Struct CurriculumConfig

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pub struct CurriculumConfig {
    pub strategy: CurriculumStrategy,
    pub difficulty_metric: DifficultyMetric,
    pub initial_threshold: f32,
    pub final_threshold: f32,
    pub warmup_epochs: usize,
    pub pacing_function: PacingFunction,
    pub min_samples_per_batch: usize,
}

Expand description

Curriculum learning configuration

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§strategy: CurriculumStrategy

Curriculum strategy

§difficulty_metric: DifficultyMetric

Difficulty metric

§initial_threshold: f32

Initial difficulty threshold (0.0 = easiest, 1.0 = hardest)

§final_threshold: f32

Final difficulty threshold

§warmup_epochs: usize

Number of epochs to reach final threshold

§pacing_function: PacingFunction

Pacing function (linear, exponential, etc.)

§min_samples_per_batch: usize

Minimum samples per batch

Implementations§

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impl CurriculumConfig

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pub fn self_paced(warmup_epochs: usize) -> Self

Self-paced learning configuration

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pub fn competence_based(warmup_epochs: usize) -> Self

Competence-based configuration

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pub fn anti_curriculum() -> Self

Anti-curriculum (hard-to-easy)

Trait Implementations§

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impl Clone for CurriculumConfig

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fn clone(&self) -> CurriculumConfig

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 CurriculumConfig

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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 CurriculumConfig

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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 CurriculumConfig

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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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