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Answered
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 3 months ago
Votes Newest

Answers 41


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

  
  
Posted 3 months ago

I have set agent{cuda_version: 11.2}

  
  
Posted 3 months ago

Thank you

  
  
Posted 3 months 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 3 months ago

It seems to find a cuda 11, then it installs cuda 12


Torch CUDA 111 index page found, adding `
`
PyTorch: Adding index `
` and installing `torch ==2.4.0.*`
Looking in indexes: 
, 
, 

Collecting torch==2.4.0.*
  Using cached torch-2.4.0-cp310-cp310-manylinux1_x86_64.whl (797.2 MB)
2024-08-12 12:40:37
Collecting clearml
  Using cached clearml-1.16.3-py2.py3-none-any.whl (1.2 MB)
Collecting triton==3.0.0
  Using cached 
 (209.4 MB)
2024-08-12 12:40:42
Collecting nvidia-nccl-cu12==2.20.5
  Using cached nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl (176.2 MB)
Collecting nvidia-curand-cu12==10.3.2.106
  
  
Posted 3 months ago

I am trying task.create like so:

task = Task.create(
    script="test_gpu.py",
    packages=["torch"],
)
  
  
Posted 3 months ago

pip install --pre torchvision --force-reinstall --index-url None

  
  
Posted 3 months ago

I can install on the server with this command

  
  
Posted 3 months ago

Thank you for getting back to me

  
  
Posted 3 months ago

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

  
  
Posted 3 months ago

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

  
  
Posted 3 months ago
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41 Answers
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