interface CfnAlgorithmMixinProps

Language	Type name
.NET	Amazon.CDK.CfnPropertyMixins.AWS.SageMaker.CfnAlgorithmMixinProps
Go	github.com/aws/aws-cdk-go/awscdkcfnpropertymixins/v2/awssagemaker#CfnAlgorithmMixinProps
Java	software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnAlgorithmMixinProps
Python	aws_cdk.cfn_property_mixins.aws_sagemaker.CfnAlgorithmMixinProps
TypeScript	@aws-cdk/cfn-property-mixins » aws_sagemaker » CfnAlgorithmMixinProps

Properties for CfnAlgorithmPropsMixin.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from '@aws-cdk/cfn-property-mixins';
const cfnAlgorithmMixinProps: sagemaker.CfnAlgorithmMixinProps = {
  algorithmDescription: 'algorithmDescription',
  algorithmName: 'algorithmName',
  certifyForMarketplace: false,
  inferenceSpecification: {
    containers: [{
      containerHostname: 'containerHostname',
      environment: {
        environmentKey: 'environment',
      },
      framework: 'framework',
      frameworkVersion: 'frameworkVersion',
      image: 'image',
      imageDigest: 'imageDigest',
      isCheckpoint: false,
      modelInput: {
        dataInputConfig: 'dataInputConfig',
      },
      nearestModelName: 'nearestModelName',
    }],
    supportedContentTypes: ['supportedContentTypes'],
    supportedRealtimeInferenceInstanceTypes: ['supportedRealtimeInferenceInstanceTypes'],
    supportedResponseMimeTypes: ['supportedResponseMimeTypes'],
    supportedTransformInstanceTypes: ['supportedTransformInstanceTypes'],
  },
  tags: [{
    key: 'key',
    value: 'value',
  }],
  trainingSpecification: {
    metricDefinitions: [{
      name: 'name',
      regex: 'regex',
    }],
    supportedHyperParameters: [{
      defaultValue: 'defaultValue',
      description: 'description',
      isRequired: false,
      isTunable: false,
      name: 'name',
      range: {
        categoricalParameterRangeSpecification: {
          values: ['values'],
        },
        continuousParameterRangeSpecification: {
          maxValue: 'maxValue',
          minValue: 'minValue',
        },
        integerParameterRangeSpecification: {
          maxValue: 'maxValue',
          minValue: 'minValue',
        },
      },
      type: 'type',
    }],
    supportedTrainingInstanceTypes: ['supportedTrainingInstanceTypes'],
    supportedTuningJobObjectiveMetrics: [{
      metricName: 'metricName',
      type: 'type',
    }],
    supportsDistributedTraining: false,
    trainingChannels: [{
      description: 'description',
      isRequired: false,
      name: 'name',
      supportedCompressionTypes: ['supportedCompressionTypes'],
      supportedContentTypes: ['supportedContentTypes'],
      supportedInputModes: ['supportedInputModes'],
    }],
    trainingImage: 'trainingImage',
    trainingImageDigest: 'trainingImageDigest',
  },
};

Properties

Name	Type	Description
algorithmDescription?	string	A description of the algorithm.
algorithmName?	string	The name of the algorithm.
certifyForMarketplace?	boolean | IResolvable	Whether to certify the algorithm so that it can be listed in AWS Marketplace.
inferenceSpecification?	IResolvable | InferenceSpecificationProperty
tags?	CfnTag[]	An array of key-value pairs to apply to this resource.
trainingSpecification?	IResolvable | TrainingSpecificationProperty

---

algorithmDescription?

Type: string (optional)

A description of the algorithm.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html#cfn-sagemaker-algorithm-algorithmdescription

---

algorithmName?

Type: string (optional)

The name of the algorithm.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html#cfn-sagemaker-algorithm-algorithmname

---

certifyForMarketplace?

Type: boolean | IResolvable (optional)

Whether to certify the algorithm so that it can be listed in AWS Marketplace.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html#cfn-sagemaker-algorithm-certifyformarketplace

---

inferenceSpecification?

Type: IResolvable | InferenceSpecificationProperty (optional)

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html#cfn-sagemaker-algorithm-inferencespecification

---

tags?

Type: CfnTag[] (optional)

An array of key-value pairs to apply to this resource.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html#cfn-sagemaker-algorithm-tags

---

trainingSpecification?

Type: IResolvable | TrainingSpecificationProperty (optional)

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-algorithm.html#cfn-sagemaker-algorithm-trainingspecification