how to use aws sagemaker containers?

Question

docs here, https://docs.aws.amazon.com/sagemaker/latest/dg/notebooks-available-images.html, provide list of images that are available. what is the URI for -> 
Data Science 3.0. based on the docs, example URI will be in this format
053634841547.dkr.ecr.us-west-1.amazonaws.com/sagemaker-distribution-prod:tag

what would be URI , for Base Python 3.0 (resource identifier - sagemaker-base-python-310-v1) ?

i tried , 
053634841547.dkr.ecr.us-west-1.amazonaws.com/sagemaker-base-python-310-v1 , but this doesn't work.

Answer

Hi,

You can use **sagemaker.image_uris.get_base_python_image_uri** from [SageMaker SDK API](https://sagemaker.readthedocs.io/en/stable/api/utility/image_uris.html#sagemaker.image_uris.get_training_image_uri) to retreive image URIs.

For python 3.10 image,
```
import sagemaker 
sagemaker.image_uris.get_base_python_image_uri('us-west-1', py_version='310')
```
That gives the following URI output,
```
053634841547.dkr.ecr.us-west-1.amazonaws.com/sagemaker-base-python-310:1.0
```

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how to use aws sagemaker containers?

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