This hackweek I’ve been playing a bit around with my desktop computer which has AMD Radeon 6600 XT graphics card which is based on the RDNA2 architecture. The idea was to find a way to utilize it for Stable Diffusion Version 2 latent text-to-image diffusion model without invading the host too much with randomly downloaded modules, but still using the GPU for computing. The graphics card has “only” 8GB RAM which is apparently only a starter amount in this field, so I needed to also check if that’s enough.

I’ve had a somewhat recent AMD Radeon RX 560 graphics card in my Mini-ITX PC for over a year already, and one long term interest I have would be to be able to enhance old videos. Thanks to Hackweek I could look at this as one of the things that I’ve waited to have time for. In recent years there have been approaches to use eg neural networks to do super resolution handling of photos and also videos, so that there would be more actual details and shapes than what would be possible via normal image manipulation.