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When Using The Clearml Agent, Is It Possible To Let The Agent Decide If It Should Schedule A Pod On A Cpu Or Gpu? Using The K8S Glue It Would Have To Have:

When using the ClearML agent, is it possible to let the agent decide if it should schedule a pod on a CPU or GPU? Using the k8s glue it would have to have:

tolerations: - key: nvidia.com/gpu value: present effect: NoSchedule
Otherwise k8s won't be able to auto schedule a gpu node while adding this by default would most likely schedule a GPU even if it's not needed

  
  
Posted 3 years ago
Votes Newest

Answers 3


Then you pass the tolerations definition through a different pod template?

Yup.

  
  
Posted 3 years ago

That's a cool idea. Then you pass the tolerations definition through a different pod template?

  
  
Posted 3 years ago

I'm using this feature, in this case i would create 2 agents, one with cpu only queue and the other with gpu queue. And then at the code level decide with queue to send to.

  
  
Posted 3 years ago