: On the Linux Download Page , select your distribution (e.g., Ubuntu , RHEL , or Debian ) and version.

: Go to the NVIDIA CUDA 12.1 Download Page .

: Choose Windows , your architecture ( x86_64 ), and your OS version (e.g., Windows 10 or 11 ).

wget https://nvidia.com sudo dpkg -i cuda-repo-ubuntu2204-12-1-local_12.1.0-530.30.02-1_amd64.deb sudo cp /var/cuda-repo-ubuntu2204-12-1-local/cuda-*-keyring.gpg /usr/share/keyrings/ sudo apt-get update sudo apt-get -y install cuda Use code with caution. CUDA Toolkit 12.1 Downloads - NVIDIA Developer

* Archive of Previous CUDA Releases. * FAQ. * Open Source Packages. * Submit a Bug. * Tarball and Zip Archive Deliverables. NVIDIA Developer Driver compatiblity cuda 12.1 - NVIDIA Developer Forums

The installation process varies depending on your operating system, but generally follows these steps: