Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer

Phuoc Pham, Jacob Abraham, Jaeyong Chung

Quantizing weights and activations of deep neural networks is essential for deploying them in resource-constrained devices, or cloud platforms for at-scale services. While binariza…