Question about the loss on SDF

[XLechter]

Thanks for your great work first. In the SDF experiments, I am confused about why the the norm of spatial gradients should to be 1 almost everywhere. Can you give me a Intuitive explanation? Thanks so much!

[simesgreen]

It's a property of signed distance fields that the gradient is always unit length, you can also think of this as the surface normal.