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Self-Adaptive Task Allocation for Decentralized Deep Learning in Heterogeneous Environments 会议论文
Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE, 线上会议, 2022-7-1至20227-10
作者:  Chao, Yongyue;  Liao, Mingxue;  Gao, Jiaxin;  Li,Guangyao
Adobe PDF(1976Kb)  |  收藏  |  浏览/下载：141/49  |  提交时间：2023/06/19
Multi-Agent Uncertainty Sharing for Cooperative Multi-Agent Reinforcement Learning 会议论文
, 意大利, 2022-07
作者:  Yang GK(杨光开);  Chenhao(陈皓);  Junge Zhang(张俊格);  Qiyue Yin(尹奇跃);  Kaiqi Huang(黄凯奇)
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载：285/61  |  提交时间：2022/07/12
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
作者:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Adobe PDF(4046Kb)  |  收藏  |  浏览/下载：295/32  |  提交时间：2022/06/10
Convolution  Field programmable gate arrays  System-on-chip  Task analysis  Random access memory  Tensors  Memory management  Block convolution  convolutional neural network (CNN) accelerator  field-programmable gate array (FPGA)  memory efficient  off-chip transfer