machine learning
pre - ai methods
Start with compiler data structures
SSA, DDG, CFG
Human expert maps these to a feature vector
- number of instructions
- mean dependence depth
- branch count
- loop next
- …
- trip count
collect many examples of programs - calculate feature vector