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serving/README.md
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-#Real-time inference with TensorFlow Serving
+# Real-time inference with TensorFlow Serving
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**Note**: TensorFlow serving Python api only works under Python2.7.
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+**Note**: this code is currently in a local `realtime_inference` branch, so you would need to:
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+```bash
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+git checkout realtime_inference
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+python setup.py install
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+```
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-This assumes you have trained a model following:
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+This assumes you have already pre-trained a model following this tutorial:
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https://github.com/PPPLDeepLearning/plasma-python/blob/master/docs/PrincetonUTutorial.md
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## Configure serving
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