This page provides a comprehensive guide on setting up CUDA environment for development. If you are looking for a detailed explanation of CUDA architecture, please visit our CUDA Architecture Overview.
System Requirements
Before you begin, ensure your system meets the following requirements:
- Operating System: Linux, Windows, or macOS
- Processor: 64-bit capable processor
- Memory: At least 4GB of RAM
Installation Steps
- Install CUDA Toolkit: Download and install the latest CUDA Toolkit from the NVIDIA website.
- Install NVIDIA Driver: Install the appropriate NVIDIA driver for your GPU from the NVIDIA website.
- Configure Environment Variables: Add CUDA paths to your environment variables.
Linux
export PATH=/usr/local/cuda/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
Windows
- Right-click on "This PC" or "Computer" and select "Properties".
- Click on "Advanced system settings".
- Go to the "Environment Variables" tab.
- Click "New" and add the following variables:
Variable Name: CUDA_PATH
Variable Value: /usr/local/cuda
Variable Name: PATH
Variable Value: %CUDA_PATH%\bin;%PATH%
- Click "OK" to save the changes.
Troubleshooting
If you encounter any issues during the setup, refer to our CUDA Troubleshooting Guide.
Conclusion
By following the steps outlined above, you should now have a properly configured CUDA environment for development. Happy coding!