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WeightsSummary

trustformers_debug::differential_debugging

Struct WeightsSummary 

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pub struct WeightsSummary {
    pub mean: f64,
    pub std_dev: f64,
    pub min: f64,
    pub max: f64,
    pub percentiles: HashMap<String, f64>,
    pub zero_count: u64,
    pub sparsity: f64,
}
Expand description

Summary statistics for model weights

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§mean: f64

Mean weight value

§std_dev: f64

Standard deviation of weights

§min: f64

Minimum weight value

§max: f64

Maximum weight value

§percentiles: HashMap<String, f64>

Weight distribution percentiles

§zero_count: u64

Number of zero weights

§sparsity: f64

Sparsity ratio

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impl Clone for WeightsSummary

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fn clone(&self) -> WeightsSummary

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 WeightsSummary

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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 WeightsSummary

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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 WeightsSummary

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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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