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2023-03-19 21:58:06 - r - INFO: - Hyperparameters:
2023-03-19 21:58:06 - r - INFO: - ================================================================================
2023-03-19 21:58:06 - r - INFO: - Name Value Type
2023-03-19 21:58:06 - r - INFO: - env_name CartPole-v1 <class 'str'>
2023-03-19 21:58:06 - r - INFO: - new_step_api 1 <class 'bool'>
2023-03-19 21:58:06 - r - INFO: - wrapper None <class 'str'>
2023-03-19 21:58:06 - r - INFO: - render 0 <class 'bool'>
2023-03-19 21:58:06 - r - INFO: - algo_name DQN <class 'str'>
2023-03-19 21:58:06 - r - INFO: - mode test <class 'str'>
2023-03-19 21:58:06 - r - INFO: - seed 1 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - device cpu <class 'str'>
2023-03-19 21:58:06 - r - INFO: - train_eps 300 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - test_eps 20 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - eval_eps 10 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - eval_per_episode 5 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - max_steps 200 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - load_checkpoint 1 <class 'bool'>
2023-03-19 21:58:06 - r - INFO: - load_path Train_CartPole-v1_mp_DQN_20230319-215340 <class 'str'>
2023-03-19 21:58:06 - r - INFO: - show_fig 0 <class 'bool'>
2023-03-19 21:58:06 - r - INFO: - save_fig 1 <class 'bool'>
2023-03-19 21:58:06 - r - INFO: - n_workers 1 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - epsilon_start 0.95 <class 'float'>
2023-03-19 21:58:06 - r - INFO: - epsilon_end 0.01 <class 'float'>
2023-03-19 21:58:06 - r - INFO: - epsilon_decay 500 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - gamma 0.95 <class 'float'>
2023-03-19 21:58:06 - r - INFO: - lr 0.0001 <class 'float'>
2023-03-19 21:58:06 - r - INFO: - buffer_size 100000 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - batch_size 64 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - target_update 4 <class 'int'>
2023-03-19 21:58:06 - r - INFO: - value_layers [{'layer_type': 'linear', 'layer_dim': ['n_states', 256], 'activation': 'relu'}, {'layer_type': 'linear', 'layer_dim': [256, 256], 'activation': 'relu'}, {'layer_type': 'linear', 'layer_dim': [256, 'n_actions'], 'activation': 'none'}] <class 'str'>
2023-03-19 21:58:06 - r - INFO: - task_dir /media/disk/gsc/joyrl-offline/tasks/Test_CartPole-v1_DQN_20230319-215806 <class 'str'>
2023-03-19 21:58:06 - r - INFO: - res_dir /media/disk/gsc/joyrl-offline/tasks/Test_CartPole-v1_DQN_20230319-215806/results <class 'str'>
2023-03-19 21:58:06 - r - INFO: - log_dir /media/disk/gsc/joyrl-offline/tasks/Test_CartPole-v1_DQN_20230319-215806/logs <class 'str'>
2023-03-19 21:58:06 - r - INFO: - traj_dir /media/disk/gsc/joyrl-offline/tasks/Test_CartPole-v1_DQN_20230319-215806/traj <class 'str'>
2023-03-19 21:58:06 - r - INFO: - tb_dir /media/disk/gsc/joyrl-offline/tasks/Test_CartPole-v1_DQN_20230319-215806/tb_logs <class 'str'>
2023-03-19 21:58:06 - r - INFO: - ================================================================================
2023-03-19 21:58:06 - r - INFO: - n_states: 4, n_actions: 2
2023-03-19 21:58:06 - r - INFO: - Start testing!
2023-03-19 21:58:06 - r - INFO: - Env: CartPole-v1, Algorithm: DQN, Device: cpu
2023-03-19 21:58:07 - r - INFO: - Episode: 1/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 2/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 3/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 4/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 5/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 6/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 7/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 8/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 9/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 10/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 11/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 12/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 13/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 14/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 15/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 16/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 17/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 18/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 19/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Episode: 20/20, Reward: 200.000, Step: 200
2023-03-19 21:58:07 - r - INFO: - Finish testing!
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