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TrainConfig

qualia_core_db::solvers::learning::kg_embedding::train

Struct TrainConfig 

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pub struct TrainConfig {
    pub model: ScoreModel,
    pub rank: usize,
    pub epochs: usize,
    pub lr: f64,
    pub margin: f64,
    pub reg: f64,
    pub neg_per_pos: usize,
    pub seed: u64,
}
Expand description

Training hyper-parameters.

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§model: ScoreModel§rank: usize§epochs: usize§lr: f64

Learning rate.

§margin: f64

Margin γ for the ranking loss (translational models). Ignored for logistic.

§reg: f64

L2 regularisation coefficient (logistic models). Ignored for margin.

§neg_per_pos: usize

Negative samples drawn per positive triple.

§seed: u64

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impl Clone for TrainConfig

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fn clone(&self) -> TrainConfig

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 TrainConfig

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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 TrainConfig

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fn default() -> Self

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

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fn eq(&self, other: &TrainConfig) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

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 Copy for TrainConfig

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impl StructuralPartialEq for TrainConfig

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