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I don't really understand your problem. Butx2 contains features for different scenes in the same batch, and all of them share the same linear transformation. I think this is correct.
In TransitionUp layer, I just wonder one thing, but I have no idea.
x = self.linear1(x1) + pointops.interpolation(p2, p1, self.linear2(x2), o2, o1)
as you mentioned earlier in different issue, I know what offset do but,
As far as I understand, I think we should divide the number of points per batch in x_2 and apply linear respectively.
like in your work,
so I wonder how it can be done at once.
I think self.linear2(x2) will combine all points in different data.
If you think I'm wrong, please let me know. Thank you!
and Thank you for great work!
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