3DGS相关方法conda环境配置

环境：ubuntu22.04，cuda_11.7

conda create -n 3dgs python=3.8 -y
conda activate 3dgs 
python -m pip install --upgrade pip
pip uninstall torch torchvision functorch tinycudann
pip install torch==2.1.2+cu118 torchvision==0.16.2+cu118 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu118
conda install -c "nvidia/label/cuda-11.8.0" cuda-toolkit -y
# pip install ninja git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
pip install submodules/diff-gaussian-rasterization submodules/simple-knn
pip install plyfile tqdm matplotlib torchmetrics timm opencv_python imageio open3d

方法二：
conda env create -f environment.yml

name: dorgs
channels:- nvidia- defaults
dependencies:- python=3.10- pip- pytorch::pytorch==1.13.1- pytorch::torchvision==0.14.1- pytorch::torchaudio==0.13.1- pytorch::pytorch-cuda=11.7- conda-forge::plyfile- conda-forge::tqdm- pip:- ./submodules/diff-gaussian-rasterization- ./submodules/simple-knn

pip install plyfile tqdm matplotlib torchmetrics timm opencv_python imageio open3d