Bad looking losses

[PierreBoyeau]

Good Morning!

I am trying to reproduce the very nice results you have in your tutorial but my training do not go as well when I execute python adversarial_autoencoder.py

Here are the losses I obtain:

I tried basically to decrease the learning rate without effect.
Can you help me?

Thanks in advance,

Pierre

[dmelladoc]

Have you modified anything besides the learning rate?
Are you running on GPU or CPU?

Because those two things might have had an effect on why you got those losses...

[Naresh1318]

Hey! Did you try looking at the generated images on Tensorboard?

[mszeto715]

Naresh, Thank you for writing your tutorial on AAEs. It's been very helpful. Unfortunately, I am running into the same problem as Pierre. See my scalar values below. Any insight you might have? Did you train for 1000 epochs or 300?

Thanks.
-Mimi