Nomos8k_span_otf_strong
I release my span otf series: They come in three variations: weak, middle, and strong. Mainly meant for photos (can be tried on other things of course).
(Also there is a non-otf span model I had been working on simultaneously that I will release shortly, should give better results on less degraded input in comparison to this span otf series)
Basically I trained the otf_strong for 90k iter and then medium and weak based off that, with some more training to de-learn (tone down) the (too?) strong degradations. Used discrim resets to correct occuring colorloss in all of them. gt size was for the most part 512 with batch 9 (since i hoped it would give better results) with 0.55 it/s training speed (first 40k at the beginning were gt size 256 with batch 20 with 0.58 it/s).
Architecture | SPAN |
---|---|
Scale | 4x |
Color Mode | |
License | CC-BY-4.0 Private use Commercial use Distribution Modifications Credit required State Changes No Liability & Warranty |
Date | 2023-12-09 |
Dataset size | 8507 |
Training iterations | 90000 |
Training epochs | 26 |
Training batch size | 9 |
Training HR size | 256 |
Training OTF | Yes |