To make sense of this, start with Donato Capitella's explainer video.
To just get to a working PyTorch project, follow the steps below.
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Follow steps here to install the latest ROCm binaries on Fedora 43: https://www.fixnum.org/2025-11-27-rocm7-fedora43/
sudo dnf install dnf-plugin-config-manager python3-setuptools python3-wheel