Hi@HolyWu!

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Thanks for pointing this out and the above changes!
Couple of points-

1. grid_sampler_2dwould require some additional changes
2. As pointed out by you (thanks!),upsample cases do not seem to be direct enough. But removal of the above decomposition should be good for now.

Looks good to me, pending on CI