壁仞™ BR100 GPGPU: Accelerating Datacenter Scale AI Computing.

Lingjie Xu Mike Hong Lingjie Xu 壁仞™ BR100 GPGPU: Accelerating Datacenter Scale AI Computing. 1-22 2022 HCS https://doi.org/10.1109/HCS55958.2022.9895604 conf/hotchips/2022 db/conf/hotchips/hotchips2022.html#HongX22 Cheng Li 0014 Abdul Dakkak Jinjun Xiong Wei Wei 0021 Lingjie Xu Wen-Mei Hwu XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs. 326-327 2020 IPDPS https://doi.org/10.1109/IPDPS47924.2020.00042 conf/ipps/2020 db/conf/ipps/ipdps2020.html#LiDX0XH20 Vijay Janapa Reddi Christine Cheng David Kanter Peter Mattson Guenther Schmuelling Carole-Jean Wu Brian Anderson Maximilien Breughe Mark Charlebois William Chou Ramesh Chukka Cody Coleman Sam Davis Pan Deng Greg Diamos Jared Duke Dave Fick J. Scott Gardner Itay Hubara Sachin Idgunji Thomas B. Jablin Jeff Jiao Tom St. John Pankaj Kanwar David Lee Jeffery Liao Anton Lokhmotov Francisco Massa Peng Meng Paulius Micikevicius Colin Osborne Gennady Pekhimenko Arun Tejusve Raghunath Rajan Dilip Sequeira Ashish Sirasao Fei Sun 0002 Hanlin Tang Michael Thomson Frank Wei Ephrem Wu Lingjie Xu Koichi Yamada Bing Yu George Yuan Aaron Zhong Peizhao Zhang Yuchen Zhou MLPerf Inference Benchmark. 446-459 2020 ISCA https://doi.org/10.1109/ISCA45697.2020.00045 conf/isca/2020 db/conf/isca/isca2020.html#ReddiCKMSWABCCC20 Peter Mattson Christine Cheng Gregory F. Diamos Cody Coleman Paulius Micikevicius David A. Patterson 0001 Hanlin Tang Gu-Yeon Wei Peter Bailis Victor Bittorf David Brooks 0001 Dehao Chen Debo Dutta Udit Gupta 0001 Kim M. Hazelwood Andy Hock Xinyuan Huang Daniel Kang 0001 David Kanter Naveen Kumar Jeffery Liao Deepak Narayanan Tayo Oguntebi Gennady Pekhimenko Lillian Pentecost Vijay Janapa Reddi Taylor Robie Tom St. John Carole-Jean Wu Lingjie Xu Cliff Young Matei Zaharia MLPerf Training Benchmark. 2020 MLSys https://proceedings.mlsys.org/paper_files/paper/2020/hash/411e39b117e885341f25efb8912945f7-Abstract.html conf/mlsys/2020 db/conf/mlsys/mlsys2020.html#MattsonCDCMPTWB20

Seth H. Huang Lingjie Xu Congwei Jiang Residual Attention Net for Superior Cross-Domain Time Sequence Modeling. 2020 abs/2001.04077 CoRR https://arxiv.org/abs/2001.04077 db/journals/corr/corr2001.html#abs-2001-04077

Zhenhuan Wang Boyang Wang Lingjie Xu Qinyu Xie Feedback-Added Pseudoinverse-Type Balanced Minimization Scheme for Kinematic Control of Redundant Robot Manipulators. 23806-23815 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2899587 db/journals/access/access7.html#WangWXX19

Chen Li 0015 Jun Yang 0002 Yifan Sun 0002 Lingling Jin Lingjie Xu Zheng Cao 0003 Pengfei Fan David R. Kaeli Sheng Ma Yang Guo 0003 Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems. 157-160 2019 18 IEEE Comput. Archit. Lett. 2 https://doi.org/10.1109/LCA.2019.2955119 db/journals/cal/cal18.html#LiYSJXCFKMG19

Cheng Li 0014 Abdul Dakkak Jinjun Xiong Wei Wei 0021 Lingjie Xu Wen-Mei Hwu Across-Stack Profiling and Characterization of Machine Learning Models on GPUs. 2019 abs/1908.06869 CoRR http://arxiv.org/abs/1908.06869 db/journals/corr/corr1908.html#abs-1908-06869

Wei Zhang 0127 Wei Wei 0021 Lingjie Xu Lingling Jin Cheng Li 0014 AI Matrix: A Deep Learning Benchmark for Alibaba Data Centers. 2019 abs/1909.10562 CoRR http://arxiv.org/abs/1909.10562 db/journals/corr/corr1909.html#abs-1909-10562

Peter Mattson Christine Cheng Cody Coleman Greg Diamos Paulius Micikevicius David A. Patterson 0001 Hanlin Tang Gu-Yeon Wei Peter Bailis Victor Bittorf David Brooks 0001 Dehao Chen Debojyoti Dutta Udit Gupta 0001 Kim M. Hazelwood Andrew Hock Xinyuan Huang Bill Jia Daniel Kang 0001 David Kanter Naveen Kumar Jeffery Liao Guokai Ma Deepak Narayanan Tayo Oguntebi Gennady Pekhimenko Lillian Pentecost Vijay Janapa Reddi Taylor Robie Tom St. John Carole-Jean Wu Lingjie Xu Cliff Young Matei Zaharia MLPerf Training Benchmark. 2019 abs/1910.01500 CoRR http://arxiv.org/abs/1910.01500 db/journals/corr/corr1910.html#abs-1910-01500

Vijay Janapa Reddi Christine Cheng David Kanter Peter Mattson Guenther Schmuelling Carole-Jean Wu Brian Anderson Maximilien Breughe Mark Charlebois William Chou Ramesh Chukka Cody Coleman Sam Davis Pan Deng Greg Diamos Jared Duke Dave Fick J. Scott Gardner Itay Hubara Sachin Idgunji Thomas B. Jablin Jeff Jiao Tom St. John Pankaj Kanwar David Lee Jeffery Liao Anton Lokhmotov Francisco Massa Peng Meng Paulius Micikevicius Colin Osborne Gennady Pekhimenko Arun Tejusve Raghunath Rajan Dilip Sequeira Ashish Sirasao Fei Sun 0002 Hanlin Tang Michael Thomson Frank Wei Ephrem Wu Lingjie Xu Koichi Yamada Bing Yu George Yuan Aaron Zhong Peizhao Zhang Yuchen Zhou MLPerf Inference Benchmark. 2019 abs/1911.02549 CoRR http://arxiv.org/abs/1911.02549 db/journals/corr/corr1911.html#abs-1911-02549

Jinhua Tao Zidong Du Qi Guo 0001 Huiying Lan Lei Zhang 0008 Shengyuan Zhou Lingjie Xu Cong Liu Hai-Feng Liu Shan Tang Allen Rush Willian Chen Shaoli Liu Yunji Chen Tianshi Chen 0002 BenchIP: Benchmarking Intelligence Processors. 1-23 2018 33 J. Comput. Sci. Technol. 1 https://doi.org/10.1007/s11390-018-1805-8 db/journals/jcst/jcst33.html#TaoDGLZZXLLTRCL18

Wei Wei 0021 Lingjie Xu Lingling Jin Wei Zhang 0127 Tianjun Zhang AI Matrix - Synthetic Benchmarks for DNN. 2018 abs/1812.00886 CoRR http://arxiv.org/abs/1812.00886 db/journals/corr/corr1812.html#abs-1812-00886

Brian Anderson Peter Bailis Victor Bittorf Maximilien Breughe David Brooks 0001 Zheng Cao 0003 Mark Charlebois Dehao Chen Tianshi Chen 0002 Willian Chen Yunji Chen Christine Cheng William Chou Ramesh Chukka Cody Coleman Abdul Dakkak Sam Davis Pan Deng Gregory Frederick DiamosGregory F. DiamosGreg Diamos Zidong Du Jared Duke Debojyoti DuttaDebo Dutta Pengfei Fan David FickDave Fick J. Scott Gardner Qi Guo 0001 Yang Guo 0003 Udit Gupta 0001 Kim M. Hazelwood Andrew Hock Andy Hock Mike Hong Seth H. Huang Xinyuan Huang Itay Hubara Wen-Mei W. HwuWen-Mei Hwu Sachin Idgunji Thomas B. Jablin Bill Jia Congwei Jiang Jeff Jiao Lingling Jin Tom St. John David R. Kaeli Daniel Kang 0001 David Kanter Pankaj Kanwar Naveen Kumar Huiying Lan David Lee Chen Li 0015 Cheng Li 0014 Jeffery Liao Cong Liu Haifeng LiuHai-Feng Liu Shaoli Liu Anton Lokhmotov Guokai Ma Sheng Ma Francisco Massa Peter Mattson Peng Meng Paulius Micikevicius Deepak Narayanan Tayo Oguntebi Colin Osborne David A. Patterson 0001 Gennady Pekhimenko Lillian Pentecost Arun Tejusve Raghunath Rajan Vijay Janapa Reddi Taylor Robie Allen Rush Guenther Schmuelling Dilip Sequeira Ashish Sirasao Fei Sun 0002 Yifan Sun 0002 Hanlin Tang Shan Tang Jinhua Tao Michael Thomson Boyang Wang Zhenhuan Wang Frank Wei Gu-Yeon Wei Wei Wei 0021 Carole-Jean Wu Ephrem Wu Qinyu Xie Jinjun Xiong Koichi Yamada Jun Yang 0002 Cliff Young Bing Yu George Yuan Matei Zaharia Lei Zhang 0008 Peizhao Zhang Tianjun Zhang Wei Zhang 0127 Aaron Zhong Shengyuan Zhou Yuchen Zhou