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Hi, Can I Use Clearml As A Tool For Deploying Models In A Private Network? Did Not Manage To Understnd From The Docs.

hi, can i use clearml as a tool for deploying models in a private network? did not manage to understnd from the docs.

  
  
Posted 2 years ago
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Answers 7


does the clearml server is a worker i can serve on models?

The serving is done by one of the clearml-agents.
Basically you spin an agent, then this agent is spinning the model serving engine container (fully managed).
(1) install run run clearml-agent (2) run clearml-session CLI to configure and spin the serving engine

  
  
Posted 2 years ago

ok i have managed to deploy model by thr clearml-serving, now they are runing on the docker container engine (that doesn't have GPU in it) , what is the entrypoints to the model in order to get predictions?

  
  
Posted 2 years ago

Hi EcstaticPelican93
Sure, the model deployment itself (i.e. the serving engine) can be executed on any private network (basically like any other agent)
make sense ?

  
  
Posted 2 years ago

i run it on docker and right now only exposing it by -p 8080:8000

  
  
Posted 2 years ago

does the clearml server is a worker i can serve on models?

  
  
Posted 2 years ago

and what ports does it use?

  
  
Posted 2 years ago

yes!!

  
  
Posted 2 years ago
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