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Add gpu monitoring #93

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SandersAaronD opened this issue Aug 21, 2024 · 0 comments
Open

Add gpu monitoring #93

SandersAaronD opened this issue Aug 21, 2024 · 0 comments

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@SandersAaronD
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Have the python exporter push gpu metrics upstream to mimir.

We can use imports from the (nvidia-maintained DCGM exporter)[https://github.com/NVIDIA/dcgm-exporter/tree/main] as appropriate but that is not necessary at this stage. The DCGM exporter is, among other things, fundamentally designed to be deployed into a cluster, and parts of its design may not work well for our use case without substantial work.

As a fallback implementation, we can run
nvidia-smi pmon
or
nvidia-smi dmon

to get good metrics for both processes and devices, respectively, and parse those out into prometheus metrics.

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