Reducing Storage of Pretrained Neural Networks by Rate-Constrained Quantization and Entropy Coding

Alexander Conzelmann, Robert Bamler

The ever-growing size of neural networks poses serious challenges on resource-constrained devices, such as embedded sensors. Compression algorithms that reduce their size can mitig…