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Optimization of the lifting scheme DWT on a VLIW processor

机译:VLIW处理器上提升方案DWT的优化

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This paper describes a new approach to implement the 5/3 integer Lifting Scheme for the wavelet transform on a VLIW CPU core, with the goal to improve computational performance in terms of cycles and memory accesses. The lifting scheme is part of the most recent standard for image coding (JPEG2000), for which a highly optimized software implementation is mandatory on embedded processor systems. We use one such processor as reference, to highlight the requirements on VLIW architectures that offer a limited form of instruction level parallelism and a fixed ratio of memory-to-general purpose instructions within a long word. We show that a careful analysis of the data access typical of the lifting scheme allows reducing by a factor of over 60% data misses and execution times measured in clock cycles with respect to a straightforward implementation.
机译:本文介绍了实现VLIW CPU核心上的小波变换的5/3整数提升方案的新方法,其中目标是在周期和存储器访问方面提高计算性能。提升方案是图像编码(JPEG2000)最近标准的一部分,在嵌入式处理器系统上强制优化的软件实现是强度优化的软件实现。我们使用一个这样的处理器作为参考,突出了VLIW架构的要求,该架构提供了有限的指令级并行性以及长字中的内存通用目的指令的固定比率。我们表明对提升方案的典型数据访问的仔细分析允许在时钟周期中测量的多个数据未命中和执行时间来减少超过60%的数据未命中和执行时间。

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