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Hi Clearml Team! Im Exploring The Option To Install Clearml On Kubernetes And Take Advantage Of More Features Clearml Offer And I Have Few Questions:

Hi ClearML team!

Im exploring the option to install ClearML on Kubernetes and take advantage of more features ClearML offer and i have few questions:
Do i need anything special when setting up a new Kubernetes cluster? specific supported Kubernetes version? any special add-ons need to install (for example ingress controller, NVIDIA device plugin, etc..) Do you support external database for ClearML helm chart? i would like to setup a dedicated AWS RDS instance for ClearML. How can i migrate all current experiments to the new instance (installed on Kubernetes via Helm)? Do i need to prepare an AMI for the Kubernetes nodes? including all relevant Nvidia drivers? How stable is ClearML on Kubernetes?
Thanks!

  
  
Posted 2 years ago
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SharpSeal87
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Hi CostlyOstrich36 ,Thanks for your response!

Indeed, iā€™m planning to use the agents in order to utilize the agent & queues capabilities.
The helm chart is missing a lot of information, so i guess i will need to dig a bit more in order to understand the full configuration of this chart.

As for the usage of ClearML on Kubernetes, do you know if the ClearML operator installs all the relevant Nvidia drivers on the nodes? or should i take care of it as part of the nodes AMI?

  
  
Posted 2 years ago
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SharpSeal87
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Hi SharpSeal87 ,

Please check the following docs for Kubernetes šŸ™‚
https://clear.ml/docs/latest/docs/deploying_clearml/clearml_server_kubernetes_helm/
I would suggest moving each database separately and very carefully and set it in parallel with working server. It is very easy to make mistakes and end up with an empty database

Also, were you looking to use your agents on K8s or only the ClearML server?

  
  
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CostlyOstrich36
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Hi SharpSeal87 , the ClearML Helm chart will not configure or install anything on the nodes

  
  
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SuccessfulKoala55
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