NAME

Paws::SageMaker::ContinuousParameterRange

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::ContinuousParameterRange object:

  $service_obj->Method(Att1 => { MaxValue => $value, ..., ScalingType => $value  });

Results returned from an API call

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

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

DESCRIPTION

A list of continuous hyperparameters to tune.

ATTRIBUTES

REQUIRED MaxValue => Str

The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue value and this value for tuning.

REQUIRED MinValue => Str

The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValuefor tuning.

REQUIRED Name => Str

The name of the continuous hyperparameter to tune.

ScalingType => Str

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). One of the following values:

Auto

Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

Linear

Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

Logarithmic

Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.

Logarithmic scaling works only for ranges that have only values greater than 0.

ReverseLogarithmic

Hyperparameter tuning searches the values in the hyperparameter range by using a reverse logarithmic scale.

Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.

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