Struct WeightAnalyzer 

pub struct WeightAnalyzer { /* private fields */ }

Weight distribution analyzer for model inspection

Implementations

impl WeightAnalyzer

pub fn new() -> Self

Create a new weight analyzer

Example

use trustformers_debug::WeightAnalyzer;

let analyzer = WeightAnalyzer::new();

pub fn with_config(config: WeightAnalyzerConfig) -> Self

Create a weight analyzer with custom configuration

pub fn analyze( &mut self, layer_name: &str, weights: &[f64], ) -> Result<&WeightAnalysis>

Analyze weights from a layer

Arguments

• layer_name - Name of the layer
• weights - Weight values

Example

let weights = vec![0.1, 0.2, 0.05, 0.15, 0.3];
let analysis = analyzer.analyze("layer1", &weights).unwrap();

pub fn get_analysis(&self, layer_name: &str) -> Option<&WeightAnalysis>

Get analysis for a specific layer

pub fn get_layer_names(&self) -> Vec<String>

Get all layer names with analyses

pub fn print_summary(&self) -> String

Print summary of all analyses

pub fn export_to_json(&self, layer_name: &str, output_path: &Path) -> Result<()>

Export analysis to JSON

pub fn plot_distribution_ascii(&self, layer_name: &str) -> Result<String>

Plot weight distribution as ASCII histogram

pub fn clear(&mut self)

Clear all stored analyses

pub fn num_layers(&self) -> usize

Get number of analyzed layers

Trait Implementations

impl Debug for WeightAnalyzer

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

Formats the value using the given formatter.

impl Default for WeightAnalyzer

fn default() -> Self

Returns the “default value” for a type.