KernelBand: Steering LLM-based Kernel Optimization via Hardware-Aware Multi-Armed Bandits
Dezhi Ran · Shuxiao Xie · Mingfang Ji · Anmin Liu · Mengzhou Wu · Yuan Cao · Yuzhe Guo · Hao Yu · Linyi Li · Yitao Hu · Wei Yang · Tao Xie
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Dezhi Ran · Shuxiao Xie · Mingfang Ji · Anmin Liu · Mengzhou Wu · Yuan Cao · Yuzhe Guo · Hao Yu · Linyi Li · Yitao Hu · Wei Yang · Tao Xie
Anmin Liu · Ruixuan Yang · Huiqiang Jiang · Bin Lin · Minmin Sun · Yong Li · Chen Jason Zhang · Tao Xie
Junhao Hu · Fangze Li · Mingtao Xu · Feifan Meng · Shiju Zhao · Tiancheng Hu · Ting Peng · Anmin Liu · Wenrui Huang · Chenxu Liu · Ziyue Hua · Tao Xie
Large language models (LLMs) demonstrate strong capabilities across a wide range of complex tasks and are increasingly deployed at scale, placing significant demands on inference efficiency. Prior work typically decomposes inference into prefill and decode stages, with the decode stage dominating...