2023-04-09 16:01:45 - r - INFO: - Hyperparameters:
2023-04-09 16:01:45 - r - INFO: - ================================================================================
2023-04-09 16:01:45 - r - INFO: -         Name        	       Value        	        Type        
2023-04-09 16:01:45 - r - INFO: -       env_name      	    CartPole-v1     	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -     new_step_api    	         1          	   <class 'bool'>   
2023-04-09 16:01:45 - r - INFO: -       wrapper       	        None        	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -        render       	         0          	   <class 'bool'>   
2023-04-09 16:01:45 - r - INFO: -     render_mode     	       human        	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -      algo_name      	        CQL         	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -         mode        	        test        	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -      mp_backend     	         mp         	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -         seed        	         1          	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -        device       	        cpu         	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -      train_eps      	        300         	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -       test_eps      	         10         	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -       eval_eps      	         10         	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -   eval_per_episode  	         5          	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -      max_steps      	        200         	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -   load_checkpoint   	         1          	   <class 'bool'>   
2023-04-09 16:01:45 - r - INFO: -      load_path      	Train_CartPole-v1_CQL_20230408-183652	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -       show_fig      	         1          	   <class 'bool'>   
2023-04-09 16:01:45 - r - INFO: -       save_fig      	         1          	   <class 'bool'>   
2023-04-09 16:01:45 - r - INFO: -    epsilon_start    	        0.95        	  <class 'float'>   
2023-04-09 16:01:45 - r - INFO: -     epsilon_end     	        0.01        	  <class 'float'>   
2023-04-09 16:01:45 - r - INFO: -    epsilon_decay    	        500         	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -        gamma        	        0.99        	  <class 'float'>   
2023-04-09 16:01:45 - r - INFO: -         tau         	       0.001        	  <class 'float'>   
2023-04-09 16:01:45 - r - INFO: -          lr         	       0.001        	  <class 'float'>   
2023-04-09 16:01:45 - r - INFO: -     buffer_size     	       100000       	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -      batch_size     	         64         	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -    target_update    	         4          	   <class 'int'>    
2023-04-09 16:01:45 - r - INFO: -     value_layers    	[{'activation': 'relu', 'layer_dim': ['n_states', 256], 'layer_type': 'linear'}, {'activation': 'relu', 'layer_dim': [256, 256], 'layer_type': 'linear'}, {'activation': 'none', 'layer_dim': [256, 'n_actions'], 'layer_type': 'linear'}]	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -       task_dir      	D:\MyDoc\joyrl\joyrl-offline/tasks/Test_CartPole-v1_CQL_20230409-160145	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -       res_dir       	D:\MyDoc\joyrl\joyrl-offline/tasks/Test_CartPole-v1_CQL_20230409-160145/results	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -       log_dir       	D:\MyDoc\joyrl\joyrl-offline/tasks/Test_CartPole-v1_CQL_20230409-160145/logs	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -       traj_dir      	D:\MyDoc\joyrl\joyrl-offline/tasks/Test_CartPole-v1_CQL_20230409-160145/traj	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: -      video_dir      	D:\MyDoc\joyrl\joyrl-offline/tasks/Test_CartPole-v1_CQL_20230409-160145/videos	   <class 'str'>    
2023-04-09 16:01:45 - r - INFO: - ================================================================================
2023-04-09 16:01:45 - r - INFO: - n_states: 4, n_actions: 2
2023-04-09 16:01:45 - r - INFO: - Start testing!
2023-04-09 16:01:45 - r - INFO: - Env: CartPole-v1, Algorithm: CQL, Device: cpu
2023-04-09 16:01:45 - r - INFO: - Episode: 1/10, Reward: 200.000, Step: 200
2023-04-09 16:01:45 - r - INFO: - Episode: 2/10, Reward: 200.000, Step: 200
2023-04-09 16:01:45 - r - INFO: - Episode: 3/10, Reward: 200.000, Step: 200
2023-04-09 16:01:45 - r - INFO: - Episode: 4/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Episode: 5/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Episode: 6/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Episode: 7/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Episode: 8/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Episode: 9/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Episode: 10/10, Reward: 200.000, Step: 200
2023-04-09 16:01:46 - r - INFO: - Finish testing!