Deep Learning Quick Reference

A brief overview of TensorBoard

TensorBoard is a web-based application that can help you visualize the metrics, parameters, and structure of a deep neural network created in TensorFlow. It will help you debug and optimize your deep neural networks faster and easier.

As you've probably guessed by now, deep neural networks can get quite complex. That, unfortunately, means that there are quite a few things that can go wrong. I've been known to make a mistake every now and then, and when bugs happen inside a deep neural network, which is inside a framework, that runs on another framework, that runs on a GPU, it can be very hard to find these them. TensorBoard can be the flashlight you need to find the problem in an otherwise very dark room. TensorBoard ...