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Towards Automated Kernel Generation in the Era of LLMs
用LLM自动生成GPU内核，突破AI系统性能瓶颈的前沿研究
arXiv:2601.15727v3 Announce Type: replace Abstract: The performance of modern AI systems is fundamentally constrained by the quality of their underlyi…
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AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents
首个泛化感知基准评估GPU内核优化代理，推动自动调优技术落地。
arXiv:2605.16819v1 Announce Type: cross Abstract: GPU kernel optimization is increasingly critical for efficient deep learning systems, but writing hi…