Pytorch-VAE-tutorial icon indicating copy to clipboard operation
Pytorch-VAE-tutorial copied to clipboard
verified publisher icon Jackson-Kang

Loss value

Open CIntellifusion opened this issue 1 year ago • 1 comments

hey thanks for your implementation. The code works well. But do you have any idea about the loss value which is more than 100? Is it due to the KL divergence?

CIntellifusion avatar May 08 '24 14:05 CIntellifusion

Loss value in VAE is a sum of reconstruction loss (BCE in this repo) and KLD (between learnable distribution and standard normal distribution in this repo). Non of them has to be less then 100.

satyrmipt avatar May 07 '25 06:05 satyrmipt