FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference

Ruizhou Ding, Zeye Liu, Ting-Wu Chin +3

To improve the throughput and energy efficiency of Deep Neural Networks (DNNs) on customized hardware, lightweight neural networks constrain the weights of DNNs to be a limited com…