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WeightChangesSummary

trustformers_debug::differential_debugging

Struct WeightChangesSummary 

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pub struct WeightChangesSummary {
    pub avg_magnitude: f64,
    pub max_change: f64,
    pub significant_change_ratio: f64,
    pub layer_changes: HashMap<String, f64>,
}
Expand description

Summary of weight changes

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§avg_magnitude: f64

Average magnitude of weight changes

§max_change: f64

Maximum weight change

§significant_change_ratio: f64

Percentage of weights that changed significantly

§layer_changes: HashMap<String, f64>

Layer-wise change summary

Trait Implementations§

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impl Clone for WeightChangesSummary

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fn clone(&self) -> WeightChangesSummary

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 WeightChangesSummary

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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 WeightChangesSummary

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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 WeightChangesSummary

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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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