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Hey Guys! I'M Having Some Issues With Pytorch And Clearml. I Am Starting A New Task Using Task.Create And Setting Pytorch As A Requirement Under `Packages`. For Some Reason Pytorch With Cuda 12 Is Being Installed, But I Need Cuda 11. Do You Know How To Se

Hey guys! I'm having some issues with pytorch and clearml. I am starting a new task using task.create and setting pytorch as a requirement under packages. For some reason pytorch with CUDA 12 is being installed, but I need CUDA 11. Do you know how to set it to install CUDA 11?

  
  
Posted one year ago
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Answers 41


I have set agent{cuda_version: 11.2}

  
  
Posted one year ago

I suggest running it in docker mode with a docker image that already has cuda installed

  
  
Posted one year ago

within a docker

  
  
Posted one year ago

Hi @<1734020162731905024:profile|RattyBluewhale45> , what version of pytorch are you specifying?

  
  
Posted one year ago

Thank you I will try that

  
  
Posted one year ago

Isn't the problem that CUDA 12 is being installed?

  
  
Posted one year ago

I think it tries to get the latest one. Are you using the agent in docker mode? you can also control this via clearml.conf with agent.cuda_version

  
  
Posted one year ago

Just try as is first with this docker image + verify that the code can access cuda driver unrelated to the agent

  
  
Posted one year ago

In the config file it should be something like this: agent.cuda_version="11.2" I think

  
  
Posted one year ago

Solved that by setting docker_args=["--privileged", "--network=host"]

  
  
Posted one year ago

Just to make sure, run the code on the machine itself to verify that python can actually detect the driver

  
  
Posted one year ago
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