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NVIDIA GPU: You will need an NVIDIA GPU with CUDA compute capability 3.0 or higher. Most modern NVIDIA GPUs should meet this requirement. To check the compute capability of your GPU, you can use the nvidia-smi command or refer to NVIDIA's documentation. Software: CUDA Toolkit: You'll need to have the CUDA Toolkit installed on your system. This includes the CUDA driver, compiler, and libraries necessary for CUDA development. You can download the CUDA Toolkit from NVIDIA's website. PyTorch with CUDA support: Ensure you have PyTorch installed with CUDA support. Windows. You can install it using pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124 (replace cu124 with cu118 for CUDA version 11).