What is the size of the GPU needed to train the Villain model?
I'm not sure whether 8GB of GPU is enough or do I need something bigger?
The place to discuss Faceswap and Deepfakes
https://forum.faceswap.dev/
I'm not sure whether 8GB of GPU is enough or do I need something bigger?
I have trained Villain at a very low batchsize (4 iirc) on a GTX 1080.
This was on Linux, so will be tougher with Windows, which holds back more of your GPU RAM.
You should be able to get it going with some of the VRAM saving options though.
FYI
Windows, 32Gb
4 batch size with single GTX1070ti (8GB)
8 batch size with 2 x 1070ti's in SLI. (16GB)
Takes a long time !
How do you know when Villain has achieved convergence and can it handle 512px?
See the training guide. Specifically the section "Monitoring Training". viewtopic.php?f=6&t=146#monitor
No. It's a 128px model