A Performance Comparison of CUDA and OpenCL

@article{Karimi2010APC,
  title={A Performance Comparison of CUDA and OpenCL},
  author={Kamran Karimi and Neil G. Dickson and Firas Hamze},
  journal={CoRR},
  year={2010},
  volume={abs/1005.2581}
}
CUDA and OpenCL offer two different interfaces for programming GPUs. OpenCL is an open standard that can be used to program CPUs, GPU s, and other devices from different vendors, while CUDA is specific to NVIDIA GPUs. Alt hough OpenCL promises a portable language for GPU programming, its generali ty may entail a performance penalty. In this paper, we compare the performance of CUDA and OpenCL using complex, near-identical kernels. We show that when using NVIDIA compiler tools, converting a CUDA… CONTINUE READING
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