2020, TensorFlow 2.0 GPU (CUDA), Keras, & Python 3.7 in Windows 10

Here is an update, as of July 2020. https://www.youtube.com/watch?v=PnK1jO2kXOQ

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This video walks you through a complete Python 3.7 and TensorFlow install. You will be shown the difference between Anaconda and MiniConda, and how to create an environment inside of Anaconda for TensorFlow.

Step 1: Identify GPU Card [5:31]
Step 2: Download Setup Script [6:22]
About Environment Setup Script [6:56]
Step 3: Install GPU Driver [8:01]
Step 4: Install CUDA Driver [13:55]
Step 5: Install cuDNN  [16:01]
Step 6: Install TensorRT (optional)  [21:15]
Step 7: Install MiniConda  [23:10]
Step 8: Install Jupyter  [25:10]
Step 9: Run Setup Script [25:48]

conda env create -v -f tensorflow.yml

Step 10: Install Jupyter Kernel [27:53]

python -m ipykernel install –user –name tensorflow –display-name “Python 3.7 (tensorflow)”

Step 11: Test Everything   

You can find the instructions here (from the video):
https://github.com/jeffheaton/t81_558_deep_learning/blob/master/install/tensorflow-install-jan-2020.ipynb

Other Platforms

Windows 10 CPU: https://www.youtube.com/watch?v=RgO8BBNGB8w&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN
Mac OSX CPU: https://www.youtube.com/watch?v=MpUvdLD932c&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN
Windows 10 GPU: https://www.youtube.com/watch?v=qrkEYf-YDyI&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN

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