Unable to reproduce results

[aisagarw]

Hi, I have been trying to generate results (diff_style) using the test images available for afhq dog dataset.. I downloaded the afhqdog_pt2 checkpoint from the provided link. Attaching the results I am getting for these test images for the diffstyle case. I wanted to understand what could be the possible reasons for this. Maybe I am missing out on setting certain hyperparameters? Would appreciate any help in fixing the issue. Thanks in advance!

[curryjung]

I'm not sure but I guess that excessive gamma value could be the reason. The best hyperparameter can be different depending on what pretrained model is in use.

[aisagarw]

Can you please tell me which variable in your code refers to gamma? I can see only _schgamma

[curryjung]

I meant "hs_coeff"!

Probably 0.3~0.4 would be the best.

Thanks

[aisagarw]

Thanks! That helped in improving the results. Another doubt I have is - which argument in main.py refers to t_boost?

[curryjung]

Sorry for the confusion.

't_boost' is 't_noise' in main.py!

[aisagarw]

sure, thanks!