![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=1738847376-vC93e5Z3vfPzQBfcxg1pWnTacN6cqAWR-0-4e27fc5f80a66d6ed26e1aa2dd0b0267)
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=1738847376-MrZvy3EyGzvUhTiFIPp5e45E4YMjksCG-0-95b15aae9e7734447d82d6a8eca08245)