Class: Aws::SageMaker::Types::InferenceComponentSpecificationSummary

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Details about the resources that are deployed with this inference component.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#base_inference_component_name ⇒ String

The name of the base inference component that contains this inference component.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#compute_resource_requirements ⇒ Types::InferenceComponentComputeResourceRequirements

The compute resources allocated to run the model, plus any adapter models, that you assign to the inference component.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#container ⇒ Types::InferenceComponentContainerSpecificationSummary

Details about the container that provides the runtime environment for the model that is deployed with the inference component.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#data_cache_config ⇒ Types::InferenceComponentDataCacheConfigSummary

Settings that affect how the inference component caches data.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

The ML compute instance type associated with this inference component specification.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#model_name ⇒ String

The name of the SageMaker AI model object that is deployed with the inference component.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#scheduling_config ⇒ Types::InferenceComponentSchedulingConfig

The scheduling configuration that determines how inference component copies are placed across available instances when copies are added or removed.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end

#startup_parameters ⇒ Types::InferenceComponentStartupParameters

Settings that take effect while the model container starts up.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 31105

class InferenceComponentSpecificationSummary < Struct.new(
  :instance_type,
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_config,
  :scheduling_config)
  SENSITIVE = []
  include Aws::Structure
end