Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction

no code implementations • 7 Aug 2023 • Zhixiong Di, Runzhe Tao, Lin Chen, Qiang Wu, Yibo Lin

With imbalanced distribution of packed and unpacked logic elements, we further propose techniques such as graph oversampling and mini-batch training for this imbalanced learning task in large circuit graphs.

Graph Learning Representation Learning