Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Sample images get distorted after a while #137

Open
Bs990 opened this issue Apr 27, 2023 · 0 comments
Open

Sample images get distorted after a while #137

Bs990 opened this issue Apr 27, 2023 · 0 comments

Comments

@Bs990
Copy link

Bs990 commented Apr 27, 2023

Hi,
When I train with dreambooth my sample images get distorted after ~8000 steps even though I don't get any errors or high loss rate (~0.115). I tried training with xformers 0.16 and latest version of xformers with pytorch 2.0. I had the same issue with both.
1200 steps:
CafAnime_20230427124705_002400_00_420420
2400 steps:
CafAnime_20230427121508_001200_00_420420
8640 steps:
CafAnime_20230427154118_008640_00_420420

Constant with warmup (%10)
LR: 0.0000015
Noise offset 0.1
Xformers & memory efficient attention
Flip augmentation
fp16
AdamW8Bits
6 epoch 12 steps per file

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant