Add layer_norm op to contrib.layers. (#3671)
* Add layer_norm op to contrib.layers. * Fix unit tests for layer_norm op. * Remove the epsilon parameter and change defaults for the layer_norm op. * Add unit test on 4-D input tensor for the layer_norm op. * Address code review comments for #3671.
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