aws_sdk_sagemaker::types

Struct IntegerParameterRange

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#[non_exhaustive]
pub struct IntegerParameterRange {
    pub name: Option<String>,
    pub min_value: Option<String>,
    pub max_value: Option<String>,
    pub scaling_type: Option<HyperParameterScalingType>,
}
Expand description

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

Fields (Non-exhaustive)§

This struct is marked as non-exhaustive
Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.
§name: Option<String>

The name of the hyperparameter to search.

§min_value: Option<String>

The minimum value of the hyperparameter to search.

§max_value: Option<String>

The maximum value of the hyperparameter to search.

§scaling_type: Option<HyperParameterScalingType>

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.

Implementations§

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impl IntegerParameterRange

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pub fn name(&self) -> Option<&str>

The name of the hyperparameter to search.

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pub fn min_value(&self) -> Option<&str>

The minimum value of the hyperparameter to search.

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pub fn max_value(&self) -> Option<&str>

The maximum value of the hyperparameter to search.

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pub fn scaling_type(&self) -> Option<&HyperParameterScalingType>

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.

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impl IntegerParameterRange

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pub fn builder() -> IntegerParameterRangeBuilder

Creates a new builder-style object to manufacture IntegerParameterRange.

Trait Implementations§

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impl Clone for IntegerParameterRange

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fn clone(&self) -> IntegerParameterRange

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for IntegerParameterRange

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl PartialEq for IntegerParameterRange

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fn eq(&self, other: &IntegerParameterRange) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for IntegerParameterRange

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