Exploring TensorFlow Serving
In this chapter, we will start our discussion by looking at a few model-serving tools. We will cover only a few of the many available tools over the next few chapters. In this chapter, we will talk about TensorFlow Serving. TensorFlow Serving is a high-performance tool for serving machine learning models. Though it is mainly used for serving TensorFlow models, it can easily be extended to other kinds of models.
At a high level, we are going to cover the following main topics in this chapter:
- Introducing TensorFlow Serving
- Using TensorFlow Serving to serve models