Expand description
Debugging and analysis tools for optimizers
This module provides tools for analyzing optimizer behavior, convergence diagnostics, gradient flow analysis, and optimizer state visualization.
Structs§
- Analysis
Report - Complete analysis report
- Analyzer
Config - Configuration for optimizer analyzer
- Convergence
Tracker - Convergence tracking and analysis
- Gradient
Flow Point - Gradient flow visualization point
- Gradient
Statistics - Gradient flow statistics
- Hyperparameter
Sensitivity - Hyperparameter sensitivity analyzer
- Optimization
Recommendation - Optimization recommendation
- Optimization
Step - Information about a single optimization step
- Optimizer
Analyzer - Optimizer state analyzer for debugging and diagnostics
- Parameter
Statistics - Parameter statistics
- Sensitivity
Report - Sensitivity analysis report
- Sensitivity
Result - Sensitivity analysis result for a hyperparameter
Enums§
- Recommendation
Category - Recommendation categories
- Severity
- Severity levels