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Answered
Hello Everyone! Do You Know How To Run Several Agents Simultaneously On The Same Pc? I Launched The First One And If I Try To Run The Second One I Get:

Hello everyone! Do you know how to run several agents simultaneously on the same PC? I launched the first one and if I try to run the second one I get:
clearml_agent: ERROR: Instance with the same WORKER_ID [agent_name:gpu0] is already running

  
  
Posted 2 years ago
Votes Newest

Answers 5


Thank you for your response. It works. I want to run several workers simultaneously on the same GPU, because I have to train several, relatively simple and small, neural networks. It would be faster to train several of them at the same time on the same GPU, rather than do it consequently.

  
  
Posted 2 years ago

ExcitedSeaurchin87 , I think you can differentiate them by using different worker names. Try using the following environment variable when running the command: CLEARML_WORKER_NAME

I wonder, why do you want to run multiple workers on the same GPU?

  
  
Posted 2 years ago

Yes, I would like to run several agents on the same GPU. I use command python -m clearml_agent daemon --queue default queue_name --docker --gpus 0 --detached

  
  
Posted 2 years ago

Hi ExcitedSeaurchin87 ,

How are you trying to run the agents? Also, are you trying to run multiple agents on the same GPU?

  
  
Posted 2 years ago

Makes perfect sense, just careful not to run out of memory or it'll crash everything 😛

  
  
Posted 2 years ago