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automatic-code-generation

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This repository contains the MATLAB/Simulink source code to reproduce the experiments presented in the book: "Introduction to Microcontroller Programming for Power Electronics Control Applications"

  • Updated Dec 20, 2023
  • MATLAB

LLM agents that generate, verify, and evolve Triton GPU kernels. Includes a reward-hack-resistant benchmarking harness with strict correctness verification and fresh-input evaluation. Achieves up to 174.7× over PyTorch eager and outperforms FlexAttention (1.48×) and SDPA (1.17×) on selected workloads.

  • Updated Jul 9, 2026
  • Python

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