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Describe the bug
Currently image_uri retrieval always uses default jumpstart. For those who wants to use that function and passes a sagemaker session with profiles setup , it will not be received when running image_uris.retrieve(). the session is currently only used to retrieve the region of the session only
To reproduce
A clear, step-by-step set of instructions to reproduce the bug.