Hardware Acceleration of Tensor-Structured Multilevel Ewald Summation Method on MDGRAPE-4A, a Special-Purpose Computer System for Molecular Dynamics Simulations
SessionAccelerator Architectures
Event Type
Paper
Accelerator-based Architectures
TP
TimeWednesday, 17 November 202110:30am - 11am CST
Location225-226
DescriptionWe developed MDGRAPE-4A, a special-purpose computer system for molecular dynamics simulations, consisting of 512 nodes of custom system-on-a-chip LSIs with dedicated processor cores and interconnects designed to achieve strong scalability for biomolecular simulations. To reduce the global communications required for the evaluation of Coulomb interactions, we conducted a co-design of the MDGRAPE-4A and the novel algorithm, tensor-structured multilevel Ewald summation method (TME), which produced hardware modules on the custom LSI circuit for particle–grid operations and for grid–grid separable convolutions on a 3D torus network. We implemented the convolution for the top-level grid potentials by using 3D FFTs on an FPGA, along with an FPGA-based octree network to gather grid charges. The elapsed time for the long-range part of Coulomb is 50 μs, which can mostly overlap with those for the short-range part, and the additional cost is approximately 10 μs/step, which is only a 5% performance loss.
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