Unroll factors - PowerPoint PPT Presentation

Learning A Better Compiler

Learning A Better Compiler. Predicting Unroll Factors using Supervised Classification And Integrating CPU and L2 Cache Voltage Scaling using Machine Learning. Predicting Unroll Factors. Loop Unrolling sensitive to unroll factor Current solution: expert design

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336 views • 26 slides

PREDICTING UNROLL FACTORS USING SUPERVISED LEARNING

PREDICTING UNROLL FACTORS USING SUPERVISED LEARNING. Mark Stephenson &amp; Saman Amarasinghe Massachusetts Institute of Technology Computer Science and Artificial Intelligence Lab. INTRODUCTION &amp; MOTIVATION. Compiler heuristics rely on detailed knowledge of the system

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350 views • 24 slides

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