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I am writing a general answer about porting a program running on a CPU to a GPU or FPGA.
Both GPU programs (using say CUDA) and CPU programs are written in high level languages like C, C++. Therefore it is much easier to port a CPU program to its equivalent on a GPGPU. The algorithm that you have presented seems suitable for porting to GPU. It is compute ...
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