Faculty Talk - 20/06/19

Talk title

Deep Learning for Compilers


Writing optimising compilers is difficult. The range of programs that may be presented to the compiler is huge and the system on which they run are complex, heterogeneous, non-deterministic, and constantly changing.  Machine learning has been shown to make writing compiler heuristics easier, but many issues remain.

In this talk I will discuss recent advances in using deep learning to solve compiler issues: learning heuristics and testing compiler correctness.

Jun 20 2019 -

Faculty Talk - 20/06/19

Hugh Leather

4.31/33, IF