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MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 页码: 11
作者:  Huang, Haitong;  Liu, Cheng;  Xue, Xinghua;  Liu, Bo;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Biological neural networks  Hardware  Reliability  Computational modeling  Neural networks  Fault tolerant systems  Fault tolerance  Fault evaluation  fault injection  fault simulation  multiresolution  neural network reliability  
Towards connection-scalable RNIC architecture 期刊论文
JOURNAL OF SUPERCOMPUTING, 2024, 页码: 25
作者:  Kang, Ning;  Wang, Zhan;  Yang, Fan;  Ma, Xiaoxiao;  Ma, Zhenlong;  Yuan, Guojun;  Tan, Guangming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Architecture design  Network Interface Card (NIC)  Remote Direct Memory Access (RDMA)  Scalability problem  
Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
Improving Utilization of Dataflow Unit for Multi-Batch Processing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Fan, Zhihua;  Li, Wenming;  Wang, Zhen;  Yang, Yu;  Ye, Xiaochun;  Fan, Dongrui;  Sun, Ninghui;  An, Xuejun
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Utilization  network-on-chip  decoupled architecture  batch processing  
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Wang, Xueying;  Li, Guangli;  Jia, Zhen;  Feng, Xiaobing;  Wang, Yida
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning  winograd convolution  low-precision computation  
Fast and scalable all-optical network architecture for distributed deep learning 期刊论文
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2024, 卷号: 16, 期号: 3, 页码: 342-357
作者:  Li, Wenzhe;  Yuan, Guojun;  Wang, Zhan;  Tan, Guangming;  Zhang, Peiheng;  Rouskas, George N.
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Collaboration of Heterogeneous Edge Computing Paradigms: How to Fill the Gap Between Theory and Practice 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2024, 卷号: 31, 期号: 1, 页码: 110-117
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Pan, Zhengang;  Zhang, Haoyue
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Cloud computing  Delays  Collaboration  Edge computing  Uplink  Energy consumption  Task analysis  
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network 期刊论文
MACHINE LEARNING, 2024, 页码: 14
作者:  Pei, Songwen;  Wang, Jiyao;  Zhang, Bingxue;  Qin, Wei;  Xue, Hai;  Ye, Xiaochun;  Chen, Mingsong
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Big data  Compression  Deep learning  Pseudo-mean mixed-precision quantization  Pruned neural network  
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Huang, Nisha;  Zhang, Yuxin;  Tang, Fan;  Ma, Chongyang;  Huang, Haibin;  Dong, Weiming;  Xu, Changsheng
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Arbitrary image stylization  diffusion  textual guidance  neural network applications  
Distributed Network Telemetry With Resource Efficiency and Full Accuracy 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16
作者:  Sun, Haifeng;  Huang, Qun;  Lee, Patrick P. C.;  Bai, Wei;  Zhu, Feng;  Bao, Yungang
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Telemetry  Control systems  Collaboration  Monitoring  Measurement uncertainty  Data centers  Bandwidth  Network measurement  distributed systems  telemetry language