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PIMCOMP: An End-to-End DNN Compiler for Processing-In-Memory Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 5, 页码: 1745-1759
作者:  Sun, Xiaotian;  Wang, Xinyu;  Li, Wanqian;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
Hardware  Optimization  Artificial neural networks  Pipelines  Parallel processing  Biological system modeling  Resource management  Adaptation models  Scheduling  Memory management  Deep neural network (DNN)  end-to-end compiler  processing-in-memory (PIM) accelerator  system-level optimization  
29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 5, 页码: 1634-1648
作者:  Wang, Xun;  Meng, Xiangyu;  Guo, Zhuoqiang;  Li, Mingzhen;  Liu, Lijun;  Li, Mingfan;  Xiao, Qian;  Zhao, Tong;  Sun, Ninghui;  Tan, Guangming;  Jia, Weile
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Atoms  Accuracy  Supercomputers  Optimization  Artificial neural networks  Force  Training  Fitting  Predictive models  Nuclear power generation  High Performance Computing  Molecular Dynamics  DeePMD  Parallel Optimization  New Sunway Supercomputer  
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 6, 页码: 830-847
作者:  Cheng, Long;  Gu, Yan;  Liu, Qingzhi;  Yang, Lei;  Liu, Cheng;  Wang, Ying
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Computational modeling  Hardware  Artificial neural networks  Optimization  Internet of Things  Adaptation models  Data models  AIoT devices  DNN inference  model compression  parallel computing  performance optimization  survey  
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载：59/0  |  提交时间：2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods  
AccSMBO:一种基于超参梯度和元学习的SMBO加速算法 期刊论文
计算机研究与发展, 2020, 卷号: 57, 期号: 12, 页码: 2596
作者:  程大宁;  张汉平;  夏粉;  李士刚;  袁良;  张云泉
收藏  |  浏览/下载：28/0  |  提交时间：2024/05/20
AutoML  SMBO  black box optimization  hypergradient  metalearning  parallel resource allocation  AutoML技术  SMBO算法  黑箱调优算法  超参梯度  元学习  并行资源调度  
Fast Data-Obtaining Algorithm for Data Assimilation with Large Data Set 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 页码: 21
作者:  Xiao, Junmin;  Zhang, Guizhao;  Gao, Yanan;  Ho, Xuehai;  Tan, Guangming
收藏  |  浏览/下载：65/0  |  提交时间：2020/12/10
Data assimilation  I  O optimization  Communication optimization  Parallel implementation  Domain localization  
A Consensus Framework of Distributed Multiple-Tilt Reconstruction in Electron Tomography 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2019, 页码: 11
作者:  Wang, Zihao;  Zhang, Jingrong;  Gao, Weifang;  Liu, Zhiyong;  Wan, Xiaohua;  Zhang, Fa
收藏  |  浏览/下载：62/0  |  提交时间：2020/12/10
consensus optimization  cryoelectron tomography  multiple-tilt reconstruction  parallel computing  TxBR  
Automatic performance debugging of SPMD-style parallel programs 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2011, 卷号: 71, 期号: 7, 页码: 925-937
作者:  Liu, Xu;  Zhan, Jianfeng;  Zhan, Kunlin;  Shi, Weisong;  Yuan, Lin;  Meng, Dan;  Wang, Lei
收藏  |  浏览/下载：85/0  |  提交时间：2019/12/16
SPMD parallel programs  Automatic performance debugging  Performance bottleneck  Root cause analysis  Performance optimization  
Integrating parallelizing compilation technologies for SMP clusters 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2005, 卷号: 20, 期号: 1, 页码: 125-133
作者:  Feng, XB;  Chen, L;  Wang, YR;  An, XM;  Ma, L;  Sang, CL;  Zhang, ZQ
收藏  |  浏览/下载：49/0  |  提交时间：2019/12/16
compiler  optimization  parallel system