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GradientStatistics

trustformers_optim::quantized_advanced

Struct GradientStatistics 

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pub struct GradientStatistics {
    pub mean: f32,
    pub variance: f32,
    pub skewness: f32,
    pub kurtosis: f32,
    pub l2_norm: f32,
}
Expand description

Gradient statistics for dynamic quantization

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§mean: f32§variance: f32§skewness: f32§kurtosis: f32§l2_norm: f32

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impl GradientStatistics

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pub fn compute(data: &[f32]) -> Self

Compute statistics from gradient data

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impl Clone for GradientStatistics

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fn clone(&self) -> GradientStatistics

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 GradientStatistics

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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 GradientStatistics

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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 GradientStatistics

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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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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Save to file
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Load from file
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