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nvidia-docker slow performance on amazon ec2

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I am using tensorflow-serving to run models on my local nvidia-docker image tensorflow/serving:latest-gpu with below configuration

  • gpu:GeForce GTX 1080 with 12 GB
  • Driver Version: 418.88
  • CUDA Version: 10.1

But my inference is taking almost "double" time when I am running in aws-ec2 with below configuration.

  • gpu: Tesla K80 with 12 GB
  • Driver Version: 418.40.04
  • CUDA Version: 10.1

Why is this happening?


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