Visualization

I am working through AI Systems Performance Engineering by Chris Fregly. The first two chapters cover training compute estimates and the hardware that runs those workloads. I put together these visualizations to follow the calculations and see how the components connect. Like my visualizations for Inference Engineering, these are companions to specific parts of the book. Each link below includes its chapter so you can open the relevant diagram as you read. ...

I have been working through Inference Engineering by Philip Kiely — a book for engineers who want to understand the technologies that power every AI company and application in the world. Along the way I built a handful of interactive visualizations to make some of the denser chapters click for me. Reading about attention or the roofline model is one thing; being able to drag a slider and watch the numbers move is another. ...