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WeightStatistics

trustformers_debug::weight_analyzer

Struct WeightStatistics 

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pub struct WeightStatistics {
Show 13 fields
    pub mean: f64,
    pub std_dev: f64,
    pub min: f64,
    pub max: f64,
    pub median: f64,
    pub q25: f64,
    pub q75: f64,
    pub skewness: f64,
    pub kurtosis: f64,
    pub l1_norm: f64,
    pub l2_norm: f64,
    pub num_zeros: usize,
    pub sparsity: f64,

}
Expand description

Statistical summary of weights

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§mean: f64

Mean weight value

§std_dev: f64

Standard deviation

§min: f64

Minimum value

§max: f64

Maximum value

§median: f64

Median value

§q25: f64

25th percentile

§q75: f64

75th percentile

§skewness: f64

Skewness

§kurtosis: f64

Kurtosis

§l1_norm: f64

L1 norm

§l2_norm: f64

L2 norm

§num_zeros: usize

Number of zero weights

§sparsity: f64

Sparsity ratio

Trait Implementations§

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impl Clone for WeightStatistics

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fn clone(&self) -> WeightStatistics

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 WeightStatistics

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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 WeightStatistics

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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 WeightStatistics

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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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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