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SensitivityMetric

trustformers_core::quantization

Enum SensitivityMetric 

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pub enum SensitivityMetric {
    GradientMagnitude,
    HessianDiagonal,
    ActivationVariance,
    WeightVariance,
    OutputSensitivity,
}
Expand description

Sensitivity metrics for determining quantization bit allocation

Variants§

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GradientMagnitude

Gradient magnitude

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HessianDiagonal

Hessian diagonal

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ActivationVariance

Activation variance

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WeightVariance

Weight variance

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OutputSensitivity

Output sensitivity

Trait Implementations§

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impl Clone for SensitivityMetric

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fn clone(&self) -> SensitivityMetric

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SensitivityMetric

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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 SensitivityMetric

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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 SensitivityMetric

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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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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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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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where T: Serialize + for<'de> Deserialize<'de>,

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

Serialize to JSON string
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Deserialize from JSON string
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fn save_to_file(&self, path: &Path) -> Result<()>

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fn load_from_file(path: &Path) -> Result<Self>
where Self: Sized,

Load from file
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fn from(t: T) -> T

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fn instrument(self, span: Span) -> Instrumented<Self>

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