Automatic Tuning of Compilers Using Machine Learning

By Amir Hossein Ashouri, John Cavazos, Gianluca Palermo

Background.- DSE Approach for Compiler Passes.- Addressing the Selection Problem of Passes using ML.- Intermediate Speedup Prediction for the Phase-ordering Problem.- Full-sequence Speedup Prediction for the Phase-ordering Problem.- Concluding Remarks.

• Format: Paperback
• Language: English
• ISBN: 3319714880
• ISBN13: 9783319714882
• Release Date: January 2018
• Publisher: Springer
• Length: 118 Pages
• Weight: 0.45 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"