SC23 Proceedings

The International Conference for High Performance Computing, Networking, Storage, and Analysis

Research Posters Archive

NeoRodinia: Evaluation of High-Level Parallel Programming Models and Compiler Transformation for GPU Offloading

Authors: Xinyao Yi, Anjia Wang, and Yonghong Yan (University of North Carolina at Charlotte)

Abstract: NeoRodinia is a comprehensive benchmark suite developed from Rodinia, containing 23 real-world applications and 5 microbenchmarks. It addresses the limitations of Rodinia by optimizing OpenMP GPU offloading programs and introducing OpenACC variants. The evaluation involves thorough performance assessments on various hardware architectures and compilers, measuring execution time and memory usage. These evaluations offer valuable insights into parallel programming models and compiler choices, guiding optimization efforts and helping developers, especially beginners to make informed decisions.

Best Poster Finalist (BP): no

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