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I am getting this error in trying to create an endpoint.
HttpResponseError: (ServiceError) Received 500 from a service request Code: ServiceError Message: Received 500 from a service request Target: POST https://inference-deployment-api.inference-deployment-api.svc/inferencedeployment/subscriptions/34630f53-ccb8-4e1f-842c-86478a8c169d/resourceGroups/pablo_default_group/providers/Microsoft.MachineLearningServices/workspaces/a1_workspace/endpoints/test-endpoint?api-version=2021-10-01&validateOnly=False Exception Details: (InternalServerError) Code: InternalServerError Message: Additional Information:Type: ComponentName Info: { "value": "managementfrontend" }Type: Correlation Info: { "value": { "operation": "8332fa0dc539f909b5e5269a6ad65385", "request": "00b385044f9141e1" } }Type: Environment Info: { "value": "eastus" }Type: Location Info: { "value": "eastus" }Type: Time Info: { "value": "2025-02-16T14:27:09.4947483+00:00" }
It looks an internal server failure.
Could you retry deployment in any other SKUs for computes. There are regional constraints on different SKUs of computes.
Could you confirm whether it is public or private resource and the dependent resources like key Vault, storage, container registry is reachable from ML overview page.
Reference - Troubleshoot Online endpoint
Thank you
Hello Pablo ,
Thank you for addressing my issue , I have been struggling with this issue since last two days.
I have deployed a public ML workspace and followed the below steps
After the submit it takes time for splitting the data and then eventually the job fails with the error mentioned before.
Thanks so much for your response.
I am really new to this, this is my very first deployment. And I am a data scientist with littel IT experiencie.
Can you help me understand what do you mean by SKUs of compute and how can I ensure that my VM has what it needs.
And I can confirm that the VM is set to public.
Thanks so much.
Pablo
You can refer the supported SKU or Family type of computes (Computes different RAM, Hard disk size)
Reference on Supported SKU for Online endpoint
Thank you.
Could you confirm that you were able to create endpoint after changing SKU type of computes.
Thank you.
Thanks so much Manas.
Appreciate it.
Dear Manas Mohanty:
Due to loads of works in another project I haven't been able to dedicate my sefl to solving this problem, once I have time I will definitely go through it. I think that with all the info you have provided me, and all the materials and tutuorial Microsoft offers I will be able to tackle it.
Otherwise, I will let you know.
I thank your help and dispossition.
Pablo.
