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检索条件"机构=The Science and Technology on Parallel and Distributed Processing Laboratory"
1126 条 记 录,以下是911-920 订阅
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OLM2: Automatic Optimal Strategy Generating for Large-Scale Model Training with Limited-Memory
OLM2: Automatic Optimal Strategy Generating for Large-Scale ...
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IEEE International Conference on Joint Cloud Computing (JCC)
作者: Zhilin Yang Yu Tang Linbo Qiao Xi Yang Zhen Huang National Key Laboratory of Parallel and Distributed Computing College of Computer Science National University of Defense Technology Changsha 410073 China
The scale of model parameters and the amount of training data is exponentially increasing. It requires more GPU memory with the exponential increasement of model parameters. Recomputation and swapping are two main mem...
来源: 评论
An effective control scheme to ensure real-time causal order in large-scale distributed interactive simulations
An effective control scheme to ensure real-time causal order...
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International Conference on Communication Software and Networks, ICCSN
作者: Hangjun Zhou Sha Fu Key Laboratory of Science and Technology for National Defence of Parallel and Distributed Processing School of Computer Science National University of Defense Technology Changsha Hunan China Department of Information Management Hunan University of Finance and Economics Changsha Hunan China
When a large-scale distributed interactive simulation system is running on WAN, the sites usually disperse over a wide area in geography, which results in the simulation clock of each site is hardly to be accurately s... 详细信息
来源: 评论
Towards a multi-array architecture for accelerating large-scale matrix multiplication on FPGAs
arXiv
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arXiv 2018年
作者: Shen, Junzhong Qiao, Yuran Huang, You Wen, Mei Zhang, Chunyuan College of Computer National University of Defense Technology Changsha410073 China National Key Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha410073 China
Large-scale floating-point matrix multiplication is a fundamental kernel in many scientific and engineering applications. Most existing work only focus on accelerating matrix multiplication on FPGA by adopting a linea... 详细信息
来源: 评论
Deep Discriminative Clustering Network
Deep Discriminative Clustering Network
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International Joint Conference on Neural Networks
作者: Xuying Shao Keshi Ge Huayou Su Lei Luo Baoyun Peng Dongsheng Li Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Changsha China College of Computer National University of Defense Technology Changsha China
Deep clustering aims to cluster unlabeled data by embedding them into a subspace based on deep model. The key challenge of deep clustering is to learn discriminative representations for input data with high dimensions... 详细信息
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A peak performance model for Matrix multiplication on general-purpose DSP
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Hunan Daxue Xuebao/Journal of Hunan University Natural sciences 2013年 第11 SUPPL.期40卷 148-152页
作者: Liu, Jie Chi, Li-Hua Xie, Lin-Chuan Wang, Yang Gan, Xin-Biao Feng, Hua Hu, Qing-Feng Science and Technology on Parallel and Distributed Processing Laboratory National Univ of Defense Technology Changsha Hunan 410073 China
DSP processor can be used to solve the high performance computation problems, which has the characteristics of high computing performance and low power. Matrix multiplication algorithm is the kernel of many scientific... 详细信息
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OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms
arXiv
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arXiv 2022年
作者: Zhuang, Jia-Xin Huang, Xiansong Yang, Yang Chen, Jiancong Yu, Yue Gao, Wei Li, Ge Chen, Jie Zhang, Tong Peng Cheng Laboratory Shenzhen China School of Computer Science and Technology Harbin Institute of Technology Shenzhen China School of Electronic and Computer Engineering Peking University China National Laboratory for Parallel and Distributed Processing National University of Defense Technology China
In this paper, we present OpenMedIA, an open-source toolbox library containing a rich set of deep learning methods for medical image analysis under heterogeneous Artificial Intelligence (AI) computing platforms. Vario... 详细信息
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Controllable Template Generation for Document-level Event Extraction
Controllable Template Generation for Document-level Event Ex...
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Neural Networks, Information and Communication Engineering (NNICE), International Conference on
作者: Quntian Fang Feng Liu Zhen Huang Zhenliang Guo Changjian Wang Dongsheng Li Minghao Hu National Key Laboratory of Parallel and Distributed Processing National University of Defense Technology Changsha China Information Research Center Academy of Military Sciences Beijing China
Document-level event extraction task has achieved significant progress based on template generation methods. However, there is no reasonable regulation and restriction in the existing template-based generation methods...
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A consistency algorithm for causal and totally ordered event delivery in DVE
A consistency algorithm for causal and totally ordered event...
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International Conference on Computer science and Information technology (CSIT)
作者: Hangjun Zhou Wei Zhang Yuxing Peng Sikun Li Department of Information Management Hunan College of Finance and Economics Changsha Hunan China Key Laboratory of Science and Technology for National Defence of Parallel and Distributed Processing School of Computer Science National University of Defense Technology Changsha Hunan China
How to preserve causal and totally ordered event delivery is an important issue in real-time serverless DVE(distributed Virtual Environment). However, most of the related works are designed to maintain causal order me... 详细信息
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FD-MOBILENET: IMPROVED MOBILENET WITH A FAST DOWNSAMPLING STRATEGY
FD-MOBILENET: IMPROVED MOBILENET WITH A FAST DOWNSAMPLING ST...
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IEEE International Conference on Image processing
作者: Zheng Qin Zhaoning Zhang Xiaotao Chen Changjian Wang Yuxing Peng Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Changsha China College of Computer National University of Defense Technology Changsha China
We present Fast-Downsampling MobileNet (FD-MobileNet), an efficient and accurate network for very limited computational budgets (e.g., 10-140 MFLOPs). Our key idea is applying a fast down-sampling strategy to MobileNe... 详细信息
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A causality based dynamic message ordering for DVEs on Wide Area Network
A causality based dynamic message ordering for DVEs on Wide ...
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International Conference on Communication Software and Networks, ICCSN
作者: Hangjun Zhou Sha Fu Key Laboratory of Science and Technology for National Defence of Parallel and Distributed Processing School of Computer Science National University of Defense Technology Changsha Hunan China Department of Information Management Hunan University of Finance and Economics Changsha Hunan China
Due to the large message transmission latency in distributed Virtual Environments(DVEs) on Wide Area Net-work(WAN), the effectiveness of causality consistency control of message ordering is determined by not only caus... 详细信息
来源: 评论