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Does this rely on local GPU compute on the database server? or can it integrate with cloud based or external GPU servers?
by zmmmmm 4y ago
Does this rely on local GPU compute on the database server? or can it integrate with cloud based or external GPU servers?
- jarulraj 4y agoYes, EVA works out of the box on an AWS server with GPU [1]. [1] https://aws.amazon.com/nvidia/ https://aws.amazon.com/nvidia/
- zmmmmm 4y agothanks, that's great! I guess though I was curious if the GPU has to be on the server itself, or if it's able to harness a remote GPU. Since the database server is likely to be long running it will be expensive to rent GPU enabled hardware for all the time it is on line.
- jarulraj 4y agoThanks for the clarification. EVA currently does not support remote GPUs. Our ongoing integration [1] of the Ray distributed compute framework [2] into EVA will soon allow us to support remote GPUs. We would love to jointly explore how to best support remote GPUs. Please consider opening an issue with more details on your use case. [1] https://github.com/georgia-tech-db/eva/blob/master/eva/experimental/ray/executor/exchange_executor.py https://github.com/georgia-tech-db/eva/blob/master/eva/exper... [2] https://docs.ray.io/en/latest/cluster/vms/getting-started.html#vm-cluster-quick-start https://docs.ray.io/en/latest/cluster/vms/getting-started.ht...