Abstract: Vectorization has been an important method of using data-level parallelism to accelerate scientific workloads on vector machines such as Cray for the past three decades. In the last decade ...

The Region Vectorizer (RV) is a general-purpose vectorization framework for LLVM. RV provides a unified interface to vectorize code regions, such as inner and outer loops, up to whole functions. RV ...

Vectorization enables the execution of an operation on each element of a vector without the need for explicitly coding a loop. This approach not only enhances conciseness but also generally leads to ...