MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V Cores
Author:
Affiliation:
1. IIS, ETH,Zürich,Switzerland
2. University of Bologna,DEI,Italy
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9973813/9974162/09974223.pdf?arnumber=9974223
Reference28 articles.
1. A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling
2. Manticore: A 4096-Core RISC-V Chiplet Architecture for Ultraefficient Floating-Point Computing
3. Snitch: A Tiny Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads
4. FPnew: An Open-Source Multiformat Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing
5. NVIDIA A100 Tensor Core GPU: Performance and Innovation
Cited by 7 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. Useful applications of correctly-rounded operators of the form ab + cd + e;2024 IEEE 31st Symposium on Computer Arithmetic (ARITH);2024-06-10
2. Monotonicity of Multi-term Floating-Point Adders;IEEE Transactions on Computers;2024-06
3. RedMule: A mixed-precision matrix–matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration;Future Generation Computer Systems;2023-12
4. SFDoP: A Scalable Fused BFloat16 Dot-Product Architecture for DNN;2023 IEEE 41st International Conference on Computer Design (ICCD);2023-11-06
5. Exact Dot Product Accumulate Operators for 8-bit Floating-Point Deep Learning;2023 26th Euromicro Conference on Digital System Design (DSD);2023-09-06
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