Supported Instance Types and Availability Zones - Amazon SageMaker

Supported Instance Types and Availability Zones

This topic provides one table for each AWS Region supported by Amazon SageMaker. Each table has a column for each Availability Zone in the Region. For each Availability Zone, the Amazon SageMaker components that support each instance type are shown. The components are listed in the tables as follows.

  • Notebook – Notebook instances

  • Training – Training jobs

  • Batch – Batch transform jobs

  • Endpoint – Hosted endpoints

If no components support the instance type in an Availability Zone, the cell contains "None". If all components support the instance type in an Availability Zone, the cell contains "All".

Not all components are supported on each instance type in each Availability Zone.

To create a component on a specific instance type, you must specify the Availability Zone ID, which is listed in the header row of each table, for example, use1-az1.

Note

Availability Zone names, for example, us-east-1a, don't map directly to Availability Zone IDs. For different AWS accounts, the same Availability Zone name might refer to a different Availability Zone ID.

For more information, see Regions and Availability Zones in the Amazon EC2 User Guide and AZ IDs for Your Resources in the AWS RAM User Guide.