https://github.com/ashishpatel26/tensorflow-installation-on-windows10-cuda-and-cudnn

TensorFlow installation on windows10 CUDA and cudnn
https://github.com/ashishpatel26/tensorflow-installation-on-windows10-cuda-and-cudnn

cuda cudatoolkit cudnn installation nvidia tensorflow tensorflow2 windows windows10

Last synced: about 2 months ago
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TensorFlow installation on windows10 CUDA and cudnn

• Host: GitHub
• URL: https://github.com/ashishpatel26/tensorflow-installation-on-windows10-cuda-and-cudnn
• Owner: ashishpatel26
• Created: 2021-07-12T10:16:52.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-07-12T12:59:59.000Z (almost 4 years ago)
• Last Synced: 2025-04-02T17:52:56.711Z (3 months ago)
• Topics: cuda, cudatoolkit, cudnn, installation, nvidia, tensorflow, tensorflow2, windows, windows10
• Language: Python
• Homepage:
• Size: 688 KB
• Stars: 9
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### Tensorflow 2 Installation On Windows10 with CUDA and cudnn

![image-20210712165459686](https://raw.githubusercontent.com/ashishpatel26/tensorflow-installation-on-windows10-CUDA-and-cudnn/main/images/image-20210712165459686.png)

---

1. **Install anaconda : https://www.anaconda.com/products/individual**

   ![](https://raw.githubusercontent.com/ashishpatel26/tensorflow-installation-on-windows10-CUDA-and-cudnn/main/images/anaconda.png)

2. **Install visual C++ :** https://support.microsoft.com/en-us/topic/the-latest-supported-visual-c-downloads-2647da03-1eea-4433-9aff-95f26a218cc0

   ![](https://raw.githubusercontent.com/ashishpatel26/tensorflow-installation-on-windows10-CUDA-and-cudnn/main/images/c%2B%2B.png)

3. **Check the Link https://www.tensorflow.org/install/source_windows for cuda version**

   ![](https://raw.githubusercontent.com/ashishpatel26/tensorflow-installation-on-windows10-CUDA-and-cudnn/main/images/TensorflowCuda.png)

   ### GPU

   | Version              | Python version | Compiler  | Build tools | cuDNN | CUDA |

   | :------------------- | :------------- | :-------- | :---------- | :---- | :--- |

   | tensorflow_gpu-2.5.0 | 3.6-3.9        | MSVC 2019 | Bazel 3.7.2 | 8.1   | 11.2 |

4. **Create the new environment in Conda**

###### Commands :

1. ```bash

   conda create -n tf_gpu python==3.8

   ```

2. ```bash

   conda activate tf_gpu

   ```

3. ```bash 

   conda install cudatoolkit=11.2 cudnn=8.1 -c=conda-forge

   ```

4.  ```bash

    pip install --upgrade tensorflow-gpu

    ```

5. **Testing GPU is available or Not.**

```python

import tensorflow as tf

tf.test.is_gpu_available()

```

6. **Installation of CUDA Toolkit as well** - **[Download CudaToolkit](https://developer.nvidia.com/cuda-downloads)**

   ![](https://cdn.ourcodeworld.com/public-media/gallery/gallery-5ff6217950d99.png)

   **Thanks for Reading**

   ---