#For PyTorch 1.11 + torchvision 0.12
pip3 install torch==1.11.0 torchvision==0.12.0 -f https://repo.radeon.com/rocm/manylinux/rocm-rel-5.1.3/

#For PyTorch 1.10 + torchvision 0.11
pip3 install torch==1.10.0 torchvision==0.11.0 -f https://repo.radeon.com/rocm/manylinux/rocm-rel-5.1.3/

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the .whl files are tested in rocm/dev-ubuntu-20.04:latest base docker image