Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform

Bingyi Zhang, Hanqing Zeng, Viktor Prasanna

Mini-batch inference of Graph Neural Networks (GNNs) is a key problem in many real-world applications. Recently, a GNN design principle of model depth-receptive field decoupling ha…