QuantizationStats

kizzasi_model::dynamic_quantization

Struct QuantizationStats 

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pub struct QuantizationStats {
    pub original_size_bytes: usize,
    pub quantized_size_bytes: usize,
    pub compression_ratio: f32,
    pub memory_saved_bytes: usize,
    pub strategy: QuantStrategy,
}
Expand description

Quantization statistics

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§original_size_bytes: usize

Original model size in bytes

§quantized_size_bytes: usize

Quantized model size in bytes

§compression_ratio: f32

Compression ratio (original / quantized)

§memory_saved_bytes: usize

Memory saved in bytes

§strategy: QuantStrategy

Strategy used

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impl QuantizationStats

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pub fn format_size(bytes: usize) -> String

Format size as human-readable string

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pub fn print_summary(&self)

Print summary

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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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