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Is There A Way To Configure A Clearml-Agent So That It Shutdown The Server After It Has Been Idle For A Certain Time Period? We Are Using Gpu Resources From A Provider That Autoscaling Doesn'T Support (Such As Sagemaker Training Jobs).


Glad to see it works (thanks for sharing @<1632913939241111552:profile|HighRaccoon77> ).
I have a question on Dynamic GPU allocation , disregarding any autoscaling considerations:
Let’s say we spin up a clearML agent on an 8 GPU instance (via a launcher script as @<1632913939241111552:profile|HighRaccoon77> is doing), with --dynamic-gpus enabled, catering to 2 gpu queue and a 4 gpu queue. The agent pulls in a new task that only requires 2 GPU’s, and while that task is ongoing, a new task that requires 4 GPU’s is placed in the 4 GPU queue. Does the agent need to complete the 2 GPU first task before launching the 4 GPU task? Or can they run concurrently? @<1523701070390366208:profile|CostlyOstrich36>

  
  
Posted one year ago
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one year ago
one year ago