2023
Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantisation.
NeurIPS 2023poster
Weight-sharing quantization has emerged as a technique to reduce energy expenditure during inference in large neural networks by constraining their weights to a limited set of values. However, existing methods often assume weights are treated solely based on value, neglecting the unique role of weig…