AWS SDK for C++  1.9.123
AWS SDK for C++
Public Member Functions | List of all members
Aws::SageMaker::Model::ContinuousParameterRange Class Reference

#include <ContinuousParameterRange.h>

Public Member Functions

 ContinuousParameterRange ()
 
 ContinuousParameterRange (Aws::Utils::Json::JsonView jsonValue)
 
ContinuousParameterRangeoperator= (Aws::Utils::Json::JsonView jsonValue)
 
Aws::Utils::Json::JsonValue Jsonize () const
 
const Aws::StringGetName () const
 
bool NameHasBeenSet () const
 
void SetName (const Aws::String &value)
 
void SetName (Aws::String &&value)
 
void SetName (const char *value)
 
ContinuousParameterRangeWithName (const Aws::String &value)
 
ContinuousParameterRangeWithName (Aws::String &&value)
 
ContinuousParameterRangeWithName (const char *value)
 
const Aws::StringGetMinValue () const
 
bool MinValueHasBeenSet () const
 
void SetMinValue (const Aws::String &value)
 
void SetMinValue (Aws::String &&value)
 
void SetMinValue (const char *value)
 
ContinuousParameterRangeWithMinValue (const Aws::String &value)
 
ContinuousParameterRangeWithMinValue (Aws::String &&value)
 
ContinuousParameterRangeWithMinValue (const char *value)
 
const Aws::StringGetMaxValue () const
 
bool MaxValueHasBeenSet () const
 
void SetMaxValue (const Aws::String &value)
 
void SetMaxValue (Aws::String &&value)
 
void SetMaxValue (const char *value)
 
ContinuousParameterRangeWithMaxValue (const Aws::String &value)
 
ContinuousParameterRangeWithMaxValue (Aws::String &&value)
 
ContinuousParameterRangeWithMaxValue (const char *value)
 
const HyperParameterScalingTypeGetScalingType () const
 
bool ScalingTypeHasBeenSet () const
 
void SetScalingType (const HyperParameterScalingType &value)
 
void SetScalingType (HyperParameterScalingType &&value)
 
ContinuousParameterRangeWithScalingType (const HyperParameterScalingType &value)
 
ContinuousParameterRangeWithScalingType (HyperParameterScalingType &&value)
 

Detailed Description

A list of continuous hyperparameters to tune.

See Also:

AWS API Reference

Definition at line 32 of file ContinuousParameterRange.h.

Constructor & Destructor Documentation

◆ ContinuousParameterRange() [1/2]

Aws::SageMaker::Model::ContinuousParameterRange::ContinuousParameterRange ( )

◆ ContinuousParameterRange() [2/2]

Aws::SageMaker::Model::ContinuousParameterRange::ContinuousParameterRange ( Aws::Utils::Json::JsonView  jsonValue)

Member Function Documentation

◆ GetMaxValue()

const Aws::String& Aws::SageMaker::Model::ContinuousParameterRange::GetMaxValue ( ) const
inline

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

Definition at line 135 of file ContinuousParameterRange.h.

◆ GetMinValue()

const Aws::String& Aws::SageMaker::Model::ContinuousParameterRange::GetMinValue ( ) const
inline

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

Definition at line 86 of file ContinuousParameterRange.h.

◆ GetName()

const Aws::String& Aws::SageMaker::Model::ContinuousParameterRange::GetName ( ) const
inline

The name of the continuous hyperparameter to tune.

Definition at line 44 of file ContinuousParameterRange.h.

◆ GetScalingType()

const HyperParameterScalingType& Aws::SageMaker::Model::ContinuousParameterRange::GetScalingType ( ) const
inline

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. 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.

Definition at line 196 of file ContinuousParameterRange.h.

◆ Jsonize()

Aws::Utils::Json::JsonValue Aws::SageMaker::Model::ContinuousParameterRange::Jsonize ( ) const

◆ MaxValueHasBeenSet()

bool Aws::SageMaker::Model::ContinuousParameterRange::MaxValueHasBeenSet ( ) const
inline

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

Definition at line 141 of file ContinuousParameterRange.h.

◆ MinValueHasBeenSet()

bool Aws::SageMaker::Model::ContinuousParameterRange::MinValueHasBeenSet ( ) const
inline

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

Definition at line 92 of file ContinuousParameterRange.h.

◆ NameHasBeenSet()

bool Aws::SageMaker::Model::ContinuousParameterRange::NameHasBeenSet ( ) const
inline

The name of the continuous hyperparameter to tune.

Definition at line 49 of file ContinuousParameterRange.h.

◆ operator=()

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::operator= ( Aws::Utils::Json::JsonView  jsonValue)

◆ ScalingTypeHasBeenSet()

bool Aws::SageMaker::Model::ContinuousParameterRange::ScalingTypeHasBeenSet ( ) const
inline

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. 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.

Definition at line 214 of file ContinuousParameterRange.h.

◆ SetMaxValue() [1/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetMaxValue ( Aws::String &&  value)
inline

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

Definition at line 153 of file ContinuousParameterRange.h.

◆ SetMaxValue() [2/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetMaxValue ( const Aws::String value)
inline

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

Definition at line 147 of file ContinuousParameterRange.h.

◆ SetMaxValue() [3/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetMaxValue ( const char *  value)
inline

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

Definition at line 159 of file ContinuousParameterRange.h.

◆ SetMinValue() [1/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetMinValue ( Aws::String &&  value)
inline

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

Definition at line 104 of file ContinuousParameterRange.h.

◆ SetMinValue() [2/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetMinValue ( const Aws::String value)
inline

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

Definition at line 98 of file ContinuousParameterRange.h.

◆ SetMinValue() [3/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetMinValue ( const char *  value)
inline

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

Definition at line 110 of file ContinuousParameterRange.h.

◆ SetName() [1/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetName ( Aws::String &&  value)
inline

The name of the continuous hyperparameter to tune.

Definition at line 59 of file ContinuousParameterRange.h.

◆ SetName() [2/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetName ( const Aws::String value)
inline

The name of the continuous hyperparameter to tune.

Definition at line 54 of file ContinuousParameterRange.h.

◆ SetName() [3/3]

void Aws::SageMaker::Model::ContinuousParameterRange::SetName ( const char *  value)
inline

The name of the continuous hyperparameter to tune.

Definition at line 64 of file ContinuousParameterRange.h.

◆ SetScalingType() [1/2]

void Aws::SageMaker::Model::ContinuousParameterRange::SetScalingType ( const HyperParameterScalingType value)
inline

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. 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.

Definition at line 232 of file ContinuousParameterRange.h.

◆ SetScalingType() [2/2]

void Aws::SageMaker::Model::ContinuousParameterRange::SetScalingType ( HyperParameterScalingType &&  value)
inline

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. 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.

Definition at line 250 of file ContinuousParameterRange.h.

◆ WithMaxValue() [1/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithMaxValue ( Aws::String &&  value)
inline

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

Definition at line 171 of file ContinuousParameterRange.h.

◆ WithMaxValue() [2/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithMaxValue ( const Aws::String value)
inline

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

Definition at line 165 of file ContinuousParameterRange.h.

◆ WithMaxValue() [3/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithMaxValue ( const char *  value)
inline

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

Definition at line 177 of file ContinuousParameterRange.h.

◆ WithMinValue() [1/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithMinValue ( Aws::String &&  value)
inline

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

Definition at line 122 of file ContinuousParameterRange.h.

◆ WithMinValue() [2/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithMinValue ( const Aws::String value)
inline

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

Definition at line 116 of file ContinuousParameterRange.h.

◆ WithMinValue() [3/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithMinValue ( const char *  value)
inline

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

Definition at line 128 of file ContinuousParameterRange.h.

◆ WithName() [1/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithName ( Aws::String &&  value)
inline

The name of the continuous hyperparameter to tune.

Definition at line 74 of file ContinuousParameterRange.h.

◆ WithName() [2/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithName ( const Aws::String value)
inline

The name of the continuous hyperparameter to tune.

Definition at line 69 of file ContinuousParameterRange.h.

◆ WithName() [3/3]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithName ( const char *  value)
inline

The name of the continuous hyperparameter to tune.

Definition at line 79 of file ContinuousParameterRange.h.

◆ WithScalingType() [1/2]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithScalingType ( const HyperParameterScalingType value)
inline

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. 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.

Definition at line 268 of file ContinuousParameterRange.h.

◆ WithScalingType() [2/2]

ContinuousParameterRange& Aws::SageMaker::Model::ContinuousParameterRange::WithScalingType ( HyperParameterScalingType &&  value)
inline

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. 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.

Definition at line 286 of file ContinuousParameterRange.h.


The documentation for this class was generated from the following file: