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Hi Folks, Is It Possible To Use An Aws P3 Instance (Which As Several Gpus) With One Agent Per Gpu, All Controlled Through Clearml Aws Autoscheduler? So Clearml Aws Autoscheduler Would Know In Advance How Much Agents To Start In The Instances (Can Be An Op


JitteryCoyote63 Hmmm in theory, yes.
In practice you need to change this line:
https://github.com/allegroai/clearml/blob/fbbae0b8bc933fbbb9811faeabb9b6d9a0ea8d97/clearml/automation/aws_auto_scaler.py#L78
` python -m clearml_agent --config-file '/root/clearml.conf' daemon --queue '{queue}' {docker} --gpus 0 --detached

python -m clearml_agent --config-file '/root/clearml.conf' daemon --queue '{queue}' {docker} --gpus 1 --detached

python -m clearml_agent --config-file '/root/clearml.conf' daemon --queue '{queue}' {docker} --gpus 2 --detached

...

python -m clearml_agent --config-file '/root/clearml.conf' daemon --queue '{queue}' {docker} --gpus 7 Notice the last line should not have --docker `
I also think we need to make sure we monitor all agents (this is important as this is the trigger to spin down the instance)

  
  
Posted 3 years ago
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3 years ago
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