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CompressionStats

trustformers_mobile::compression

Struct CompressionStats 

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pub struct CompressionStats {
    pub original_size_mb: f32,
    pub compressed_size_mb: f32,
    pub compression_ratio: f32,
    pub quantization_stats: QuantizationStats,
    pub pruning_stats: PruningStats,
    pub quality_metrics: HashMap<String, f32>,
    pub inference_speedup: f32,
    pub memory_reduction_percent: f32,
    pub energy_efficiency_improvement: f32,
}
Expand description

Compression statistics and metrics

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§original_size_mb: f32

Original model size (MB)

§compressed_size_mb: f32

Compressed model size (MB)

§compression_ratio: f32

Compression ratio achieved

§quantization_stats: QuantizationStats

Quantization statistics

§pruning_stats: PruningStats

Pruning statistics

§quality_metrics: HashMap<String, f32>

Quality preservation metrics

§inference_speedup: f32

Inference speedup

§memory_reduction_percent: f32

Memory reduction

§energy_efficiency_improvement: f32

Energy efficiency improvement

Trait Implementations§

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impl Clone for CompressionStats

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fn clone(&self) -> CompressionStats

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 CompressionStats

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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 CompressionStats

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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 CompressionStats

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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