/AWS1/CL_SGMCONTPARAMETERRANGE¶
A list of continuous hyperparameters to tune.
CONSTRUCTOR¶
IMPORTING¶
Required arguments:¶
iv_name TYPE /AWS1/SGMPARAMETERKEY /AWS1/SGMPARAMETERKEY¶
The name of the continuous hyperparameter to tune.
iv_minvalue TYPE /AWS1/SGMPARAMETERVALUE /AWS1/SGMPARAMETERVALUE¶
The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and
MaxValuefor tuning.
iv_maxvalue TYPE /AWS1/SGMPARAMETERVALUE /AWS1/SGMPARAMETERVALUE¶
The maximum value for the hyperparameter. The tuning job uses floating-point values between
MinValuevalue and this value for tuning.
Optional arguments:¶
iv_scalingtype TYPE /AWS1/SGMHYPERPARAMSCALINGTYPE /AWS1/SGMHYPERPARAMSCALINGTYPE¶
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
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.
Queryable Attributes¶
Name¶
The name of the continuous hyperparameter to tune.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_NAME() |
Getter for NAME, with configurable default |
ASK_NAME() |
Getter for NAME w/ exceptions if field has no value |
HAS_NAME() |
Determine if NAME has a value |
MinValue¶
The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and
MaxValuefor tuning.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_MINVALUE() |
Getter for MINVALUE, with configurable default |
ASK_MINVALUE() |
Getter for MINVALUE w/ exceptions if field has no value |
HAS_MINVALUE() |
Determine if MINVALUE has a value |
MaxValue¶
The maximum value for the hyperparameter. The tuning job uses floating-point values between
MinValuevalue and this value for tuning.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_MAXVALUE() |
Getter for MAXVALUE, with configurable default |
ASK_MAXVALUE() |
Getter for MAXVALUE w/ exceptions if field has no value |
HAS_MAXVALUE() |
Determine if MAXVALUE has a value |
ScalingType¶
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
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.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_SCALINGTYPE() |
Getter for SCALINGTYPE, with configurable default |
ASK_SCALINGTYPE() |
Getter for SCALINGTYPE w/ exceptions if field has no value |
HAS_SCALINGTYPE() |
Determine if SCALINGTYPE has a value |
Public Local Types In This Class¶
Internal table types, representing arrays and maps of this class, are defined as local types:
TT_CONTINUOUSPARAMETERRANGES¶
TYPES TT_CONTINUOUSPARAMETERRANGES TYPE STANDARD TABLE OF REF TO /AWS1/CL_SGMCONTPARAMETERRANGE WITH DEFAULT KEY
.