refactoring

NN/training/integrate_checkpoint_management.py

@@ -35,7 +35,7 @@ logging.basicConfig(
 logger = logging.getLogger(__name__)
 
 # Import checkpoint management
-from utils.checkpoint_manager import get_checkpoint_manager, get_checkpoint_stats
+from NN.training.model_manager import create_model_manager
 from utils.training_integration import get_training_integration
 
 # Import training components
@@ -55,7 +55,7 @@ class CheckpointIntegratedTrainingSystem:
         self.running = False
         
         # Checkpoint management
-        self.checkpoint_manager = get_checkpoint_manager()
+        self.checkpoint_manager = create_model_manager()
         self.training_integration = get_training_integration()
         
         # Data provider