search

ariel415el / SimplePytorch-ALAE

Implementation of Adverserial autoencoders
11 stars 1 forks source link

Difference with the official implementation? #4

Open kai-wen-yang opened 2 years ago

kai-wen-yang commented 2 years ago

Hi, thanks for the magnificent reproduction first. Would you please provide a summary of difference between this reproduction and the official implementation? Are them exactly the same in model, optimizer and scheduler? I want to use your reproduction on my own dataset and I want to know the difference, thanks!

ariel415el commented 2 years ago

Hi @kai-wen-yang

Sorry I don't think i'll be able to do so but i will be glad if you shared such a comparison if you did.

I wrote this implementation of the ALAE paper since the official implementation was too complicated and badly written for me. I did consult it while implementing and I can tell you that it deviates from what's written in the paper as well.

I also consulted some PGGan implementations (see credits in the Readme). so some of the hyper parameters or code may have originated from there