Automatic Tuning of Compilers Using Machine Learning

This book explores break-through approaches to tackling and mitigating the well-known problems of compiler optimization using design space exploration and machine learning techniques. It demonstrates that not all the optimization passes are suitable for use within an optimization sequence and that, in fact, many of the available passes tend to counteract one another.

The oneAPI Toolkits development team is pleased to announce the availability of Intel oneAPI Base & HPC Toolkit 2022.1 is a comprehensive suite of development tools that make it fast and easy to build modern code that gets every last ounce of performance out of the newest Intel processors in high-performance computing (HPC) platforms.