Install TensorFlow in Windows 11 and Python 3 10 using CUDA and CuDNN

Описание

Running TensorFlow with GPU is little bit advance and not straightforward. I am demonstrating installation of TensorFlow in Windows-11 and Python 3.10. We will doing this without Anaconda or Miniconda. Below are some links to download libraries required for TensorFlow installation.
Download VS: https://visualstudio.microsoft.com/vs/
TensorFlow site for GPU support: https://www.tensorflow.org/install/pip

Environment variables to set:
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.5\extras\CUPTI\lib64
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.5\extras\CUPTI\include
C:\tools\cudnn-windows-x86_64-8.6.0.163_cuda11-archive\bin
C:\tools\cudnn-windows-x86_64-8.6.0.163_cuda11-archive\include