| Class | Description |
|---|---|
| AddTagsRequest | |
| AddTagsResult | |
| AlgorithmSpecification |
Specifies the training algorithm to use in a CreateTrainingJob request.
|
| AlgorithmStatusDetails |
Specifies the validation and image scan statuses of the algorithm.
|
| AlgorithmStatusItem |
Represents the overall status of an algorithm.
|
| AlgorithmSummary |
Provides summary information about an algorithm.
|
| AlgorithmValidationProfile |
Defines a training job and a batch transform job that Amazon SageMaker runs to validate your algorithm.
|
| AlgorithmValidationSpecification |
Specifies configurations for one or more training jobs that Amazon SageMaker runs to test the algorithm.
|
| AnnotationConsolidationConfig |
Configures how labels are consolidated across human workers.
|
| CategoricalParameterRange |
A list of categorical hyperparameters to tune.
|
| CategoricalParameterRangeSpecification |
Defines the possible values for a categorical hyperparameter.
|
| Channel |
A channel is a named input source that training algorithms can consume.
|
| ChannelSpecification |
Defines a named input source, called a channel, to be used by an algorithm.
|
| CodeRepositorySummary |
Specifies summary information about a git repository.
|
| CognitoMemberDefinition |
Identifies a Amazon Cognito user group.
|
| CompilationJobSummary |
A summary of a model compilation job.
|
| ContainerDefinition |
Describes the container, as part of model definition.
|
| ContinuousParameterRange |
A list of continuous hyperparameters to tune.
|
| ContinuousParameterRangeSpecification |
Defines the possible values for a continuous hyperparameter.
|
| CreateAlgorithmRequest | |
| CreateAlgorithmResult | |
| CreateCodeRepositoryRequest | |
| CreateCodeRepositoryResult | |
| CreateCompilationJobRequest | |
| CreateCompilationJobResult | |
| CreateEndpointConfigRequest | |
| CreateEndpointConfigResult | |
| CreateEndpointRequest | |
| CreateEndpointResult | |
| CreateHyperParameterTuningJobRequest | |
| CreateHyperParameterTuningJobResult | |
| CreateLabelingJobRequest | |
| CreateLabelingJobResult | |
| CreateModelPackageRequest | |
| CreateModelPackageResult | |
| CreateModelRequest | |
| CreateModelResult | |
| CreateNotebookInstanceLifecycleConfigRequest | |
| CreateNotebookInstanceLifecycleConfigResult | |
| CreateNotebookInstanceRequest | |
| CreateNotebookInstanceResult | |
| CreatePresignedNotebookInstanceUrlRequest | |
| CreatePresignedNotebookInstanceUrlResult | |
| CreateTrainingJobRequest | |
| CreateTrainingJobResult | |
| CreateTransformJobRequest | |
| CreateTransformJobResult | |
| CreateWorkteamRequest | |
| CreateWorkteamResult | |
| DataSource |
Describes the location of the channel data.
|
| DeleteAlgorithmRequest | |
| DeleteAlgorithmResult | |
| DeleteCodeRepositoryRequest | |
| DeleteCodeRepositoryResult | |
| DeleteEndpointConfigRequest | |
| DeleteEndpointConfigResult | |
| DeleteEndpointRequest | |
| DeleteEndpointResult | |
| DeleteModelPackageRequest | |
| DeleteModelPackageResult | |
| DeleteModelRequest | |
| DeleteModelResult | |
| DeleteNotebookInstanceLifecycleConfigRequest | |
| DeleteNotebookInstanceLifecycleConfigResult | |
| DeleteNotebookInstanceRequest | |
| DeleteNotebookInstanceResult | |
| DeleteTagsRequest | |
| DeleteTagsResult | |
| DeleteWorkteamRequest | |
| DeleteWorkteamResult | |
| DeployedImage |
Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this
ProductionVariant.
|
| DescribeAlgorithmRequest | |
| DescribeAlgorithmResult | |
| DescribeCodeRepositoryRequest | |
| DescribeCodeRepositoryResult | |
| DescribeCompilationJobRequest | |
| DescribeCompilationJobResult | |
| DescribeEndpointConfigRequest | |
| DescribeEndpointConfigResult | |
| DescribeEndpointRequest | |
| DescribeEndpointResult | |
| DescribeHyperParameterTuningJobRequest | |
| DescribeHyperParameterTuningJobResult | |
| DescribeLabelingJobRequest | |
| DescribeLabelingJobResult | |
| DescribeModelPackageRequest | |
| DescribeModelPackageResult | |
| DescribeModelRequest | |
| DescribeModelResult | |
| DescribeNotebookInstanceLifecycleConfigRequest | |
| DescribeNotebookInstanceLifecycleConfigResult | |
| DescribeNotebookInstanceRequest | |
| DescribeNotebookInstanceResult | |
| DescribeSubscribedWorkteamRequest | |
| DescribeSubscribedWorkteamResult | |
| DescribeTrainingJobRequest | |
| DescribeTrainingJobResult | |
| DescribeTransformJobRequest | |
| DescribeTransformJobResult | |
| DescribeWorkteamRequest | |
| DescribeWorkteamResult | |
| DesiredWeightAndCapacity |
Specifies weight and capacity values for a production variant.
|
| EndpointConfigSummary |
Provides summary information for an endpoint configuration.
|
| EndpointSummary |
Provides summary information for an endpoint.
|
| Filter |
A conditional statement for a search expression that includes a Boolean operator, a resource property, and a value.
|
| FinalHyperParameterTuningJobObjectiveMetric |
Shows the final value for the objective metric for a training job that was launched by a hyperparameter tuning job.
|
| GetSearchSuggestionsRequest | |
| GetSearchSuggestionsResult | |
| GitConfig |
Specifies configuration details for a git repository in your AWS account.
|
| GitConfigForUpdate |
Specifies configuration details for a git repository when the repository is updated.
|
| HumanTaskConfig |
Information required for human workers to complete a labeling task.
|
| HyperParameterAlgorithmSpecification |
Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics
to monitor.
|
| HyperParameterSpecification |
Defines a hyperparameter to be used by an algorithm.
|
| HyperParameterTrainingJobDefinition |
Defines the training jobs launched by a hyperparameter tuning job.
|
| HyperParameterTrainingJobSummary |
Specifies summary information about a training job.
|
| HyperParameterTuningJobConfig |
Configures a hyperparameter tuning job.
|
| HyperParameterTuningJobObjective |
Defines the objective metric for a hyperparameter tuning job.
|
| HyperParameterTuningJobSummary |
Provides summary information about a hyperparameter tuning job.
|
| HyperParameterTuningJobWarmStartConfig |
Specifies the configuration for a hyperparameter tuning job that uses one or more previous hyperparameter tuning jobs
as a starting point.
|
| InferenceSpecification |
Defines how to perform inference generation after a training job is run.
|
| InputConfig |
Contains information about the location of input model artifacts, the name and shape of the expected data inputs, and
the framework in which the model was trained.
|
| IntegerParameterRange |
For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.
|
| IntegerParameterRangeSpecification |
Defines the possible values for an integer hyperparameter.
|
| LabelCounters |
Provides a breakdown of the number of objects labeled.
|
| LabelCountersForWorkteam |
Provides counts for human-labeled tasks in the labeling job.
|
| LabelingJobAlgorithmsConfig |
Provides configuration information for auto-labeling of your data objects.
|
| LabelingJobDataAttributes |
Attributes of the data specified by the customer.
|
| LabelingJobDataSource |
Provides information about the location of input data.
|
| LabelingJobForWorkteamSummary |
Provides summary information for a work team.
|
| LabelingJobInputConfig |
Input configuration information for a labeling job.
|
| LabelingJobOutput |
Specifies the location of the output produced by the labeling job.
|
| LabelingJobOutputConfig |
Output configuration information for a labeling job.
|
| LabelingJobResourceConfig |
Provides configuration information for labeling jobs.
|
| LabelingJobS3DataSource |
The Amazon S3 location of the input data objects.
|
| LabelingJobStoppingConditions |
A set of conditions for stopping a labeling job.
|
| LabelingJobSummary |
Provides summary information about a labeling job.
|
| ListAlgorithmsRequest | |
| ListAlgorithmsResult | |
| ListCodeRepositoriesRequest | |
| ListCodeRepositoriesResult | |
| ListCompilationJobsRequest | |
| ListCompilationJobsResult | |
| ListEndpointConfigsRequest | |
| ListEndpointConfigsResult | |
| ListEndpointsRequest | |
| ListEndpointsResult | |
| ListHyperParameterTuningJobsRequest | |
| ListHyperParameterTuningJobsResult | |
| ListLabelingJobsForWorkteamRequest | |
| ListLabelingJobsForWorkteamResult | |
| ListLabelingJobsRequest | |
| ListLabelingJobsResult | |
| ListModelPackagesRequest | |
| ListModelPackagesResult | |
| ListModelsRequest | |
| ListModelsResult | |
| ListNotebookInstanceLifecycleConfigsRequest | |
| ListNotebookInstanceLifecycleConfigsResult | |
| ListNotebookInstancesRequest | |
| ListNotebookInstancesResult | |
| ListSubscribedWorkteamsRequest | |
| ListSubscribedWorkteamsResult | |
| ListTagsRequest | |
| ListTagsResult | |
| ListTrainingJobsForHyperParameterTuningJobRequest | |
| ListTrainingJobsForHyperParameterTuningJobResult | |
| ListTrainingJobsRequest | |
| ListTrainingJobsResult | |
| ListTransformJobsRequest | |
| ListTransformJobsResult | |
| ListWorkteamsRequest | |
| ListWorkteamsResult | |
| MemberDefinition |
Defines the Amazon Cognito user group that is part of a work team.
|
| MetricData |
The name, value, and date and time of a metric that was emitted to Amazon CloudWatch.
|
| MetricDefinition |
Specifies a metric that the training algorithm writes to
stderr or stdout. |
| ModelArtifacts |
Provides information about the location that is configured for storing model artifacts.
|
| ModelPackageContainerDefinition |
Describes the Docker container for the model package.
|
| ModelPackageStatusDetails |
Specifies the validation and image scan statuses of the model package.
|
| ModelPackageStatusItem |
Represents the overall status of a model package.
|
| ModelPackageSummary |
Provides summary information about a model package.
|
| ModelPackageValidationProfile |
Contains data such as the inputs and targeted instance types that are used in the process of validating the model
package.
|
| ModelPackageValidationSpecification |
Specifies batch transform jobs that Amazon SageMaker runs to validate your model package.
|
| ModelSummary |
Provides summary information about a model.
|
| NestedFilters |
A
NestedFilter is defined by using a resource name under NestedPropertyName, which entries
in a list that properties must match to be included in the results. |
| NotebookInstanceLifecycleConfigSummary |
Provides a summary of a notebook instance lifecycle configuration.
|
| NotebookInstanceLifecycleHook |
Contains the notebook instance lifecycle configuration script.
|
| NotebookInstanceSummary |
Provides summary information for an Amazon SageMaker notebook instance.
|
| ObjectiveStatusCounters |
Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of
their objective metric.
|
| OutputConfig |
Contains information about the output location for the compiled model and the device (target) that the model runs on.
|
| OutputDataConfig |
Provides information about how to store model training results (model artifacts).
|
| ParameterRange |
Defines the possible values for categorical, continous, and integer hyperparameters to be used by an algorithm.
|
| ParameterRanges |
Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches.
|
| ParentHyperParameterTuningJob |
A previously completed or stopped hyperparameter tuning job to be used as a starting point for a new hyperparameter
tuning job.
|
| ProductionVariant |
Identifies a model that you want to host and the resources to deploy for hosting it.
|
| ProductionVariantSummary |
Describes weight and capacities for a production variant associated with an endpoint.
|
| PropertyNameQuery |
A suggestion query for retrieving property names.
|
| PropertyNameSuggestion |
A property name returned from a
GetSearchSuggestions call that specifies a value in the
PropertyNameQuery field. |
| PublicWorkforceTaskPrice |
Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed.
|
| RenderableTask |
Contains input values for a task.
|
| RenderingError |
A description of an error that occurred while rendering the template.
|
| RenderUiTemplateRequest | |
| RenderUiTemplateResult | |
| ResourceConfig |
Describes the resources, including ML compute instances and ML storage volumes, to use for model training.
|
| ResourceLimits |
Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.
|
| S3DataSource |
Describes the S3 data source.
|
| SearchExpression |
A multi-expression that searches for the specified resource or resources.
|
| SearchRecord |
An individual search result record that contains a single resource object.
|
| SearchRequest | |
| SearchResult | |
| SecondaryStatusTransition |
An array element of DescribeTrainingJobResponse$SecondaryStatusTransitions.
|
| ShuffleConfig |
A configuration for a shuffle option for input data in a channel.
|
| SourceAlgorithm |
Specifies an algorithm that was used to create the model package.
|
| SourceAlgorithmSpecification |
A list of algorithms that were used to create a model package.
|
| StartNotebookInstanceRequest | |
| StartNotebookInstanceResult | |
| StopCompilationJobRequest | |
| StopCompilationJobResult | |
| StopHyperParameterTuningJobRequest | |
| StopHyperParameterTuningJobResult | |
| StopLabelingJobRequest | |
| StopLabelingJobResult | |
| StopNotebookInstanceRequest | |
| StopNotebookInstanceResult | |
| StoppingCondition |
Specifies how long a model training or compilation job can run.
|
| StopTrainingJobRequest | |
| StopTrainingJobResult | |
| StopTransformJobRequest | |
| StopTransformJobResult | |
| SubscribedWorkteam |
Describes a work team of a vendor that does the a labelling job.
|
| SuggestionQuery |
Limits the property names that are included in the response.
|
| Tag |
Describes a tag.
|
| TrainingJob |
Contains information about a training job.
|
| TrainingJobDefinition |
Defines the input needed to run a training job using the algorithm.
|
| TrainingJobStatusCounters |
The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.
|
| TrainingJobSummary |
Provides summary information about a training job.
|
| TrainingSpecification |
Defines how the algorithm is used for a training job.
|
| TransformDataSource |
Describes the location of the channel data.
|
| TransformInput |
Describes the input source of a transform job and the way the transform job consumes it.
|
| TransformJobDefinition |
Defines the input needed to run a transform job using the inference specification specified in the algorithm.
|
| TransformJobSummary |
Provides a summary of a transform job.
|
| TransformOutput |
Describes the results of a transform job output.
|
| TransformResources |
Describes the resources, including ML instance types and ML instance count, to use for transform job.
|
| TransformS3DataSource |
Describes the S3 data source.
|
| UiConfig |
Provided configuration information for the worker UI for a labeling job.
|
| UiTemplate |
The Liquid template for the worker user interface.
|
| UpdateCodeRepositoryRequest | |
| UpdateCodeRepositoryResult | |
| UpdateEndpointRequest | |
| UpdateEndpointResult | |
| UpdateEndpointWeightsAndCapacitiesRequest | |
| UpdateEndpointWeightsAndCapacitiesResult | |
| UpdateNotebookInstanceLifecycleConfigRequest | |
| UpdateNotebookInstanceLifecycleConfigResult | |
| UpdateNotebookInstanceRequest | |
| UpdateNotebookInstanceResult | |
| UpdateWorkteamRequest | |
| UpdateWorkteamResult | |
| USD |
Represents an amount of money in United States dollars/
|
| VpcConfig |
Specifies a VPC that your training jobs and hosted models have access to.
|
| Workteam |
Provides details about a labeling work team.
|
| Exception | Description |
|---|---|
| AmazonSageMakerException |
Base exception for all service exceptions thrown by Amazon SageMaker Service
|
| ResourceInUseException |
Resource being accessed is in use.
|
| ResourceLimitExceededException |
You have exceeded an Amazon SageMaker resource limit.
|
| ResourceNotFoundException |
Resource being access is not found.
|
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