TensorBoard and TensorFlow use a common log directory to share information. As Keras and TensorFlow train, Keras will write metrics and activation histograms (more on this soon) to the log directory you specify. For now, let's create a log directory for this example in our home directory, using the following code:

mkdir ~/ch3_tb_log