Struct AdaptiveStats

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pub struct AdaptiveStats {
    pub current_epoch: usize,
    pub warmup_epochs: usize,
    pub is_warming_up: bool,
    pub hard_samples_count: usize,
    pub hard_samples_ratio: f64,
    pub frequency_imbalance: f64,
    pub mean_loss: f64,
    pub adaptation_rate: f64,
    pub num_strategies: usize,
}

Expand description

Statistics about the current adaptive sampling state

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§current_epoch: usize

Current training epoch

§warmup_epochs: usize

Number of warmup epochs

§is_warming_up: bool

Whether currently in warmup phase

§hard_samples_count: usize

Number of samples classified as hard

§hard_samples_ratio: f64

Ratio of hard samples to total samples

§frequency_imbalance: f64

Imbalance in sample frequencies (max/min)

§mean_loss: f64

Mean loss across all samples

§adaptation_rate: f64

Current adaptation rate

§num_strategies: usize

Number of active strategies

Trait Implementations§

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impl Clone for AdaptiveStats

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fn clone(&self) -> AdaptiveStats

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 AdaptiveStats

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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 AdaptiveStats

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fn eq(&self, other: &AdaptiveStats) -> 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 AdaptiveStats

Auto Trait Implementations§

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impl UnwindSafe for AdaptiveStats

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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