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I'm able to run Keras in the recent builds, but haven't tried gpu support because I don't have a gpu :(



There is no CUDA/OpenCL support.

Of course, you can run Tensorflow on 'plain' Windows:

https://www.tensorflow.org/install/install_windows




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