TrainingJob.Builder (AWS SDK for Java

All Superinterfaces:

Buildable, CopyableBuilder<TrainingJob.Builder,TrainingJob>, SdkBuilder<TrainingJob.Builder,TrainingJob>, SdkPojo

Enclosing class:

TrainingJob
```
public static interface TrainingJob.Builder
extends SdkPojo, CopyableBuilder<TrainingJob.Builder,TrainingJob>
```

Method Summary

All Methods Instance Methods Abstract Methods Default Methods
Modifier and Type	Method and Description
`TrainingJob.Builder`	`algorithmSpecification(AlgorithmSpecification algorithmSpecification)` Information about the algorithm used for training, and algorithm metadata.
`default TrainingJob.Builder`	`algorithmSpecification(Consumer<AlgorithmSpecification.Builder> algorithmSpecification)` Information about the algorithm used for training, and algorithm metadata.
`TrainingJob.Builder`	`creationTime(Instant creationTime)` A timestamp that indicates when the training job was created.
`TrainingJob.Builder`	`enableNetworkIsolation(Boolean enableNetworkIsolation)` If the `TrainingJob` was created with network isolation, the value is set to `true`.
`TrainingJob.Builder`	`failureReason(String failureReason)` If the training job failed, the reason it failed.
`TrainingJob.Builder`	`finalMetricDataList(Collection<MetricData> finalMetricDataList)` A list of final metric values that are set when the Training Job completes.
`TrainingJob.Builder`	`finalMetricDataList(Consumer<MetricData.Builder>... finalMetricDataList)` A list of final metric values that are set when the Training Job completes.
`TrainingJob.Builder`	`finalMetricDataList(MetricData... finalMetricDataList)` A list of final metric values that are set when the Training Job completes.
`TrainingJob.Builder`	`hyperParameters(Map<String,String> hyperParameters)` Algorithm-specific parameters.
`TrainingJob.Builder`	`inputDataConfig(Channel... inputDataConfig)` An array of `Channel` objects that describes each data input channel.
`TrainingJob.Builder`	`inputDataConfig(Collection<Channel> inputDataConfig)` An array of `Channel` objects that describes each data input channel.
`TrainingJob.Builder`	`inputDataConfig(Consumer<Channel.Builder>... inputDataConfig)` An array of `Channel` objects that describes each data input channel.
`TrainingJob.Builder`	`labelingJobArn(String labelingJobArn)` The Amazon Resource Name (ARN) of the labeling job.
`TrainingJob.Builder`	`lastModifiedTime(Instant lastModifiedTime)` A timestamp that indicates when the status of the training job was last modified.
`default TrainingJob.Builder`	`modelArtifacts(Consumer<ModelArtifacts.Builder> modelArtifacts)` Information about the Amazon S3 location that is configured for storing model artifacts.
`TrainingJob.Builder`	`modelArtifacts(ModelArtifacts modelArtifacts)` Information about the Amazon S3 location that is configured for storing model artifacts.
`default TrainingJob.Builder`	`outputDataConfig(Consumer<OutputDataConfig.Builder> outputDataConfig)` The S3 path where model artifacts that you configured when creating the job are stored.
`TrainingJob.Builder`	`outputDataConfig(OutputDataConfig outputDataConfig)` The S3 path where model artifacts that you configured when creating the job are stored.
`default TrainingJob.Builder`	`resourceConfig(Consumer<ResourceConfig.Builder> resourceConfig)` Resources, including ML compute instances and ML storage volumes, that are configured for model training.
`TrainingJob.Builder`	`resourceConfig(ResourceConfig resourceConfig)` Resources, including ML compute instances and ML storage volumes, that are configured for model training.
`TrainingJob.Builder`	`roleArn(String roleArn)` The AWS Identity and Access Management (IAM) role configured for the training job.
`TrainingJob.Builder`	`secondaryStatus(SecondaryStatus secondaryStatus)` Provides detailed information about the state of the training job.
`TrainingJob.Builder`	`secondaryStatus(String secondaryStatus)` Provides detailed information about the state of the training job.
`TrainingJob.Builder`	`secondaryStatusTransitions(Collection<SecondaryStatusTransition> secondaryStatusTransitions)` A history of all of the secondary statuses that the training job has transitioned through.
`TrainingJob.Builder`	`secondaryStatusTransitions(Consumer<SecondaryStatusTransition.Builder>... secondaryStatusTransitions)` A history of all of the secondary statuses that the training job has transitioned through.
`TrainingJob.Builder`	`secondaryStatusTransitions(SecondaryStatusTransition... secondaryStatusTransitions)` A history of all of the secondary statuses that the training job has transitioned through.
`default TrainingJob.Builder`	`stoppingCondition(Consumer<StoppingCondition.Builder> stoppingCondition)` The condition under which to stop the training job.
`TrainingJob.Builder`	`stoppingCondition(StoppingCondition stoppingCondition)` The condition under which to stop the training job.
`TrainingJob.Builder`	`tags(Collection<Tag> tags)` An array of key-value pairs.
`TrainingJob.Builder`	`tags(Consumer<Tag.Builder>... tags)` An array of key-value pairs.
`TrainingJob.Builder`	`tags(Tag... tags)` An array of key-value pairs.
`TrainingJob.Builder`	`trainingEndTime(Instant trainingEndTime)` Indicates the time when the training job ends on training instances.
`TrainingJob.Builder`	`trainingJobArn(String trainingJobArn)` The Amazon Resource Name (ARN) of the training job.
`TrainingJob.Builder`	`trainingJobName(String trainingJobName)` The name of the training job.
`TrainingJob.Builder`	`trainingJobStatus(String trainingJobStatus)` The status of the training job.
`TrainingJob.Builder`	`trainingJobStatus(TrainingJobStatus trainingJobStatus)` The status of the training job.
`TrainingJob.Builder`	`trainingStartTime(Instant trainingStartTime)` Indicates the time when the training job starts on training instances.
`TrainingJob.Builder`	`tuningJobArn(String tuningJobArn)` The Amazon Resource Name (ARN) of the associated hyperparameter tuning job if the training job was launched by a hyperparameter tuning job.
`default TrainingJob.Builder`	`vpcConfig(Consumer<VpcConfig.Builder> vpcConfig)` A VpcConfig object that specifies the VPC that this training job has access to.
`TrainingJob.Builder`	`vpcConfig(VpcConfig vpcConfig)` A VpcConfig object that specifies the VPC that this training job has access to.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo
sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build

- Method Detail
  - trainingJobName
```
TrainingJob.Builder trainingJobName(String trainingJobName)
```
    The name of the training job.
    
    Parameters:
    
    trainingJobName - The name of the training job.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - trainingJobArn
```
TrainingJob.Builder trainingJobArn(String trainingJobArn)
```
    The Amazon Resource Name (ARN) of the training job.
    
    Parameters:
    
    trainingJobArn - The Amazon Resource Name (ARN) of the training job.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - tuningJobArn
```
TrainingJob.Builder tuningJobArn(String tuningJobArn)
```
    The Amazon Resource Name (ARN) of the associated hyperparameter tuning job if the training job was launched by a hyperparameter tuning job.
    
    Parameters:
    
    tuningJobArn - The Amazon Resource Name (ARN) of the associated hyperparameter tuning job if the training job was launched by a hyperparameter tuning job.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - labelingJobArn
```
TrainingJob.Builder labelingJobArn(String labelingJobArn)
```
    The Amazon Resource Name (ARN) of the labeling job.
    
    Parameters:
    
    labelingJobArn - The Amazon Resource Name (ARN) of the labeling job.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - modelArtifacts
```
TrainingJob.Builder modelArtifacts(ModelArtifacts modelArtifacts)
```
    Information about the Amazon S3 location that is configured for storing model artifacts.
    
    Parameters:
    
    modelArtifacts - Information about the Amazon S3 location that is configured for storing model artifacts.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - modelArtifacts
```
default TrainingJob.Builder modelArtifacts(Consumer<ModelArtifacts.Builder> modelArtifacts)
```
    Information about the Amazon S3 location that is configured for storing model artifacts.
    This is a convenience that creates an instance of the ModelArtifacts.Builder avoiding the need to create one manually via ModelArtifacts.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelArtifacts(ModelArtifacts).
    
    Parameters:
    
    modelArtifacts - a consumer that will call methods on ModelArtifacts.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    modelArtifacts(ModelArtifacts)
  - trainingJobStatus
```
TrainingJob.Builder trainingJobStatus(String trainingJobStatus)
```
    The status of the training job.
    
    Training job statuses are:
    - InProgress - The training is in progress.
    - Completed - The training job has completed.
    - Failed - The training job has failed. To see the reason for the failure, see the FailureReason field in the response to a DescribeTrainingJobResponse call.
    - Stopping - The training job is stopping.
    - Stopped - The training job has stopped.
    For more detailed information, see SecondaryStatus.
    Parameters:
    trainingJobStatus - The status of the training job.
    
    Training job statuses are:
    
    InProgress - The training is in progress.
    
    Completed - The training job has completed.
    
    Failed - The training job has failed. To see the reason for the failure, see the FailureReason field in the response to a DescribeTrainingJobResponse call.
    
    Stopping - The training job is stopping.
    
    Stopped - The training job has stopped.
    
    For more detailed information, see SecondaryStatus.
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    TrainingJobStatus, TrainingJobStatus
  - trainingJobStatus
```
TrainingJob.Builder trainingJobStatus(TrainingJobStatus trainingJobStatus)
```
    The status of the training job.
    
    Training job statuses are:
    - InProgress - The training is in progress.
    - Completed - The training job has completed.
    - Failed - The training job has failed. To see the reason for the failure, see the FailureReason field in the response to a DescribeTrainingJobResponse call.
    - Stopping - The training job is stopping.
    - Stopped - The training job has stopped.
    For more detailed information, see SecondaryStatus.
    Parameters:
    trainingJobStatus - The status of the training job.
    
    Training job statuses are:
    
    InProgress - The training is in progress.
    
    Completed - The training job has completed.
    
    Failed - The training job has failed. To see the reason for the failure, see the FailureReason field in the response to a DescribeTrainingJobResponse call.
    
    Stopping - The training job is stopping.
    
    Stopped - The training job has stopped.
    
    For more detailed information, see SecondaryStatus.
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    TrainingJobStatus, TrainingJobStatus
  - secondaryStatus
```
TrainingJob.Builder secondaryStatus(String secondaryStatus)
```
    Provides detailed information about the state of the training job. For detailed information about the secondary status of the training job, see StatusMessage under SecondaryStatusTransition.
    
    Amazon SageMaker provides primary statuses and secondary statuses that apply to each of them:
    InProgress
    
    Starting - Starting the training job.
    
    Downloading - An optional stage for algorithms that support File training input mode. It indicates that data is being downloaded to the ML storage volumes.
    
    Training - Training is in progress.
    
    Uploading - Training is complete and the model artifacts are being uploaded to the S3 location.
    
    Completed
    
    Completed - The training job has completed.
    
    Failed
    
    Failed - The training job has failed. The reason for the failure is returned in the FailureReason field of DescribeTrainingJobResponse.
    
    Stopped
    
    MaxRuntimeExceeded - The job stopped because it exceeded the maximum allowed runtime.
    
    Stopped - The training job has stopped.
    
    Stopping
    
    Stopping - Stopping the training job.
    Valid values for SecondaryStatus are subject to change.
    
    We no longer support the following secondary statuses:
    - LaunchingMLInstances
    - PreparingTrainingStack
    - DownloadingTrainingImage
    Parameters:
    secondaryStatus - Provides detailed information about the state of the training job. For detailed information about the secondary status of the training job, see StatusMessage under SecondaryStatusTransition.
    
    Amazon SageMaker provides primary statuses and secondary statuses that apply to each of them:
    
    InProgress
    
    Starting - Starting the training job.
    
    Downloading - An optional stage for algorithms that support File training input mode. It indicates that data is being downloaded to the ML storage volumes.
    
    Training - Training is in progress.
    
    Uploading - Training is complete and the model artifacts are being uploaded to the S3 location.
    
    Completed
    
    Completed - The training job has completed.
    
    Failed
    
    Failed - The training job has failed. The reason for the failure is returned in the FailureReason field of DescribeTrainingJobResponse.
    
    Stopped
    
    MaxRuntimeExceeded - The job stopped because it exceeded the maximum allowed runtime.
    
    Stopped - The training job has stopped.
    
    Stopping
    
    Stopping - Stopping the training job.
    
    Valid values for SecondaryStatus are subject to change.
    
    We no longer support the following secondary statuses:
    
    LaunchingMLInstances
    
    PreparingTrainingStack
    
    DownloadingTrainingImage
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    SecondaryStatus, SecondaryStatus
  - secondaryStatus
```
TrainingJob.Builder secondaryStatus(SecondaryStatus secondaryStatus)
```
    Provides detailed information about the state of the training job. For detailed information about the secondary status of the training job, see StatusMessage under SecondaryStatusTransition.
    
    Amazon SageMaker provides primary statuses and secondary statuses that apply to each of them:
    InProgress
    
    Starting - Starting the training job.
    
    Downloading - An optional stage for algorithms that support File training input mode. It indicates that data is being downloaded to the ML storage volumes.
    
    Training - Training is in progress.
    
    Uploading - Training is complete and the model artifacts are being uploaded to the S3 location.
    
    Completed
    
    Completed - The training job has completed.
    
    Failed
    
    Failed - The training job has failed. The reason for the failure is returned in the FailureReason field of DescribeTrainingJobResponse.
    
    Stopped
    
    MaxRuntimeExceeded - The job stopped because it exceeded the maximum allowed runtime.
    
    Stopped - The training job has stopped.
    
    Stopping
    
    Stopping - Stopping the training job.
    Valid values for SecondaryStatus are subject to change.
    
    We no longer support the following secondary statuses:
    - LaunchingMLInstances
    - PreparingTrainingStack
    - DownloadingTrainingImage
    Parameters:
    secondaryStatus - Provides detailed information about the state of the training job. For detailed information about the secondary status of the training job, see StatusMessage under SecondaryStatusTransition.
    
    Amazon SageMaker provides primary statuses and secondary statuses that apply to each of them:
    
    InProgress
    
    Starting - Starting the training job.
    
    Downloading - An optional stage for algorithms that support File training input mode. It indicates that data is being downloaded to the ML storage volumes.
    
    Training - Training is in progress.
    
    Uploading - Training is complete and the model artifacts are being uploaded to the S3 location.
    
    Completed
    
    Completed - The training job has completed.
    
    Failed
    
    Failed - The training job has failed. The reason for the failure is returned in the FailureReason field of DescribeTrainingJobResponse.
    
    Stopped
    
    MaxRuntimeExceeded - The job stopped because it exceeded the maximum allowed runtime.
    
    Stopped - The training job has stopped.
    
    Stopping
    
    Stopping - Stopping the training job.
    
    Valid values for SecondaryStatus are subject to change.
    
    We no longer support the following secondary statuses:
    
    LaunchingMLInstances
    
    PreparingTrainingStack
    
    DownloadingTrainingImage
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    SecondaryStatus, SecondaryStatus
  - failureReason
```
TrainingJob.Builder failureReason(String failureReason)
```
    If the training job failed, the reason it failed.
    
    Parameters:
    
    failureReason - If the training job failed, the reason it failed.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - hyperParameters
```
TrainingJob.Builder hyperParameters(Map<String,String> hyperParameters)
```
    Algorithm-specific parameters.
    
    Parameters:
    
    hyperParameters - Algorithm-specific parameters.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - algorithmSpecification
```
TrainingJob.Builder algorithmSpecification(AlgorithmSpecification algorithmSpecification)
```
    Information about the algorithm used for training, and algorithm metadata.
    
    Parameters:
    
    algorithmSpecification - Information about the algorithm used for training, and algorithm metadata.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - algorithmSpecification
```
default TrainingJob.Builder algorithmSpecification(Consumer<AlgorithmSpecification.Builder> algorithmSpecification)
```
    Information about the algorithm used for training, and algorithm metadata.
    This is a convenience that creates an instance of the AlgorithmSpecification.Builder avoiding the need to create one manually via AlgorithmSpecification.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to algorithmSpecification(AlgorithmSpecification).
    
    Parameters:
    
    algorithmSpecification - a consumer that will call methods on AlgorithmSpecification.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    algorithmSpecification(AlgorithmSpecification)
  - roleArn
```
TrainingJob.Builder roleArn(String roleArn)
```
    The AWS Identity and Access Management (IAM) role configured for the training job.
    
    Parameters:
    
    roleArn - The AWS Identity and Access Management (IAM) role configured for the training job.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - inputDataConfig
```
TrainingJob.Builder inputDataConfig(Collection<Channel> inputDataConfig)
```
    An array of Channel objects that describes each data input channel.
    
    Parameters:
    
    inputDataConfig - An array of Channel objects that describes each data input channel.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - inputDataConfig
```
TrainingJob.Builder inputDataConfig(Channel... inputDataConfig)
```
    An array of Channel objects that describes each data input channel.
    
    Parameters:
    
    inputDataConfig - An array of Channel objects that describes each data input channel.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - inputDataConfig
```
TrainingJob.Builder inputDataConfig(Consumer<Channel.Builder>... inputDataConfig)
```
    An array of Channel objects that describes each data input channel.
    This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #inputDataConfig(List).
    
    Parameters:
    
    inputDataConfig - a consumer that will call methods on List.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    #inputDataConfig(List)
  - outputDataConfig
```
TrainingJob.Builder outputDataConfig(OutputDataConfig outputDataConfig)
```
    The S3 path where model artifacts that you configured when creating the job are stored. Amazon SageMaker creates subfolders for model artifacts.
    
    Parameters:
    
    outputDataConfig - The S3 path where model artifacts that you configured when creating the job are stored. Amazon SageMaker creates subfolders for model artifacts.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - outputDataConfig
```
default TrainingJob.Builder outputDataConfig(Consumer<OutputDataConfig.Builder> outputDataConfig)
```
    The S3 path where model artifacts that you configured when creating the job are stored. Amazon SageMaker creates subfolders for model artifacts.
    This is a convenience that creates an instance of the OutputDataConfig.Builder avoiding the need to create one manually via OutputDataConfig.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to outputDataConfig(OutputDataConfig).
    
    Parameters:
    
    outputDataConfig - a consumer that will call methods on OutputDataConfig.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    outputDataConfig(OutputDataConfig)
  - resourceConfig
```
TrainingJob.Builder resourceConfig(ResourceConfig resourceConfig)
```
    Resources, including ML compute instances and ML storage volumes, that are configured for model training.
    
    Parameters:
    
    resourceConfig - Resources, including ML compute instances and ML storage volumes, that are configured for model training.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - resourceConfig
```
default TrainingJob.Builder resourceConfig(Consumer<ResourceConfig.Builder> resourceConfig)
```
    Resources, including ML compute instances and ML storage volumes, that are configured for model training.
    This is a convenience that creates an instance of the ResourceConfig.Builder avoiding the need to create one manually via ResourceConfig.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to resourceConfig(ResourceConfig).
    
    Parameters:
    
    resourceConfig - a consumer that will call methods on ResourceConfig.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    resourceConfig(ResourceConfig)
  - vpcConfig
```
TrainingJob.Builder vpcConfig(VpcConfig vpcConfig)
```
    A VpcConfig object that specifies the VPC that this training job has access to. For more information, see Protect Training Jobs by Using an Amazon Virtual Private Cloud.
    
    Parameters:
    
    vpcConfig - A VpcConfig object that specifies the VPC that this training job has access to. For more information, see Protect Training Jobs by Using an Amazon Virtual Private Cloud.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - vpcConfig
```
default TrainingJob.Builder vpcConfig(Consumer<VpcConfig.Builder> vpcConfig)
```
    A VpcConfig object that specifies the VPC that this training job has access to. For more information, see Protect Training Jobs by Using an Amazon Virtual Private Cloud.
    This is a convenience that creates an instance of the VpcConfig.Builder avoiding the need to create one manually via VpcConfig.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to vpcConfig(VpcConfig).
    
    Parameters:
    
    vpcConfig - a consumer that will call methods on VpcConfig.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    vpcConfig(VpcConfig)
  - stoppingCondition
```
TrainingJob.Builder stoppingCondition(StoppingCondition stoppingCondition)
```
    The condition under which to stop the training job.
    
    Parameters:
    
    stoppingCondition - The condition under which to stop the training job.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - stoppingCondition
```
default TrainingJob.Builder stoppingCondition(Consumer<StoppingCondition.Builder> stoppingCondition)
```
    The condition under which to stop the training job.
    This is a convenience that creates an instance of the StoppingCondition.Builder avoiding the need to create one manually via StoppingCondition.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to stoppingCondition(StoppingCondition).
    
    Parameters:
    
    stoppingCondition - a consumer that will call methods on StoppingCondition.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    stoppingCondition(StoppingCondition)
  - creationTime
```
TrainingJob.Builder creationTime(Instant creationTime)
```
    A timestamp that indicates when the training job was created.
    
    Parameters:
    
    creationTime - A timestamp that indicates when the training job was created.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - trainingStartTime
```
TrainingJob.Builder trainingStartTime(Instant trainingStartTime)
```
    Indicates the time when the training job starts on training instances. You are billed for the time interval between this time and the value of TrainingEndTime. The start time in CloudWatch Logs might be later than this time. The difference is due to the time it takes to download the training data and to the size of the training container.
    
    Parameters:
    
    trainingStartTime - Indicates the time when the training job starts on training instances. You are billed for the time interval between this time and the value of TrainingEndTime. The start time in CloudWatch Logs might be later than this time. The difference is due to the time it takes to download the training data and to the size of the training container.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - trainingEndTime
```
TrainingJob.Builder trainingEndTime(Instant trainingEndTime)
```
    Indicates the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker detects a job failure.
    
    Parameters:
    
    trainingEndTime - Indicates the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker detects a job failure.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - lastModifiedTime
```
TrainingJob.Builder lastModifiedTime(Instant lastModifiedTime)
```
    A timestamp that indicates when the status of the training job was last modified.
    
    Parameters:
    
    lastModifiedTime - A timestamp that indicates when the status of the training job was last modified.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - secondaryStatusTransitions
```
TrainingJob.Builder secondaryStatusTransitions(Collection<SecondaryStatusTransition> secondaryStatusTransitions)
```
    A history of all of the secondary statuses that the training job has transitioned through.
    
    Parameters:
    
    secondaryStatusTransitions - A history of all of the secondary statuses that the training job has transitioned through.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - secondaryStatusTransitions
```
TrainingJob.Builder secondaryStatusTransitions(SecondaryStatusTransition... secondaryStatusTransitions)
```
    A history of all of the secondary statuses that the training job has transitioned through.
    
    Parameters:
    
    secondaryStatusTransitions - A history of all of the secondary statuses that the training job has transitioned through.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - secondaryStatusTransitions
```
TrainingJob.Builder secondaryStatusTransitions(Consumer<SecondaryStatusTransition.Builder>... secondaryStatusTransitions)
```
    A history of all of the secondary statuses that the training job has transitioned through.
    This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #secondaryStatusTransitions(List).
    
    Parameters:
    
    secondaryStatusTransitions - a consumer that will call methods on List.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    #secondaryStatusTransitions(List)
  - finalMetricDataList
```
TrainingJob.Builder finalMetricDataList(Collection<MetricData> finalMetricDataList)
```
    A list of final metric values that are set when the Training Job completes. Used only if the training job was configured to use metrics.
    
    Parameters:
    
    finalMetricDataList - A list of final metric values that are set when the Training Job completes. Used only if the training job was configured to use metrics.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - finalMetricDataList
```
TrainingJob.Builder finalMetricDataList(MetricData... finalMetricDataList)
```
    A list of final metric values that are set when the Training Job completes. Used only if the training job was configured to use metrics.
    
    Parameters:
    
    finalMetricDataList - A list of final metric values that are set when the Training Job completes. Used only if the training job was configured to use metrics.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - finalMetricDataList
```
TrainingJob.Builder finalMetricDataList(Consumer<MetricData.Builder>... finalMetricDataList)
```
    A list of final metric values that are set when the Training Job completes. Used only if the training job was configured to use metrics.
    This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #finalMetricDataList(List).
    
    Parameters:
    
    finalMetricDataList - a consumer that will call methods on List.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    #finalMetricDataList(List)
  - enableNetworkIsolation
```
TrainingJob.Builder enableNetworkIsolation(Boolean enableNetworkIsolation)
```
    If the TrainingJob was created with network isolation, the value is set to true. If network isolation is enabled, nodes can't communicate beyond the VPC they run in.
    
    Parameters:
    
    enableNetworkIsolation - If the TrainingJob was created with network isolation, the value is set to true. If network isolation is enabled, nodes can't communicate beyond the VPC they run in.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - tags
```
TrainingJob.Builder tags(Collection<Tag> tags)
```
    An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.
    
    Parameters:
    
    tags - An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - tags
```
TrainingJob.Builder tags(Tag... tags)
```
    An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.
    
    Parameters:
    
    tags - An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - tags
```
TrainingJob.Builder tags(Consumer<Tag.Builder>... tags)
```
    An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.
    This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #tags(List).
    
    Parameters:
    
    tags - a consumer that will call methods on List.Builder
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    #tags(List)

Interface TrainingJob.Builder

Method Summary

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

Method Detail

trainingJobName

trainingJobArn

tuningJobArn

labelingJobArn

modelArtifacts

modelArtifacts

trainingJobStatus

trainingJobStatus

secondaryStatus

secondaryStatus

failureReason

hyperParameters

algorithmSpecification

algorithmSpecification

roleArn

inputDataConfig

inputDataConfig

inputDataConfig

outputDataConfig

outputDataConfig

resourceConfig

resourceConfig

vpcConfig

vpcConfig

stoppingCondition

stoppingCondition

creationTime

trainingStartTime

trainingEndTime

lastModifiedTime

secondaryStatusTransitions

secondaryStatusTransitions

secondaryStatusTransitions

finalMetricDataList

finalMetricDataList

finalMetricDataList

enableNetworkIsolation

tags

tags

tags