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Hello, I'M Confused About The Best Way To Use A Docker Container To Manage The Environment For Experiments. I'Ve Gone Through Some Of The Tutorials Running In Venv Mode And Am Now Trying To Run Some Of My Own Codebase. I Have A Docker Container With All T


Hi @<1653207659978952704:profile|LovelyStork78>

I have a docker container with all the dependencies.

Well I think the main question is are you using the clearml-agent to launch jobs/experiments? If you do it makes sense to specify your docker as "base docker image" (in the UI look for under the Execution tab, Container).
This means the agent will use the pre-installed environment and will add anything that your Task needs on top of it, this of course includes pushing your codebase in runtime into the container, so that you do not need to have a container per job. Does that make sense ?

  
  
Posted 4 months ago
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4 months ago
4 months ago