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Hello Everyone, We Have Clearml (Free Version) Deployed On Gke. We Are Using Agents To Work With Gpu Nodes On The Gke. When We Start A Task On Gpu Worker, The Scalars Show'S That The Task Is Trying To Use The Entire Gpu'S On The Node (We Have 8 ) Even Th

Hello everyone,
We have ClearML (free version) deployed on GKE.
We are using agents to work with GPU nodes on the GKE.

When we start a task on GPU worker, the scalars show's that the task is trying to use the entire GPU's on the node (we have 8 ) even though we limit the worker to use only 1 gpu at the time so we can have 8 runs in parallel.

Is there any resource or config we need to set in order to inform ClearML that it should only refer to the GPU's the worker has requested?

  
  
Posted 2 months ago
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Answers 2


not sure about that in special, but take a look at the doc config: None
sometimes is difficult to understand the priority of the configs ( ENV_CONFIG, server yml, agent yml, etc.. ) because you can set a config by the agent config but the ENV is overwriting the config.

  
  
Posted 2 months ago

It was related to the deployment having privileged permission enabled, after disabling it was fine.

Thanks

  
  
Posted 2 months ago
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2 months ago
2 months ago
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