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I Recently Upgraded My Clearml Version And Here Are Some Questions That I Have:

I recently upgraded my clearml version and here are some questions that I have:

  • Is there an autoscaler available for Azure ?
  • I'm interested in the clearml-serving functionnalities, would that be suitable for real-time inference on arm64 devices ?
  
  
Posted 27 days ago
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Answers 7


I mean I'm hosting it myself, it's on app.clear.ml

  
  
Posted 27 days ago

What is the address of your server?

  
  
Posted 27 days ago

Thanks for the reply ! I am using the enterprise version, do you have a link to some docs for the autoscaler ? On the orchestration tab I can see AWS and GCP but not Azure. (also, I was previously able to see Clearml GPUs, but it looks like they're not available anymore ?)

  
  
Posted 27 days ago

Then it's the community server, that is not an enterprise version. In the PRO version only AWS/GCP autoscalers are available.

  
  
Posted 27 days ago

also, I see that clearml-serving support pytorch, is there any chance for support for TensorRT ?

  
  
Posted 27 days ago

ah, okay that make sense, I'll look more into the difference between pro / enterprise. Thanks for the info !

  
  
Posted 27 days ago

Hi @<1644147961996775424:profile|HurtStarfish47> , to answer your questions:

  • Is there an autoscaler available for Azure ?I'm afraid not in the self hosted version. An Azure autoscaler is available only in the Scale/Enterprise licenses.
  • I'm interested in the clearml-serving functionnalities, would that be suitable for real-time inference on arm64 devices ?Yes 🙂
  
  
Posted 27 days ago
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27 days ago
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