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Please separate orchestration and execution (Or: Packaging hell is dragging ML)

run.house

8 points by donnygreenberg 2 years ago · 2 comments

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denkov62 2 years ago

Interesting! Is it possible to mix and match GPUs from different providers e.g. AWS, GCP?

  • donnygreenbergOP 2 years ago

    Yes! It's natively supported in the cluster object. You can specify rh.cluster(name="my-a10", instance_type="A10:1", provider="aws"), and gcp, azure, and lambda labs are also supported, and if you leave provider empty it will pick the cheapest one across whichever clouds you have set up locally (e.g. have a ~/.aws/credentials)

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