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For Sagemaker deployment, BentoML requires docker access to build image, and AWS credentials with permissions for ECR and Sagemaker, and optional permissions such as S3, cloudwatch and others base on your inference service's need. You can read more about the sagemaker permission here: https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createmodel-perms