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Zizi96
Zizi96

Reputation: 519

How to setup AWS sagemaker - Resource limit Error

I'm trying to set up my first SageMaker Studio so my team and myself can run some post processing scripts in a shared environment but I'm having issues.

I've followed the steps in this video(https://www.youtube.com/watch?v=wiDHCWVrjCU&ab_channel=AmazonWebServices) which are:

  1. Select Standard setup
  2. Select AWS Identity and Access Management (IAM)
  3. Under permissions - Create and select new execution role
  4. Under Network and storage - Select VPC, Subnet and Security group
  5. Hit the submit button at the bottom of the page.

In the video, he clicks submit and is taken to the control panel where he starts the next phase of adding users, however I'm greeted with this error.

Resource limit Error

I've checked my Registered domains under route 53 and it says No domains to display, I've also checked my S2 and I have no instances so I have no idea where the 2 domains being utilized are.

My dashboard, image and Notebooks are all empty so as far as I know there's nothing setup on this Sage Maker account.

Could anyone tell me how to resolve this error?

Upvotes: 0

Views: 828

Answers (3)

n1tk
n1tk

Reputation: 2490

Previously, until 2023, AWS supported single aws sagemaker domain per region, and your error does surface that issue. Now AWS supports multi domains (default I do think are 5 domains per account and quota can be increased by engaging aws for your account), info on the multi domains can be found at Multiple domains overview

Having multiple Amazon SageMaker domain simplifies managing machine learning workflows for administrators of enterprises with diverse business units, teams, or projects.

For any sagemaker service, if any limit errors it is present, a user can look at Amazon SageMaker endpoints and quotas. This page included detailed list of services and quotas for Region-specific endpoints that Amazon SageMaker supports for training and deploying models.

Note: is it advised to use Regional STS endpoints over global (legacy) STS endpoint because does reduce latency, build in redundancy, and increase session token validity.

Upvotes: 0

abhishek bhardwaj
abhishek bhardwaj

Reputation: 11

AWS Sagemaker now supports multi-domain <announced in the Re-Invent 2022, Tested in US-EAST-1 > enter image description here

Upvotes: 1

andras
andras

Reputation: 155

You can have maximum 1 studio domain per region, by the default limits. Though, it seems like you have two domains already provisioned. Try to delete all the domains through the AWS cli and recreate with the AWS Management Console.

Unfortunately, AWS Management Console cannot visualize more than one Studio domain.

Upvotes: 0

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