Class: Aws::SageMaker::Types::AdditionalInferenceSpecificationDefinition
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::AdditionalInferenceSpecificationDefinition
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
When making an API call, you may pass AdditionalInferenceSpecificationDefinition data as a hash:
{
name: "EntityName", # required
description: "EntityDescription",
containers: [ # required
{
container_hostname: "ContainerHostname",
image: "ContainerImage", # required
image_digest: "ImageDigest",
model_data_url: "Url",
product_id: "ProductId",
environment: {
"EnvironmentKey" => "EnvironmentValue",
},
model_input: {
data_input_config: "DataInputConfig", # required
},
framework: "String",
framework_version: "FrameworkVersion",
nearest_model_name: "String",
},
],
supported_transform_instance_types: ["ml.m4.xlarge"], # accepts ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge
supported_realtime_inference_instance_types: ["ml.t2.medium"], # accepts ml.t2.medium, ml.t2.large, ml.t2.xlarge, ml.t2.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.m5d.large, ml.m5d.xlarge, ml.m5d.2xlarge, ml.m5d.4xlarge, ml.m5d.12xlarge, ml.m5d.24xlarge, ml.c4.large, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.large, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.c5d.large, ml.c5d.xlarge, ml.c5d.2xlarge, ml.c5d.4xlarge, ml.c5d.9xlarge, ml.c5d.18xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.12xlarge, ml.r5.24xlarge, ml.r5d.large, ml.r5d.xlarge, ml.r5d.2xlarge, ml.r5d.4xlarge, ml.r5d.12xlarge, ml.r5d.24xlarge, ml.inf1.xlarge, ml.inf1.2xlarge, ml.inf1.6xlarge, ml.inf1.24xlarge
supported_content_types: ["ContentType"],
supported_response_mime_types: ["ResponseMIMEType"],
}
A structure of additional Inference Specification. Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#containers ⇒ Array<Types::ModelPackageContainerDefinition>
The Amazon ECR registry path of the Docker image that contains the inference code.
-
#description ⇒ String
A description of the additional Inference specification.
-
#name ⇒ String
A unique name to identify the additional inference specification.
-
#supported_content_types ⇒ Array<String>
The supported MIME types for the input data.
-
#supported_realtime_inference_instance_types ⇒ Array<String>
A list of the instance types that are used to generate inferences in real-time.
-
#supported_response_mime_types ⇒ Array<String>
The supported MIME types for the output data.
-
#supported_transform_instance_types ⇒ Array<String>
A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
Instance Attribute Details
#containers ⇒ Array<Types::ModelPackageContainerDefinition>
The Amazon ECR registry path of the Docker image that contains the inference code.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |
#description ⇒ String
A description of the additional Inference specification
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |
#name ⇒ String
A unique name to identify the additional inference specification. The name must be unique within the list of your additional inference specifications for a particular model package.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |
#supported_content_types ⇒ Array<String>
The supported MIME types for the input data.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |
#supported_realtime_inference_instance_types ⇒ Array<String>
A list of the instance types that are used to generate inferences in real-time.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |
#supported_response_mime_types ⇒ Array<String>
The supported MIME types for the output data.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |
#supported_transform_instance_types ⇒ Array<String>
A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 275 class AdditionalInferenceSpecificationDefinition < Struct.new( :name, :description, :containers, :supported_transform_instance_types, :supported_realtime_inference_instance_types, :supported_content_types, :supported_response_mime_types) SENSITIVE = [] include Aws::Structure end |