Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration

no code implementations • 4 Aug 2023 • Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor Prasanna

To exploit data sparsity during inference, we devise a runtime kernel mapping strategy that dynamically assigns computation tasks to the PL and AIE based on data sparsity.