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Hi, thanks for your interest in our work!
So we have multiple samples per ray but only sample our visibility network and RENI++ once for each ray at the sample on the object's surface and then distribute these back along the remaining samples along the ray. As the density converges on the surface this approximation becomes more and more accurate.
On my local RTX 3080 Ti Laptop GPU, inference of a 1280x847 image takes around 6 minutes, on an A100 around 3 minutes.
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thanks very much! If we end up building upon your project (which looks amazing tbh) we will try to make it faster!
thanks again !
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