NAME

Paws::SageMaker::ParameterRanges

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::SageMaker::ParameterRanges object:

  $service_obj->Method(Att1 => { CategoricalParameterRanges => $value, ..., IntegerParameterRanges => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::ParameterRanges object:

  $result = $service_obj->Method(...);
  $result->Att1->CategoricalParameterRanges

DESCRIPTION

Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches. The hyperparameter tuning job launches training jobs with hyperparameter values within these ranges to find the combination of values that result in the training job with the best performance as measured by the objective metric of the hyperparameter tuning job.

You can specify a maximum of 20 hyperparameters that a hyperparameter tuning job can search over. Every possible value of a categorical parameter range counts against this limit.

ATTRIBUTES

CategoricalParameterRanges => ArrayRef[Paws::SageMaker::CategoricalParameterRange]

  The array of CategoricalParameterRange objects that specify ranges of
categorical hyperparameters that a hyperparameter tuning job searches.

ContinuousParameterRanges => ArrayRef[Paws::SageMaker::ContinuousParameterRange]

  The array of ContinuousParameterRange objects that specify ranges of
continuous hyperparameters that a hyperparameter tuning job searches.

IntegerParameterRanges => ArrayRef[Paws::SageMaker::IntegerParameterRange]

  The array of IntegerParameterRange objects that specify ranges of
integer hyperparameters that a hyperparameter tuning job searches.

SEE ALSO

This class forms part of Paws, describing an object used in Paws::SageMaker

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues