11277

On the Portability of the OpenCL Dwarfs on Fixed and Reconfigurable Parallel Platforms

Konstantinos Krommydas, Muhsen Owaida, Christos D. Antonopoulos, Nikolaos Bellas, Wu-chun Feng
Department of Computer Science, Virginia Tech
19th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2013), 2013

@article{krommydas2013portability,

   title={On the Portability of the OpenCL Dwarfs on Fixed and Reconfigurable Parallel Platforms},

   author={Krommydas, Konstantinos and Owaida, Muhsen and Antonopoulos, Christos D and Bellas, Nikolaos and Feng, Wu-chun},

   year={2013}

}

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The proliferation of heterogeneous computing systems presents the parallel computing community with the challenge of porting legacy and emerging applications to multiple processors with diverse programming abstractions. OpenCL is a vendor-agnostic and industry-supported programming model that offers code portability on heterogeneous platforms, allowing applications to be developed once and deployed "anywhere". In this paper, we use the OpenCL implementation of the Open-Dwarfs, a benchmark suite that captures patterns of computation and communication common to classes of important applications, as delineated by Berkeley’s Dwarfs. We evaluate portability across multicore CPU, GPU, APU (CPUs+GPUs on a die), the Intel Xeon Phi co-processor, and the FPGA. To realize FPGA portability, we exploit SOpenCL (Silicon OpenCL), a CAD tool that automatically converts OpenCL kernels to customizable hardware accelerators. We show that a single, unmodified OpenCL code base, i.e., OpenDwarfs, can be effectively used to target multiple, architecturally diverse platforms.
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