AIRecommendationDeploymentConfiguration
¶
Source code in docs_src/capo_sagemaker/types/ai_recommendation_deployment_configuration.py
copy_count_per_instance
instance-attribute
¶
copy_count_per_instance: NotRequired[AIRecommendationCopyCountPerInstance]
The number of model copies per instance.
environment_variables
instance-attribute
¶
environment_variables: NotRequired[EnvironmentMap]
The environment variables for the deployment.
image_uri
instance-attribute
¶
image_uri: NotRequired[String]
The URI of the container image for the deployment.
instance_count
instance-attribute
¶
instance_count: NotRequired[AIRecommendationInstanceCount]
The recommended number of instances for the deployment.
instance_type
instance-attribute
¶
instance_type: NotRequired[AIRecommendationInstanceType]
The recommended instance type for the deployment.
min_cpu_memory_required_in_mb
instance-attribute
¶
min_cpu_memory_required_in_mb: NotRequired[AIRecommendationMinCpuMemoryRequiredInMb]
The minimum host (CPU) memory, in MiB, to reserve for each model copy when deploying the recommendation as an Inference Component. This value maps to the Inference Component's ComputeResourceRequirements$MinMemoryRequiredInMb field.
s3
instance-attribute
¶
s3: NotRequired[AIRecommendationDeploymentS3ChannelList]
The Amazon S3 data channels for the deployment.