| Package | Description |
|---|---|
| software.amazon.awssdk.services.sagemaker.model |
| Modifier and Type | Method and Description |
|---|---|
TrainingSpecification.Builder |
TrainingSpecification.Builder.additionalS3DataSource(AdditionalS3DataSource additionalS3DataSource)
The additional data source used during the training job.
|
default TrainingSpecification.Builder |
TrainingSpecification.Builder.additionalS3DataSource(Consumer<AdditionalS3DataSource.Builder> additionalS3DataSource)
The additional data source used during the training job.
|
static TrainingSpecification.Builder |
TrainingSpecification.builder() |
TrainingSpecification.Builder |
TrainingSpecification.Builder.metricDefinitions(Collection<MetricDefinition> metricDefinitions)
A list of
MetricDefinition objects, which are used for parsing metrics generated by the
algorithm. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.metricDefinitions(Consumer<MetricDefinition.Builder>... metricDefinitions)
A list of
MetricDefinition objects, which are used for parsing metrics generated by the
algorithm. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.metricDefinitions(MetricDefinition... metricDefinitions)
A list of
MetricDefinition objects, which are used for parsing metrics generated by the
algorithm. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedHyperParameters(Collection<HyperParameterSpecification> supportedHyperParameters)
A list of the
HyperParameterSpecification objects, that define the supported hyperparameters. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedHyperParameters(Consumer<HyperParameterSpecification.Builder>... supportedHyperParameters)
A list of the
HyperParameterSpecification objects, that define the supported hyperparameters. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedHyperParameters(HyperParameterSpecification... supportedHyperParameters)
A list of the
HyperParameterSpecification objects, that define the supported hyperparameters. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTrainingInstanceTypes(Collection<TrainingInstanceType> supportedTrainingInstanceTypes)
A list of the instance types that this algorithm can use for training.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTrainingInstanceTypes(TrainingInstanceType... supportedTrainingInstanceTypes)
A list of the instance types that this algorithm can use for training.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTrainingInstanceTypesWithStrings(Collection<String> supportedTrainingInstanceTypes)
A list of the instance types that this algorithm can use for training.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTrainingInstanceTypesWithStrings(String... supportedTrainingInstanceTypes)
A list of the instance types that this algorithm can use for training.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTuningJobObjectiveMetrics(Collection<HyperParameterTuningJobObjective> supportedTuningJobObjectiveMetrics)
A list of the metrics that the algorithm emits that can be used as the objective metric in a hyperparameter
tuning job.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTuningJobObjectiveMetrics(Consumer<HyperParameterTuningJobObjective.Builder>... supportedTuningJobObjectiveMetrics)
A list of the metrics that the algorithm emits that can be used as the objective metric in a hyperparameter
tuning job.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportedTuningJobObjectiveMetrics(HyperParameterTuningJobObjective... supportedTuningJobObjectiveMetrics)
A list of the metrics that the algorithm emits that can be used as the objective metric in a hyperparameter
tuning job.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.supportsDistributedTraining(Boolean supportsDistributedTraining)
Indicates whether the algorithm supports distributed training.
|
TrainingSpecification.Builder |
TrainingSpecification.toBuilder() |
TrainingSpecification.Builder |
TrainingSpecification.Builder.trainingChannels(ChannelSpecification... trainingChannels)
A list of
ChannelSpecification objects, which specify the input sources to be used by the
algorithm. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.trainingChannels(Collection<ChannelSpecification> trainingChannels)
A list of
ChannelSpecification objects, which specify the input sources to be used by the
algorithm. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.trainingChannels(Consumer<ChannelSpecification.Builder>... trainingChannels)
A list of
ChannelSpecification objects, which specify the input sources to be used by the
algorithm. |
TrainingSpecification.Builder |
TrainingSpecification.Builder.trainingImage(String trainingImage)
The Amazon ECR registry path of the Docker image that contains the training algorithm.
|
TrainingSpecification.Builder |
TrainingSpecification.Builder.trainingImageDigest(String trainingImageDigest)
An MD5 hash of the training algorithm that identifies the Docker image used for training.
|
| Modifier and Type | Method and Description |
|---|---|
static Class<? extends TrainingSpecification.Builder> |
TrainingSpecification.serializableBuilderClass() |
| Modifier and Type | Method and Description |
|---|---|
default DescribeAlgorithmResponse.Builder |
DescribeAlgorithmResponse.Builder.trainingSpecification(Consumer<TrainingSpecification.Builder> trainingSpecification)
Details about training jobs run by this algorithm.
|
default CreateAlgorithmRequest.Builder |
CreateAlgorithmRequest.Builder.trainingSpecification(Consumer<TrainingSpecification.Builder> trainingSpecification)
Specifies details about training jobs run by this algorithm, including the following:
|
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