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Answered
I'M Trying To Use Clearml Agents. For Tensorflow It Looks Like It Does Not Save The Pip Package Correctly. I Need To Install It As

I'm trying to use clearml agents. For tensorflow it looks like it does not save the pip package correctly. I need to install it as tensorflow[and-cuda] not just tensorflow. How do I get the experiment to correctly save my environment?

  
  
Posted one month ago
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Answers 3


I guess I don't understand I am referring to the clearml configuration file on the agent. The only way I have gotten it to consistently work is to just install the environment before hand and set that environment variable. Otherwise it seems clearml is not correctly saving the environment to be able to reproduce it. In my case the issues is installing tensorflow instead of tensorflow[and-cuda] which is what was installed

  
  
Posted one month ago

Hi @<1719524641879363584:profile|ThankfulClams64> , this environment variable is meant for the agent running the task remotely, and so using it in your local clearml configuration file will not work. You can add it to the extra container arguments in the task

  
  
Posted one month ago

I just used CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL can that be put int he clearml.conf? I didn't see a reference to it in the documentaiton

  
  
Posted one month ago