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Guide to Install TensorFlow

This is a installation guide for Windows (tested only on Windows 10) using pip

  1. Get Python 3.4-3.7 64-bit only

  2. Add to PATH

  3. Get pip (comes with Python installation)

  4. (Optional)

    pip install virtualenv
  5. pip install --upgrade tensorflow

  6. Test with

    python -c "import tensorflow as tf;print(tf.reduce_sum(tf.random.normal([1000, 1000])))"

    If you get a lot of not located warnings but get

    tf.Tensor(-1565.4648, shape=(), dtype=float32)

    Then it is a success

  7. (Optional for Nvidia Graphics cards GT 430 or GTX 465 or 410M or higher;

    See full list @ link)

    • The latest NVIDIA® GPU drivers

    • The CUDA® Toolkit

    • The cuDNN SDK (Requires a Nvidia Account)

    • Add to PATH the following (Note, must be v10.1 as of 1/12/20, otherwise check the documentation in the link here)

      • C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\bin

      • C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\extras\CUPTI\libx64

      • C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\include

      • Where ever you unziped the cuDNN SDK's bin directory. i.e.

        ​ C:\tools\cuda\bin

  8. Repeat step 6 but you should see a bunch of successes and

    tf.Tensor(-1565.4648, shape=(), dtype=float32)

Issues

Post an Issue to the Issues tab in GitHub

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