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

DRTriton trains LLMs via synthetic data and reinforcement learning to generate optimized Triton kernels, achieving 92% speedup on KernelBench Level 2 versus 23% for GPT-5.2.

Siqi Guo, Ming Lin, Tianbao Yang

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 1/5