Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls

Author:

Liu Sicong1ORCID,Zhou Wentao2ORCID,Zhou Zimu3ORCID,Guo Bin1ORCID,Wang Minfan4ORCID,Fang Cheng1ORCID,Lin Zheng1ORCID,Yu Zhiwen5ORCID

Affiliation:

1. Northwestern Polytechnical, University

2. Harbin Engineering University

3. City University of Hong Kong

4. Chang'an University

5. Harbin Engineering University, Northwestern Polytechnical, University

Funder

National Natural Science Foundation of China

CityU APRC grant

National Science Fund for Distinguished Young Scholars

Publisher

ACM

Reference31 articles.

1. Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, and Jinwen Ma. 2019. Fast universal style transfer for artistic and photorealistic rendering. arXiv preprint arXiv:1907.03118 (2019).

2. Dexar: Deep explainable sensor-based activity recognition in smart-home environments;Arrotta Luca;Proceedings of IMWUT,2022

3. Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, and Stefanos Zafeiriou. 2020. Retinaface: Single-shot multi-level face localisation in the wild. In Proceedings of CVPR. 5203--5212.

4. Hongxiang Fan, Stylianos I Venieris, AlexandrOs Kouris, and Nicholas Lane. 2023. Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads. In Proceedings of MICRO. 353--366.

5. Benchmark Analysis of YOLO Performance on Edge Intelligence Devices

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