Package com.pulumi.aws.sagemaker.inputs

Class TrainingJobAlgorithmSpecificationArgs

java.lang.Object

com.pulumi.resources.InputArgs

com.pulumi.resources.ResourceArgs

com.pulumi.aws.sagemaker.inputs.TrainingJobAlgorithmSpecificationArgs

public final class TrainingJobAlgorithmSpecificationArgs
extends com.pulumi.resources.ResourceArgs

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TrainingJobAlgorithmSpecificationArgs.Builder

Nested classes/interfaces inherited from class com.pulumi.resources.InputArgs

com.pulumi.resources.InputArgs.InputArgsInternal

Field Summary

Fields

Modifier and Type	Field	Description
static TrainingJobAlgorithmSpecificationArgs	Empty

Method Summary

Modifier and Type	Method	Description
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	algorithmName()
static TrainingJobAlgorithmSpecificationArgs.Builder	builder()
static TrainingJobAlgorithmSpecificationArgs.Builder	builder(TrainingJobAlgorithmSpecificationArgs defaults)
java.util.Optional<com.pulumi.core.Output<java.util.List<java.lang.String>>>	containerArguments()
java.util.Optional<com.pulumi.core.Output<java.util.List<java.lang.String>>>	containerEntrypoints()
java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>>	enableSagemakerMetricsTimeSeries()
java.util.Optional<com.pulumi.core.Output<java.util.List<TrainingJobAlgorithmSpecificationMetricDefinitionArgs>>>	metricDefinitions()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	trainingImage()
java.util.Optional<com.pulumi.core.Output<TrainingJobAlgorithmSpecificationTrainingImageConfigArgs>>	trainingImageConfig()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	trainingInputMode()

Methods inherited from class com.pulumi.resources.ResourceArgs

validateMember

Methods inherited from class java.lang.Object

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

Field Detail

Empty

public static final TrainingJobAlgorithmSpecificationArgs Empty

Method Detail

algorithmName

public java.util.Optional<com.pulumi.core.Output<java.lang.String>> algorithmName()

Returns:

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

containerArguments

public java.util.Optional<com.pulumi.core.Output<java.util.List<java.lang.String>>> containerArguments()

Returns:

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

containerEntrypoints

public java.util.Optional<com.pulumi.core.Output<java.util.List<java.lang.String>>> containerEntrypoints()

Returns:

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

enableSagemakerMetricsTimeSeries

public java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>> enableSagemakerMetricsTimeSeries()

Returns:

Whether to enable SageMaker AI metrics time series collection.

metricDefinitions

public java.util.Optional<com.pulumi.core.Output<java.util.List<TrainingJobAlgorithmSpecificationMetricDefinitionArgs>>> 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<com.pulumi.core.Output<java.lang.String>> trainingImage()

Returns:

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

trainingImageConfig

public java.util.Optional<com.pulumi.core.Output<TrainingJobAlgorithmSpecificationTrainingImageConfigArgs>> trainingImageConfig()

Returns:

Training image configuration. See `trainingImageConfig` below.

trainingInputMode

public java.util.Optional<com.pulumi.core.Output<java.lang.String>> trainingInputMode()

Returns:

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

builder

public static TrainingJobAlgorithmSpecificationArgs.Builder builder()

builder

public static TrainingJobAlgorithmSpecificationArgs.Builder builder(TrainingJobAlgorithmSpecificationArgs defaults)