AWS::SageMaker::Endpoint RollingUpdatePolicy - Amazon CloudFormation
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AWS::SageMaker::Endpoint RollingUpdatePolicy

Specifies a rolling deployment strategy for updating a SageMaker endpoint.

Syntax

To declare this entity in your Amazon CloudFormation template, use the following syntax:

Properties

MaximumBatchSize

Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count.

Required: Yes

Type: CapacitySize

Update requires: No interruption

MaximumExecutionTimeoutInSeconds

The time limit for the total deployment. Exceeding this limit causes a timeout.

Required: No

Type: Integer

Minimum: 600

Maximum: 28800

Update requires: No interruption

RollbackMaximumBatchSize

Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback.

Required: No

Type: CapacitySize

Update requires: No interruption

WaitIntervalInSeconds

The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet.

Required: Yes

Type: Integer

Minimum: 0

Maximum: 3600

Update requires: No interruption