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sagemaker integration

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CannotStartContainerError: Please ensure the model container for variant default-variant-name starts correctly when invoked with 'docker run <image> serve'.

i get this error when i deploy my model on sagemaker ( that i build or train locally ) , please help

Topics
Machine Learning & AIStorage
Tags
Amazon SageMakerMachine Learning & AI
Language
English
asked a year ago535 views
1 Answer
0

Hi,

Did you follow the guidance of https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-training-algo-dockerfile.html so that SM can run your container after your trained it.

In particular, specifying the container entry point with ENTRYPOINT ["executable", "param1", "param2", ...] properly is very key. See all details in the doc.

Best,

Didier

EXPERT
answered a year ago

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