Download OpenMPI from https://www.open-mpi.org
wget https://download.open-mpi.org/release/open-mpi/v3.1/openmpi-3.1.0.tar.gz
wget https://download.open-mpi.org/release/open-mpi/v3.1/openmpi-3.1.2.tar.gz
tar -xzf openmpi-*.tar.gz && cd openmpi-*
./configure --with-cuda
make -j$(nproc)
make install