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In the fast-evolving landscape of deep learning, harnessing the power of Graphics Processing Units (GPUs) has become indispensable for accelerating complex computations and training deep neural networks. CUDA (Compute Unified Device Architecture) and cuDNN (CUDA Deep Neural Network library) are key components in this realm, providing a robust framework for GPU acceleration. This article serves as a comprehensive guide for setting up CUDA and cuDNN on Ubuntu, offering step-by-step instructions and insights to empower both beginners and experienced practitioners in leveraging the full potential of their GPU hardware. As the demand for computational power in deep learning continues to surge, understanding how to set up and optimize GPU environments is crucial. This article navigates through the intricacies of installing CUDA and cuDNN on Ubuntu, a popular and user-friendly Linux distribution. Readers will be guided through the entire process, from checking GPU compatibility and installing the necessary dependencies to configuring CUDA and integrating cuDNN seamlessly. Don't forget to subscribe to our channel and hit the notification bell, so you never miss an update on our latest JavaScript tutorials and coding tips. 🔴 Code and Article: https://tinyurl.com/y428xv7e 🔴 Subscribe for more videos: / @enablegeek ✅ Website: https://www.enablegeek.com ✅ Facebook Page: https://www.facebook.com/enablegeek/ ✅ Twitter: https://twitter.com/enablegeek