A GPU Computational Model Based on Latency Hidden Factor
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Abstract:
The general purpose GPU computing technology has been successfully used to accelerator many important applications. Though researches have designed many programming models and performance models, the amount of effort required to optimize the performance of applications on GPUs is still very high. In this paper, we propose a GPU computational model based on the ability that how much an algorithm could hide the latency. The experimental results show that our model could predict three matrix multiplication algorithms well.
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