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

DescriptionNeoRodinia 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.

Authors

Xinyao Yi

University of North Carolina at Charlotte

Anjia Wang

University of North Carolina at Charlotte

Yonghong Yan

University of North Carolina at Charlotte

Event Type

ACM Student Research Competition: Graduate Poster

ACM Student Research Competition: Undergraduate Poster

Doctoral Showcase

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