 Google releases Deep Learning framework TensorFlow as open-source Machine learning powers many Google product features, from speech recognition in the Google app to Smart Reply in Inbox to search in Google Photos. While decades of experience have enabled the software industry to establish best practices for building and supporting products, doing so for services based upon machine learning introduces new and interesting challenges. Today, we announce the release of TensorFlow Serving, designed to address some of these challenges. TensorFlow Serving is a high performance, open source serving system for machine learning models, designed for production environments and optimized for TensorFlow. TensorFlow Serving is ideal for running multiple models, at large scale, that change over time based on real-world data Teach Yourself Deep Learning with TensorFlow and Udacity |