Interface CfnModelPackage.IInferenceSpecificationProperty

Defines how to perform inference generation after a training job is run.

Namespace: Amazon.CDK.AWS.Sagemaker

Assembly: Amazon.CDK.AWS.Sagemaker.dll

Syntax (csharp)

public interface IInferenceSpecificationProperty

Syntax (vb)

Public Interface IInferenceSpecificationProperty

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

var modelInput;

var inferenceSpecificationProperty = new InferenceSpecificationProperty {
    Containers = new [] { new ModelPackageContainerDefinitionProperty {
        Image = "image",

        // the properties below are optional
        ContainerHostname = "containerHostname",
        Environment = new Dictionary<string, string> {
            { "environmentKey", "environment" }
        },
        Framework = "framework",
        FrameworkVersion = "frameworkVersion",
        ImageDigest = "imageDigest",
        ModelDataUrl = "modelDataUrl",
        ModelInput = modelInput,
        NearestModelName = "nearestModelName",
        ProductId = "productId"
    } },
    SupportedContentTypes = new [] { "supportedContentTypes" },
    SupportedResponseMimeTypes = new [] { "supportedResponseMimeTypes" },

    // the properties below are optional
    SupportedRealtimeInferenceInstanceTypes = new [] { "supportedRealtimeInferenceInstanceTypes" },
    SupportedTransformInstanceTypes = new [] { "supportedTransformInstanceTypes" }
};

Synopsis

Properties

Containers	The Amazon ECR registry path of the Docker image that contains the inference code.
SupportedContentTypes	The supported MIME types for the input data.
SupportedRealtimeInferenceInstanceTypes	A list of the instance types that are used to generate inferences in real-time.
SupportedResponseMimeTypes	The supported MIME types for the output data.
SupportedTransformInstanceTypes	A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

Properties

Containers

The Amazon ECR registry path of the Docker image that contains the inference code.

object Containers { get; }

Property Value

System.Object

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-containers

SupportedContentTypes

The supported MIME types for the input data.

string[] SupportedContentTypes { get; }

Property Value

System.String[]

Remarks

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedcontenttypes

SupportedRealtimeInferenceInstanceTypes

A list of the instance types that are used to generate inferences in real-time.

virtual string[] SupportedRealtimeInferenceInstanceTypes { get; }

Property Value

System.String[]

Remarks

This parameter is required for unversioned models, and optional for versioned models.

SupportedResponseMimeTypes

The supported MIME types for the output data.

string[] SupportedResponseMimeTypes { get; }

Property Value

System.String[]

Remarks

SupportedTransformInstanceTypes

A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

virtual string[] SupportedTransformInstanceTypes { get; }

Property Value

System.String[]

Remarks

This parameter is required for unversioned models, and optional for versioned models.