Collect GPU usage metrics with prometheus#5296
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yuvipanda wants to merge 2 commits into2i2c-org:mainfrom
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Collect GPU usage metrics with prometheus#5296yuvipanda wants to merge 2 commits into2i2c-org:mainfrom
yuvipanda wants to merge 2 commits into2i2c-org:mainfrom
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Merging this PR will trigger the following deployment actions. Support deployments
Staging deploymentsNo staging hub upgrades will be triggered Production deploymentsNo production hub upgrades will be triggered |
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Unfortunately this doesn't work on GCP yet: |
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We can set |
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Required for 2i2c-org#5296 long term.
We use [prometheus node exporter](https://github.com/prometheus/node_exporter), deployed as part of our prometheus chart, to collect metrics about CPU and memory usage. This deploys NVIDIA's [dcgm-exporter](https://github.com/NVIDIA/dcgm-exporter) which collects information about GPU usage. As we work towards more cost monitoring and usage monitoring, collecting this information should allow us to help users get more bang for the buck from their GPU use. Since we only collect information after the exporters are deployed, this starts the information collection process even if it's not directly visible to end users. Works towards https://2i2c.productboard.com/entity-detail/features/30046512, initially requested as part of https://2i2c.freshdesk.com/a/tickets/2545.
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We use prometheus node exporter, deployed as part of our prometheus chart, to collect metrics about CPU and memory usage.
This deploys NVIDIA's dcgm-exporter which collects information about GPU usage.
As we work towards more cost monitoring and usage monitoring, collecting this information should allow us to help users get more bang for the buck from their GPU use. Since we only collect information after the exporters are deployed, this starts the information collection process even if it's not directly visible to end users.
Works towards https://2i2c.productboard.com/entity-detail/features/30046512, initially requested as part of https://2i2c.freshdesk.com/a/tickets/2545.