Deep Learning Quick Reference

Monitoring Network Training Using TensorBoard

In this chapter, I'm going to show you how to use TensorBoard to help make training your deep neural networks faster and easier. I think that TensorBoard is a great and often overlooked tool, which is far too often relegated to a footnote or the last chapter. Now, let's take a look at TensorBoard so we can start to take advantage of it right away.

We will be covering the following topics in this chapter:

• A brief overview of TensorBoard
• Setting up TensorBoard
• Connecting Keras to TensorBoard
• Using TensorBoard