Use Debugger Docker Images for Built-in or Custom Rules - Amazon SageMaker
Registry URLs for Built-in Rule EvaluatorsRegistry URLs for Custom Rule Evaluators
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Use Debugger Docker Images for Built-in or Custom Rules

Amazon SageMaker provides two sets of Docker images for rules: one set for evaluating rules provided by SageMaker (built-in rules) and one set for evaluating custom rules provided in Python source files.

If you use the Amazon SageMaker Python SDK, you can simply use SageMaker high-level Debugger API operations with SageMaker Estimator API operations, without having to manually retrieve the Debugger Docker images and configure the ConfigureTrainingJobAPI.

If you are not using the SageMaker Python SDK, you have to retrieve a relevant pre-built container base image for the Debugger rules. Amazon SageMaker Debugger provides pre-built Docker images for built-in and custom rules, and the images are stored in Amazon Elastic Container Registry (Amazon ECR). To pull an image from an Amazon ECR repository (or to push an image to one), use the full name registry URL of the image using the CreateTrainingJob API. SageMaker uses the following URL patterns for the Debugger rule container image registry address. 

<account_id>.dkr.ecr.<Region>.amazonaws.com/<ECR repository name>:<tag>

For the account ID in each Amazon Region, Amazon ECR repository name, and tag value, see the following topics.

Amazon SageMaker Debugger Registry URLs for Built-in Rule Evaluators

Use the following values for the components of the registry URLs for the images that provide built-in rules for Amazon SageMaker Debugger. For account IDs, see the following table.

ECR Repository Name: sagemaker-debugger-rules

Tag: latest

Example of a full registry URL:

904829902805.dkr.ecr.ap-south-1.amazonaws.com/sagemaker-debugger-rules:latest

Account IDs for Built-in Rules Container Images by Amazon Region
Region account_id
af-south-1

314341159256
ap-east-1

199566480951
ap-northeast-1

430734990657

ap-northeast-2

578805364391
ap-south-1

904829902805
ap-southeast-1

972752614525
ap-southeast-2

184798709955
ca-central-1

519511493484
cn-north-1

618459771430
cn-northwest-1

658757709296
eu-central-1

482524230118
eu-north-1

314864569078
eu-south-1

563282790590
eu-west-1

929884845733
eu-west-2

250201462417
eu-west-3

447278800020
me-south-1

986000313247
sa-east-1

818342061345
us-east-1

503895931360
us-east-2

915447279597
us-west-1

685455198987
us-west-2

895741380848
us-gov-west-1

515509971035

Amazon SageMaker Debugger Registry URLs for Custom Rule Evaluators

Use the following values for the components of the registry URL for the images that provide custom rule evaluators for Amazon SageMaker Debugger. For account IDs, see the following table.

ECR Repository Name: sagemaker-debugger-rule-evaluator

Tag: latest

Example of a full registry URL:

552407032007.dkr.ecr.ap-south-1.amazonaws.com/sagemaker-debugger-rule-evaluator:latest

Account IDs for Custom Rules Container Images by Amazon Region
Region account_id
af-south-1

515950693465
ap-east-1

645844755771
ap-northeast-1

670969264625

ap-northeast-2

326368420253
ap-south-1

552407032007
ap-southeast-1

631532610101
ap-southeast-2

445670767460
ca-central-1

105842248657
cn-north-1

617202126805
cn-northwest-1

658559488188
eu-central-1

691764027602
eu-north-1

091235270104
eu-south-1

335033873580
eu-west-1

606966180310
eu-west-2

074613877050
eu-west-3

224335253976
me-south-1

050406412588
sa-east-1

466516958431
us-east-1

864354269164
us-east-2

840043622174
us-west-1

952348334681
us-west-2

759209512951
us-gov-west-1

515361955729