Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks

Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen +1

This paper proposes two novel techniques to train deep convolutional neural networks with low bit-width weights and activations. First, to obtain low bit-width weights, most existi…