#KernelBrain
January 17, 2026 at 3:41 AM
Shuai Che, Gang Peng: KernelBrain: Coarse-to-Fine, Budget-Aware Search for Agentic GPU Kernel Optimization https://arxiv.org/abs/2608.02611 https://arxiv.org/pdf/2608.02611 https://arxiv.org/html/2608.02611
August 5, 2026 at 6:40 AM
KernelBrain: Coarse-to-Fine, Budget-Aware Search for Agentic GPU Kernel Optimization
tech_blogs_arxiv | Author: Shuai Che, Gang Peng

#Graphics
KernelBrain: Coarse-to-Fine, Budget-Aware Search for Agentic GPU Kernel Optimization
Automating GPU kernel optimization remains difficult in practice: generated variants can violate correctness constraints, runtime measurements are noisy, and search often stalls early. We present a practical optimization agent that combines LLM-guided mutation, adaptive resource allocation, policy-g
arxiv.org
August 5, 2026 at 4:14 AM