#Process
Install the latest cuda toolkit available , i.e 12.2 using deb-network ( In Nvidia)
After Installation delete the Nvidia Graphics Driver.
```
sudo apt-get purge remove "*nvidia*"
```
Check Symlink of /usr/local/cuda and make sure it is linked to etc/alternatives/ ( It will fallback to safe lowest version of cuda installed as per priority)
```
sudo ubuntu-drivers devices
```
```
sudo apt install nvidia-driver-525 ( Last known Working)
```
```
sudo lshw -c display
```
```
prime-select query
```
```
sudo prime-select nvidia
```
cuda toolkit
nvcc --version