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QuantizedLayerInfo

trustformers_models::mixed_bit_quantization

Struct QuantizedLayerInfo 

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pub struct QuantizedLayerInfo {
    pub layer_name: String,
    pub bit_width: u8,
    pub quantization_params: QuantizationParams,
    pub sensitivity_score: f32,
    pub compression_ratio: f32,
    pub accuracy_impact: f32,
}
Expand description

Information about a quantized layer

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§layer_name: String

Layer name

§bit_width: u8

Assigned bit width

§quantization_params: QuantizationParams

Quantization parameters

§sensitivity_score: f32

Sensitivity score

§compression_ratio: f32

Compression ratio for this layer

§accuracy_impact: f32

Estimated accuracy impact

Trait Implementations§

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impl Clone for QuantizedLayerInfo

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fn clone(&self) -> QuantizedLayerInfo

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for QuantizedLayerInfo

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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 QuantizedLayerInfo

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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 QuantizedLayerInfo

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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>

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Save to file
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