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LayerFlowAnalysis

trustformers_debug::gradient_debugger::debugger

Struct LayerFlowAnalysis 

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pub struct LayerFlowAnalysis {
    pub layer_name: String,
    pub is_vanishing: bool,
    pub is_exploding: bool,
    pub gradient_norm: f64,
    pub flow_consistency: f64,
}
Expand description

Analysis of gradient flow for a specific layer

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§layer_name: String§is_vanishing: bool§is_exploding: bool§gradient_norm: f64§flow_consistency: f64

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impl Clone for LayerFlowAnalysis

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fn clone(&self) -> LayerFlowAnalysis

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 LayerFlowAnalysis

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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 LayerFlowAnalysis

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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 LayerFlowAnalysis

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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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