can’t you just install the cpu packages for pytorch geometric alongside a cpu version of PyTorch? Are you getting some error?
pip install torch-scatter==latest+cpu torch-sparse==latest+cpu
pip install torch-cluster (optional)
pip install torch-spline-conv (optional)
python setup.py install or pip install torch-geometric