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AWS::SageMaker::HyperParameterTuningJob ResourceLimits - AWS CloudFormation

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AWS::SageMaker::HyperParameterTuningJob ResourceLimits

Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.

Syntax

To declare this entity in your CloudFormation template, use the following syntax:

JSON

{ "MaxNumberOfTrainingJobs" : Integer, "MaxParallelTrainingJobs" : Integer, "MaxRuntimeInSeconds" : Integer }

Properties

MaxNumberOfTrainingJobs

The maximum number of training jobs that a hyperparameter tuning job can launch.

Required: No

Type: Integer

Minimum: 1

Update requires: Replacement

MaxParallelTrainingJobs

The maximum number of concurrent training jobs that a hyperparameter tuning job can launch.

Required: Yes

Type: Integer

Minimum: 1

Update requires: Replacement

MaxRuntimeInSeconds

The maximum time in seconds that a hyperparameter tuning job can run.

Required: No

Type: Integer

Minimum: 1

Maximum: 15768000

Update requires: Replacement