QuantizationStats

oxirs_embed::quantization

Struct QuantizationStats 

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pub struct QuantizationStats {
    pub total_params: usize,
    pub original_size_bytes: usize,
    pub quantized_size_bytes: usize,
    pub compression_ratio: f32,
    pub avg_quantization_error: f32,
    pub max_quantization_error: f32,
}
Expand description

Quantization statistics

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§total_params: usize

Total parameters quantized

§original_size_bytes: usize

Original model size (bytes)

§quantized_size_bytes: usize

Quantized model size (bytes)

§compression_ratio: f32

Compression ratio

§avg_quantization_error: f32

Average quantization error

§max_quantization_error: f32

Maximum 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 Default for QuantizationStats

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fn default() -> Self

Returns the “default value” for a type. 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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