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zak-hassan avatar zak-hassan commented on June 16, 2024

@MichaelClifford and I had a meeting to discuss this. I think we want to revisit the design of this.

Proposed changes:

  1. Have a separate pod for training.
  2. Seperate pod for inference.
  3. We may look into rolling out versions using istio maybe

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MichaelClifford avatar MichaelClifford commented on June 16, 2024

Sounds, good. I just figured since this issues already existed this would be a good spot to track it.

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vpavlin avatar vpavlin commented on June 16, 2024
  • Have a separate pod for training.
  • Seperate pod for inference.

How will these pod share the model? (they cannot do it via PV)

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zak-hassan avatar zak-hassan commented on June 16, 2024

How will these pod share the model? (they cannot do it via PV)

We will utilize s3

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zak-hassan avatar zak-hassan commented on June 16, 2024

This has been setup. Via parameter or env var you can do training separate from inference.

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