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# System prepended metadata

title: ARAE Code Note

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# ARAE Code Note
AutoEncoder Structure (2 Style)
![](https://i.imgur.com/Zdr54KG.png)
### train_ae 
1. Reconstruction loss
![](https://i.imgur.com/gW0eUcQ.png)
CrossEntropy( [Input0, Input1, ….], [Out0, Out1, ….] )
### train_classifier
2. Style loss
CrossEntropy( Train1 data, 1 )
CrossEntropy( Train0 data,  2)
### GAN related code
3. GAN loss
![](https://i.imgur.com/LEnMijI.png)