Download and access Sagemaker algorithm containers

Question

I currently work with AWS Sagemaker and try to pull prebuild images from ECR.
However, I ran into issues while pulling some images, and others worked.
I successfully logged into the corresponding accounts ECR repo.

E.g., I can pull the following image without issues:
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:0.23-1-cpu-py3

And I run into the following issue with the next image:
docker pull 382416733822.dkr.ecr.us-east-1.amazonaws.com/pca:1

Error response from daemon: pull access denied for 382416733822.dkr.ecr.us-east-1.amazonaws.com/pca, repository does not exist or may require 'docker login': denied: User: XXXXXXXXXX is not authorized to perform: ecr:BatchGetImage on resource: arn:aws:ecr:us-east-1:382416733822:repository/pca because no resource-based policy allows the ecr:BatchGetImage action

It seems like the resource based policy denies access.

Is it not intended to download e.g. the PCA container image?

Answer

Hello, 1P Built-algorithm containers such as PCA are not publicly available and that is why you cannot pull it. The same would apply to LInear Leaner or BlazingText containers. Hope that answers your question

Download and access Sagemaker algorithm containers

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