An adaptive MatMul framework for Ascend NPUs selects optimal tiling and instruction schedules via an analytical model, delivering 1.85x mean speedup over the vendor library on 80,000 dynamic shapes.
2019.Ascend 910 AI Processor Technical White Paper.https: //www.hiascend.com/documentAccessed on 2026-04-09
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Adaptive Matrix Multiplication for Dynamic Shapes on Ascend NPUs
An adaptive MatMul framework for Ascend NPUs selects optimal tiling and instruction schedules via an analytical model, delivering 1.85x mean speedup over the vendor library on 80,000 dynamic shapes.