Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization

Published:2022-03-14 Issue: Volume: Page:
ISSN:
Container-title:2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)
language:
Short-container-title:

Author:

Ni Yang¹,Kim Yeseong²,Rosing Tajana³,Imani Mohsen¹

Affiliation:

1. University of California Irvine

2. Daegu Gyeongbuk Institute of Science and Technology

3. University of California San Diego

Funder

National Science Foundation (NSF)

SRC CRISP, and Department of the Navy

National Research Foundation of Korea (NRF)

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9774496/9774497/09774764.pdf?arnumber=9774764

Reference13 articles.

1. Analysis of Criteria for the Selection of Machine Learning Frameworks

2. MobileNetV2: Inverted Residuals and Linear Bottlenecks

3. Very deep convolutional networks for large-scale image recognition;simonyan;ArXiv Preprint,2014

4. Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Scalable and Interpretable Brain-Inspired Hyper-Dimensional Computing Intelligence with Hardware-Software Co-Design;2024 IEEE Custom Integrated Circuits Conference (CICC);2024-04-21

2. Maintaining Symmetry between Convolutional Neural Network Accuracy and Performance on an Edge TPU with a Focus on Transfer Learning Adjustments;Symmetry;2024-01-11

3. An 8-bit Single Perceptron Processing Unit for Tiny Machine Learning Applications;IEEE Access;2023

4. EXPRESS: CNN EXecution Time PREdiction for DPU DeSign Space Exploration;2022 International Conference on Field-Programmable Technology (ICFPT);2022-12-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3