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Hybrid Parallel Implementation of Inverse Matrix Computation by SMW Formula for Interactive Simulation

机译:交互式仿真的SMW公式逆矩阵计算的混合并行实现

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摘要

In this paper, a hybrid parallel implementation of inverse matrix computation using SMW formula is proposed. By aggregating the memory bandwidth in the hybrid parallel implementation, the bottleneck due to the memory bandwidth limitation in the authors previous multicore implementation has been dissolved. More than 8 times of speed up is also achieved with dual-core 8-nodes implementation which leads more than 20 simulation steps per second, or near real-time performance.
机译:本文提出了一种利用SMW公式对逆矩阵进行混合并行实现的方法。通过汇总混合并行实现中的内存带宽,解决了作者先前的多核实现中由于内存带宽限制而造成的瓶颈。通过双核8节点实现,还可以实现超过8倍的加速速度,每秒实现20多个仿真步骤,或接近实时的性能。

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