OAR.12062431.stdout

[11.22.21|10:57:05] Parameters:
{'work_dir': 'elias', 'config': 'config/st_gcn/kinetics-skeleton/train.yaml', 'phase': 'train', 'save_result': False, 'start_epoch': 0, 'num_epoch': 50, 'use_gpu': True, 'device': [0], 'log_interval': 100, 'save_interval': 10, 'eval_interval': 5, 'save_log': True, 'print_log': True, 'pavi_log': False, 'feeder': 'feeder.feeder.Feeder', 'num_worker': 4, 'train_feeder_args': {'random_choose': True, 'random_move': True, 'window_size': 150, 'data_path': '../../../../../data/stars/user/eboughos/kinetics-skeleton/train_data.npy', 'label_path': '../../../../../data/stars/user/eboughos/kinetics-skeleton/train_label.pkl', 'debug': False}, 'test_feeder_args': {'data_path': '../../../../../data/stars/user/eboughos/kinetics-skeleton/val_data.npy', 'label_path': '../../../../../data/stars/user/eboughos/kinetics-skeleton/val_label.pkl'}, 'batch_size': 32, 'test_batch_size': 32, 'debug': False, 'model': 'net.st_gcn.Model', 'model_args': {'in_channels': 3, 'num_class': 400, 'edge_importance_weighting': True, 'graph_args': {'layout': 'openpose', 'strategy': 'spatial'}}, 'weights': None, 'ignore_weights': [], 'show_topk': [1, 5], 'base_lr': 0.1, 'step': [20, 30, 40, 50], 'optimizer': 'SGD', 'nesterov': True, 'weight_decay': 0.0001}

[11.22.21|10:57:05] Training epoch: 0
[11.22.21|10:57:09] 	Iter 0 Done. | loss: 5.9665 | lr: 0.100000
[11.22.21|10:58:34] 	Iter 100 Done. | loss: 5.8481 | lr: 0.100000
[11.22.21|10:59:45] 	Iter 200 Done. | loss: 5.8120 | lr: 0.100000
[11.22.21|11:00:35] 	Iter 300 Done. | loss: 5.6336 | lr: 0.100000
[11.22.21|11:01:26] 	Iter 400 Done. | loss: 5.6621 | lr: 0.100000
[11.22.21|11:02:09] 	Iter 500 Done. | loss: 5.7889 | lr: 0.100000
[11.22.21|11:02:47] 	Iter 600 Done. | loss: 5.6516 | lr: 0.100000
[11.22.21|11:03:26] 	Iter 700 Done. | loss: 5.6435 | lr: 0.100000
[11.22.21|11:04:04] 	Iter 800 Done. | loss: 5.5042 | lr: 0.100000
[11.22.21|11:04:43] 	Iter 900 Done. | loss: 5.3603 | lr: 0.100000
[11.22.21|11:05:22] 	Iter 1000 Done. | loss: 5.2751 | lr: 0.100000
[11.22.21|11:06:00] 	Iter 1100 Done. | loss: 5.7343 | lr: 0.100000
[11.22.21|11:06:42] 	Iter 1200 Done. | loss: 5.5775 | lr: 0.100000
[11.22.21|11:07:20] 	Iter 1300 Done. | loss: 5.3379 | lr: 0.100000
[11.22.21|11:07:59] 	Iter 1400 Done. | loss: 5.4457 | lr: 0.100000
[11.22.21|11:08:38] 	Iter 1500 Done. | loss: 5.4508 | lr: 0.100000
[11.22.21|11:09:16] 	Iter 1600 Done. | loss: 5.4659 | lr: 0.100000
[11.22.21|11:09:55] 	Iter 1700 Done. | loss: 5.5351 | lr: 0.100000
[11.22.21|11:10:34] 	Iter 1800 Done. | loss: 5.4695 | lr: 0.100000
[11.22.21|11:11:12] 	Iter 1900 Done. | loss: 5.5205 | lr: 0.100000
[11.22.21|11:11:51] 	Iter 2000 Done. | loss: 5.6982 | lr: 0.100000
[11.22.21|11:12:30] 	Iter 2100 Done. | loss: 5.0596 | lr: 0.100000
[11.22.21|11:13:08] 	Iter 2200 Done. | loss: 5.5692 | lr: 0.100000
[11.22.21|11:13:47] 	Iter 2300 Done. | loss: 5.5977 | lr: 0.100000
[11.22.21|11:14:26] 	Iter 2400 Done. | loss: 5.3047 | lr: 0.100000
[11.22.21|11:15:04] 	Iter 2500 Done. | loss: 5.4664 | lr: 0.100000
[11.22.21|11:15:43] 	Iter 2600 Done. | loss: 5.7676 | lr: 0.100000
[11.22.21|11:16:22] 	Iter 2700 Done. | loss: 5.3872 | lr: 0.100000
[11.22.21|11:17:00] 	Iter 2800 Done. | loss: 5.2598 | lr: 0.100000
[11.22.21|11:17:39] 	Iter 2900 Done. | loss: 5.4661 | lr: 0.100000
[11.22.21|11:18:18] 	Iter 3000 Done. | loss: 5.6361 | lr: 0.100000
[11.22.21|11:18:56] 	Iter 3100 Done. | loss: 5.5324 | lr: 0.100000
[11.22.21|11:19:35] 	Iter 3200 Done. | loss: 5.4963 | lr: 0.100000
[11.22.21|11:20:14] 	Iter 3300 Done. | loss: 5.3511 | lr: 0.100000
[11.22.21|11:20:52] 	Iter 3400 Done. | loss: 5.4872 | lr: 0.100000
[11.22.21|11:21:31] 	Iter 3500 Done. | loss: 5.2275 | lr: 0.100000
[11.22.21|11:22:10] 	Iter 3600 Done. | loss: 5.1020 | lr: 0.100000
[11.22.21|11:22:48] 	Iter 3700 Done. | loss: 5.1152 | lr: 0.100000
[11.22.21|11:23:27] 	Iter 3800 Done. | loss: 5.4577 | lr: 0.100000
[11.22.21|11:24:06] 	Iter 3900 Done. | loss: 5.2641 | lr: 0.100000
[11.22.21|11:24:44] 	Iter 4000 Done. | loss: 5.2409 | lr: 0.100000
[11.22.21|11:25:23] 	Iter 4100 Done. | loss: 5.0854 | lr: 0.100000
[11.22.21|11:26:01] 	Iter 4200 Done. | loss: 5.5819 | lr: 0.100000
[11.22.21|11:26:40] 	Iter 4300 Done. | loss: 5.3214 | lr: 0.100000
[11.22.21|11:27:19] 	Iter 4400 Done. | loss: 5.1471 | lr: 0.100000
[11.22.21|11:27:57] 	Iter 4500 Done. | loss: 5.2010 | lr: 0.100000
[11.22.21|11:28:36] 	Iter 4600 Done. | loss: 5.3689 | lr: 0.100000
[11.22.21|11:29:15] 	Iter 4700 Done. | loss: 5.3660 | lr: 0.100000
[11.22.21|11:29:53] 	Iter 4800 Done. | loss: 5.3851 | lr: 0.100000
[11.22.21|11:30:32] 	Iter 4900 Done. | loss: 5.3103 | lr: 0.100000
[11.22.21|11:31:11] 	Iter 5000 Done. | loss: 4.8570 | lr: 0.100000
[11.22.21|11:31:49] 	Iter 5100 Done. | loss: 5.1019 | lr: 0.100000
[11.22.21|11:32:28] 	Iter 5200 Done. | loss: 4.8675 | lr: 0.100000
[11.22.21|11:33:07] 	Iter 5300 Done. | loss: 5.0535 | lr: 0.100000
[11.22.21|11:33:45] 	Iter 5400 Done. | loss: 5.0829 | lr: 0.100000
[11.22.21|11:34:24] 	Iter 5500 Done. | loss: 5.2360 | lr: 0.100000
[11.22.21|11:35:03] 	Iter 5600 Done. | loss: 4.9020 | lr: 0.100000
[11.22.21|11:35:41] 	Iter 5700 Done. | loss: 5.1938 | lr: 0.100000
[11.22.21|11:36:20] 	Iter 5800 Done. | loss: 4.9860 | lr: 0.100000
[11.22.21|11:36:59] 	Iter 5900 Done. | loss: 5.0505 | lr: 0.100000
[11.22.21|11:37:37] 	Iter 6000 Done. | loss: 5.0179 | lr: 0.100000
[11.22.21|11:38:16] 	Iter 6100 Done. | loss: 5.0714 | lr: 0.100000
[11.22.21|11:38:55] 	Iter 6200 Done. | loss: 4.9349 | lr: 0.100000
[11.22.21|11:39:33] 	Iter 6300 Done. | loss: 5.2970 | lr: 0.100000
[11.22.21|11:40:12] 	Iter 6400 Done. | loss: 5.1378 | lr: 0.100000
[11.22.21|11:40:50] 	Iter 6500 Done. | loss: 5.2566 | lr: 0.100000
[11.22.21|11:41:29] 	Iter 6600 Done. | loss: 4.6596 | lr: 0.100000
[11.22.21|11:42:08] 	Iter 6700 Done. | loss: 4.7630 | lr: 0.100000
[11.22.21|11:42:46] 	Iter 6800 Done. | loss: 5.1729 | lr: 0.100000
[11.22.21|11:43:25] 	Iter 6900 Done. | loss: 5.2122 | lr: 0.100000
[11.22.21|11:44:04] 	Iter 7000 Done. | loss: 4.9496 | lr: 0.100000
[11.22.21|11:44:42] 	Iter 7100 Done. | loss: 4.8130 | lr: 0.100000
[11.22.21|11:45:21] 	Iter 7200 Done. | loss: 5.0904 | lr: 0.100000
[11.22.21|11:46:00] 	Iter 7300 Done. | loss: 5.1299 | lr: 0.100000
[11.22.21|11:46:38] 	Iter 7400 Done. | loss: 4.3952 | lr: 0.100000
[11.22.21|11:47:17] 	Iter 7500 Done. | loss: 5.2589 | lr: 0.100000
[11.22.21|11:47:22] 	mean_loss: 5.289550817998132
[11.22.21|11:47:22] Time consumption:
[11.22.21|11:47:22] Done.
[11.22.21|11:47:22] Training epoch: 1
[11.22.21|11:47:57] 	Iter 7600 Done. | loss: 4.9559 | lr: 0.100000
[11.22.21|11:48:35] 	Iter 7700 Done. | loss: 4.8984 | lr: 0.100000
[11.22.21|11:49:14] 	Iter 7800 Done. | loss: 4.7701 | lr: 0.100000
[11.22.21|11:49:53] 	Iter 7900 Done. | loss: 4.8402 | lr: 0.100000
[11.22.21|11:50:31] 	Iter 8000 Done. | loss: 5.0228 | lr: 0.100000
[11.22.21|11:51:10] 	Iter 8100 Done. | loss: 5.0597 | lr: 0.100000
[11.22.21|11:51:48] 	Iter 8200 Done. | loss: 4.6526 | lr: 0.100000
[11.22.21|11:52:27] 	Iter 8300 Done. | loss: 4.7275 | lr: 0.100000
[11.22.21|11:53:06] 	Iter 8400 Done. | loss: 5.1274 | lr: 0.100000
[11.22.21|11:53:44] 	Iter 8500 Done. | loss: 4.8118 | lr: 0.100000
[11.22.21|11:54:23] 	Iter 8600 Done. | loss: 4.9851 | lr: 0.100000
[11.22.21|11:55:02] 	Iter 8700 Done. | loss: 4.6818 | lr: 0.100000
[11.22.21|11:55:40] 	Iter 8800 Done. | loss: 4.2794 | lr: 0.100000
[11.22.21|11:56:19] 	Iter 8900 Done. | loss: 5.0044 | lr: 0.100000
[11.22.21|11:56:58] 	Iter 9000 Done. | loss: 5.4056 | lr: 0.100000
[11.22.21|11:57:36] 	Iter 9100 Done. | loss: 4.8396 | lr: 0.100000
[11.22.21|11:58:15] 	Iter 9200 Done. | loss: 4.8474 | lr: 0.100000
[11.22.21|11:58:54] 	Iter 9300 Done. | loss: 4.8939 | lr: 0.100000
[11.22.21|11:59:32] 	Iter 9400 Done. | loss: 4.5954 | lr: 0.100000
[11.22.21|12:00:11] 	Iter 9500 Done. | loss: 4.7736 | lr: 0.100000
[11.22.21|12:00:49] 	Iter 9600 Done. | loss: 4.8184 | lr: 0.100000
[11.22.21|12:01:28] 	Iter 9700 Done. | loss: 5.2423 | lr: 0.100000
[11.22.21|12:02:07] 	Iter 9800 Done. | loss: 4.7593 | lr: 0.100000
[11.22.21|12:02:45] 	Iter 9900 Done. | loss: 4.8351 | lr: 0.100000
[11.22.21|12:03:24] 	Iter 10000 Done. | loss: 4.4888 | lr: 0.100000
[11.22.21|12:04:03] 	Iter 10100 Done. | loss: 5.0466 | lr: 0.100000
[11.22.21|12:04:41] 	Iter 10200 Done. | loss: 5.1238 | lr: 0.100000
[11.22.21|12:05:20] 	Iter 10300 Done. | loss: 4.6269 | lr: 0.100000
[11.22.21|12:05:59] 	Iter 10400 Done. | loss: 4.7813 | lr: 0.100000
[11.22.21|12:06:37] 	Iter 10500 Done. | loss: 4.9506 | lr: 0.100000
[11.22.21|12:07:16] 	Iter 10600 Done. | loss: 4.9899 | lr: 0.100000
[11.22.21|12:07:54] 	Iter 10700 Done. | loss: 4.8521 | lr: 0.100000
[11.22.21|12:08:33] 	Iter 10800 Done. | loss: 4.6634 | lr: 0.100000
[11.22.21|12:09:12] 	Iter 10900 Done. | loss: 4.5777 | lr: 0.100000
[11.22.21|12:09:50] 	Iter 11000 Done. | loss: 4.7744 | lr: 0.100000
[11.22.21|12:10:29] 	Iter 11100 Done. | loss: 5.0487 | lr: 0.100000
[11.22.21|12:11:08] 	Iter 11200 Done. | loss: 4.5529 | lr: 0.100000
[11.22.21|12:11:46] 	Iter 11300 Done. | loss: 4.6937 | lr: 0.100000
[11.22.21|12:12:25] 	Iter 11400 Done. | loss: 5.0247 | lr: 0.100000
[11.22.21|12:13:04] 	Iter 11500 Done. | loss: 4.7209 | lr: 0.100000
[11.22.21|12:13:42] 	Iter 11600 Done. | loss: 5.1653 | lr: 0.100000
[11.22.21|12:14:21] 	Iter 11700 Done. | loss: 4.7202 | lr: 0.100000
[11.22.21|12:14:59] 	Iter 11800 Done. | loss: 4.3377 | lr: 0.100000
[11.22.21|12:15:38] 	Iter 11900 Done. | loss: 4.7979 | lr: 0.100000
[11.22.21|12:16:17] 	Iter 12000 Done. | loss: 4.4951 | lr: 0.100000
[11.22.21|12:16:55] 	Iter 12100 Done. | loss: 4.9328 | lr: 0.100000
[11.22.21|12:17:34] 	Iter 12200 Done. | loss: 5.0022 | lr: 0.100000
[11.22.21|12:18:13] 	Iter 12300 Done. | loss: 4.8485 | lr: 0.100000
[11.22.21|12:18:51] 	Iter 12400 Done. | loss: 5.0151 | lr: 0.100000
[11.22.21|12:19:30] 	Iter 12500 Done. | loss: 4.4417 | lr: 0.100000
[11.22.21|12:20:08] 	Iter 12600 Done. | loss: 4.7818 | lr: 0.100000
[11.22.21|12:20:47] 	Iter 12700 Done. | loss: 4.5513 | lr: 0.100000
[11.22.21|12:21:26] 	Iter 12800 Done. | loss: 4.8043 | lr: 0.100000
[11.22.21|12:22:04] 	Iter 12900 Done. | loss: 4.6490 | lr: 0.100000
[11.22.21|12:22:43] 	Iter 13000 Done. | loss: 4.7356 | lr: 0.100000
[11.22.21|12:23:22] 	Iter 13100 Done. | loss: 4.6739 | lr: 0.100000
[11.22.21|12:24:00] 	Iter 13200 Done. | loss: 4.7603 | lr: 0.100000
[11.22.21|12:24:39] 	Iter 13300 Done. | loss: 4.3827 | lr: 0.100000
[11.22.21|12:25:17] 	Iter 13400 Done. | loss: 4.7238 | lr: 0.100000
[11.22.21|12:25:56] 	Iter 13500 Done. | loss: 5.1388 | lr: 0.100000
[11.22.21|12:26:35] 	Iter 13600 Done. | loss: 4.9802 | lr: 0.100000
[11.22.21|12:27:13] 	Iter 13700 Done. | loss: 4.8211 | lr: 0.100000
[11.22.21|12:27:52] 	Iter 13800 Done. | loss: 4.2743 | lr: 0.100000
[11.22.21|12:28:31] 	Iter 13900 Done. | loss: 4.5426 | lr: 0.100000
[11.22.21|12:29:09] 	Iter 14000 Done. | loss: 4.8337 | lr: 0.100000
[11.22.21|12:29:48] 	Iter 14100 Done. | loss: 4.7968 | lr: 0.100000
[11.22.21|12:30:26] 	Iter 14200 Done. | loss: 5.0712 | lr: 0.100000
[11.22.21|12:31:05] 	Iter 14300 Done. | loss: 5.2245 | lr: 0.100000
[11.22.21|12:31:44] 	Iter 14400 Done. | loss: 5.0802 | lr: 0.100000
[11.22.21|12:32:22] 	Iter 14500 Done. | loss: 4.5933 | lr: 0.100000
[11.22.21|12:33:01] 	Iter 14600 Done. | loss: 4.7884 | lr: 0.100000
[11.22.21|12:33:39] 	Iter 14700 Done. | loss: 4.4633 | lr: 0.100000
[11.22.21|12:34:18] 	Iter 14800 Done. | loss: 5.0106 | lr: 0.100000
[11.22.21|12:34:57] 	Iter 14900 Done. | loss: 5.1192 | lr: 0.100000
[11.22.21|12:35:35] 	Iter 15000 Done. | loss: 4.5841 | lr: 0.100000
[11.22.21|12:35:46] 	mean_loss: 4.837123214809774
[11.22.21|12:35:46] Time consumption:
[11.22.21|12:35:46] Done.
[11.22.21|12:35:46] Training epoch: 2
[11.22.21|12:36:16] 	Iter 15100 Done. | loss: 4.7306 | lr: 0.100000
[11.22.21|12:36:54] 	Iter 15200 Done. | loss: 4.4251 | lr: 0.100000
[11.22.21|12:37:33] 	Iter 15300 Done. | loss: 4.6930 | lr: 0.100000
[11.22.21|12:38:11] 	Iter 15400 Done. | loss: 4.5318 | lr: 0.100000
[11.22.21|12:38:50] 	Iter 15500 Done. | loss: 4.5687 | lr: 0.100000
[11.22.21|12:39:29] 	Iter 15600 Done. | loss: 4.6705 | lr: 0.100000
[11.22.21|12:40:07] 	Iter 15700 Done. | loss: 4.4461 | lr: 0.100000
[11.22.21|12:40:46] 	Iter 15800 Done. | loss: 4.5930 | lr: 0.100000
[11.22.21|12:41:24] 	Iter 15900 Done. | loss: 4.5222 | lr: 0.100000
[11.22.21|12:42:03] 	Iter 16000 Done. | loss: 4.7213 | lr: 0.100000
[11.22.21|12:42:42] 	Iter 16100 Done. | loss: 4.6437 | lr: 0.100000
[11.22.21|12:43:20] 	Iter 16200 Done. | loss: 4.2308 | lr: 0.100000
[11.22.21|12:43:59] 	Iter 16300 Done. | loss: 4.7117 | lr: 0.100000
[11.22.21|12:44:38] 	Iter 16400 Done. | loss: 4.8812 | lr: 0.100000
[11.22.21|12:45:16] 	Iter 16500 Done. | loss: 4.3472 | lr: 0.100000
[11.22.21|12:45:55] 	Iter 16600 Done. | loss: 4.6382 | lr: 0.100000
[11.22.21|12:46:33] 	Iter 16700 Done. | loss: 4.7231 | lr: 0.100000
[11.22.21|12:47:12] 	Iter 16800 Done. | loss: 4.3500 | lr: 0.100000
[11.22.21|12:47:51] 	Iter 16900 Done. | loss: 4.5041 | lr: 0.100000
[11.22.21|12:48:29] 	Iter 17000 Done. | loss: 4.2460 | lr: 0.100000
[11.22.21|12:49:08] 	Iter 17100 Done. | loss: 4.6028 | lr: 0.100000
[11.22.21|12:49:47] 	Iter 17200 Done. | loss: 4.5475 | lr: 0.100000
[11.22.21|12:50:25] 	Iter 17300 Done. | loss: 4.8076 | lr: 0.100000
[11.22.21|12:51:04] 	Iter 17400 Done. | loss: 4.5468 | lr: 0.100000
[11.22.21|12:51:42] 	Iter 17500 Done. | loss: 4.2946 | lr: 0.100000
[11.22.21|12:52:21] 	Iter 17600 Done. | loss: 4.8243 | lr: 0.100000
[11.22.21|12:53:00] 	Iter 17700 Done. | loss: 4.6202 | lr: 0.100000
[11.22.21|12:53:38] 	Iter 17800 Done. | loss: 4.6382 | lr: 0.100000
[11.22.21|12:54:17] 	Iter 17900 Done. | loss: 4.9194 | lr: 0.100000
[11.22.21|12:54:55] 	Iter 18000 Done. | loss: 4.5551 | lr: 0.100000
[11.22.21|12:55:34] 	Iter 18100 Done. | loss: 4.5474 | lr: 0.100000
[11.22.21|12:56:13] 	Iter 18200 Done. | loss: 4.8326 | lr: 0.100000
[11.22.21|12:56:51] 	Iter 18300 Done. | loss: 4.5891 | lr: 0.100000
[11.22.21|12:57:30] 	Iter 18400 Done. | loss: 4.6303 | lr: 0.100000
[11.22.21|12:58:09] 	Iter 18500 Done. | loss: 4.0747 | lr: 0.100000
[11.22.21|12:58:47] 	Iter 18600 Done. | loss: 4.0149 | lr: 0.100000
[11.22.21|12:59:26] 	Iter 18700 Done. | loss: 4.5698 | lr: 0.100000
[11.22.21|13:00:04] 	Iter 18800 Done. | loss: 4.6718 | lr: 0.100000
[11.22.21|13:00:43] 	Iter 18900 Done. | loss: 4.4788 | lr: 0.100000
[11.22.21|13:01:22] 	Iter 19000 Done. | loss: 4.9526 | lr: 0.100000
[11.22.21|13:02:00] 	Iter 19100 Done. | loss: 4.9439 | lr: 0.100000
[11.22.21|13:02:39] 	Iter 19200 Done. | loss: 4.7329 | lr: 0.100000
[11.22.21|13:03:17] 	Iter 19300 Done. | loss: 4.4942 | lr: 0.100000
[11.22.21|13:03:56] 	Iter 19400 Done. | loss: 4.5003 | lr: 0.100000
[11.22.21|13:04:35] 	Iter 19500 Done. | loss: 4.8302 | lr: 0.100000
[11.22.21|13:05:13] 	Iter 19600 Done. | loss: 4.8338 | lr: 0.100000
[11.22.21|13:05:52] 	Iter 19700 Done. | loss: 4.8318 | lr: 0.100000
[11.22.21|13:06:31] 	Iter 19800 Done. | loss: 4.9633 | lr: 0.100000
[11.22.21|13:07:09] 	Iter 19900 Done. | loss: 4.6980 | lr: 0.100000
[11.22.21|13:07:48] 	Iter 20000 Done. | loss: 4.5942 | lr: 0.100000
[11.22.21|13:08:26] 	Iter 20100 Done. | loss: 4.9612 | lr: 0.100000
[11.22.21|13:09:05] 	Iter 20200 Done. | loss: 4.1626 | lr: 0.100000
[11.22.21|13:09:44] 	Iter 20300 Done. | loss: 4.8240 | lr: 0.100000
[11.22.21|13:10:22] 	Iter 20400 Done. | loss: 4.6867 | lr: 0.100000
[11.22.21|13:11:01] 	Iter 20500 Done. | loss: 5.2144 | lr: 0.100000
[11.22.21|13:11:39] 	Iter 20600 Done. | loss: 4.8599 | lr: 0.100000
[11.22.21|13:12:18] 	Iter 20700 Done. | loss: 4.7144 | lr: 0.100000
[11.22.21|13:12:57] 	Iter 20800 Done. | loss: 4.4901 | lr: 0.100000
[11.22.21|13:13:35] 	Iter 20900 Done. | loss: 4.4472 | lr: 0.100000
[11.22.21|13:14:14] 	Iter 21000 Done. | loss: 4.6458 | lr: 0.100000
[11.22.21|13:14:53] 	Iter 21100 Done. | loss: 4.6792 | lr: 0.100000
[11.22.21|13:15:31] 	Iter 21200 Done. | loss: 4.4555 | lr: 0.100000
[11.22.21|13:16:10] 	Iter 21300 Done. | loss: 4.3093 | lr: 0.100000
[11.22.21|13:16:48] 	Iter 21400 Done. | loss: 4.6472 | lr: 0.100000
[11.22.21|13:17:27] 	Iter 21500 Done. | loss: 4.7912 | lr: 0.100000
[11.22.21|13:18:06] 	Iter 21600 Done. | loss: 4.3586 | lr: 0.100000
[11.22.21|13:18:44] 	Iter 21700 Done. | loss: 4.5344 | lr: 0.100000
[11.22.21|13:19:23] 	Iter 21800 Done. | loss: 4.9055 | lr: 0.100000
[11.22.21|13:20:02] 	Iter 21900 Done. | loss: 4.3594 | lr: 0.100000
[11.22.21|13:20:40] 	Iter 22000 Done. | loss: 4.2106 | lr: 0.100000
[11.22.21|13:21:19] 	Iter 22100 Done. | loss: 4.4015 | lr: 0.100000
[11.22.21|13:21:57] 	Iter 22200 Done. | loss: 4.7445 | lr: 0.100000
[11.22.21|13:22:36] 	Iter 22300 Done. | loss: 4.3627 | lr: 0.100000
[11.22.21|13:23:15] 	Iter 22400 Done. | loss: 4.5086 | lr: 0.100000
[11.22.21|13:23:53] 	Iter 22500 Done. | loss: 4.6770 | lr: 0.100000
[11.22.21|13:24:08] 	mean_loss: 4.640162589593494
[11.22.21|13:24:08] Time consumption:
[11.22.21|13:24:08] Done.
[11.22.21|13:24:08] Training epoch: 3
[11.22.21|13:24:33] 	Iter 22600 Done. | loss: 4.4769 | lr: 0.100000
[11.22.21|13:25:11] 	Iter 22700 Done. | loss: 4.7741 | lr: 0.100000
[11.22.21|13:25:50] 	Iter 22800 Done. | loss: 4.6868 | lr: 0.100000
[11.22.21|13:26:29] 	Iter 22900 Done. | loss: 4.6093 | lr: 0.100000
[11.22.21|13:27:07] 	Iter 23000 Done. | loss: 4.7351 | lr: 0.100000
[11.22.21|13:27:46] 	Iter 23100 Done. | loss: 4.4436 | lr: 0.100000
[11.22.21|13:28:25] 	Iter 23200 Done. | loss: 4.4592 | lr: 0.100000
[11.22.21|13:29:03] 	Iter 23300 Done. | loss: 4.4188 | lr: 0.100000
[11.22.21|13:29:42] 	Iter 23400 Done. | loss: 4.0849 | lr: 0.100000
[11.22.21|13:30:20] 	Iter 23500 Done. | loss: 4.8040 | lr: 0.100000
[11.22.21|13:30:59] 	Iter 23600 Done. | loss: 4.3403 | lr: 0.100000
[11.22.21|13:31:38] 	Iter 23700 Done. | loss: 4.3818 | lr: 0.100000
[11.22.21|13:32:16] 	Iter 23800 Done. | loss: 4.6206 | lr: 0.100000
[11.22.21|13:32:55] 	Iter 23900 Done. | loss: 4.4271 | lr: 0.100000
[11.22.21|13:33:33] 	Iter 24000 Done. | loss: 4.3866 | lr: 0.100000
[11.22.21|13:34:12] 	Iter 24100 Done. | loss: 4.6278 | lr: 0.100000
[11.22.21|13:34:51] 	Iter 24200 Done. | loss: 4.5495 | lr: 0.100000
[11.22.21|13:35:29] 	Iter 24300 Done. | loss: 4.9712 | lr: 0.100000
[11.22.21|13:36:08] 	Iter 24400 Done. | loss: 4.6468 | lr: 0.100000
[11.22.21|13:36:47] 	Iter 24500 Done. | loss: 5.2715 | lr: 0.100000
[11.22.21|13:37:25] 	Iter 24600 Done. | loss: 4.2921 | lr: 0.100000
[11.22.21|13:38:04] 	Iter 24700 Done. | loss: 4.5403 | lr: 0.100000
[11.22.21|13:38:42] 	Iter 24800 Done. | loss: 4.9060 | lr: 0.100000
[11.22.21|13:39:21] 	Iter 24900 Done. | loss: 4.9427 | lr: 0.100000
[11.22.21|13:40:00] 	Iter 25000 Done. | loss: 4.4741 | lr: 0.100000
[11.22.21|13:40:38] 	Iter 25100 Done. | loss: 4.6860 | lr: 0.100000
[11.22.21|13:41:17] 	Iter 25200 Done. | loss: 4.4232 | lr: 0.100000
[11.22.21|13:41:55] 	Iter 25300 Done. | loss: 4.5884 | lr: 0.100000
[11.22.21|13:42:34] 	Iter 25400 Done. | loss: 4.3923 | lr: 0.100000
[11.22.21|13:43:13] 	Iter 25500 Done. | loss: 4.1319 | lr: 0.100000
[11.22.21|13:43:51] 	Iter 25600 Done. | loss: 4.2735 | lr: 0.100000
[11.22.21|13:44:30] 	Iter 25700 Done. | loss: 4.4960 | lr: 0.100000
[11.22.21|13:45:09] 	Iter 25800 Done. | loss: 4.5387 | lr: 0.100000
[11.22.21|13:45:47] 	Iter 25900 Done. | loss: 4.4654 | lr: 0.100000
[11.22.21|13:46:26] 	Iter 26000 Done. | loss: 4.0819 | lr: 0.100000
[11.22.21|13:47:04] 	Iter 26100 Done. | loss: 4.2144 | lr: 0.100000
[11.22.21|13:47:43] 	Iter 26200 Done. | loss: 4.8446 | lr: 0.100000
[11.22.21|13:48:22] 	Iter 26300 Done. | loss: 3.9423 | lr: 0.100000
[11.22.21|13:49:00] 	Iter 26400 Done. | loss: 4.7482 | lr: 0.100000
[11.22.21|13:49:39] 	Iter 26500 Done. | loss: 4.7046 | lr: 0.100000
[11.22.21|13:50:17] 	Iter 26600 Done. | loss: 4.2192 | lr: 0.100000
[11.22.21|13:50:56] 	Iter 26700 Done. | loss: 4.4552 | lr: 0.100000
[11.22.21|13:51:35] 	Iter 26800 Done. | loss: 3.9837 | lr: 0.100000
[11.22.21|13:52:13] 	Iter 26900 Done. | loss: 4.6444 | lr: 0.100000
[11.22.21|13:52:52] 	Iter 27000 Done. | loss: 4.3240 | lr: 0.100000
[11.22.21|13:53:30] 	Iter 27100 Done. | loss: 4.9038 | lr: 0.100000
[11.22.21|13:54:09] 	Iter 27200 Done. | loss: 4.0251 | lr: 0.100000
[11.22.21|13:54:48] 	Iter 27300 Done. | loss: 4.3774 | lr: 0.100000
[11.22.21|13:55:26] 	Iter 27400 Done. | loss: 4.7069 | lr: 0.100000
[11.22.21|13:56:05] 	Iter 27500 Done. | loss: 4.5782 | lr: 0.100000
[11.22.21|13:56:44] 	Iter 27600 Done. | loss: 4.5369 | lr: 0.100000
[11.22.21|13:57:22] 	Iter 27700 Done. | loss: 4.2056 | lr: 0.100000
[11.22.21|13:58:01] 	Iter 27800 Done. | loss: 4.9395 | lr: 0.100000
[11.22.21|13:58:39] 	Iter 27900 Done. | loss: 3.5055 | lr: 0.100000
[11.22.21|13:59:18] 	Iter 28000 Done. | loss: 4.2591 | lr: 0.100000
[11.22.21|13:59:57] 	Iter 28100 Done. | loss: 4.4902 | lr: 0.100000
[11.22.21|14:00:35] 	Iter 28200 Done. | loss: 4.4836 | lr: 0.100000
[11.22.21|14:01:14] 	Iter 28300 Done. | loss: 4.2992 | lr: 0.100000
[11.22.21|14:01:53] 	Iter 28400 Done. | loss: 4.3565 | lr: 0.100000
[11.22.21|14:02:31] 	Iter 28500 Done. | loss: 4.1443 | lr: 0.100000
[11.22.21|14:03:10] 	Iter 28600 Done. | loss: 4.4464 | lr: 0.100000
[11.22.21|14:03:48] 	Iter 28700 Done. | loss: 4.2173 | lr: 0.100000
[11.22.21|14:04:27] 	Iter 28800 Done. | loss: 4.7534 | lr: 0.100000
[11.22.21|14:05:06] 	Iter 28900 Done. | loss: 4.6573 | lr: 0.100000
[11.22.21|14:05:44] 	Iter 29000 Done. | loss: 4.4601 | lr: 0.100000
[11.22.21|14:06:23] 	Iter 29100 Done. | loss: 4.9091 | lr: 0.100000
[11.22.21|14:07:02] 	Iter 29200 Done. | loss: 4.9344 | lr: 0.100000
[11.22.21|14:07:40] 	Iter 29300 Done. | loss: 4.6625 | lr: 0.100000
[11.22.21|14:08:19] 	Iter 29400 Done. | loss: 4.3890 | lr: 0.100000
[11.22.21|14:08:57] 	Iter 29500 Done. | loss: 4.5167 | lr: 0.100000
[11.22.21|14:09:36] 	Iter 29600 Done. | loss: 4.2093 | lr: 0.100000
[11.22.21|14:10:15] 	Iter 29700 Done. | loss: 5.0075 | lr: 0.100000
[11.22.21|14:10:53] 	Iter 29800 Done. | loss: 4.6771 | lr: 0.100000
[11.22.21|14:11:32] 	Iter 29900 Done. | loss: 4.6210 | lr: 0.100000
[11.22.21|14:12:11] 	Iter 30000 Done. | loss: 4.1566 | lr: 0.100000
[11.22.21|14:12:31] 	mean_loss: 4.5218795297562515
[11.22.21|14:12:31] Time consumption:
[11.22.21|14:12:31] Done.
[11.22.21|14:12:31] Training epoch: 4
[11.22.21|14:12:50] 	Iter 30100 Done. | loss: 4.0915 | lr: 0.100000
[11.22.21|14:13:29] 	Iter 30200 Done. | loss: 4.5195 | lr: 0.100000
[11.22.21|14:14:07] 	Iter 30300 Done. | loss: 4.5579 | lr: 0.100000
[11.22.21|14:14:46] 	Iter 30400 Done. | loss: 4.0434 | lr: 0.100000
[11.22.21|14:15:24] 	Iter 30500 Done. | loss: 4.6292 | lr: 0.100000
[11.22.21|14:16:03] 	Iter 30600 Done. | loss: 4.8783 | lr: 0.100000
[11.22.21|14:16:42] 	Iter 30700 Done. | loss: 4.7269 | lr: 0.100000
[11.22.21|14:17:20] 	Iter 30800 Done. | loss: 4.6125 | lr: 0.100000
[11.22.21|14:17:59] 	Iter 30900 Done. | loss: 4.3854 | lr: 0.100000
[11.22.21|14:18:38] 	Iter 31000 Done. | loss: 3.8195 | lr: 0.100000
[11.22.21|14:19:16] 	Iter 31100 Done. | loss: 3.9822 | lr: 0.100000
[11.22.21|14:19:55] 	Iter 31200 Done. | loss: 4.2146 | lr: 0.100000
[11.22.21|14:20:33] 	Iter 31300 Done. | loss: 4.2244 | lr: 0.100000
[11.22.21|14:21:12] 	Iter 31400 Done. | loss: 4.3296 | lr: 0.100000
[11.22.21|14:21:51] 	Iter 31500 Done. | loss: 4.4506 | lr: 0.100000
[11.22.21|14:22:29] 	Iter 31600 Done. | loss: 4.5920 | lr: 0.100000
[11.22.21|14:23:08] 	Iter 31700 Done. | loss: 4.2721 | lr: 0.100000
[11.22.21|14:23:46] 	Iter 31800 Done. | loss: 4.7499 | lr: 0.100000
[11.22.21|14:24:25] 	Iter 31900 Done. | loss: 4.2076 | lr: 0.100000
[11.22.21|14:25:04] 	Iter 32000 Done. | loss: 4.0438 | lr: 0.100000
[11.22.21|14:25:42] 	Iter 32100 Done. | loss: 4.0219 | lr: 0.100000
[11.22.21|14:26:21] 	Iter 32200 Done. | loss: 3.7648 | lr: 0.100000
[11.22.21|14:27:00] 	Iter 32300 Done. | loss: 4.0259 | lr: 0.100000
[11.22.21|14:27:38] 	Iter 32400 Done. | loss: 4.7628 | lr: 0.100000
[11.22.21|14:28:17] 	Iter 32500 Done. | loss: 4.4673 | lr: 0.100000
[11.22.21|14:28:55] 	Iter 32600 Done. | loss: 4.6371 | lr: 0.100000
[11.22.21|14:29:34] 	Iter 32700 Done. | loss: 3.9353 | lr: 0.100000
[11.22.21|14:30:13] 	Iter 32800 Done. | loss: 4.4391 | lr: 0.100000
[11.22.21|14:30:51] 	Iter 32900 Done. | loss: 4.9491 | lr: 0.100000
[11.22.21|14:31:30] 	Iter 33000 Done. | loss: 4.4280 | lr: 0.100000
[11.22.21|14:32:09] 	Iter 33100 Done. | loss: 4.4428 | lr: 0.100000
[11.22.21|14:32:47] 	Iter 33200 Done. | loss: 4.7704 | lr: 0.100000
[11.22.21|14:33:26] 	Iter 33300 Done. | loss: 4.6982 | lr: 0.100000
[11.22.21|14:34:04] 	Iter 33400 Done. | loss: 4.7043 | lr: 0.100000
[11.22.21|14:34:43] 	Iter 33500 Done. | loss: 4.0217 | lr: 0.100000
[11.22.21|14:35:22] 	Iter 33600 Done. | loss: 4.7225 | lr: 0.100000
[11.22.21|14:36:00] 	Iter 33700 Done. | loss: 4.3998 | lr: 0.100000
[11.22.21|14:36:39] 	Iter 33800 Done. | loss: 4.2260 | lr: 0.100000
[11.22.21|14:37:17] 	Iter 33900 Done. | loss: 4.6374 | lr: 0.100000
[11.22.21|14:37:56] 	Iter 34000 Done. | loss: 4.5357 | lr: 0.100000
[11.22.21|14:38:35] 	Iter 34100 Done. | loss: 4.2385 | lr: 0.100000
[11.22.21|14:39:13] 	Iter 34200 Done. | loss: 4.1577 | lr: 0.100000
[11.22.21|14:39:52] 	Iter 34300 Done. | loss: 3.8221 | lr: 0.100000
[11.22.21|14:40:31] 	Iter 34400 Done. | loss: 4.2020 | lr: 0.100000
[11.22.21|14:41:09] 	Iter 34500 Done. | loss: 4.0703 | lr: 0.100000
[11.22.21|14:41:48] 	Iter 34600 Done. | loss: 4.5388 | lr: 0.100000
[11.22.21|14:42:26] 	Iter 34700 Done. | loss: 4.0428 | lr: 0.100000
[11.22.21|14:43:05] 	Iter 34800 Done. | loss: 3.4367 | lr: 0.100000
[11.22.21|14:43:44] 	Iter 34900 Done. | loss: 4.0718 | lr: 0.100000
[11.22.21|14:44:22] 	Iter 35000 Done. | loss: 4.4992 | lr: 0.100000
[11.22.21|14:45:01] 	Iter 35100 Done. | loss: 4.6780 | lr: 0.100000
[11.22.21|14:45:39] 	Iter 35200 Done. | loss: 4.3802 | lr: 0.100000
[11.22.21|14:46:18] 	Iter 35300 Done. | loss: 4.7614 | lr: 0.100000
[11.22.21|14:46:57] 	Iter 35400 Done. | loss: 4.9288 | lr: 0.100000
[11.22.21|14:47:35] 	Iter 35500 Done. | loss: 4.2420 | lr: 0.100000
[11.22.21|14:48:14] 	Iter 35600 Done. | loss: 4.9182 | lr: 0.100000
[11.22.21|14:48:53] 	Iter 35700 Done. | loss: 4.6030 | lr: 0.100000
[11.22.21|14:49:31] 	Iter 35800 Done. | loss: 4.4625 | lr: 0.100000
[11.22.21|14:50:10] 	Iter 35900 Done. | loss: 4.7153 | lr: 0.100000
[11.22.21|14:50:48] 	Iter 36000 Done. | loss: 4.1501 | lr: 0.100000
[11.22.21|14:51:27] 	Iter 36100 Done. | loss: 4.1693 | lr: 0.100000
[11.22.21|14:52:06] 	Iter 36200 Done. | loss: 4.2774 | lr: 0.100000
[11.22.21|14:52:44] 	Iter 36300 Done. | loss: 4.6084 | lr: 0.100000
[11.22.21|14:53:23] 	Iter 36400 Done. | loss: 4.2517 | lr: 0.100000
[11.22.21|14:54:01] 	Iter 36500 Done. | loss: 4.5128 | lr: 0.100000
[11.22.21|14:54:40] 	Iter 36600 Done. | loss: 4.5125 | lr: 0.100000
[11.22.21|14:55:19] 	Iter 36700 Done. | loss: 4.2145 | lr: 0.100000
[11.22.21|14:55:57] 	Iter 36800 Done. | loss: 4.1737 | lr: 0.100000
[11.22.21|14:56:36] 	Iter 36900 Done. | loss: 4.7740 | lr: 0.100000
[11.22.21|14:57:14] 	Iter 37000 Done. | loss: 3.9827 | lr: 0.100000
[11.22.21|14:57:53] 	Iter 37100 Done. | loss: 4.0230 | lr: 0.100000
[11.22.21|14:58:32] 	Iter 37200 Done. | loss: 4.5539 | lr: 0.100000
[11.22.21|14:59:10] 	Iter 37300 Done. | loss: 4.4510 | lr: 0.100000
[11.22.21|14:59:49] 	Iter 37400 Done. | loss: 4.3065 | lr: 0.100000
[11.22.21|15:00:28] 	Iter 37500 Done. | loss: 5.0240 | lr: 0.100000
[11.22.21|15:00:53] 	mean_loss: 4.431871325138579
[11.22.21|15:00:53] Time consumption:
[11.22.21|15:00:53] Done.
[11.22.21|15:00:53] Eval epoch: 4
[11.22.21|15:03:30] 	mean_loss: 4.509573987689658
[11.22.21|15:03:31] 	Top1: 11.27%
[11.22.21|15:03:31] 	Top5: 27.91%
[11.22.21|15:03:31] Done.
[11.22.21|15:03:31] Training epoch: 5
[11.22.21|15:03:59] 	Iter 37600 Done. | loss: 4.5851 | lr: 0.100000
[11.22.21|15:05:25] 	Iter 37700 Done. | loss: 4.5452 | lr: 0.100000
[11.22.21|15:06:31] 	Iter 37800 Done. | loss: 3.8520 | lr: 0.100000
[11.22.21|15:07:46] 	Iter 37900 Done. | loss: 5.1234 | lr: 0.100000
[11.22.21|15:08:52] 	Iter 38000 Done. | loss: 4.0623 | lr: 0.100000
[11.22.21|15:09:55] 	Iter 38100 Done. | loss: 4.2015 | lr: 0.100000
[11.22.21|15:10:56] 	Iter 38200 Done. | loss: 4.6587 | lr: 0.100000
[11.22.21|15:12:01] 	Iter 38300 Done. | loss: 4.2300 | lr: 0.100000
[11.22.21|15:13:09] 	Iter 38400 Done. | loss: 4.0966 | lr: 0.100000
[11.22.21|15:14:48] 	Iter 38500 Done. | loss: 3.9506 | lr: 0.100000
[11.22.21|15:16:01] 	Iter 38600 Done. | loss: 4.2951 | lr: 0.100000
[11.22.21|15:17:24] 	Iter 38700 Done. | loss: 4.4959 | lr: 0.100000
[11.22.21|15:18:39] 	Iter 38800 Done. | loss: 4.4810 | lr: 0.100000
[11.22.21|15:19:50] 	Iter 38900 Done. | loss: 4.3673 | lr: 0.100000
[11.22.21|15:20:53] 	Iter 39000 Done. | loss: 4.5396 | lr: 0.100000
[11.22.21|15:22:04] 	Iter 39100 Done. | loss: 4.3933 | lr: 0.100000
[11.22.21|15:22:50] 	Iter 39200 Done. | loss: 4.4520 | lr: 0.100000
[11.22.21|15:23:50] 	Iter 39300 Done. | loss: 4.3460 | lr: 0.100000
[11.22.21|15:24:42] 	Iter 39400 Done. | loss: 4.2822 | lr: 0.100000
[11.22.21|15:25:37] 	Iter 39500 Done. | loss: 4.6231 | lr: 0.100000
[11.22.21|15:26:32] 	Iter 39600 Done. | loss: 4.5614 | lr: 0.100000
[11.22.21|15:27:22] 	Iter 39700 Done. | loss: 3.9057 | lr: 0.100000
[11.22.21|15:28:16] 	Iter 39800 Done. | loss: 4.1992 | lr: 0.100000
[11.22.21|15:29:05] 	Iter 39900 Done. | loss: 4.5508 | lr: 0.100000
[11.22.21|15:30:11] 	Iter 40000 Done. | loss: 4.7679 | lr: 0.100000
[11.22.21|15:30:58] 	Iter 40100 Done. | loss: 4.4860 | lr: 0.100000
[11.22.21|15:31:49] 	Iter 40200 Done. | loss: 3.9181 | lr: 0.100000
[11.22.21|15:32:44] 	Iter 40300 Done. | loss: 4.5205 | lr: 0.100000
[11.22.21|15:33:32] 	Iter 40400 Done. | loss: 4.2767 | lr: 0.100000
[11.22.21|15:34:18] 	Iter 40500 Done. | loss: 5.2426 | lr: 0.100000
[11.22.21|15:34:59] 	Iter 40600 Done. | loss: 4.5066 | lr: 0.100000
[11.22.21|15:35:42] 	Iter 40700 Done. | loss: 3.9606 | lr: 0.100000
[11.22.21|15:36:22] 	Iter 40800 Done. | loss: 4.4881 | lr: 0.100000
[11.22.21|15:37:04] 	Iter 40900 Done. | loss: 4.1630 | lr: 0.100000
[11.22.21|15:37:44] 	Iter 41000 Done. | loss: 4.0807 | lr: 0.100000
[11.22.21|15:38:27] 	Iter 41100 Done. | loss: 4.0811 | lr: 0.100000
[11.22.21|15:39:11] 	Iter 41200 Done. | loss: 4.2412 | lr: 0.100000
[11.22.21|15:39:51] 	Iter 41300 Done. | loss: 4.5583 | lr: 0.100000
[11.22.21|15:40:34] 	Iter 41400 Done. | loss: 4.0735 | lr: 0.100000
[11.22.21|15:41:13] 	Iter 41500 Done. | loss: 4.6090 | lr: 0.100000
[11.22.21|15:41:53] 	Iter 41600 Done. | loss: 3.6905 | lr: 0.100000
[11.22.21|15:42:32] 	Iter 41700 Done. | loss: 4.1147 | lr: 0.100000
[11.22.21|15:43:12] 	Iter 41800 Done. | loss: 4.4819 | lr: 0.100000
[11.22.21|15:43:51] 	Iter 41900 Done. | loss: 4.7400 | lr: 0.100000
[11.22.21|15:44:30] 	Iter 42000 Done. | loss: 4.3406 | lr: 0.100000
[11.22.21|15:45:11] 	Iter 42100 Done. | loss: 4.8372 | lr: 0.100000
[11.22.21|15:45:53] 	Iter 42200 Done. | loss: 4.3875 | lr: 0.100000
[11.22.21|15:46:38] 	Iter 42300 Done. | loss: 4.9696 | lr: 0.100000
[11.22.21|15:47:17] 	Iter 42400 Done. | loss: 3.7975 | lr: 0.100000
[11.22.21|15:47:55] 	Iter 42500 Done. | loss: 4.1236 | lr: 0.100000
[11.22.21|15:48:36] 	Iter 42600 Done. | loss: 4.4196 | lr: 0.100000
[11.22.21|15:49:14] 	Iter 42700 Done. | loss: 4.5341 | lr: 0.100000
[11.22.21|15:49:55] 	Iter 42800 Done. | loss: 4.3503 | lr: 0.100000
[11.22.21|15:50:35] 	Iter 42900 Done. | loss: 4.0697 | lr: 0.100000
[11.22.21|15:51:14] 	Iter 43000 Done. | loss: 4.0538 | lr: 0.100000
[11.22.21|15:51:53] 	Iter 43100 Done. | loss: 4.6498 | lr: 0.100000
[11.22.21|15:52:32] 	Iter 43200 Done. | loss: 4.0767 | lr: 0.100000
[11.22.21|15:53:10] 	Iter 43300 Done. | loss: 4.1158 | lr: 0.100000
[11.22.21|15:53:49] 	Iter 43400 Done. | loss: 4.2223 | lr: 0.100000
[11.22.21|15:54:28] 	Iter 43500 Done. | loss: 4.4557 | lr: 0.100000
[11.22.21|15:55:06] 	Iter 43600 Done. | loss: 4.8329 | lr: 0.100000
[11.22.21|15:55:45] 	Iter 43700 Done. | loss: 4.2948 | lr: 0.100000
[11.22.21|15:56:24] 	Iter 43800 Done. | loss: 3.9519 | lr: 0.100000
[11.22.21|15:57:02] 	Iter 43900 Done. | loss: 4.5210 | lr: 0.100000
[11.22.21|15:57:41] 	Iter 44000 Done. | loss: 3.8237 | lr: 0.100000
[11.22.21|15:58:20] 	Iter 44100 Done. | loss: 4.4515 | lr: 0.100000
[11.22.21|15:58:58] 	Iter 44200 Done. | loss: 3.9691 | lr: 0.100000
[11.22.21|15:59:37] 	Iter 44300 Done. | loss: 4.0925 | lr: 0.100000
[11.22.21|16:00:15] 	Iter 44400 Done. | loss: 4.3577 | lr: 0.100000
[11.22.21|16:00:54] 	Iter 44500 Done. | loss: 4.2908 | lr: 0.100000
[11.22.21|16:01:33] 	Iter 44600 Done. | loss: 3.8207 | lr: 0.100000
[11.22.21|16:02:11] 	Iter 44700 Done. | loss: 4.3354 | lr: 0.100000
[11.22.21|16:02:50] 	Iter 44800 Done. | loss: 4.0049 | lr: 0.100000
[11.22.21|16:03:29] 	Iter 44900 Done. | loss: 4.2398 | lr: 0.100000
[11.22.21|16:04:07] 	Iter 45000 Done. | loss: 4.0806 | lr: 0.100000
[11.22.21|16:04:38] 	mean_loss: 4.360906166067521
[11.22.21|16:04:38] Time consumption:
[11.22.21|16:04:38] Done.
[11.22.21|16:04:38] Training epoch: 6
[11.22.21|16:04:47] 	Iter 45100 Done. | loss: 4.5703 | lr: 0.100000
[11.22.21|16:05:26] 	Iter 45200 Done. | loss: 4.0975 | lr: 0.100000
[11.22.21|16:06:04] 	Iter 45300 Done. | loss: 4.1836 | lr: 0.100000
[11.22.21|16:06:43] 	Iter 45400 Done. | loss: 4.2868 | lr: 0.100000
[11.22.21|16:07:21] 	Iter 45500 Done. | loss: 4.3844 | lr: 0.100000
[11.22.21|16:08:00] 	Iter 45600 Done. | loss: 4.5149 | lr: 0.100000
[11.22.21|16:08:39] 	Iter 45700 Done. | loss: 4.2326 | lr: 0.100000
[11.22.21|16:09:17] 	Iter 45800 Done. | loss: 4.4411 | lr: 0.100000
[11.22.21|16:09:56] 	Iter 45900 Done. | loss: 4.2137 | lr: 0.100000
[11.22.21|16:10:34] 	Iter 46000 Done. | loss: 4.1315 | lr: 0.100000
[11.22.21|16:11:13] 	Iter 46100 Done. | loss: 4.1526 | lr: 0.100000
[11.22.21|16:11:52] 	Iter 46200 Done. | loss: 3.8625 | lr: 0.100000
[11.22.21|16:12:30] 	Iter 46300 Done. | loss: 4.1679 | lr: 0.100000
[11.22.21|16:13:09] 	Iter 46400 Done. | loss: 4.4923 | lr: 0.100000
[11.22.21|16:13:48] 	Iter 46500 Done. | loss: 4.7672 | lr: 0.100000
[11.22.21|16:14:26] 	Iter 46600 Done. | loss: 4.4441 | lr: 0.100000
[11.22.21|16:15:05] 	Iter 46700 Done. | loss: 4.4055 | lr: 0.100000
[11.22.21|16:15:43] 	Iter 46800 Done. | loss: 4.9015 | lr: 0.100000
[11.22.21|16:16:22] 	Iter 46900 Done. | loss: 4.5196 | lr: 0.100000
[11.22.21|16:17:01] 	Iter 47000 Done. | loss: 4.8233 | lr: 0.100000
[11.22.21|16:17:39] 	Iter 47100 Done. | loss: 4.3404 | lr: 0.100000
[11.22.21|16:18:18] 	Iter 47200 Done. | loss: 4.2821 | lr: 0.100000
[11.22.21|16:18:56] 	Iter 47300 Done. | loss: 4.5272 | lr: 0.100000
[11.22.21|16:19:35] 	Iter 47400 Done. | loss: 4.3956 | lr: 0.100000
[11.22.21|16:20:14] 	Iter 47500 Done. | loss: 3.8716 | lr: 0.100000
[11.22.21|16:20:52] 	Iter 47600 Done. | loss: 4.6368 | lr: 0.100000
[11.22.21|16:21:31] 	Iter 47700 Done. | loss: 3.7927 | lr: 0.100000
[11.22.21|16:22:10] 	Iter 47800 Done. | loss: 4.8392 | lr: 0.100000
[11.22.21|16:22:48] 	Iter 47900 Done. | loss: 4.0862 | lr: 0.100000
[11.22.21|16:23:27] 	Iter 48000 Done. | loss: 4.4328 | lr: 0.100000
[11.22.21|16:24:05] 	Iter 48100 Done. | loss: 4.1919 | lr: 0.100000
[11.22.21|16:24:44] 	Iter 48200 Done. | loss: 4.0573 | lr: 0.100000
[11.22.21|16:25:23] 	Iter 48300 Done. | loss: 4.3201 | lr: 0.100000
[11.22.21|16:26:01] 	Iter 48400 Done. | loss: 3.7418 | lr: 0.100000
[11.22.21|16:26:40] 	Iter 48500 Done. | loss: 4.2931 | lr: 0.100000
[11.22.21|16:27:18] 	Iter 48600 Done. | loss: 4.1664 | lr: 0.100000
[11.22.21|16:27:57] 	Iter 48700 Done. | loss: 4.3798 | lr: 0.100000
[11.22.21|16:28:36] 	Iter 48800 Done. | loss: 3.8907 | lr: 0.100000
[11.22.21|16:29:14] 	Iter 48900 Done. | loss: 4.4732 | lr: 0.100000
[11.22.21|16:29:53] 	Iter 49000 Done. | loss: 4.1099 | lr: 0.100000
[11.22.21|16:30:31] 	Iter 49100 Done. | loss: 4.0935 | lr: 0.100000
[11.22.21|16:31:10] 	Iter 49200 Done. | loss: 4.2097 | lr: 0.100000
[11.22.21|16:31:49] 	Iter 49300 Done. | loss: 4.7709 | lr: 0.100000
[11.22.21|16:32:27] 	Iter 49400 Done. | loss: 4.5582 | lr: 0.100000
[11.22.21|16:33:06] 	Iter 49500 Done. | loss: 4.5829 | lr: 0.100000
[11.22.21|16:33:45] 	Iter 49600 Done. | loss: 4.1650 | lr: 0.100000
[11.22.21|16:34:23] 	Iter 49700 Done. | loss: 4.1319 | lr: 0.100000
[11.22.21|16:35:02] 	Iter 49800 Done. | loss: 4.0672 | lr: 0.100000
[11.22.21|16:35:40] 	Iter 49900 Done. | loss: 3.8623 | lr: 0.100000
[11.22.21|16:36:19] 	Iter 50000 Done. | loss: 4.4170 | lr: 0.100000
[11.22.21|16:36:58] 	Iter 50100 Done. | loss: 3.7342 | lr: 0.100000
[11.22.21|16:37:36] 	Iter 50200 Done. | loss: 4.3123 | lr: 0.100000
[11.22.21|16:38:15] 	Iter 50300 Done. | loss: 4.4759 | lr: 0.100000
[11.22.21|16:38:53] 	Iter 50400 Done. | loss: 4.0184 | lr: 0.100000
[11.22.21|16:39:32] 	Iter 50500 Done. | loss: 4.6026 | lr: 0.100000
[11.22.21|16:40:11] 	Iter 50600 Done. | loss: 4.1655 | lr: 0.100000
[11.22.21|16:40:49] 	Iter 50700 Done. | loss: 4.1052 | lr: 0.100000
[11.22.21|16:41:28] 	Iter 50800 Done. | loss: 4.3332 | lr: 0.100000
[11.22.21|16:42:06] 	Iter 50900 Done. | loss: 4.0356 | lr: 0.100000
[11.22.21|16:42:45] 	Iter 51000 Done. | loss: 4.4827 | lr: 0.100000
[11.22.21|16:43:24] 	Iter 51100 Done. | loss: 4.2391 | lr: 0.100000
[11.22.21|16:44:02] 	Iter 51200 Done. | loss: 4.9222 | lr: 0.100000
[11.22.21|16:44:41] 	Iter 51300 Done. | loss: 4.2657 | lr: 0.100000
[11.22.21|16:45:19] 	Iter 51400 Done. | loss: 4.5431 | lr: 0.100000
[11.22.21|16:45:58] 	Iter 51500 Done. | loss: 3.6751 | lr: 0.100000
[11.22.21|16:46:37] 	Iter 51600 Done. | loss: 4.2601 | lr: 0.100000
[11.22.21|16:47:15] 	Iter 51700 Done. | loss: 4.4432 | lr: 0.100000
[11.22.21|16:47:54] 	Iter 51800 Done. | loss: 4.1980 | lr: 0.100000
[11.22.21|16:48:32] 	Iter 51900 Done. | loss: 4.6344 | lr: 0.100000
[11.22.21|16:49:11] 	Iter 52000 Done. | loss: 4.1975 | lr: 0.100000
[11.22.21|16:49:50] 	Iter 52100 Done. | loss: 4.8338 | lr: 0.100000
[11.22.21|16:50:28] 	Iter 52200 Done. | loss: 3.8957 | lr: 0.100000
[11.22.21|16:51:07] 	Iter 52300 Done. | loss: 4.8163 | lr: 0.100000
[11.22.21|16:51:46] 	Iter 52400 Done. | loss: 4.5341 | lr: 0.100000
[11.22.21|16:52:24] 	Iter 52500 Done. | loss: 4.3396 | lr: 0.100000
[11.22.21|16:53:00] 	mean_loss: 4.312336577217826
[11.22.21|16:53:00] Time consumption:
[11.22.21|16:53:00] Done.
[11.22.21|16:53:00] Training epoch: 7
[11.22.21|16:53:04] 	Iter 52600 Done. | loss: 4.3506 | lr: 0.100000
[11.22.21|16:53:42] 	Iter 52700 Done. | loss: 4.8020 | lr: 0.100000
[11.22.21|16:54:21] 	Iter 52800 Done. | loss: 4.3142 | lr: 0.100000
[11.22.21|16:55:00] 	Iter 52900 Done. | loss: 4.5855 | lr: 0.100000
[11.22.21|16:55:38] 	Iter 53000 Done. | loss: 4.1156 | lr: 0.100000
[11.22.21|16:56:17] 	Iter 53100 Done. | loss: 4.8941 | lr: 0.100000
[11.22.21|16:56:55] 	Iter 53200 Done. | loss: 4.1500 | lr: 0.100000
[11.22.21|16:57:34] 	Iter 53300 Done. | loss: 3.8070 | lr: 0.100000
[11.22.21|16:58:13] 	Iter 53400 Done. | loss: 3.9977 | lr: 0.100000
[11.22.21|16:58:51] 	Iter 53500 Done. | loss: 4.1704 | lr: 0.100000
[11.22.21|16:59:30] 	Iter 53600 Done. | loss: 4.4473 | lr: 0.100000
[11.22.21|17:00:08] 	Iter 53700 Done. | loss: 4.2848 | lr: 0.100000
[11.22.21|17:00:47] 	Iter 53800 Done. | loss: 4.1339 | lr: 0.100000
[11.22.21|17:01:26] 	Iter 53900 Done. | loss: 4.4905 | lr: 0.100000
[11.22.21|17:02:04] 	Iter 54000 Done. | loss: 4.0829 | lr: 0.100000
[11.22.21|17:02:43] 	Iter 54100 Done. | loss: 4.4498 | lr: 0.100000
[11.22.21|17:03:21] 	Iter 54200 Done. | loss: 4.6341 | lr: 0.100000
[11.22.21|17:04:00] 	Iter 54300 Done. | loss: 3.9643 | lr: 0.100000
[11.22.21|17:04:39] 	Iter 54400 Done. | loss: 4.8359 | lr: 0.100000
[11.22.21|17:05:17] 	Iter 54500 Done. | loss: 4.3044 | lr: 0.100000
[11.22.21|17:05:56] 	Iter 54600 Done. | loss: 3.9900 | lr: 0.100000
[11.22.21|17:06:35] 	Iter 54700 Done. | loss: 4.3716 | lr: 0.100000
[11.22.21|17:07:13] 	Iter 54800 Done. | loss: 4.4034 | lr: 0.100000
[11.22.21|17:07:52] 	Iter 54900 Done. | loss: 4.4969 | lr: 0.100000
[11.22.21|17:08:30] 	Iter 55000 Done. | loss: 4.8136 | lr: 0.100000
[11.22.21|17:09:09] 	Iter 55100 Done. | loss: 4.8344 | lr: 0.100000
[11.22.21|17:09:48] 	Iter 55200 Done. | loss: 4.7449 | lr: 0.100000
[11.22.21|17:10:26] 	Iter 55300 Done. | loss: 3.8957 | lr: 0.100000
[11.22.21|17:11:05] 	Iter 55400 Done. | loss: 4.2991 | lr: 0.100000
[11.22.21|17:11:43] 	Iter 55500 Done. | loss: 4.5691 | lr: 0.100000
[11.22.21|17:12:22] 	Iter 55600 Done. | loss: 4.3045 | lr: 0.100000
[11.22.21|17:13:01] 	Iter 55700 Done. | loss: 4.2512 | lr: 0.100000
[11.22.21|17:13:39] 	Iter 55800 Done. | loss: 4.1322 | lr: 0.100000
[11.22.21|17:14:18] 	Iter 55900 Done. | loss: 4.5834 | lr: 0.100000
[11.22.21|17:14:56] 	Iter 56000 Done. | loss: 4.0389 | lr: 0.100000
[11.22.21|17:15:35] 	Iter 56100 Done. | loss: 4.3418 | lr: 0.100000
[11.22.21|17:16:13] 	Iter 56200 Done. | loss: 4.3466 | lr: 0.100000
[11.22.21|17:16:52] 	Iter 56300 Done. | loss: 3.9381 | lr: 0.100000
[11.22.21|17:17:31] 	Iter 56400 Done. | loss: 4.3042 | lr: 0.100000
[11.22.21|17:18:09] 	Iter 56500 Done. | loss: 3.3239 | lr: 0.100000
[11.22.21|17:18:48] 	Iter 56600 Done. | loss: 4.0729 | lr: 0.100000
[11.22.21|17:19:26] 	Iter 56700 Done. | loss: 3.9455 | lr: 0.100000
[11.22.21|17:20:05] 	Iter 56800 Done. | loss: 4.3666 | lr: 0.100000
[11.22.21|17:20:43] 	Iter 56900 Done. | loss: 4.3564 | lr: 0.100000
[11.22.21|17:21:22] 	Iter 57000 Done. | loss: 4.3834 | lr: 0.100000
[11.22.21|17:22:01] 	Iter 57100 Done. | loss: 4.3756 | lr: 0.100000
[11.22.21|17:22:39] 	Iter 57200 Done. | loss: 4.9894 | lr: 0.100000
[11.22.21|17:23:18] 	Iter 57300 Done. | loss: 5.2357 | lr: 0.100000
[11.22.21|17:23:56] 	Iter 57400 Done. | loss: 4.4995 | lr: 0.100000
[11.22.21|17:24:35] 	Iter 57500 Done. | loss: 4.3561 | lr: 0.100000
[11.22.21|17:25:13] 	Iter 57600 Done. | loss: 4.6210 | lr: 0.100000
[11.22.21|17:25:52] 	Iter 57700 Done. | loss: 3.9571 | lr: 0.100000
[11.22.21|17:26:31] 	Iter 57800 Done. | loss: 3.9871 | lr: 0.100000
[11.22.21|17:27:09] 	Iter 57900 Done. | loss: 4.3497 | lr: 0.100000
[11.22.21|17:27:48] 	Iter 58000 Done. | loss: 4.1470 | lr: 0.100000
[11.22.21|17:28:26] 	Iter 58100 Done. | loss: 3.5667 | lr: 0.100000
[11.22.21|17:29:05] 	Iter 58200 Done. | loss: 5.1833 | lr: 0.100000
[11.22.21|17:29:43] 	Iter 58300 Done. | loss: 4.5058 | lr: 0.100000
[11.22.21|17:30:22] 	Iter 58400 Done. | loss: 4.2071 | lr: 0.100000
[11.22.21|17:31:01] 	Iter 58500 Done. | loss: 4.5820 | lr: 0.100000
[11.22.21|17:31:39] 	Iter 58600 Done. | loss: 4.5099 | lr: 0.100000
[11.22.21|17:32:18] 	Iter 58700 Done. | loss: 4.7003 | lr: 0.100000
[11.22.21|17:32:56] 	Iter 58800 Done. | loss: 4.2467 | lr: 0.100000
[11.22.21|17:33:35] 	Iter 58900 Done. | loss: 4.2475 | lr: 0.100000
[11.22.21|17:34:13] 	Iter 59000 Done. | loss: 4.4550 | lr: 0.100000
[11.22.21|17:34:52] 	Iter 59100 Done. | loss: 4.2195 | lr: 0.100000
[11.22.21|17:35:31] 	Iter 59200 Done. | loss: 3.9949 | lr: 0.100000
[11.22.21|17:36:09] 	Iter 59300 Done. | loss: 4.4844 | lr: 0.100000
[11.22.21|17:36:48] 	Iter 59400 Done. | loss: 4.4683 | lr: 0.100000
[11.22.21|17:37:26] 	Iter 59500 Done. | loss: 3.8399 | lr: 0.100000
[11.22.21|17:38:05] 	Iter 59600 Done. | loss: 3.9370 | lr: 0.100000
[11.22.21|17:38:43] 	Iter 59700 Done. | loss: 4.1984 | lr: 0.100000
[11.22.21|17:39:22] 	Iter 59800 Done. | loss: 4.6636 | lr: 0.100000
[11.22.21|17:40:01] 	Iter 59900 Done. | loss: 3.9531 | lr: 0.100000
[11.22.21|17:40:39] 	Iter 60000 Done. | loss: 3.5894 | lr: 0.100000
[11.22.21|17:41:18] 	Iter 60100 Done. | loss: 4.1118 | lr: 0.100000
[11.22.21|17:41:20] 	mean_loss: 4.274623929779904
[11.22.21|17:41:20] Time consumption:
[11.22.21|17:41:20] Done.
[11.22.21|17:41:20] Training epoch: 8
[11.22.21|17:41:57] 	Iter 60200 Done. | loss: 4.1556 | lr: 0.100000
[11.22.21|17:42:36] 	Iter 60300 Done. | loss: 3.9357 | lr: 0.100000
[11.22.21|17:43:14] 	Iter 60400 Done. | loss: 3.3843 | lr: 0.100000
[11.22.21|17:43:53] 	Iter 60500 Done. | loss: 4.0512 | lr: 0.100000
[11.22.21|17:44:32] 	Iter 60600 Done. | loss: 4.2341 | lr: 0.100000
[11.22.21|17:45:10] 	Iter 60700 Done. | loss: 4.3839 | lr: 0.100000
[11.22.21|17:45:49] 	Iter 60800 Done. | loss: 4.0815 | lr: 0.100000
[11.22.21|17:46:27] 	Iter 60900 Done. | loss: 4.3961 | lr: 0.100000
[11.22.21|17:47:06] 	Iter 61000 Done. | loss: 4.5153 | lr: 0.100000
[11.22.21|17:47:44] 	Iter 61100 Done. | loss: 4.4037 | lr: 0.100000
[11.22.21|17:48:23] 	Iter 61200 Done. | loss: 4.0756 | lr: 0.100000
[11.22.21|17:49:02] 	Iter 61300 Done. | loss: 4.1257 | lr: 0.100000
[11.22.21|17:49:40] 	Iter 61400 Done. | loss: 4.4198 | lr: 0.100000
[11.22.21|17:50:19] 	Iter 61500 Done. | loss: 4.4170 | lr: 0.100000
[11.22.21|17:50:57] 	Iter 61600 Done. | loss: 3.9756 | lr: 0.100000
[11.22.21|17:51:36] 	Iter 61700 Done. | loss: 3.9236 | lr: 0.100000
[11.22.21|17:52:14] 	Iter 61800 Done. | loss: 4.3439 | lr: 0.100000
[11.22.21|17:52:53] 	Iter 61900 Done. | loss: 4.2033 | lr: 0.100000
[11.22.21|17:53:32] 	Iter 62000 Done. | loss: 3.7581 | lr: 0.100000
[11.22.21|17:54:10] 	Iter 62100 Done. | loss: 3.6853 | lr: 0.100000
[11.22.21|17:54:49] 	Iter 62200 Done. | loss: 3.9510 | lr: 0.100000
[11.22.21|17:55:27] 	Iter 62300 Done. | loss: 3.9946 | lr: 0.100000
[11.22.21|17:56:06] 	Iter 62400 Done. | loss: 4.1272 | lr: 0.100000
[11.22.21|17:56:45] 	Iter 62500 Done. | loss: 3.9374 | lr: 0.100000
[11.22.21|17:57:23] 	Iter 62600 Done. | loss: 4.4440 | lr: 0.100000
[11.22.21|17:58:02] 	Iter 62700 Done. | loss: 4.4048 | lr: 0.100000
[11.22.21|17:58:40] 	Iter 62800 Done. | loss: 4.1996 | lr: 0.100000
[11.22.21|17:59:19] 	Iter 62900 Done. | loss: 4.0848 | lr: 0.100000
[11.22.21|17:59:57] 	Iter 63000 Done. | loss: 4.0075 | lr: 0.100000
[11.22.21|18:00:36] 	Iter 63100 Done. | loss: 3.6016 | lr: 0.100000
[11.22.21|18:01:15] 	Iter 63200 Done. | loss: 4.4482 | lr: 0.100000
[11.22.21|18:01:53] 	Iter 63300 Done. | loss: 4.3081 | lr: 0.100000
[11.22.21|18:02:32] 	Iter 63400 Done. | loss: 5.0837 | lr: 0.100000
[11.22.21|18:03:10] 	Iter 63500 Done. | loss: 4.3632 | lr: 0.100000
[11.22.21|18:03:49] 	Iter 63600 Done. | loss: 3.9331 | lr: 0.100000
[11.22.21|18:04:27] 	Iter 63700 Done. | loss: 4.4194 | lr: 0.100000
[11.22.21|18:05:06] 	Iter 63800 Done. | loss: 4.1220 | lr: 0.100000
[11.22.21|18:05:45] 	Iter 63900 Done. | loss: 4.3147 | lr: 0.100000
[11.22.21|18:06:23] 	Iter 64000 Done. | loss: 4.2978 | lr: 0.100000
[11.22.21|18:07:02] 	Iter 64100 Done. | loss: 4.2484 | lr: 0.100000
[11.22.21|18:07:40] 	Iter 64200 Done. | loss: 4.4259 | lr: 0.100000
[11.22.21|18:08:19] 	Iter 64300 Done. | loss: 3.8295 | lr: 0.100000
[11.22.21|18:08:57] 	Iter 64400 Done. | loss: 4.8388 | lr: 0.100000
[11.22.21|18:09:36] 	Iter 64500 Done. | loss: 4.2573 | lr: 0.100000
[11.22.21|18:10:15] 	Iter 64600 Done. | loss: 4.4558 | lr: 0.100000
[11.22.21|18:10:53] 	Iter 64700 Done. | loss: 4.0759 | lr: 0.100000
[11.22.21|18:11:32] 	Iter 64800 Done. | loss: 4.1414 | lr: 0.100000
[11.22.21|18:12:10] 	Iter 64900 Done. | loss: 4.2526 | lr: 0.100000
[11.22.21|18:12:49] 	Iter 65000 Done. | loss: 4.3650 | lr: 0.100000
[11.22.21|18:13:27] 	Iter 65100 Done. | loss: 4.3204 | lr: 0.100000
[11.22.21|18:14:06] 	Iter 65200 Done. | loss: 4.1149 | lr: 0.100000
[11.22.21|18:14:45] 	Iter 65300 Done. | loss: 3.9254 | lr: 0.100000
[11.22.21|18:15:23] 	Iter 65400 Done. | loss: 4.3544 | lr: 0.100000
[11.22.21|18:16:02] 	Iter 65500 Done. | loss: 4.6523 | lr: 0.100000
[11.22.21|18:16:40] 	Iter 65600 Done. | loss: 4.2827 | lr: 0.100000
[11.22.21|18:17:19] 	Iter 65700 Done. | loss: 3.9705 | lr: 0.100000
[11.22.21|18:17:58] 	Iter 65800 Done. | loss: 4.3959 | lr: 0.100000
[11.22.21|18:18:36] 	Iter 65900 Done. | loss: 4.1676 | lr: 0.100000
[11.22.21|18:19:15] 	Iter 66000 Done. | loss: 4.4513 | lr: 0.100000
[11.22.21|18:19:53] 	Iter 66100 Done. | loss: 4.4117 | lr: 0.100000
[11.22.21|18:20:32] 	Iter 66200 Done. | loss: 4.3287 | lr: 0.100000
[11.22.21|18:21:10] 	Iter 66300 Done. | loss: 4.4805 | lr: 0.100000
[11.22.21|18:21:49] 	Iter 66400 Done. | loss: 4.2984 | lr: 0.100000
[11.22.21|18:22:28] 	Iter 66500 Done. | loss: 4.0273 | lr: 0.100000
[11.22.21|18:23:06] 	Iter 66600 Done. | loss: 4.2536 | lr: 0.100000
[11.22.21|18:23:45] 	Iter 66700 Done. | loss: 4.9217 | lr: 0.100000
[11.22.21|18:24:23] 	Iter 66800 Done. | loss: 4.2708 | lr: 0.100000
[11.22.21|18:25:02] 	Iter 66900 Done. | loss: 3.9923 | lr: 0.100000
[11.22.21|18:25:40] 	Iter 67000 Done. | loss: 4.3463 | lr: 0.100000
[11.22.21|18:26:19] 	Iter 67100 Done. | loss: 4.5790 | lr: 0.100000
[11.22.21|18:26:58] 	Iter 67200 Done. | loss: 4.5869 | lr: 0.100000
[11.22.21|18:27:36] 	Iter 67300 Done. | loss: 4.1923 | lr: 0.100000
[11.22.21|18:28:15] 	Iter 67400 Done. | loss: 3.8184 | lr: 0.100000
[11.22.21|18:28:53] 	Iter 67500 Done. | loss: 4.1202 | lr: 0.100000
[11.22.21|18:29:32] 	Iter 67600 Done. | loss: 3.9402 | lr: 0.100000
[11.22.21|18:29:39] 	mean_loss: 4.247976895989487
[11.22.21|18:29:39] Time consumption:
[11.22.21|18:29:39] Done.
[11.22.21|18:29:39] Training epoch: 9
[11.22.21|18:30:11] 	Iter 67700 Done. | loss: 3.7067 | lr: 0.100000
[11.22.21|18:30:50] 	Iter 67800 Done. | loss: 4.4623 | lr: 0.100000
[11.22.21|18:31:28] 	Iter 67900 Done. | loss: 3.5216 | lr: 0.100000
[11.22.21|18:32:07] 	Iter 68000 Done. | loss: 4.0355 | lr: 0.100000
[11.22.21|18:32:46] 	Iter 68100 Done. | loss: 4.3589 | lr: 0.100000
[11.22.21|18:33:24] 	Iter 68200 Done. | loss: 4.0762 | lr: 0.100000
[11.22.21|18:34:03] 	Iter 68300 Done. | loss: 4.3545 | lr: 0.100000
[11.22.21|18:34:41] 	Iter 68400 Done. | loss: 4.6976 | lr: 0.100000
[11.22.21|18:35:20] 	Iter 68500 Done. | loss: 4.7150 | lr: 0.100000
[11.22.21|18:35:59] 	Iter 68600 Done. | loss: 4.2187 | lr: 0.100000
[11.22.21|18:36:37] 	Iter 68700 Done. | loss: 4.8643 | lr: 0.100000
[11.22.21|18:37:16] 	Iter 68800 Done. | loss: 4.3152 | lr: 0.100000
[11.22.21|18:37:54] 	Iter 68900 Done. | loss: 4.1497 | lr: 0.100000
[11.22.21|18:38:33] 	Iter 69000 Done. | loss: 4.7110 | lr: 0.100000
[11.22.21|18:39:11] 	Iter 69100 Done. | loss: 4.2102 | lr: 0.100000
[11.22.21|18:39:50] 	Iter 69200 Done. | loss: 4.7212 | lr: 0.100000
[11.22.21|18:40:29] 	Iter 69300 Done. | loss: 4.1615 | lr: 0.100000
[11.22.21|18:41:07] 	Iter 69400 Done. | loss: 3.9533 | lr: 0.100000
[11.22.21|18:41:46] 	Iter 69500 Done. | loss: 4.0715 | lr: 0.100000
[11.22.21|18:42:24] 	Iter 69600 Done. | loss: 4.4419 | lr: 0.100000
[11.22.21|18:43:03] 	Iter 69700 Done. | loss: 4.6226 | lr: 0.100000
[11.22.21|18:43:41] 	Iter 69800 Done. | loss: 4.2124 | lr: 0.100000
[11.22.21|18:44:20] 	Iter 69900 Done. | loss: 3.8012 | lr: 0.100000
[11.22.21|18:44:59] 	Iter 70000 Done. | loss: 4.2076 | lr: 0.100000
[11.22.21|18:45:37] 	Iter 70100 Done. | loss: 4.1374 | lr: 0.100000
[11.22.21|18:46:16] 	Iter 70200 Done. | loss: 4.3034 | lr: 0.100000
[11.22.21|18:46:54] 	Iter 70300 Done. | loss: 4.8385 | lr: 0.100000
[11.22.21|18:47:33] 	Iter 70400 Done. | loss: 4.0023 | lr: 0.100000
[11.22.21|18:48:12] 	Iter 70500 Done. | loss: 4.6930 | lr: 0.100000
[11.22.21|18:48:50] 	Iter 70600 Done. | loss: 4.1759 | lr: 0.100000
[11.22.21|18:49:29] 	Iter 70700 Done. | loss: 4.2835 | lr: 0.100000
[11.22.21|18:50:08] 	Iter 70800 Done. | loss: 4.5942 | lr: 0.100000
[11.22.21|18:50:46] 	Iter 70900 Done. | loss: 4.4560 | lr: 0.100000
[11.22.21|18:51:25] 	Iter 71000 Done. | loss: 3.7863 | lr: 0.100000
[11.22.21|18:52:04] 	Iter 71100 Done. | loss: 4.0144 | lr: 0.100000
[11.22.21|18:52:42] 	Iter 71200 Done. | loss: 4.5063 | lr: 0.100000
[11.22.21|18:53:21] 	Iter 71300 Done. | loss: 4.1913 | lr: 0.100000
[11.22.21|18:53:59] 	Iter 71400 Done. | loss: 4.5640 | lr: 0.100000
[11.22.21|18:54:38] 	Iter 71500 Done. | loss: 4.6711 | lr: 0.100000
[11.22.21|18:55:17] 	Iter 71600 Done. | loss: 3.8300 | lr: 0.100000
[11.22.21|18:55:55] 	Iter 71700 Done. | loss: 4.3444 | lr: 0.100000
[11.22.21|18:56:34] 	Iter 71800 Done. | loss: 4.7326 | lr: 0.100000
[11.22.21|18:57:12] 	Iter 71900 Done. | loss: 3.7978 | lr: 0.100000
[11.22.21|18:57:51] 	Iter 72000 Done. | loss: 4.1783 | lr: 0.100000
[11.22.21|18:58:30] 	Iter 72100 Done. | loss: 3.4248 | lr: 0.100000
[11.22.21|18:59:08] 	Iter 72200 Done. | loss: 3.9510 | lr: 0.100000
[11.22.21|18:59:47] 	Iter 72300 Done. | loss: 3.9838 | lr: 0.100000
[11.22.21|19:00:25] 	Iter 72400 Done. | loss: 4.4436 | lr: 0.100000
[11.22.21|19:01:04] 	Iter 72500 Done. | loss: 4.1429 | lr: 0.100000
[11.22.21|19:01:43] 	Iter 72600 Done. | loss: 4.2322 | lr: 0.100000
[11.22.21|19:02:21] 	Iter 72700 Done. | loss: 4.1382 | lr: 0.100000
[11.22.21|19:03:00] 	Iter 72800 Done. | loss: 4.5625 | lr: 0.100000
[11.22.21|19:03:39] 	Iter 72900 Done. | loss: 3.9891 | lr: 0.100000
[11.22.21|19:04:17] 	Iter 73000 Done. | loss: 4.4593 | lr: 0.100000
[11.22.21|19:04:56] 	Iter 73100 Done. | loss: 4.0391 | lr: 0.100000
[11.22.21|19:05:34] 	Iter 73200 Done. | loss: 4.6958 | lr: 0.100000
[11.22.21|19:06:13] 	Iter 73300 Done. | loss: 4.5586 | lr: 0.100000
[11.22.21|19:06:52] 	Iter 73400 Done. | loss: 4.2551 | lr: 0.100000
[11.22.21|19:07:30] 	Iter 73500 Done. | loss: 4.7799 | lr: 0.100000
[11.22.21|19:08:09] 	Iter 73600 Done. | loss: 4.7390 | lr: 0.100000
[11.22.21|19:08:48] 	Iter 73700 Done. | loss: 3.9336 | lr: 0.100000
[11.22.21|19:09:26] 	Iter 73800 Done. | loss: 4.0886 | lr: 0.100000
[11.22.21|19:10:05] 	Iter 73900 Done. | loss: 4.4123 | lr: 0.100000
[11.22.21|19:10:44] 	Iter 74000 Done. | loss: 3.6385 | lr: 0.100000
[11.22.21|19:11:22] 	Iter 74100 Done. | loss: 3.9058 | lr: 0.100000
[11.22.21|19:12:01] 	Iter 74200 Done. | loss: 4.5258 | lr: 0.100000
[11.22.21|19:12:39] 	Iter 74300 Done. | loss: 4.9343 | lr: 0.100000
[11.22.21|19:13:18] 	Iter 74400 Done. | loss: 4.7776 | lr: 0.100000
[11.22.21|19:13:57] 	Iter 74500 Done. | loss: 3.5501 | lr: 0.100000
[11.22.21|19:14:35] 	Iter 74600 Done. | loss: 4.0307 | lr: 0.100000
[11.22.21|19:15:14] 	Iter 74700 Done. | loss: 4.7172 | lr: 0.100000
[11.22.21|19:15:52] 	Iter 74800 Done. | loss: 3.6432 | lr: 0.100000
[11.22.21|19:16:31] 	Iter 74900 Done. | loss: 4.0485 | lr: 0.100000
[11.22.21|19:17:09] 	Iter 75000 Done. | loss: 4.1621 | lr: 0.100000
[11.22.21|19:17:48] 	Iter 75100 Done. | loss: 4.3648 | lr: 0.100000
[11.22.21|19:18:00] 	mean_loss: 4.224344915038147
[11.22.21|19:18:00] Time consumption:
[11.22.21|19:18:00] Done.
[11.22.21|19:18:00] The model has been saved as elias/epoch10_model.pt.
[11.22.21|19:18:00] Eval epoch: 9
[11.22.21|19:20:35] 	mean_loss: 4.351351412509678
[11.22.21|19:20:35] 	Top1: 13.34%
[11.22.21|19:20:36] 	Top5: 31.31%
[11.22.21|19:20:36] Done.
[11.22.21|19:20:36] Training epoch: 10
[11.22.21|19:21:03] 	Iter 75200 Done. | loss: 4.1149 | lr: 0.100000
[11.22.21|19:21:42] 	Iter 75300 Done. | loss: 4.2647 | lr: 0.100000
[11.22.21|19:22:20] 	Iter 75400 Done. | loss: 3.9852 | lr: 0.100000
[11.22.21|19:22:59] 	Iter 75500 Done. | loss: 4.1009 | lr: 0.100000
[11.22.21|19:23:38] 	Iter 75600 Done. | loss: 4.2321 | lr: 0.100000
[11.22.21|19:24:16] 	Iter 75700 Done. | loss: 4.1087 | lr: 0.100000
[11.22.21|19:24:55] 	Iter 75800 Done. | loss: 3.9832 | lr: 0.100000
[11.22.21|19:25:33] 	Iter 75900 Done. | loss: 4.0582 | lr: 0.100000
[11.22.21|19:26:12] 	Iter 76000 Done. | loss: 4.1230 | lr: 0.100000
[11.22.21|19:26:51] 	Iter 76100 Done. | loss: 4.1656 | lr: 0.100000
[11.22.21|19:27:29] 	Iter 76200 Done. | loss: 4.3101 | lr: 0.100000
[11.22.21|19:28:08] 	Iter 76300 Done. | loss: 4.4645 | lr: 0.100000
[11.22.21|19:28:46] 	Iter 76400 Done. | loss: 4.2316 | lr: 0.100000
[11.22.21|19:29:25] 	Iter 76500 Done. | loss: 4.5709 | lr: 0.100000
[11.22.21|19:30:03] 	Iter 76600 Done. | loss: 3.6677 | lr: 0.100000
[11.22.21|19:30:42] 	Iter 76700 Done. | loss: 3.7844 | lr: 0.100000
[11.22.21|19:31:21] 	Iter 76800 Done. | loss: 3.9883 | lr: 0.100000
[11.22.21|19:31:59] 	Iter 76900 Done. | loss: 3.9239 | lr: 0.100000
[11.22.21|19:32:38] 	Iter 77000 Done. | loss: 4.0613 | lr: 0.100000
[11.22.21|19:33:20] 	Iter 77100 Done. | loss: 4.4059 | lr: 0.100000
[11.22.21|19:33:59] 	Iter 77200 Done. | loss: 4.1927 | lr: 0.100000
[11.22.21|19:34:37] 	Iter 77300 Done. | loss: 4.3065 | lr: 0.100000
[11.22.21|19:35:16] 	Iter 77400 Done. | loss: 4.6048 | lr: 0.100000
[11.22.21|19:35:54] 	Iter 77500 Done. | loss: 3.8852 | lr: 0.100000
[11.22.21|19:36:33] 	Iter 77600 Done. | loss: 3.7166 | lr: 0.100000
[11.22.21|19:37:11] 	Iter 77700 Done. | loss: 3.8505 | lr: 0.100000
[11.22.21|19:37:50] 	Iter 77800 Done. | loss: 4.6034 | lr: 0.100000
[11.22.21|19:38:29] 	Iter 77900 Done. | loss: 4.6154 | lr: 0.100000
[11.22.21|19:39:08] 	Iter 78000 Done. | loss: 4.6327 | lr: 0.100000
[11.22.21|19:39:47] 	Iter 78100 Done. | loss: 4.0957 | lr: 0.100000
[11.22.21|19:40:25] 	Iter 78200 Done. | loss: 4.1377 | lr: 0.100000
[11.22.21|19:41:04] 	Iter 78300 Done. | loss: 3.9239 | lr: 0.100000
[11.22.21|19:41:43] 	Iter 78400 Done. | loss: 4.5486 | lr: 0.100000
[11.22.21|19:42:22] 	Iter 78500 Done. | loss: 4.1855 | lr: 0.100000
[11.22.21|19:43:00] 	Iter 78600 Done. | loss: 4.6316 | lr: 0.100000
[11.22.21|19:43:39] 	Iter 78700 Done. | loss: 4.1407 | lr: 0.100000
[11.22.21|19:44:18] 	Iter 78800 Done. | loss: 3.9343 | lr: 0.100000
[11.22.21|19:44:56] 	Iter 78900 Done. | loss: 4.4753 | lr: 0.100000
[11.22.21|19:45:35] 	Iter 79000 Done. | loss: 4.1583 | lr: 0.100000
[11.22.21|19:46:13] 	Iter 79100 Done. | loss: 3.9007 | lr: 0.100000
[11.22.21|19:46:52] 	Iter 79200 Done. | loss: 4.3141 | lr: 0.100000
[11.22.21|19:47:31] 	Iter 79300 Done. | loss: 4.2175 | lr: 0.100000
[11.22.21|19:48:09] 	Iter 79400 Done. | loss: 3.6454 | lr: 0.100000
[11.22.21|19:48:48] 	Iter 79500 Done. | loss: 4.4675 | lr: 0.100000
[11.22.21|19:49:27] 	Iter 79600 Done. | loss: 3.7088 | lr: 0.100000
[11.22.21|19:50:05] 	Iter 79700 Done. | loss: 3.7890 | lr: 0.100000
[11.22.21|19:50:45] 	Iter 79800 Done. | loss: 4.2283 | lr: 0.100000
[11.22.21|19:51:24] 	Iter 79900 Done. | loss: 3.9923 | lr: 0.100000
[11.22.21|19:52:05] 	Iter 80000 Done. | loss: 4.4178 | lr: 0.100000
[11.22.21|19:52:44] 	Iter 80100 Done. | loss: 3.7491 | lr: 0.100000
[11.22.21|19:53:22] 	Iter 80200 Done. | loss: 4.2334 | lr: 0.100000
[11.22.21|19:54:02] 	Iter 80300 Done. | loss: 4.8743 | lr: 0.100000
[11.22.21|19:54:44] 	Iter 80400 Done. | loss: 4.4131 | lr: 0.100000
[11.22.21|19:55:25] 	Iter 80500 Done. | loss: 3.6353 | lr: 0.100000
[11.22.21|19:56:06] 	Iter 80600 Done. | loss: 4.1520 | lr: 0.100000
[11.22.21|19:56:45] 	Iter 80700 Done. | loss: 4.3095 | lr: 0.100000
[11.22.21|19:57:24] 	Iter 80800 Done. | loss: 4.0630 | lr: 0.100000
[11.22.21|19:58:07] 	Iter 80900 Done. | loss: 4.4846 | lr: 0.100000
[11.22.21|19:58:46] 	Iter 81000 Done. | loss: 4.5282 | lr: 0.100000
[11.22.21|19:59:26] 	Iter 81100 Done. | loss: 4.2442 | lr: 0.100000
[11.22.21|20:00:05] 	Iter 81200 Done. | loss: 4.0099 | lr: 0.100000
[11.22.21|20:00:44] 	Iter 81300 Done. | loss: 4.6396 | lr: 0.100000
[11.22.21|20:01:22] 	Iter 81400 Done. | loss: 3.8939 | lr: 0.100000
[11.22.21|20:02:03] 	Iter 81500 Done. | loss: 3.7531 | lr: 0.100000
[11.22.21|20:02:41] 	Iter 81600 Done. | loss: 4.3979 | lr: 0.100000
[11.22.21|20:03:21] 	Iter 81700 Done. | loss: 4.2204 | lr: 0.100000
[11.22.21|20:04:00] 	Iter 81800 Done. | loss: 3.7374 | lr: 0.100000
[11.22.21|20:04:41] 	Iter 81900 Done. | loss: 4.0955 | lr: 0.100000
[11.22.21|20:05:20] 	Iter 82000 Done. | loss: 4.0773 | lr: 0.100000
[11.22.21|20:06:02] 	Iter 82100 Done. | loss: 4.2924 | lr: 0.100000
[11.22.21|20:06:42] 	Iter 82200 Done. | loss: 4.1555 | lr: 0.100000
[11.22.21|20:07:20] 	Iter 82300 Done. | loss: 4.1567 | lr: 0.100000
[11.22.21|20:07:59] 	Iter 82400 Done. | loss: 4.1985 | lr: 0.100000
[11.22.21|20:08:38] 	Iter 82500 Done. | loss: 4.0063 | lr: 0.100000
[11.22.21|20:09:16] 	Iter 82600 Done. | loss: 4.2062 | lr: 0.100000
[11.22.21|20:09:33] 	mean_loss: 4.206326390905798
[11.22.21|20:09:33] Time consumption:
[11.22.21|20:09:33] Done.
[11.22.21|20:09:33] Training epoch: 11
[11.22.21|20:09:56] 	Iter 82700 Done. | loss: 3.7328 | lr: 0.100000
[11.22.21|20:10:34] 	Iter 82800 Done. | loss: 3.5222 | lr: 0.100000
[11.22.21|20:11:13] 	Iter 82900 Done. | loss: 4.5020 | lr: 0.100000
[11.22.21|20:11:52] 	Iter 83000 Done. | loss: 3.7482 | lr: 0.100000
[11.22.21|20:12:31] 	Iter 83100 Done. | loss: 3.9078 | lr: 0.100000
[11.22.21|20:13:09] 	Iter 83200 Done. | loss: 4.0770 | lr: 0.100000
[11.22.21|20:13:48] 	Iter 83300 Done. | loss: 4.0644 | lr: 0.100000
[11.22.21|20:14:27] 	Iter 83400 Done. | loss: 4.6847 | lr: 0.100000
[11.22.21|20:15:05] 	Iter 83500 Done. | loss: 4.4624 | lr: 0.100000
[11.22.21|20:15:44] 	Iter 83600 Done. | loss: 4.4070 | lr: 0.100000
[11.22.21|20:16:22] 	Iter 83700 Done. | loss: 3.9335 | lr: 0.100000
[11.22.21|20:17:01] 	Iter 83800 Done. | loss: 4.1655 | lr: 0.100000
[11.22.21|20:17:40] 	Iter 83900 Done. | loss: 5.1085 | lr: 0.100000
[11.22.21|20:18:18] 	Iter 84000 Done. | loss: 4.2172 | lr: 0.100000
[11.22.21|20:18:57] 	Iter 84100 Done. | loss: 4.6488 | lr: 0.100000
[11.22.21|20:19:36] 	Iter 84200 Done. | loss: 4.3133 | lr: 0.100000
[11.22.21|20:20:14] 	Iter 84300 Done. | loss: 4.8311 | lr: 0.100000
[11.22.21|20:20:53] 	Iter 84400 Done. | loss: 3.6178 | lr: 0.100000
[11.22.21|20:21:32] 	Iter 84500 Done. | loss: 4.5491 | lr: 0.100000
[11.22.21|20:22:10] 	Iter 84600 Done. | loss: 4.3082 | lr: 0.100000
[11.22.21|20:22:49] 	Iter 84700 Done. | loss: 3.4569 | lr: 0.100000
[11.22.21|20:23:28] 	Iter 84800 Done. | loss: 4.0196 | lr: 0.100000
[11.22.21|20:24:07] 	Iter 84900 Done. | loss: 4.7062 | lr: 0.100000
[11.22.21|20:24:45] 	Iter 85000 Done. | loss: 4.2353 | lr: 0.100000
[11.22.21|20:25:24] 	Iter 85100 Done. | loss: 3.9268 | lr: 0.100000
[11.22.21|20:26:03] 	Iter 85200 Done. | loss: 4.1976 | lr: 0.100000
[11.22.21|20:26:41] 	Iter 85300 Done. | loss: 4.1388 | lr: 0.100000
[11.22.21|20:27:20] 	Iter 85400 Done. | loss: 3.9966 | lr: 0.100000
[11.22.21|20:27:58] 	Iter 85500 Done. | loss: 4.0903 | lr: 0.100000
[11.22.21|20:28:37] 	Iter 85600 Done. | loss: 4.2915 | lr: 0.100000
[11.22.21|20:29:15] 	Iter 85700 Done. | loss: 3.9086 | lr: 0.100000
[11.22.21|20:29:54] 	Iter 85800 Done. | loss: 4.4136 | lr: 0.100000
[11.22.21|20:30:33] 	Iter 85900 Done. | loss: 4.2113 | lr: 0.100000
[11.22.21|20:31:11] 	Iter 86000 Done. | loss: 3.2330 | lr: 0.100000
[11.22.21|20:31:50] 	Iter 86100 Done. | loss: 4.3312 | lr: 0.100000
[11.22.21|20:32:28] 	Iter 86200 Done. | loss: 4.1941 | lr: 0.100000
[11.22.21|20:33:07] 	Iter 86300 Done. | loss: 4.0097 | lr: 0.100000
[11.22.21|20:33:46] 	Iter 86400 Done. | loss: 4.1268 | lr: 0.100000
[11.22.21|20:34:24] 	Iter 86500 Done. | loss: 3.7198 | lr: 0.100000
[11.22.21|20:35:03] 	Iter 86600 Done. | loss: 4.5823 | lr: 0.100000
[11.22.21|20:35:41] 	Iter 86700 Done. | loss: 4.3850 | lr: 0.100000
[11.22.21|20:36:20] 	Iter 86800 Done. | loss: 4.1588 | lr: 0.100000
[11.22.21|20:36:58] 	Iter 86900 Done. | loss: 4.5470 | lr: 0.100000
[11.22.21|20:37:37] 	Iter 87000 Done. | loss: 4.0343 | lr: 0.100000
[11.22.21|20:38:16] 	Iter 87100 Done. | loss: 4.4080 | lr: 0.100000
[11.22.21|20:38:54] 	Iter 87200 Done. | loss: 4.7282 | lr: 0.100000
[11.22.21|20:39:33] 	Iter 87300 Done. | loss: 4.3090 | lr: 0.100000
[11.22.21|20:40:11] 	Iter 87400 Done. | loss: 4.0390 | lr: 0.100000
[11.22.21|20:40:50] 	Iter 87500 Done. | loss: 3.9425 | lr: 0.100000
[11.22.21|20:41:29] 	Iter 87600 Done. | loss: 4.3659 | lr: 0.100000
[11.22.21|20:42:07] 	Iter 87700 Done. | loss: 4.7859 | lr: 0.100000
[11.22.21|20:42:46] 	Iter 87800 Done. | loss: 4.1894 | lr: 0.100000
[11.22.21|20:43:24] 	Iter 87900 Done. | loss: 4.1415 | lr: 0.100000
[11.22.21|20:44:03] 	Iter 88000 Done. | loss: 4.6073 | lr: 0.100000
[11.22.21|20:44:42] 	Iter 88100 Done. | loss: 3.5871 | lr: 0.100000
[11.22.21|20:45:20] 	Iter 88200 Done. | loss: 3.9014 | lr: 0.100000
[11.22.21|20:45:59] 	Iter 88300 Done. | loss: 4.9186 | lr: 0.100000
[11.22.21|20:46:38] 	Iter 88400 Done. | loss: 4.6309 | lr: 0.100000
[11.22.21|20:47:16] 	Iter 88500 Done. | loss: 4.0423 | lr: 0.100000
[11.22.21|20:47:55] 	Iter 88600 Done. | loss: 4.2574 | lr: 0.100000
[11.22.21|20:48:33] 	Iter 88700 Done. | loss: 3.9465 | lr: 0.100000
[11.22.21|20:49:13] 	Iter 88800 Done. | loss: 3.5956 | lr: 0.100000
[11.22.21|20:49:51] 	Iter 88900 Done. | loss: 4.6226 | lr: 0.100000
[11.22.21|20:50:30] 	Iter 89000 Done. | loss: 4.3225 | lr: 0.100000
[11.22.21|20:51:09] 	Iter 89100 Done. | loss: 4.0699 | lr: 0.100000
[11.22.21|20:51:48] 	Iter 89200 Done. | loss: 4.4497 | lr: 0.100000
[11.22.21|20:52:26] 	Iter 89300 Done. | loss: 4.7831 | lr: 0.100000
[11.22.21|20:53:05] 	Iter 89400 Done. | loss: 3.8855 | lr: 0.100000
[11.22.21|20:53:44] 	Iter 89500 Done. | loss: 4.4962 | lr: 0.100000
[11.22.21|20:54:22] 	Iter 89600 Done. | loss: 4.3279 | lr: 0.100000
[11.22.21|20:55:01] 	Iter 89700 Done. | loss: 3.4331 | lr: 0.100000
[11.22.21|20:55:39] 	Iter 89800 Done. | loss: 4.0671 | lr: 0.100000
[11.22.21|20:56:18] 	Iter 89900 Done. | loss: 4.1433 | lr: 0.100000
[11.22.21|20:56:57] 	Iter 90000 Done. | loss: 4.8447 | lr: 0.100000
[11.22.21|20:57:35] 	Iter 90100 Done. | loss: 3.9455 | lr: 0.100000
[11.22.21|20:57:57] 	mean_loss: 4.191620934553792
[11.22.21|20:57:57] Time consumption:
[11.22.21|20:57:57] Done.
[11.22.21|20:57:57] Training epoch: 12
[11.22.21|20:58:15] 	Iter 90200 Done. | loss: 3.5501 | lr: 0.100000
[11.22.21|20:58:53] 	Iter 90300 Done. | loss: 4.3674 | lr: 0.100000
[11.22.21|20:59:32] 	Iter 90400 Done. | loss: 3.9521 | lr: 0.100000
[11.22.21|21:00:11] 	Iter 90500 Done. | loss: 4.6815 | lr: 0.100000
[11.22.21|21:00:49] 	Iter 90600 Done. | loss: 4.4412 | lr: 0.100000
[11.22.21|21:01:28] 	Iter 90700 Done. | loss: 4.2246 | lr: 0.100000
[11.22.21|21:02:06] 	Iter 90800 Done. | loss: 3.9730 | lr: 0.100000
[11.22.21|21:02:45] 	Iter 90900 Done. | loss: 4.0044 | lr: 0.100000
[11.22.21|21:03:23] 	Iter 91000 Done. | loss: 3.8537 | lr: 0.100000
[11.22.21|21:04:02] 	Iter 91100 Done. | loss: 4.3577 | lr: 0.100000
[11.22.21|21:04:41] 	Iter 91200 Done. | loss: 3.9604 | lr: 0.100000
[11.22.21|21:05:19] 	Iter 91300 Done. | loss: 4.1446 | lr: 0.100000
[11.22.21|21:05:58] 	Iter 91400 Done. | loss: 4.1937 | lr: 0.100000
[11.22.21|21:06:36] 	Iter 91500 Done. | loss: 4.2021 | lr: 0.100000
[11.22.21|21:07:15] 	Iter 91600 Done. | loss: 4.7239 | lr: 0.100000
[11.22.21|21:07:53] 	Iter 91700 Done. | loss: 3.8374 | lr: 0.100000
[11.22.21|21:08:32] 	Iter 91800 Done. | loss: 3.3943 | lr: 0.100000
[11.22.21|21:09:11] 	Iter 91900 Done. | loss: 3.8869 | lr: 0.100000
[11.22.21|21:09:49] 	Iter 92000 Done. | loss: 3.6892 | lr: 0.100000
[11.22.21|21:10:28] 	Iter 92100 Done. | loss: 4.3855 | lr: 0.100000
[11.22.21|21:11:06] 	Iter 92200 Done. | loss: 3.8029 | lr: 0.100000
[11.22.21|21:11:45] 	Iter 92300 Done. | loss: 3.9529 | lr: 0.100000
[11.22.21|21:12:24] 	Iter 92400 Done. | loss: 4.4415 | lr: 0.100000
[11.22.21|21:13:02] 	Iter 92500 Done. | loss: 4.6643 | lr: 0.100000
[11.22.21|21:13:41] 	Iter 92600 Done. | loss: 4.1245 | lr: 0.100000
[11.22.21|21:14:19] 	Iter 92700 Done. | loss: 4.2532 | lr: 0.100000
[11.22.21|21:14:58] 	Iter 92800 Done. | loss: 4.4310 | lr: 0.100000
[11.22.21|21:15:36] 	Iter 92900 Done. | loss: 4.0426 | lr: 0.100000
[11.22.21|21:16:15] 	Iter 93000 Done. | loss: 3.9961 | lr: 0.100000
[11.22.21|21:16:54] 	Iter 93100 Done. | loss: 4.1148 | lr: 0.100000
[11.22.21|21:17:32] 	Iter 93200 Done. | loss: 4.7700 | lr: 0.100000
[11.22.21|21:18:11] 	Iter 93300 Done. | loss: 4.0010 | lr: 0.100000
[11.22.21|21:18:49] 	Iter 93400 Done. | loss: 4.3409 | lr: 0.100000
[11.22.21|21:19:28] 	Iter 93500 Done. | loss: 3.8746 | lr: 0.100000
[11.22.21|21:20:06] 	Iter 93600 Done. | loss: 3.7999 | lr: 0.100000
[11.22.21|21:20:45] 	Iter 93700 Done. | loss: 3.3693 | lr: 0.100000
[11.22.21|21:21:24] 	Iter 93800 Done. | loss: 4.9395 | lr: 0.100000
[11.22.21|21:22:02] 	Iter 93900 Done. | loss: 4.2839 | lr: 0.100000
[11.22.21|21:22:41] 	Iter 94000 Done. | loss: 4.8002 | lr: 0.100000
[11.22.21|21:23:19] 	Iter 94100 Done. | loss: 4.0967 | lr: 0.100000
[11.22.21|21:23:58] 	Iter 94200 Done. | loss: 4.2007 | lr: 0.100000
[11.22.21|21:24:36] 	Iter 94300 Done. | loss: 4.1482 | lr: 0.100000
[11.22.21|21:25:15] 	Iter 94400 Done. | loss: 4.9414 | lr: 0.100000
[11.22.21|21:25:54] 	Iter 94500 Done. | loss: 4.0746 | lr: 0.100000
[11.22.21|21:26:32] 	Iter 94600 Done. | loss: 4.6802 | lr: 0.100000
[11.22.21|21:27:11] 	Iter 94700 Done. | loss: 4.3009 | lr: 0.100000
[11.22.21|21:27:49] 	Iter 94800 Done. | loss: 4.7679 | lr: 0.100000
[11.22.21|21:28:28] 	Iter 94900 Done. | loss: 4.1593 | lr: 0.100000
[11.22.21|21:29:07] 	Iter 95000 Done. | loss: 3.8314 | lr: 0.100000
[11.22.21|21:29:46] 	Iter 95100 Done. | loss: 3.0743 | lr: 0.100000
[11.22.21|21:30:24] 	Iter 95200 Done. | loss: 3.5535 | lr: 0.100000
[11.22.21|21:31:03] 	Iter 95300 Done. | loss: 4.2846 | lr: 0.100000
[11.22.21|21:31:42] 	Iter 95400 Done. | loss: 4.2965 | lr: 0.100000
[11.22.21|21:32:20] 	Iter 95500 Done. | loss: 4.3621 | lr: 0.100000
[11.22.21|21:32:59] 	Iter 95600 Done. | loss: 3.9540 | lr: 0.100000
[11.22.21|21:33:37] 	Iter 95700 Done. | loss: 4.4502 | lr: 0.100000
[11.22.21|21:34:16] 	Iter 95800 Done. | loss: 4.3021 | lr: 0.100000
[11.22.21|21:34:55] 	Iter 95900 Done. | loss: 4.2179 | lr: 0.100000
[11.22.21|21:35:34] 	Iter 96000 Done. | loss: 4.1469 | lr: 0.100000
[11.22.21|21:36:13] 	Iter 96100 Done. | loss: 4.5484 | lr: 0.100000
[11.22.21|21:36:52] 	Iter 96200 Done. | loss: 5.1952 | lr: 0.100000
[11.22.21|21:37:30] 	Iter 96300 Done. | loss: 4.5620 | lr: 0.100000
[11.22.21|21:38:10] 	Iter 96400 Done. | loss: 4.0067 | lr: 0.100000
[11.22.21|21:38:49] 	Iter 96500 Done. | loss: 5.0848 | lr: 0.100000
[11.22.21|21:39:28] 	Iter 96600 Done. | loss: 4.1186 | lr: 0.100000
[11.22.21|21:40:07] 	Iter 96700 Done. | loss: 4.3774 | lr: 0.100000
[11.22.21|21:40:45] 	Iter 96800 Done. | loss: 3.7844 | lr: 0.100000
[11.22.21|21:41:24] 	Iter 96900 Done. | loss: 4.3311 | lr: 0.100000
[11.22.21|21:42:02] 	Iter 97000 Done. | loss: 4.5788 | lr: 0.100000
[11.22.21|21:42:41] 	Iter 97100 Done. | loss: 4.3366 | lr: 0.100000
[11.22.21|21:43:20] 	Iter 97200 Done. | loss: 3.9595 | lr: 0.100000
[11.22.21|21:44:02] 	Iter 97300 Done. | loss: 4.8307 | lr: 0.100000
[11.22.21|21:44:43] 	Iter 97400 Done. | loss: 4.1584 | lr: 0.100000
[11.22.21|21:45:23] 	Iter 97500 Done. | loss: 4.2280 | lr: 0.100000
[11.22.21|21:46:01] 	Iter 97600 Done. | loss: 4.0321 | lr: 0.100000
[11.22.21|21:46:30] 	mean_loss: 4.175705231570474
[11.22.21|21:46:30] Time consumption:
[11.22.21|21:46:30] Done.
[11.22.21|21:46:30] Training epoch: 13
[11.22.21|21:46:43] 	Iter 97700 Done. | loss: 4.5021 | lr: 0.100000
[11.22.21|21:47:22] 	Iter 97800 Done. | loss: 4.5375 | lr: 0.100000
[11.22.21|21:48:00] 	Iter 97900 Done. | loss: 3.5466 | lr: 0.100000
[11.22.21|21:48:39] 	Iter 98000 Done. | loss: 4.2942 | lr: 0.100000
[11.22.21|21:49:17] 	Iter 98100 Done. | loss: 4.0419 | lr: 0.100000
[11.22.21|21:49:56] 	Iter 98200 Done. | loss: 4.1730 | lr: 0.100000
[11.22.21|21:50:35] 	Iter 98300 Done. | loss: 4.0183 | lr: 0.100000
[11.22.21|21:51:13] 	Iter 98400 Done. | loss: 3.6468 | lr: 0.100000
[11.22.21|21:51:52] 	Iter 98500 Done. | loss: 4.0315 | lr: 0.100000
[11.22.21|21:52:31] 	Iter 98600 Done. | loss: 4.5123 | lr: 0.100000
[11.22.21|21:53:09] 	Iter 98700 Done. | loss: 4.1354 | lr: 0.100000
[11.22.21|21:53:48] 	Iter 98800 Done. | loss: 3.8198 | lr: 0.100000
[11.22.21|21:54:26] 	Iter 98900 Done. | loss: 4.0860 | lr: 0.100000
[11.22.21|21:55:05] 	Iter 99000 Done. | loss: 3.8597 | lr: 0.100000
[11.22.21|21:55:44] 	Iter 99100 Done. | loss: 4.3841 | lr: 0.100000
[11.22.21|21:56:22] 	Iter 99200 Done. | loss: 4.2144 | lr: 0.100000
[11.22.21|21:57:01] 	Iter 99300 Done. | loss: 3.9390 | lr: 0.100000
[11.22.21|21:57:39] 	Iter 99400 Done. | loss: 3.8580 | lr: 0.100000
[11.22.21|21:58:18] 	Iter 99500 Done. | loss: 4.1682 | lr: 0.100000
[11.22.21|21:58:56] 	Iter 99600 Done. | loss: 4.2979 | lr: 0.100000
[11.22.21|21:59:35] 	Iter 99700 Done. | loss: 4.0743 | lr: 0.100000
[11.22.21|22:00:14] 	Iter 99800 Done. | loss: 4.6027 | lr: 0.100000
[11.22.21|22:00:52] 	Iter 99900 Done. | loss: 4.3598 | lr: 0.100000
[11.22.21|22:01:31] 	Iter 100000 Done. | loss: 3.9844 | lr: 0.100000
[11.22.21|22:02:09] 	Iter 100100 Done. | loss: 4.1887 | lr: 0.100000
[11.22.21|22:02:48] 	Iter 100200 Done. | loss: 4.5869 | lr: 0.100000
[11.22.21|22:03:26] 	Iter 100300 Done. | loss: 3.7251 | lr: 0.100000
[11.22.21|22:04:05] 	Iter 100400 Done. | loss: 4.3193 | lr: 0.100000
[11.22.21|22:04:44] 	Iter 100500 Done. | loss: 4.3228 | lr: 0.100000
[11.22.21|22:05:22] 	Iter 100600 Done. | loss: 3.5871 | lr: 0.100000
[11.22.21|22:06:01] 	Iter 100700 Done. | loss: 4.3757 | lr: 0.100000
[11.22.21|22:06:39] 	Iter 100800 Done. | loss: 3.9651 | lr: 0.100000
[11.22.21|22:07:18] 	Iter 100900 Done. | loss: 4.2288 | lr: 0.100000
[11.22.21|22:07:57] 	Iter 101000 Done. | loss: 4.2578 | lr: 0.100000
[11.22.21|22:08:35] 	Iter 101100 Done. | loss: 3.6510 | lr: 0.100000
[11.22.21|22:09:14] 	Iter 101200 Done. | loss: 4.0217 | lr: 0.100000
[11.22.21|22:09:52] 	Iter 101300 Done. | loss: 4.2893 | lr: 0.100000
[11.22.21|22:10:31] 	Iter 101400 Done. | loss: 4.3033 | lr: 0.100000
[11.22.21|22:11:09] 	Iter 101500 Done. | loss: 3.9221 | lr: 0.100000
[11.22.21|22:11:48] 	Iter 101600 Done. | loss: 3.6190 | lr: 0.100000
[11.22.21|22:12:27] 	Iter 101700 Done. | loss: 4.5990 | lr: 0.100000
[11.22.21|22:13:06] 	Iter 101800 Done. | loss: 4.3468 | lr: 0.100000
[11.22.21|22:13:44] 	Iter 101900 Done. | loss: 4.1263 | lr: 0.100000
[11.22.21|22:14:23] 	Iter 102000 Done. | loss: 3.9130 | lr: 0.100000
[11.22.21|22:15:02] 	Iter 102100 Done. | loss: 3.9663 | lr: 0.100000
[11.22.21|22:15:40] 	Iter 102200 Done. | loss: 4.3900 | lr: 0.100000
[11.22.21|22:16:19] 	Iter 102300 Done. | loss: 3.8235 | lr: 0.100000
[11.22.21|22:16:58] 	Iter 102400 Done. | loss: 4.0192 | lr: 0.100000
[11.22.21|22:17:37] 	Iter 102500 Done. | loss: 4.3086 | lr: 0.100000
[11.22.21|22:18:15] 	Iter 102600 Done. | loss: 3.6698 | lr: 0.100000
[11.22.21|22:18:54] 	Iter 102700 Done. | loss: 4.3295 | lr: 0.100000
[11.22.21|22:19:33] 	Iter 102800 Done. | loss: 4.1349 | lr: 0.100000
[11.22.21|22:20:12] 	Iter 102900 Done. | loss: 3.8333 | lr: 0.100000
[11.22.21|22:20:50] 	Iter 103000 Done. | loss: 3.7697 | lr: 0.100000
[11.22.21|22:21:29] 	Iter 103100 Done. | loss: 4.2097 | lr: 0.100000
[11.22.21|22:22:08] 	Iter 103200 Done. | loss: 3.8219 | lr: 0.100000
[11.22.21|22:22:46] 	Iter 103300 Done. | loss: 3.4089 | lr: 0.100000
[11.22.21|22:23:25] 	Iter 103400 Done. | loss: 3.7247 | lr: 0.100000
[11.22.21|22:24:04] 	Iter 103500 Done. | loss: 4.3844 | lr: 0.100000
[11.22.21|22:24:43] 	Iter 103600 Done. | loss: 4.4440 | lr: 0.100000
[11.22.21|22:25:21] 	Iter 103700 Done. | loss: 3.5648 | lr: 0.100000
[11.22.21|22:26:00] 	Iter 103800 Done. | loss: 4.3556 | lr: 0.100000
[11.22.21|22:26:39] 	Iter 103900 Done. | loss: 4.2760 | lr: 0.100000
[11.22.21|22:27:17] 	Iter 104000 Done. | loss: 4.5933 | lr: 0.100000
[11.22.21|22:27:56] 	Iter 104100 Done. | loss: 4.0922 | lr: 0.100000
[11.22.21|22:28:35] 	Iter 104200 Done. | loss: 4.0914 | lr: 0.100000
[11.22.21|22:29:13] 	Iter 104300 Done. | loss: 4.8859 | lr: 0.100000
[11.22.21|22:29:52] 	Iter 104400 Done. | loss: 4.0345 | lr: 0.100000
[11.22.21|22:30:31] 	Iter 104500 Done. | loss: 3.7573 | lr: 0.100000
[11.22.21|22:31:09] 	Iter 104600 Done. | loss: 4.3668 | lr: 0.100000
[11.22.21|22:31:48] 	Iter 104700 Done. | loss: 4.2796 | lr: 0.100000
[11.22.21|22:32:27] 	Iter 104800 Done. | loss: 4.2067 | lr: 0.100000
[11.22.21|22:33:05] 	Iter 104900 Done. | loss: 4.3714 | lr: 0.100000
[11.22.21|22:33:44] 	Iter 105000 Done. | loss: 3.6845 | lr: 0.100000
[11.22.21|22:34:22] 	Iter 105100 Done. | loss: 3.9558 | lr: 0.100000
[11.22.21|22:34:54] 	mean_loss: 4.165858815770864
[11.22.21|22:34:54] Time consumption:
[11.22.21|22:34:54] Done.
[11.22.21|22:34:54] Training epoch: 14
[11.22.21|22:35:02] 	Iter 105200 Done. | loss: 4.6226 | lr: 0.100000
[11.22.21|22:35:40] 	Iter 105300 Done. | loss: 4.0546 | lr: 0.100000
[11.22.21|22:36:19] 	Iter 105400 Done. | loss: 4.3667 | lr: 0.100000
[11.22.21|22:36:58] 	Iter 105500 Done. | loss: 4.5295 | lr: 0.100000
[11.22.21|22:37:36] 	Iter 105600 Done. | loss: 4.3750 | lr: 0.100000
[11.22.21|22:38:15] 	Iter 105700 Done. | loss: 4.3174 | lr: 0.100000
[11.22.21|22:38:53] 	Iter 105800 Done. | loss: 3.5718 | lr: 0.100000
[11.22.21|22:39:32] 	Iter 105900 Done. | loss: 4.5682 | lr: 0.100000
[11.22.21|22:40:11] 	Iter 106000 Done. | loss: 4.2041 | lr: 0.100000
[11.22.21|22:40:49] 	Iter 106100 Done. | loss: 4.5285 | lr: 0.100000
[11.22.21|22:41:28] 	Iter 106200 Done. | loss: 3.7584 | lr: 0.100000
[11.22.21|22:42:06] 	Iter 106300 Done. | loss: 4.0177 | lr: 0.100000
[11.22.21|22:42:45] 	Iter 106400 Done. | loss: 4.1294 | lr: 0.100000
[11.22.21|22:43:24] 	Iter 106500 Done. | loss: 3.8223 | lr: 0.100000
[11.22.21|22:44:02] 	Iter 106600 Done. | loss: 3.7220 | lr: 0.100000
[11.22.21|22:44:41] 	Iter 106700 Done. | loss: 4.6331 | lr: 0.100000
[11.22.21|22:45:19] 	Iter 106800 Done. | loss: 4.0332 | lr: 0.100000
[11.22.21|22:45:58] 	Iter 106900 Done. | loss: 5.2178 | lr: 0.100000
[11.22.21|22:46:37] 	Iter 107000 Done. | loss: 3.7047 | lr: 0.100000
[11.22.21|22:47:15] 	Iter 107100 Done. | loss: 4.4385 | lr: 0.100000
[11.22.21|22:47:54] 	Iter 107200 Done. | loss: 3.9148 | lr: 0.100000
[11.22.21|22:48:32] 	Iter 107300 Done. | loss: 4.5340 | lr: 0.100000
[11.22.21|22:49:11] 	Iter 107400 Done. | loss: 3.9377 | lr: 0.100000
[11.22.21|22:49:49] 	Iter 107500 Done. | loss: 3.6815 | lr: 0.100000
[11.22.21|22:50:28] 	Iter 107600 Done. | loss: 4.1287 | lr: 0.100000
[11.22.21|22:51:07] 	Iter 107700 Done. | loss: 3.7830 | lr: 0.100000
[11.22.21|22:51:45] 	Iter 107800 Done. | loss: 4.0957 | lr: 0.100000
[11.22.21|22:52:24] 	Iter 107900 Done. | loss: 3.7805 | lr: 0.100000
[11.22.21|22:53:03] 	Iter 108000 Done. | loss: 4.3235 | lr: 0.100000
[11.22.21|22:53:41] 	Iter 108100 Done. | loss: 4.1624 | lr: 0.100000
[11.22.21|22:54:20] 	Iter 108200 Done. | loss: 3.6196 | lr: 0.100000
[11.22.21|22:54:59] 	Iter 108300 Done. | loss: 3.6632 | lr: 0.100000
[11.22.21|22:55:38] 	Iter 108400 Done. | loss: 4.5442 | lr: 0.100000
[11.22.21|22:56:16] 	Iter 108500 Done. | loss: 4.1011 | lr: 0.100000
[11.22.21|22:56:55] 	Iter 108600 Done. | loss: 4.2247 | lr: 0.100000
[11.22.21|22:57:34] 	Iter 108700 Done. | loss: 3.8461 | lr: 0.100000
[11.22.21|22:58:13] 	Iter 108800 Done. | loss: 4.2900 | lr: 0.100000
[11.22.21|22:58:51] 	Iter 108900 Done. | loss: 4.3572 | lr: 0.100000
[11.22.21|22:59:30] 	Iter 109000 Done. | loss: 4.3081 | lr: 0.100000
[11.22.21|23:00:09] 	Iter 109100 Done. | loss: 4.3271 | lr: 0.100000
[11.22.21|23:00:47] 	Iter 109200 Done. | loss: 4.1320 | lr: 0.100000
[11.22.21|23:01:26] 	Iter 109300 Done. | loss: 4.0789 | lr: 0.100000
[11.22.21|23:02:05] 	Iter 109400 Done. | loss: 3.8214 | lr: 0.100000
[11.22.21|23:02:43] 	Iter 109500 Done. | loss: 4.6883 | lr: 0.100000
[11.22.21|23:03:22] 	Iter 109600 Done. | loss: 4.4973 | lr: 0.100000
[11.22.21|23:04:01] 	Iter 109700 Done. | loss: 4.4820 | lr: 0.100000
[11.22.21|23:04:39] 	Iter 109800 Done. | loss: 3.8166 | lr: 0.100000
[11.22.21|23:05:18] 	Iter 109900 Done. | loss: 4.4811 | lr: 0.100000
[11.22.21|23:05:57] 	Iter 110000 Done. | loss: 4.1191 | lr: 0.100000
[11.22.21|23:06:35] 	Iter 110100 Done. | loss: 4.3548 | lr: 0.100000
[11.22.21|23:07:14] 	Iter 110200 Done. | loss: 4.8385 | lr: 0.100000
[11.22.21|23:07:53] 	Iter 110300 Done. | loss: 3.9322 | lr: 0.100000
[11.22.21|23:08:31] 	Iter 110400 Done. | loss: 4.8255 | lr: 0.100000
[11.22.21|23:09:10] 	Iter 110500 Done. | loss: 4.3411 | lr: 0.100000
[11.22.21|23:09:49] 	Iter 110600 Done. | loss: 4.5339 | lr: 0.100000
[11.22.21|23:10:27] 	Iter 110700 Done. | loss: 4.4212 | lr: 0.100000
[11.22.21|23:11:06] 	Iter 110800 Done. | loss: 3.9728 | lr: 0.100000
[11.22.21|23:11:45] 	Iter 110900 Done. | loss: 4.0139 | lr: 0.100000
[11.22.21|23:12:23] 	Iter 111000 Done. | loss: 4.3849 | lr: 0.100000
[11.22.21|23:13:02] 	Iter 111100 Done. | loss: 4.0084 | lr: 0.100000
[11.22.21|23:13:41] 	Iter 111200 Done. | loss: 4.1571 | lr: 0.100000
[11.22.21|23:14:19] 	Iter 111300 Done. | loss: 4.2280 | lr: 0.100000
[11.22.21|23:14:58] 	Iter 111400 Done. | loss: 4.3534 | lr: 0.100000
[11.22.21|23:15:37] 	Iter 111500 Done. | loss: 4.1712 | lr: 0.100000
[11.22.21|23:16:15] 	Iter 111600 Done. | loss: 4.2642 | lr: 0.100000
[11.22.21|23:16:54] 	Iter 111700 Done. | loss: 3.7518 | lr: 0.100000
[11.22.21|23:17:33] 	Iter 111800 Done. | loss: 4.1358 | lr: 0.100000
[11.22.21|23:18:11] 	Iter 111900 Done. | loss: 3.8232 | lr: 0.100000
[11.22.21|23:18:50] 	Iter 112000 Done. | loss: 3.9486 | lr: 0.100000
[11.22.21|23:19:29] 	Iter 112100 Done. | loss: 4.3744 | lr: 0.100000
[11.22.21|23:20:07] 	Iter 112200 Done. | loss: 4.0666 | lr: 0.100000
[11.22.21|23:20:46] 	Iter 112300 Done. | loss: 4.3327 | lr: 0.100000
[11.22.21|23:21:25] 	Iter 112400 Done. | loss: 4.2409 | lr: 0.100000
[11.22.21|23:22:03] 	Iter 112500 Done. | loss: 4.0563 | lr: 0.100000
[11.22.21|23:22:42] 	Iter 112600 Done. | loss: 3.7413 | lr: 0.100000
[11.22.21|23:23:19] 	mean_loss: 4.15764142672644
[11.22.21|23:23:19] Time consumption:
[11.22.21|23:23:19] Done.
[11.22.21|23:23:19] Eval epoch: 14
[11.22.21|23:25:54] 	mean_loss: 4.258668650332869
[11.22.21|23:25:54] 	Top1: 14.63%
[11.22.21|23:25:55] 	Top5: 33.09%
[11.22.21|23:25:55] Done.
[11.22.21|23:25:55] Training epoch: 15
[11.22.21|23:26:00] 	Iter 112700 Done. | loss: 4.1006 | lr: 0.100000
[11.22.21|23:26:38] 	Iter 112800 Done. | loss: 4.9577 | lr: 0.100000
[11.22.21|23:27:17] 	Iter 112900 Done. | loss: 4.1935 | lr: 0.100000
[11.22.21|23:27:56] 	Iter 113000 Done. | loss: 4.3250 | lr: 0.100000
[11.22.21|23:28:35] 	Iter 113100 Done. | loss: 4.7101 | lr: 0.100000
[11.22.21|23:29:13] 	Iter 113200 Done. | loss: 4.3159 | lr: 0.100000
[11.22.21|23:29:52] 	Iter 113300 Done. | loss: 4.4335 | lr: 0.100000
[11.22.21|23:30:31] 	Iter 113400 Done. | loss: 3.7597 | lr: 0.100000
[11.22.21|23:31:09] 	Iter 113500 Done. | loss: 4.2227 | lr: 0.100000
[11.22.21|23:31:49] 	Iter 113600 Done. | loss: 4.0829 | lr: 0.100000
[11.22.21|23:32:28] 	Iter 113700 Done. | loss: 4.1585 | lr: 0.100000
[11.22.21|23:33:06] 	Iter 113800 Done. | loss: 4.2995 | lr: 0.100000
[11.22.21|23:33:45] 	Iter 113900 Done. | loss: 4.2147 | lr: 0.100000
[11.22.21|23:34:24] 	Iter 114000 Done. | loss: 4.9908 | lr: 0.100000
[11.22.21|23:35:05] 	Iter 114100 Done. | loss: 4.4566 | lr: 0.100000
[11.22.21|23:35:44] 	Iter 114200 Done. | loss: 4.0659 | lr: 0.100000
[11.22.21|23:36:23] 	Iter 114300 Done. | loss: 3.6454 | lr: 0.100000
[11.22.21|23:37:02] 	Iter 114400 Done. | loss: 4.4738 | lr: 0.100000
[11.22.21|23:37:41] 	Iter 114500 Done. | loss: 4.4348 | lr: 0.100000
[11.22.21|23:38:19] 	Iter 114600 Done. | loss: 3.9048 | lr: 0.100000
[11.22.21|23:38:58] 	Iter 114700 Done. | loss: 4.1810 | lr: 0.100000
[11.22.21|23:39:37] 	Iter 114800 Done. | loss: 3.9679 | lr: 0.100000
[11.22.21|23:40:17] 	Iter 114900 Done. | loss: 4.2671 | lr: 0.100000
[11.22.21|23:40:55] 	Iter 115000 Done. | loss: 4.3590 | lr: 0.100000
[11.22.21|23:41:34] 	Iter 115100 Done. | loss: 4.4812 | lr: 0.100000
[11.22.21|23:42:13] 	Iter 115200 Done. | loss: 4.1954 | lr: 0.100000
[11.22.21|23:42:52] 	Iter 115300 Done. | loss: 3.9769 | lr: 0.100000
[11.22.21|23:43:30] 	Iter 115400 Done. | loss: 3.4726 | lr: 0.100000
[11.22.21|23:44:09] 	Iter 115500 Done. | loss: 3.6003 | lr: 0.100000
[11.22.21|23:44:48] 	Iter 115600 Done. | loss: 4.2688 | lr: 0.100000
[11.22.21|23:45:27] 	Iter 115700 Done. | loss: 4.4309 | lr: 0.100000
[11.22.21|23:46:05] 	Iter 115800 Done. | loss: 4.2016 | lr: 0.100000
[11.22.21|23:46:44] 	Iter 115900 Done. | loss: 4.0837 | lr: 0.100000
[11.22.21|23:47:23] 	Iter 116000 Done. | loss: 4.3260 | lr: 0.100000
[11.22.21|23:48:01] 	Iter 116100 Done. | loss: 3.8268 | lr: 0.100000
[11.22.21|23:48:40] 	Iter 116200 Done. | loss: 3.8999 | lr: 0.100000
[11.22.21|23:49:19] 	Iter 116300 Done. | loss: 4.2359 | lr: 0.100000
[11.22.21|23:49:58] 	Iter 116400 Done. | loss: 4.3873 | lr: 0.100000
[11.22.21|23:50:36] 	Iter 116500 Done. | loss: 4.1775 | lr: 0.100000
[11.22.21|23:51:15] 	Iter 116600 Done. | loss: 4.4117 | lr: 0.100000
[11.22.21|23:51:53] 	Iter 116700 Done. | loss: 4.1504 | lr: 0.100000
[11.22.21|23:52:32] 	Iter 116800 Done. | loss: 4.2793 | lr: 0.100000
[11.22.21|23:53:11] 	Iter 116900 Done. | loss: 3.5779 | lr: 0.100000
[11.22.21|23:53:50] 	Iter 117000 Done. | loss: 4.0556 | lr: 0.100000
[11.22.21|23:54:28] 	Iter 117100 Done. | loss: 4.9438 | lr: 0.100000
[11.22.21|23:55:07] 	Iter 117200 Done. | loss: 4.6140 | lr: 0.100000
[11.22.21|23:55:46] 	Iter 117300 Done. | loss: 3.7427 | lr: 0.100000
[11.22.21|23:56:25] 	Iter 117400 Done. | loss: 4.3773 | lr: 0.100000
[11.22.21|23:57:03] 	Iter 117500 Done. | loss: 4.4458 | lr: 0.100000
[11.22.21|23:57:42] 	Iter 117600 Done. | loss: 4.4671 | lr: 0.100000
[11.22.21|23:58:21] 	Iter 117700 Done. | loss: 4.2967 | lr: 0.100000
[11.22.21|23:58:59] 	Iter 117800 Done. | loss: 4.6085 | lr: 0.100000
[11.22.21|23:59:38] 	Iter 117900 Done. | loss: 4.1759 | lr: 0.100000
[11.23.21|00:00:17] 	Iter 118000 Done. | loss: 3.9940 | lr: 0.100000
[11.23.21|00:00:55] 	Iter 118100 Done. | loss: 4.2507 | lr: 0.100000
[11.23.21|00:01:34] 	Iter 118200 Done. | loss: 3.9281 | lr: 0.100000
[11.23.21|00:02:13] 	Iter 118300 Done. | loss: 4.3587 | lr: 0.100000
[11.23.21|00:02:51] 	Iter 118400 Done. | loss: 4.2121 | lr: 0.100000
[11.23.21|00:03:30] 	Iter 118500 Done. | loss: 4.1019 | lr: 0.100000
[11.23.21|00:04:09] 	Iter 118600 Done. | loss: 3.3798 | lr: 0.100000
[11.23.21|00:04:49] 	Iter 118700 Done. | loss: 4.0702 | lr: 0.100000
[11.23.21|00:05:28] 	Iter 118800 Done. | loss: 4.3247 | lr: 0.100000
[11.23.21|00:06:07] 	Iter 118900 Done. | loss: 4.4160 | lr: 0.100000
[11.23.21|00:06:46] 	Iter 119000 Done. | loss: 4.5207 | lr: 0.100000
[11.23.21|00:07:24] 	Iter 119100 Done. | loss: 4.1442 | lr: 0.100000
[11.23.21|00:08:03] 	Iter 119200 Done. | loss: 3.6579 | lr: 0.100000
[11.23.21|00:08:42] 	Iter 119300 Done. | loss: 3.6894 | lr: 0.100000
[11.23.21|00:09:21] 	Iter 119400 Done. | loss: 4.2190 | lr: 0.100000
[11.23.21|00:10:00] 	Iter 119500 Done. | loss: 3.4124 | lr: 0.100000
[11.23.21|00:10:38] 	Iter 119600 Done. | loss: 3.6451 | lr: 0.100000
[11.23.21|00:11:17] 	Iter 119700 Done. | loss: 4.1653 | lr: 0.100000
[11.23.21|00:11:56] 	Iter 119800 Done. | loss: 4.3492 | lr: 0.100000
[11.23.21|00:12:35] 	Iter 119900 Done. | loss: 4.3816 | lr: 0.100000
[11.23.21|00:13:13] 	Iter 120000 Done. | loss: 3.8846 | lr: 0.100000
[11.23.21|00:13:52] 	Iter 120100 Done. | loss: 3.9857 | lr: 0.100000
[11.23.21|00:14:31] 	Iter 120200 Done. | loss: 4.0254 | lr: 0.100000
[11.23.21|00:14:34] 	mean_loss: 4.148314154927175
[11.23.21|00:14:34] Time consumption:
[11.23.21|00:14:34] Done.
[11.23.21|00:14:34] Training epoch: 16
[11.23.21|00:15:11] 	Iter 120300 Done. | loss: 4.4220 | lr: 0.100000
[11.23.21|00:15:49] 	Iter 120400 Done. | loss: 3.9918 | lr: 0.100000
[11.23.21|00:16:28] 	Iter 120500 Done. | loss: 4.7138 | lr: 0.100000
[11.23.21|00:17:07] 	Iter 120600 Done. | loss: 4.4256 | lr: 0.100000
[11.23.21|00:17:46] 	Iter 120700 Done. | loss: 4.1376 | lr: 0.100000
[11.23.21|00:18:24] 	Iter 120800 Done. | loss: 4.7859 | lr: 0.100000
[11.23.21|00:19:03] 	Iter 120900 Done. | loss: 3.7619 | lr: 0.100000
[11.23.21|00:19:42] 	Iter 121000 Done. | loss: 4.1293 | lr: 0.100000
[11.23.21|00:20:21] 	Iter 121100 Done. | loss: 3.9564 | lr: 0.100000
[11.23.21|00:20:59] 	Iter 121200 Done. | loss: 4.1373 | lr: 0.100000
[11.23.21|00:21:38] 	Iter 121300 Done. | loss: 4.1417 | lr: 0.100000
[11.23.21|00:22:17] 	Iter 121400 Done. | loss: 4.0749 | lr: 0.100000
[11.23.21|00:22:56] 	Iter 121500 Done. | loss: 4.2911 | lr: 0.100000
[11.23.21|00:23:34] 	Iter 121600 Done. | loss: 4.0420 | lr: 0.100000
[11.23.21|00:24:13] 	Iter 121700 Done. | loss: 4.3759 | lr: 0.100000
[11.23.21|00:24:52] 	Iter 121800 Done. | loss: 4.3594 | lr: 0.100000
[11.23.21|00:25:31] 	Iter 121900 Done. | loss: 3.8635 | lr: 0.100000
[11.23.21|00:26:09] 	Iter 122000 Done. | loss: 4.6470 | lr: 0.100000
[11.23.21|00:26:48] 	Iter 122100 Done. | loss: 4.3124 | lr: 0.100000
[11.23.21|00:27:27] 	Iter 122200 Done. | loss: 4.0483 | lr: 0.100000
[11.23.21|00:28:06] 	Iter 122300 Done. | loss: 3.4942 | lr: 0.100000
[11.23.21|00:28:44] 	Iter 122400 Done. | loss: 3.7918 | lr: 0.100000
[11.23.21|00:29:23] 	Iter 122500 Done. | loss: 3.6447 | lr: 0.100000
[11.23.21|00:30:02] 	Iter 122600 Done. | loss: 3.8463 | lr: 0.100000
[11.23.21|00:30:41] 	Iter 122700 Done. | loss: 4.5561 | lr: 0.100000
[11.23.21|00:31:19] 	Iter 122800 Done. | loss: 4.2154 | lr: 0.100000
[11.23.21|00:31:58] 	Iter 122900 Done. | loss: 3.7820 | lr: 0.100000
[11.23.21|00:32:37] 	Iter 123000 Done. | loss: 4.4383 | lr: 0.100000
[11.23.21|00:33:16] 	Iter 123100 Done. | loss: 4.3954 | lr: 0.100000
[11.23.21|00:33:54] 	Iter 123200 Done. | loss: 4.2292 | lr: 0.100000
[11.23.21|00:34:33] 	Iter 123300 Done. | loss: 4.1469 | lr: 0.100000
[11.23.21|00:35:12] 	Iter 123400 Done. | loss: 4.0905 | lr: 0.100000
[11.23.21|00:35:50] 	Iter 123500 Done. | loss: 3.8826 | lr: 0.100000
[11.23.21|00:36:29] 	Iter 123600 Done. | loss: 4.0273 | lr: 0.100000
[11.23.21|00:37:08] 	Iter 123700 Done. | loss: 4.4092 | lr: 0.100000
[11.23.21|00:37:47] 	Iter 123800 Done. | loss: 3.8093 | lr: 0.100000
[11.23.21|00:38:25] 	Iter 123900 Done. | loss: 4.4489 | lr: 0.100000
[11.23.21|00:39:04] 	Iter 124000 Done. | loss: 4.0538 | lr: 0.100000
[11.23.21|00:39:43] 	Iter 124100 Done. | loss: 3.7455 | lr: 0.100000
[11.23.21|00:40:22] 	Iter 124200 Done. | loss: 4.0694 | lr: 0.100000
[11.23.21|00:41:00] 	Iter 124300 Done. | loss: 3.9418 | lr: 0.100000
[11.23.21|00:41:39] 	Iter 124400 Done. | loss: 3.7362 | lr: 0.100000
[11.23.21|00:42:18] 	Iter 124500 Done. | loss: 4.4094 | lr: 0.100000
[11.23.21|00:42:57] 	Iter 124600 Done. | loss: 4.2964 | lr: 0.100000
[11.23.21|00:43:35] 	Iter 124700 Done. | loss: 4.0570 | lr: 0.100000
[11.23.21|00:44:14] 	Iter 124800 Done. | loss: 3.8433 | lr: 0.100000
[11.23.21|00:44:53] 	Iter 124900 Done. | loss: 4.1437 | lr: 0.100000
[11.23.21|00:45:31] 	Iter 125000 Done. | loss: 4.2188 | lr: 0.100000
[11.23.21|00:46:10] 	Iter 125100 Done. | loss: 3.9941 | lr: 0.100000
[11.23.21|00:46:49] 	Iter 125200 Done. | loss: 3.8364 | lr: 0.100000
[11.23.21|00:47:28] 	Iter 125300 Done. | loss: 4.8040 | lr: 0.100000
[11.23.21|00:48:06] 	Iter 125400 Done. | loss: 4.1631 | lr: 0.100000
[11.23.21|00:48:45] 	Iter 125500 Done. | loss: 3.3805 | lr: 0.100000
[11.23.21|00:49:24] 	Iter 125600 Done. | loss: 4.7060 | lr: 0.100000
[11.23.21|00:50:02] 	Iter 125700 Done. | loss: 3.8021 | lr: 0.100000
[11.23.21|00:50:41] 	Iter 125800 Done. | loss: 4.2383 | lr: 0.100000
[11.23.21|00:51:20] 	Iter 125900 Done. | loss: 4.3087 | lr: 0.100000
[11.23.21|00:51:59] 	Iter 126000 Done. | loss: 4.4745 | lr: 0.100000
[11.23.21|00:52:37] 	Iter 126100 Done. | loss: 3.4279 | lr: 0.100000
[11.23.21|00:53:16] 	Iter 126200 Done. | loss: 4.5009 | lr: 0.100000
[11.23.21|00:53:55] 	Iter 126300 Done. | loss: 3.8143 | lr: 0.100000
[11.23.21|00:54:33] 	Iter 126400 Done. | loss: 4.3440 | lr: 0.100000
[11.23.21|00:55:12] 	Iter 126500 Done. | loss: 3.9689 | lr: 0.100000
[11.23.21|00:55:51] 	Iter 126600 Done. | loss: 3.5611 | lr: 0.100000
[11.23.21|00:56:29] 	Iter 126700 Done. | loss: 3.6187 | lr: 0.100000
[11.23.21|00:57:08] 	Iter 126800 Done. | loss: 4.1319 | lr: 0.100000
[11.23.21|00:57:47] 	Iter 126900 Done. | loss: 4.0037 | lr: 0.100000
[11.23.21|00:58:25] 	Iter 127000 Done. | loss: 3.7362 | lr: 0.100000
[11.23.21|00:59:04] 	Iter 127100 Done. | loss: 4.2614 | lr: 0.100000
[11.23.21|00:59:43] 	Iter 127200 Done. | loss: 3.3712 | lr: 0.100000
[11.23.21|01:00:21] 	Iter 127300 Done. | loss: 3.9728 | lr: 0.100000
[11.23.21|01:01:00] 	Iter 127400 Done. | loss: 3.6415 | lr: 0.100000
[11.23.21|01:01:39] 	Iter 127500 Done. | loss: 4.0485 | lr: 0.100000
[11.23.21|01:02:17] 	Iter 127600 Done. | loss: 3.9605 | lr: 0.100000
[11.23.21|01:02:56] 	Iter 127700 Done. | loss: 3.8298 | lr: 0.100000
[11.23.21|01:03:04] 	mean_loss: 4.142751897871296
[11.23.21|01:03:04] Time consumption:
[11.23.21|01:03:04] Done.
[11.23.21|01:03:04] Training epoch: 17
[11.23.21|01:03:36] 	Iter 127800 Done. | loss: 3.7638 | lr: 0.100000
[11.23.21|01:04:14] 	Iter 127900 Done. | loss: 4.2434 | lr: 0.100000
[11.23.21|01:04:53] 	Iter 128000 Done. | loss: 4.5425 | lr: 0.100000
[11.23.21|01:05:31] 	Iter 128100 Done. | loss: 4.2681 | lr: 0.100000
[11.23.21|01:06:10] 	Iter 128200 Done. | loss: 4.5420 | lr: 0.100000
[11.23.21|01:06:49] 	Iter 128300 Done. | loss: 4.2358 | lr: 0.100000
[11.23.21|01:07:28] 	Iter 128400 Done. | loss: 2.8487 | lr: 0.100000
[11.23.21|01:08:06] 	Iter 128500 Done. | loss: 4.0295 | lr: 0.100000
[11.23.21|01:08:45] 	Iter 128600 Done. | loss: 4.2584 | lr: 0.100000
[11.23.21|01:09:24] 	Iter 128700 Done. | loss: 3.8883 | lr: 0.100000
[11.23.21|01:10:02] 	Iter 128800 Done. | loss: 3.5664 | lr: 0.100000
[11.23.21|01:10:41] 	Iter 128900 Done. | loss: 4.8622 | lr: 0.100000
[11.23.21|01:11:20] 	Iter 129000 Done. | loss: 3.7977 | lr: 0.100000
[11.23.21|01:11:58] 	Iter 129100 Done. | loss: 3.4428 | lr: 0.100000
[11.23.21|01:12:37] 	Iter 129200 Done. | loss: 4.1386 | lr: 0.100000
[11.23.21|01:13:15] 	Iter 129300 Done. | loss: 4.4328 | lr: 0.100000
[11.23.21|01:13:54] 	Iter 129400 Done. | loss: 3.8627 | lr: 0.100000
[11.23.21|01:14:33] 	Iter 129500 Done. | loss: 4.0246 | lr: 0.100000
[11.23.21|01:15:11] 	Iter 129600 Done. | loss: 3.8627 | lr: 0.100000
[11.23.21|01:15:50] 	Iter 129700 Done. | loss: 4.4377 | lr: 0.100000
[11.23.21|01:16:29] 	Iter 129800 Done. | loss: 3.8314 | lr: 0.100000
[11.23.21|01:17:07] 	Iter 129900 Done. | loss: 4.3133 | lr: 0.100000
[11.23.21|01:17:46] 	Iter 130000 Done. | loss: 4.1132 | lr: 0.100000
[11.23.21|01:18:24] 	Iter 130100 Done. | loss: 4.4144 | lr: 0.100000
[11.23.21|01:19:03] 	Iter 130200 Done. | loss: 4.7159 | lr: 0.100000
[11.23.21|01:19:42] 	Iter 130300 Done. | loss: 4.0826 | lr: 0.100000
[11.23.21|01:20:20] 	Iter 130400 Done. | loss: 4.5338 | lr: 0.100000
[11.23.21|01:20:59] 	Iter 130500 Done. | loss: 4.1403 | lr: 0.100000
[11.23.21|01:21:37] 	Iter 130600 Done. | loss: 3.5475 | lr: 0.100000
[11.23.21|01:22:16] 	Iter 130700 Done. | loss: 3.9448 | lr: 0.100000
[11.23.21|01:22:54] 	Iter 130800 Done. | loss: 3.5426 | lr: 0.100000
[11.23.21|01:23:33] 	Iter 130900 Done. | loss: 3.7941 | lr: 0.100000
[11.23.21|01:24:12] 	Iter 131000 Done. | loss: 4.0046 | lr: 0.100000
[11.23.21|01:24:50] 	Iter 131100 Done. | loss: 4.2409 | lr: 0.100000
[11.23.21|01:25:29] 	Iter 131200 Done. | loss: 4.0682 | lr: 0.100000
[11.23.21|01:26:07] 	Iter 131300 Done. | loss: 4.0574 | lr: 0.100000
[11.23.21|01:26:46] 	Iter 131400 Done. | loss: 3.6760 | lr: 0.100000
[11.23.21|01:27:25] 	Iter 131500 Done. | loss: 4.2853 | lr: 0.100000
[11.23.21|01:28:03] 	Iter 131600 Done. | loss: 4.0861 | lr: 0.100000
[11.23.21|01:28:42] 	Iter 131700 Done. | loss: 3.8045 | lr: 0.100000
[11.23.21|01:29:20] 	Iter 131800 Done. | loss: 3.9643 | lr: 0.100000
[11.23.21|01:29:59] 	Iter 131900 Done. | loss: 4.5693 | lr: 0.100000
[11.23.21|01:30:38] 	Iter 132000 Done. | loss: 3.8072 | lr: 0.100000
[11.23.21|01:31:16] 	Iter 132100 Done. | loss: 4.1148 | lr: 0.100000
[11.23.21|01:31:55] 	Iter 132200 Done. | loss: 4.9445 | lr: 0.100000
[11.23.21|01:32:33] 	Iter 132300 Done. | loss: 4.3849 | lr: 0.100000
[11.23.21|01:33:12] 	Iter 132400 Done. | loss: 4.2868 | lr: 0.100000
[11.23.21|01:33:51] 	Iter 132500 Done. | loss: 4.2261 | lr: 0.100000
[11.23.21|01:34:29] 	Iter 132600 Done. | loss: 4.3965 | lr: 0.100000
[11.23.21|01:35:08] 	Iter 132700 Done. | loss: 4.4366 | lr: 0.100000
[11.23.21|01:35:46] 	Iter 132800 Done. | loss: 4.8540 | lr: 0.100000
[11.23.21|01:36:25] 	Iter 132900 Done. | loss: 4.3299 | lr: 0.100000
[11.23.21|01:37:04] 	Iter 133000 Done. | loss: 4.1339 | lr: 0.100000
[11.23.21|01:37:42] 	Iter 133100 Done. | loss: 4.4233 | lr: 0.100000
[11.23.21|01:38:21] 	Iter 133200 Done. | loss: 4.1018 | lr: 0.100000
[11.23.21|01:38:59] 	Iter 133300 Done. | loss: 4.1334 | lr: 0.100000
[11.23.21|01:39:38] 	Iter 133400 Done. | loss: 3.9626 | lr: 0.100000
[11.23.21|01:40:16] 	Iter 133500 Done. | loss: 4.0195 | lr: 0.100000
[11.23.21|01:40:55] 	Iter 133600 Done. | loss: 3.8466 | lr: 0.100000
[11.23.21|01:41:34] 	Iter 133700 Done. | loss: 3.9618 | lr: 0.100000
[11.23.21|01:42:12] 	Iter 133800 Done. | loss: 4.0813 | lr: 0.100000
[11.23.21|01:42:51] 	Iter 133900 Done. | loss: 4.0325 | lr: 0.100000
[11.23.21|01:43:29] 	Iter 134000 Done. | loss: 3.9372 | lr: 0.100000
[11.23.21|01:44:08] 	Iter 134100 Done. | loss: 3.8163 | lr: 0.100000
[11.23.21|01:44:47] 	Iter 134200 Done. | loss: 4.0019 | lr: 0.100000
[11.23.21|01:45:25] 	Iter 134300 Done. | loss: 3.8043 | lr: 0.100000
[11.23.21|01:46:04] 	Iter 134400 Done. | loss: 3.9896 | lr: 0.100000
[11.23.21|01:46:42] 	Iter 134500 Done. | loss: 4.0037 | lr: 0.100000
[11.23.21|01:47:21] 	Iter 134600 Done. | loss: 3.6498 | lr: 0.100000
[11.23.21|01:48:00] 	Iter 134700 Done. | loss: 3.8686 | lr: 0.100000
[11.23.21|01:48:38] 	Iter 134800 Done. | loss: 4.1399 | lr: 0.100000
[11.23.21|01:49:17] 	Iter 134900 Done. | loss: 4.4295 | lr: 0.100000
[11.23.21|01:49:55] 	Iter 135000 Done. | loss: 4.2473 | lr: 0.100000
[11.23.21|01:50:34] 	Iter 135100 Done. | loss: 4.4854 | lr: 0.100000
[11.23.21|01:51:12] 	Iter 135200 Done. | loss: 4.2127 | lr: 0.100000
[11.23.21|01:51:26] 	mean_loss: 4.134050287134746
[11.23.21|01:51:26] Time consumption:
[11.23.21|01:51:26] Done.
[11.23.21|01:51:26] Training epoch: 18
[11.23.21|01:51:52] 	Iter 135300 Done. | loss: 4.6223 | lr: 0.100000
[11.23.21|01:52:31] 	Iter 135400 Done. | loss: 3.9927 | lr: 0.100000
[11.23.21|01:53:09] 	Iter 135500 Done. | loss: 4.7480 | lr: 0.100000
[11.23.21|01:53:48] 	Iter 135600 Done. | loss: 4.2924 | lr: 0.100000
[11.23.21|01:54:26] 	Iter 135700 Done. | loss: 4.1226 | lr: 0.100000
[11.23.21|01:55:05] 	Iter 135800 Done. | loss: 4.1436 | lr: 0.100000
[11.23.21|01:55:44] 	Iter 135900 Done. | loss: 3.9276 | lr: 0.100000
[11.23.21|01:56:22] 	Iter 136000 Done. | loss: 4.1676 | lr: 0.100000
[11.23.21|01:57:01] 	Iter 136100 Done. | loss: 4.1013 | lr: 0.100000
[11.23.21|01:57:39] 	Iter 136200 Done. | loss: 3.7146 | lr: 0.100000
[11.23.21|01:58:18] 	Iter 136300 Done. | loss: 3.5762 | lr: 0.100000
[11.23.21|01:58:56] 	Iter 136400 Done. | loss: 4.3621 | lr: 0.100000
[11.23.21|01:59:35] 	Iter 136500 Done. | loss: 4.0475 | lr: 0.100000
[11.23.21|02:00:14] 	Iter 136600 Done. | loss: 4.1734 | lr: 0.100000
[11.23.21|02:00:52] 	Iter 136700 Done. | loss: 4.2797 | lr: 0.100000
[11.23.21|02:01:31] 	Iter 136800 Done. | loss: 4.1588 | lr: 0.100000
[11.23.21|02:02:09] 	Iter 136900 Done. | loss: 3.7450 | lr: 0.100000
[11.23.21|02:02:48] 	Iter 137000 Done. | loss: 4.2166 | lr: 0.100000
[11.23.21|02:03:27] 	Iter 137100 Done. | loss: 3.8541 | lr: 0.100000
[11.23.21|02:04:05] 	Iter 137200 Done. | loss: 4.1457 | lr: 0.100000
[11.23.21|02:04:44] 	Iter 137300 Done. | loss: 4.0950 | lr: 0.100000
[11.23.21|02:05:22] 	Iter 137400 Done. | loss: 3.7714 | lr: 0.100000
[11.23.21|02:06:01] 	Iter 137500 Done. | loss: 4.0164 | lr: 0.100000
[11.23.21|02:06:39] 	Iter 137600 Done. | loss: 3.8640 | lr: 0.100000
[11.23.21|02:07:18] 	Iter 137700 Done. | loss: 4.2630 | lr: 0.100000
[11.23.21|02:07:57] 	Iter 137800 Done. | loss: 4.0666 | lr: 0.100000
[11.23.21|02:08:35] 	Iter 137900 Done. | loss: 4.0137 | lr: 0.100000
[11.23.21|02:09:14] 	Iter 138000 Done. | loss: 4.1708 | lr: 0.100000
[11.23.21|02:09:52] 	Iter 138100 Done. | loss: 4.1856 | lr: 0.100000
[11.23.21|02:10:31] 	Iter 138200 Done. | loss: 4.5110 | lr: 0.100000
[11.23.21|02:11:10] 	Iter 138300 Done. | loss: 3.6402 | lr: 0.100000
[11.23.21|02:11:48] 	Iter 138400 Done. | loss: 3.8447 | lr: 0.100000
[11.23.21|02:12:27] 	Iter 138500 Done. | loss: 3.8813 | lr: 0.100000
[11.23.21|02:13:05] 	Iter 138600 Done. | loss: 4.1879 | lr: 0.100000
[11.23.21|02:13:44] 	Iter 138700 Done. | loss: 3.9009 | lr: 0.100000
[11.23.21|02:14:22] 	Iter 138800 Done. | loss: 4.4397 | lr: 0.100000
[11.23.21|02:15:01] 	Iter 138900 Done. | loss: 3.9832 | lr: 0.100000
[11.23.21|02:15:40] 	Iter 139000 Done. | loss: 4.5526 | lr: 0.100000
[11.23.21|02:16:18] 	Iter 139100 Done. | loss: 3.9456 | lr: 0.100000
[11.23.21|02:16:57] 	Iter 139200 Done. | loss: 4.2075 | lr: 0.100000
[11.23.21|02:17:35] 	Iter 139300 Done. | loss: 3.9858 | lr: 0.100000
[11.23.21|02:18:14] 	Iter 139400 Done. | loss: 4.3330 | lr: 0.100000
[11.23.21|02:18:53] 	Iter 139500 Done. | loss: 3.4351 | lr: 0.100000
[11.23.21|02:19:31] 	Iter 139600 Done. | loss: 4.1501 | lr: 0.100000
[11.23.21|02:20:10] 	Iter 139700 Done. | loss: 4.4926 | lr: 0.100000
[11.23.21|02:20:48] 	Iter 139800 Done. | loss: 4.1675 | lr: 0.100000
[11.23.21|02:21:27] 	Iter 139900 Done. | loss: 4.6071 | lr: 0.100000
[11.23.21|02:22:05] 	Iter 140000 Done. | loss: 4.3425 | lr: 0.100000
[11.23.21|02:22:44] 	Iter 140100 Done. | loss: 4.1669 | lr: 0.100000
[11.23.21|02:23:23] 	Iter 140200 Done. | loss: 3.7097 | lr: 0.100000
[11.23.21|02:24:01] 	Iter 140300 Done. | loss: 4.1039 | lr: 0.100000
[11.23.21|02:24:40] 	Iter 140400 Done. | loss: 3.9821 | lr: 0.100000
[11.23.21|02:25:18] 	Iter 140500 Done. | loss: 4.5993 | lr: 0.100000
[11.23.21|02:25:57] 	Iter 140600 Done. | loss: 4.7777 | lr: 0.100000
[11.23.21|02:26:36] 	Iter 140700 Done. | loss: 3.7979 | lr: 0.100000
[11.23.21|02:27:14] 	Iter 140800 Done. | loss: 4.4920 | lr: 0.100000
[11.23.21|02:27:53] 	Iter 140900 Done. | loss: 4.4126 | lr: 0.100000
[11.23.21|02:28:31] 	Iter 141000 Done. | loss: 4.5682 | lr: 0.100000
[11.23.21|02:29:10] 	Iter 141100 Done. | loss: 3.7584 | lr: 0.100000
[11.23.21|02:29:48] 	Iter 141200 Done. | loss: 4.6297 | lr: 0.100000
[11.23.21|02:30:27] 	Iter 141300 Done. | loss: 4.2729 | lr: 0.100000
[11.23.21|02:31:06] 	Iter 141400 Done. | loss: 3.8733 | lr: 0.100000
[11.23.21|02:31:44] 	Iter 141500 Done. | loss: 4.5228 | lr: 0.100000
[11.23.21|02:32:23] 	Iter 141600 Done. | loss: 3.9960 | lr: 0.100000
[11.23.21|02:33:01] 	Iter 141700 Done. | loss: 4.3020 | lr: 0.100000
[11.23.21|02:33:40] 	Iter 141800 Done. | loss: 4.4459 | lr: 0.100000
[11.23.21|02:34:19] 	Iter 141900 Done. | loss: 4.4579 | lr: 0.100000
[11.23.21|02:34:57] 	Iter 142000 Done. | loss: 3.8701 | lr: 0.100000
[11.23.21|02:35:36] 	Iter 142100 Done. | loss: 4.6197 | lr: 0.100000
[11.23.21|02:36:14] 	Iter 142200 Done. | loss: 4.1456 | lr: 0.100000
[11.23.21|02:36:53] 	Iter 142300 Done. | loss: 4.2362 | lr: 0.100000
[11.23.21|02:37:31] 	Iter 142400 Done. | loss: 3.9903 | lr: 0.100000
[11.23.21|02:38:10] 	Iter 142500 Done. | loss: 4.0099 | lr: 0.100000
[11.23.21|02:38:49] 	Iter 142600 Done. | loss: 3.9590 | lr: 0.100000
[11.23.21|02:39:27] 	Iter 142700 Done. | loss: 3.9490 | lr: 0.100000
[11.23.21|02:39:46] 	mean_loss: 4.12902117705323
[11.23.21|02:39:46] Time consumption:
[11.23.21|02:39:46] Done.
[11.23.21|02:39:46] Training epoch: 19
[11.23.21|02:40:07] 	Iter 142800 Done. | loss: 4.2696 | lr: 0.100000
[11.23.21|02:40:45] 	Iter 142900 Done. | loss: 4.1136 | lr: 0.100000
[11.23.21|02:41:24] 	Iter 143000 Done. | loss: 4.1671 | lr: 0.100000
[11.23.21|02:42:02] 	Iter 143100 Done. | loss: 4.5946 | lr: 0.100000
[11.23.21|02:42:41] 	Iter 143200 Done. | loss: 3.8194 | lr: 0.100000
[11.23.21|02:43:20] 	Iter 143300 Done. | loss: 4.3343 | lr: 0.100000
[11.23.21|02:43:58] 	Iter 143400 Done. | loss: 3.9647 | lr: 0.100000
[11.23.21|02:44:37] 	Iter 143500 Done. | loss: 3.9849 | lr: 0.100000
[11.23.21|02:45:15] 	Iter 143600 Done. | loss: 4.6295 | lr: 0.100000
[11.23.21|02:45:54] 	Iter 143700 Done. | loss: 3.7120 | lr: 0.100000
[11.23.21|02:46:33] 	Iter 143800 Done. | loss: 4.0743 | lr: 0.100000
[11.23.21|02:47:11] 	Iter 143900 Done. | loss: 4.3070 | lr: 0.100000
[11.23.21|02:47:50] 	Iter 144000 Done. | loss: 3.9846 | lr: 0.100000
[11.23.21|02:48:28] 	Iter 144100 Done. | loss: 4.3272 | lr: 0.100000
[11.23.21|02:49:07] 	Iter 144200 Done. | loss: 4.1058 | lr: 0.100000
[11.23.21|02:49:46] 	Iter 144300 Done. | loss: 4.4881 | lr: 0.100000
[11.23.21|02:50:24] 	Iter 144400 Done. | loss: 4.3508 | lr: 0.100000
[11.23.21|02:51:03] 	Iter 144500 Done. | loss: 3.9406 | lr: 0.100000
[11.23.21|02:51:41] 	Iter 144600 Done. | loss: 3.9786 | lr: 0.100000
[11.23.21|02:52:20] 	Iter 144700 Done. | loss: 4.1117 | lr: 0.100000
[11.23.21|02:52:58] 	Iter 144800 Done. | loss: 4.4748 | lr: 0.100000
[11.23.21|02:53:37] 	Iter 144900 Done. | loss: 4.1866 | lr: 0.100000
[11.23.21|02:54:16] 	Iter 145000 Done. | loss: 4.2506 | lr: 0.100000
[11.23.21|02:54:54] 	Iter 145100 Done. | loss: 4.5637 | lr: 0.100000
[11.23.21|02:55:33] 	Iter 145200 Done. | loss: 3.7339 | lr: 0.100000
[11.23.21|02:56:11] 	Iter 145300 Done. | loss: 4.3570 | lr: 0.100000
[11.23.21|02:56:50] 	Iter 145400 Done. | loss: 3.8050 | lr: 0.100000
[11.23.21|02:57:29] 	Iter 145500 Done. | loss: 4.1255 | lr: 0.100000
[11.23.21|02:58:07] 	Iter 145600 Done. | loss: 4.2314 | lr: 0.100000
[11.23.21|02:58:46] 	Iter 145700 Done. | loss: 4.0206 | lr: 0.100000
[11.23.21|02:59:24] 	Iter 145800 Done. | loss: 4.1551 | lr: 0.100000
[11.23.21|03:00:03] 	Iter 145900 Done. | loss: 3.7002 | lr: 0.100000
[11.23.21|03:00:41] 	Iter 146000 Done. | loss: 3.6905 | lr: 0.100000
[11.23.21|03:01:20] 	Iter 146100 Done. | loss: 4.5137 | lr: 0.100000
[11.23.21|03:01:59] 	Iter 146200 Done. | loss: 4.3166 | lr: 0.100000
[11.23.21|03:02:37] 	Iter 146300 Done. | loss: 3.7732 | lr: 0.100000
[11.23.21|03:03:16] 	Iter 146400 Done. | loss: 4.8379 | lr: 0.100000
[11.23.21|03:03:54] 	Iter 146500 Done. | loss: 3.9591 | lr: 0.100000
[11.23.21|03:04:33] 	Iter 146600 Done. | loss: 3.9444 | lr: 0.100000
[11.23.21|03:05:12] 	Iter 146700 Done. | loss: 3.8854 | lr: 0.100000
[11.23.21|03:05:50] 	Iter 146800 Done. | loss: 4.7870 | lr: 0.100000
[11.23.21|03:06:29] 	Iter 146900 Done. | loss: 4.1207 | lr: 0.100000
[11.23.21|03:07:07] 	Iter 147000 Done. | loss: 3.9320 | lr: 0.100000
[11.23.21|03:07:46] 	Iter 147100 Done. | loss: 4.3692 | lr: 0.100000
[11.23.21|03:08:25] 	Iter 147200 Done. | loss: 4.5832 | lr: 0.100000
[11.23.21|03:09:03] 	Iter 147300 Done. | loss: 3.4509 | lr: 0.100000
[11.23.21|03:09:42] 	Iter 147400 Done. | loss: 4.1106 | lr: 0.100000
[11.23.21|03:10:20] 	Iter 147500 Done. | loss: 3.6638 | lr: 0.100000
[11.23.21|03:10:59] 	Iter 147600 Done. | loss: 4.0675 | lr: 0.100000
[11.23.21|03:11:37] 	Iter 147700 Done. | loss: 4.4501 | lr: 0.100000
[11.23.21|03:12:16] 	Iter 147800 Done. | loss: 4.2148 | lr: 0.100000
[11.23.21|03:12:55] 	Iter 147900 Done. | loss: 4.3231 | lr: 0.100000
[11.23.21|03:13:33] 	Iter 148000 Done. | loss: 3.8270 | lr: 0.100000
[11.23.21|03:14:12] 	Iter 148100 Done. | loss: 3.6479 | lr: 0.100000
[11.23.21|03:14:50] 	Iter 148200 Done. | loss: 4.3537 | lr: 0.100000
[11.23.21|03:15:29] 	Iter 148300 Done. | loss: 3.8108 | lr: 0.100000
[11.23.21|03:16:08] 	Iter 148400 Done. | loss: 4.4042 | lr: 0.100000
[11.23.21|03:16:46] 	Iter 148500 Done. | loss: 3.9676 | lr: 0.100000
[11.23.21|03:17:25] 	Iter 148600 Done. | loss: 3.5890 | lr: 0.100000
[11.23.21|03:18:03] 	Iter 148700 Done. | loss: 4.3704 | lr: 0.100000
[11.23.21|03:18:42] 	Iter 148800 Done. | loss: 4.2190 | lr: 0.100000
[11.23.21|03:19:21] 	Iter 148900 Done. | loss: 3.6156 | lr: 0.100000
[11.23.21|03:19:59] 	Iter 149000 Done. | loss: 4.5810 | lr: 0.100000
[11.23.21|03:20:38] 	Iter 149100 Done. | loss: 4.4702 | lr: 0.100000
[11.23.21|03:21:16] 	Iter 149200 Done. | loss: 3.7933 | lr: 0.100000
[11.23.21|03:21:55] 	Iter 149300 Done. | loss: 5.3443 | lr: 0.100000
[11.23.21|03:22:33] 	Iter 149400 Done. | loss: 4.9712 | lr: 0.100000
[11.23.21|03:23:12] 	Iter 149500 Done. | loss: 4.3192 | lr: 0.100000
[11.23.21|03:23:51] 	Iter 149600 Done. | loss: 4.6296 | lr: 0.100000
[11.23.21|03:24:29] 	Iter 149700 Done. | loss: 4.5302 | lr: 0.100000
[11.23.21|03:25:08] 	Iter 149800 Done. | loss: 3.8317 | lr: 0.100000
[11.23.21|03:25:46] 	Iter 149900 Done. | loss: 3.4382 | lr: 0.100000
[11.23.21|03:26:25] 	Iter 150000 Done. | loss: 3.9200 | lr: 0.100000
[11.23.21|03:27:04] 	Iter 150100 Done. | loss: 3.9297 | lr: 0.100000
[11.23.21|03:27:42] 	Iter 150200 Done. | loss: 4.0969 | lr: 0.100000
[11.23.21|03:28:06] 	mean_loss: 4.123500081268842
[11.23.21|03:28:06] Time consumption:
[11.23.21|03:28:06] Done.
[11.23.21|03:28:06] The model has been saved as elias/epoch20_model.pt.
[11.23.21|03:28:06] Eval epoch: 19
[11.23.21|03:30:41] 	mean_loss: 4.137072993018131
[11.23.21|03:30:41] 	Top1: 16.78%
[11.23.21|03:30:41] 	Top5: 36.21%
[11.23.21|03:30:41] Done.
[11.23.21|03:30:41] Training epoch: 20
[11.23.21|03:30:58] 	Iter 150300 Done. | loss: 4.2677 | lr: 0.010000
[11.23.21|03:31:36] 	Iter 150400 Done. | loss: 3.7360 | lr: 0.010000
[11.23.21|03:32:15] 	Iter 150500 Done. | loss: 3.9460 | lr: 0.010000
[11.23.21|03:32:53] 	Iter 150600 Done. | loss: 4.1790 | lr: 0.010000
[11.23.21|03:33:32] 	Iter 150700 Done. | loss: 3.5251 | lr: 0.010000
[11.23.21|03:34:11] 	Iter 150800 Done. | loss: 3.6167 | lr: 0.010000
[11.23.21|03:34:49] 	Iter 150900 Done. | loss: 3.9763 | lr: 0.010000
[11.23.21|03:35:28] 	Iter 151000 Done. | loss: 3.9384 | lr: 0.010000
[11.23.21|03:36:07] 	Iter 151100 Done. | loss: 3.4713 | lr: 0.010000
[11.23.21|03:36:45] 	Iter 151200 Done. | loss: 3.7778 | lr: 0.010000
[11.23.21|03:37:24] 	Iter 151300 Done. | loss: 3.2515 | lr: 0.010000
[11.23.21|03:38:02] 	Iter 151400 Done. | loss: 2.6849 | lr: 0.010000
[11.23.21|03:38:41] 	Iter 151500 Done. | loss: 3.3742 | lr: 0.010000
[11.23.21|03:39:21] 	Iter 151600 Done. | loss: 3.5829 | lr: 0.010000
[11.23.21|03:40:00] 	Iter 151700 Done. | loss: 3.7489 | lr: 0.010000
[11.23.21|03:40:38] 	Iter 151800 Done. | loss: 3.3895 | lr: 0.010000
[11.23.21|03:41:17] 	Iter 151900 Done. | loss: 4.4573 | lr: 0.010000
[11.23.21|03:41:55] 	Iter 152000 Done. | loss: 3.0892 | lr: 0.010000
[11.23.21|03:42:34] 	Iter 152100 Done. | loss: 3.2872 | lr: 0.010000
[11.23.21|03:43:13] 	Iter 152200 Done. | loss: 3.8202 | lr: 0.010000
[11.23.21|03:43:51] 	Iter 152300 Done. | loss: 3.3880 | lr: 0.010000
[11.23.21|03:44:30] 	Iter 152400 Done. | loss: 3.4343 | lr: 0.010000
[11.23.21|03:45:08] 	Iter 152500 Done. | loss: 3.3798 | lr: 0.010000
[11.23.21|03:45:47] 	Iter 152600 Done. | loss: 3.5979 | lr: 0.010000
[11.23.21|03:46:25] 	Iter 152700 Done. | loss: 3.6204 | lr: 0.010000
[11.23.21|03:47:06] 	Iter 152800 Done. | loss: 3.8176 | lr: 0.010000
[11.23.21|03:47:45] 	Iter 152900 Done. | loss: 3.9869 | lr: 0.010000
[11.23.21|03:48:24] 	Iter 153000 Done. | loss: 3.5547 | lr: 0.010000
[11.23.21|03:49:03] 	Iter 153100 Done. | loss: 3.0380 | lr: 0.010000
[11.23.21|03:49:41] 	Iter 153200 Done. | loss: 3.9976 | lr: 0.010000
[11.23.21|03:50:20] 	Iter 153300 Done. | loss: 3.2351 | lr: 0.010000
[11.23.21|03:50:58] 	Iter 153400 Done. | loss: 3.6851 | lr: 0.010000
[11.23.21|03:51:37] 	Iter 153500 Done. | loss: 4.0858 | lr: 0.010000
[11.23.21|03:52:15] 	Iter 153600 Done. | loss: 3.4248 | lr: 0.010000
[11.23.21|03:52:54] 	Iter 153700 Done. | loss: 3.7078 | lr: 0.010000
[11.23.21|03:53:33] 	Iter 153800 Done. | loss: 4.1114 | lr: 0.010000
[11.23.21|03:54:11] 	Iter 153900 Done. | loss: 3.8711 | lr: 0.010000
[11.23.21|03:54:50] 	Iter 154000 Done. | loss: 4.0454 | lr: 0.010000
[11.23.21|03:55:29] 	Iter 154100 Done. | loss: 3.9426 | lr: 0.010000
[11.23.21|03:56:07] 	Iter 154200 Done. | loss: 3.7083 | lr: 0.010000
[11.23.21|03:56:46] 	Iter 154300 Done. | loss: 4.0820 | lr: 0.010000
[11.23.21|03:57:24] 	Iter 154400 Done. | loss: 3.8985 | lr: 0.010000
[11.23.21|03:58:03] 	Iter 154500 Done. | loss: 4.3990 | lr: 0.010000
[11.23.21|03:58:42] 	Iter 154600 Done. | loss: 4.5769 | lr: 0.010000
[11.23.21|03:59:21] 	Iter 154700 Done. | loss: 4.3220 | lr: 0.010000
[11.23.21|04:00:00] 	Iter 154800 Done. | loss: 3.7044 | lr: 0.010000
[11.23.21|04:00:38] 	Iter 154900 Done. | loss: 3.5613 | lr: 0.010000
[11.23.21|04:01:17] 	Iter 155000 Done. | loss: 2.8143 | lr: 0.010000
[11.23.21|04:01:56] 	Iter 155100 Done. | loss: 3.5707 | lr: 0.010000
[11.23.21|04:02:34] 	Iter 155200 Done. | loss: 3.7159 | lr: 0.010000
[11.23.21|04:03:13] 	Iter 155300 Done. | loss: 3.3330 | lr: 0.010000
[11.23.21|04:03:51] 	Iter 155400 Done. | loss: 3.5764 | lr: 0.010000
[11.23.21|04:04:30] 	Iter 155500 Done. | loss: 3.5556 | lr: 0.010000
[11.23.21|04:05:09] 	Iter 155600 Done. | loss: 3.3394 | lr: 0.010000
[11.23.21|04:05:47] 	Iter 155700 Done. | loss: 3.6846 | lr: 0.010000
[11.23.21|04:06:26] 	Iter 155800 Done. | loss: 3.1629 | lr: 0.010000
[11.23.21|04:07:04] 	Iter 155900 Done. | loss: 3.6032 | lr: 0.010000
[11.23.21|04:07:44] 	Iter 156000 Done. | loss: 3.5797 | lr: 0.010000
[11.23.21|04:08:22] 	Iter 156100 Done. | loss: 3.7012 | lr: 0.010000
[11.23.21|04:09:01] 	Iter 156200 Done. | loss: 3.7611 | lr: 0.010000
[11.23.21|04:09:41] 	Iter 156300 Done. | loss: 3.6938 | lr: 0.010000
[11.23.21|04:10:22] 	Iter 156400 Done. | loss: 3.8262 | lr: 0.010000
[11.23.21|04:11:00] 	Iter 156500 Done. | loss: 3.3777 | lr: 0.010000
[11.23.21|04:11:39] 	Iter 156600 Done. | loss: 3.8676 | lr: 0.010000
[11.23.21|04:12:17] 	Iter 156700 Done. | loss: 3.7475 | lr: 0.010000
[11.23.21|04:12:56] 	Iter 156800 Done. | loss: 3.9983 | lr: 0.010000
[11.23.21|04:13:35] 	Iter 156900 Done. | loss: 4.1095 | lr: 0.010000
[11.23.21|04:14:13] 	Iter 157000 Done. | loss: 3.6606 | lr: 0.010000
[11.23.21|04:14:52] 	Iter 157100 Done. | loss: 3.5434 | lr: 0.010000
[11.23.21|04:15:30] 	Iter 157200 Done. | loss: 4.6091 | lr: 0.010000
[11.23.21|04:16:09] 	Iter 157300 Done. | loss: 3.2877 | lr: 0.010000
[11.23.21|04:16:49] 	Iter 157400 Done. | loss: 4.5997 | lr: 0.010000
[11.23.21|04:17:27] 	Iter 157500 Done. | loss: 3.6214 | lr: 0.010000
[11.23.21|04:18:06] 	Iter 157600 Done. | loss: 3.7352 | lr: 0.010000
[11.23.21|04:18:45] 	Iter 157700 Done. | loss: 3.5860 | lr: 0.010000
[11.23.21|04:19:13] 	mean_loss: 3.694155254996158
[11.23.21|04:19:13] Time consumption:
[11.23.21|04:19:13] Done.
[11.23.21|04:19:13] Training epoch: 21
[11.23.21|04:19:24] 	Iter 157800 Done. | loss: 3.6648 | lr: 0.010000
[11.23.21|04:20:03] 	Iter 157900 Done. | loss: 3.4500 | lr: 0.010000
[11.23.21|04:20:42] 	Iter 158000 Done. | loss: 3.6563 | lr: 0.010000
[11.23.21|04:21:20] 	Iter 158100 Done. | loss: 3.8040 | lr: 0.010000
[11.23.21|04:21:59] 	Iter 158200 Done. | loss: 3.6801 | lr: 0.010000
[11.23.21|04:22:37] 	Iter 158300 Done. | loss: 4.1461 | lr: 0.010000
[11.23.21|04:23:16] 	Iter 158400 Done. | loss: 3.9062 | lr: 0.010000
[11.23.21|04:23:55] 	Iter 158500 Done. | loss: 3.7051 | lr: 0.010000
[11.23.21|04:24:33] 	Iter 158600 Done. | loss: 3.1555 | lr: 0.010000
[11.23.21|04:25:12] 	Iter 158700 Done. | loss: 3.5304 | lr: 0.010000
[11.23.21|04:25:50] 	Iter 158800 Done. | loss: 3.6957 | lr: 0.010000
[11.23.21|04:26:29] 	Iter 158900 Done. | loss: 3.8205 | lr: 0.010000
[11.23.21|04:27:08] 	Iter 159000 Done. | loss: 3.9825 | lr: 0.010000
[11.23.21|04:27:46] 	Iter 159100 Done. | loss: 3.1470 | lr: 0.010000
[11.23.21|04:28:25] 	Iter 159200 Done. | loss: 3.0965 | lr: 0.010000
[11.23.21|04:29:03] 	Iter 159300 Done. | loss: 3.1198 | lr: 0.010000
[11.23.21|04:29:42] 	Iter 159400 Done. | loss: 3.7929 | lr: 0.010000
[11.23.21|04:30:21] 	Iter 159500 Done. | loss: 3.6549 | lr: 0.010000
[11.23.21|04:30:59] 	Iter 159600 Done. | loss: 3.0415 | lr: 0.010000
[11.23.21|04:31:38] 	Iter 159700 Done. | loss: 3.5990 | lr: 0.010000
[11.23.21|04:32:16] 	Iter 159800 Done. | loss: 3.7852 | lr: 0.010000
[11.23.21|04:32:55] 	Iter 159900 Done. | loss: 3.3275 | lr: 0.010000
[11.23.21|04:33:34] 	Iter 160000 Done. | loss: 3.8830 | lr: 0.010000
[11.23.21|04:34:12] 	Iter 160100 Done. | loss: 3.2235 | lr: 0.010000
[11.23.21|04:34:51] 	Iter 160200 Done. | loss: 3.5065 | lr: 0.010000
[11.23.21|04:35:30] 	Iter 160300 Done. | loss: 3.6356 | lr: 0.010000
[11.23.21|04:36:08] 	Iter 160400 Done. | loss: 3.5466 | lr: 0.010000
[11.23.21|04:36:47] 	Iter 160500 Done. | loss: 3.2635 | lr: 0.010000
[11.23.21|04:37:25] 	Iter 160600 Done. | loss: 3.2436 | lr: 0.010000
[11.23.21|04:38:04] 	Iter 160700 Done. | loss: 3.3819 | lr: 0.010000
[11.23.21|04:38:43] 	Iter 160800 Done. | loss: 3.3895 | lr: 0.010000
[11.23.21|04:39:23] 	Iter 160900 Done. | loss: 3.6204 | lr: 0.010000
[11.23.21|04:40:01] 	Iter 161000 Done. | loss: 3.5998 | lr: 0.010000
[11.23.21|04:40:40] 	Iter 161100 Done. | loss: 4.0978 | lr: 0.010000
[11.23.21|04:41:18] 	Iter 161200 Done. | loss: 4.1597 | lr: 0.010000
[11.23.21|04:41:57] 	Iter 161300 Done. | loss: 3.4113 | lr: 0.010000
[11.23.21|04:42:35] 	Iter 161400 Done. | loss: 3.7173 | lr: 0.010000
[11.23.21|04:43:14] 	Iter 161500 Done. | loss: 3.7067 | lr: 0.010000
[11.23.21|04:43:53] 	Iter 161600 Done. | loss: 3.1198 | lr: 0.010000
[11.23.21|04:44:31] 	Iter 161700 Done. | loss: 3.6462 | lr: 0.010000
[11.23.21|04:45:10] 	Iter 161800 Done. | loss: 3.4649 | lr: 0.010000
[11.23.21|04:45:48] 	Iter 161900 Done. | loss: 3.2376 | lr: 0.010000
[11.23.21|04:46:27] 	Iter 162000 Done. | loss: 3.9697 | lr: 0.010000
[11.23.21|04:47:06] 	Iter 162100 Done. | loss: 3.8925 | lr: 0.010000
[11.23.21|04:47:44] 	Iter 162200 Done. | loss: 4.3076 | lr: 0.010000
[11.23.21|04:48:23] 	Iter 162300 Done. | loss: 4.0199 | lr: 0.010000
[11.23.21|04:49:01] 	Iter 162400 Done. | loss: 3.5276 | lr: 0.010000
[11.23.21|04:49:40] 	Iter 162500 Done. | loss: 3.7424 | lr: 0.010000
[11.23.21|04:50:19] 	Iter 162600 Done. | loss: 2.7146 | lr: 0.010000
[11.23.21|04:50:57] 	Iter 162700 Done. | loss: 4.2031 | lr: 0.010000
[11.23.21|04:51:36] 	Iter 162800 Done. | loss: 3.7578 | lr: 0.010000
[11.23.21|04:52:14] 	Iter 162900 Done. | loss: 3.6974 | lr: 0.010000
[11.23.21|04:52:53] 	Iter 163000 Done. | loss: 3.0154 | lr: 0.010000
[11.23.21|04:53:32] 	Iter 163100 Done. | loss: 3.7516 | lr: 0.010000
[11.23.21|04:54:10] 	Iter 163200 Done. | loss: 3.9609 | lr: 0.010000
[11.23.21|04:54:49] 	Iter 163300 Done. | loss: 3.9373 | lr: 0.010000
[11.23.21|04:55:27] 	Iter 163400 Done. | loss: 3.2858 | lr: 0.010000
[11.23.21|04:56:06] 	Iter 163500 Done. | loss: 3.4340 | lr: 0.010000
[11.23.21|04:56:45] 	Iter 163600 Done. | loss: 3.8308 | lr: 0.010000
[11.23.21|04:57:23] 	Iter 163700 Done. | loss: 3.3404 | lr: 0.010000
[11.23.21|04:58:02] 	Iter 163800 Done. | loss: 4.2623 | lr: 0.010000
[11.23.21|04:58:40] 	Iter 163900 Done. | loss: 4.1229 | lr: 0.010000
[11.23.21|04:59:19] 	Iter 164000 Done. | loss: 2.9702 | lr: 0.010000
[11.23.21|04:59:58] 	Iter 164100 Done. | loss: 3.8612 | lr: 0.010000
[11.23.21|05:00:36] 	Iter 164200 Done. | loss: 3.2942 | lr: 0.010000
[11.23.21|05:01:15] 	Iter 164300 Done. | loss: 3.6479 | lr: 0.010000
[11.23.21|05:01:53] 	Iter 164400 Done. | loss: 4.0446 | lr: 0.010000
[11.23.21|05:02:32] 	Iter 164500 Done. | loss: 3.2815 | lr: 0.010000
[11.23.21|05:03:10] 	Iter 164600 Done. | loss: 3.0745 | lr: 0.010000
[11.23.21|05:03:49] 	Iter 164700 Done. | loss: 4.2221 | lr: 0.010000
[11.23.21|05:04:28] 	Iter 164800 Done. | loss: 3.7409 | lr: 0.010000
[11.23.21|05:05:08] 	Iter 164900 Done. | loss: 3.5388 | lr: 0.010000
[11.23.21|05:05:46] 	Iter 165000 Done. | loss: 3.3390 | lr: 0.010000
[11.23.21|05:06:25] 	Iter 165100 Done. | loss: 3.6926 | lr: 0.010000
[11.23.21|05:07:03] 	Iter 165200 Done. | loss: 3.7911 | lr: 0.010000
[11.23.21|05:07:37] 	mean_loss: 3.5905738836849768
[11.23.21|05:07:37] Time consumption:
[11.23.21|05:07:37] Done.
[11.23.21|05:07:37] Training epoch: 22
[11.23.21|05:07:43] 	Iter 165300 Done. | loss: 3.6029 | lr: 0.010000
[11.23.21|05:08:22] 	Iter 165400 Done. | loss: 3.5377 | lr: 0.010000
[11.23.21|05:09:00] 	Iter 165500 Done. | loss: 3.3671 | lr: 0.010000
[11.23.21|05:09:39] 	Iter 165600 Done. | loss: 3.9878 | lr: 0.010000
[11.23.21|05:10:17] 	Iter 165700 Done. | loss: 3.0494 | lr: 0.010000
[11.23.21|05:10:56] 	Iter 165800 Done. | loss: 3.4021 | lr: 0.010000
[11.23.21|05:11:35] 	Iter 165900 Done. | loss: 3.6918 | lr: 0.010000
[11.23.21|05:12:13] 	Iter 166000 Done. | loss: 3.5838 | lr: 0.010000
[11.23.21|05:12:52] 	Iter 166100 Done. | loss: 3.7374 | lr: 0.010000
[11.23.21|05:13:30] 	Iter 166200 Done. | loss: 2.5663 | lr: 0.010000
[11.23.21|05:14:09] 	Iter 166300 Done. | loss: 3.7364 | lr: 0.010000
[11.23.21|05:14:47] 	Iter 166400 Done. | loss: 3.6602 | lr: 0.010000
[11.23.21|05:15:26] 	Iter 166500 Done. | loss: 3.0280 | lr: 0.010000
[11.23.21|05:16:05] 	Iter 166600 Done. | loss: 2.8311 | lr: 0.010000
[11.23.21|05:16:43] 	Iter 166700 Done. | loss: 3.5261 | lr: 0.010000
[11.23.21|05:17:22] 	Iter 166800 Done. | loss: 2.9757 | lr: 0.010000
[11.23.21|05:18:00] 	Iter 166900 Done. | loss: 4.1869 | lr: 0.010000
[11.23.21|05:18:39] 	Iter 167000 Done. | loss: 3.4710 | lr: 0.010000
[11.23.21|05:19:18] 	Iter 167100 Done. | loss: 4.0107 | lr: 0.010000
[11.23.21|05:19:56] 	Iter 167200 Done. | loss: 3.6253 | lr: 0.010000
[11.23.21|05:20:35] 	Iter 167300 Done. | loss: 2.8398 | lr: 0.010000
[11.23.21|05:21:13] 	Iter 167400 Done. | loss: 3.7932 | lr: 0.010000
[11.23.21|05:21:52] 	Iter 167500 Done. | loss: 3.7683 | lr: 0.010000
[11.23.21|05:22:31] 	Iter 167600 Done. | loss: 3.7421 | lr: 0.010000
[11.23.21|05:23:09] 	Iter 167700 Done. | loss: 3.6067 | lr: 0.010000
[11.23.21|05:23:48] 	Iter 167800 Done. | loss: 3.5519 | lr: 0.010000
[11.23.21|05:24:26] 	Iter 167900 Done. | loss: 3.3459 | lr: 0.010000
[11.23.21|05:25:05] 	Iter 168000 Done. | loss: 3.6022 | lr: 0.010000
[11.23.21|05:25:43] 	Iter 168100 Done. | loss: 3.1288 | lr: 0.010000
[11.23.21|05:26:22] 	Iter 168200 Done. | loss: 3.4761 | lr: 0.010000
[11.23.21|05:27:01] 	Iter 168300 Done. | loss: 3.0629 | lr: 0.010000
[11.23.21|05:27:39] 	Iter 168400 Done. | loss: 3.8336 | lr: 0.010000
[11.23.21|05:28:18] 	Iter 168500 Done. | loss: 3.6163 | lr: 0.010000
[11.23.21|05:28:56] 	Iter 168600 Done. | loss: 2.9471 | lr: 0.010000
[11.23.21|05:29:35] 	Iter 168700 Done. | loss: 3.9314 | lr: 0.010000
[11.23.21|05:30:14] 	Iter 168800 Done. | loss: 3.8483 | lr: 0.010000
[11.23.21|05:30:52] 	Iter 168900 Done. | loss: 3.1653 | lr: 0.010000
[11.23.21|05:31:31] 	Iter 169000 Done. | loss: 3.0951 | lr: 0.010000
[11.23.21|05:32:09] 	Iter 169100 Done. | loss: 3.4482 | lr: 0.010000
[11.23.21|05:32:48] 	Iter 169200 Done. | loss: 3.3940 | lr: 0.010000
[11.23.21|05:33:27] 	Iter 169300 Done. | loss: 3.3004 | lr: 0.010000
[11.23.21|05:34:05] 	Iter 169400 Done. | loss: 3.4493 | lr: 0.010000
[11.23.21|05:34:44] 	Iter 169500 Done. | loss: 4.1810 | lr: 0.010000
[11.23.21|05:35:22] 	Iter 169600 Done. | loss: 3.4386 | lr: 0.010000
[11.23.21|05:36:01] 	Iter 169700 Done. | loss: 3.4858 | lr: 0.010000
[11.23.21|05:36:39] 	Iter 169800 Done. | loss: 3.4074 | lr: 0.010000
[11.23.21|05:37:18] 	Iter 169900 Done. | loss: 3.4735 | lr: 0.010000
[11.23.21|05:37:57] 	Iter 170000 Done. | loss: 3.5957 | lr: 0.010000
[11.23.21|05:38:35] 	Iter 170100 Done. | loss: 3.1784 | lr: 0.010000
[11.23.21|05:39:14] 	Iter 170200 Done. | loss: 3.3395 | lr: 0.010000
[11.23.21|05:39:52] 	Iter 170300 Done. | loss: 3.5643 | lr: 0.010000
[11.23.21|05:40:31] 	Iter 170400 Done. | loss: 3.4164 | lr: 0.010000
[11.23.21|05:41:10] 	Iter 170500 Done. | loss: 4.4698 | lr: 0.010000
[11.23.21|05:41:48] 	Iter 170600 Done. | loss: 3.3974 | lr: 0.010000
[11.23.21|05:42:27] 	Iter 170700 Done. | loss: 3.2836 | lr: 0.010000
[11.23.21|05:43:05] 	Iter 170800 Done. | loss: 3.1681 | lr: 0.010000
[11.23.21|05:43:44] 	Iter 170900 Done. | loss: 3.6021 | lr: 0.010000
[11.23.21|05:44:23] 	Iter 171000 Done. | loss: 4.0425 | lr: 0.010000
[11.23.21|05:45:01] 	Iter 171100 Done. | loss: 3.7278 | lr: 0.010000
[11.23.21|05:45:40] 	Iter 171200 Done. | loss: 3.5729 | lr: 0.010000
[11.23.21|05:46:18] 	Iter 171300 Done. | loss: 3.9898 | lr: 0.010000
[11.23.21|05:46:57] 	Iter 171400 Done. | loss: 3.3864 | lr: 0.010000
[11.23.21|05:47:36] 	Iter 171500 Done. | loss: 3.0620 | lr: 0.010000
[11.23.21|05:48:14] 	Iter 171600 Done. | loss: 3.8766 | lr: 0.010000
[11.23.21|05:48:53] 	Iter 171700 Done. | loss: 3.2588 | lr: 0.010000
[11.23.21|05:49:31] 	Iter 171800 Done. | loss: 3.6808 | lr: 0.010000
[11.23.21|05:50:10] 	Iter 171900 Done. | loss: 3.3923 | lr: 0.010000
[11.23.21|05:50:49] 	Iter 172000 Done. | loss: 3.4559 | lr: 0.010000
[11.23.21|05:51:27] 	Iter 172100 Done. | loss: 3.1634 | lr: 0.010000
[11.23.21|05:52:06] 	Iter 172200 Done. | loss: 3.7436 | lr: 0.010000
[11.23.21|05:52:45] 	Iter 172300 Done. | loss: 3.9406 | lr: 0.010000
[11.23.21|05:53:23] 	Iter 172400 Done. | loss: 3.7826 | lr: 0.010000
[11.23.21|05:54:04] 	Iter 172500 Done. | loss: 3.6318 | lr: 0.010000
[11.23.21|05:54:43] 	Iter 172600 Done. | loss: 4.2625 | lr: 0.010000
[11.23.21|05:55:24] 	Iter 172700 Done. | loss: 3.4338 | lr: 0.010000
[11.23.21|05:56:02] 	mean_loss: 3.553798114953561
[11.23.21|05:56:02] Time consumption:
[11.23.21|05:56:02] Done.
[11.23.21|05:56:02] Training epoch: 23
[11.23.21|05:56:03] 	Iter 172800 Done. | loss: 3.9259 | lr: 0.010000
[11.23.21|05:56:42] 	Iter 172900 Done. | loss: 4.2434 | lr: 0.010000
[11.23.21|05:57:21] 	Iter 173000 Done. | loss: 3.1391 | lr: 0.010000
[11.23.21|05:57:59] 	Iter 173100 Done. | loss: 3.4021 | lr: 0.010000
[11.23.21|05:58:38] 	Iter 173200 Done. | loss: 2.9560 | lr: 0.010000
[11.23.21|05:59:16] 	Iter 173300 Done. | loss: 3.8179 | lr: 0.010000
[11.23.21|05:59:55] 	Iter 173400 Done. | loss: 3.7898 | lr: 0.010000
[11.23.21|06:00:34] 	Iter 173500 Done. | loss: 3.6651 | lr: 0.010000
[11.23.21|06:01:12] 	Iter 173600 Done. | loss: 3.1030 | lr: 0.010000
[11.23.21|06:01:51] 	Iter 173700 Done. | loss: 3.8892 | lr: 0.010000
[11.23.21|06:02:29] 	Iter 173800 Done. | loss: 3.4979 | lr: 0.010000
[11.23.21|06:03:08] 	Iter 173900 Done. | loss: 3.2815 | lr: 0.010000
[11.23.21|06:03:47] 	Iter 174000 Done. | loss: 3.8584 | lr: 0.010000
[11.23.21|06:04:25] 	Iter 174100 Done. | loss: 3.6985 | lr: 0.010000
[11.23.21|06:05:04] 	Iter 174200 Done. | loss: 3.2911 | lr: 0.010000
[11.23.21|06:05:42] 	Iter 174300 Done. | loss: 3.2702 | lr: 0.010000
[11.23.21|06:06:21] 	Iter 174400 Done. | loss: 4.0018 | lr: 0.010000
[11.23.21|06:07:00] 	Iter 174500 Done. | loss: 4.3859 | lr: 0.010000
[11.23.21|06:07:38] 	Iter 174600 Done. | loss: 3.0929 | lr: 0.010000
[11.23.21|06:08:17] 	Iter 174700 Done. | loss: 3.9318 | lr: 0.010000
[11.23.21|06:08:55] 	Iter 174800 Done. | loss: 3.2637 | lr: 0.010000
[11.23.21|06:09:34] 	Iter 174900 Done. | loss: 3.8780 | lr: 0.010000
[11.23.21|06:10:13] 	Iter 175000 Done. | loss: 3.5026 | lr: 0.010000
[11.23.21|06:10:51] 	Iter 175100 Done. | loss: 3.6519 | lr: 0.010000
[11.23.21|06:11:30] 	Iter 175200 Done. | loss: 4.0286 | lr: 0.010000
[11.23.21|06:12:08] 	Iter 175300 Done. | loss: 3.3570 | lr: 0.010000
[11.23.21|06:12:47] 	Iter 175400 Done. | loss: 3.6086 | lr: 0.010000
[11.23.21|06:13:25] 	Iter 175500 Done. | loss: 3.1808 | lr: 0.010000
[11.23.21|06:14:04] 	Iter 175600 Done. | loss: 3.3129 | lr: 0.010000
[11.23.21|06:14:43] 	Iter 175700 Done. | loss: 3.5769 | lr: 0.010000
[11.23.21|06:15:21] 	Iter 175800 Done. | loss: 3.2426 | lr: 0.010000
[11.23.21|06:16:00] 	Iter 175900 Done. | loss: 3.7496 | lr: 0.010000
[11.23.21|06:16:38] 	Iter 176000 Done. | loss: 2.9030 | lr: 0.010000
[11.23.21|06:17:17] 	Iter 176100 Done. | loss: 3.3588 | lr: 0.010000
[11.23.21|06:17:56] 	Iter 176200 Done. | loss: 3.5343 | lr: 0.010000
[11.23.21|06:18:34] 	Iter 176300 Done. | loss: 4.2292 | lr: 0.010000
[11.23.21|06:19:13] 	Iter 176400 Done. | loss: 3.4453 | lr: 0.010000
[11.23.21|06:19:51] 	Iter 176500 Done. | loss: 3.9613 | lr: 0.010000
[11.23.21|06:20:30] 	Iter 176600 Done. | loss: 3.1676 | lr: 0.010000
[11.23.21|06:21:09] 	Iter 176700 Done. | loss: 3.5519 | lr: 0.010000
[11.23.21|06:21:47] 	Iter 176800 Done. | loss: 3.6893 | lr: 0.010000
[11.23.21|06:22:26] 	Iter 176900 Done. | loss: 3.3760 | lr: 0.010000
[11.23.21|06:23:04] 	Iter 177000 Done. | loss: 3.3105 | lr: 0.010000
[11.23.21|06:23:43] 	Iter 177100 Done. | loss: 3.9360 | lr: 0.010000
[11.23.21|06:24:22] 	Iter 177200 Done. | loss: 3.1230 | lr: 0.010000
[11.23.21|06:25:00] 	Iter 177300 Done. | loss: 3.1930 | lr: 0.010000
[11.23.21|06:25:39] 	Iter 177400 Done. | loss: 3.7225 | lr: 0.010000
[11.23.21|06:26:18] 	Iter 177500 Done. | loss: 4.1080 | lr: 0.010000
[11.23.21|06:26:56] 	Iter 177600 Done. | loss: 3.5178 | lr: 0.010000
[11.23.21|06:27:35] 	Iter 177700 Done. | loss: 3.8324 | lr: 0.010000
[11.23.21|06:28:13] 	Iter 177800 Done. | loss: 3.0093 | lr: 0.010000
[11.23.21|06:28:52] 	Iter 177900 Done. | loss: 3.2997 | lr: 0.010000
[11.23.21|06:29:31] 	Iter 178000 Done. | loss: 4.0819 | lr: 0.010000
[11.23.21|06:30:09] 	Iter 178100 Done. | loss: 3.8438 | lr: 0.010000
[11.23.21|06:30:48] 	Iter 178200 Done. | loss: 3.1111 | lr: 0.010000
[11.23.21|06:31:26] 	Iter 178300 Done. | loss: 3.9803 | lr: 0.010000
[11.23.21|06:32:05] 	Iter 178400 Done. | loss: 3.5632 | lr: 0.010000
[11.23.21|06:32:44] 	Iter 178500 Done. | loss: 3.9221 | lr: 0.010000
[11.23.21|06:33:22] 	Iter 178600 Done. | loss: 4.0143 | lr: 0.010000
[11.23.21|06:34:01] 	Iter 178700 Done. | loss: 3.6708 | lr: 0.010000
[11.23.21|06:34:40] 	Iter 178800 Done. | loss: 4.5946 | lr: 0.010000
[11.23.21|06:35:18] 	Iter 178900 Done. | loss: 2.9269 | lr: 0.010000
[11.23.21|06:35:57] 	Iter 179000 Done. | loss: 3.6419 | lr: 0.010000
[11.23.21|06:36:36] 	Iter 179100 Done. | loss: 3.6983 | lr: 0.010000
[11.23.21|06:37:14] 	Iter 179200 Done. | loss: 3.6041 | lr: 0.010000
[11.23.21|06:37:53] 	Iter 179300 Done. | loss: 3.4676 | lr: 0.010000
[11.23.21|06:38:31] 	Iter 179400 Done. | loss: 3.5249 | lr: 0.010000
[11.23.21|06:39:10] 	Iter 179500 Done. | loss: 3.4550 | lr: 0.010000
[11.23.21|06:39:49] 	Iter 179600 Done. | loss: 3.9816 | lr: 0.010000
[11.23.21|06:40:27] 	Iter 179700 Done. | loss: 3.2310 | lr: 0.010000
[11.23.21|06:41:06] 	Iter 179800 Done. | loss: 3.5739 | lr: 0.010000
[11.23.21|06:41:44] 	Iter 179900 Done. | loss: 3.8818 | lr: 0.010000
[11.23.21|06:42:23] 	Iter 180000 Done. | loss: 3.5257 | lr: 0.010000
[11.23.21|06:43:02] 	Iter 180100 Done. | loss: 3.2284 | lr: 0.010000
[11.23.21|06:43:40] 	Iter 180200 Done. | loss: 3.7594 | lr: 0.010000
[11.23.21|06:44:19] 	Iter 180300 Done. | loss: 3.3674 | lr: 0.010000
[11.23.21|06:44:24] 	mean_loss: 3.5307123533152684
[11.23.21|06:44:24] Time consumption:
[11.23.21|06:44:24] Done.
[11.23.21|06:44:24] Training epoch: 24
[11.23.21|06:44:58] 	Iter 180400 Done. | loss: 3.8482 | lr: 0.010000
[11.23.21|06:45:37] 	Iter 180500 Done. | loss: 3.4105 | lr: 0.010000
[11.23.21|06:46:16] 	Iter 180600 Done. | loss: 3.8727 | lr: 0.010000
[11.23.21|06:46:54] 	Iter 180700 Done. | loss: 3.6311 | lr: 0.010000
[11.23.21|06:47:33] 	Iter 180800 Done. | loss: 3.6562 | lr: 0.010000
[11.23.21|06:48:11] 	Iter 180900 Done. | loss: 3.1453 | lr: 0.010000
[11.23.21|06:48:50] 	Iter 181000 Done. | loss: 3.5046 | lr: 0.010000
[11.23.21|06:49:28] 	Iter 181100 Done. | loss: 3.4165 | lr: 0.010000
[11.23.21|06:50:07] 	Iter 181200 Done. | loss: 3.2455 | lr: 0.010000
[11.23.21|06:50:46] 	Iter 181300 Done. | loss: 3.5007 | lr: 0.010000
[11.23.21|06:51:24] 	Iter 181400 Done. | loss: 3.5077 | lr: 0.010000
[11.23.21|06:52:03] 	Iter 181500 Done. | loss: 3.7593 | lr: 0.010000
[11.23.21|06:52:41] 	Iter 181600 Done. | loss: 3.2725 | lr: 0.010000
[11.23.21|06:53:20] 	Iter 181700 Done. | loss: 3.3019 | lr: 0.010000
[11.23.21|06:53:59] 	Iter 181800 Done. | loss: 4.1221 | lr: 0.010000
[11.23.21|06:54:37] 	Iter 181900 Done. | loss: 3.0620 | lr: 0.010000
[11.23.21|06:55:16] 	Iter 182000 Done. | loss: 3.9038 | lr: 0.010000
[11.23.21|06:55:54] 	Iter 182100 Done. | loss: 3.3684 | lr: 0.010000
[11.23.21|06:56:33] 	Iter 182200 Done. | loss: 4.3870 | lr: 0.010000
[11.23.21|06:57:12] 	Iter 182300 Done. | loss: 2.9893 | lr: 0.010000
[11.23.21|06:57:50] 	Iter 182400 Done. | loss: 3.5635 | lr: 0.010000
[11.23.21|06:58:29] 	Iter 182500 Done. | loss: 3.4176 | lr: 0.010000
[11.23.21|06:59:07] 	Iter 182600 Done. | loss: 3.1381 | lr: 0.010000
[11.23.21|06:59:46] 	Iter 182700 Done. | loss: 3.7595 | lr: 0.010000
[11.23.21|07:00:25] 	Iter 182800 Done. | loss: 3.5732 | lr: 0.010000
[11.23.21|07:01:03] 	Iter 182900 Done. | loss: 4.2884 | lr: 0.010000
[11.23.21|07:01:42] 	Iter 183000 Done. | loss: 3.8727 | lr: 0.010000
[11.23.21|07:02:20] 	Iter 183100 Done. | loss: 3.3643 | lr: 0.010000
[11.23.21|07:02:59] 	Iter 183200 Done. | loss: 3.2492 | lr: 0.010000
[11.23.21|07:03:38] 	Iter 183300 Done. | loss: 2.5212 | lr: 0.010000
[11.23.21|07:04:16] 	Iter 183400 Done. | loss: 3.8703 | lr: 0.010000
[11.23.21|07:04:55] 	Iter 183500 Done. | loss: 2.9815 | lr: 0.010000
[11.23.21|07:05:33] 	Iter 183600 Done. | loss: 3.5770 | lr: 0.010000
[11.23.21|07:06:12] 	Iter 183700 Done. | loss: 3.0756 | lr: 0.010000
[11.23.21|07:06:50] 	Iter 183800 Done. | loss: 3.4653 | lr: 0.010000
[11.23.21|07:07:29] 	Iter 183900 Done. | loss: 3.2001 | lr: 0.010000
[11.23.21|07:08:08] 	Iter 184000 Done. | loss: 3.2735 | lr: 0.010000
[11.23.21|07:08:46] 	Iter 184100 Done. | loss: 2.8792 | lr: 0.010000
[11.23.21|07:09:25] 	Iter 184200 Done. | loss: 3.3455 | lr: 0.010000
[11.23.21|07:10:03] 	Iter 184300 Done. | loss: 4.0490 | lr: 0.010000
[11.23.21|07:10:42] 	Iter 184400 Done. | loss: 3.3074 | lr: 0.010000
[11.23.21|07:11:21] 	Iter 184500 Done. | loss: 3.7130 | lr: 0.010000
[11.23.21|07:11:59] 	Iter 184600 Done. | loss: 2.6306 | lr: 0.010000
[11.23.21|07:12:38] 	Iter 184700 Done. | loss: 3.8423 | lr: 0.010000
[11.23.21|07:13:16] 	Iter 184800 Done. | loss: 4.2119 | lr: 0.010000
[11.23.21|07:13:55] 	Iter 184900 Done. | loss: 3.2680 | lr: 0.010000
[11.23.21|07:14:34] 	Iter 185000 Done. | loss: 3.7305 | lr: 0.010000
[11.23.21|07:15:12] 	Iter 185100 Done. | loss: 2.8695 | lr: 0.010000
[11.23.21|07:15:51] 	Iter 185200 Done. | loss: 3.3781 | lr: 0.010000
[11.23.21|07:16:29] 	Iter 185300 Done. | loss: 3.2407 | lr: 0.010000
[11.23.21|07:17:08] 	Iter 185400 Done. | loss: 3.8122 | lr: 0.010000
[11.23.21|07:17:47] 	Iter 185500 Done. | loss: 3.9449 | lr: 0.010000
[11.23.21|07:18:25] 	Iter 185600 Done. | loss: 3.2056 | lr: 0.010000
[11.23.21|07:19:04] 	Iter 185700 Done. | loss: 3.8002 | lr: 0.010000
[11.23.21|07:19:42] 	Iter 185800 Done. | loss: 3.6652 | lr: 0.010000
[11.23.21|07:20:21] 	Iter 185900 Done. | loss: 2.8539 | lr: 0.010000
[11.23.21|07:21:00] 	Iter 186000 Done. | loss: 3.7185 | lr: 0.010000
[11.23.21|07:21:38] 	Iter 186100 Done. | loss: 2.8811 | lr: 0.010000
[11.23.21|07:22:17] 	Iter 186200 Done. | loss: 3.2004 | lr: 0.010000
[11.23.21|07:22:55] 	Iter 186300 Done. | loss: 2.9714 | lr: 0.010000
[11.23.21|07:23:34] 	Iter 186400 Done. | loss: 3.9146 | lr: 0.010000
[11.23.21|07:24:13] 	Iter 186500 Done. | loss: 3.9697 | lr: 0.010000
[11.23.21|07:24:51] 	Iter 186600 Done. | loss: 3.0318 | lr: 0.010000
[11.23.21|07:25:30] 	Iter 186700 Done. | loss: 3.3738 | lr: 0.010000
[11.23.21|07:26:08] 	Iter 186800 Done. | loss: 4.0958 | lr: 0.010000
[11.23.21|07:26:47] 	Iter 186900 Done. | loss: 3.4462 | lr: 0.010000
[11.23.21|07:27:26] 	Iter 187000 Done. | loss: 4.2376 | lr: 0.010000
[11.23.21|07:28:04] 	Iter 187100 Done. | loss: 3.4038 | lr: 0.010000
[11.23.21|07:28:43] 	Iter 187200 Done. | loss: 3.4150 | lr: 0.010000
[11.23.21|07:29:21] 	Iter 187300 Done. | loss: 3.7011 | lr: 0.010000
[11.23.21|07:30:00] 	Iter 187400 Done. | loss: 3.8851 | lr: 0.010000
[11.23.21|07:30:39] 	Iter 187500 Done. | loss: 3.3619 | lr: 0.010000
[11.23.21|07:31:17] 	Iter 187600 Done. | loss: 3.1863 | lr: 0.010000
[11.23.21|07:31:56] 	Iter 187700 Done. | loss: 3.7127 | lr: 0.010000
[11.23.21|07:32:34] 	Iter 187800 Done. | loss: 3.5239 | lr: 0.010000
[11.23.21|07:32:44] 	mean_loss: 3.511836330757055
[11.23.21|07:32:44] Time consumption:
[11.23.21|07:32:44] Done.
[11.23.21|07:32:44] Eval epoch: 24
[11.23.21|07:35:19] 	mean_loss: 3.5513755639650904
[11.23.21|07:35:19] 	Top1: 25.91%
[11.23.21|07:35:20] 	Top5: 47.84%
[11.23.21|07:35:20] Done.
[11.23.21|07:35:20] Training epoch: 25
[11.23.21|07:35:50] 	Iter 187900 Done. | loss: 3.5904 | lr: 0.010000
[11.23.21|07:36:28] 	Iter 188000 Done. | loss: 3.5551 | lr: 0.010000
[11.23.21|07:37:07] 	Iter 188100 Done. | loss: 3.4666 | lr: 0.010000
[11.23.21|07:37:45] 	Iter 188200 Done. | loss: 3.2995 | lr: 0.010000
[11.23.21|07:38:24] 	Iter 188300 Done. | loss: 4.0668 | lr: 0.010000
[11.23.21|07:39:03] 	Iter 188400 Done. | loss: 3.6491 | lr: 0.010000
[11.23.21|07:39:41] 	Iter 188500 Done. | loss: 4.4684 | lr: 0.010000
[11.23.21|07:40:20] 	Iter 188600 Done. | loss: 3.6438 | lr: 0.010000
[11.23.21|07:40:58] 	Iter 188700 Done. | loss: 3.6979 | lr: 0.010000
[11.23.21|07:41:37] 	Iter 188800 Done. | loss: 3.1149 | lr: 0.010000
[11.23.21|07:42:16] 	Iter 188900 Done. | loss: 3.4751 | lr: 0.010000
[11.23.21|07:42:54] 	Iter 189000 Done. | loss: 4.0987 | lr: 0.010000
[11.23.21|07:43:33] 	Iter 189100 Done. | loss: 3.4082 | lr: 0.010000
[11.23.21|07:44:11] 	Iter 189200 Done. | loss: 3.3747 | lr: 0.010000
[11.23.21|07:44:50] 	Iter 189300 Done. | loss: 3.3802 | lr: 0.010000
[11.23.21|07:45:29] 	Iter 189400 Done. | loss: 4.7450 | lr: 0.010000
[11.23.21|07:46:07] 	Iter 189500 Done. | loss: 3.4041 | lr: 0.010000
[11.23.21|07:46:46] 	Iter 189600 Done. | loss: 4.1694 | lr: 0.010000
[11.23.21|07:47:24] 	Iter 189700 Done. | loss: 3.7003 | lr: 0.010000
[11.23.21|07:48:03] 	Iter 189800 Done. | loss: 2.5405 | lr: 0.010000
[11.23.21|07:48:42] 	Iter 189900 Done. | loss: 3.9434 | lr: 0.010000
[11.23.21|07:49:20] 	Iter 190000 Done. | loss: 4.0791 | lr: 0.010000
[11.23.21|07:49:59] 	Iter 190100 Done. | loss: 3.6986 | lr: 0.010000
[11.23.21|07:50:37] 	Iter 190200 Done. | loss: 4.2335 | lr: 0.010000
[11.23.21|07:51:16] 	Iter 190300 Done. | loss: 3.3325 | lr: 0.010000
[11.23.21|07:51:54] 	Iter 190400 Done. | loss: 3.3690 | lr: 0.010000
[11.23.21|07:52:33] 	Iter 190500 Done. | loss: 3.5387 | lr: 0.010000
[11.23.21|07:53:12] 	Iter 190600 Done. | loss: 3.6816 | lr: 0.010000
[11.23.21|07:53:50] 	Iter 190700 Done. | loss: 2.8060 | lr: 0.010000
[11.23.21|07:54:29] 	Iter 190800 Done. | loss: 3.5897 | lr: 0.010000
[11.23.21|07:55:07] 	Iter 190900 Done. | loss: 2.9360 | lr: 0.010000
[11.23.21|07:55:46] 	Iter 191000 Done. | loss: 3.2063 | lr: 0.010000
[11.23.21|07:56:25] 	Iter 191100 Done. | loss: 3.4755 | lr: 0.010000
[11.23.21|07:57:03] 	Iter 191200 Done. | loss: 3.8589 | lr: 0.010000
[11.23.21|07:57:42] 	Iter 191300 Done. | loss: 3.2254 | lr: 0.010000
[11.23.21|07:58:20] 	Iter 191400 Done. | loss: 3.7824 | lr: 0.010000
[11.23.21|07:58:59] 	Iter 191500 Done. | loss: 4.5349 | lr: 0.010000
[11.23.21|07:59:38] 	Iter 191600 Done. | loss: 3.2565 | lr: 0.010000
[11.23.21|08:00:16] 	Iter 191700 Done. | loss: 3.2068 | lr: 0.010000
[11.23.21|08:00:55] 	Iter 191800 Done. | loss: 3.5642 | lr: 0.010000
[11.23.21|08:01:34] 	Iter 191900 Done. | loss: 3.7874 | lr: 0.010000
[11.23.21|08:02:13] 	Iter 192000 Done. | loss: 3.3681 | lr: 0.010000
[11.23.21|08:02:52] 	Iter 192100 Done. | loss: 3.4355 | lr: 0.010000
[11.23.21|08:03:30] 	Iter 192200 Done. | loss: 3.6336 | lr: 0.010000
[11.23.21|08:04:09] 	Iter 192300 Done. | loss: 2.9820 | lr: 0.010000
[11.23.21|08:04:48] 	Iter 192400 Done. | loss: 3.3676 | lr: 0.010000
[11.23.21|08:05:27] 	Iter 192500 Done. | loss: 3.5493 | lr: 0.010000
[11.23.21|08:06:05] 	Iter 192600 Done. | loss: 3.7461 | lr: 0.010000
[11.23.21|08:06:44] 	Iter 192700 Done. | loss: 3.5938 | lr: 0.010000
[11.23.21|08:07:23] 	Iter 192800 Done. | loss: 3.0239 | lr: 0.010000
[11.23.21|08:08:02] 	Iter 192900 Done. | loss: 3.0672 | lr: 0.010000
[11.23.21|08:08:41] 	Iter 193000 Done. | loss: 3.5624 | lr: 0.010000
[11.23.21|08:09:19] 	Iter 193100 Done. | loss: 3.0451 | lr: 0.010000
[11.23.21|08:09:58] 	Iter 193200 Done. | loss: 3.1666 | lr: 0.010000
[11.23.21|08:10:37] 	Iter 193300 Done. | loss: 3.1819 | lr: 0.010000
[11.23.21|08:11:16] 	Iter 193400 Done. | loss: 3.7544 | lr: 0.010000
[11.23.21|08:11:55] 	Iter 193500 Done. | loss: 3.4539 | lr: 0.010000
[11.23.21|08:12:33] 	Iter 193600 Done. | loss: 3.9625 | lr: 0.010000
[11.23.21|08:13:12] 	Iter 193700 Done. | loss: 4.2127 | lr: 0.010000
[11.23.21|08:13:51] 	Iter 193800 Done. | loss: 4.1393 | lr: 0.010000
[11.23.21|08:14:30] 	Iter 193900 Done. | loss: 4.0573 | lr: 0.010000
[11.23.21|08:15:09] 	Iter 194000 Done. | loss: 3.5190 | lr: 0.010000
[11.23.21|08:15:48] 	Iter 194100 Done. | loss: 3.3321 | lr: 0.010000
[11.23.21|08:16:26] 	Iter 194200 Done. | loss: 3.7414 | lr: 0.010000
[11.23.21|08:17:05] 	Iter 194300 Done. | loss: 3.2478 | lr: 0.010000
[11.23.21|08:17:44] 	Iter 194400 Done. | loss: 3.3095 | lr: 0.010000
[11.23.21|08:18:23] 	Iter 194500 Done. | loss: 3.4490 | lr: 0.010000
[11.23.21|08:19:02] 	Iter 194600 Done. | loss: 3.2273 | lr: 0.010000
[11.23.21|08:19:41] 	Iter 194700 Done. | loss: 3.6397 | lr: 0.010000
[11.23.21|08:20:19] 	Iter 194800 Done. | loss: 3.8891 | lr: 0.010000
[11.23.21|08:20:58] 	Iter 194900 Done. | loss: 3.4728 | lr: 0.010000
[11.23.21|08:21:37] 	Iter 195000 Done. | loss: 4.2083 | lr: 0.010000
[11.23.21|08:22:16] 	Iter 195100 Done. | loss: 2.9541 | lr: 0.010000
[11.23.21|08:22:55] 	Iter 195200 Done. | loss: 3.1295 | lr: 0.010000
[11.23.21|08:23:33] 	Iter 195300 Done. | loss: 3.1047 | lr: 0.010000
[11.23.21|08:23:48] 	mean_loss: 3.4988212793942504
[11.23.21|08:23:48] Time consumption:
[11.23.21|08:23:48] Done.
[11.23.21|08:23:48] Training epoch: 26
[11.23.21|08:24:13] 	Iter 195400 Done. | loss: 3.3343 | lr: 0.010000
[11.23.21|08:24:52] 	Iter 195500 Done. | loss: 4.1700 | lr: 0.010000
[11.23.21|08:25:31] 	Iter 195600 Done. | loss: 3.4293 | lr: 0.010000
[11.23.21|08:26:10] 	Iter 195700 Done. | loss: 3.2594 | lr: 0.010000
[11.23.21|08:26:49] 	Iter 195800 Done. | loss: 2.8054 | lr: 0.010000
[11.23.21|08:27:27] 	Iter 195900 Done. | loss: 2.6132 | lr: 0.010000
[11.23.21|08:28:06] 	Iter 196000 Done. | loss: 3.6973 | lr: 0.010000
[11.23.21|08:28:45] 	Iter 196100 Done. | loss: 3.1509 | lr: 0.010000
[11.23.21|08:29:24] 	Iter 196200 Done. | loss: 3.7288 | lr: 0.010000
[11.23.21|08:30:02] 	Iter 196300 Done. | loss: 3.5631 | lr: 0.010000
[11.23.21|08:30:41] 	Iter 196400 Done. | loss: 3.7801 | lr: 0.010000
[11.23.21|08:31:20] 	Iter 196500 Done. | loss: 3.7197 | lr: 0.010000
[11.23.21|08:31:59] 	Iter 196600 Done. | loss: 3.7280 | lr: 0.010000
[11.23.21|08:32:38] 	Iter 196700 Done. | loss: 3.9780 | lr: 0.010000
[11.23.21|08:33:16] 	Iter 196800 Done. | loss: 3.8193 | lr: 0.010000
[11.23.21|08:33:55] 	Iter 196900 Done. | loss: 3.3219 | lr: 0.010000
[11.23.21|08:34:34] 	Iter 197000 Done. | loss: 3.2858 | lr: 0.010000
[11.23.21|08:35:13] 	Iter 197100 Done. | loss: 3.4168 | lr: 0.010000
[11.23.21|08:35:52] 	Iter 197200 Done. | loss: 3.1740 | lr: 0.010000
[11.23.21|08:36:30] 	Iter 197300 Done. | loss: 3.7520 | lr: 0.010000
[11.23.21|08:37:09] 	Iter 197400 Done. | loss: 3.4392 | lr: 0.010000
[11.23.21|08:37:48] 	Iter 197500 Done. | loss: 3.4104 | lr: 0.010000
[11.23.21|08:38:27] 	Iter 197600 Done. | loss: 3.7608 | lr: 0.010000
[11.23.21|08:39:05] 	Iter 197700 Done. | loss: 3.5625 | lr: 0.010000
[11.23.21|08:39:44] 	Iter 197800 Done. | loss: 3.0003 | lr: 0.010000
[11.23.21|08:40:23] 	Iter 197900 Done. | loss: 3.3767 | lr: 0.010000
[11.23.21|08:41:02] 	Iter 198000 Done. | loss: 3.3588 | lr: 0.010000
[11.23.21|08:41:41] 	Iter 198100 Done. | loss: 3.5343 | lr: 0.010000
[11.23.21|08:42:19] 	Iter 198200 Done. | loss: 3.9268 | lr: 0.010000
[11.23.21|08:42:58] 	Iter 198300 Done. | loss: 3.8748 | lr: 0.010000
[11.23.21|08:43:37] 	Iter 198400 Done. | loss: 3.5777 | lr: 0.010000
[11.23.21|08:44:16] 	Iter 198500 Done. | loss: 3.2810 | lr: 0.010000
[11.23.21|08:44:54] 	Iter 198600 Done. | loss: 3.6127 | lr: 0.010000
[11.23.21|08:45:33] 	Iter 198700 Done. | loss: 2.9385 | lr: 0.010000
[11.23.21|08:46:12] 	Iter 198800 Done. | loss: 3.2096 | lr: 0.010000
[11.23.21|08:46:51] 	Iter 198900 Done. | loss: 4.0420 | lr: 0.010000
[11.23.21|08:47:30] 	Iter 199000 Done. | loss: 3.4363 | lr: 0.010000
[11.23.21|08:48:08] 	Iter 199100 Done. | loss: 3.1569 | lr: 0.010000
[11.23.21|08:48:47] 	Iter 199200 Done. | loss: 3.6822 | lr: 0.010000
[11.23.21|08:49:26] 	Iter 199300 Done. | loss: 2.9845 | lr: 0.010000
[11.23.21|08:50:05] 	Iter 199400 Done. | loss: 3.6302 | lr: 0.010000
[11.23.21|08:50:43] 	Iter 199500 Done. | loss: 3.2258 | lr: 0.010000
[11.23.21|08:51:22] 	Iter 199600 Done. | loss: 3.2334 | lr: 0.010000
[11.23.21|08:52:01] 	Iter 199700 Done. | loss: 3.7916 | lr: 0.010000
[11.23.21|08:52:40] 	Iter 199800 Done. | loss: 3.7694 | lr: 0.010000
[11.23.21|08:53:19] 	Iter 199900 Done. | loss: 3.3137 | lr: 0.010000
[11.23.21|08:53:57] 	Iter 200000 Done. | loss: 3.7658 | lr: 0.010000
[11.23.21|08:54:36] 	Iter 200100 Done. | loss: 3.3680 | lr: 0.010000
[11.23.21|08:55:15] 	Iter 200200 Done. | loss: 4.2930 | lr: 0.010000
[11.23.21|08:55:54] 	Iter 200300 Done. | loss: 3.6013 | lr: 0.010000
[11.23.21|08:56:32] 	Iter 200400 Done. | loss: 3.8931 | lr: 0.010000
[11.23.21|08:57:11] 	Iter 200500 Done. | loss: 3.8116 | lr: 0.010000
[11.23.21|08:57:50] 	Iter 200600 Done. | loss: 3.7522 | lr: 0.010000
[11.23.21|08:58:29] 	Iter 200700 Done. | loss: 3.1532 | lr: 0.010000
[11.23.21|08:59:07] 	Iter 200800 Done. | loss: 3.1534 | lr: 0.010000
[11.23.21|08:59:46] 	Iter 200900 Done. | loss: 4.1739 | lr: 0.010000
[11.23.21|09:00:25] 	Iter 201000 Done. | loss: 3.5447 | lr: 0.010000
[11.23.21|09:01:04] 	Iter 201100 Done. | loss: 3.1446 | lr: 0.010000
[11.23.21|09:01:43] 	Iter 201200 Done. | loss: 3.9745 | lr: 0.010000
[11.23.21|09:02:21] 	Iter 201300 Done. | loss: 3.2482 | lr: 0.010000
[11.23.21|09:03:00] 	Iter 201400 Done. | loss: 3.6863 | lr: 0.010000
[11.23.21|09:03:39] 	Iter 201500 Done. | loss: 3.7949 | lr: 0.010000
[11.23.21|09:04:18] 	Iter 201600 Done. | loss: 3.4992 | lr: 0.010000
[11.23.21|09:04:56] 	Iter 201700 Done. | loss: 3.6215 | lr: 0.010000
[11.23.21|09:05:35] 	Iter 201800 Done. | loss: 3.0621 | lr: 0.010000
[11.23.21|09:06:14] 	Iter 201900 Done. | loss: 3.1619 | lr: 0.010000
[11.23.21|09:06:53] 	Iter 202000 Done. | loss: 3.5418 | lr: 0.010000
[11.23.21|09:07:32] 	Iter 202100 Done. | loss: 3.8106 | lr: 0.010000
[11.23.21|09:08:10] 	Iter 202200 Done. | loss: 3.9650 | lr: 0.010000
[11.23.21|09:08:49] 	Iter 202300 Done. | loss: 3.8708 | lr: 0.010000
[11.23.21|09:09:28] 	Iter 202400 Done. | loss: 3.7156 | lr: 0.010000
[11.23.21|09:10:07] 	Iter 202500 Done. | loss: 3.0186 | lr: 0.010000
[11.23.21|09:10:45] 	Iter 202600 Done. | loss: 3.2429 | lr: 0.010000
[11.23.21|09:11:24] 	Iter 202700 Done. | loss: 3.4766 | lr: 0.010000
[11.23.21|09:12:03] 	Iter 202800 Done. | loss: 3.7076 | lr: 0.010000
[11.23.21|09:12:23] 	mean_loss: 3.485864610182022
[11.23.21|09:12:23] Time consumption:
[11.23.21|09:12:23] Done.
[11.23.21|09:12:23] Training epoch: 27
[11.23.21|09:12:43] 	Iter 202900 Done. | loss: 2.9269 | lr: 0.010000
[11.23.21|09:13:22] 	Iter 203000 Done. | loss: 4.5870 | lr: 0.010000
[11.23.21|09:14:00] 	Iter 203100 Done. | loss: 2.8965 | lr: 0.010000
[11.23.21|09:14:39] 	Iter 203200 Done. | loss: 3.3235 | lr: 0.010000
[11.23.21|09:15:18] 	Iter 203300 Done. | loss: 3.8990 | lr: 0.010000
[11.23.21|09:15:57] 	Iter 203400 Done. | loss: 3.1845 | lr: 0.010000
[11.23.21|09:16:36] 	Iter 203500 Done. | loss: 3.7833 | lr: 0.010000
[11.23.21|09:17:14] 	Iter 203600 Done. | loss: 3.4458 | lr: 0.010000
[11.23.21|09:17:53] 	Iter 203700 Done. | loss: 3.7956 | lr: 0.010000
[11.23.21|09:18:32] 	Iter 203800 Done. | loss: 3.7021 | lr: 0.010000
[11.23.21|09:19:11] 	Iter 203900 Done. | loss: 3.9462 | lr: 0.010000
[11.23.21|09:19:50] 	Iter 204000 Done. | loss: 3.7266 | lr: 0.010000
[11.23.21|09:20:28] 	Iter 204100 Done. | loss: 3.3853 | lr: 0.010000
[11.23.21|09:21:07] 	Iter 204200 Done. | loss: 4.1479 | lr: 0.010000
[11.23.21|09:21:46] 	Iter 204300 Done. | loss: 3.2423 | lr: 0.010000
[11.23.21|09:22:25] 	Iter 204400 Done. | loss: 3.4252 | lr: 0.010000
[11.23.21|09:23:03] 	Iter 204500 Done. | loss: 3.3349 | lr: 0.010000
[11.23.21|09:23:42] 	Iter 204600 Done. | loss: 3.2062 | lr: 0.010000
[11.23.21|09:24:21] 	Iter 204700 Done. | loss: 3.6721 | lr: 0.010000
[11.23.21|09:24:59] 	Iter 204800 Done. | loss: 3.4186 | lr: 0.010000
[11.23.21|09:25:38] 	Iter 204900 Done. | loss: 3.3682 | lr: 0.010000
[11.23.21|09:26:17] 	Iter 205000 Done. | loss: 3.8268 | lr: 0.010000
[11.23.21|09:26:56] 	Iter 205100 Done. | loss: 4.0618 | lr: 0.010000
[11.23.21|09:27:34] 	Iter 205200 Done. | loss: 3.5444 | lr: 0.010000
[11.23.21|09:28:13] 	Iter 205300 Done. | loss: 3.2295 | lr: 0.010000
[11.23.21|09:28:52] 	Iter 205400 Done. | loss: 3.5096 | lr: 0.010000
[11.23.21|09:29:31] 	Iter 205500 Done. | loss: 3.3434 | lr: 0.010000
[11.23.21|09:30:09] 	Iter 205600 Done. | loss: 3.8077 | lr: 0.010000
[11.23.21|09:30:48] 	Iter 205700 Done. | loss: 2.7106 | lr: 0.010000
[11.23.21|09:31:27] 	Iter 205800 Done. | loss: 4.0687 | lr: 0.010000
[11.23.21|09:32:06] 	Iter 205900 Done. | loss: 3.3858 | lr: 0.010000
[11.23.21|09:32:44] 	Iter 206000 Done. | loss: 3.3647 | lr: 0.010000
[11.23.21|09:33:23] 	Iter 206100 Done. | loss: 3.6105 | lr: 0.010000
[11.23.21|09:34:02] 	Iter 206200 Done. | loss: 3.0328 | lr: 0.010000
[11.23.21|09:34:40] 	Iter 206300 Done. | loss: 3.3518 | lr: 0.010000
[11.23.21|09:35:19] 	Iter 206400 Done. | loss: 3.5095 | lr: 0.010000
[11.23.21|09:35:58] 	Iter 206500 Done. | loss: 4.2252 | lr: 0.010000
[11.23.21|09:36:37] 	Iter 206600 Done. | loss: 4.0988 | lr: 0.010000
[11.23.21|09:37:15] 	Iter 206700 Done. | loss: 3.6519 | lr: 0.010000
[11.23.21|09:37:54] 	Iter 206800 Done. | loss: 3.6761 | lr: 0.010000
[11.23.21|09:38:33] 	Iter 206900 Done. | loss: 3.1052 | lr: 0.010000
[11.23.21|09:39:11] 	Iter 207000 Done. | loss: 3.9681 | lr: 0.010000
[11.23.21|09:39:50] 	Iter 207100 Done. | loss: 3.6569 | lr: 0.010000
[11.23.21|09:40:28] 	Iter 207200 Done. | loss: 3.2960 | lr: 0.010000
[11.23.21|09:41:07] 	Iter 207300 Done. | loss: 3.6742 | lr: 0.010000
[11.23.21|09:41:46] 	Iter 207400 Done. | loss: 3.3447 | lr: 0.010000
[11.23.21|09:42:24] 	Iter 207500 Done. | loss: 3.3069 | lr: 0.010000
[11.23.21|09:43:03] 	Iter 207600 Done. | loss: 3.5551 | lr: 0.010000
[11.23.21|09:43:41] 	Iter 207700 Done. | loss: 3.2659 | lr: 0.010000
[11.23.21|09:44:20] 	Iter 207800 Done. | loss: 3.3371 | lr: 0.010000
[11.23.21|09:44:59] 	Iter 207900 Done. | loss: 3.6390 | lr: 0.010000
[11.23.21|09:45:37] 	Iter 208000 Done. | loss: 3.8747 | lr: 0.010000
[11.23.21|09:46:16] 	Iter 208100 Done. | loss: 3.8285 | lr: 0.010000
[11.23.21|09:46:54] 	Iter 208200 Done. | loss: 3.5263 | lr: 0.010000
[11.23.21|09:47:33] 	Iter 208300 Done. | loss: 4.2898 | lr: 0.010000
[11.23.21|09:48:11] 	Iter 208400 Done. | loss: 3.2247 | lr: 0.010000
[11.23.21|09:48:50] 	Iter 208500 Done. | loss: 3.8540 | lr: 0.010000
[11.23.21|09:49:29] 	Iter 208600 Done. | loss: 3.5364 | lr: 0.010000
[11.23.21|09:50:08] 	Iter 208700 Done. | loss: 3.3689 | lr: 0.010000
[11.23.21|09:50:46] 	Iter 208800 Done. | loss: 3.3463 | lr: 0.010000
[11.23.21|09:51:25] 	Iter 208900 Done. | loss: 2.8958 | lr: 0.010000
[11.23.21|09:52:03] 	Iter 209000 Done. | loss: 4.2777 | lr: 0.010000
[11.23.21|09:52:42] 	Iter 209100 Done. | loss: 3.7704 | lr: 0.010000
[11.23.21|09:53:20] 	Iter 209200 Done. | loss: 3.8007 | lr: 0.010000
[11.23.21|09:53:59] 	Iter 209300 Done. | loss: 3.0651 | lr: 0.010000
[11.23.21|09:54:38] 	Iter 209400 Done. | loss: 3.3512 | lr: 0.010000
[11.23.21|09:55:16] 	Iter 209500 Done. | loss: 3.6305 | lr: 0.010000
[11.23.21|09:55:55] 	Iter 209600 Done. | loss: 3.1799 | lr: 0.010000
[11.23.21|09:56:34] 	Iter 209700 Done. | loss: 3.4090 | lr: 0.010000
[11.23.21|09:57:12] 	Iter 209800 Done. | loss: 3.6733 | lr: 0.010000
[11.23.21|09:57:51] 	Iter 209900 Done. | loss: 2.9315 | lr: 0.010000
[11.23.21|09:58:29] 	Iter 210000 Done. | loss: 3.5837 | lr: 0.010000
[11.23.21|09:59:08] 	Iter 210100 Done. | loss: 3.5267 | lr: 0.010000
[11.23.21|09:59:47] 	Iter 210200 Done. | loss: 3.4036 | lr: 0.010000
[11.23.21|10:00:25] 	Iter 210300 Done. | loss: 3.6979 | lr: 0.010000
[11.23.21|10:00:50] 	mean_loss: 3.4765039781557485
[11.23.21|10:00:50] Time consumption:
[11.23.21|10:00:50] Done.
[11.23.21|10:00:50] Training epoch: 28
[11.23.21|10:01:05] 	Iter 210400 Done. | loss: 4.2619 | lr: 0.010000
[11.23.21|10:01:43] 	Iter 210500 Done. | loss: 3.6807 | lr: 0.010000
[11.23.21|10:02:22] 	Iter 210600 Done. | loss: 3.8273 | lr: 0.010000
[11.23.21|10:03:00] 	Iter 210700 Done. | loss: 3.4386 | lr: 0.010000
[11.23.21|10:03:39] 	Iter 210800 Done. | loss: 3.9221 | lr: 0.010000
[11.23.21|10:04:17] 	Iter 210900 Done. | loss: 3.8557 | lr: 0.010000
[11.23.21|10:04:56] 	Iter 211000 Done. | loss: 3.6431 | lr: 0.010000
[11.23.21|10:05:35] 	Iter 211100 Done. | loss: 3.3102 | lr: 0.010000
[11.23.21|10:06:13] 	Iter 211200 Done. | loss: 3.9199 | lr: 0.010000
[11.23.21|10:06:52] 	Iter 211300 Done. | loss: 3.4358 | lr: 0.010000
[11.23.21|10:07:30] 	Iter 211400 Done. | loss: 3.9051 | lr: 0.010000
[11.23.21|10:08:09] 	Iter 211500 Done. | loss: 3.9600 | lr: 0.010000
[11.23.21|10:08:48] 	Iter 211600 Done. | loss: 3.0711 | lr: 0.010000
[11.23.21|10:09:26] 	Iter 211700 Done. | loss: 3.6706 | lr: 0.010000
[11.23.21|10:10:05] 	Iter 211800 Done. | loss: 3.7226 | lr: 0.010000
[11.23.21|10:10:43] 	Iter 211900 Done. | loss: 3.0668 | lr: 0.010000
[11.23.21|10:11:22] 	Iter 212000 Done. | loss: 3.8670 | lr: 0.010000
[11.23.21|10:12:00] 	Iter 212100 Done. | loss: 2.8409 | lr: 0.010000
[11.23.21|10:12:39] 	Iter 212200 Done. | loss: 3.9446 | lr: 0.010000
[11.23.21|10:13:18] 	Iter 212300 Done. | loss: 3.6858 | lr: 0.010000
[11.23.21|10:13:56] 	Iter 212400 Done. | loss: 3.3877 | lr: 0.010000
[11.23.21|10:14:35] 	Iter 212500 Done. | loss: 3.1607 | lr: 0.010000
[11.23.21|10:15:14] 	Iter 212600 Done. | loss: 3.5132 | lr: 0.010000
[11.23.21|10:15:52] 	Iter 212700 Done. | loss: 3.6408 | lr: 0.010000
[11.23.21|10:16:31] 	Iter 212800 Done. | loss: 3.1376 | lr: 0.010000
[11.23.21|10:17:09] 	Iter 212900 Done. | loss: 3.1879 | lr: 0.010000
[11.23.21|10:17:48] 	Iter 213000 Done. | loss: 3.1715 | lr: 0.010000
[11.23.21|10:18:26] 	Iter 213100 Done. | loss: 3.4231 | lr: 0.010000
[11.23.21|10:19:05] 	Iter 213200 Done. | loss: 3.0740 | lr: 0.010000
[11.23.21|10:19:44] 	Iter 213300 Done. | loss: 3.4677 | lr: 0.010000
[11.23.21|10:20:22] 	Iter 213400 Done. | loss: 3.4694 | lr: 0.010000
[11.23.21|10:21:01] 	Iter 213500 Done. | loss: 3.2475 | lr: 0.010000
[11.23.21|10:21:39] 	Iter 213600 Done. | loss: 3.6660 | lr: 0.010000
[11.23.21|10:22:18] 	Iter 213700 Done. | loss: 3.8616 | lr: 0.010000
[11.23.21|10:22:57] 	Iter 213800 Done. | loss: 3.3208 | lr: 0.010000
[11.23.21|10:23:35] 	Iter 213900 Done. | loss: 3.0480 | lr: 0.010000
[11.23.21|10:24:14] 	Iter 214000 Done. | loss: 3.3679 | lr: 0.010000
[11.23.21|10:24:52] 	Iter 214100 Done. | loss: 3.9663 | lr: 0.010000
[11.23.21|10:25:31] 	Iter 214200 Done. | loss: 2.8426 | lr: 0.010000
[11.23.21|10:26:10] 	Iter 214300 Done. | loss: 3.7809 | lr: 0.010000
[11.23.21|10:26:48] 	Iter 214400 Done. | loss: 2.8623 | lr: 0.010000
[11.23.21|10:27:27] 	Iter 214500 Done. | loss: 3.0459 | lr: 0.010000
[11.23.21|10:28:05] 	Iter 214600 Done. | loss: 3.7086 | lr: 0.010000
[11.23.21|10:28:44] 	Iter 214700 Done. | loss: 3.6901 | lr: 0.010000
[11.23.21|10:29:22] 	Iter 214800 Done. | loss: 3.7997 | lr: 0.010000
[11.23.21|10:30:01] 	Iter 214900 Done. | loss: 3.3495 | lr: 0.010000
[11.23.21|10:30:40] 	Iter 215000 Done. | loss: 4.2414 | lr: 0.010000
[11.23.21|10:31:18] 	Iter 215100 Done. | loss: 4.0590 | lr: 0.010000
[11.23.21|10:31:57] 	Iter 215200 Done. | loss: 3.2226 | lr: 0.010000
[11.23.21|10:32:36] 	Iter 215300 Done. | loss: 3.3136 | lr: 0.010000
[11.23.21|10:33:14] 	Iter 215400 Done. | loss: 3.6684 | lr: 0.010000
[11.23.21|10:33:53] 	Iter 215500 Done. | loss: 3.0848 | lr: 0.010000
[11.23.21|10:34:31] 	Iter 215600 Done. | loss: 3.4206 | lr: 0.010000
[11.23.21|10:35:10] 	Iter 215700 Done. | loss: 3.4413 | lr: 0.010000
[11.23.21|10:35:49] 	Iter 215800 Done. | loss: 3.2859 | lr: 0.010000
[11.23.21|10:36:28] 	Iter 215900 Done. | loss: 3.7320 | lr: 0.010000
[11.23.21|10:37:06] 	Iter 216000 Done. | loss: 3.1098 | lr: 0.010000
[11.23.21|10:37:45] 	Iter 216100 Done. | loss: 3.3182 | lr: 0.010000
[11.23.21|10:38:23] 	Iter 216200 Done. | loss: 3.5908 | lr: 0.010000
[11.23.21|10:39:02] 	Iter 216300 Done. | loss: 4.1326 | lr: 0.010000
[11.23.21|10:39:41] 	Iter 216400 Done. | loss: 3.3384 | lr: 0.010000
[11.23.21|10:40:19] 	Iter 216500 Done. | loss: 4.1171 | lr: 0.010000
[11.23.21|10:40:58] 	Iter 216600 Done. | loss: 4.0471 | lr: 0.010000
[11.23.21|10:41:36] 	Iter 216700 Done. | loss: 3.5545 | lr: 0.010000
[11.23.21|10:42:15] 	Iter 216800 Done. | loss: 3.5760 | lr: 0.010000
[11.23.21|10:42:54] 	Iter 216900 Done. | loss: 3.6793 | lr: 0.010000
[11.23.21|10:43:32] 	Iter 217000 Done. | loss: 3.4875 | lr: 0.010000
[11.23.21|10:44:11] 	Iter 217100 Done. | loss: 3.8839 | lr: 0.010000
[11.23.21|10:44:49] 	Iter 217200 Done. | loss: 3.2875 | lr: 0.010000
[11.23.21|10:45:28] 	Iter 217300 Done. | loss: 4.2642 | lr: 0.010000
[11.23.21|10:46:07] 	Iter 217400 Done. | loss: 3.3034 | lr: 0.010000
[11.23.21|10:46:45] 	Iter 217500 Done. | loss: 3.7978 | lr: 0.010000
[11.23.21|10:47:24] 	Iter 217600 Done. | loss: 4.0010 | lr: 0.010000
[11.23.21|10:48:03] 	Iter 217700 Done. | loss: 3.9307 | lr: 0.010000
[11.23.21|10:48:41] 	Iter 217800 Done. | loss: 3.0293 | lr: 0.010000
[11.23.21|10:49:11] 	mean_loss: 3.4650760992982645
[11.23.21|10:49:11] Time consumption:
[11.23.21|10:49:11] Done.
[11.23.21|10:49:11] Training epoch: 29