x.mean() output nan, because it has both negative and positive values, which will accumulate to Inf and -Inf and that’s why there’s nan in the tensor. Otherwise, at worst, there will be Inf instead of nan.
Could you try it again with this link? The link above is fine, I can download it without any problem.
https://cowtransfer.com/s/593ab3ca8d3946 2