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A list of continuous hyperparameters to tune.

MaxValue The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue value and this value for tuning.
Type: String
Length Constraints: Maximum length of 256.
Pattern: .*
Required: Yes

MinValue The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValuefor tuning.
Type: String
Length Constraints: Maximum length of 256.
Pattern: .*
Required: Yes

Name The name of the continuous hyperparameter to tune.
Type: String
Length Constraints: Maximum length of 256.
Pattern: .*
Required: Yes

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
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
Hyperparemeter 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. Type: String
Valid Values:Auto | Linear | Logarithmic | ReverseLogarithmic
Required: No

For more information about using this API in one of the language-specific AWS SDKs, see the following: + AWS SDK for C++ + AWS SDK for Go + AWS SDK for Go - Pilot + AWS SDK for Java + AWS SDK for Ruby V2