Python Implementation of tiny-cuda-nn

This code is an unofficial Python implementation of tiny-cuda-nn and instant-ngp. I've implemented only the multiresolution hash encoding paper.

Numba library is used to accelerate.

Requirements

• Docker 24.0.5
• Docker Compose v2.20.2

Usage

Clone the repository.

git clone https://github.com/veliglmz/tiny-cuda-nn-python.git
cd tiny-cuda-nn-python

Build the docker image.

docker compose build

Run the docker image. (the outputs are in the results folder of the host.)

docker compose run app

Stop containers and remove containers, networks, volumes, and images.

docker compose down