A discussion of CUDA 2D memory allocation:
http://stackoverflow.com/questions/5029920/how-to-use-2d-arrays-in-cuda
It is said that cudamalloc2D/3D is optimized for mulit-dimensional data access.
for instance, Cuda sdk example dct8x8 (cudamalloc2D).
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