This is an unofficial pytorch implementation of the key datastructures from Instant Neural Graphics Primitives
@article{mueller2022instant,
title = {Instant Neural Graphics Primitives with a Multiresolution Hash Encoding},
author = {Thomas M\"uller and Alex Evans and Christoph Schied and Alexander Keller},
journal = {arXiv:2201.05989},
year = {2022},
month = jan
}
For an example of how to create a drop in replacement for standard NeRF models, take a look at: