Let’s start with data flow graphs, which underpin TensorFlow’s architecture. Understand data flow graphs A data flow graph is a kind of directed graph describing a mathematical computation.

Now more platform than toolkit, TensorFlow has made strides in everything from ease of use to distributed training and deployment The importance of machine learning and deep learning is no longer ...

IntroductionTensorFlow* is a leading deep learning and machine learning framework, and as of May 2017, it now integrates optimizations for Intel® Xeon® processors and Intel® Xeon Phi™ processors.

Graph Optimizations. We introduced a number of graph optimization passes to: 1. Replace default TensorFlow operations with Intel optimized versions when running on CPU.