Numba加速计算:最近邻插值(CPU+ GPU + Z轴切块 + XYZ轴切块 + 多线程)

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输入数据 插值倍数 时耗
scipy.ndimage.zoom (1024, 1024, 512) 4 172.16s
Numba-CPU (1024, 1024, 512) 4 56.58s
Numba-GPU (1024, 1024, 512) 4 122.51s
Numba-CPU(Z轴切块) (1024, 1024, 512) 4 52.44
Numba-CPU(XYZ轴切块) (1024, 1024, 512) 4 72.69s
Numba-CPU(XYZ轴切块)+ 多线程 (1024, 1024, 512) 4 50.20s</

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转载自blog.csdn.net/shinuone/article/details/134791872