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WeightAnalyzer

trustformers_debug::utilities::weight_analysis

Struct WeightAnalyzer

pub struct WeightAnalyzer;

Expand description

Weight and gradient analysis utilities

Implementations§

impl WeightAnalyzer

pub fn detect_gradient_explosion( gradients: &[ArrayD<f32>], threshold: f32, ) -> GradientExplosionAnalysis

Detect gradient explosion patterns in a set of gradients

pub fn analyze_weight_distribution( weights: &[ArrayD<f32>], ) -> Result<WeightDistributionAnalysis>

Analyze weight distributions across model layers

pub fn compute_l2_norm(tensor: &ArrayD<f32>) -> f32

Compute L2 norm of a tensor

Auto Trait Implementations§

impl Freeze for WeightAnalyzer

impl RefUnwindSafe for WeightAnalyzer

impl Send for WeightAnalyzer

impl Sync for WeightAnalyzer

impl Unpin for WeightAnalyzer

impl UnsafeUnpin for WeightAnalyzer

impl UnwindSafe for WeightAnalyzer

Blanket Implementations§

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