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Jul, 2018
分布式模型选择和训练研究平台 Tune
Tune: A Research Platform for Distributed Model Selection and Training
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Richard Liaw, Eric Liang, Robert Nishihara, Philipp Moritz, Joseph E. Gonzalez...
TL;DR
Tune是一个机器学习模型选择和训练的统一框架,提供训练脚本和搜索算法之间的窄腰接口,适合于多种超参数搜索算法、可以方便地扩展到大型集群并简化算法实现。
Abstract
Modern
machine learning
algorithms are increasingly computationally demanding, requiring specialized hardware and
distributed computation
to achieve high performance in a reasonable time frame. Many
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