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tomoRecon: High-speed tomography reconstruction on workstations using multi-threading

机译:tomoRecon:使用多线程在工作站上进行高速层析成像重建

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Computers have changed remarkably in just the last 2-3 years. Memory is now very inexpensive, as little as $10/GB, or less than $1000 for 96GB. Computers with 8 or 12 cores are now inexpensive, starting at less than $3,000. This means that affordable workstations are in principle now capable of processing large tomography datasets. But for the most part tomography reconstruction software has not changed to take advantage of these new capabilities. Most installations use clusters of Linux machines, spreading the work over computers running multiple processes. It is significantly simpler and cheaper to run a single process that spreads the job over multiple threads running on multiple cores. tomoRecon is a new multi-threaded library for such tomography data reconstruction. It consists of only 545 lines of C++ code, on top of the ~800 lines in the Gridrec reconstruction code. The performance on a single modern workstation significantly exceeds dedicated clusters currently in use at synchrotron beamlines.© (2012) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
机译:在最近的2-3年中,计算机发生了显着变化。内存现在非常便宜,每GB仅为10美元,而96GB不到1000美元。 8核或12核的计算机现在很便宜,起价不到3,000美元。这意味着负担得起的工作站现在原则上可以处理大型断层扫描数据集。但是在大多数情况下,层析成像重建软件并未更改以利用这些新功能。大多数安装使用Linux计算机集群,将工作分散在运行多个进程的计算机上。运行单个进程将工作分散到在多个内核上运行的多个线程上,这显然更简单,也更便宜。 tomoRecon是用于此类断层扫描数据重建的新多线程库。它仅包含545行C ++代码,位于Gridrec重建代码中的〜800行之上。单个现代工作站上的性能大大超过了同步加速器束流线中当前使用的专用集群。©(2012)版权,光电仪器工程师协会(SPIE)。摘要的下载仅允许个人使用。

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