On one Nvidia V100 GPU, Point-E can create 3D models in one to two minutes. Point-E does not produce 3D objects in the conventional sense.
Instead, it creates point clouds—discrete collections of spatially separated data points that constitute 3D shapes. From a computational perspective, point clouds are simpler to create.
[Via]