Struct StabilityChecker 

pub struct StabilityChecker { /* private fields */ }

Numerical stability checker for detecting computational issues

Implementations

impl StabilityChecker

pub fn new() -> Self

Create a new stability checker

Example

use trustformers_debug::StabilityChecker;

let checker = StabilityChecker::new();

pub fn with_config(config: StabilityConfig) -> Self

Create a stability checker with custom configuration

pub fn check_tensor( &mut self, layer_name: &str, values: &[f64], ) -> Result<usize>

Check a tensor for stability issues

Arguments

• layer_name - Name of the layer or operation
• values - Tensor values to check

Example

let values = vec![1.0, f64::NAN, 2.0, f64::INFINITY];
let issues = checker.check_tensor("layer1", &values).unwrap();
assert!(issues > 0);

pub fn get_issues(&self, layer_name: &str) -> Option<&Vec<StabilityIssue>>

Get all issues for a specific layer

pub fn get_all_issues(&self) -> Vec<&StabilityIssue>

Get all issues

pub fn summary(&self) -> StabilitySummary

Get summary of all issues

pub fn report(&self) -> String

Print a detailed report

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

Export issues to JSON

pub fn clear(&mut self)

Clear all recorded issues

pub fn has_issues(&self) -> bool

Check if any issues were detected

pub fn total_issues(&self) -> usize

Get total number of issues

Trait Implementations

impl Debug for StabilityChecker

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

Formats the value using the given formatter.

impl Default for StabilityChecker

fn default() -> Self

Returns the “default value” for a type.