| AddTagsRequest |
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| AddTagsResult |
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| AlgorithmSpecification |
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| CategoricalParameterRange |
A list of categorical hyperparameters to tune.
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| Channel |
A channel is a named input source that training algorithms can consume.
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| ContainerDefinition |
Describes the container, as part of model definition.
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| ContinuousParameterRange |
A list of continuous hyperparameters to tune.
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| CreateEndpointConfigRequest |
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| CreateEndpointConfigResult |
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| CreateEndpointRequest |
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| CreateEndpointResult |
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| CreateHyperParameterTuningJobRequest |
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| CreateHyperParameterTuningJobResult |
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| CreateModelRequest |
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| CreateModelResult |
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| CreateNotebookInstanceLifecycleConfigRequest |
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| CreateNotebookInstanceLifecycleConfigResult |
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| CreateNotebookInstanceRequest |
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| CreateNotebookInstanceResult |
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| CreatePresignedNotebookInstanceUrlRequest |
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| CreatePresignedNotebookInstanceUrlResult |
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| CreateTrainingJobRequest |
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| CreateTrainingJobResult |
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| CreateTransformJobRequest |
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| CreateTransformJobResult |
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| DataSource |
Describes the location of the channel data.
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| DeleteEndpointConfigRequest |
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| DeleteEndpointConfigResult |
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| DeleteEndpointRequest |
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| DeleteEndpointResult |
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| DeleteModelRequest |
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| DeleteModelResult |
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| DeleteNotebookInstanceLifecycleConfigRequest |
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| DeleteNotebookInstanceLifecycleConfigResult |
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| DeleteNotebookInstanceRequest |
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| DeleteNotebookInstanceResult |
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| DeleteTagsRequest |
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| DeleteTagsResult |
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| DeployedImage |
Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this
ProductionVariant. |
| DescribeEndpointConfigRequest |
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| DescribeEndpointConfigResult |
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| DescribeEndpointRequest |
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| DescribeEndpointResult |
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| DescribeHyperParameterTuningJobRequest |
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| DescribeHyperParameterTuningJobResult |
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| DescribeModelRequest |
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| DescribeModelResult |
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| DescribeNotebookInstanceLifecycleConfigRequest |
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| DescribeNotebookInstanceLifecycleConfigResult |
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| DescribeNotebookInstanceRequest |
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| DescribeNotebookInstanceResult |
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| DescribeTrainingJobRequest |
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| DescribeTrainingJobResult |
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| DescribeTransformJobRequest |
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| DescribeTransformJobResult |
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| DesiredWeightAndCapacity |
Specifies weight and capacity values for a production variant.
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| EndpointConfigSummary |
Provides summary information for an endpoint configuration.
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| EndpointSummary |
Provides summary information for an endpoint.
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| FinalHyperParameterTuningJobObjectiveMetric |
Shows the final value for the objective metric for a training job that was launched by a hyperparameter tuning job.
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| HyperParameterAlgorithmSpecification |
Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics
to monitor.
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| HyperParameterTrainingJobDefinition |
Defines the training jobs launched by a hyperparameter tuning job.
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| HyperParameterTrainingJobSummary |
Specifies summary information about a training job.
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| HyperParameterTuningJobConfig |
Configures a hyperparameter tuning job.
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| HyperParameterTuningJobObjective |
Defines the objective metric for a hyperparameter tuning job.
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| HyperParameterTuningJobSummary |
Provides summary information about a hyperparameter tuning job.
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| IntegerParameterRange |
For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.
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| ListEndpointConfigsRequest |
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| ListEndpointConfigsResult |
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| ListEndpointsRequest |
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| ListEndpointsResult |
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| ListHyperParameterTuningJobsRequest |
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| ListHyperParameterTuningJobsResult |
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| ListModelsRequest |
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| ListModelsResult |
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| ListNotebookInstanceLifecycleConfigsRequest |
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| ListNotebookInstanceLifecycleConfigsResult |
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| ListNotebookInstancesRequest |
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| ListNotebookInstancesResult |
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| ListTagsRequest |
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| ListTagsResult |
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| ListTrainingJobsForHyperParameterTuningJobRequest |
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| ListTrainingJobsForHyperParameterTuningJobResult |
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| ListTrainingJobsRequest |
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| ListTrainingJobsResult |
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| ListTransformJobsRequest |
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| ListTransformJobsResult |
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| MetricDefinition |
Specifies a metric that the training algorithm writes to stderr or stdout.
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| ModelArtifacts |
Provides information about the location that is configured for storing model artifacts.
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| ModelSummary |
Provides summary information about a model.
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| NotebookInstanceLifecycleConfigSummary |
Provides a summary of a notebook instance lifecycle configuration.
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| NotebookInstanceLifecycleHook |
Contains the notebook instance lifecycle configuration script.
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| NotebookInstanceSummary |
Provides summary information for an Amazon SageMaker notebook instance.
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| ObjectiveStatusCounters |
Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of
their objective metric.
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| OutputDataConfig |
Provides information about how to store model training results (model artifacts).
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| ParameterRanges |
Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches.
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| ProductionVariant |
Identifies a model that you want to host and the resources to deploy for hosting it.
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| ProductionVariantSummary |
Describes weight and capacities for a production variant associated with an endpoint.
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| ResourceConfig |
Describes the resources, including ML compute instances and ML storage volumes, to use for model training.
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| ResourceLimits |
Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.
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| S3DataSource |
Describes the S3 data source.
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| SecondaryStatusTransition |
Specifies a secondary status the job has transitioned into.
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| StartNotebookInstanceRequest |
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| StartNotebookInstanceResult |
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| StopHyperParameterTuningJobRequest |
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| StopHyperParameterTuningJobResult |
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| StopNotebookInstanceRequest |
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| StopNotebookInstanceResult |
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| StoppingCondition |
Specifies how long model training can run.
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| StopTrainingJobRequest |
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| StopTrainingJobResult |
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| StopTransformJobRequest |
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| StopTransformJobResult |
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| Tag |
Describes a tag.
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| TrainingJobStatusCounters |
The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.
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| TrainingJobSummary |
Provides summary information about a training job.
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| TransformDataSource |
Describes the location of the channel data.
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| TransformInput |
Describes the input source of a transform job and the way the transform job consumes it.
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| TransformJobSummary |
Provides a summary information for a transform job.
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| TransformOutput |
Describes the results of a transform job output.
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| TransformResources |
Describes the resources, including ML instance types and ML instance count, to use for transform job.
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| TransformS3DataSource |
Describes the S3 data source.
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| UpdateEndpointRequest |
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| UpdateEndpointResult |
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| UpdateEndpointWeightsAndCapacitiesRequest |
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| UpdateEndpointWeightsAndCapacitiesResult |
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| UpdateNotebookInstanceLifecycleConfigRequest |
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| UpdateNotebookInstanceLifecycleConfigResult |
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| UpdateNotebookInstanceRequest |
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| UpdateNotebookInstanceResult |
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| VpcConfig |
Specifies a VPC that your training jobs and hosted models have access to.
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