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AWS::SageMaker::InferenceComponent InferenceComponentSchedulingConfig
The scheduling configuration that determines how inference component copies are placed across available instances when copies are added or removed.
Syntax
To declare this entity in your CloudFormation template, use the following syntax:
JSON
{ "AvailabilityZoneBalance" :InferenceComponentAvailabilityZoneBalance, "PlacementStrategy" :String}
Properties
AvailabilityZoneBalance-
Configuration for balancing inference component copies across Availability Zones.
Required: Yes
Type: InferenceComponentAvailabilityZoneBalance
Update requires: No interruption
PlacementStrategy-
The strategy for placing inference component copies across available instances. If you also set
AvailabilityZoneBalance, this strategy applies to placement within each Availability Zone.- SPREAD
-
Distributes copies evenly across available instances for better resilience.
- BINPACK
-
Packs copies onto fewer instances to optimize resource utilization.
Required: Yes
Type: String
Allowed values:
SPREAD | BINPACKUpdate requires: No interruption
