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SageMaker Batch Transform local mode?

0

Hi,

A customer is experimenting with SageMaker batch transform with parquet and is interested is some form of local development to speedup iteration. Does SageMaker Batch Transform support local mode?

Topics
Machine Learning & AI
Tags
Amazon SageMaker
Language
English
AWS
EXPERT
Olivier_CR
asked 5 years ago845 views
1 Answer
1
Accepted Answer

You can do local testing by running the container in serve mode as a docker. Then using Curl/Postman to send an HTTP request and inspecting the response.

The request can be CSV/JSON or binary (a parquet file in your case).

If you're able to run the Pytorch model in serve mode locally, then this local testing provides a lot of coverage before running in Batch Transform itself.

AWS
Gili Nachum
answered 5 years ago
profile picture
EXPERT
Oleksii Bebych
reviewed 3 months ago

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