White-box-Cartoonization icon indicating copy to clipboard operation
White-box-Cartoonization copied to clipboard
verified publisher icon SystemErrorWang

Question about the training schedule

Open zhaowt61 opened this issue 5 years ago • 4 comments

Hi, I am wondering how many iterations does it take the achieve the showed results? I am using exactly the same training settings along with the dataset provided by the author. Thanks!

zhaowt61 avatar Aug 01 '20 05:08 zhaowt61

@zhaowt61 Checkpoint provided in this repo was trained for 34000 iterarion

SystemErrorWang avatar Aug 01 '20 17:08 SystemErrorWang

@SystemErrorWang why didn't I reproduce the result after 30k iterations by using exactly the same traning settings? Is it because each different initialization gives us different performance?

zhaowt61 avatar Aug 01 '20 17:08 zhaowt61

There are lots of stripes on human faces along with green strips on backgrounds at 30k iterations.

zhaowt61 avatar Aug 01 '20 17:08 zhaowt61

@zhaowt61 Maybe pixel overflow, try adding a tanh layer after the genenrator network

SystemErrorWang avatar Aug 24 '20 05:08 SystemErrorWang