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Answered
Is There A Way Clearml Can Be Stopped From Updating Dependencies When Cloning?

is there a way clearml can be stopped from updating dependencies when cloning?

  
  
Posted 2 years ago
Votes Newest

Answers 10


is it possible to stop package dependencies update when experiments are executing via an agent

  
  
Posted 2 years ago

Can you elaborate on this? You mean package dependencies when experiments are executing via agent?

  
  
Posted 2 years ago

CostlyOstrich36 Yes

  
  
Posted 2 years ago

Thanks CostlyOstrich36 for you response. However, I am still getting errors after forcind add requirement via code Torch CUDA 116 download page found
clearml_agent: Warning: could not resolve python wheel replacement for torchvision!=0.13.0,>=0.8.1
clearml_agent: ERROR: Could not install task requirements!
Exception when trying to resolve python wheel: Could not find pytorch wheel URL for: torchvision!=0.13.0,>=0.8.1 with cuda 117 support

  
  
Posted 2 years ago

You can specify specific package versions yourself via code
https://clear.ml/docs/latest/docs/references/sdk/task#taskadd_requirements

  
  
Posted 2 years ago

Hi BroadSeaturtle49 , this would be an option in the agent very soon

  
  
Posted 2 years ago

CostlyOstrich36 No

  
  
Posted 2 years ago

What are the packages that are detected when you run the experiment locally?

  
  
Posted 2 years ago

Are you running inside a docker?

  
  
Posted 2 years ago

BroadSeaturtle49 agent RC is out with a fix:
pip3 install clearml-agent==1.5.0rc0Let me know if it solved the issue

  
  
Posted 2 years ago