![Hands-On Mathematics for Deep Learning](https://wfqqreader-1252317822.image.myqcloud.com/cover/81/36698081/b_36698081.jpg)
上QQ阅读APP看书,第一时间看更新
Trace
Given an n×n matrix A, the sum of all the entries on the diagonal is called the trace. We write it like so:
![](https://epubservercos.yuewen.com/FF11E0/19470372701459106/epubprivate/OEBPS/Images/Chapter_418.jpg?sign=1738886038-xCVHY5T0kSnaV77SqbVuViVBlxHhQqm1-0-ad73b02b75ec19524cec900ac87c5fc1)
The following are four important properties of the trace:
A very interesting property of the trace is that it is equal to the sum of its eigenvalues, so that the following applies:
![](https://epubservercos.yuewen.com/FF11E0/19470372701459106/epubprivate/OEBPS/Images/Chapter_804.jpg?sign=1738886038-2b0O4jP9LrFJMexUQ1FHYOIkcZkfR3q2-0-15818e2a6fe0e5a14fd55382880832e3)