Shuai Che

According to our database, Shuai Che authored at least 33 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales.

Zhewei Yao, Reza Yazdani Aminabadi, Olatunji Ruwase, Samyam Rajbhandari, Xiaoxia Wu, Ammar Ahmad Awan, Jeff Rasley, Minjia Zhang, Conglong Li, Connor Holmes, Zhongzhu Zhou, Michael Wyatt, Molly Smith, Lev Kurilenko, Heyang Qin, Masahiro Tanaka, Shuai Che, Shuaiwen Leon Song, Yuxiong He

CoRR, 2023

2022

Towards Execution-Efficient LSTMs via Hardware-Guided Grow-and-Prune Paradigm.

Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che, Weifeng Zhang, Niraj K. Jha

IEEE Trans. Emerg. Top. Comput., 2022

2021

Software-Defined Design Space Exploration for an Efficient DNN Accelerator Architecture.

Ye Yu, Yingmin Li, Shuai Che, Niraj K. Jha, Weifeng Zhang

IEEE Trans. Computers, 2021

2020

Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point.

Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao, Ming Liu, Jeremy Fowers, Kalin Ovtcharov, Anna Vinogradsky, Sarah Massengill, Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka, Xia Song, Subhojit Som, Kaustav Das, Saurabh Tiwary, Steven K. Reinhardt, Sitaram Lanka, Eric S. Chung, Doug Burger

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing.

Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

2019

Software-Defined Design Space Exploration for an Efficient AI Accelerator Architecture.

Ye Yu, Yingmin Li, Shuai Che, Niraj K. Jha, Weifeng Zhang

CoRR, 2019

Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM.

Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che, Weifeng Zhang, Niraj K. Jha

CoRR, 2019

Northup: Divide-and-Conquer Programming in Systems with Heterogeneous Memories and Processors.

Shuai Che, Jieming Yin

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2017

Programming GPGPU Graph Applications with Linear Algebra Building Blocks.

Shuai Che, Bradford M. Beckmann, Steven K. Reinhardt

Int. J. Parallel Program., 2017

Gravel: fine-grain GPU-initiated network messages.

Marc S. Orr, Shuai Che, Bradford M. Beckmann, Mark Oskin, Steven K. Reinhardt, David A. Wood

Proceedings of the International Conference for High Performance Computing, 2017

Auto-Tuning Strategies for Parallelizing Sparse Matrix-Vector (SpMV) Multiplication on Multi- and Many-Core Processors.

Kaixi Hou, Wu-chun Feng, Shuai Che

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Work Stealing in a Shared Virtual-Memory Heterogeneous Environment: A Case Study with Betweenness Centrality.

Shuai Che, Marc S. Orr, Jonathan Gallmeier

Proceedings of the Computing Frontiers Conference, 2017

Accelerating Matrix Processing with GPUs.

Nicholas Malaya, Shuai Che, Joseph L. Greathouse, René van Oostrum, Michael J. Schulte

Proceedings of the 24th IEEE Symposium on Computer Arithmetic, 2017

2016

Implementing directed acyclic graphs with the heterogeneous system architecture.

Sooraj Puthoor, Ashwin M. Aji, Shuai Che, Mayank Daga, Wei Wu, Bradford M. Beckmann, Gregory Rodgers

Proceedings of the 9th Annual Workshop on General Purpose Processing using Graphics Processing Unit, 2016

Challenges of Programming a System with Heterogeneous Memories and Heterogeneous Processors: A Programmer's View.

Shuai Che, Arkaprava Basu, Jonathan Gallmeier

Proceedings of the Second International Symposium on Memory Systems, 2016

Software Assisted Hardware Cache Coherence for Heterogeneous Processors.

Arkaprava Basu, Sooraj Puthoor, Shuai Che, Bradford M. Beckmann

Proceedings of the Second International Symposium on Memory Systems, 2016

Betweenness Centrality in an HSA-enabled System.

Shuai Che, Marc S. Orr, Gregory Rodgers, Jonathan Gallmeier

Proceedings of the ACM Workshop on High Performance Graph Processing, 2016

2015

Graph Coloring on the GPU and Some Techniques to Improve Load Imbalance.

Shuai Che, Gregory Rodgers, Bradford M. Beckmann, Steven K. Reinhardt

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Synchronization Using Remote-Scope Promotion.

Marc S. Orr, Shuai Che, Ayse Yilmazer, Bradford M. Beckmann, Mark D. Hill, David A. Wood

Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

2014

BenchFriend: Correlating the performance of GPU benchmarks.

Shuai Che, Kevin Skadron

Int. J. High Perform. Comput. Appl., 2014

SPEC ACCEL: A Standard Application Suite for Measuring Hardware Accelerator Performance.

Guido Juckeland, William C. Brantley, Sunita Chandrasekaran, Barbara M. Chapman, Shuai Che, Mathew E. Colgrove, Huiyu Feng, Alexander Grund, Robert Henschel, Wen-mei W. Hwu, Huian Li, Matthias S. Müller, Wolfgang E. Nagel, Maxim Perminov, Pavel Shelepugin, Kevin Skadron, John A. Stratton, Alexey Titov, Ke Wang, G. Matthijs van Waveren, Brian Whitney, Sandra Wienke, Rengan Xu, Kalyan Kumaran

Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2014

Dymaxion++: A Directive-Based API to Optimize Data Layout and Memory Mapping for Heterogeneous Systems.

Shuai Che, Jiayuan Meng, Kevin Skadron

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

BelRed: Constructing GPGPU graph applications with software building blocks.

Shuai Che, Bradford M. Beckmann, Steven K. Reinhardt

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

GasCL: A vertex-centric graph model for GPUs.

Shuai Che

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

QuickRelease: A throughput-oriented approach to release consistency on GPUs.

Blake A. Hechtman, Shuai Che, Derek R. Hower, Yingying Tian, Bradford M. Beckmann, Mark D. Hill, Steven K. Reinhardt, David A. Wood

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

2013

Pannotia: Understanding irregular GPGPU graph applications.

Shuai Che, Bradford M. Beckmann, Steven K. Reinhardt, Kevin Skadron

Proceedings of the IEEE International Symposium on Workload Characterization, 2013

Load balancing in a changing world: dealing with heterogeneity and performance variability.

Michael Boyer, Kevin Skadron, Shuai Che, Nuwan Jayasena

Proceedings of the Computing Frontiers Conference, 2013

2011

Dymaxion: optimizing memory access patterns for heterogeneous systems.

Shuai Che, Jeremy W. Sheaffer, Kevin Skadron

Proceedings of the Conference on High Performance Computing Networking, 2011

Using cycle stacks to understand scaling bottlenecks in multi-threaded workloads.

Wim Heirman, Trevor E. Carlson, Shuai Che, Kevin Skadron, Lieven Eeckhout

Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011

2010

A characterization of the Rodinia benchmark suite with comparison to contemporary CMP workloads.

Shuai Che, Jeremy W. Sheaffer, Michael Boyer, Lukasz G. Szafaryn, Liang Wang, Kevin Skadron

Proceedings of the 2010 IEEE International Symposium on Workload Characterization, 2010

2009

Rodinia: A benchmark suite for heterogeneous computing.

Shuai Che, Michael Boyer, Jiayuan Meng, David Tarjan, Jeremy W. Sheaffer, Sang-Ha Lee, Kevin Skadron

Proceedings of the 2009 IEEE International Symposium on Workload Characterization, 2009

2008

A performance study of general-purpose applications on graphics processors using CUDA.

Shuai Che, Michael Boyer, Jiayuan Meng, David Tarjan, Jeremy W. Sheaffer, Kevin Skadron

J. Parallel Distributed Comput., 2008

Accelerating Compute-Intensive Applications with GPUs and FPGAs.

Shuai Che, Jie Li, Jeremy W. Sheaffer, Kevin Skadron, John C. Lach

Proceedings of the IEEE Symposium on Application Specific Processors, 2008