QuantizedWeightStorage

kizzasi_model::dynamic_quantization

Enum QuantizedWeightStorage 

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pub enum QuantizedWeightStorage {
    FP32(Array2<f32>),
    INT8(QuantizedWeight),
    FP16(FP16Weights),
    BF16(BF16Weights),
}
Expand description

Quantized model weights storage

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FP32(Array2<f32>)

Original FP32 weights (no quantization)

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INT8(QuantizedWeight)

INT8 quantized weights

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FP16(FP16Weights)

FP16 weights

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BF16(BF16Weights)

BF16 weights

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impl QuantizedWeightStorage

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pub fn memory_size(&self) -> usize

Get memory size in bytes

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pub fn to_fp32(&self) -> ModelResult<Array2<f32>>

Convert to FP32 array for inference

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pub fn storage_type(&self) -> &'static str

Get weight storage type as string

Trait Implementations§

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impl Clone for QuantizedWeightStorage

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fn clone(&self) -> QuantizedWeightStorage

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 QuantizedWeightStorage

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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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