Struct aws_sdk_sagemaker::model::ContinuousParameterRange

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#[non_exhaustive]
pub struct ContinuousParameterRange { /* private fields */ }

Expand description

A list of continuous hyperparameters to tune.

Implementations

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impl ContinuousParameterRange

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

The name of the continuous hyperparameter to tune.

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

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

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

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

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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.

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.

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impl ContinuousParameterRange

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pub fn builder() -> Builder

Creates a new builder-style object to manufacture ContinuousParameterRange.

Trait Implementations

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impl Clone for ContinuousParameterRange

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fn clone(&self) -> ContinuousParameterRange

Returns a copy 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 ContinuousParameterRange

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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<ContinuousParameterRange> for ContinuousParameterRange

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

This method tests for self and other values to be equal, and is used by ==. Read more

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fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason. Read more

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impl StructuralPartialEq for ContinuousParameterRange

Auto Trait Implementations

impl RefUnwindSafe for ContinuousParameterRange

impl Send for ContinuousParameterRange

impl Sync for ContinuousParameterRange

impl Unpin for ContinuousParameterRange

impl UnwindSafe for ContinuousParameterRange

Blanket Implementations

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impl<T> Any for T where
T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T where
T: ?Sized,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T where
T: ?Sized,

const: unstable · source

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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impl<T, U> Into for T where
U: From<T>,

const: unstable · source

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T where
T: Clone,

type Owned = T

The resulting type after obtaining ownership.

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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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impl<T, U> TryFrom for T where
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

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impl<T, U> TryInto for T where
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

Struct aws_sdk_sagemaker::model::ContinuousParameterRange

Implementations

impl ContinuousParameterRange

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

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

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

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

impl ContinuousParameterRange

pub fn builder() -> Builder

Trait Implementations

impl Clone for ContinuousParameterRange

fn clone(&self) -> ContinuousParameterRange

fn clone_from(&mut self, source: &Self)

impl Debug for ContinuousParameterRange

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

impl PartialEq<ContinuousParameterRange> for ContinuousParameterRange

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

fn ne(&self, other: &Rhs) -> bool

impl StructuralPartialEq for ContinuousParameterRange

Auto Trait Implementations

impl RefUnwindSafe for ContinuousParameterRange

impl Send for ContinuousParameterRange

impl Sync for ContinuousParameterRange

impl Unpin for ContinuousParameterRange

impl UnwindSafe for ContinuousParameterRange

Blanket Implementations

impl<T> Any for T where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

fn in_current_span(self) -> Instrumented<Self>

impl<T, U> Into<U> for T where U: From<T>,

fn into(self) -> U

impl<T> ToOwned for T where T: Clone,

type Owned = T

fn to_owned(&self) -> T

fn clone_into(&self, target: &mut T)

impl<T, U> TryFrom<U> for T where U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for T where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where S: Into<Dispatch>,

fn with_current_subscriber(self) -> WithDispatch<Self>

impl<T> Any for T where
T: 'static + ?Sized,

impl<T> Borrow<T> for T where
T: ?Sized,

impl<T> BorrowMut<T> for T where
T: ?Sized,

impl<T, U> Into<U> for T where
U: From<T>,

impl<T> ToOwned for T where
T: Clone,

impl<T, U> TryFrom<U> for T where
U: Into<T>,

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,