![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.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/issues/12612 ]
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