Reduce Amazon SageMaker costs with these tips
Build, train, and deploy machine learning models at scale
Amazon SageMaker cost saving tips
Optimize your Amazon SageMaker costs with these tips
Use Lifecycle Configurations
SageMaker Notebooks can be expensive on an hour-by-hour basis. By using Lifecycle Configurations, you can configure your idle kernels to automatically shut down when they are not active. I often advice customers to shut down the kernels after 60 minutes. Shutdown script can be found on the AWS website.
Utilize ML Savings Plan
You can utilize machine learning saving plans for Amazon SageMaker. It is like the Compute Savings Plan for EC2, Fargate and Lambda. Often my customers opt for the no-upfront method to save up to 30% on their SageMaker instances. It is best to stack slightly smaller saving plans, so they are fully utilized.
Utilize ML Savings Plan
You can utilize machine learning saving plans for Amazon SageMaker. It is like the Compute Savings Plan for EC2, Fargate and Lambda. Often my customers opt for the no-upfront method to save up to 30% on their SageMaker instances. It is best to stack slightly smaller saving plans, so they are fully utilized.