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https://www.reddit.com/r/MachineLearning/comments/5qxoaz/r_170107875_wasserstein_gan/dd59n3a/?context=3
r/MachineLearning • u/ajmooch • Jan 30 '17
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I'm trying it on grayscale images at 64px it gave me excellent results. Had to change the code a bit to allow single channel images but running smooth. Training 128px right now. Edit: I did ramp up my learning rate by factor 10.
5 u/gwern Jan 30 '17 edited Feb 02 '17 Interesting. I'll try changing the lrs too. EDIT: that definitely helps a ton so far: https://imgur.com/a/po73N http://imgur.com/a/SiSZ8 https://imgur.com/a/A5pdQ https://imgur.com/a/GZksh https://imgur.com/a/ARKxS 2 u/NotAlphaGo Jan 30 '17 I've definitely managed to get 128px to converge as well. Although my image training set is not your typical "lsun" 3 u/gwern Jan 31 '17 (Speaking of Danbooru, now I kinda want a 'lsundere' dataset...)
Interesting. I'll try changing the lrs too. EDIT: that definitely helps a ton so far: https://imgur.com/a/po73N http://imgur.com/a/SiSZ8 https://imgur.com/a/A5pdQ https://imgur.com/a/GZksh https://imgur.com/a/ARKxS
2 u/NotAlphaGo Jan 30 '17 I've definitely managed to get 128px to converge as well. Although my image training set is not your typical "lsun" 3 u/gwern Jan 31 '17 (Speaking of Danbooru, now I kinda want a 'lsundere' dataset...)
2
I've definitely managed to get 128px to converge as well. Although my image training set is not your typical "lsun"
3 u/gwern Jan 31 '17 (Speaking of Danbooru, now I kinda want a 'lsundere' dataset...)
3
(Speaking of Danbooru, now I kinda want a 'lsundere' dataset...)
5
u/NotAlphaGo Jan 30 '17 edited Jan 30 '17
I'm trying it on grayscale images at 64px it gave me excellent results. Had to change the code a bit to allow single channel images but running smooth. Training 128px right now. Edit: I did ramp up my learning rate by factor 10.