Loss functions of every step about lightweight-gan

[MartimQS]

Yes, that’s what I had in mind and the it is reason why I wanted to log the values for the losses and take a look at the development of the values over time to see how they behave

[Mut1nyJD]

Losses in GANs fluctuate all the time you have to look at the long duration as over a short period they don't tell you anything, So if the magnitude in general does decline slowly if it instead goes up and up over time then you have a problem.

[radeonthe1st]

I'm quite a newbie at GitHub so I'm not sure if doing this is right, but I would like to poke this issue, since this is a problem I'm having right now. I need to be able to log the progress of the GAN so that I can at least plot it.

Any idea on how to get this done?

[jonas-klesen]

I'm quite a newbie at GitHub so I'm not sure if doing this is right, but I would like to poke this issue, since this is a problem I'm having right now. I need to be able to log the progress of the GAN so that I can at least plot it.

Any idea on how to get this done?

Probably best to use tensorboard:

1. Clone repo, make sure you can run the code from the source
2. install tensorboard with pip or conda
3. import tensorboard at the top of the lighweight_gan.py file
4. Add your logging code here (i think):

   lightweight-gan/lightweight_gan/lightweight_gan.py

   Line 1213 in 49c4b27
5. Start tensorboard from terminal and open it in the browser (you can find plenty of info online)

All the best in your voyages!