In this chapter, we will look at a MobileNetV3, which delivers an optimized version of EfficientNet on mobile hardware by reducing the complexity of the network. This model is heavily based on EfficientNet’s search strategy with mobile-specific parameter space goals.
This is the current state of the art for mobile models, but at this point, we’re deeply into the realm of arguing about what hardware is running things, making 1:1 model comparisons difficult. Manufacturers are increasingly shipping custom hardware, and each device is going to run things slightly differently. ...
