Effect of Weight Quantization on Learning Models by Typical Case Analysis

Shuhei Kashiwamura, Ayaka Sakata, Masaaki Imaizumi

This paper examines the quantization methods used in large-scale data analysis models and their hyperparameter choices. The recent surge in data analysis scale has significantly in…