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DataSizeSensitivity

trustformers_debug::advanced_ml_debugging

Struct DataSizeSensitivity 

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pub struct DataSizeSensitivity {
    pub current_size: usize,
    pub minimum_effective_size: usize,
    pub performance_curve: Vec<(usize, f64)>,
    pub data_efficiency: f64,
    pub diminishing_returns_point: usize,
}
Expand description

Sensitivity to training data size

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§current_size: usize

Current data size

§minimum_effective_size: usize

Minimum effective size

§performance_curve: Vec<(usize, f64)>

Performance vs size curve

§data_efficiency: f64

Data efficiency score

§diminishing_returns_point: usize

Diminishing returns point

Trait Implementations§

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impl Clone for DataSizeSensitivity

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fn clone(&self) -> DataSizeSensitivity

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 DataSizeSensitivity

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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 DataSizeSensitivity

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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 DataSizeSensitivity

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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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Save to file
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Load from file
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