The results are not good

[junsukchoe]

Hi,

I download your network and train it but the results are not good.
My results are so blurry and not human-like.

How many epochs are needed to converge?
I observed that the results collapse after 70~80 epochs.
All hyper-parameters are same as your version.

Is there any optimization tip?
Any advice would be very helpful.

Thank you.

[timsainb]

Hello gildorgood,
When I ran it, it would take the night to converge to something good on a titanx, not sure how many epochs. You may need to play around with hyperparameters a bit? To optimize it, I was keeping track of how the generator and discriminator loss were competing. From what I've heard from others, things have changed a bit for new Tensorflow versions. Currently with networks that I'm running, I do not use prettytensor at all and instead use Tensorflow built in functions from TF 1.0+:
#4 (comment)
The same goes for optimization.

[junsukchoe]

I appreciate your reply. I still have some issues that I cannot resolve.
If it is not offending, can you please share your pre-trained network?