SpecReuse: Spectral Graph Reuse for Efficient Vision GNN Inference on FPGAs

Isabella Bernhardt Eiliya, Anvitha Ramachandran, Dhruv Parikh +1

Dynamic Image Graph Construction (DIGC) is the primary performance bottleneck in FPGA acceleration of Vision Graph Neural Networks (ViGs), reconstructing graph connectivity at ever…