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I wonder what a reimplementation in halide would yield in terms of optimization. Certainly SIMD and multithreading should be easier to apply to such an elegant simple algorithm compared to more complex formats... https://halide-lang.org/
You should open an issue or pull request on its GitHub about it! https://github.com/phoboslab/qoi
It took me a while to find a link to the git repository on your https://monocypher.org/ website. I eventually found the "github mirror" link on the downloads page.
Go version: https://github.com/xfmoulet/qoi