R Deep Learning Cookbook

How to do it...

The section covers how to visualize TensorFlow models and output in TernsorBoard.

1. To visualize summaries and graphs, data from TensorFlow can be exported using the FileWriter command from the summary module. A default session graph can be added using the following command:

# Create Writer Obj for loglog_writer = tf$summary$FileWriter('c:/log', sess$graph)

The graph for logistic regression developed using the preceding code is shown in the following screenshot:

Visualization of the logistic regression graph in TensorBoard

Details about symbol descriptions on TensorBoard can be found at https://www.tensorflow.org/get_started/graph_viz ...