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Why can't I see the instance metrics for my Amazon SageMaker endpoint though I can see the invocation metrics?
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I can see invocation metrics for my Amazon SageMaker endpoint in Amazon CloudWatch. However, instance metrics, such as CPUUtilization, MemoryUtilization, and DiskUtilization, are missing.
Resolution
To see instance metrics, the execution role for Amazon SageMaker must have the PutMetricData permission for CloudWatch.
To grant instance metrics the needed permissions, add "cloudwatch:PutMetricData" to the AWS Identity and Access Management (IAM) policy that's attached to the execution role. For more information, see How to use SageMaker execution roles.
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