I implemented the same for a class last year, goodness, wish I had these visualizations for when I was banging my head against the wall to max out the roofline.
Albeit, much of the boilerplate was in place. Students were tasked with maximizing bandwidth via the optimization techniques mentioned in the article and other literature.