CODEWITHSUNDEEP
google-cloud-platformgoogle-cloud-endpointsgoogle-cloud-vertex-ai
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Reputation: 9

Vertex AI Endpoint creation failes

When I try to deploy a google auto ml trained model to a google vertex ai endpoint (which worked 3 days ago) I suddely get an error message:

Hello Vertex AI Customer,

Due to an error, Vertex AI was unable to create endpoint "test2". Additional Details: Operation State: Failed with errors Resource Name: projects//######/locations/europe-west4/endpoints//##### Error Messages: Machine type temporarily unavailable, please deploy with a different machine type or retry

To view the error on Cloud Console, go back to your endpoint using https://console.cloud.google.com/vertex-ai/locations/europe-west4/models//#####/versions/1/deploy?authuser=1&folder=&organizationId=&project=/######

Sincerely, The Google Cloud AI TeamHello Vertex AI Customer,

Does anyone have an idea why the endpoint deployment suddely does not work anymore?

Upvotes: 0

Views: 1507

Answers (1)

no steppin' on snekin'
no steppin' on snekin'

Reputation: 88

I learned the hard way that europe-west4 has strange limitations for prediction. For example, if you check this Region Considerations page, you'll see that some europe-west4 accelerators are used for training but not prediction.

Otherwise, if you say it worked three days ago, it could be due to pressure on resources in europe-west4 (which is very common to use with Vertex AI due to its wider range of available resources for training and prediction).

Upvotes: 1

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