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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::InferenceComponentSpecificationSummary

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:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #base_inference_component_name ⇒ String

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

• #compute_resource_requirements ⇒ Types::InferenceComponentComputeResourceRequirements

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

• #container ⇒ Types::InferenceComponentContainerSpecificationSummary

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

• #data_cache_config ⇒ Types::InferenceComponentDataCacheConfigSummary

  Settings that affect how the inference component caches data.

• #model_name ⇒ String

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

• #startup_parameters ⇒ Types::InferenceComponentStartupParameters

  Settings that take effect while the model container starts up.

Instance Attribute Details

#base_inference_component_name ⇒ String

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 29198

class InferenceComponentSpecificationSummary < Struct.new(
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 29198

class InferenceComponentSpecificationSummary < Struct.new(
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 29198

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

#data_cache_config ⇒ Types::InferenceComponentDataCacheConfigSummary

Settings that affect how the inference component caches data.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 29198

class InferenceComponentSpecificationSummary < Struct.new(
  :model_name,
  :container,
  :startup_parameters,
  :compute_resource_requirements,
  :base_inference_component_name,
  :data_cache_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 29198

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

#startup_parameters ⇒ Types::InferenceComponentStartupParameters

Settings that take effect while the model container starts up.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 29198

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