Stencil computations form the backbone of many scientific and engineering simulations by updating each point in a structured grid based on a fixed pattern of neighbouring values. Achieving high ...

Compilers are programs that convert computer code written in high-level languages intelligible to humans into low-level instructions executable by machines. But there's more than one way to implement ...

In a previous blog post, we discussed the benefits of using automation to maximize the performance of a system. One use case I mentioned was compiler flag mining, and the fact that performance is ...

As we have heard time and again, one of the greatest challenges for future exascale class computing—the one that falls right under power consumption–is how codes are ever going to evolve to take ...

A technical paper titled “Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation” was published by researchers at MIT (CSAIL), Argonne National Lab, and TU ...