Endpoint "predict-auto-price" deployment failed

Mervyn King 21 Reputation points
2022-08-25T12:21:05.143+00:00

I'm following the "Exercise - Explore regression with Azure Machine Learning designer"

I've redone this exercise twice following all the instructions perfectly!

On the "Deploy a service" section in the exercise, I've tried it over 7 times:

4. In the configuration screen, select Deploy a new real-time endpoint, using the following settings:

Name: predict-auto-price
Description: Auto price regression
Compute type: Azure Container Instance

It always fails with "Endpoint "predict-auto-price" deployment failed"

And nothing comes up in the Deployment Logs.
Please help! I'm out of idea's

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Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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Accepted answer
  1. romungi-MSFT 42,116 Reputation points Microsoft Employee
    2022-08-26T11:10:26.997+00:00

    @Mervyn King Do you see any new jobs added on the jobs tab when your deployment fails? Usually, there is a drop down that loads on the Deployment logs tab to select the Deployment. But, I dont see that on your page. It looks like the page might not have loaded completely. You can also report the issue using the smiley icon on the top right corner with a screen shot of this page.

    If an answer is helpful, please click on 130616-image.png or upvote 130671-image.png which might help other community members reading this thread.

    1 person found this answer helpful.

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  1. Amina HABIBOULLAH 1 Reputation point
    2022-08-31T17:46:02.323+00:00

    When you are deploying, you must increase CPU reserve capacity to 0.5. I think the default value of 0.1 is not enough for the predictive service deployment.


  2. Vygandas Razhas 0 Reputation points
    2023-01-28T10:43:31.7733333+00:00

    It seems as if this may either take a longer than expected time to complete or the page will need to be refreshed. I refreshed my page and everything seems to work now with a healthy endpoint state when accessing the Test tab for my endpoint.

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