Zenml update staging and update karpenter to enable training on gpu resources#130
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dakotabenjamin wants to merge 4 commits intomainfrom
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Zenml update staging and update karpenter to enable training on gpu resources#130dakotabenjamin wants to merge 4 commits intomainfrom
dakotabenjamin wants to merge 4 commits intomainfrom
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@spwoodcock didn't realize karpenter was already in use! I'll revise. |
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Sorry I fixed up karpenter cpu deploy / policy attachment, putting this out of sync 😅 Needs a resolve |
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Oh ffs it failed: https://github.com/hotosm/k8s-infra/actions/runs/25458268272/job/74693442224 Too late for me - will come back to it later |
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Alright, round two - here we go! |
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I fixed the merge conflict 👍 |
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Made some tweaks to the AMIs (plus CPU done in previous commit), ensuring all the current Kubernetes versions match 🤞 I also added Nvidia Device Plugin, which is required for adding labels to pods and expecting them to run on GPU nodes. |
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Describe this PR
Screenshots
We were seeing this when attempting to deploy the training pipeline:
