An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks

Author:

Seshadri Kiran1,Akin Berkin2,Laudon James3,Narayanaswami Ravi4,Yazdanbakhsh Amir3

Affiliation:

1. Enfabrica

2. Google

3. Cruise

4. Google Research, Brain Team

Publisher

IEEE

Reference55 articles.

1. Chronos: A timing analyzer for embedded software

2. Automated Instruction Stream Throughput Prediction for Intel and AMD Microarchitectures

3. A Learned Performance Model for Tensor Processing Units;kaufman;MLSys,2021

4. In-data Center Performance Analysis of a Tensor Processing Unit;jouppi;ISCA,2017

Cited by 29 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. FPGA-assisted Design Space Exploration of Parameterized AI Accelerators: A Quickloop Approach;Journal of Systems Architecture;2024-10

2. Soft-Error Characterization and Mitigation Strategies for Edge Tensor Processing Units in Space;IEEE Transactions on Aerospace and Electronic Systems;2024-08

3. A Design Framework for Generating Energy-Efficient Accelerator on FPGA Toward Low-Level Vision;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-08

4. FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

5. Overview of AI-Models and Tools in Embedded IIoT Applications;Electronics;2024-06-13

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