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Answered
Adding

Adding --privileged to docker arguments in agent docker mode
Minor stuff but by default GPUs are passed to container running with this flag (I am on archlinux).
Makes sense to add it to docker run by default if GPUs are mentioned in agent.

And this seem to have a drawback - I wanted to pass a single GPU on a mulitGPU machine with the following agent launch
clearml-agent daemon --gpus 0 --queue default --docker
But docker still sees all GPUs.
And in my case I can not pass GPUs do docker without --privileged flag.

  
  
Posted 2 years ago
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Answers 3


Makes sense to add it to docker run by default if GPUs are mentioned in agent.

I think this is an arch thing, --privileged is not needed on ubuntu flavor, that said you can always have it if you add it here:
https://github.com/allegroai/clearml-agent/blob/178af0dee84e22becb9eec8f81f343b9f2022630/docs/clearml.conf#L149

clearml-agent daemon --gpus 0 --queue default --docker
But docker still sees all GPUs.

Yes --gpus should be enough, are you sure regrading the --privileged flag ?

  
  
Posted 2 years ago

One thing though - I am running agent on behalf of a regular user.

Oh that might be credentials / docker service issue (i.e. the user might not have the ability to rn a docker with --gpus, but as you mentioned,, that seems like an arch thing 🙂 )

  
  
Posted 2 years ago

Yeap. That's an arch thing but in case of arch --gpus is not enough.
One thing though - I am running agent on behalf of a regular user.

  
  
Posted 2 years ago