Is there a lightweight image that I can use for a sagemaker processing job ?

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All of the available images in Amazon are several gigs,? Is there a small lightweight image I can use for running data processing job ?

asked 4 months ago255 views
1 Answer
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Hi, for simple data processing you can likely use the SageMaker Scikit-learn image with SageMaker Processing, which is about 5.2GB (latest 1.2-1 image). Reference: https://docs.aws.amazon.com/sagemaker/latest/dg/pre-built-docker-containers-scikit-learn-spark.html

Alternatively, you can build your own custom container for SageMaker Processing, thus having flexibility in what to include in the image. Reference: https://docs.aws.amazon.com/sagemaker/latest/dg/build-your-own-processing-container.html

AWS
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answered 4 months ago

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