pub struct Quantizer { /* private fields */ }Expand description
Post-Training Quantization (PTQ) quantizer
Implementations§
Source§impl Quantizer
impl Quantizer
Sourcepub fn new(config: QuantizationConfig) -> Self
pub fn new(config: QuantizationConfig) -> Self
Create a new quantizer
Sourcepub fn with_calibration_data(self, data: CalibrationDataset) -> Self
pub fn with_calibration_data(self, data: CalibrationDataset) -> Self
Set calibration data
Sourcepub fn quantize_tensor(
&self,
data: &[f32],
shape: Vec<usize>,
name: Option<String>,
) -> Result<QuantizedTensor, FfiError>
pub fn quantize_tensor( &self, data: &[f32], shape: Vec<usize>, name: Option<String>, ) -> Result<QuantizedTensor, FfiError>
Quantize a tensor (weights or activations)
§Arguments
data- FP32 tensor datashape- Tensor shapename- Optional tensor name
Sourcepub fn config(&self) -> &QuantizationConfig
pub fn config(&self) -> &QuantizationConfig
Get configuration
Trait Implementations§
Auto Trait Implementations§
impl Freeze for Quantizer
impl RefUnwindSafe for Quantizer
impl Send for Quantizer
impl Sync for Quantizer
impl Unpin for Quantizer
impl UnsafeUnpin for Quantizer
impl UnwindSafe for Quantizer
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
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if into_left is true.
Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
Converts
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if into_left(&self) returns true.
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Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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The inverse inclusion map: attempts to construct
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fn is_in_subset(&self) -> bool
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fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.