Create documentation for retrain.py to describe addition of fixed point layer.
Add Readme file to tf.contrib.quantize to provide an overview of fake quantization PiperOrigin-RevId: 175345154
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Add Readme file to tf.contrib.quantize to provide an overview of fake quantization PiperOrigin-RevId: 175345154