EdgeKernelBench finds LLM edge kernels often correct but rarely fast
The best single attempt scored 64.5% Correct@1 and 25.5% Fast@1.0; LEKA reached 43.5% Fast@1.0.
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MaxKernel: Agentic Kernel Generation for TPUs
Researchers open-source MaxKernel, a multi-agent LLM system that generates and optimizes TPU kernels matching expert hand-tuned baselines on JaxBench.