The fastest and most accurate quantization method for high-dimensional vectors. Our project introduces Segmented Code Adjustment Quantization (SAQ), a novel quantization algorithm built upon dimension ...
Abstract: This chapter discusses principles of scalar quantization and explains the operation of a vector quantization. It explores the principles of minimum‐redundancy code word assignment and ...
Abstract: Post-Training Quantization (PTQ) has been effectively compressing neural networks into very few bits using a limited calibration dataset. Various ...