[R] I built a Permutation Transformer (Patch SBOHN) from scratch: 4K Image Inference in ~2ms on CPU (61x faster than CNN) with 0.0% Catastrophic Forgetting.

Full disclosure: I am an independent researcher/hobbyist doing this out of pure passion at night. I do not have a formal academic background in ML, and I heavily rely on AI tools as research assistants to help me with advanced coding, mathematics, and translating my work into English. I want to be…

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Timeline · 2 reports

1. 2026-10-02 12:33 · r/learnmachinelearning
   [R] I built a Permutation Transformer (Patch SBOHN) from scratch: 4K Image Inference in ~2ms on CPU (61x faster than CNN) with 0.0% Catastrophic Forgetting.
2. 2026-10-02 12:32 · r/deeplearning
   [R] I built a Permutation Transformer (Patch SBOHN) from scratch: 4K Image Inference in ~2ms on CPU (61x faster than CNN) with 0.0% Catastrophic Forgetting.