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HighRaccoon77
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2 Questions, 7 Answers
  Active since 08 November 2023
  Last activity one year ago

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7 × Eureka!
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Can Clearml Agent Launch An Experiment Using Parallel Training Launchers Such As Deepspeed And Accelerate?
Can clearml agent launch an experiment using parallel training launchers such as deepspeed and accelerate?
one year ago
0 Votes
20 Answers
880 Views
0 Votes 20 Answers 880 Views
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).
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 ...
one year ago
0 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).

Thanks!

one year ago
0 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).

sagemaker runs a train.sh script I provide. I just put clearml-agent commands in that script.

one year ago
0 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).

EC2 is indeed cheaper than Sagemaker tho, and it's supported by autoscaler.

one year ago
0 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).

Sure. Let me take a look at it.

one year ago
0 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).

It would be the best if autoscaler can support Sagemaker and a few other providers that have better on-demand GPU supplies.

one year ago
0 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).

It's more difficult to get p4de quota / capacity from EC2 than Sagemaker.

one year ago
0 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).

The machine should shutdown automatically once clearml-agent exits.

one year ago