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Design exploration of efficient implementation on SoC heterogeneous platform: HEVC intra prediction application

机译:SoC异构平台上有效实现的设计探索:HEVC帧内预测应用

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The relationship between CPU and hardware accelerator is critical especially in some systems that require intensive tasks and large amount of data to deal with such as video coding systems. This cooperation provides significant improvements in run-time speed and power consumption. As software (SW) and hardware (HW) solutions provide better flexibility and performance, HW/SW implementation has emerged as a more efficient and desirable methodology for real-time implementation. In order to evaluate different implementation methods (SW) and (HW/SW) in terms of power consumption, run-time and area cost, we choose the Xilinx Zynq-based FPGA as a target to perform some hardware acceleration tasks. In this case, we choose to accelerate the intra prediction block because it is one of the most complex modules defined in the high efficiency video coding decoder chain. Experimental results show that HW/SW accelerations are more than 50% improved in term of run-time speed relative to SW modules. Moreover, the power consumption of HW/SW designs is saved by nearly 80% compared with SW cases. Copyright (c) 2016 John Wiley & Sons, Ltd.
机译:CPU和硬件加速器之间的关系至关重要,尤其是在某些需要大量任务和大量数据来处理的系统中,例如视频编码系统。这种合作大大提高了运行速度和功耗。随着软件(SW)和硬件(HW)解决方案提供更好的灵活性和性能,HW / SW实施已成为一种更高效,更理想的实时实施方法。为了评估功耗,运行时间和面积成本方面的不同实现方法(SW)和(HW / SW),我们选择基于Xilinx Zynq的FPGA作为执行某些硬件加速任务的目标。在这种情况下,我们选择加速帧内预测块,因为它是高效视频编码解码器链中定义的最复杂的模块之一。实验结果表明,相对于SW模块,HW / SW加速度在运行速度方面提高了50%以上。此外,与SW案例相比,HW / SW设计的功耗节省了近80%。版权所有(c)2016 John Wiley&Sons,Ltd.

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