PyG | Notion

conda update -n base -c defaults conda
conda install cuda -c nvidia
nvcc -V
which nvcc

echo $CONDA_DEFAULT_ENV
sudo mkdir /usr/x86_64-linux-gnu
sudo ln -s ~/anaconda3/envs/$CONDA_DEFAULT_ENV/lib64 /usr/x86_64-linux-gnu/lib64
export CUDA_HOME="$HOME/anaconda3/envs/$CONDA_DEFAULT_ENV"
export LD_LIBRARY_PATH="$HOME/anaconda3/envs/$CONDA_DEFAULT_ENV/lib"
export LPATH="$HOME/anaconda3/envs/$CONDA_DEFAULT_ENV/lib"
export LIBRARY_PATH="$HOME/anaconda3/envs/$CONDA_DEFAULT_ENV/lib"
ld -lcudart --verbose

# 上面的安装不成功再用下面的
sudo apt-get install aptitude
sudo aptitude install cuda
sudo reboot

pip install glances ranger-fm
pip install rich tensorboard click ninja easydict pyyaml 
pip install matplotlib seaborn scipy pyecharts
pip install wandb tensorboardx python-igraph pystow==0.1.0 

pip install torch==1.11.0+cu113 torchvision==0.12.0+cu113 torchaudio==0.11.0 --extra-index-url <https://download.pytorch.org/whl/cu113>
pip install torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-geometric

pip install ogb==1.3.2 pykeen==1.0.5

torch-1.11.0+cu113

pip install torch==1.11.0+cu113 torchvision==0.12.0+cu113 torchaudio==0.11.0 --extra-index-url <https://download.pytorch.org/whl/cu113>

pip install --force-reinstall torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install --force-reinstall torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install --force-reinstall torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install --force-reinstall torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install --force-reinstall torch-geometric

pip install torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu113.html>
pip install torch-geometric

torch-1.10.0+cu102

# CUDA 10.2
conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cudatoolkit=10.2 -c pytorch

# CUDA 11.3
conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cudatoolkit=11.3 -c pytorch -c conda-forge

pip install --force-reinstall torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install --force-reinstall torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install --force-reinstall torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install --force-reinstall torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install --force-reinstall torch-geometric

pip install torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.10.0+cu102.html>
pip install torch-geometric

torch-1.11.0+cu102

pip install torch==1.11.0+cu102 torchvision==0.12.0+cu102 torchaudio==0.11.0 --extra-index-url <https://download.pytorch.org/whl/cu102>

pip install --force-reinstall torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install --force-reinstall torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install --force-reinstall torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install --force-reinstall torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install --force-reinstall torch-geometric

pip install torch-scatter==2.0.9 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install torch-sparse==0.6.13 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install torch-cluster==1.6.0 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install torch-spline-conv==1.2.1 -f <https://pytorch-geometric.com/whl/torch-1.11.0+cu102.html>
pip install torch-geometric