merge training system

web/clean_dashboard.py

@@ -8149,12 +8149,12 @@ class CleanTradingDashboard:
                                     'price_at_prediction': self._get_current_price(symbol)
                                 }
                         
-                        # Sleep for 10 seconds (0.1Hz prediction rate for cold start)
-                        time.sleep(10.0)
+                        # Sleep for 2 seconds to improve GPU utilization and responsiveness
+                        time.sleep(2.0)
                         
                     except Exception as e:
                         logger.error(f"Error in CNN prediction worker: {e}")
-                        time.sleep(10.0)  # Wait same interval on error
+                        time.sleep(2.0)  # Wait same interval on error
             
             # Start the worker thread
             import threading