V6.5-final: removed pre-V6.4 modules/scripts, moved kohonen_learning_system up, activated VQ-VAE-2 in pipeline, integrated reasoning_engine, benchmarked EWC+W8A8 dequant, exhausted 6 datasets
f3fea40 verified | """Componentes de treino (Lemas 2 e 4). | |
| V6.5: trainer.py removido (dependia de unified_model deletado em V6.5). | |
| V6.5 path usa KohonenLearningSystem diretamente. | |
| """ | |
| from .gradient_surgery import apply_gradient_surgery, orthogonalize_gradient | |
| from .meta_configurator import MetaConfigurator | |
| from .kill_switch import KillSwitch, KillSwitchState | |
| from .triplet_prototype_loss import TripletPrototypeLoss # V4 — compatibilizado de gru-ring-v13-9-2 | |
| __all__ = [ | |
| "apply_gradient_surgery", "orthogonalize_gradient", | |
| "MetaConfigurator", | |
| "KillSwitch", "KillSwitchState", | |
| "TripletPrototypeLoss", # V4 | |
| ] | |