Setting Up CUDA, CUDNN, Keras, and TensorFlow on Windows 11 for GPU Deep Learning

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5 Jan 2022

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Complete walkthrough of installing TensorFlow/Keras with GPU support on Windows 11. We make use of a “pip install“ rather than conda, to ensure that we get the latest version of TensorFlow. This requires installing Visual C , CUDA, CuDNN, as well as the Python libraries. 0:54 Installation Guides 2:03 Step 1: NVIDIA Video Driver 3:49 Step 2: Visual C 7:04 Step 3: CUDA 8:20 Step 4: CuDNN 12:38 Step 5: Anaconda and Miniconda 15:21 Step 6: Jupyter 16:31 Step 7: Environment 17:16 Step 8: Jupyter Kernel 18:13 Step 9: TensorFlow/Keras 19:46 Problems? 21:18 Test Jupyter

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