fix: add af-south-1 registry id for sagemaker prebuilt ECR image data source #36803
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Description
The
prebuiltECRImageIDByRegion_deepLearning
map is missing the account-id / registry-id for theaf-south-1
(South Africa) region. This PR adds that missing account-id to ensure we avoid below error onaf-south-1
:References
https://docs.aws.amazon.com/sagemaker/latest/dg-ecr-paths/ecr-af-south-1.html#huggingface-af-south-1.title
https:/aws/deep-learning-containers/blob/master/available_images.md
Output from Acceptance Testing