Analysis of Computational Complexity and Space Complexity (NN algorithem)

时间 2021-01-04

标签 cnn-人脸识别繁體版

原文原文链接

convolution layer 对于卷积层，每个输入的特征图有一个大小为 Fw∗Fh 的卷积核，并产生 Wcout∗Hcout 大小的输出特征图。同时输入输出特征图数量分别为 Nin,Ncout 对于每个元素需要乘法和加法两种操作，则卷积层所有的操作为 Cconv=2∗Nin∗Fw∗Fh∗Wcout∗Hcout∗Ncout relu激活层对于RELU激活层，则对于每个单元，仅有一个操作（比较

>>阅读原文<<

1. Time and Space Complexity of Recursive Algorithms
2. Note1 for Complexity of algorithms of optimization problems
3. Problem complexity and method efficiency in optimization
4. Instant Complexity - POJ1472
5. Radermacher Complexity
6. The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near
7. Python-nowcoder Zero-complexity Transposition
8. [codility] Lesson 1 Time Complexity
9. Computational Models for Social and Information Network Analysis
10. 读《Graphic Complexity Index》白皮书
更多相关文章...
• XSLT 和元素 - XSLT 教程
• XSLT 元素 - XSLT 教程
• RxJava操作符（七）Conditional and Boolean
• 为了进字节跳动，我精选了29道Java经典算法题，带详细讲解

最新文章

1. Window下Ribbit MQ安装
2. Linux下Redis安装及集群搭建
3. shiny搭建网站填坑战略
4. Mysql8.0.22安装与配置详细教程
5. Hadoop安装及配置
6. Python爬虫初学笔记
7. 部署LVS-Keepalived高可用集群
8. keepalived+mysql高可用集群
9. jenkins 公钥配置
10. HA实用详解

本站公众号

欢迎关注本站公众号,获取更多信息

1. Time and Space Complexity of Recursive Algorithms
2. Note1 for Complexity of algorithms of optimization problems
3. Problem complexity and method efficiency in optimization
4. Instant Complexity - POJ1472
5. Radermacher Complexity
6. The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near
7. Python-nowcoder Zero-complexity Transposition
8. [codility] Lesson 1 Time Complexity
9. Computational Models for Social and Information Network Analysis
10. 读《Graphic Complexity Index》白皮书

>>更多相关文章<<