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Module training_dynamics

Module training_dynamics 

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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§

BatchSizeAnalysis
Batch size effects analysis
BatchSizePoint
BatchSizeRecommendation
ConvergenceAnalysis
Convergence detection results
ConvergenceCriterion
EarlyStoppingRecommendation
LRRecommendation
LearningRateAnalysis
Learning rate impact analysis
LearningRatePoint
LossCurveAnalysis
Loss curve analysis results
LossStatistics
MovingAverages
PlateauAnalysis
Plateau identification results
PlateauCharacteristics
PlateauRecommendation
TrainingDynamicsAnalyzer
Training dynamics analyzer
TrainingDynamicsConfig
Configuration for training dynamics analysis
TrainingDynamicsReport
Comprehensive training dynamics report
TrainingMetrics
Training metrics at a specific point in time
TrainingRecommendation
TrainingStateSummary
Summary of current training state
TrainingSummary

Enums§

ConvergenceCriterionType
ConvergenceStatus
LRAction
LRScheduleType
LossTrend
PlateauAction
PlateauType
Priority
TrainingCategory