Azure ML Endpoint-Deploy as Webservice Greyed out

Question

Answer 1

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 - https://learn.microsoft.com/en-us/azure/machine-learning/concept-endpoints

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

Regards,
Yutong

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

Answer 2

Hi,

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 https://aka.ms/DeployOperations 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.

Thanks,
Kyle