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OutlierRejectionStrategy

trustformers_models::mixed_bit_quantization

Enum OutlierRejectionStrategy 

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pub enum OutlierRejectionStrategy {
    None,
    Percentile {
        threshold: f32,
    },
    StandardDeviation {
        num_stds: f32,
    },
    IQR {
        multiplier: f32,
    },
    Custom,
}
Expand description

Strategies for rejecting outliers during calibration

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None

No outlier rejection

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Percentile

Percentile-based rejection

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§threshold: f32
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StandardDeviation

Standard deviation-based rejection

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§num_stds: f32
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IQR

Interquartile range-based rejection

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§multiplier: f32
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Custom

Custom outlier detection

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impl Clone for OutlierRejectionStrategy

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fn clone(&self) -> OutlierRejectionStrategy

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 OutlierRejectionStrategy

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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 OutlierRejectionStrategy

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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 PartialEq for OutlierRejectionStrategy

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fn eq(&self, other: &OutlierRejectionStrategy) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Serialize for OutlierRejectionStrategy

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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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impl StructuralPartialEq for OutlierRejectionStrategy

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