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Answered
Is It Possible To Have 

Is it possible to have  clearml  launch aws instances to run  clearml-agent  , execute jobs and then shutdown after the jobs have been completed?

I have two relevant use cases.
I have two tasks (experiments) in a queue that need to run on two different machines. I can launch two EC2 instances with  clearml-agent  running on them and execute one task each. Since running a GPU instance is expensive, I only want to launch an instance when I execute a task and not have any idle time.
Is it possible to automate the above workflows with clearml-agent ? Otherwise, I'll have to create a separate process to manage these resources.

  
  
Posted 2 years ago
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Answers 2


Yes, this is what I'm looking for. Excellent! Thank you!

  
  
Posted 2 years ago

I'm assuming your are looking for the AWS autoscaler, spinning EC2 instances up/down and running daemons on them.
https://github.com/allegroai/clearml/blob/master/examples/services/aws-autoscaler/aws_autoscaler.py

https://clear.ml/docs/latest/docs/guides/services/aws_autoscaler

  
  
Posted 2 years ago
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2 Answers
2 years ago
one year ago
Tags
aws