HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs

Chang Sun, Zhiqiang Que, Thea K. Ã rrestad +4

Neural networks with sub-microsecond inference latency are required by many critical applications. Targeting such applications deployed on FPGAs, we present High Granularity Quanti…