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Yes, I agree with you. Actually, it will produce new problem using transpose. After FPS, the indexes of sampling are almost 0. So, it can't evaluate the uniformity loss.
In loss.py line 34, I think 'pcd' does not need to transpose because the input of fps function's size is (B,N,C).
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