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Hello, A Question On Using The Aws Autoscaler App In The Saas – Can A Custom Iam Role Be Used For Launching The Machines? I’M Looking At Giving Custom Permissions To The Machine For Checking Out Secrets / Code / Etc.


Hi SparklingHedgehong28 , ClearML enqueues jobs/tasks to queues simply according to your request - when you enqueue using the UI, or from code. Any agent monitoring a queue (or more than one queue) can pull work from that queue (agents monitoring more than one queue use a round-robin scheme). In general, an agent will pull and run one job at a time. Multiple agents running on a single machine (each with a different GPU assignment) will pull and run one job at a time each.
An exception to this is the agent services mode, which is designed to spin several jobs in parallel - this mode is used in agents running CPU-only tasks that require low resources (the default services agent running as part of the server deployment is such an example)
An exception to this is the agen

  
  
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