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QuantBenchmarkResult

entrenar::quant

Struct QuantBenchmarkResult 

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pub struct QuantBenchmarkResult {
    pub name: String,
    pub num_elements: usize,
    pub bits: u8,
    pub granularity: QuantGranularity,
    pub mode: QuantMode,
    pub mse: f32,
    pub max_error: f32,
    pub sqnr_db: f32,
    pub compression_ratio: f32,
}
Expand description

Benchmark results for quantization accuracy

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§name: String

Benchmark name

§num_elements: usize

Number of elements tested

§bits: u8

Bits used for quantization

§granularity: QuantGranularity

Granularity used

§mode: QuantMode

Mode used (symmetric/asymmetric)

§mse: f32

MSE error

§max_error: f32

Max error

§sqnr_db: f32

SQNR in dB

§compression_ratio: f32

Compression ratio

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impl QuantBenchmarkResult

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pub fn quality_score(&self) -> f32

Quality score (higher is better): SQNR / compression overhead

Trait Implementations§

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impl Clone for QuantBenchmarkResult

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fn clone(&self) -> QuantBenchmarkResult

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 QuantBenchmarkResult

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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 QuantBenchmarkResult

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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 QuantBenchmarkResult

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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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