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AI Radio FM - Technology Channel - 解密Comet:MoE的精细计算通信重叠技术

12 Mar 2025

Description

本期播客深入探讨了Comet,这是一种为混合专家模型(MoE)设计的优化系统,通过精细的计算与通信重叠,显著提高了MoE模型的执行效率。我们将讨论Comet的两个关键设计:基于共享张量的依赖解析和自适应工作负载分配,以及它们如何克服现有MoE系统中的挑战。我们还将分享Comet在实际生产环境中的部署情况,以及它如何为大规模GPU集群节省数百万GPU小时。

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