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Shuaiwen Leon Song
Shuaiwen Leon Song
VP of Research, Together.ai; Ex-Microsoft; Tenured Professor
Bestätigte E-Mail-Adresse bei together.ai - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Powerpack: Energy profiling and analysis of high-performance systems and applications
R Ge, X Feng, S Song, HC Chang, D Li, KW Cameron
IEEE Transactions on Parallel and Distributed Systems 21 (5), 658-671, 2009
5372009
Superneurons: Dynamic GPU memory management for training deep neural networks
L Wang, J Ye, Y Zhao, W Wu, A Li, SL Song, Z Xu, T Kraska
Proceedings of the 23rd ACM SIGPLAN symposium on principles and practice of …, 2018
2882018
Evaluating modern gpu interconnect: Pcie, nvlink, nv-sli, nvswitch and gpudirect
A Li, SL Song, J Chen, J Li, X Liu, NR Tallent, KJ Barker
IEEE Transactions on Parallel and Distributed Systems 31 (1), 94-110, 2019
2692019
A Simplified and Accurate Model of Power-Performance Efficiency on Emergent GPU Architectures
S Song, C Su, B Rountree, KW Cameron
27th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2013
2112013
Locality-driven dynamic GPU cache bypassing
C Li, SL Song, H Dai, A Sidelnik, SKS Hari, H Zhou
Proceedings of the 29th ACM on International Conference on Supercomputing, 67-77, 2015
1412015
Graphreduce: processing large-scale graphs on accelerator-based systems
D Sengupta, SL Song, K Agarwal, K Schwan
Proceedings of the International Conference for High Performance Computing …, 2015
1162015
Locality-aware CTA clustering for modern GPUs
A Li, SL Song, W Liu, X Liu, A Kumar, H Corporaal
ACM SIGARCH Computer Architecture News 45 (1), 297-311, 2017
932017
Randomness in neural network training: Characterizing the impact of tooling
D Zhuang, X Zhang, S Song, S Hooker
Proceedings of Machine Learning and Systems 4, 316-336, 2022
772022
Iso-energy-efficiency: An approach to power-constrained parallel computation
S Song, CY Su, R Ge, A Vishnu, KW Cameron
2011 IEEE International Parallel & Distributed Processing Symposium, 128-139, 2011
722011
Tartan: evaluating modern GPU interconnect via a multi-GPU benchmark suite
A Li, SL Song, J Chen, X Liu, N Tallent, K Barker
2018 IEEE International Symposium on Workload Characterization (IISWC), 191-202, 2018
672018
Energy profiling and analysis of the hpc challenge benchmarks
S Song, R Ge, X Feng, KW Cameron
The International Journal of High Performance Computing Applications 23 (3 …, 2009
672009
Exploring and analyzing the real impact of modern on-package memory on HPC scientific kernels
A Li, W Liu, MRB Kristensen, B Vinter, H Wang, K Hou, A Marquez, ...
Proceedings of the International Conference for High Performance Computing …, 2017
582017
Processing-in-memory enabled graphics processors for 3D rendering
C Xie, SL Song, J Wang, W Zhang, X Fu
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
582017
AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures
Z Zheng, X Yang, P Zhao, G Long, K Zhu, F Zhu, W Zhao, X Liu, J Yang, ...
Proceedings of the 27th ACM International Conference on Architectural …, 2022
572022
Unified performance and power modeling of scientific workloads
SL Song, K Barker, D Kerbyson
Proceedings of the 1st International Workshop on Energy Efficient …, 2013
562013
New-sum: A novel online abft scheme for general iterative methods
D Tao, SL Song, S Krishnamoorthy, P Wu, X Liang, EZ Zhang, ...
Proceedings of the 25th ACM International Symposium on High-Performance …, 2016
552016
Investigating the interplay between energy efficiency and resilience in high performance computing
L Tan, SL Song, P Wu, Z Chen, R Ge, DJ Kerbyson
2015 IEEE International Parallel and Distributed Processing Symposium, 786-796, 2015
542015
Cudaadvisor: Llvm-based runtime profiling for modern gpus
D Shen, SL Song, A Li, X Liu
Proceedings of the 2018 International Symposium on Code Generation and …, 2018
532018
Mic-svm: Designing a highly efficient support vector machine for advanced modern multi-core and many-core architectures
Y You, SL Song, H Fu, A Marquez, MM Dehnavi, K Barker, KW Cameron, ...
2014 IEEE 28th International Parallel and Distributed Processing Symposium …, 2014
522014
Deepspeed-chat: Easy, fast and affordable rlhf training of chatgpt-like models at all scales
Z Yao, RY Aminabadi, O Ruwase, S Rajbhandari, X Wu, AA Awan, ...
arXiv preprint arXiv:2308.01320, 2023
482023
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