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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


Thank you I will try that

  
  
Posted one year ago

docker="nvidia/cuda:11.8.0-base-ubuntu20.04"

  
  
Posted one year ago

Collecting pip<20.2
Using cached pip-20.1.1-py2.py3-none-any.whl (1.5 MB)
Installing collected packages: pip
Attempting uninstall: pip
Found existing installation: pip 20.0.2
Not uninstalling pip at /usr/lib/python3/dist-packages, outside environment /usr
Can't uninstall 'pip'. No files were found to uninstall.

  
  
Posted one year ago

ERROR: This container was built for NVIDIA Driver Release 530.30 or later, but
       version 460.32.03 was detected and compatibility mode is UNAVAILABLE.

       [[System has unsupported display driver / cuda driver combination (CUDA_ERROR_SYSTEM_DRIVER_MISMATCH) cuInit()=803]]
  
  
Posted one year ago

unrelated to the agent itself

  
  
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

I am running the agent with clearml-agent daemon --queue training

  
  
Posted one year ago

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

  
  
Posted one year ago

But the process is still hanging, and not proceeding to actually running the clearml task

  
  
Posted one year ago

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

  
  
Posted one year ago

Hi @<1523701070390366208:profile|CostlyOstrich36> I am not specifying a version 🙂

  
  
Posted one year ago
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