2022-12-08 10:15:45 - r - INFO: - Hyperparameters:
2022-12-08 10:15:45 - r - INFO: - ================================================================================
2022-12-08 10:15:45 - r - INFO: -         Name        	       Value        	        Type        
2022-12-08 10:15:45 - r - INFO: -       env_name      	    Breakout-v4     	   <class 'str'>    
2022-12-08 10:15:45 - r - INFO: -     new_step_api    	         1          	   <class 'bool'>   
2022-12-08 10:15:45 - r - INFO: -       wrapper       	envs.wrappers.MarioWrappers	   <class 'str'>    
2022-12-08 10:15:45 - r - INFO: -        render       	         0          	   <class 'bool'>   
2022-12-08 10:15:45 - r - INFO: -      algo_name      	      DQN_CNN       	   <class 'str'>    
2022-12-08 10:15:45 - r - INFO: -         mode        	        test        	   <class 'str'>    
2022-12-08 10:15:45 - r - INFO: -         seed        	         1          	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -        device       	        cuda        	   <class 'str'>    
2022-12-08 10:15:45 - r - INFO: -      train_eps      	        200         	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -       test_eps      	         20         	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -       eval_eps      	         10         	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -   eval_per_episode  	         5          	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -      max_steps      	        1000        	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -   load_checkpoint   	         1          	   <class 'bool'>   
2022-12-08 10:15:45 - r - INFO: -      load_path      	Train_Breakout-v4_DQN_CNN_20221207-214917	   <class 'str'>    
2022-12-08 10:15:45 - r - INFO: -       show_fig      	         0          	   <class 'bool'>   
2022-12-08 10:15:45 - r - INFO: -       save_fig      	         1          	   <class 'bool'>   
2022-12-08 10:15:45 - r - INFO: -    epsilon_start    	        0.95        	  <class 'float'>   
2022-12-08 10:15:45 - r - INFO: -     epsilon_end     	        0.01        	  <class 'float'>   
2022-12-08 10:15:45 - r - INFO: -    epsilon_decay    	        500         	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -        gamma        	        0.99        	  <class 'float'>   
2022-12-08 10:15:45 - r - INFO: -          lr         	       0.0001       	  <class 'float'>   
2022-12-08 10:15:45 - r - INFO: -     buffer_size     	       100000       	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -      batch_size     	         64         	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: -    target_update    	         4          	   <class 'int'>    
2022-12-08 10:15:45 - r - INFO: - ================================================================================
2022-12-08 10:15:46 - r - INFO: - n_states: 4, n_actions: 4
2022-12-08 10:15:50 - r - INFO: - Start testing!
2022-12-08 10:15:50 - r - INFO: - Env: Breakout-v4, Algorithm: DQN_CNN, Device: cuda
2022-12-08 10:15:55 - r - INFO: - Episode: 1/20, Reward: 4.000, Step: 1000
2022-12-08 10:15:58 - r - INFO: - Episode: 2/20, Reward: 5.000, Step: 1000
2022-12-08 10:15:58 - r - INFO: - Episode: 3/20, Reward: 1.000, Step: 50
2022-12-08 10:16:01 - r - INFO: - Episode: 4/20, Reward: 3.000, Step: 1000
2022-12-08 10:16:01 - r - INFO: - Episode: 5/20, Reward: 2.000, Step: 63
2022-12-08 10:16:01 - r - INFO: - Episode: 6/20, Reward: 5.000, Step: 102
2022-12-08 10:16:04 - r - INFO: - Episode: 7/20, Reward: 5.000, Step: 1000
2022-12-08 10:16:05 - r - INFO: - Episode: 8/20, Reward: 3.000, Step: 83
2022-12-08 10:16:07 - r - INFO: - Episode: 9/20, Reward: 4.000, Step: 1000
2022-12-08 10:16:10 - r - INFO: - Episode: 10/20, Reward: 5.000, Step: 1000
2022-12-08 10:16:11 - r - INFO: - Episode: 11/20, Reward: 5.000, Step: 102
2022-12-08 10:16:11 - r - INFO: - Episode: 12/20, Reward: 1.000, Step: 52
2022-12-08 10:16:14 - r - INFO: - Episode: 13/20, Reward: 5.000, Step: 1000
2022-12-08 10:16:14 - r - INFO: - Episode: 14/20, Reward: 3.000, Step: 71
2022-12-08 10:16:18 - r - INFO: - Episode: 15/20, Reward: 5.000, Step: 1000
2022-12-08 10:16:18 - r - INFO: - Episode: 16/20, Reward: 1.000, Step: 52
2022-12-08 10:16:21 - r - INFO: - Episode: 17/20, Reward: 2.000, Step: 1000
2022-12-08 10:16:21 - r - INFO: - Episode: 18/20, Reward: 5.000, Step: 96
2022-12-08 10:16:21 - r - INFO: - Episode: 19/20, Reward: 2.000, Step: 61
2022-12-08 10:16:24 - r - INFO: - Episode: 20/20, Reward: 2.000, Step: 1000
2022-12-08 10:16:24 - r - INFO: - Finish testing!