vkpolybench: A crossplatform Vulkan Compute port of the PolyBench/GPU benchmark suite
نویسندگان
چکیده
PolyBench is a well-known set of benchmarks characterized by embarrassingly parallel kernels able to run on Graphic Processing Units (GPUs). While Polybench GPU leverage well-established GP-GPU APIs such as CUDA and OpenCL, in this paper we present vkpolybench, crossplatform PolyBench/GPU port built top Vulkan. Vulkan the recently released Khronos standard for heterogeneous CPU–GPU computing that gaining significant traction lately. Compared API improves utilization while reducing CPU overheads.
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ژورنال
عنوان ژورنال: SoftwareX
سال: 2021
ISSN: ['2352-7110']
DOI: https://doi.org/10.1016/j.softx.2021.100793