How to Install GPU version of Tensorflow in Windows | Tensorflow-GPU ==2.1.0
In this video we are going to show you how to install tensorflow gpu in our windows .
1. How to install tensorflow
2. How to install tensorflow gpu version
3. How to install tensorflow version 2 or 2.1
4. How to install tensorflow2 in windows
Steps:
1. Uninstall all NVIDIA Drivers/Software and delete all NVIDIA files from program files (x86 aswell)
2. Install Visual Studio 2017 (from link above)
3. Install CUDA (first check compatible versions using link above)
4. Download cuDNN (again check version is same as CUDA version)
5. Extract the cuDNN zip folder to your desktop. Open a new windows explorer and navigate to C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\Vx.x\ . Now copy the contents of the downloaded and extracted cuDNN folder into the appropriate folders (files from cuDNN bin go into the new windows explorer bin folder etc.).
6. Navigate to your system enviorment variables and edit the path. Add the following two directories into your path:
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\bin
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0\libnvvp
7. Download and Install Anaconda (from link above)
8. Set up a virtual enviorment using python 3.5
conda create -n [name] python=3.5
9. Activate the virtual enviorment
activate [name]
10. Install packages
pip install --ignore-installed --upgrade tensorflow-gpu
pip install keras
pip install pandas (optional)
pip install numpy (optional)
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