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Answered
Hi All, I Was Trying To Use Clearml-Task To Run A Custom Docker(With Poetry To Install All The Python Dependencies And Activated The Environment) Using Clearml Gpu, But It Seems Like Clearml Always Create A Virtual Environment And Run The Python Script Fr

Hi all, I was trying to use clearml-task to run a custom docker(with poetry to install all the python dependencies and activated the environment) using clearml GPU, but it seems like clearml always create a virtual environment and run the python script from /root/.clearml/venvs-builds/3.10/bin/python . Is there a way that I can have the clearml-task to automatically activated a virtual environment use the activated custom virtual environment in my docker and run the scripts from there instead of always creating a new venv inheriting from the clearml system_site_packages? I noticed that clearml.conf has a configuration agent.docker_use_activated_venv , but I am not sure how to enable it from clearml-task

  
  
Posted 2 years ago
Votes Newest

Answers 38


you should have a gpu argument there, set it to true

  
  
Posted 2 years ago

Notice you should be able to override them in the UI (under Args seciton)

  
  
Posted 2 years ago

is it displaying that it is running anything?

  
  
Posted 2 years ago

I got the same cuda issue after being able to use GPU
image

  
  
Posted 2 years ago

That's the right place but
like you would use hydra --override, which in your case I think it should be "accelerator.gpu" ,

You can also change allow_omegaconf_editin the UI to True, and then you could just edit the OmegaConf in the UI (if you do not changeallow_omegaconf_edit` then the edit in the UI is ignored)

  
  
Posted 2 years ago

There is nothing on the queue and worker
image

  
  
Posted 2 years ago

Yes, because when a container is executed, the agent creates a new venv and inherits from the system wide installed packages, but it cannot inherit or "understand" there is an existing venv, and where it is.

  
  
Posted 2 years ago

@<1523701205467926528:profile|AgitatedDove14> Yes I cansee the worker:
image

  
  
Posted 2 years ago