Mixture-of-Experts kernel engineering on Amazon SageMaker AI

Amazon SageMaker AI enhanced Mixture-of-Experts (MoE) model performance by optimizing GPU kernel operations, specifically leveraging NVIDIA Hopper's WGMMA instructions for efficient tensor processing. These kernel engineering improvements reduce latency and cost by fusing token routing and expert computations into a single GPU operation.