DRTriton: Large-Scale Synthetic Data Driven Reinforcement Learning for Triton Kernel Generation

Siqi Guo, Ming Lin, Tianbao Yang

Developing efficient CUDA kernels is a fundamental yet challenging task in the generative AI industry. Recent research leverages Large Language Models (LLMs) to automatically conve…