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Re:Announcing New AWS Deep Learning AMI for Microsoft Windows by Impossible on Friday December 01, 2017 @12:33PM (#15825518)
From the post

The AMIs come prepackaged with Nvidia CUDA 9, cuDNN 7, and Nvidia 385.54 drivers, and contain the Anaconda platform (supports Python versions 2.7 and 3.5).

CUDA support and Nvidia drivers imply access to GPUs.

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