RedFuser: An Automatic Operator Fusion Framework for Cascaded Reductions on AI Accelerators

RedFuser is a new automated framework that optimizes AI model deployment by fusing cascaded reduction operations into single loops, achieving 2-5x performance improvements. The system addresses limitations in existing AI compilers that struggle with complex multi-loop operations like those found in attention mechanisms.