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IrGEMM: An Input-Aware Tuning Framework for Irregular GEMM on ARM and X86 CPUs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 9, 页码: 1672-1689
作者:  Wei, Cunyang;  Jia, Haipeng;  Zhang, Yunquan;  Yao, Jianyu;  Li, Chendi;  Cao, Wenxuan
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Kernel  Libraries  Computer architecture  Tuning  Layout  Optimization  Codes  Batch GEMM  code generation  compact GEMM  dynamic programming  TSMM  
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1174-1188
作者:  Li, Xiaqing;  Guo, Qi;  Zhang, Guangyan;  Ye, Siwei;  He, Guanhua;  Yao, Yiheng;  Zhang, Rui;  Hao, Yifan;  Du, Zidong;  Zheng, Weimin
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
Deep learning  distributed hyper-parameter tuning (HPT) system  parallel computing  
QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
A2Pt : Anti-Associative Prompt Tuning for Open Set Visual Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 8419-8431
作者:  Ren, Hairui;  Tang, Fan;  Pan, Xingjia;  Cao, Juan;  Dong, Weiming;  Lin, Zhiwen;  Yan, Ke;  Xu, Changsheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Tuning  Neck  Task analysis  Image recognition  Calibration  Visualization  Training  Multi-modality Pre-trained models (PTMs)  open set recognition (OSR)  class-aware representation  anti-associative prompt tuning (A(2)Pt)  
A Fast Precision Tuning Solution for Always-On DNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1236-1248
作者:  Wang, Ying;  He, Yintao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：35/0  |  提交时间：2022/12/07
Computer architecture  Neural networks  Computational modeling  Approximate computing  Tuning  Switches  Microprocessors  Always-on  CNN  computing-in-memory (CiM)  resistive RAM  
ClassyTune: A Performance Auto-Tuner for Systems in the Cloud 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2022, 卷号: 10, 期号: 1, 页码: 234-246
作者:  Zhu, Yuqing;  Liu, Jianxun
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Performance tuning  auto-tuning  autotuner  data-driven tuning  experience-driven tuning  performance modeling  
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：51/0  |  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  
pDeepXL: MS/MS Spectrum Prediction for Cross-Linked Peptide Pairs by Deep Learning 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2021, 卷号: 20, 期号: 5, 页码: 2570-2582
作者:  Chen, Zhen-Lin;  Mao, Peng-Zhi;  Zeng, Wen-Feng;  Chi, Hao;  He, Si-Min
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
cross-linking mass spectrometry  spectrum prediction  deep learning  transfer learning  online fine-tuning  
Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 卷号: 30, 期号: 12, 页码: 2879-2895
作者:  Han, Rui;  Liu, Chi Harold;  Zong, Zan;  Chen, Lydia Y.;  Liu, Wending;  Wang, Siyi;  Zhan, Jianfeng
收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10
Resource management  Scheduling  Google  Yarn  Tuning  Facebook  Task analysis  Cloud datacenter  cluster scheduler  configuration  job latency  YARN  
Design and Implementation of Adaptive SpMV Library for Multicore and Many-Core Architecture 期刊论文
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2018, 卷号: 44, 期号: 4, 页码: 25
作者:  Tan, Guangming;  Liu, Junhong;  Li, Jiajia
收藏  |  浏览/下载：63/0  |  提交时间：2019/12/10
Sparse matrix vector multiplication  auto-tuning  multicore  machine learning