Package com.pulumi.aws.sagemaker.inputs

Class TrainingJobAlgorithmSpecificationArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.TrainingJobAlgorithmSpecificationArgs.Builder

Enclosing class:

TrainingJobAlgorithmSpecificationArgs

public static final class TrainingJobAlgorithmSpecificationArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(TrainingJobAlgorithmSpecificationArgs defaults)

Method Summary

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

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(TrainingJobAlgorithmSpecificationArgs defaults)

Method Detail

algorithmName

public TrainingJobAlgorithmSpecificationArgs.Builder algorithmName(@Nullable
                                                                   com.pulumi.core.Output<java.lang.String> algorithmName)

Parameters:

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

Returns:

builder

algorithmName

public TrainingJobAlgorithmSpecificationArgs.Builder algorithmName(java.lang.String algorithmName)

Parameters:

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

Returns:

builder

containerArguments

public TrainingJobAlgorithmSpecificationArgs.Builder containerArguments(@Nullable
                                                                        com.pulumi.core.Output<java.util.List<java.lang.String>> containerArguments)

Parameters:

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

Returns:

builder

containerArguments

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

Parameters:

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

Returns:

builder

containerArguments

public TrainingJobAlgorithmSpecificationArgs.Builder containerArguments(java.lang.String... containerArguments)

Parameters:

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

Returns:

builder

containerEntrypoints

public TrainingJobAlgorithmSpecificationArgs.Builder containerEntrypoints(@Nullable
                                                                          com.pulumi.core.Output<java.util.List<java.lang.String>> containerEntrypoints)

Parameters:

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

Returns:

builder

containerEntrypoints

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

Parameters:

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

Returns:

builder

containerEntrypoints

public TrainingJobAlgorithmSpecificationArgs.Builder containerEntrypoints(java.lang.String... containerEntrypoints)

Parameters:

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

Returns:

builder

enableSagemakerMetricsTimeSeries

public TrainingJobAlgorithmSpecificationArgs.Builder enableSagemakerMetricsTimeSeries(@Nullable
                                                                                      com.pulumi.core.Output<java.lang.Boolean> enableSagemakerMetricsTimeSeries)

Parameters:

enableSagemakerMetricsTimeSeries - Whether to enable SageMaker AI metrics time series collection.

Returns:

builder

enableSagemakerMetricsTimeSeries

public TrainingJobAlgorithmSpecificationArgs.Builder enableSagemakerMetricsTimeSeries(java.lang.Boolean enableSagemakerMetricsTimeSeries)

Parameters:

enableSagemakerMetricsTimeSeries - Whether to enable SageMaker AI metrics time series collection.

Returns:

builder

metricDefinitions

public TrainingJobAlgorithmSpecificationArgs.Builder metricDefinitions(@Nullable
                                                                       com.pulumi.core.Output<java.util.List<TrainingJobAlgorithmSpecificationMetricDefinitionArgs>> metricDefinitions)

Parameters:

metricDefinitions - 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.

Returns:

builder

metricDefinitions

public TrainingJobAlgorithmSpecificationArgs.Builder metricDefinitions(java.util.List<TrainingJobAlgorithmSpecificationMetricDefinitionArgs> metricDefinitions)

Parameters:

metricDefinitions - 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.

Returns:

builder

metricDefinitions

public TrainingJobAlgorithmSpecificationArgs.Builder metricDefinitions(TrainingJobAlgorithmSpecificationMetricDefinitionArgs... metricDefinitions)

Parameters:

metricDefinitions - 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.

Returns:

builder

trainingImage

public TrainingJobAlgorithmSpecificationArgs.Builder trainingImage(@Nullable
                                                                   com.pulumi.core.Output<java.lang.String> trainingImage)

Parameters:

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

Returns:

builder

trainingImage

public TrainingJobAlgorithmSpecificationArgs.Builder trainingImage(java.lang.String trainingImage)

Parameters:

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

Returns:

builder

trainingImageConfig

public TrainingJobAlgorithmSpecificationArgs.Builder trainingImageConfig(@Nullable
                                                                         com.pulumi.core.Output<TrainingJobAlgorithmSpecificationTrainingImageConfigArgs> trainingImageConfig)

Parameters:

trainingImageConfig - Training image configuration. See `trainingImageConfig` below.

Returns:

builder

trainingImageConfig

public TrainingJobAlgorithmSpecificationArgs.Builder trainingImageConfig(TrainingJobAlgorithmSpecificationTrainingImageConfigArgs trainingImageConfig)

Parameters:

trainingImageConfig - Training image configuration. See `trainingImageConfig` below.

Returns:

builder

trainingInputMode

public TrainingJobAlgorithmSpecificationArgs.Builder trainingInputMode(@Nullable
                                                                       com.pulumi.core.Output<java.lang.String> trainingInputMode)

Parameters:

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

Returns:

builder

trainingInputMode

public TrainingJobAlgorithmSpecificationArgs.Builder trainingInputMode(java.lang.String trainingInputMode)

Parameters:

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

Returns:

builder

build

public TrainingJobAlgorithmSpecificationArgs build()