RTGA: A Redundancy-Free Accelerator for High-Performance Temporal Graph Neural Network Inference
RTGA (Redundancy-free Accelerator for High-Performance Temporal Graph Neural Network Inference) is an innovative hardware accelerator designed specifically for high-performance temporal graph neural network (TGNN) inference. As graph data dynamically evolves in many practical applications, traditional TGNN inference methods face issues of redundant computation and frequent external memory access, leading to performance degradation and increased energy … Read more
