How to Install the Latest TensorFlow Keras with a GPU without CONDA

In this video, I show how to install the latest version of TensorFlow with full GPU support. Though CONDA allows this install with much fewer steps, they are generally a few versions behind the latest. If you truly need the latest version of TensorFlow, these are the steps. An NVIDIA RTX A6000 is used to demonstrate the install.

1:36 – Part 1: TensorFlow GPU Instructions
2:24 – Part 2: NVIDIA GPU Driver
4:32 – Part 3: CUDA Toolkit
8:25 – Part 4: CUDNN Install
16:38 – Part 5: Testing

Code to check if GPU is detected (last cell, at the bottom):
https://github.com/jeffheaton/t81_558_deep_learning/blob/master/install/tensorflow-install-mac-jan-2021.ipynb

** Much easier CONVDA-based install

GPU Used in this video:
https://www.nvidia.com/en-us/design-visualization/rtx-a6000/

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