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      docs/Installation-Windows.md

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docs/Installation-Windows.md


Run the installer and select the Express option. Note the directory where you installed the CUDA toolkit. In this guide, we installed in the directory `C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0`
<p align="center">
<img src="images/install_nvidia_cuda_toolkit.PNG"
alt="install nvidia cuda toolkit"
width="500" border="10" />
</p>
## (Optional) Step 2: Install Nvidia cuDNN library
<a href="https://developer.nvidia.com/cudnn" target="_blank">Download</a> and install the cuDNN library from Nvidia. cuDNN is is a GPU-accelerated library of primitives for deep neural networks. Before you can download, you will need to sign up for free to the Nvidia Developer Program.

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