how to install cuda on ubuntu 20 04
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Installing CUDA on Ubuntu 20.04 is a straightforward process, but it requires careful steps to ensure proper configuration. CUDA is a parallel computing platform and programming model developed by NVIDIA, and it enables developers to use NVIDIA GPUs for general-purpose processing.
Here’s a step-by-step tutorial on how to install CUDA on Ubuntu 20.04:
Before installing CUDA, make sure your GPU is compatible with the CUDA Toolkit. You can find the list of supported GPUs on the NVIDIA website: https://developer.nvidia.com/cuda-gpus
Ensure that you have the latest NVIDIA GPU drivers installed. You can use the following commands to install them:
Reboot your system after installing the drivers.
Visit the official NVIDIA CUDA Toolkit download page: https://developer.nvidia.com/cuda-downloads
Choose your distribution (in this case, Ubuntu) and architecture (x86_64). Download the deb(network) file.
Navigate to the directory where you downloaded the CUDA Toolkit and install it using the following commands:
Replace distro with ubuntu2004 and version with the CUDA version you downloaded.
Add the CUDA binaries directory to your PATH and update the LD_LIBRARY_PATH variable. Add the following lines to your ~/.bashrc or ~/.zshrc file:
Replace version with the version of CUDA you installed.
Check if CUDA is installed correctly by running the following commands:
The first command should display the CUDA compiler version, and the second one should show information about your NVIDIA GPU.
If you are planning to use deep learning frameworks like TensorFlow or PyTorch, it’s recommended to install cuDNN. Download cuDNN from the NVIDIA website: https://developer.nvidia.com/cudnn
Follow the installation instructions provided with cuDNN.
Congratulations! You have successfully installed CUDA on Ubuntu 20.04. Remember to check for updates and consult the official documentation for any troubleshooting: https://docs.nvidia.com/cuda/
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