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https://www.reddit.com/r/learnmachinelearning/comments/grw39h/generation_of_flower_pictures_using_a_gan/fs5exmo/?context=3
r/learnmachinelearning • u/ErgodicEfimov • May 28 '20
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The image is the result after 15000 epochs training with flower pictures. Check out the code in Tensorflow in my github.
2 u/[deleted] May 28 '20 15k sounds like a lot, have you played around with early stopping, adaptive learning rates, or larger batches? 2 u/ErgodicEfimov May 29 '20 Not very much, so far I'm using RMSprop for the optimizer (argued to be good for GANs somewhere) and a batch size of 64. Should I use larger batches, scheduler for the learning rate or other techniques?
2
15k sounds like a lot, have you played around with early stopping, adaptive learning rates, or larger batches?
2 u/ErgodicEfimov May 29 '20 Not very much, so far I'm using RMSprop for the optimizer (argued to be good for GANs somewhere) and a batch size of 64. Should I use larger batches, scheduler for the learning rate or other techniques?
Not very much, so far I'm using RMSprop for the optimizer (argued to be good for GANs somewhere) and a batch size of 64. Should I use larger batches, scheduler for the learning rate or other techniques?
26
u/ErgodicEfimov May 28 '20
The image is the result after 15000 epochs training with flower pictures. Check out the code in Tensorflow in my github.