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Solving Diffractive Optics Problems using Graphics Processing Units

机译:使用图形处理单元解决衍射光学问题

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摘要

Techniques for applying graphics processing units (GPU) to the general-purpose non-graphics computations proposed in recent years by the companies ATI (AMD FireStream, 2006) and NVIDIA (CUDA: Compute Unified Device Architecture, 2007) have given an impetus to developing algorithms and software packages for solving problems of diffractive optics with the aid of the GPU. The computations based on the wide-spread Ray Tracing method were among the first to be implemented using the GPU. The method attracted the attention of the CUDA technology architects, who proposed its GPU-based implementation at the conference NVISION08 (2008). The potential of this direction is associated both with the research into the general issues of mapping of the Ray Tracing method onto the GPU architecture (involving the use of various grid domains and trees) and with developing dedicated software packages (RTE and Linzik projects). In this work, a special attention is given to the overview of techniques for the GPU-aided implementation of the FDTD (finite-difference time-domain) method, which offers an instrument for solving problems of micro- and nano-optics using the rigorous electromagnetic theory. The review of the related papers ranges from the initial research (based on the use of textures) to the complete software solutions (like FDTD Software and FastFDTD).
机译:ATI(AMD FireStream,2006)和NVIDIA(CUDA:Compute Unified Device Architecture,2007)公司近年来提出的将图形处理单元(GPU)应用于通用非图形计算的技术为开发提供了动力。借助GPU来解决衍射光学问题的算法和软件包。基于广谱射线跟踪方法的计算是最早使用GPU进行的计算之一。该方法吸引了CUDA技术架构师的注意,他们在会议NVISION08(2008)上提出了基于GPU的实现。这个方向的潜力既与对将光线跟踪方法映射到GPU架构的一般问题的研究(涉及使用各种网格域和树)相关,也与开发专用软件包(RTE和Linzik项目)相关。在这项工作中,将特别关注FDTD(有限差分时域)方法的GPU辅助实现的技术概述,该方法提供了一种使用严格的方法解决微光学和纳米光学问题的工具电磁理论。相关论文的评审范围从最初的研究(基于纹理的使用)到完整的软件解决方案(如FDTD Software和FastFDTD)。

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