Partitioning-Guided K-Means: Extreme Empty Cluster Resolution for Extreme Model Compression

Tianhong Huang, Victor Agostinelli, Lizhong Chen

Compactness in deep learning can be critical to a model's viability in low-resource applications, and a common approach to extreme model compression is quantization. We consider It…