QuantizedWeight

kizzasi_model::quantization

Struct QuantizedWeight 

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pub struct QuantizedWeight {
    pub data: Vec<i8>,
    pub shape: Vec<usize>,
    pub params: QuantizationParams,
}
Expand description

Quantized weight tensor

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§data: Vec<i8>

Quantized data (INT8)

§shape: Vec<usize>

Original shape

§params: QuantizationParams

Quantization parameters

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impl QuantizedWeight

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pub fn new( data: Vec<i8>, shape: Vec<usize>, params: QuantizationParams, ) -> ModelResult<Self>

Create a new quantized weight

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pub fn dequantize_1d(&self) -> ModelResult<Array1<f32>>

Dequantize to f32 array (1D)

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pub fn dequantize_2d(&self) -> ModelResult<Array2<f32>>

Dequantize to f32 array (2D)

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pub fn memory_size(&self) -> usize

Get memory size in bytes

Trait Implementations§

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impl Clone for QuantizedWeight

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fn clone(&self) -> QuantizedWeight

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 QuantizedWeight

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. 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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