aws-cdk-lib.aws_sagemaker.CfnModelCard.TrainingJobDetailsProperty

interface TrainingJobDetailsProperty

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

The overview of a training job.

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 trainingJobDetailsProperty: sagemaker.CfnModelCard.TrainingJobDetailsProperty = {
  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',
  }],
};

Properties

NameTypeDescription
hyperParameters?IResolvable | IResolvable | TrainingHyperParameterProperty[]The hyper parameters used in the training job.
trainingArn?stringThe SageMaker training job Amazon Resource Name (ARN).
trainingDatasets?string[]The location of the datasets used to train the model.
trainingEnvironment?IResolvable | TrainingEnvironmentPropertyThe SageMaker training job image URI.
trainingMetrics?IResolvable | IResolvable | TrainingMetricProperty[]The SageMaker training job results.
userProvidedHyperParameters?IResolvable | IResolvable | TrainingHyperParameterProperty[]Additional hyper parameters that you've specified when training the model.
userProvidedTrainingMetrics?IResolvable | IResolvable | TrainingMetricProperty[]Custom training job results.

hyperParameters?

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

The hyper parameters used in the training job.


trainingArn?

Type: string (optional)

The SageMaker training job Amazon Resource Name (ARN).


trainingDatasets?

Type: string[] (optional)

The location of the datasets used to train the model.


trainingEnvironment?

Type: IResolvable | TrainingEnvironmentProperty (optional)

The SageMaker training job image URI.


trainingMetrics?

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

The SageMaker training job results.


userProvidedHyperParameters?

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

Additional hyper parameters that you've specified when training the model.


userProvidedTrainingMetrics?

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

Custom training job results.