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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:20/0  |  提交时间:2022/12/07
deep learning  distributed computing  ImageNet-1K  large-batch training  synchronous SGD  
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 159-175
作者:  Xie, Zhen;  Tan, Guangming;  Liu, Weifeng;  Sun, Ninghui
收藏  |  浏览/下载:41/0  |  提交时间:2021/12/01
Libraries  Sparse matrices  Prediction algorithms  Neural networks  Predictive models  Memory management  Tuners  SpGEMM  spare BLAS  sparse format  auto-tuning  neural network  
Graphine: Programming Graph-Parallel Computation of Large Natural Graphs for Multicore Clusters 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 6, 页码: 1647-1659
作者:  Yan, Jie;  Tan, Guangming;  Mo, Zeyao;  Sun, Ninghui
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/13
Graph-parallel  parallel framework  computational model  
Accelerating Irregular Computation in Massive Short Reads Mapping on FPGA Co-Processor 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 5, 页码: 1253-1264
作者:  Tan, Guangming;  Zhang, Chunming;  Tang, Wen;  Zhang, Peiheng;  Sun, Ninghui
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/13
Short read mapping  irregular computation  FPGA  multicore parallelism  
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:54/0  |  提交时间:2019/12/13
Soft error  error detection  LU Decomposition with Partial Pivoting  Algorithm-Based Fault Tolerance  
Improving Performance of Dynamic Programming via Parallelism and Locality on Multicore Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2009, 卷号: 20, 期号: 2, 页码: 261-274
作者:  Tan, Guangming;  Sun, Ninghui;  Gao, Guang R.
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/16
Dynamic programming  memory hierarchy  latency tolerant  percolation  multicore  
Cache oblivious algorithms for nonserial polyadic programming 期刊论文
JOURNAL OF SUPERCOMPUTING, 2007, 卷号: 39, 期号: 2, 页码: 227-249
作者:  Tan, Guangming;  Feng, Shengzhong;  Sun, Ninghui
收藏  |  浏览/下载:43/0  |  提交时间:2019/12/16
dynamic programming  nonserial polyadic  cache oblivious  algorithmic transformation  data dependencies  
Load balancing and parallel multiple sequence alignment with tree accumulation 期刊论文
EURO-PAR 2006 PARALLEL PROCESSING, 2006, 卷号: 4128, 页码: 1138-1147
作者:  Tan, Guangming;  Peng, Liu;  Feng, Shengzhong;  Sun, Ninghui
收藏  |  浏览/下载:36/0  |  提交时间:2019/12/16