Expand description
AI-powered Performance Regression Detection System
This module provides advanced statistical analysis and machine learning-based detection of performance regressions in model training and inference, enabling early detection of performance degradation with high accuracy.
Structs§
- Baseline
Statistics - Baseline statistics for comparison
- Metric
Data Point - Performance metric data point
- Metric
Series - Historical metric series for analysis
- Potential
Cause - Potential cause for performance regression
- Regression
Detection - Regression detection result
- Regression
Detection Config - Configuration for regression detection
- Regression
Detector - Advanced regression detector with ML capabilities
- Root
Cause Analysis - Root cause analysis results
Enums§
- Cause
Type - Types of potential causes
- Metric
Type - Types of metrics to monitor for regressions
- Regression
Severity - Severity levels for regressions
- Regression
Type - Types of performance regressions