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Fast and accurate variable batch size convolution neural network training on large scale distributed systems 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 26
作者:  Hu, Zhongzhe;  Xiao, Junmin;  Sun, Ninghui;  Tan, Guangming
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
deep learning  distributed computing  ImageNet-1K  large-batch training  synchronous SGD  
PIM-WEAVER: A High Energy-efficient, General-purpose Acceleration Architecture for String Operations in Big Data Processing 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 卷号: 21, 页码: 129-142
作者:  Li, Wenming;  Ye, Xiaochun;  Wang, Da;  Zhang, Hao;  Tang, Zhimin;  Fan, Dongrui;  Sun, Ninghui
收藏  |  浏览/下载：135/0  |  提交时间：2019/08/16
PIM  String operations  Acceleration architecture  Big data  HMC  
HyperFatTree: A Large-Scale Tree-Based Network with Low-Radix Switches 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2017, 卷号: 45, 期号: 1, 页码: 172-184
作者:  Su, Yong;  Wang, Zhan;  Fan, Zhiguo;  Cao, Zheng;  Liu, Xiaoli;  Shao, En;  An, Xuejun;  Sun, Ninghui
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/12
High energy efficiency  Hierarchical topology  Low-radix switch  Large scale interconnecting network  
DianNao Family: Energy-Efficient Hardware Accelerators for Machine Learning 期刊论文
COMMUNICATIONS OF THE ACM, 2016, 卷号: 59, 期号: 11, 页码: 105-112
作者:  Chen, Yunji;  Chen, Tianshi;  Xu, Zhiwei;  Sun, Ninghui;  Temam, Olivier
收藏  |  浏览/下载：71/0  |  提交时间：2019/12/13
Detection of soft errors in LU decomposition with partial pivoting using algorithm-based fault tolerance 期刊论文
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2015, 卷号: 29, 期号: 4, 页码: 422-436
作者:  Yao, Erlin;  Zhang, Jiutian;  Chen, Mingyu;  Tan, Guangming;  Sun, Ninghui
收藏  |  浏览/下载：55/0  |  提交时间：2019/12/13
Soft error  error detection  LU Decomposition with Partial Pivoting  Algorithm-Based Fault Tolerance