interface TrainingSpecificationProperty

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.CfnAlgorithm.TrainingSpecificationProperty
Go	github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnAlgorithm_TrainingSpecificationProperty
Java	software.amazon.awscdk.services.sagemaker.CfnAlgorithm.TrainingSpecificationProperty
Python	aws_cdk.aws_sagemaker.CfnAlgorithm.TrainingSpecificationProperty
TypeScript	aws-cdk-lib » aws_sagemaker » CfnAlgorithm » TrainingSpecificationProperty

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.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-lib';
const trainingSpecificationProperty: sagemaker.CfnAlgorithm.TrainingSpecificationProperty = {
  supportedTrainingInstanceTypes: ['supportedTrainingInstanceTypes'],
  trainingChannels: [{
    name: 'name',
    supportedContentTypes: ['supportedContentTypes'],
    supportedInputModes: ['supportedInputModes'],

    // the properties below are optional
    description: 'description',
    isRequired: false,
    supportedCompressionTypes: ['supportedCompressionTypes'],
  }],
  trainingImage: 'trainingImage',

  // the properties below are optional
  metricDefinitions: [{
    name: 'name',
    regex: 'regex',
  }],
  supportedHyperParameters: [{
    name: 'name',
    type: 'type',

    // the properties below are optional
    defaultValue: 'defaultValue',
    description: 'description',
    isRequired: false,
    isTunable: false,
    range: {
      categoricalParameterRangeSpecification: {
        values: ['values'],
      },
      continuousParameterRangeSpecification: {
        maxValue: 'maxValue',
        minValue: 'minValue',
      },
      integerParameterRangeSpecification: {
        maxValue: 'maxValue',
        minValue: 'minValue',
      },
    },
  }],
  supportedTuningJobObjectiveMetrics: [{
    metricName: 'metricName',
    type: 'type',
  }],
  supportsDistributedTraining: false,
  trainingImageDigest: 'trainingImageDigest',
};

Properties

Name	Type	Description
supportedTrainingInstanceTypes	string[]
trainingChannels	IResolvable | (IResolvable | ChannelSpecificationProperty)[]
trainingImage	string
metricDefinitions?	IResolvable | (IResolvable | MetricDefinitionProperty)[]
supportedHyperParameters?	IResolvable | (IResolvable | HyperParameterSpecificationProperty)[]
supportedTuningJobObjectiveMetrics?	IResolvable | (IResolvable | HyperParameterTuningJobObjectiveProperty)[]
supportsDistributedTraining?	boolean | IResolvable
trainingImageDigest?	string

---

supportedTrainingInstanceTypes

Type: string[]

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

---

trainingChannels

Type: IResolvable | (IResolvable | ChannelSpecificationProperty)[]

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

---

trainingImage

Type: string

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

---

metricDefinitions?

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

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

---

supportedHyperParameters?

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

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

---

supportedTuningJobObjectiveMetrics?

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

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

---

supportsDistributedTraining?

Type: boolean | IResolvable (optional)

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

---

trainingImageDigest?

Type: string (optional)

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