Uses of Class
software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJob.Builder

Packages that use SageMakerCreateTrainingJob.Builder

Package	Description
software.amazon.awscdk.services.stepfunctions.tasks	Tasks for AWS Step Functions

Uses of SageMakerCreateTrainingJob.Builder in software.amazon.awscdk.services.stepfunctions.tasks

Methods in software.amazon.awscdk.services.stepfunctions.tasks that return SageMakerCreateTrainingJob.Builder

Modifier and Type	Method	Description
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.algorithmSpecification(AlgorithmSpecification algorithmSpecification)	Identifies the training algorithm to use.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.assign(Map<String,? extends Object> assign)	Workflow variables to store in this step.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.comment(String comment)	A comment describing this state.
static SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.create(software.constructs.Construct scope, String id)
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.credentials(Credentials credentials)	Credentials for an IAM Role that the State Machine assumes for executing the task.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.enableNetworkIsolation(Boolean enableNetworkIsolation)	Isolates the training container.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.environment(Map<String,String> environment)	Environment variables to set in the Docker container.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.heartbeat(Duration heartbeat)	Deprecated. use heartbeatTimeout
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.heartbeatTimeout(Timeout heartbeatTimeout)	Timeout for the heartbeat.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.hyperparameters(Map<String,? extends Object> hyperparameters)	Algorithm-specific parameters that influence the quality of the model.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.inputDataConfig(List<? extends Channel> inputDataConfig)	Describes the various datasets (e.g.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.inputPath(String inputPath)	JSONPath expression to select part of the state to be the input to this state.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.integrationPattern(IntegrationPattern integrationPattern)	AWS Step Functions integrates with services directly in the Amazon States Language.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.outputDataConfig(OutputDataConfig outputDataConfig)	Identifies the Amazon S3 location where you want Amazon SageMaker to save the results of model training.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.outputPath(String outputPath)	JSONPath expression to select part of the state to be the output to this state.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.outputs(Object outputs)	Used to specify and transform output from the state.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.queryLanguage(QueryLanguage queryLanguage)	The name of the query language used by the state.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.resourceConfig(ResourceConfig resourceConfig)	Specifies the resources, ML compute instances, and ML storage volumes to deploy for model training.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.resultPath(String resultPath)	JSONPath expression to indicate where to inject the state's output.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.resultSelector(Map<String,? extends Object> resultSelector)	The JSON that will replace the state's raw result and become the effective result before ResultPath is applied.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.role(IRole role)	Role for the Training Job.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.stateName(String stateName)	Optional name for this state.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.stoppingCondition(StoppingCondition stoppingCondition)	Sets a time limit for training.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.tags(Map<String,String> tags)	Tags to be applied to the train job.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.taskTimeout(Timeout taskTimeout)	Timeout for the task.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.timeout(Duration timeout)	Deprecated. use taskTimeout
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.trainingJobName(String trainingJobName)	Training Job Name.
SageMakerCreateTrainingJob.Builder	SageMakerCreateTrainingJob.Builder.vpcConfig(VpcConfig vpcConfig)	Specifies the VPC that you want your training job to connect to.