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Training Dynamics Analysis
Advanced analysis tools for understanding training dynamics including loss curve analysis, convergence detection, and learning rate impact assessment.
Structs§
- Batch
Size Analysis - Batch size effects analysis
- Batch
Size Point - Batch
Size Recommendation - Convergence
Analysis - Convergence detection results
- Convergence
Criterion - Early
Stopping Recommendation - LRRecommendation
- Learning
Rate Analysis - Learning rate impact analysis
- Learning
Rate Point - Loss
Curve Analysis - Loss curve analysis results
- Loss
Statistics - Moving
Averages - Plateau
Analysis - Plateau identification results
- Plateau
Characteristics - Plateau
Recommendation - Training
Dynamics Analyzer - Training dynamics analyzer
- Training
Dynamics Config - Configuration for training dynamics analysis
- Training
Dynamics Report - Comprehensive training dynamics report
- Training
Metrics - Training metrics at a specific point in time
- Training
Recommendation - Training
State Summary - Summary of current training state
- Training
Summary