Azure ML Endpoint-Deploy as Webservice Greyed out

Domsohn, Kyle 21 Reputation points


Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. YutongTie-MSFT 47,686 Reputation points

    Hello @Domsohn, Kyle

    Thanks for using Microsoft Q&A platform. As you see, the "Deploy to web service" option has been upgrade to two new options -
    "Deploy to real-time endpoint" and "Deploy to batch endpoint"

    For more information about the two new options, please refer to this page -

    I hope this helps! Those new options make thing easier. Please feel free to use this forum if you have any further questions.


    -Please kindly accept the answer if you feel helpful to support the community, thanks a lot.

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  2. Domsohn, Kyle 21 Reputation points


    I have been trying to get the "Deploy to real-time endpoint" option to work but the deployment keeps failing with the error below:

    {"code":"DeploymentFailed","message":"At least one resource deployment operation failed. Please list deployment operations for details. Please see for usage details.","details":[{"code":"InferencingClientCreateDeploymentFailed","message":"InferencingClient HttpRequest error, error detail: \"No Environment was provided. Environment is required for custom model formats.\""}]}

    Although, when I create deployments I have option to select an environment.



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