In the research paper on Xavier initialization what is the purpose of putting $n_{in}$ and $n_{out}$ under 2 it just says as a compromise but it is not exactly a harmonic mean or an average it seems random ? [![enter image description here][1]][1]


  [1]: https://i.sstatic.net/eIDQm.png