https://github.com/zeyu-li/tensorflow_installation_guide

A guide to installing TensorFlow 2 :robot:
https://github.com/zeyu-li/tensorflow_installation_guide

tensorflow tensorflow-setup tensorflow-tutorial

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A guide to installing TensorFlow 2 :robot:

• Host: GitHub
• URL: https://github.com/zeyu-li/tensorflow_installation_guide
• Owner: Zeyu-Li
• Created: 2020-01-12T22:12:08.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-01-12T22:12:13.000Z (almost 5 years ago)
• Last Synced: 2024-11-03T07:24:42.473Z (about 2 months ago)
• Topics: tensorflow, tensorflow-setup, tensorflow-tutorial
• Homepage:
• Size: 1000 Bytes
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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)

   ```shell

   pip install virtualenv

   ```

   

5. ```shell

   pip install --upgrade tensorflow

   ```

6. Test with

   ```shell

   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

   ```python

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

   ```

   Then it is a success

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

   See full list @ [link](https://developer.nvidia.com/cuda-gpus))

   - The latest [NVIDIA® GPU drivers](https://www.nvidia.com/drivers)

   - The [CUDA® Toolkit](https://developer.nvidia.com/cuda-toolkit-archive)

   - The [cuDNN SDK](https://developer.nvidia.com/cudnn) (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](https://www.tensorflow.org/install/gpu#windows_setup))

     - 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 

   ```python

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

   ```

## Issues

Post an Issue to the Issues tab in GitHub

## Other Guides

- unspecific documentation: [TensorFlow](https://www.tensorflow.org/install/pip?lang=python3)