TensorFlow 2 Documentation

Originally posted 2019-05-12


I’ve been putting my technical blogging experience to good use.

For the past 9 months or so, I’ve been working on AutoGraph, one of the marquee features of TensorFlow 2. TF2 is a drastically different system and much of my time has been spent thinking through the best ways to use TF2 as a whole. I wrote up my experiences as an internal doc that became pretty popular. That doc is now public documentation as Effective TensorFlow 2.0. I’ve also written the majority of the official documentation on tf.function and AutoGraph, which includes the quick start and the deep dive.

I hope you find these docs useful!