Title :
Evaluation of Rodinia Codes on Intel Xeon Phi
Author :
Misra, Goldi ; Kurkure, Nisha ; Das, Aruneema ; Valmiki, Manjunatha ; Das, S. ; Gupta, Arpan
Author_Institution :
Centre for Dev. of Adv. Comput., HPC Solutions, Pune, India
Abstract :
High performance computing (HPC) is a niche area where various parallel benchmarks are constantly used to explore and evaluate the performance of Heterogeneous computing systems on the horizon. The Rodinia benchmark suite, a collection of parallel programs is one of them. These parallel programs allow measuring the performance of emerging heterogeneous computing architectures that consists of both, many core CPUs and accelerators such as GPUs. Intel\´s x86-based \´Many Integrated Core\´ (MIC) product "Xeon Phi" is one such architecture, which is developed to enhance the speed, performance and computing capability. Advanced architecture such as Intel\´s Many Integrated Core has revolutionized the HPC landscape by combining many Intel CPU cores onto a single chip. The paper addresses performance of two Rodinia kernels "LUD" and "HotSpot" when executed in "native mode" i.e. direct execution on Xeon Phi coprocessor and then offloaded by incorporating the offloading directives in the code to mobilize code segments from host (CPU) to Xeon Phi coprocessor. This paper also exhibits the performance of source code of LUD and Hotspot, in terms of execution time measured on Intel Xeon Phi architecture and on CPU as well.
Keywords :
coprocessors; multiprocessing systems; parallel processing; GPU; HPC landscape; HotSpot kernal; Intel Xeon Phi; LUD kernel; Rodinia code evaluation; Xeon Phi coprocessor; central processing unit; execution time; graphics processing unit; heterogeneous computing system; high performance computing; many core CPU; many integrated core product; parallel program; Benchmark testing; Coprocessors; Kernel; Matrix decomposition; Multicore processing; Scalability; Heterogeneous Computing.; High Performance Computing; Intel Xeon Phi; Rodinia Benchmark;
Conference_Titel :
Intelligent Systems Modelling & Simulation (ISMS), 2013 4th International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4673-5653-4
DOI :
10.1109/ISMS.2013.118