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QuantizedTensor

voirs_cloning::quantization

Struct QuantizedTensor 

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pub struct QuantizedTensor {
    pub data: Tensor,
    pub scale: f32,
    pub zero_point: i32,
    pub precision: QuantizationPrecision,
    pub symmetric: bool,
    pub original_shape: Shape,
}
Expand description

Quantized tensor representation

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§data: Tensor

Quantized data

§scale: f32

Quantization scale

§zero_point: i32

Zero point for asymmetric quantization

§precision: QuantizationPrecision

Quantization precision

§symmetric: bool

Whether quantization is symmetric

§original_shape: Shape

Original tensor shape

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impl QuantizedTensor

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pub fn dequantize(&self) -> CandleResult<Tensor>

Dequantize back to float32

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pub fn memory_usage_bytes(&self) -> usize

Get memory usage of quantized tensor in bytes

Trait Implementations§

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impl Clone for QuantizedTensor

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fn clone(&self) -> QuantizedTensor

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 QuantizedTensor

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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)
Performs copy-assignment from self to dest. Read more
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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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