Generating AutoML-based models for Zephyr platforms in Kenning – Zephyr Project

Generating AutoML-based models for Zephyr platforms in Kenning – Zephyr Project

This blog post is contributed by Antmicro, a member company of the Zephyr Project. Creating Machine Learning models for deployment on constrained devices requires a considerable number of manual tweaks. Developers need to take into account the size and compute constraints of the target platform to adjust the architecture, as well as search for optimal training hyperparameters. These include learning rate, regularizations, optimizer and its param…