Towards Optimal Compression: Joint Pruning and Quantization

Ben Zandonati, Glenn Bucagu, Adrian Alan Pol, Maurizio Pierini, Olya Sirkin, Tal Kopetz

2023

TL;DR: This work presents a method for simultaneously pruning and quantizing neural networks by approximately minimizing the distance in parameter space.

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