A SIMD-aware pruning technique for convolutional neural networks with multi-sparsity levels

Author:

Jang Jeonggyu1,Choi Kyusik1,Yang Hoeseok1

Affiliation:

1. Ajou University, Suwon, Republic of Korea

Funder

Korea government (MSIT)

Publisher

ACM

Reference8 articles.

1. Priority Neuron: A Resource-Aware Neural Network for Cyber-Physical Systems

2. Song Han Jeff Pool John Tran and William Dally. 2015. Learning both weights and connections for efficient neural network. In Advances in neural information processing systems. 1135--1143. Song Han Jeff Pool John Tran and William Dally. 2015. Learning both weights and connections for efficient neural network. In Advances in neural information processing systems. 1135--1143.

3. NestedNet: Learning Nested Sparse Structures in Deep Neural Networks

4. Hao Li Asim Kadav Igor Durdanovic Hanan Samet and Hans Peter Graf. 2016. Pruning filters for efficient convnets. arXiv preprint arXiv:1608.08710 (2016). Hao Li Asim Kadav Igor Durdanovic Hanan Samet and Hans Peter Graf. 2016. Pruning filters for efficient convnets. arXiv preprint arXiv:1608.08710 (2016).

5. Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. arXiv e-prints Article arXiv:1409.1556 (Sep 2014) arXiv:1409.1556 pages. arXiv:cs.CV/1409.1556 Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. arXiv e-prints Article arXiv:1409.1556 (Sep 2014) arXiv:1409.1556 pages. arXiv:cs.CV/1409.1556

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3