Skip to main content

Module differential_debugging

Module differential_debugging 

Source
Expand description

§Differential Debugging System

Advanced model comparison, A/B analysis, version diff tracking, regression identification, and performance delta analysis for TrustformeRS models.

Structs§

ABTestConclusion
A/B test conclusion
ABTestConfig
A/B test configuration
ABTestMetrics
Metrics for A/B test
ABTestResult
A/B test result
ArchitectureChange
Architecture change description
ArchitectureDiff
Architecture differences between models
ArchitectureInfo
Architecture information
ComparisonSummary
Overall comparison summary
ConfigChange
Configuration change description
DifferentialDebugger
Main differential debugging analyzer
DifferentialDebuggingConfig
Configuration for differential debugging
DifferentialDebuggingReport
Comprehensive differential debugging report
Improvement
Performance improvement
MetricComparison
Comparison result for a specific metric
ModelComparisonResult
Result of model comparison analysis
ModelMetrics
Performance metrics for a model
ModelSnapshot
Model snapshot for comparison
PerformanceComparison
Performance comparison between models
PerformanceDelta
Performance delta between versions
Regression
Detected regression
RegressionAssessment
Overall regression assessment
RegressionDetectionResult
Regression detection result
StatisticalAnalysis
Statistical analysis of comparisons
StatisticalTestResult
Statistical test result
SummaryStats
Summary statistics
TrainingConfig
Training configuration
VersionDiff
Version diff tracking information
WeightChangesSummary
Summary of weight changes
WeightsSummary
Summary statistics for model weights

Enums§

RegressionSeverity
Regression severity levels