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- use cupy-xarray instead of xarray
- use cupy instead of numpy. In particular convolving the slope could be done on GPU, see https://carpentries-incubator.github.io/lesson-gpu-programming/cupy.html
- for Millan velocity and ith fields I may use oggm
- smoothing the elevation can be probably be done using albumentation on gpu
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