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Hello,
Thank you for posting your question! You may consider below steps to optimize the GPU setting to get the best performance from the GPU: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/optimize_gpu.html
In the above URL you can specify GPU clock speed to maximum frequency depending on instance type.
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Just to be clear, by "local storage," do you mean EC2 instance storage, or do you mean the root EBS volume for your instance? The two have very different performance characteristics.