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Hi Team! Is There A Way To Make Clearml’S Aws Autoscaler And Queues Resource-Aware Please? I.E. If We Can Say, As We Enqueue Our Job, How Much Ram Or Gpu-Ram Or Even Gpus It Needs, Have The Scheduler/Autoscaler Dispatch The Job To Instances That Are Of Th


Hi @<1546665634195050496:profile|SolidGoose91> , when configuring a new autoscaler you can click on '+ Add item' under compute resources and this will allow you to have another resource that is listening to another queue.

You need to set up all the resources to listen to the appropriate queues to enable this allocation of jobs according to resources.

Also in general - I wouldn't suggest having multiple autoscalers/resources listen to the same queue. 1 resource per queue. A good way to manage queues is by giving them relevant names - for example: strong cpu, weak cpu, strong gpu, medium gpu, ... etc

  
  
Posted one year ago
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one year ago
one year ago