pengxin99 commented on issue #12612: cannot converge use the dcgan with mnist 
and cifar10 dataset?
URL: 
https://github.com/apache/incubator-mxnet/issues/12612#issuecomment-424646522
 
 
   
![fake_img_iter_19500](https://user-images.githubusercontent.com/28485566/46070249-df9f5980-c1af-11e8-8739-f260b0e583cf.png)
   
![fake_img_iter_21700](https://user-images.githubusercontent.com/28485566/46070252-df9f5980-c1af-11e8-8025-d59d8c558165.png)
   this is the generated images, the mnist pic generated at iter 21700, and the 
cifar10 at 19500.
   
   the code is 
[https://github.com/ThomasDelteil/incubator-mxnet/blob/master/example/gluon/dcgan.py](mxnet/example/gluon/dcgan.py),
 i only record the loss of generator and discriminator, then draw them.

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