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Currently the clearml tasks submitted to a queue gets executed sequentially in a FIFO mode. Is there any way to make the agent run some of this concurrently assuming there is enough resources available in the node or it can autoscale ?

  
  
Posted 11 months ago
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ObedientToad56
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In that case, if you do not require a GPU you can use the agent in services mode (running several tasks in parallel). Otherwise scaling solution are using the AWS autoscaler, or deploying several agents, or using a k8s cluster

  
  
Posted 11 months ago
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SuccessfulKoala55
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Hi @<1523704207914307584:profile|ObedientToad56> , where is the agent deployed in this scenario? a single machine? a k8s cluster?

  
  
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SuccessfulKoala55
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@<1523701087100473344:profile|SuccessfulKoala55> , it's on a single machine.

  
  
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ObedientToad56
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