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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?

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
Votes Newest

Answers 6


can i run it on an agent that doesn't have gpu?

  
  
Posted 2 years ago

how do i run it without the file? for i have no gpu, or config the file so that the clearml will not throw the error

  
  
Posted 2 years ago

when i run clearml-serving it throughs me an error "please provide specific config.pbtxt definion"

  
  
Posted 2 years ago

and where to put the file?

  
  
Posted 2 years ago

can i run it on an agent that doesn't have gpu?

Sure this is fully supported

when i run clearml-serving it throughs me an error "please provide specific config.pbtxt definion"

Yes this is a small file that tells the Triton server how load the model:
Here is an example:
https://github.com/triton-inference-server/server/blob/main/docs/examples/model_repository/inception_graphdef/config.pbtxt

  
  
Posted 2 years ago

Assuming this is a followup on:
https://clearml.slack.com/archives/CTK20V944/p1626184974199700?thread_ts=1625407069.458400&cid=CTK20V944

This depends on how you set it with the clearml-serving --endpoint my_model_entry
curl <serving-engine-ip>:8000/v2/models/my_model_entry/versions/1

  
  
Posted 2 years ago
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