sklears_discriminant_analysis::async_optimization

Struct OptimizationState

pub struct OptimizationState {
    pub iteration: usize,
    pub current_loss: Float,
    pub previous_loss: Float,
    pub learning_rate_history: Vec<Float>,
    pub loss_history: Vec<Float>,
    pub gradient_norms: Vec<Float>,
    pub converged: bool,
    pub start_time: Instant,
    pub last_update: Instant,
    pub update_count: usize,
}

Expand description

Optimization state for tracking convergence and performance

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§iteration: usize

Current iteration number

§current_loss: Float

Current loss/objective value

§previous_loss: Float

Previous loss for convergence checking

§learning_rate_history: Vec<Float>

Learning rate history

§loss_history: Vec<Float>

Loss history

§gradient_norms: Vec<Float>

Gradient norms history

§converged: bool

Convergence status

§start_time: Instant

Training start time

§last_update: Instant

Last update time

§update_count: usize

Number of parameter updates

Trait Implementations§

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impl Clone for OptimizationState

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fn clone(&self) -> OptimizationState

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for OptimizationState

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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 Default for OptimizationState

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for OptimizationState

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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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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