loss function and the encoder I would say they look probably about the same the same kind of diversity but it is kind of interesting like why why does why does cycle again walk especially like this is highly contrasting with the analysis that we just went through so if I especially if I take a black shoe and then map it to a semantic mask and then map it back then if I get a Y shoe which is a point to here is something that could happen if I get a y shoes back I'm going to incur huge l1 loss because black and white are