EKS adds support for GPUs

On August 23rd, EKS added support for GPU instance types such as the P2 and P3 which are optimal for running HPC and Machine Learning workloads. For more information, see
https://aws.amazon.com/about-aws/whats-new/2018/08/amazon-eks-supports-gpu-enabled-ec2-instances/

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