why the prototype are normalized?

[coderSkyChen]

Hi,
In paper, the pseudo-code shows the prototypes are normalized. But why? Could u show me some clues？

[Pangoraw]

I think this is so that z @ C.T gives the cosine similarity and can be used in the Sinkhorn-Knopp algorithm.