[01,02] and new shell spawns)
[headnode01] $ mpirun -np 2 ./executable # SLURM dispatches work to node[01,02]
```
This doesn't work in the user's situation. Their workflow involves having master job that automatically spawns daughter MPI jobs (using 5 cores per job, for a total of 50 jobs) that get dispatched using `sbatch`. It would be impractical to have manage 50 interactive shells.
I was imagining doing something like the following :
1. Get interactive allocation using `salloc`
2. Submitting a batch job, that within it uses `srun --jobid=XXXX` to use the resources allocated in step 1.
I created a simple code, `tmp.c`, to test this process.
`tmp.c`:
```
#include <unistd.h>
#include <stdio.h>
#include <stdlib.h>
#include <mpi.h>
int main(int argc, char * argv[])
{
int taskID = -1;
int ntasks = -1;
int nSteps = 100; // Number of times to do the integration
int step = 0; // Current step
char hostname[250];
hostname[249]='\0';
/* MPI Initializations */
MPI_Init(&argc, &argv);
MPI_Comm_rank(MPI_COMM_WORLD, &taskID);
MPI_Comm_size(MPI_COMM_WORLD, &ntasks);
gethostname(hostname, 1023);
printf("Hello from Task %i on %s\n", taskID,hostname);
/* Master Loop */
for(step=0; step<nSteps; step++){
printf("%i : task %i hostname %s\n", step, taskID, hostname);
usleep(1000000);
fflush(stdout);
MPI_Barrier(MPI_COMM_WORLD); // Ensure every task completes
}
MPI_Finalize();
return 0;
}
```
I compile, I allocate resources and then I try to use `srun` to utilize those resources.
i.e.
```
[headnode01] $ mpicc tmp.c -o tmp
[headnode01] $ salloc --ntasks=3 --nodes=3
(SLURM grants allocation on node[14-16] and new shell spawns)
[headnode01] $ srun --jobid=XXXX --ntasks=1 --pty ./tmp # Done from a different shell, not the new shell...
Hello World from Task 0 on node14.cluster
0 : task 0 hostname node14.cluster
1 : task 0 hostname node14.cluster
2 : task 0 hostname node14.cluster
```
Ok, this is expected. 1 MPI task running on 1 node with 1 core. If I do
```
[headnode01] $ srun --jobid=XXXX --ntasks=2 --pty ./tmp # Done from a different shell, not the new shell...
Hello World from Task 0 on node14.cluster
0 : task 0 hostname node14.cluster
1 : task 0 hostname node14.cluster
2 : task 0 hostname node14.cluster
```
This is unexpected. I would expect task 0 and task 1 to be on node[14,15] because I have 3 cores/tasks allocated across 3 nodes. Instead, if I look at node[14,15] I see that both nodes have a process `tmp` running, but I only catch the stdout from node14. Why is that?
If I try instead, excluding --pty
```
srun --jobid=2440814 --ntasks=2 --mpi=openmpi ./tmp
Hello from Task 0 on node14.cluster
0 : task 0 hostname node14.cluster
Hello from Task 0 on node15.cluster
0 : task 0 hostname node15.cluster
1 : task 0 hostname node14.cluster
1 : task 0 hostname node15.cluster
```
This is also not what I want. I don't want two separate instances of `tmp` running on two separate nodes. I want the program `tmp` to utilize two cores on two different nodes. I'd instead expect the output to be :
```
Hello from Task 0 on node14.cluster
0 : task 0 hostname node14.cluster
Hello from Task 1 on node15.cluster
0 : task 1 hostname node15.cluster
1 : task 0 hostname node14.cluster
1 : task 1 hostname node15.cluster
```
I can achieve the above expected output if I run
```
sbatch --ntasks=2 --nodes=2 --wrap="mpirun -np 2 ./tmp"
```
but I'd like to do this interactively.
QUESTION:
How do I create an allocation and then utilize parts and pieces of that single allocation using `srun` with MPI processes? I'd like for an MPI process being run via `srun` to be able to utilize multiple cores spread across multiple nodes.
Best,
======================================
Ali Snedden, Ph.D.
HPC Scientific Programmer
The High Performance Computing Facility
Nationwide Children’s Hospital Research Institute
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