About training loss

[wideawaker]

Hi,
Thank you for your work. I have a question. Can we get some information from the loss curve during training? What is the normal loss curve like during training? How can I tell the training is not convergent according to the loss curve?

[Yifan Jiang]

The VGG loss is increasing while the adversarial loss is decreasing during training stage. There is no typical signal to show whether a GAN model converges.

[wideawaker]

So, 'The VGG loss is increasing while the adversarial loss is decreasing during training stage. ' means the model is not convergent ?

[Yifan Jiang]

on this case and dataset it is not