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CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
Authors:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
Favorite  |  View/Download:8/0  |  Submit date:2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search 会议论文
, Glasgow, United Kingdom, 19-24 July 2020
Authors:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
View  |  Adobe PDF(862Kb)  |  Favorite  |  View/Download:39/12  |  Submit date:2020/10/27
evolutionary algorithm, mixed precision quantization, network compression, deep learning  
CNQ:Compressor-Based Non-uniform Quantization of Deep Neural Networks 期刊论文
Chinese Journal of Electronics, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
Authors:  Yuan Yong;  Chen Chen;  Hu Xiyuan;  Peng Silong
Favorite  |  View/Download:23/0  |  Submit date:2021/03/15
Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
无权访问的条目 会议论文
Authors:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
Adobe PDF(677Kb)  |  Favorite  |  View/Download:134/43  |  Submit date:2019/09/25
无权访问的条目 会议论文
Authors:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
Adobe PDF(412Kb)  |  Favorite  |  View/Download:109/27  |  Submit date:2019/09/25