After months in the Alpha state, Google has now released the final stable version of TensorFlow 2.0.
TensorFlow 2.0 aims at providing a easy to use yet flexible and powerful machine learning platform.
The new version also hopes to simplify deployment of TF models to any platform by standardizing the model formats. You will be able to run TensorFlow models on a variety of runtimes, such as using TensorFlow Serving - a flexible, high-performance serving system for machine learning models, designed for production environments -, on browser or through Node.js using TensorFlow.js, and on mobile through TensorFlow Lite.