Optimization of the quantization of dense neural networks from an exact QUBO formulation

Sergio Muñiz Subiñas, Manuel L. González, Jorge Ruiz Gómez +4

This work introduces a post-training quantization (PTQ) method for dense neural networks via a novel ADAROUND-based QUBO formulation. Using the Frobenius distance between the theor…