In Part two of the Data Parallel C++ (DPC++) overview series, software engineer Anoop Madhusoodhanan Prabha discusses the best practices for using this language to program oneAPI applications.
DPC++ is part of the oneAPI initiative and provides an open, cross-industry alternative to single-architecture, proprietary languages. Based on familiar C++ and incorporating SYCL* from The Khronos Group*, DPC++ lets developers more easily port code across various architectures from an existing application’s code base.
With that capability comes unique considerations such as how data should be made available on the device side, and the need for synchronization points between compute kernels running across a host and devices to ensure accurate results and deterministic behavior.
Take the next step in learning DPC++ by joining Anoop as he explains:
- How to efficiently use buffers, sub-buffers, and unified shared memory
- The in-depth implicit synchronization points in DPC++
- The atomics, mutex, work-group barriers, and work-group mem-fence
Anoop Madhusoodhanan Prabha
Software engineer, Intel Corporation
With over 10 years of experience as a software engineer, Anoop’s work has included application development, system analysis and design, database administration, data migrations, automations, function point analysis, and critical projects in the telecommunications domain. Since joining Intel in 2009, he has worked on optimizing various customer applications by enabling multithreading, vectorization, and other microarchitectural tunings. He has experience working with OpenMP*, Threading Building Blocks (TBB), CUDA*, and more. Today, Anoop focuses on floating-point reproducibility across various Intel® architectures, containerized solutions for Intel® compiler-based workloads, and continuous integration and continuous deployment adoption.
Anoop holds a master of science in electrical engineering from State University of New York College at Buffalo with an emphasis in high-performance computing, and a bachelor of technology in electronics and communication engineering from Malaviya National Institute of Technology in Jaipur.