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| sudo apt update && sudo apt upgrade |
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| sudo apt autoremove nvidia* --purge |
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| ubuntu-drivers devices |
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| sudo ubuntu-drivers autoinstall |
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| sudo apt install nvidia-driver-570 |
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| reboot |
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| nvidia-smi |
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| sudo apt update && sudo apt upgrade |
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| sudo apt install nvidia-cuda-toolkit |
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| nvcc --version |
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| sudo apt-get install python3-pip | |
| sudo pip3 install virtualenv | |
| virtualenv -p python3.10 venv | |
| source venv/bin/activate |
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| pip3 install torch torchvision torchaudio |
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| import torch | |
| print(torch.cuda.is_available()) # Should return True | |
| t = torch.rand(10, 10).cuda() | |
| print(t.device) # Should return 'cuda' |
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| sudo apt install ./<filename.deb> |
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| sudo cp /var/cudnn-<something>.gpg /usr/share/keyrings/ | |
| sudo apt update | |
| sudo apt install libcudnn8 | |
| sudo apt install libcudnn8-dev | |
| sudo apt install libcudnn8-samples |
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| sudo apt install ./cudnn-local-repo-cross-sbsa-ubuntu2204-9.7.1_1.0-1_all.deb |
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| sudo apt install ./<filename.deb> | |
| sudo apt update | |
| sudo apt install tensorrt |
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| trtexec: /usr/src/tensorrt/bin/trtexec |
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| whereis trtexec |
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| /usr/src/tensorrt/bin/trtexec |
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