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DebugUtils

trustformers_debug::utilities

Struct DebugUtils

pub struct DebugUtils;

Expand description

Common debugging utilities and helper functions

Implementations§

impl DebugUtils

pub async fn quick_health_check<T>(model: &T) -> Result<HealthCheckResult>

Quick model health check with automatic issue detection

pub fn score_to_status(score: f64) -> String

Convert health score to status string

pub fn generate_debug_summary( config: &DebugConfig, results: &[SimplifiedDebugResult], ) -> DebugSummary

Generate debug report summary

pub async fn export_debug_data( session: &DebugSession, format: ExportFormat, output_path: &str, ) -> Result<String>

Export debug data in various formats

pub fn create_debug_template(template_type: DebugTemplate) -> DebugConfig

Create a debug session template for common use cases

pub fn analyze_tensors_batch( tensors: &[ArrayD<f32>], ) -> Result<BatchTensorAnalysis>

Batch tensor analysis with statistical insights

pub fn compute_tensor_statistics( tensor: &ArrayD<f32>, ) -> Result<TensorStatistics>

Compute comprehensive statistics for a tensor

pub fn detect_tensor_anomalies(stats: &TensorStatistics) -> Vec<TensorAnomaly>

Detect anomalies in tensor statistics

pub fn compare_tensors( baseline: &ArrayD<f32>, current: &ArrayD<f32>, ) -> Result<TensorComparisonResult>

Compare tensors for drift detection

pub fn hash_config(config: &DebugConfig) -> String

Hash configuration for tracking

Auto Trait Implementations§

impl Freeze for DebugUtils

impl RefUnwindSafe for DebugUtils

impl Send for DebugUtils

impl Sync for DebugUtils

impl Unpin for DebugUtils

impl UnsafeUnpin for DebugUtils

impl UnwindSafe for DebugUtils

Blanket Implementations§

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