Module optim

Module optim 

Source
Expand description

Integration with scirs2-optim for optimization-driven evaluation

This module provides utilities for integrating metrics with optimization algorithms and learning rate schedulers without circular dependencies.

The integration works by providing configuration types and traits that can be used by external schedulers and optimizers.

Structs§

HyperParameter
A hyperparameter with its range
HyperParameterSearchResult
A hyperparameter search result
HyperParameterTuner
A hyperparameter tuner
MetricLRScheduler
A metric-based learning rate scheduler
MetricOptimizer
Adapter for using scirs2-metrics with scirs2-optim
SchedulerBridge
Bridge adapter for external scheduler integration
SchedulerConfig
Configuration for external scheduler creation
SchedulerState
Current state of a metric-based scheduler

Enums§

OptimizationMode
Metric optimization mode

Traits§

MetricSchedulerTrait
Trait for external scheduler integration