Add "Progressive Growing of GANs" (ProGAN) model #1105
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I've decided to add a new model to the framework - an implementation of the paper "Progressive Growing of GANs": https://arxiv.org/abs/1710.10196.
It's basically a GAN that generates images from a random noise with a support of high resolution images by training G and D nets progressively. I've decided to post a PR because found it easily to implement it inside this repo's framework so it fits it very well (despite the name of repo :)
Please note that PR contains changes from PR #1090 with NVIDIA apex because larger batch sizes are prefered.