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You are recieving the ValidationException becasue AL2 doesn't support ml.p2 instance types. According to the public documentation:
Amazon Linux 2 supports instances listed under Notebook Instances in Amazon SageMaker Pricing with the exception that Amazon Linux 2 does not support ml.p2 instances.
You can using a different instance family (i.e. p3, g4dn, or g5) as a work around.
Hello,
Thank you for using AWS SageMaker. I sincerely apologies on behalf of AWS for the inconvenience caused due to above error encountered at your end while using Notebook instance.
P2 family instance type were supported by AL1 (notebook-al1-v1) Platform identifier, as the AL1 (notebook-al1-v1) is deprecated so using P2 instance type is not possible.
To overcome the issue you can use P3 instance type of G4 instance family depending on your use case.
If issue persist then I'd recommend to reach out to AWS Support for further investigating the issue. To open a support case with AWS using the link: https://console.aws.amazon.com/support/home?#/case/create
Reference:
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- AWS 官方已更新 1 年前
Incredibly helpful, thank you.