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VisualizationTool

torsh_quantization::analysis::visualization

Struct VisualizationTool

pub struct VisualizationTool;

Expand description

Visualization tools for quantization analysis

Implementations§

impl VisualizationTool

pub fn render_sensitivity_bar_chart( results: &SensitivityAnalysisResults, width: usize, ) -> String

Generate a text-based bar chart for sensitivity scores

pub fn render_quantization_comparison_table( num_parameters: usize, baseline_accuracy: f32, sensitivity_results: &SensitivityAnalysisResults, ) -> String

Generate a text-based comparison table for quantization schemes

pub fn render_error_histogram( original: &Tensor, quantized: &Tensor, bins: usize, width: usize, ) -> TorshResult<String>

Generate histogram of quantization errors

pub fn export_sensitivity_data( results: &SensitivityAnalysisResults, ) -> HashMap<String, Vec<f32>>

Export data for external visualization tools

Auto Trait Implementations§

impl Freeze for VisualizationTool

impl RefUnwindSafe for VisualizationTool

impl Send for VisualizationTool

impl Sync for VisualizationTool

impl Unpin for VisualizationTool

impl UnsafeUnpin for VisualizationTool

impl UnwindSafe for VisualizationTool

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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impl<T, U> Into<U> for T
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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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impl<T> Pointable for T

const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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Performs the conversion.

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