aws-cdk-lib.aws_sagemaker.CfnModelCard.TrainingDetailsProperty

interface TrainingDetailsProperty

LanguageType name
.NETAmazon.CDK.AWS.Sagemaker.CfnModelCard.TrainingDetailsProperty
Gogithub.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnModelCard_TrainingDetailsProperty
Javasoftware.amazon.awscdk.services.sagemaker.CfnModelCard.TrainingDetailsProperty
Pythonaws_cdk.aws_sagemaker.CfnModelCard.TrainingDetailsProperty
TypeScript aws-cdk-lib » aws_sagemaker » CfnModelCard » TrainingDetailsProperty

The training details of the model.

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-lib';
const trainingDetailsProperty: sagemaker.CfnModelCard.TrainingDetailsProperty = {
  objectiveFunction: {
    function: {
      condition: 'condition',
      facet: 'facet',
      function: 'function',
    },
    notes: 'notes',
  },
  trainingJobDetails: {
    hyperParameters: [{
      name: 'name',
      value: 'value',
    }],
    trainingArn: 'trainingArn',
    trainingDatasets: ['trainingDatasets'],
    trainingEnvironment: {
      containerImage: ['containerImage'],
    },
    trainingMetrics: [{
      name: 'name',
      value: 123,

      // the properties below are optional
      notes: 'notes',
    }],
    userProvidedHyperParameters: [{
      name: 'name',
      value: 'value',
    }],
    userProvidedTrainingMetrics: [{
      name: 'name',
      value: 123,

      // the properties below are optional
      notes: 'notes',
    }],
  },
  trainingObservations: 'trainingObservations',
};

Properties

NameTypeDescription
objectiveFunction?IResolvable | ObjectiveFunctionPropertyThe function that is optimized during model training.
trainingJobDetails?IResolvable | TrainingJobDetailsPropertyDetails about any associated training jobs.
trainingObservations?stringAny observations about training.

objectiveFunction?

Type: IResolvable | ObjectiveFunctionProperty (optional)

The function that is optimized during model training.


trainingJobDetails?

Type: IResolvable | TrainingJobDetailsProperty (optional)

Details about any associated training jobs.


trainingObservations?

Type: string (optional)

Any observations about training.