tring to reconstrace paper results

[orydatadudes]

Thank you for your great work i am trying to train ( fine tune ) my own model i am running on CelebA-HQ dataset and i try to train my models for changing a face into Neanderthal/pixar but i get bad results

my configuration for Neanderthal fine tuning: mode = "clip_finetune_eff" #"can't run with clip_finetune - gpu memory error" exp = './runs/finetune_Neanderthal' edit_attr = "neanderthal" n_train_img = 50 n_test_img = 10 n_iter = 50 t_0 = 500 n_inv_step = 40 n_train_step = 6 n_test_step = 40 lr_clip_finetune = 8e-6 id_loss_w = 0 l1_loss_w = 1

the results i get :

after 5 epochs (train):

after 8 epochs :

after 10 epochs :

after 12 epochs :

same happen for pixar ( change edit_attr = "pixar" ) after 5 epochs:

after 10 epochs :

after 15 epochs :

what i am doing wrong ? thank you

[tsa18]

Thank you for your great work i am trying to train ( fine tune ) my own model i am running on CelebA-HQ dataset and i try to train my models for changing a face into Neanderthal/pixar but i get bad results

my configuration for Neanderthal fine tuning: mode = "clip_finetune_eff" #"can't run with clip_finetune - gpu memory error" exp = './runs/finetune_Neanderthal' edit_attr = "neanderthal" n_train_img = 50 n_test_img = 10 n_iter = 50 t_0 = 500 n_inv_step = 40 n_train_step = 6 n_test_step = 40 lr_clip_finetune = 8e-6 id_loss_w = 0 l1_loss_w = 1

the results i get :

after 5 epochs (train):

after 8 epochs :

after 10 epochs :

after 12 epochs :

same happen for pixar ( change edit_attr = "pixar" ) after 5 epochs:

after 10 epochs :

after 15 epochs :

what i am doing wrong ? thank you

Maybe you should set n_iter=1?

[wzr1201]

have you obtain good results finally, i also get bad results

[TerryMelody]

have you obtain good results finally, i also get bad results

I use "clip_finetune" instead of "clip_finetune_eff", the results are better.