[slurm-users] NVIDIA MIG question
laurence.field at cern.ch
Tue Nov 15 21:32:50 UTC 2022
Yes, those questions make sense. From what I understand, MIG should
essentially split the GPU so that they behave as separate cards. Hence
two different users should be able to use two different MIG instances at
the same time and also a single job could use all 14 instances. The
result you observed suggests that MIG is a feature of the driver i.e
lspci shows one device but nvidia-smi shows 7 devices.
I haven't played around with this myself in slurm but would be
interested to know the answers.
On 15/11/2022 17:46, Groner, Rob wrote:
> We have successfully used the nvidia-smi tool to take the 2 A100's in
> a node and split them into multiple GPU devices. In one case, we
> split the 2 GPUS into 7 MIG devices each, so 14 in that node total,
> and in the other case, we split the 2 GPUs into 2 MIG devices each, so
> 4 total in the node.
> From our limited testing so far, and from the "sinfo" output, it
> appears that slurm might be considering all of the MIG devices on the
> node to be in the same socket (even though the MIG devices come from
> two separate graphics cards in the node). The sinfo output says (S:0)
> after the 14 devices are shown, indicating they're in socket 0. That
> seems to be preventing 2 different users from using MIG devices at the
> same time. Am I wrong that having 14 MIG gres devices show up in
> slurm should mean that, in theory, 14 different users could use one at
> the same time?
> Even IF that doesn't work....if I have 14 devices spread across 2
> physical GPU cards, can one user utilize all 14 for a single job? I
> would hope that slurm would treat each of the MIG devices as its own
> separate card, which would mean 14 different jobs could run at the
> same time using their own particular MIG, right?
> Do those questions make sense to anyone? 🙂
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