Global Sparse Momentum SGD for Pruning Very Deep Neural Networks 论文阅读笔记

时间 2020-12-30

标签论文阅读繁體版

原文原文链接

Global Sparse Momentum SGD for Pruning Very Deep Neural Networks Introduction 这篇论文来自NIPS19，虽然做的是非结构化的剪枝，但是可以直接迁移到结构化剪枝上去做。这篇paper的方法我觉得是非常简单奏效的，作者提出了将网络中的权重动态地进行分类，在一个batch的训练中，用一阶泰勒展开来判断对一个权重进行剪枝会对最终

>>阅读原文<<

1. 论文笔记——Channel Pruning for Accelerating Very Deep Neural Networks
2. Channel Pruning for Accelerating Very Deep Neural Networks 论文笔记
3. Channel Pruning for Accelerating Very Deep Neural Networks论文笔记
4. 【论文阅读笔记】Data-Driven Sparse Structure Selection for Deep Neural Networks
5. Channel Pruning for Accelerating Very Deep Neural Networks
6. 【模型压缩】Channel Pruning for Accelerating Very Deep Neural Networks算法笔记
7. Machine Learning & Deep Learning 论文阅读笔记
8. 论文阅读笔记--VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
9. 论文阅读：Deep Neural Networks for Object Detection
10. 【论文阅读笔记】ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
更多相关文章...
• RSS 阅读器 - RSS 教程
• PHP 实例 - AJAX RSS 阅读器 - PHP教程
• Tomcat学习笔记（史上最全tomcat学习笔记）
• JDK13 GA发布：5大特性解读

最新文章

1. gitlab4.0备份还原
2. openstack
3. 深入探讨OSPF环路问题
4. 代码仓库-分支策略
5. Admin-Framework（八）系统授权介绍
6. Sketch教程|如何访问组件视图?
7. 问问自己，你真的会用防抖和节流么？？？？
8. [图]微软Office Access应用终于启用全新图标 Publisher已在路上
9. 微软准备淘汰 SHA-1
10. 微软准备淘汰 SHA-1

本站公众号

欢迎关注本站公众号,获取更多信息

1. 论文笔记——Channel Pruning for Accelerating Very Deep Neural Networks
2. Channel Pruning for Accelerating Very Deep Neural Networks 论文笔记
3. Channel Pruning for Accelerating Very Deep Neural Networks论文笔记
4. 【论文阅读笔记】Data-Driven Sparse Structure Selection for Deep Neural Networks
5. Channel Pruning for Accelerating Very Deep Neural Networks
6. 【模型压缩】Channel Pruning for Accelerating Very Deep Neural Networks算法笔记
7. Machine Learning & Deep Learning 论文阅读笔记
8. 论文阅读笔记--VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
9. 论文阅读：Deep Neural Networks for Object Detection
10. 【论文阅读笔记】ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

>>更多相关文章<<