ForgeKernel: Self-Evolving Kernels Catching and Surpassing Experts and Agents

Yaojian Chen, Dazhi Peng, Yiyun Zheng +13

Purpose-built kernel agents can write high-performance GPU kernels, but existing systems generally lack cross-run knowledge accumulation and architectural evolution. Each run start…