NeuraChip: A Decoupled Spatial Accelerator for Efficient Graph Neural Network Computations

NeuraChip, a novel spatial accelerator, efficiently accelerates Graph Neural Network computations by decoupling multiplication and accumulation operations, utilizing a dynamic hash-based mapping strategy, and implementing a rolling eviction mechanism to mitigate memory bloat.