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更新算法模版

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This commit is contained in:
johnjim0816
2022-11-06 12:15:36 +08:00
parent 466a17707f
commit dc78698262
256 changed files with 17282 additions and 10229 deletions
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19
projects/codes/Sarsa/Train_CliffWalking-v0_Sarsa_20221030-021146/config.yaml Normal file
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general_cfg:
algo_name: Sarsa
device: cpu
env_name: CliffWalking-v0
load_checkpoint: false
load_path: Train_CartPole-v1_DQN_20221026-054757
max_steps: 200
mode: train
save_fig: true
seed: 1
show_fig: false
test_eps: 20
train_eps: 800
algo_cfg:
epsilon_decay: 300
epsilon_end: 0.01
epsilon_start: 0.95
gamma: 0.95
lr: 0.1

804
projects/codes/Sarsa/Train_CliffWalking-v0_Sarsa_20221030-021146/logs/log.txt Normal file
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2022-10-30 02:11:46 - r - INFO: - n_states: 48, n_actions: 4
2022-10-30 02:11:46 - r - INFO: - Start training!
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2022-10-30 02:11:47 - r - INFO: - Episode: 176/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 177/800, Reward: -155.00, Steps:56, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 178/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 179/800, Reward: -37.00, Steps:37, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 180/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 181/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 182/800, Reward: -39.00, Steps:39, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 183/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 184/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 185/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 186/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 187/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 188/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 189/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 190/800, Reward: -42.00, Steps:42, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 191/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 192/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 193/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 194/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 195/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 196/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 197/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 198/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 199/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 200/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 201/800, Reward: -33.00, Steps:33, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 202/800, Reward: -37.00, Steps:37, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 203/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 204/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 205/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 206/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 207/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 208/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 209/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 210/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 211/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 212/800, Reward: -37.00, Steps:37, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 213/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 214/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 215/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 216/800, Reward: -31.00, Steps:31, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 217/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 218/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 219/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 220/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 221/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 222/800, Reward: -27.00, Steps:27, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 223/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 224/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 225/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 226/800, Reward: -43.00, Steps:43, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 227/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 228/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 229/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 230/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 231/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 232/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 233/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 234/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 235/800, Reward: -31.00, Steps:31, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 236/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 237/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 238/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 239/800, Reward: -30.00, Steps:30, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 240/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 241/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 242/800, Reward: -24.00, Steps:24, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 243/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 244/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 245/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 246/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 247/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 248/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 249/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 250/800, Reward: -29.00, Steps:29, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 251/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 252/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 253/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 254/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 255/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 256/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 257/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 258/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 259/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 260/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 261/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 262/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 263/800, Reward: -27.00, Steps:27, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 264/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 265/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 266/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 267/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 268/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 269/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 270/800, Reward: -27.00, Steps:27, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 271/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 272/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 273/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 274/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 275/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 276/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 277/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 278/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 279/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 280/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 281/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 282/800, Reward: -27.00, Steps:27, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 283/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 284/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 285/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 286/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 287/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 288/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 289/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 290/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 291/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 292/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 293/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 294/800, Reward: -120.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 295/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 296/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 297/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 298/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 299/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 300/800, Reward: -35.00, Steps:35, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 301/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 302/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 303/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 304/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 305/800, Reward: -23.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 306/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 307/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 308/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 309/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 310/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 311/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 312/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 313/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 314/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 315/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 316/800, Reward: -32.00, Steps:32, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 317/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 318/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 319/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 320/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 321/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 322/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 323/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 324/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 325/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 326/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 327/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 328/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 329/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 330/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 331/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 332/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 333/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 334/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 335/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 336/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 337/800, Reward: -26.00, Steps:26, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 338/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 339/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 340/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 341/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 342/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 343/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 344/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 345/800, Reward: -27.00, Steps:27, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 346/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 347/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 348/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 349/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 350/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 351/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 352/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 353/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 354/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 355/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 356/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 357/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 358/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 359/800, Reward: -19.00, Steps:19, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 363/800, Reward: -19.00, Steps:19, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 366/800, Reward: -21.00, Steps:21, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 368/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 369/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 371/800, Reward: -19.00, Steps:19, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 372/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 373/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 374/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 375/800, Reward: -25.00, Steps:25, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 376/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 377/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 378/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 381/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 382/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 383/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 385/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 394/800, Reward: -122.00, Steps:23, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 395/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 396/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 397/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 398/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 399/800, Reward: -21.00, Steps:21, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 418/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 421/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 422/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 424/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 425/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 426/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 427/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 428/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 434/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 435/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 436/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 437/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 438/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 439/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 441/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 442/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 444/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 445/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 447/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 449/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 450/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 451/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 452/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 453/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 454/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 455/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 456/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 457/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 458/800, Reward: -22.00, Steps:22, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 459/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 460/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 461/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 462/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 463/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 464/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 465/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 467/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 468/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 469/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 470/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 471/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 472/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 473/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 474/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 475/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 476/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 478/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 479/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 480/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 481/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 482/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 483/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 484/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 485/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 486/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 487/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 488/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 489/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 490/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 491/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 492/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 493/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 494/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:47 - r - INFO: - Episode: 495/800, Reward: -19.00, Steps:19, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 509/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 534/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 543/800, Reward: -19.00, Steps:19, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 547/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:47 - r - INFO: - Episode: 559/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 560/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 564/800, Reward: -20.00, Steps:20, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 565/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 569/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 577/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 580/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 585/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 586/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 587/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 590/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 595/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 605/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 606/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 609/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 611/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 620/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 621/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 625/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 628/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 629/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 630/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 631/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 633/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 634/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 635/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 636/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 637/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 638/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 639/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 640/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 641/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 642/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 643/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 644/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 645/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 646/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 647/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 648/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 649/800, Reward: -21.00, Steps:21, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 650/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 651/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 654/800, Reward: -17.00, Steps:17, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 655/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 656/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 658/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 659/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 660/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 661/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 663/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 666/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 670/800, Reward: -15.00, Steps:15, Epislon: 0.010
2022-10-30 02:11:48 - r - INFO: - Episode: 671/800, Reward: -17.00, Steps:17, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 710/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Episode: 713/800, Reward: -15.00, Steps:15, Epislon: 0.010
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2022-10-30 02:11:48 - r - INFO: - Finish training!

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3 1 -320 122
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