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### ** Using NVIDIA GPU on Nodes (Optional)**
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For nodes equipped with ** NVIDIA GPUs** , ensure the following prerequisites:
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- ** NVIDIA Driver** : Version 525.60.13 or later.
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- ** CUDA** : Version 12.1 is required. After installation, verify with <code >nvidia-smi</code >.
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- ** NVIDIA Container Toolkit** : Install to enable GPU access within Docker containers.
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Follow these guides for proper installation:
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- [ CUDA Installation Guide for Linux] ( https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html )
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- [ NVIDIA Container Toolkit Installation Guide] ( https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html )
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