MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices?

ArXi:2603.11935v1 Announce Type: cross Large language models (LLMs) have nstrated remarkable capabilities in code generation, yet their potential for generating kernels specifically for mobile de- vices remains largely unexplored. In this work, we extend the scope of automated kernel generation to the mobile domain to investigate the central question: Can LLMs write efficient kernels for mobile devices? To enable systematic investigation, we