TFTCP

Tensorflow: The Confusing Parts (2)

This post is the second of a series; click here for the previous post, or here for a list of all posts in this series. Naming and Scoping Naming Variables and Tensors As we discussed in Part 1, every time you call tf.get_variable(), you need to assign the variable a new, unique name. Actually, it goes deeper than that: every tensor in the graph gets a unique name too. The name can be accessed explicitly with the .

Tensorflow: The Confusing Parts (1)

This post is the first of a series; click here for the next post, or here for a list of all posts in this series. Click here to skip the intro and dive right in! Introduction What is this? Who are you? I’m Jacob, a Google AI Resident. When I started the residency program in the summer of 2017, I had a lot of experience programming, and a good understanding of machine learning, but I had never used Tensorflow before.