AIPerf: Automated Machine Learning as an AI-HPC Benchmark

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...

Full description

Saved in:
Bibliographic Details
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
Series:Big Data Mining and Analytics
Subjects:
high-performance computing (hpc)
artificial intelligence (ai)
automated machine learning
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2021.9020004
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items