SpecGen Accelerates Agentic Kernel Optimization
A new method called SpecGen has been developed to accelerate agentic kernel optimization, a process that automates manual GPU kernel tuning. This technique uses speculative generation and validation.
Topics
Developing
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Sources · 7 independent
Modernity/arxiv
“SpecGen: Accelerating Agentic Kernel Optimization with Speculative Generation. Authors: Jihu Guo, Sitian Lu, Tenghui Ma, Wei Gao, Zhisheng Ye, Xingcheng Zhang, Dahua Lin Abstract: Agentic kernel optimization automates manual GPU kernel tuning via iterative generation, validatio...”
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