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Hi Guys, I Am Trying To Upload And Serve A Pre-Existing 3-Rdparty Pytorch Model Inside My Clearml Cluster. However, After Proceeding With The Suggested Sequence Of Operations By Official Docs And Later Even Gpt O3, I Am Having Errors Which I Cannot Solve.


Hi, AgitatedDove14 , host OS is Ubuntu, I connect there via ssh.

The docker compose is of version 2 (the one that uses "docker compose" instead of older "docker-compose").

I did not pass anything to or from docker manually, only used the commands according to the official guide for clearml-serving:

pip install clearml-serving

clearml-serving create --name deeplog-inference-test --project LogSentinel

git clone 


nano .env # here I added my ClearML URLs and credentials 

docker compose -f --env-file .env clearml-serving-triton-gpu.yml up -d

clearml-serving model add     --endpoint deepl_query     --engine triton     --model-id 8df30222595543d3a3ac55c9e5e2fb15     --input-size 7 1     --input-type float32     --output-size 6     --output-type float32 --input-name layer_0 --output-name layer_99

The only thing I ever did to clearml-serving dockers afterwards was docker compose down and up again.
Also, I did also accidentally create multiple services via clearml-serving create --name <> --project <> , and cannot get rid of them.
And they point to either the wrong model or to no model at all, as I have only one model seen via clearml-serving model list - and that is a model created by my command above, and in webui they point to nothing or to extremely old another model file...

  
  
Posted one month ago
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one month ago
one month ago