Failing to create multi-model endpoint

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I have been trying to create a multi-model endpoint with my own container, using the instructions here: https://docs.aws.amazon.com/sagemaker/latest/dg/build-multi-model-build-container.html.

Following the instructions here, I am able to successfully create a model and endpoint configuration: https://docs.aws.amazon.com/sagemaker/latest/dg/create-multi-model-endpoint-sdk.html

However, when I try to create the endpoint itself, it shows the status of "Creating" for over 2 hours, before finally stopping with the status, "Failed". It gives no reason for the failure or any other help.

Does anyone have any ideas?

Thanks!

gdaley
asked 2 years ago33 views
2 Answers
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Hi gdaley,

Thanks for using Amazon SageMaker!

We are seeing the following exception when creating your endpoint:
OCI runtime create failed: container_linux.go:370: starting container process caused: exec: "python": executable file not found in $PATH: unknown"

This is related to the python path ENTRYPOINT setup in Dockerfile. Please check your Python path setup is the same as https://docs.aws.amazon.com/sagemaker/latest/dg/build-multi-model-build-container.html

To help you resolve the issue faster, you can create a support case with AWS at https://console.aws.amazon.com/support/home#/

Thanks,
Amazon SageMaker

answered 2 years ago
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Thank you!

gdaley
answered 2 years ago

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