2.239.0

interface InferenceSpecificationProperty

LanguageType name
.NETAmazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnModelPackagePropsMixin.InferenceSpecificationProperty
Gogithub.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnModelPackagePropsMixin_InferenceSpecificationProperty
Javasoftware.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnModelPackagePropsMixin.InferenceSpecificationProperty
Pythonaws_cdk.mixins_preview.aws_sagemaker.mixins.CfnModelPackagePropsMixin.InferenceSpecificationProperty
TypeScript @aws-cdk/mixins-preview » aws_sagemaker » mixins » CfnModelPackagePropsMixin » InferenceSpecificationProperty

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

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

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';

declare const modelInput: any;
const inferenceSpecificationProperty: sagemaker_mixins.CfnModelPackagePropsMixin.InferenceSpecificationProperty = {
  containers: [{
    containerHostname: 'containerHostname',
    environment: {
      environmentKey: 'environment',
    },
    framework: 'framework',
    frameworkVersion: 'frameworkVersion',
    image: 'image',
    imageDigest: 'imageDigest',
    modelDataSource: {
      s3DataSource: {
        compressionType: 'compressionType',
        modelAccessConfig: {
          acceptEula: false,
        },
        s3DataType: 's3DataType',
        s3Uri: 's3Uri',
      },
    },
    modelDataUrl: 'modelDataUrl',
    modelInput: modelInput,
    nearestModelName: 'nearestModelName',
  }],
  supportedContentTypes: ['supportedContentTypes'],
  supportedRealtimeInferenceInstanceTypes: ['supportedRealtimeInferenceInstanceTypes'],
  supportedResponseMimeTypes: ['supportedResponseMimeTypes'],
  supportedTransformInstanceTypes: ['supportedTransformInstanceTypes'],
};

Properties

NameTypeDescription
containers?IResolvable | (IResolvable | ModelPackageContainerDefinitionProperty)[]The Amazon ECR registry path of the Docker image that contains the inference code.
supportedContentTypes?string[]The supported MIME types for the input data.
supportedRealtimeInferenceInstanceTypes?string[]A list of the instance types that are used to generate inferences in real-time.
supportedResponseMimeTypes?string[]The supported MIME types for the output data.
supportedTransformInstanceTypes?string[]A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

containers?

Type: IResolvable | (IResolvable | ModelPackageContainerDefinitionProperty)[] (optional)

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

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

supportedContentTypes?

Type: string[] (optional)

The supported MIME types for the input data.

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

supportedRealtimeInferenceInstanceTypes?

Type: string[] (optional)

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

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

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedrealtimeinferenceinstancetypes

supportedResponseMimeTypes?

Type: string[] (optional)

The supported MIME types for the output data.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedresponsemimetypes

supportedTransformInstanceTypes?

Type: string[] (optional)

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

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

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedtransforminstancetypes

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