Struct TrainingConfig

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pub struct TrainingConfig {
    pub learning_rate: f64,
    pub epsilon: f64,
    pub epochs: usize,
    pub batch_size: usize,
    pub l2_lambda: f64,
    pub patience: usize,
    pub min_delta: f64,
    pub cost_weight: f64,
    pub grad_clip: f64,
    pub margin_rescaling: bool,
    pub dynamic_batching: Option<DynamicBatchConfig>,
}

Expand description

Training configuration.

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§learning_rate: f64

Initial learning rate

§epsilon: f64

AdaGrad epsilon (numerical stability)

§epochs: usize

Number of training epochs

§batch_size: usize

Mini-batch size

§l2_lambda: f64

L2 regularization coefficient

§patience: usize

Early stopping patience (epochs without improvement)

§min_delta: f64

Minimum delta for early stopping

§cost_weight: f64

Hamming loss weight for cost-augmented inference

§grad_clip: f64

Gradient clipping threshold

§margin_rescaling: bool

Whether to use margin rescaling

§dynamic_batching: Option<DynamicBatchConfig>

Dynamic batching configuration (xCoRe-style)

Trait Implementations§

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impl Clone for TrainingConfig

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fn clone(&self) -> TrainingConfig

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 TrainingConfig

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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 TrainingConfig

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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 TrainingConfig

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

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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> 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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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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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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