aws-cdk-lib.aws_sagemaker.CfnModelCard.TrainingDetailsProperty

TrainingDetailsProperty Struct

The training details of the model.

Source

Generated code

Type last changed

v2.93.0 · 23 Aug 2023

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

objectiveFunctionIResolvable | CfnModelCard.ObjectiveFunctionPropertyobjective_functiontyping.Union[IResolvable, ObjectiveFunctionProperty]objectiveFunctionIResolvableObjectiveFunctionIResolvableObjectiveFunctioninterface{}#

The function that is optimized during model training.

trainingJobDetailsIResolvable | CfnModelCard.TrainingJobDetailsPropertytraining_job_detailstyping.Union[IResolvable, TrainingJobDetailsProperty]trainingJobDetailsIResolvableTrainingJobDetailsIResolvableTrainingJobDetailsinterface{}#

Details about any associated training jobs.

trainingObservationsstringtraining_observationsstrtrainingObservationsStringTrainingObservationsstringTrainingObservations*string#

Any observations about training.