AlgorithmTrainingSpecification (com.pulumi.aws API)

java.lang.Object
- com.pulumi.aws.sagemaker.outputs.AlgorithmTrainingSpecification

public final class AlgorithmTrainingSpecification
extends java.lang.Object

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static class AlgorithmTrainingSpecification.Builder

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`java.util.Optional<AlgorithmTrainingSpecificationAdditionalS3DataSource>`	`additionalS3DataSource()`
`static AlgorithmTrainingSpecification.Builder`	`builder()`
`static AlgorithmTrainingSpecification.Builder`	`builder(AlgorithmTrainingSpecification defaults)`
`java.util.List<AlgorithmTrainingSpecificationMetricDefinition>`	`metricDefinitions()`
`java.util.List<AlgorithmTrainingSpecificationSupportedHyperParameter>`	`supportedHyperParameters()`
`java.util.List<java.lang.String>`	`supportedTrainingInstanceTypes()`
`java.util.List<AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetric>`	`supportedTuningJobObjectiveMetrics()`
`java.util.Optional<java.lang.Boolean>`	`supportsDistributedTraining()`
`java.util.List<AlgorithmTrainingSpecificationTrainingChannel>`	`trainingChannels()`
`java.lang.String`	`trainingImage()`
`java.util.Optional<java.lang.String>`	`trainingImageDigest()`

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

additionalS3DataSource
```
public java.util.Optional<AlgorithmTrainingSpecificationAdditionalS3DataSource> additionalS3DataSource()
```
Returns:

Additional training data to make available to the algorithm. See Additional S3 Data Source.

metricDefinitions
```
public java.util.List<AlgorithmTrainingSpecificationMetricDefinition> metricDefinitions()
```
Returns:

List of metric definitions used to parse training logs. See Metric Definitions.

supportedHyperParameters
```
public java.util.List<AlgorithmTrainingSpecificationSupportedHyperParameter> supportedHyperParameters()
```
Returns:

Hyperparameter definitions supported by the algorithm. See Supported Hyper Parameters.

supportedTrainingInstanceTypes
```
public java.util.List<java.lang.String> supportedTrainingInstanceTypes()
```
Returns:

Instance types supported for training.

supportedTuningJobObjectiveMetrics
```
public java.util.List<AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetric> supportedTuningJobObjectiveMetrics()
```
Returns:

Objective metrics supported for hyperparameter tuning jobs. See Supported Tuning Job Objective Metrics.

supportsDistributedTraining
```
public java.util.Optional<java.lang.Boolean> supportsDistributedTraining()
```
Returns:

Whether the algorithm supports distributed training.

trainingChannels
```
public java.util.List<AlgorithmTrainingSpecificationTrainingChannel> trainingChannels()
```
Returns:

List of channel definitions supported for training. See Training Channels.

trainingImage

public java.lang.String trainingImage()

Returns:: Training image URI.

trainingImageDigest

public java.util.Optional<java.lang.String> trainingImageDigest()

Returns:: Digest of the training image.

builder

public static AlgorithmTrainingSpecification.Builder builder()

builder

public static AlgorithmTrainingSpecification.Builder builder(AlgorithmTrainingSpecification defaults)