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Answered
Hi. Try To Use Clearml On Work. I'M Have Problem With Clearml-Agent, Because On Work We Dont Have Internet Acceses. For Install Packages We Used Mirror Pypi (Not All Packages) And Manualy Add Package On Disk With Line In Pip.Conf --Follow-Link=~/Pypi. It

Hi. Try to use clearml on work.

I'm have problem with clearml-agent, because on work we dont have internet acceses.
For install packages we used mirror pypi (not all packages) and manualy add package on disk with line in pip.conf --follow-link=~/pypi.
It's work for pip install torch==version, but clearml-agent says cant find torch with cuda support.
Ok, now my questions.

  1. Why clearml-agent pip and pip install from terminal diffrent behaviour?
  2. How to say for pip agent take this package from here on disk?
  3. Can I'm manualy install all dependecies in venv and says for clearml-agent, dont create new venv and just use existed venv?
  
  
Posted 3 years ago
Votes Newest

Answers 5


Hi SpicyLion54
the -f flag is not very stabe for pip (and cannot be added in requirements.txt). ClearML agent mwill automatically find the correct torch (from the torch repository) based on the cuda it detects in runtime.
This means it automatically translates torch==1.8.1 and will pull form the correct repo based on torch support table.

  
  
Posted 3 years ago

SuccessfulKoala55 Im install torch from local with add line in pip config like find-link = file:///home/user/pypi. It's work for pip install and clearml-agent looking in this dir(see it in logs), but don't find torch and raise error. Could not find pytorch with cuda support.

  
  
Posted 3 years ago

SpicyLion54 the ClearML agent will always create a venv - you can't provide your own venv, hence the best practice is using docker for that purpose 🙂
Alternatively, you can provide an extra_index_url to the agent so it will also look for packages on a different server (you can simply install your own pypi mirror) - see https://github.com/allegroai/clearml-agent/blob/742cbf57670815a80a0c502ef61da12521e1e71f/docs/clearml.conf#L66

  
  
Posted 3 years ago

Yep, I'm thinking about it, but for security reason we cant install docker on our local PC(.

  
  
Posted 3 years ago

I used nvcr pytorch image and instruct clearml to inherit global dependencies. No need to install torch and work well.

  
  
Posted 3 years ago