ML acceleration guide: TPUs vs GPUs

There’s a lot of hype around GPUs and NVIDIA, but how much do you know about TPUs? Article includes code examples you can find near the end Rise of GPUs Graphics Processing Units have been around for quite some time and their job is to render 2D and 3D graphics in to millions of pixels, calculating their colour, texture, lighting, in parallel to send to your monitor. For a 60Hz monitor that means producing rendered frames 60 times every second. Rendering graphics is one thing, but developing cod