I used the CI whl as per these instructions:

  
      github.com
  
  
    peterjc123/pytorch-scripts/blob/master/README.md 48
It is a repo that contains scripts that makes using PyTorch on Windows easier.

# Easy Installation
If you just want to install PyTorch as soon as possible.
You'll need Anaconda first. And then type in the following commands.
```Powershell
# If your main Python version is not 3.5 or 3.6
conda create -n test python=3.6 numpy pyyaml mkl

# for CPU only packages
conda install -c peterjc123 pytorch

# for Windows 10 and Windows Server 2016, CUDA 8
conda install -c peterjc123 pytorch cuda80

# for Windows 10 and Windows Server 2016, CUDA 9
conda install -c peterjc123 pytorch cuda90

# for Windows 7/8/8.1 and Windows Server 2008/2012, CUDA 8
conda install -c peterjc123 pytorch_legacy cuda80


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Works great for with winpython (ie no anaconda, just pip), but I only tried cpu.
Best regards
Thomas