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.
The maximum number of items specified for Array Members refers to the maximum
number of hyperparameters for each range and also the maximum for the hyperparameter
tuning job itself. That is, the sum of the number of hyperparameters for all the ranges
can't exceed the maximum number specified.
Inheritance Hierarchy
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
Syntax
public class ParameterRanges
The ParameterRanges type exposes the following members
Constructors
| Name | Description | |
|---|---|---|
|
ParameterRanges() |
Properties
| Name | Type | Description | |
|---|---|---|---|
|
|
AutoParameters | System.Collections.Generic.List<Amazon.SageMaker.Model.AutoParameter> |
Gets and sets the property AutoParameters. A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job. |
|
|
CategoricalParameterRanges | System.Collections.Generic.List<Amazon.SageMaker.Model.CategoricalParameterRange> |
Gets and sets the property CategoricalParameterRanges. The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches. |
|
|
ContinuousParameterRanges | System.Collections.Generic.List<Amazon.SageMaker.Model.ContinuousParameterRange> |
Gets and sets the property ContinuousParameterRanges. The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches. |
|
|
IntegerParameterRanges | System.Collections.Generic.List<Amazon.SageMaker.Model.IntegerParameterRange> |
Gets and sets the property IntegerParameterRanges. The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches. |
Version Information
.NET Core App:
Supported in: 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5, 4.0, 3.5