Adding node and cell names for tensorboard graph

I am trying to trace the tensorboard graph for GitHub - buttercutter/gdas: A simple implementation for the GDAS paper : Searching for A Robust Neural Architecture in Four GPU Hours

However, from what I can observe so far, the tensorboard graph does not really indicate user-understandable node names and cell names which makes it so difficult for tracking down the connections within the graph.

Any suggestions ?