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Enhanced Layer Analysis and Network-Level Insights
This module provides comprehensive enhanced analysis capabilities including detailed layer-wise analysis, network-level gradient insights, and optimization priority ranking for gradient debugging.
Structs§
- Convergence
Indicators - Indicators of training convergence
- Cross
Level Interaction - Interaction between hierarchy levels
- Enhanced
Gradient Analyzer - Enhanced gradient analyzer
- Enhanced
Layer Gradient Analysis - Enhanced layer-wise gradient analysis
- Gradient
Distribution - Distribution of gradients across the network
- Gradient
Hierarchy - Hierarchical organization of gradient information
- Group
Characteristics - Characteristics of a layer group
- Hierarchy
Level - Level in the gradient hierarchy
- Instability
Source - Source of instability in the network
- Layer
Gradient Details - Detailed gradient analysis for a specific layer
- Layer
Group - Group of related layers
- Layer
Interaction - Interaction between layers in gradient flow
- Layer
Optimization Suggestion - Layer-specific optimization suggestion
- Network
Level Analysis - Network-level gradient analysis
- Optimization
Priority - Optimization priority for layers or groups
- Plateau
Detection - Plateau detection in training
- Prioritized
Action - Prioritized optimization action
- Stability
Assessment - Network stability assessment
- Stability
Forecast - Forecast of stability trends
- Training
Dynamics - Training dynamics analysis