AIPerf: Automated Machine Learning as an AI-HPC Benchmark

The plethora of complex Artificial Intelligence (AI) algorithms and available High-Performance Computing (HPC) power stimulates the expeditious development of AI components with heterogeneous designs. Consequently, the need for cross-stack performance benchmarking of AI-HPC systems has rapidly emerg...

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Bibliographic Details

Published in:	Big Data Mining and Analytics
Main Authors:	Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen
Format:	Article
Language:	English
Published:	Tsinghua University Press 2021-09-01
Subjects:	high-performance computing (hpc) artificial intelligence (ai) automated machine learning
Online Access:	https://www.sciopen.com/article/10.26599/BDMA.2021.9020004