default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.algorithmSpecification(Consumer<AlgorithmSpecification.Builder> algorithmSpecification) |
Information about the algorithm used for training, and algorithm metadata.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.algorithmSpecification(AlgorithmSpecification algorithmSpecification) |
Information about the algorithm used for training, and algorithm metadata.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.autoMLJobArn(String autoMLJobArn) |
The Amazon Resource Name (ARN) of an AutoML job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.billableTimeInSeconds(Integer billableTimeInSeconds) |
The billable time in seconds.
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static DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.builder() |
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.checkpointConfig(Consumer<CheckpointConfig.Builder> checkpointConfig) |
Sets the value of the CheckpointConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.checkpointConfig(CheckpointConfig checkpointConfig) |
Sets the value of the CheckpointConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.creationTime(Instant creationTime) |
A timestamp that indicates when the training job was created.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugHookConfig(Consumer<DebugHookConfig.Builder> debugHookConfig) |
Sets the value of the DebugHookConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugHookConfig(DebugHookConfig debugHookConfig) |
Sets the value of the DebugHookConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugRuleConfigurations(Collection<DebugRuleConfiguration> debugRuleConfigurations) |
Configuration information for Amazon SageMaker Debugger rules for debugging output tensors.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugRuleConfigurations(Consumer<DebugRuleConfiguration.Builder>... debugRuleConfigurations) |
Configuration information for Amazon SageMaker Debugger rules for debugging output tensors.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugRuleConfigurations(DebugRuleConfiguration... debugRuleConfigurations) |
Configuration information for Amazon SageMaker Debugger rules for debugging output tensors.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugRuleEvaluationStatuses(Collection<DebugRuleEvaluationStatus> debugRuleEvaluationStatuses) |
Evaluation status of Amazon SageMaker Debugger rules for debugging on a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugRuleEvaluationStatuses(Consumer<DebugRuleEvaluationStatus.Builder>... debugRuleEvaluationStatuses) |
Evaluation status of Amazon SageMaker Debugger rules for debugging on a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.debugRuleEvaluationStatuses(DebugRuleEvaluationStatus... debugRuleEvaluationStatuses) |
Evaluation status of Amazon SageMaker Debugger rules for debugging on a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.enableInterContainerTrafficEncryption(Boolean enableInterContainerTrafficEncryption) |
To encrypt all communications between ML compute instances in distributed training, choose True.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.enableManagedSpotTraining(Boolean enableManagedSpotTraining) |
A Boolean indicating whether managed spot training is enabled (True) or not (False
).
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.enableNetworkIsolation(Boolean enableNetworkIsolation) |
If you want to allow inbound or outbound network calls, except for calls between peers within a training
cluster for distributed training, choose True.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.environment(Map<String,String> environment) |
The environment variables to set in the Docker container.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.experimentConfig(Consumer<ExperimentConfig.Builder> experimentConfig) |
Sets the value of the ExperimentConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.experimentConfig(ExperimentConfig experimentConfig) |
Sets the value of the ExperimentConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.failureReason(String failureReason) |
If the training job failed, the reason it failed.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.finalMetricDataList(Collection<MetricData> finalMetricDataList) |
A collection of MetricData objects that specify the names, values, and dates and times that the
training algorithm emitted to Amazon CloudWatch.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.finalMetricDataList(Consumer<MetricData.Builder>... finalMetricDataList) |
A collection of MetricData objects that specify the names, values, and dates and times that the
training algorithm emitted to Amazon CloudWatch.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.finalMetricDataList(MetricData... finalMetricDataList) |
A collection of MetricData objects that specify the names, values, and dates and times that the
training algorithm emitted to Amazon CloudWatch.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.hyperParameters(Map<String,String> hyperParameters) |
Algorithm-specific parameters.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.inputDataConfig(Collection<Channel> inputDataConfig) |
An array of Channel objects that describes each data input channel.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.inputDataConfig(Consumer<Channel.Builder>... inputDataConfig) |
An array of Channel objects that describes each data input channel.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.inputDataConfig(Channel... inputDataConfig) |
An array of Channel objects that describes each data input channel.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.labelingJobArn(String labelingJobArn) |
The Amazon Resource Name (ARN) of the SageMaker Ground Truth labeling job that created the transform or
training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.lastModifiedTime(Instant lastModifiedTime) |
A timestamp that indicates when the status of the training job was last modified.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.modelArtifacts(Consumer<ModelArtifacts.Builder> modelArtifacts) |
Information about the Amazon S3 location that is configured for storing model artifacts.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.modelArtifacts(ModelArtifacts modelArtifacts) |
Information about the Amazon S3 location that is configured for storing model artifacts.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.outputDataConfig(Consumer<OutputDataConfig.Builder> outputDataConfig) |
The S3 path where model artifacts that you configured when creating the job are stored.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.outputDataConfig(OutputDataConfig outputDataConfig) |
The S3 path where model artifacts that you configured when creating the job are stored.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerConfig(Consumer<ProfilerConfig.Builder> profilerConfig) |
Sets the value of the ProfilerConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerConfig(ProfilerConfig profilerConfig) |
Sets the value of the ProfilerConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerRuleConfigurations(Collection<ProfilerRuleConfiguration> profilerRuleConfigurations) |
Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerRuleConfigurations(Consumer<ProfilerRuleConfiguration.Builder>... profilerRuleConfigurations) |
Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerRuleConfigurations(ProfilerRuleConfiguration... profilerRuleConfigurations) |
Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerRuleEvaluationStatuses(Collection<ProfilerRuleEvaluationStatus> profilerRuleEvaluationStatuses) |
Evaluation status of Amazon SageMaker Debugger rules for profiling on a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerRuleEvaluationStatuses(Consumer<ProfilerRuleEvaluationStatus.Builder>... profilerRuleEvaluationStatuses) |
Evaluation status of Amazon SageMaker Debugger rules for profiling on a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilerRuleEvaluationStatuses(ProfilerRuleEvaluationStatus... profilerRuleEvaluationStatuses) |
Evaluation status of Amazon SageMaker Debugger rules for profiling on a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilingStatus(String profilingStatus) |
Profiling status of a training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.profilingStatus(ProfilingStatus profilingStatus) |
Profiling status of a training job.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.resourceConfig(Consumer<ResourceConfig.Builder> resourceConfig) |
Resources, including ML compute instances and ML storage volumes, that are configured for model training.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.resourceConfig(ResourceConfig resourceConfig) |
Resources, including ML compute instances and ML storage volumes, that are configured for model training.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.retryStrategy(Consumer<RetryStrategy.Builder> retryStrategy) |
The number of times to retry the job when the job fails due to an InternalServerError.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.retryStrategy(RetryStrategy retryStrategy) |
The number of times to retry the job when the job fails due to an InternalServerError.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.roleArn(String roleArn) |
The Amazon Web Services Identity and Access Management (IAM) role configured for the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.secondaryStatus(String secondaryStatus) |
Provides detailed information about the state of the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.secondaryStatus(SecondaryStatus secondaryStatus) |
Provides detailed information about the state of the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.secondaryStatusTransitions(Collection<SecondaryStatusTransition> secondaryStatusTransitions) |
A history of all of the secondary statuses that the training job has transitioned through.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.secondaryStatusTransitions(Consumer<SecondaryStatusTransition.Builder>... secondaryStatusTransitions) |
A history of all of the secondary statuses that the training job has transitioned through.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.secondaryStatusTransitions(SecondaryStatusTransition... secondaryStatusTransitions) |
A history of all of the secondary statuses that the training job has transitioned through.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.stoppingCondition(Consumer<StoppingCondition.Builder> stoppingCondition) |
Specifies a limit to how long a model training job can run.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.stoppingCondition(StoppingCondition stoppingCondition) |
Specifies a limit to how long a model training job can run.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.tensorBoardOutputConfig(Consumer<TensorBoardOutputConfig.Builder> tensorBoardOutputConfig) |
Sets the value of the TensorBoardOutputConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.tensorBoardOutputConfig(TensorBoardOutputConfig tensorBoardOutputConfig) |
Sets the value of the TensorBoardOutputConfig property for this object.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.toBuilder() |
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingEndTime(Instant trainingEndTime) |
Indicates the time when the training job ends on training instances.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingJobArn(String trainingJobArn) |
The Amazon Resource Name (ARN) of the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingJobName(String trainingJobName) |
Name of the model training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingJobStatus(String trainingJobStatus) |
The status of the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingJobStatus(TrainingJobStatus trainingJobStatus) |
The status of the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingStartTime(Instant trainingStartTime) |
Indicates the time when the training job starts on training instances.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.trainingTimeInSeconds(Integer trainingTimeInSeconds) |
The training time in seconds.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.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.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.vpcConfig(Consumer<VpcConfig.Builder> vpcConfig) |
A VpcConfig object
that specifies the VPC that this training job has access to.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.vpcConfig(VpcConfig vpcConfig) |
A VpcConfig object
that specifies the VPC that this training job has access to.
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default DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.warmPoolStatus(Consumer<WarmPoolStatus.Builder> warmPoolStatus) |
The status of the warm pool associated with the training job.
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DescribeTrainingJobResponse.Builder |
DescribeTrainingJobResponse.Builder.warmPoolStatus(WarmPoolStatus warmPoolStatus) |
The status of the warm pool associated with the training job.
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