TileSight: A First-Principles Tile-Centric Analytical GPU Performance Model from Cores to Clusters

Zhiwen Mo, Yu Cheng, Lei Wang +12

Recent GPU programming frameworks such as Triton, TileLang, and CUDA Tile adopt tiles as first-class primitives, making tile-centric programming the prevailing approach for high-pe…