Can't create Amazon SageMaker instance due to "An Elastic Inference Accelerator cannot be attached to Notebook Instances of type 'ml.p3dn.24xlarge'. Please choose a different instance type"

Hi Manuwai! Thank you very much for your prompt response!

I want to launch the instance using Amazon Sagemaker.

Just simply choose the noetbook instance type that i want and launch. But it failed due to the mentioned reason

Are these the steps you are following to launch the Notebook Instance? https://docs.aws.amazon.com/sagemaker/latest/dg/gs-setup-working-env.html

Working backwards from your end goal - Is there a particular reason for using a large Notebook Instance size such as "ml.p3dn.24xlarge"?

It is worth looking into SageMaker Training Jobs. You can launch a smaller Notebook Instance size (i.e. ml.t3.medium) to do data exploration and setup. Then submit a Training Job. This will spin up a large instance (i.e. ml.p3dn.24xlarge) only for the time the Training Job runs helping lower cost.

https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-training.html

A good example of using Training Jobs can be found here: https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_applying_machine_learning/xgboost_customer_churn/xgboost_customer_churn.ipynb