Struct ResourceConfiguration

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pub struct ResourceConfiguration {
    pub id: String,
    pub parameters: HashMap<String, f64>,
    pub evaluations: usize,
    pub scores: Vec<f64>,
    pub mean_score: f64,
    pub variance: f64,
    pub confidence_width: f64,
    pub resources_allocated: f64,
    pub efficiency: f64,
    pub is_active: bool,
}

Expand description

Configuration being evaluated with allocated resources

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§id: String

Unique identifier for this configuration

§parameters: HashMap<String, f64>

Parameter values for this configuration

§evaluations: usize

Number of evaluations performed

§scores: Vec<f64>

Performance scores from evaluations

§mean_score: f64

Current mean performance

§variance: f64

Performance variance

§confidence_width: f64

Confidence interval width

§resources_allocated: f64

Total resources allocated (e.g., training epochs, CV folds)

§efficiency: f64

Resource efficiency (score per unit resource)

§is_active: bool

Whether this configuration is still active

Implementations§

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impl ResourceConfiguration

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pub fn new(id: String, parameters: HashMap<String, f64>) -> Self

Create a new resource configuration

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pub fn add_evaluation(&mut self, score: f64, resources_used: f64)

Add a new evaluation result

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pub fn update_statistics(&mut self)

Update internal statistics

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pub fn upper_confidence_bound( &self, exploration_factor: f64, total_evaluations: usize, ) -> f64

Calculate Upper Confidence Bound

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pub fn lower_confidence_bound( &self, exploration_factor: f64, total_evaluations: usize, ) -> f64

Calculate Lower Confidence Bound

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pub fn should_promote( &self, threshold_percentile: f64, all_scores: &[f64], ) -> bool

Check if this configuration should be promoted (continue receiving resources)

Trait Implementations§

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impl Clone for ResourceConfiguration

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fn clone(&self) -> ResourceConfiguration

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 ResourceConfiguration

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for ResourceConfiguration

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,

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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,

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

Mutably borrows from an owned value. Read more

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

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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