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Model Serving with TFX
- mwitiderrick 5y agoIn this article, we will talk about: What is Model Serving? What is TensorFlow Serving? TensorFlow Serving architecture How to set things up with TensorFlow Serving? Installing Docker Installing TensorFlow Serving Building an image classification model Serving a model with TensorFlow Serving Communication protocols Creating gRPC and REST endpoints Making a request to the model Challenges of working with TensorFlow Serving Common errors you might face when working with TensorFlow Serving Best tips, practices, and gotchas when working with Tensorflow Serving