Package com.pulumi.aws.sagemaker.outputs

Class TrainingJobAlgorithmSpecification

java.lang.Object

com.pulumi.aws.sagemaker.outputs.TrainingJobAlgorithmSpecification

public final class TrainingJobAlgorithmSpecification
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TrainingJobAlgorithmSpecification.Builder

Method Summary

Modifier and Type	Method	Description
java.util.Optional<java.lang.String>	algorithmName()
static TrainingJobAlgorithmSpecification.Builder	builder()
static TrainingJobAlgorithmSpecification.Builder	builder(TrainingJobAlgorithmSpecification defaults)
java.util.List<java.lang.String>	containerArguments()
java.util.List<java.lang.String>	containerEntrypoints()
java.util.Optional<java.lang.Boolean>	enableSagemakerMetricsTimeSeries()
java.util.List<TrainingJobAlgorithmSpecificationMetricDefinition>	metricDefinitions()
java.util.Optional<java.lang.String>	trainingImage()
java.util.Optional<TrainingJobAlgorithmSpecificationTrainingImageConfig>	trainingImageConfig()
java.util.Optional<java.lang.String>	trainingInputMode()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

algorithmName

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

Returns:

Name or ARN of the algorithm resource to use for the training job.

containerArguments

public java.util.List<java.lang.String> containerArguments()

Returns:

List of arguments for the container entrypoint. Maximum of 100 entries.

containerEntrypoints

public java.util.List<java.lang.String> containerEntrypoints()

Returns:

List of entrypoint commands for the container. Maximum of 100 entries.

enableSagemakerMetricsTimeSeries

public java.util.Optional<java.lang.Boolean> enableSagemakerMetricsTimeSeries()

Returns:

Whether to enable SageMaker AI metrics time series collection.

metricDefinitions

public java.util.List<TrainingJobAlgorithmSpecificationMetricDefinition> metricDefinitions()

Returns:

List of metric definitions for the training job. Maximum of 40. Use this to extract custom metrics from your own training container logs. SageMaker can still publish built-in metrics for built-in algorithms and supported prebuilt images when this block is omitted. See `metricDefinitions` below.

trainingImage

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

Returns:

Registry path of the Docker image that contains the training algorithm.

trainingImageConfig

public java.util.Optional<TrainingJobAlgorithmSpecificationTrainingImageConfig> trainingImageConfig()

Returns:

Training image configuration. See `trainingImageConfig` below.

trainingInputMode

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

Returns:

Input mode for the training data. Valid values: `File`, `Pipe`, `FastFile`.

builder

public static TrainingJobAlgorithmSpecification.Builder builder()

builder

public static TrainingJobAlgorithmSpecification.Builder builder(TrainingJobAlgorithmSpecification defaults)