INSTALL.md

Installation

Create a conda environment

conda create --name auto_recon -y python=3.9
conda activate auto_recon
python -m pip install --upgrade pip setuptools

Clone the repo

git clone --recurse-submodules [email protected]:zju3dv/AutoRecon.git

Install AutoDecomp

cd third_party/AutoDecomp

Then, please install AutoDecomp based on its installation guide. We expect that it is installed in third_party/AutoDecomp.

Install other dependencies

Install pytorch with CUDA (this repo has been tested with CUDA 11.7) and tiny-cuda-nn

pip install git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch

Install faiss following the official guide

# for example
conda install -c conda-forge faiss-gpu

Install AutoRecon

cd path/to/AutoRecon
pip install -e .
# install tab completion
ns-install-cli