Sagemaker - ValidationException

Question

Hello, 
I am trying to experiment with sagemaker and one of the built-in notebooks.

I got to the notebook by:

JumpStart > Huggingface > Question Answering

Whenever I run the notebook I get the following error.

'ClientError: An error occurred (ValidationException) when calling the CreateEndpointConfig operation: Instance type ml.p2.xlarge is not supported for the chosen region. Please choose some other instance type."

As best as I can tell, I need to set up my domain in a region that supports the above instance type.

Where can I find out the support for Sagemaker operations by region? (By the way, I have tried various instance types, and none work.)

Thanks for any help!

Answer

1) Check the default quota from offical doc, (search 'ml.p2.xlarge for endpoint usage', you will find default is 0, which is a soft limit to each account)
https://docs.aws.amazon.com/general/latest/gr/sagemaker.html
2) Check current specific quota set for your account
https://console.aws.amazon.com/servicequotas/home/services/sagemaker/quotas/L-FD469689
- Raise a ticket from AWS console self-service to raise the quota
If that's something you can't confirm, you can directly raise a ticket to AWS support to get the confirmed answer (which instance is availabe for you in spcific region)

Sagemaker - ValidationException

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