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In this work we compare the performance and energy efficiency of our implementations for these processors to proven and optimized solutions for other hardware platforms such as general-purpose processors and a GPU.
As the implemented technologies, frequencies, word sizes, FFT lengths, and their latencies different for these processors, they are ordered based on the normalized area and power.
The demand for these processors are due to the inability of the conventional processor to meet higher performance memory-intensive workloads, which in turn may lead to high cache miss rates.
The relationship between a processor's speed and its power requirement emerged as a significant concern: the dynamic power required by a CMOS-based processor is proportional to the product of its operating voltage and clock frequency; and for these processors, the operating voltage is also proportional to its clock frequency.
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With this in mind, the design and use of ASIPs on a widespread basis across multiple application domains demand a more automated process for creating these processors from high-level configuration specifications.
For Penryn-M and Haswell-M, the power consumption is the thermal dissipation power (TDP) provided by Intel; for ARM, these processors are part of SoC (Pandaboard OMAP4 from Texas Instruments and Samsung Chromebook with Exynos5 from Samsung) and it is very difficult to find out any figures from ARM or Samsung.
Various groups have been using these processors for general purpose computing; most efforts have focussed on demonstrating relatively basic calculations, e.g. numerical linear algebra, or physical simulations for visualization purposes with limited accuracy.
These processors are designed for PCs with discrete graphics cards and do not include integrated graphics.
These processors are categorized as: Digital Front End, Complex Data SIMD processor, Function accelerator, processor for control signals and miscellaneous functions (Figure 2). Figure 2 LeoCore Architecture [13].
It has dominated the market for the processors that power desktop and laptop PCs for decades.
We would like to thank the SFI/HEA Irish Centre for High-End ComprocessorCHEC) for processor time and technical support for both phylogeny reconstruction and selective pressure analyses.
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