Automatic Identification of Parallelizable Loops Using Transformer-Based Source Code Representations

Izavan dos S. Correia, Henrique C. T. Santos, Tiago A. E. Ferreira

Automatic parallelization remains a challenging problem in software engineering, particularly in identifying code regions where loops can be safely executed in parallel on modern m…