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checkpoint manager

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This commit is contained in:
Dobromir Popov
2025-07-23 21:40:04 +03:00
parent bab39fa68f
commit 45a62443a0
9 changed files with 1587 additions and 709 deletions
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8
utils/training_integration.py
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@ -9,7 +9,7 @@ from datetime import datetime
from typing import Dict, Any, Optional
from pathlib import Path
from .checkpoint_manager import get_checkpoint_manager, save_checkpoint, load_best_checkpoint
from .checkpoint_manager import get_checkpoint_manager, load_best_checkpoint
logger = logging.getLogger(__name__)
@ -78,7 +78,7 @@ class TrainingIntegration:
except Exception as e:
logger.warning(f"Error logging to W&B: {e}")
metadata = save_checkpoint(
metadata = self.checkpoint_manager.save_checkpoint(
model=cnn_model,
model_name=model_name,
model_type='cnn',
@ -137,7 +137,7 @@ class TrainingIntegration:
except Exception as e:
logger.warning(f"Error logging to W&B: {e}")
metadata = save_checkpoint(
metadata = self.checkpoint_manager.save_checkpoint(
model=rl_agent,
model_name=model_name,
model_type='rl',
@ -158,7 +158,7 @@ class TrainingIntegration:
def load_best_model(self, model_name: str, model_class=None):
try:
result = load_best_checkpoint(model_name)
result = self.checkpoint_manager.load_best_checkpoint(model_name)
if not result:
logger.warning(f"No checkpoint found for model: {model_name}")
return None