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                                            arshagarwal

Added Random Normal Init and fixed optimizer hyperparameters

In response to the discussions in this [pull request](https://github.com/tensorflow/docs/pull/1643), this pull request adds Random normal initializer with mean 0 and std-dev 1, and fixes the optimizer hyper-parameters as per DC-GAN...

cla: yes

review in progress