Transcript

Writing optimized CUDA kernels manually usually means weeks wrestling with GPU memory, thread sync, and performance bottlenecks—only to end up with code slower than hardware limits. CUDA-Agent automates kernel generation using reinforcement learning. The AI agent explores the optimization search space and generates high-performance kernels that rival expert-written code. 1,160 stars, backed by ByteDance and Tsinghua University. Would you trust AI to write your GPU code?