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May, 2023
并行机器学习算法的性能和能耗
Performance and Energy Consumption of Parallel Machine Learning Algorithms
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Xidong Wu, Preston Brazzle, Stephen Cahoon
TL;DR
本文讨论了在高性能计算中,采用低功率算法以优化机器学习模型的效率,并测试逻辑回归、神经网络等算法在不同数据规模、模型复杂度下的并行加速表现。
Abstract
machine learning
models have achieved remarkable success in various real-world applications such as data science, computer vision, and natural language processing. However, model training in
machine learning
requ
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