WebDay 2, Oct 1st. 8:00-8:45: Breakfast Room: Synergy Ballroom A : 8:45-9:00: Opening & Welcome Room: Synergy Ballroom A 9:00-10:00 Keynote Address I: Across the Stack Approximate Computing Opportunities for Deep Learning Acceleration WebChengying Huan, Shuaiwen Leon Song, Santosh Pandey, Hang Liu, Yongchao Liu, Baptiste Lepers, Charles He, Kang Chen, Jinlei Jiang, Yongwei Wu The 18th European Conference on Computer Systems (EuroSys 2024) A Survey of Storage Systems in the RDMA Era Shaonan Ma, Teng Ma, Kang Chen, Yongwei Wu
Did you know?
http://madsys.cs.tsinghua.edu.cn/~jinleijiang/ WebOct 7, 2024 · Authors: Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, Xin Fu Download PDF Abstract: Bayesian Neural Networks (BNNs) that possess a property of uncertainty estimation have been increasingly adopted in a wide range of safety-critical AI applications which demand reliable and robust decision making, e.g., self …
WebBy Shuaiwen Leon Song Jan 15, 2024. Activity 所属先のDeepSpeedチーム(Microsoft)で、ChatGPTの学習に使用するRLFT の完全なパイプライ … WebShuaiwen Leon Song University of Sydney Sydney, NSW, Australia [email protected] Dingwen Tao Washington State University Pullman, WA, USA [email protected] ABSTRACT Deep neural networks (DNNs) are becoming increasingly deeper, wider, and non-linear due to the growing demands on prediction accuracy and …
WebJun 4, 2024 · Dingwen Tao, Shuaiwen Leon Song, Sriram Krishnamoorthy, Panruo Wu, Xin Liang, Zheng Eddy Zhang, Darren Kerbyson, and Zizhong Chen New-Sum: A Novel Online ABFT Scheme For General Iterative Methods, Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, Web[ESEC/FSE'2024] Jialiang Tan*, Yu Chen*, Zhenming Liu, Bin Ren, Shuaiwen Leon Song, Xipeng Shen, and Xu Liu (*equal contribution), Toward Efficient Interactions between Python and Native Libraries, 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, August 2024.
WebJan 20, 2024 · @article{wang2024superneurons, title={SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks}, author={Wang, Linnan and Ye, Jinmian and Zhao, Yiyang and Wu, Wei and Li, Ang and Song, Shuaiwen Leon and Xu, Zenglin and Kraska, Tim},
WebDeepSpeed Chat Impressive open-source effort by Microsoft! DeepSpeed Chat offers an end-to-end RLHF pipeline to train ChatGPT-like models. This is the missing piece from other efforts like Alpaca and Vicuna. foam buoyancy boardWebMar 11, 2024 · Authors: Ang Li, Shuaiwen Leon Song, Jieyang Chen, Jiajia Li, Xu Liu, Nathan Tallent, Kevin Barker. Download a PDF of the paper titled Evaluating Modern GPU … greenwich library opening timeWeb[ASPLOS'17] "Locality-Aware CTA Clustering For Modern GPUs", Ang Li, Shuaiwen Leon Song, Weifeng Liu, Xu Liu, Akash Kumar and Henk Corporaal, The 22nd International Conference on Architectural Support for Programming Languages and Operating Systems, Apr 8-12, 2024, Xi'an, China. Acceptance ratio: 17.4% (56/321). HiPEAC Paper Award. greenwich lies in which countryWebDingwen Tao, Shuaiwen Leon Song, Sriram Krishnamoorthy, Panruo Wu, Xin Liang, Zheng Eddy Zhang, Darren Kerbyson, and Zizhong Chen. New-Sum: A Novel Online ABFT Scheme for General Iterative Methods. Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, Kyoto, JAPAN, May 31-June 4, 2016. greenwich light festivalWebShuaiwen Leon Song Paciic Northwest National Laboratory, College of William and Mary USA [email protected] Sriram Krishnamoorthy Paciic Northwest National Laboratory USA [email protected] Xu Liu College of William and Mary USA [email protected] Abstract In memory hierarchies, caches perform an important role in reducing average memory … foam buoyancy calculationWeb[VLDB’22] Sian Jin, Chengming Zhang, Jiannan Tian, Yunhe Feng, Hui Guan, Guanpeng Li, Shuaiwen Leon Song, Dingwen Tao. “COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression.” The 48th International Conference on Very Large Data Bases (VLDB), Australia, September 5-9, 2024. greenwich lifestyle magazineWebShuaiwen Leon Song is part of Microsoft Deepspeed research group. He leads the effort of Deepspeed4Science and several other pathfinding projects. He is constantly exploring … foam buoyancy calculator