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明日直播|Google DeepMind高级研究科学家在线分享,Vizier服务算法实现细节

智源社区助手  · 公众号  ·  · 2024-09-11 17:00
    

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报告主题: Google Vizier服务算法的实现细节 报告日期: 09月12日(周四)10:30-11:30 报告要点: Google Vizier has performed millions of optimizations and accelerated numerous research and production systems at Google, demonstrating the success of Bayesian optimization as a large-scale service. Over multiple years, its algorithm has been improved considerably, through the collective experiences of numerous research efforts and user feedback. In this talk, we discuss the implementation details and design choices of the current default algorithm provided by Open Source Vizier. Our experiments on standardized benchmarks reveal its robustness and versatility against well-established industry baselines on multiple practical modes. Google Vizier已经执行了数百万次优化,并加速了Google的许多研究和生产系统,展示了贝叶斯优化作为大规模服务的成功。论文介绍了Google Vizier默认算法的实现细节,包括输入输出预 ………………………………

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