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## IMPORTANT NOTE: CUDA INSTALLATION IS NOT BEGINNER-FRIENDLY, IF YOU DON'T KNOW WHAT YOU ARE DOING DO NOT TRY, USE THE CPU VERSION.
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# CUDA Installation
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# CUDA Installation [YOUTUBE LINK](https://youtu.be/ZKhFAF6inR4) **step by step instructions**
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----
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Install Nvidia CUDA [Toolkit==11.8](https://developer.nvidia.com/cuda-11-8-0-download-archive) and [cuDNN](https://developer.nvidia.com/cudnn-downloads?target_os=Windows&target_arch=x86_64&target_version=Agnostic&cuda_version=11) (CUDA Deep Neural Network) for Deep Learning, you must download the **cuDNN version 8.9.2.26** from the [NVIDIA DEVELOPER cuDNN Archive](https://developer.nvidia.com/rdp/cudnn-archive), if you don't have developer account you can directly download it from [GoogleDrive](https://drive.google.com/file/d/1sBGH8s7OfmkiyMwXBU2iL01bXyODfXgU/view?usp=drive_link). Ensure install **Cuda1 1.8**. I found this [YOUTUBE](https://www.youtube.com/watch?v=ctQi9mU7t9o&t=655s) video useful for installation. If you have a different version of CUDA here is a [YOUTUBE](https://www.youtube.com/watch?v=I3awjvMZw9A&t=2s) link that guides you on how to uninstall your CUDA. Make sure to create paths in your Environment variable as described on [YOUTUBE VIDEO](https://www.youtube.com/watch?v=ctQi9mU7t9o&t=655s) Restart your computer after creating paths. We will make a video shortly to guide you with CUDA installation.
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