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cs.LG2026
EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends
Yuhua Zheng, Xueyi Chen, Xinze Zou +3
Recent works show that LLMs can generate kernels with strong performance on server GPUs. Edge deployment presents distinct challenges because the hardware is heterogeneous, the sof…
cs.LG2026
MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices?
Xingze Zou, Jing Wang, Yuhua Zheng +8
Large language models (LLMs) have demonstrated remarkable capabilities in code generation, yet their potential for generating kernels specifically for mobile devices remains largel…