AutoTune-TCU: Hardware-Software Co-Design of a Learning-Based Self-Optimizing TCU for HPC

Nitesh Narayana GS, Sonam Sonam, Xavier Martorell
June 2026
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PERFECTLY TUNED!TILEFLOWPRECTCUNEW KERNEL MIX…FOR YESTERDAY'SKERNELS.TCUAUTOTUNE-TCU:IT TURNS ITS OWN KNOBS.SLOW LOOP · FAST LOOP