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From Failure to Full Setup: Installing and Restoring NVIDIA Drivers with CUDA on Linux
- Struggling with NVIDIA drivers and CUDA on Linux can lead to frustration and broken setups, especially for GPU-intensive tasks like machine learning.
- Documenting the setup process, the guide provides a comprehensive approach to establishing a stable NVIDIA + CUDA environment on Linux.
- Installing the latest NVIDIA driver version caused conflicts with Wayland, Ubuntu's display server, affecting external monitors.
- Opting for a stable driver version, like nvidia-driver-560, helped resolve conflicts and ensure proper functionality.
- Following the official Ubuntu guide for driver installation is recommended, offering clear instructions for compatibility.
- Choosing the appropriate NVIDIA driver version is crucial to avoid potential issues, especially with Wayland and display setups.
- Proper installation of the NVIDIA drivers requires attention to detail and may involve customization for specific requirements.
- Installing the CUDA Toolkit is essential for GPU-accelerated development, with post-installation actions being equally important.
- Verification of CUDA installation involves manually updating environment variables to ensure proper functionality.
- Post-installation actions, as outlined in the official CUDA Installation Guide, are critical for confirming and enabling CUDA functionalities.
- Running sample programs post-installation is advised to validate the setup and ensure the CUDA environment is functioning correctly.
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