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QuantizationStats

trustformers_mobile::compression

Struct QuantizationStats 

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pub struct QuantizationStats {
    pub quantized_layers: usize,
    pub avg_bits_per_weight: f32,
    pub precision_distribution: HashMap<String, usize>,
    pub quantization_error: f32,
}
Expand description

Quantization-specific statistics

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§quantized_layers: usize

Layers quantized

§avg_bits_per_weight: f32

Average bits per weight

§precision_distribution: HashMap<String, usize>

Precision distribution

§quantization_error: f32

Quantization error

Trait Implementations§

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impl Clone for QuantizationStats

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fn clone(&self) -> QuantizationStats

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 QuantizationStats

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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 QuantizationStats

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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 QuantizationStats

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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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