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Answered
Hello Clearml Community! I Have A Question Regarding Batch Inference Using A Base Docker Image In Clearml. I Have A Docker Image That Is Configured With The Necessary Environment And Code For The Task At Hand. My Goal Is To Generate And Enqueue A Task Uti

Hello ClearML community!
I have a question regarding batch inference using a base Docker image in ClearML. I have a Docker image that is configured with the necessary environment and code for the task at hand. My goal is to generate and enqueue a task utilizing this base image. However, it appears challenging to accomplish this without configuring the SOURCE CODE section (such as a git repository). I would like to avoid inspecting INSTALLED PACKAGES, as it is unnecessary for my prepared Docker container and seems to impede the task's startup speed.
Is there a way to achieve my inference task solely by utilizing the base image?
I appreciate your help in advance!

  
  
Posted one year ago
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Answers 4


I don't think there is such a capability, but please open a GitHub feature request, I think it would be a cool feature!

  
  
Posted one year ago

Hi again @<1523701070390366208:profile|CostlyOstrich36>
One further question. Is it possible also to avoid using a git project ? (given that the code could be already present inside the docker container).
hat would be the benefits of setting it in the clearml task config instead? thanks again!

  
  
Posted one year ago

Hi @<1529633468214939648:profile|CostlyElephant1> , I think this is what you're looking for:
CLEARML_AGENT_SKIP_PIP_VENV_INSTALL
CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL
None

  
  
Posted one year ago

Thanks for the fast reply! I will look into it.

  
  
Posted one year ago
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