Can You Give Us an Overview of the Weight Watcher Tool?

The weight watcher tool can be used both when you're trying to train models, and monitor them in production. From a training perspective, the tool gives you insight into whether your model has converged. And it does so out of layer by layer basis. It also allows you to inspect your models to determine whether they're trained correctly. We have an example in nature where we show that in one of our data compression systems, they applied the model to the hardware, and they screwed up one of the layers. You'd allow it like an early warning system for wather lines I think it was sort of like a time-lapse monitoring tool.