Dynamic ConvNets on Tiny Devices via Nested Sparsity

Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta +1

This work introduces a new training and compression pipeline to build Nested Sparse ConvNets, a class of dynamic Convolutional Neural Networks (ConvNets) suited for inference tasks…