HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation

Xinheng Liu, Yao Chen, Prakhar Ganesh +3

Quantization for Convolutional Neural Network (CNN) has shown significant progress with the intention of reducing the cost of computation and storage with low-bitwidth data inputs.…