installation.sh

conda create -n DPC python=3.6 --yes
source ~/anaconda3/etc/profile.d/conda.sh
conda activate DPC


conda install pytorch==1.6.0 torchvision==0.7.0  cudatoolkit=10.2 -c pytorch --yes
pip install pytorch-lightning==1.2.8

conda install -c plotly psutil requests python-kaleido --yes
pip install cython==0.29.20 autowrap ninja tables ply ilock
pip install h5py pydocstyle plotly psutil xvfbwrapper yapf mypy openmesh plyfile neuralnet-pytorch imageio pyinstrument pairing robust_laplacian pymesh trimesh cmake "ray[tune]" "pytorch-lightning-bolts>=0.2.5" pyrr gdist neptune-client neptune-contrib iopath sklearn autowrap py-goicp opencv-python torchsummary gdown
conda install "notebook>=5.3" "ipywidgets>=7.2" flake8 black flake8 -y
conda install pytorch-metric-learning -c metric-learning -c pytorch -y
pip install addict
pip install open3d-python
pip install git+git://github.com/fwilliams/point-cloud-utils
pip install --upgrade https://github.com/unlimblue/KNN_CUDA/releases/download/0.2/KNN_CUDA-0.2-py3-none-any.whl
pip install "git+git://github.com/erikwijmans/Pointnet2_PyTorch.git#egg=pointnet2_ops&subdirectory=pointnet2_ops_lib"
conda install torchaudio -c pytorch --yes


git rm -rf ChamferDistancePytorch
rm -rf ChamferDistancePytorch
git submodule add --force https://github.com/ThibaultGROUEIX/ChamferDistancePytorch

export PATH=/usr/local/cuda/bin:$PATH
export CPATH=/usr/local/cuda/include:$CPATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
export CUDA=cu102
export TORCH=1.6.0

pip install torch-scatter -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html
pip install torch-sparse==0.6.7
pip install torch-cluster -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html
pip install torch-spline-conv -f https://pytorch-geometric.com/whl/torch-${TORCH}+${CUDA}.html
pip install torch-geometric