Title
AI Accelerator Survey and Trends
Abstract
Over the past several years, new machine learning accelerators were being announced and released every month for a variety of applications from speech recognition, video object detection, assisted driving, and many data center applications. This paper updates the survey of AI accelerators and processors from past two years. This paper collects and summarizes the cur-rent commercial accelerators th...
Year
DOI
Venue
2021
10.1109/HPEC49654.2021.9622867
2021 IEEE High Performance Extreme Computing Conference (HPEC)
Keywords
DocType
ISSN
Machine learning,GPU,TPU,dataflow,accelerator,embedded inference,computational performance
Conference
2377-6943
ISBN
Citations 
PageRank 
978-1-6654-2369-4
2
0.39
References 
Authors
0
6
Name
Order
Citations
PageRank
Albert Reuther133537.32
Peter Michaleas220120.93
Michael J. Jones311341927.21
Vijay Gadepally444950.53
Siddharth Samsi520124.09
Jeremy Kepner660661.58