Minimize the production impact of ML model updates with Amazon SageMaker shadow testing
AWS Machine Learning
DECEMBER 1, 2022
You can choose to discard or log the responses of the shadow variant for offline comparison. Optionally, you can monitor the variants through a built-in dashboard with a side-by-side comparison of the performance metrics. Only the responses of the production variant are returned to the calling application. Step 4 – Compare metrics.
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