KernelOPT: an open-source agentic GPU kernel optimizer for inference engines
giveen · reddit · 2026-10-02
Developer giveen released KernelOPT, an agentic GPU kernel optimization tool for inference engine development, inspired by a Red Hat research paper.
- It inspects inference engine kernels and uses cloud models to plan, test, and find improvements
- Nothing is changed in your git — it outputs a diff for your coding harness to analyze
- Ships with setup and run wizards; AMD support is untested and mostly theoretical, feedback requested
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