You can not use your GPU on virtual box. Because virtual box cannot pass through the host GPU.
However, you can use the windows version of python which can use the GPU on your windows machine. Here is the installation procedure for windows.
After installing cuda
, cudnn
and anaconda 3.6
I just used,
$ pip install tensorflow-gpu
That's all.
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