SparseDitto: An Agentic Sparse Compilation Framework through Architecture-Aware Synthesis on GPUs

Shiyang Li, Guangyan Sun, Jinwei Tang +3

Sparse matrix computation performance on GPU depends on how representation and execution schedule match the input structure and target hardware. No single implementation consistent…