Method for accelerating lattice-Boltzmann by utilizing graphic processing units (GPUs)
A lattice and lattice point technology, applied in the fields of computer high-performance computing and computational fluid dynamics, can solve the problems of low peak floating-point computing power of CPU, large network transmission overhead, large time, etc., to reduce construction costs and management, and improve processing. performance, the effect of reducing power consumption
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[0043] The present invention will be described in detail below with reference to the drawings in the specification:
[0044] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be described in detail below in conjunction with the accompanying drawings and embodiments.
[0045] The purpose of the present invention is to accelerate the lattice Boltzmann method, improve its processing performance, and enable the CPU and GPU to perform collaborative calculations, so as to meet the needs of fluid simulation, and reduce the cost of construction and management, operation and maintenance of the computer room. In the present invention, the initialization calculation will need to be executed on the CPU side, and the time-consuming and very parallelized discrete equation solving and boundary processing part will be parallelized by CUDA technology to be executed in parallel on the GPU side. GPU performs collaborative ...
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