The SDXL VAE overflow that decoded black images in fp16

TL;DR: The SDXL VAE decoder pushes activations past 65504, the max value fp16 can hold, so the last decode step overflows to inf and you get a fully black image. At Photoroom we hit this on roughly 1 ...