Package software.amazon.awscdk.services.sagemaker

Interface CfnAlgorithmProps

All Superinterfaces:
software.amazon.jsii.JsiiSerializable
All Known Implementing Classes:
CfnAlgorithmProps.Jsii$Proxy
@Generated(value="jsii-pacmak/1.138.0 (build 0ca7ee8)", date="2026-07-24T11:46:53.985Z") @Stability(Stable) public interface CfnAlgorithmProps extends software.amazon.jsii.JsiiSerializable
Properties for defining a CfnAlgorithm.

Example: 

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 CfnAlgorithmProps cfnAlgorithmProps = CfnAlgorithmProps.builder()
         .algorithmName("algorithmName")
         .trainingSpecification(TrainingSpecificationProperty.builder()
                 .supportedTrainingInstanceTypes(List.of("supportedTrainingInstanceTypes"))
                 .trainingChannels(List.of(ChannelSpecificationProperty.builder()
                         .name("name")
                         .supportedContentTypes(List.of("supportedContentTypes"))
                         .supportedInputModes(List.of("supportedInputModes"))
                         // the properties below are optional
                         .description("description")
                         .isRequired(false)
                         .supportedCompressionTypes(List.of("supportedCompressionTypes"))
                         .build()))
                 .trainingImage("trainingImage")
                 // the properties below are optional
                 .metricDefinitions(List.of(MetricDefinitionProperty.builder()
                         .name("name")
                         .regex("regex")
                         .build()))
                 .supportedHyperParameters(List.of(HyperParameterSpecificationProperty.builder()
                         .name("name")
                         .type("type")
                         // the properties below are optional
                         .defaultValue("defaultValue")
                         .description("description")
                         .isRequired(false)
                         .isTunable(false)
                         .range(ParameterRangeProperty.builder()
                                 .categoricalParameterRangeSpecification(CategoricalParameterRangeSpecificationProperty.builder()
                                         .values(List.of("values"))
                                         .build())
                                 .continuousParameterRangeSpecification(ContinuousParameterRangeSpecificationProperty.builder()
                                         .maxValue("maxValue")
                                         .minValue("minValue")
                                         .build())
                                 .integerParameterRangeSpecification(IntegerParameterRangeSpecificationProperty.builder()
                                         .maxValue("maxValue")
                                         .minValue("minValue")
                                         .build())
                                 .build())
                         .build()))
                 .supportedTuningJobObjectiveMetrics(List.of(HyperParameterTuningJobObjectiveProperty.builder()
                         .metricName("metricName")
                         .type("type")
                         .build()))
                 .supportsDistributedTraining(false)
                 .trainingImageDigest("trainingImageDigest")
                 .build())
         // the properties below are optional
         .algorithmDescription("algorithmDescription")
         .certifyForMarketplace(false)
         .inferenceSpecification(InferenceSpecificationProperty.builder()
                 .containers(List.of(ModelPackageContainerDefinitionProperty.builder()
                         .image("image")
                         // the properties below are optional
                         .containerHostname("containerHostname")
                         .environment(Map.of(
                                 "environmentKey", "environment"))
                         .framework("framework")
                         .frameworkVersion("frameworkVersion")
                         .imageDigest("imageDigest")
                         .isCheckpoint(false)
                         .modelInput(ModelInputProperty.builder()
                                 .dataInputConfig("dataInputConfig")
                                 .build())
                         .nearestModelName("nearestModelName")
                         .build()))
                 // the properties below are optional
                 .supportedContentTypes(List.of("supportedContentTypes"))
                 .supportedRealtimeInferenceInstanceTypes(List.of("supportedRealtimeInferenceInstanceTypes"))
                 .supportedResponseMimeTypes(List.of("supportedResponseMimeTypes"))
                 .supportedTransformInstanceTypes(List.of("supportedTransformInstanceTypes"))
                 .build())
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .build();

See Also: