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High-Throughput Pairwise Point Interactions in Anton, a Specialized Machine for Molecular Dynamics Simulation

机译:Anton的高通量成对点相互作用,用于分子动力学模拟的专用机器

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Anton is a massively parallel special-purpose supercomputer designed to accelerate molecular dynamics (MD) simulations by several orders of magnitude, making possible for the first time the atomic-level simulation of many biologically important phenomena that take place over microsecond to millisecond time scales. The majority of the computation required for MD simulations involves the calculation of pairwise interactions between particles and/or gridpoints separated by no more than some specified cutoff radius. In Anton, such range-limited interactions are handled by a high-throughput interaction subsystem (HTIS). The HTIS on each of Anton's 512 ASICs includes 32 computational pipelines running at 800 MHz, each producing a result on every cycle that would require approximately 50 arithmetic operations to compute on a general-purpose processor. In order to feed these pipelines and collect their results at a speed sufficient to take advantage of this computational power, Anton uses two novel techniques to limit inter- and intra-chip communication. The first is a recently developed parallelization algorithm for the range-limited N-body problem that offers major advantages in both asymptotic and absolute terms by comparison with traditional methods. The second is an architectural feature that processes pairs of points chosen from two point sets in time proportional to the product of the sizes of those sets, but with input and output volume proportional only to their sum. Together, these features allow Anton to perform pairwise interactions with very high throughput and unusually low latency, enabling MD simulations on time scales inaccessible to other general- and special-purpose parallel systems.
机译:Anton是一种大规模并行的专用超级计算机,旨在通过几个数量级来加速分子动力学(MD)模拟,使得第一次发生许多生物学上重要现象的原子级模拟,以微秒为毫秒时间尺度。 MD仿真所需的大部分计算涉及计算粒子和/或网格点之间的成对相互作用不超过一些指定的截止半径。在Anton中,这种范围限制的交互由高吞吐量交互子系统(HTIS)处理。 Anton的512个ASIC中的每一个上的HTIS包括在800 MHz上运行的32个计算管道,每个计算管道在每个循环中产生结果,这些循环需要大约50个算术运算来计算通用处理器。为了馈送这些管道并以足以利用这种计算能力的速度收集它们的结果,Anton使用两种新颖的技术来限制芯片间通信。首先是最近开发的并行化算法,用于范围限制的N体问题,通过与传统方法进行比较,对渐近和绝对术语的主要优势提供了重要的优势。第二个是一个架构特征,其处理与这些集合的尺寸的乘积成比例的两点集的点对,但是仅用输入和输出量仅比其余成比例。这些功能允许安东托,以非常高的吞吐量和异常低延迟执行成对交互,使MD模拟在其他一般和专用并行系统无法访问的时间范围内。

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