Modify retrain script to output TFLite compatible quantized models.
-Also fix flaky input name selection introduced by last PR. -Also rely on tf.contrib.quantize to do graph transformations. -Also, update retrain script to use new float mobilenet_v1 and quantized mobilenet_v1 models. PiperOrigin-RevId: 187111533
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