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GradientExplosionAnalysis

trustformers_debug::utilities::weight_analysis

Struct GradientExplosionAnalysis 

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pub struct GradientExplosionAnalysis {
    pub exploding_layers: Vec<ExplodingLayer>,
    pub max_gradient_norm: f32,
    pub mean_gradient_norm: f32,
    pub std_gradient_norm: f32,
    pub explosion_ratio: f32,
    pub overall_severity: ExplosionSeverity,
    pub mitigation_recommendations: Vec<String>,
}
Expand description

Comprehensive gradient explosion analysis

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§exploding_layers: Vec<ExplodingLayer>§max_gradient_norm: f32§mean_gradient_norm: f32§std_gradient_norm: f32§explosion_ratio: f32§overall_severity: ExplosionSeverity§mitigation_recommendations: Vec<String>

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impl Debug for GradientExplosionAnalysis

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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 GradientExplosionAnalysis

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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 GradientExplosionAnalysis

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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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