Programming, Programming Languages, Python, Simulation.
cannot fully utilize the capacity of the GPU; 2) calling the libraries inevitably incurs overhead to varying degrees. As the data size increases, the proportion of fixed overhead lowers, and the performance improves significantly. Notably, the CUDA/CUB and CuPy implementations achieve impressive