Amazon SageMaker AI endpoints and quotas
To connect programmatically to an AWS service, you use an endpoint. AWS services offer the following endpoint types in some or all of the AWS Regions that the service supports: IPv4 endpoints, dual-stack endpoints, and FIPS endpoints. Some services provide global endpoints. For more information, see AWS service endpoints.
Service quotas, also referred to as limits, are the maximum number of service resources or operations for your AWS account. For more information, see AWS service quotas.
The following are the service endpoints and service quotas for this service.
Service Endpoints
The following table provides a list of Region-specific endpoints that Amazon SageMaker AI supports for training and deploying models. This include creating and managing notebook instances, training jobs, model, endpoint configurations, and endpoints.
| Region Name | Region | Endpoint | Protocol |
|---|---|---|---|
| US East (Ohio) | us-east-2 |
api.sagemaker.us-east-2.amazonaws.com api-fips.sagemaker.us-east-2.api.aws api-fips.sagemaker.us-east-2.amazonaws.com api.sagemaker.us-east-2.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US East (N. Virginia) | us-east-1 |
api.sagemaker.us-east-1.amazonaws.com api-fips.sagemaker.us-east-1.api.aws api-fips.sagemaker.us-east-1.amazonaws.com api.sagemaker.us-east-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US West (N. California) | us-west-1 |
api.sagemaker.us-west-1.amazonaws.com api-fips.sagemaker.us-west-1.api.aws api-fips.sagemaker.us-west-1.amazonaws.com api.sagemaker.us-west-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US West (Oregon) | us-west-2 |
api.sagemaker.us-west-2.amazonaws.com api-fips.sagemaker.us-west-2.api.aws api-fips.sagemaker.us-west-2.amazonaws.com api.sagemaker.us-west-2.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| Africa (Cape Town) | af-south-1 |
api.sagemaker.af-south-1.amazonaws.com api.sagemaker.af-south-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Hong Kong) | ap-east-1 |
api.sagemaker.ap-east-1.amazonaws.com api.sagemaker.ap-east-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Hyderabad) | ap-south-2 |
api.sagemaker.ap-south-2.amazonaws.com api.sagemaker.ap-south-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Jakarta) | ap-southeast-3 |
api.sagemaker.ap-southeast-3.amazonaws.com api.sagemaker.ap-southeast-3.api.aws |
HTTPS HTTPS |
| Asia Pacific (Malaysia) | ap-southeast-5 |
api.sagemaker.ap-southeast-5.amazonaws.com api.sagemaker.ap-southeast-5.api.aws |
HTTPS HTTPS |
| Asia Pacific (Melbourne) | ap-southeast-4 |
api.sagemaker.ap-southeast-4.amazonaws.com api.sagemaker.ap-southeast-4.api.aws |
HTTPS HTTPS |
| Asia Pacific (Mumbai) | ap-south-1 |
api.sagemaker.ap-south-1.amazonaws.com api.sagemaker.ap-south-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (New Zealand) | ap-southeast-6 |
api.sagemaker.ap-southeast-6.amazonaws.com api.sagemaker.ap-southeast-6.api.aws |
HTTPS HTTPS |
| Asia Pacific (Osaka) | ap-northeast-3 |
api.sagemaker.ap-northeast-3.amazonaws.com api.sagemaker.ap-northeast-3.api.aws |
HTTPS HTTPS |
| Asia Pacific (Seoul) | ap-northeast-2 |
api.sagemaker.ap-northeast-2.amazonaws.com api.sagemaker.ap-northeast-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Singapore) | ap-southeast-1 |
api.sagemaker.ap-southeast-1.amazonaws.com api.sagemaker.ap-southeast-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Sydney) | ap-southeast-2 |
api.sagemaker.ap-southeast-2.amazonaws.com api.sagemaker.ap-southeast-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Taipei) | ap-east-2 |
api.sagemaker.ap-east-2.amazonaws.com api.sagemaker.ap-east-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Thailand) | ap-southeast-7 |
api.sagemaker.ap-southeast-7.amazonaws.com api.sagemaker.ap-southeast-7.api.aws |
HTTPS HTTPS |
| Asia Pacific (Tokyo) | ap-northeast-1 |
api.sagemaker.ap-northeast-1.amazonaws.com api.sagemaker.ap-northeast-1.api.aws |
HTTPS HTTPS |
| Canada (Central) | ca-central-1 |
api.sagemaker.ca-central-1.amazonaws.com api-fips.sagemaker.ca-central-1.api.aws api-fips.sagemaker.ca-central-1.amazonaws.com api.sagemaker.ca-central-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| Canada West (Calgary) | ca-west-1 |
api.sagemaker.ca-west-1.amazonaws.com api-fips.sagemaker.ca-west-1.api.aws api-fips.sagemaker.ca-west-1.amazonaws.com api.sagemaker.ca-west-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| Europe (Frankfurt) | eu-central-1 |
api.sagemaker.eu-central-1.amazonaws.com api.sagemaker.eu-central-1.api.aws |
HTTPS HTTPS |
| Europe (Ireland) | eu-west-1 |
api.sagemaker.eu-west-1.amazonaws.com api.sagemaker.eu-west-1.api.aws |
HTTPS HTTPS |
| Europe (London) | eu-west-2 |
api.sagemaker.eu-west-2.amazonaws.com api.sagemaker.eu-west-2.api.aws |
HTTPS HTTPS |
| Europe (Milan) | eu-south-1 |
api.sagemaker.eu-south-1.amazonaws.com api.sagemaker.eu-south-1.api.aws |
HTTPS HTTPS |
| Europe (Paris) | eu-west-3 |
api.sagemaker.eu-west-3.amazonaws.com api.sagemaker.eu-west-3.api.aws |
HTTPS HTTPS |
| Europe (Spain) | eu-south-2 |
api.sagemaker.eu-south-2.amazonaws.com api.sagemaker.eu-south-2.api.aws |
HTTPS HTTPS |
| Europe (Stockholm) | eu-north-1 |
api.sagemaker.eu-north-1.amazonaws.com api.sagemaker.eu-north-1.api.aws |
HTTPS HTTPS |
| Europe (Zurich) | eu-central-2 |
api.sagemaker.eu-central-2.amazonaws.com api.sagemaker.eu-central-2.api.aws |
HTTPS HTTPS |
| Israel (Tel Aviv) | il-central-1 |
api.sagemaker.il-central-1.amazonaws.com api.sagemaker.il-central-1.api.aws |
HTTPS HTTPS |
| Mexico (Central) | mx-central-1 |
api.sagemaker.mx-central-1.amazonaws.com api.sagemaker.mx-central-1.api.aws |
HTTPS HTTPS |
| Middle East (Bahrain) | me-south-1 |
api.sagemaker.me-south-1.amazonaws.com api.sagemaker.me-south-1.api.aws |
HTTPS HTTPS |
| Middle East (UAE) | me-central-1 |
api.sagemaker.me-central-1.amazonaws.com api.sagemaker.me-central-1.api.aws |
HTTPS HTTPS |
| South America (São Paulo) | sa-east-1 |
api.sagemaker.sa-east-1.amazonaws.com api.sagemaker.sa-east-1.api.aws |
HTTPS HTTPS |
| AWS GovCloud (US-East) | us-gov-east-1 |
api.sagemaker.us-gov-east-1.amazonaws.com api-fips.sagemaker.us-gov-east-1.api.aws api-fips.sagemaker.us-gov-east-1.amazonaws.com api.sagemaker.us-gov-east-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| AWS GovCloud (US-West) | us-gov-west-1 |
api.sagemaker.us-gov-west-1.amazonaws.com api-fips.sagemaker.us-gov-west-1.api.aws api-fips.sagemaker.us-gov-west-1.amazonaws.com api.sagemaker.us-gov-west-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
The following table provides a list of Region-specific endpoints that Amazon SageMaker AI supports for making inference requests against models hosted in SageMaker AI.
| Region Name | Region | Endpoint | Protocol |
|---|---|---|---|
| US East (Ohio) | us-east-2 |
runtime.sagemaker.us-east-2.amazonaws.com runtime-fips.sagemaker.us-east-2.api.aws runtime-fips.sagemaker.us-east-2.amazonaws.com runtime.sagemaker.us-east-2.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US East (N. Virginia) | us-east-1 |
runtime.sagemaker.us-east-1.amazonaws.com runtime-fips.sagemaker.us-east-1.api.aws runtime-fips.sagemaker.us-east-1.amazonaws.com runtime.sagemaker.us-east-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US West (N. California) | us-west-1 |
runtime.sagemaker.us-west-1.amazonaws.com runtime-fips.sagemaker.us-west-1.api.aws runtime-fips.sagemaker.us-west-1.amazonaws.com runtime.sagemaker.us-west-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US West (Oregon) | us-west-2 |
runtime.sagemaker.us-west-2.amazonaws.com runtime-fips.sagemaker.us-west-2.api.aws runtime-fips.sagemaker.us-west-2.amazonaws.com runtime.sagemaker.us-west-2.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| Africa (Cape Town) | af-south-1 |
runtime.sagemaker.af-south-1.amazonaws.com runtime.sagemaker.af-south-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Hong Kong) | ap-east-1 |
runtime.sagemaker.ap-east-1.amazonaws.com runtime.sagemaker.ap-east-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Hyderabad) | ap-south-2 |
runtime.sagemaker.ap-south-2.amazonaws.com runtime.sagemaker.ap-south-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Jakarta) | ap-southeast-3 |
runtime.sagemaker.ap-southeast-3.amazonaws.com runtime.sagemaker.ap-southeast-3.api.aws |
HTTPS HTTPS |
| Asia Pacific (Malaysia) | ap-southeast-5 |
runtime.sagemaker.ap-southeast-5.amazonaws.com runtime.sagemaker.ap-southeast-5.api.aws |
HTTPS HTTPS |
| Asia Pacific (Melbourne) | ap-southeast-4 |
runtime.sagemaker.ap-southeast-4.amazonaws.com runtime.sagemaker.ap-southeast-4.api.aws |
HTTPS HTTPS |
| Asia Pacific (Mumbai) | ap-south-1 |
runtime.sagemaker.ap-south-1.amazonaws.com runtime.sagemaker.ap-south-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (New Zealand) | ap-southeast-6 | runtime.sagemaker.ap-southeast-6.amazonaws.com | HTTPS |
| Asia Pacific (Osaka) | ap-northeast-3 |
runtime.sagemaker.ap-northeast-3.amazonaws.com runtime.sagemaker.ap-northeast-3.api.aws |
HTTPS HTTPS |
| Asia Pacific (Seoul) | ap-northeast-2 |
runtime.sagemaker.ap-northeast-2.amazonaws.com runtime.sagemaker.ap-northeast-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Singapore) | ap-southeast-1 |
runtime.sagemaker.ap-southeast-1.amazonaws.com runtime.sagemaker.ap-southeast-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Sydney) | ap-southeast-2 |
runtime.sagemaker.ap-southeast-2.amazonaws.com runtime.sagemaker.ap-southeast-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Taipei) | ap-east-2 |
runtime.sagemaker.ap-east-2.amazonaws.com runtime.sagemaker.ap-east-2.api.aws |
HTTPS HTTPS |
| Asia Pacific (Thailand) | ap-southeast-7 |
runtime.sagemaker.ap-southeast-7.amazonaws.com runtime.sagemaker.ap-southeast-7.api.aws |
HTTPS HTTPS |
| Asia Pacific (Tokyo) | ap-northeast-1 |
runtime.sagemaker.ap-northeast-1.amazonaws.com runtime.sagemaker.ap-northeast-1.api.aws |
HTTPS HTTPS |
| Canada (Central) | ca-central-1 |
runtime.sagemaker.ca-central-1.amazonaws.com runtime.sagemaker.ca-central-1.api.aws |
HTTPS HTTPS |
| Canada West (Calgary) | ca-west-1 |
runtime.sagemaker.ca-west-1.amazonaws.com runtime.sagemaker.ca-west-1.api.aws |
HTTPS HTTPS |
| Europe (Frankfurt) | eu-central-1 |
runtime.sagemaker.eu-central-1.amazonaws.com runtime.sagemaker.eu-central-1.api.aws |
HTTPS HTTPS |
| Europe (Ireland) | eu-west-1 |
runtime.sagemaker.eu-west-1.amazonaws.com runtime.sagemaker.eu-west-1.api.aws |
HTTPS HTTPS |
| Europe (London) | eu-west-2 |
runtime.sagemaker.eu-west-2.amazonaws.com runtime.sagemaker.eu-west-2.api.aws |
HTTPS HTTPS |
| Europe (Milan) | eu-south-1 |
runtime.sagemaker.eu-south-1.amazonaws.com runtime.sagemaker.eu-south-1.api.aws |
HTTPS HTTPS |
| Europe (Paris) | eu-west-3 |
runtime.sagemaker.eu-west-3.amazonaws.com runtime.sagemaker.eu-west-3.api.aws |
HTTPS HTTPS |
| Europe (Spain) | eu-south-2 |
runtime.sagemaker.eu-south-2.amazonaws.com runtime.sagemaker.eu-south-2.api.aws |
HTTPS HTTPS |
| Europe (Stockholm) | eu-north-1 |
runtime.sagemaker.eu-north-1.amazonaws.com runtime.sagemaker.eu-north-1.api.aws |
HTTPS HTTPS |
| Europe (Zurich) | eu-central-2 |
runtime.sagemaker.eu-central-2.amazonaws.com runtime.sagemaker.eu-central-2.api.aws |
HTTPS HTTPS |
| Israel (Tel Aviv) | il-central-1 |
runtime.sagemaker.il-central-1.amazonaws.com runtime.sagemaker.il-central-1.api.aws |
HTTPS HTTPS |
| Mexico (Central) | mx-central-1 |
runtime.sagemaker.mx-central-1.amazonaws.com runtime.sagemaker.mx-central-1.api.aws |
HTTPS HTTPS |
| Middle East (Bahrain) | me-south-1 |
runtime.sagemaker.me-south-1.amazonaws.com runtime.sagemaker.me-south-1.api.aws |
HTTPS HTTPS |
| Middle East (UAE) | me-central-1 |
runtime.sagemaker.me-central-1.amazonaws.com runtime.sagemaker.me-central-1.api.aws |
HTTPS HTTPS |
| South America (São Paulo) | sa-east-1 |
runtime.sagemaker.sa-east-1.amazonaws.com runtime.sagemaker.sa-east-1.api.aws |
HTTPS HTTPS |
| AWS GovCloud (US-East) | us-gov-east-1 |
runtime.sagemaker.us-gov-east-1.amazonaws.com runtime.sagemaker.us-gov-east-1.api.aws |
HTTPS HTTPS |
| AWS GovCloud (US-West) | us-gov-west-1 |
runtime.sagemaker.us-gov-west-1.amazonaws.com runtime.sagemaker.us-gov-west-1.api.aws |
HTTPS HTTPS |
The following table provides a list of Region-specific endpoints that Amazon SageMaker AI supports for SageMaker AI Feature Store.
| Region Name | Region | Endpoint | Protocol |
|---|---|---|---|
| US East (Ohio) | us-east-2 |
featurestore-runtime.sagemaker.us-east-2.amazonaws.com featurestore-runtime-fips.sagemaker.us-east-2.api.aws featurestore-runtime-fips.sagemaker.us-east-2.amazonaws.com featurestore-runtime.sagemaker.us-east-2.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US East (N. Virginia) | us-east-1 |
featurestore-runtime.sagemaker.us-east-1.amazonaws.com featurestore-runtime-fips.sagemaker.us-east-1.api.aws featurestore-runtime-fips.sagemaker.us-east-1.amazonaws.com featurestore-runtime.sagemaker.us-east-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US West (N. California) | us-west-1 |
featurestore-runtime.sagemaker.us-west-1.amazonaws.com featurestore-runtime-fips.sagemaker.us-west-1.api.aws featurestore-runtime-fips.sagemaker.us-west-1.amazonaws.com featurestore-runtime.sagemaker.us-west-1.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| US West (Oregon) | us-west-2 |
featurestore-runtime.sagemaker.us-west-2.amazonaws.com featurestore-runtime-fips.sagemaker.us-west-2.api.aws featurestore-runtime-fips.sagemaker.us-west-2.amazonaws.com featurestore-runtime.sagemaker.us-west-2.api.aws |
HTTPS HTTPS HTTPS HTTPS |
| Africa (Cape Town) | af-south-1 |
featurestore-runtime.sagemaker.af-south-1.amazonaws.com featurestore-runtime.sagemaker.af-south-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Hong Kong) | ap-east-1 |
featurestore-runtime.sagemaker.ap-east-1.amazonaws.com featurestore-runtime.sagemaker.ap-east-1.api.aws |
HTTPS HTTPS |
| Asia Pacific (Jakarta) |