LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...

Creativity used to be the exclusive domain of humans—artists, writers, and engineers create. They receive help from sophisticated tools, which themselves were created by, and typically could be ...

Abstract: Modern embedded systems such as autonomous vehicles and robotics increasingly rely on high-performance computing to satisfy real-time and data-intensive demands. Parallel code generation, ...

With the pursuit of improving compute performance under strict power constraints, there is an increasing need for deploying applications to heterogeneous hardware architectures with accelerators, such ...

Abstract: The stencil computation is a memory centric computation, where memory access becomes a bottleneck. Therefore locality improvement method like temporal blocking is essential to improve the ...

Data-driven approaches are becoming increasingly common as problem-solving tools in many areas of science and technology. In most cases, machine learning models are the key component of these ...