PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units

ArXi:2603.15106v1 Announce Type: new Enabling efficient deep neural network (DNN) inference on edge devices with different hardware constraints is a challenging task that typically requires DNN architectures to be specialized for each device separately. To avoid the huge manual effort, one can use neural architecture search (NAS). However, many existing NAS methods are resource-intensive and time-consuming because they require the