Thanks for your great project! I'm trying to apply it to other tasks, where the number of points in individual files might vary. I think gaussian loader might not be able to collate. I wonder if you have tailored your data to a fixed shape. ( noticed that there is a random sample on gaussians, but that is not the real input to pointnet )