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LayerLRMetrics

trustformers_debug::advanced_ml_debugging

Struct LayerLRMetrics 

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pub struct LayerLRMetrics {
    pub gradient_magnitude: f64,
    pub weight_update_magnitude: f64,
    pub parameter_norm: f64,
    pub loss_contribution: f64,
    pub stability_score: f64,
    pub convergence_rate: f64,
    pub learning_efficiency: f64,
}
Expand description

Layer-specific learning rate metrics

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§gradient_magnitude: f64

Gradient magnitude

§weight_update_magnitude: f64

Weight update magnitude

§parameter_norm: f64

Parameter norm

§loss_contribution: f64

Loss contribution

§stability_score: f64

Training stability score

§convergence_rate: f64

Convergence rate

§learning_efficiency: f64

Learning efficiency

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impl Clone for LayerLRMetrics

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fn clone(&self) -> LayerLRMetrics

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 LayerLRMetrics

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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<'de> Deserialize<'de> for LayerLRMetrics

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for LayerLRMetrics

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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