Have you ever encountered this phenomenon: attr loss down to near 0 and rec loss keeps at 0.01 and doesn't got down?
buzhangjiuzhou opened this issue · comments
Hi, I think your model has a problem with mode collapse.
I think we bumped into each other. G or D no longer competitive learning and fell into the wrong minima.
It is thought that a problem occurs when the batch_size is set small or the dataset is small while the capacity of the model is high.
How about increasing the data size or increasing the batch_size?
Or I think it would be good to find various solutions on Google.
Hi, I think your model has a problem with mode collapse. I think we bumped into each other. G or D no longer competitive learning and fell into the wrong minima.
It is thought that a problem occurs when the batch_size is set small or the dataset is small while the capacity of the model is high.
How about increasing the data size or increasing the batch_size? Or I think it would be good to find various solutions on Google.
I realized the problem and decreased the learning rate(because of the limitation of devices I can access).
It helped.