SageMaker DeepAR access data
Yes, it appears to be so. Look here for more details.
Here is a small, but important, extract:

&quot;Just like other Amazon SageMaker algorithms, it [deepAR] relies on Amazon
Simple Storage Service (Amazon S3) to store the training data and the
resulting model.&quot;

Hope this helps.