2021-01-24 20:09:06 - INFO - Saving to ./out/MNIST/BinaryConnect/PMF/2021-01-24_20-09-06
2021-01-24 20:09:06 - DEBUG - Run arguments: Namespace(architecture='BinaryConnect', batch_size=100, beta_interval=100, beta_scale=1.2, data_path='./Datasets/MNIST', dataset='MNIST', dataset_size=50000, eval='', eval_set='TEST', gpu_id='0', hidden_dim=2, im_size=28, input_channels=1, input_dim=784, learning_rate=0.001, log_interval=100, loss_function='CROSSENTROPY', lr_decay='STEP', lr_interval=7000, lr_scale=0.2, method='PMF', momentum=0.95, nesterov=False, num_epochs=500, num_iters=100000, optimizer='ADAM', output_dim=10, pr_interval=100, pretrained_model='', quant_levels=2, resume='', rounding='ARGMAX', save_dir='./out/MNIST/BinaryConnect/PMF/2021-01-24_20-09-06', save_name='./out/MNIST/BinaryConnect/PMF/2021-01-24_20-09-06/best_model.pth.tar', val_set='TRAIN', weight_decay=0.0)
2021-01-24 20:09:14 - INFO - BinaryConnect(
  (dropout1): Dropout(p=0.2, inplace=False)
  (dropout2): Dropout(p=0.2, inplace=False)
  (dropout3): Dropout(p=0.2, inplace=False)
  (dropout4): Dropout(p=0.2, inplace=False)
  (fc1): SLinear(
    (linear): Linear(in_features=784, out_features=4096, bias=False)
  )
  (fc2): SLinear(
    (linear): Linear(in_features=2048, out_features=4096, bias=False)
  )
  (fc3): SLinear(
    (linear): Linear(in_features=2048, out_features=4096, bias=False)
  )
  (fc4): SLinear(
    (linear): Linear(in_features=2048, out_features=20, bias=False)
  )
  (bn1): BatchNorm1d(2048, eps=0.0001, momentum=0.15, affine=False, track_running_stats=True)
  (bn2): BatchNorm1d(2048, eps=0.0001, momentum=0.15, affine=False, track_running_stats=True)
  (bn3): BatchNorm1d(2048, eps=0.0001, momentum=0.15, affine=False, track_running_stats=True)
  (bn4): BatchNorm1d(10, eps=0.0001, momentum=0.15, affine=False, track_running_stats=True)
)
2021-01-24 20:09:14 - INFO - Number of parameters: 20029440
2021-01-24 20:09:14 - INFO - Training...
2021-01-24 20:09:19 - INFO - Epoch: 0,	 Iter: 0,	 Loss: 2.78095,	 Val-Acc1: 36.18 (Best: 36.18),	 Val-Acc5: 76.60
2021-01-24 20:09:19 - INFO - lr: 0.0002
2021-01-24 20:09:29 - INFO - Epoch: 0,	 Iter: 100,	 Loss: 0.55756,	 Val-Acc1: 80.81 (Best: 80.81),	 Val-Acc5: 93.58
2021-01-24 20:09:40 - INFO - Epoch: 0,	 Iter: 200,	 Loss: 0.59806,	 Val-Acc1: 74.20 (Best: 80.81),	 Val-Acc5: 86.88
2021-01-24 20:09:50 - INFO - Epoch: 0,	 Iter: 300,	 Loss: 0.60125,	 Val-Acc1: 70.13 (Best: 80.81),	 Val-Acc5: 84.80
2021-01-24 20:10:00 - INFO - Epoch: 0,	 Iter: 400,	 Loss: 0.47063,	 Val-Acc1: 68.08 (Best: 80.81),	 Val-Acc5: 81.78
2021-01-24 20:10:14 - INFO - Epoch: 1,	 Iter: 0,	 Loss: 0.43296,	 Val-Acc1: 64.45 (Best: 80.81),	 Val-Acc5: 82.27
2021-01-24 20:10:24 - INFO - Epoch: 1,	 Iter: 100,	 Loss: 0.47794,	 Val-Acc1: 58.02 (Best: 80.81),	 Val-Acc5: 82.55
2021-01-24 20:10:34 - INFO - Epoch: 1,	 Iter: 200,	 Loss: 0.44811,	 Val-Acc1: 67.95 (Best: 80.81),	 Val-Acc5: 82.50
2021-01-24 20:10:44 - INFO - Epoch: 1,	 Iter: 300,	 Loss: 0.44842,	 Val-Acc1: 53.27 (Best: 80.81),	 Val-Acc5: 80.41
2021-01-24 20:10:55 - INFO - Epoch: 1,	 Iter: 400,	 Loss: 0.43142,	 Val-Acc1: 53.88 (Best: 80.81),	 Val-Acc5: 81.65
2021-01-24 20:11:08 - INFO - Epoch: 2,	 Iter: 0,	 Loss: 0.39774,	 Val-Acc1: 46.51 (Best: 80.81),	 Val-Acc5: 85.61
2021-01-24 20:11:19 - INFO - Epoch: 2,	 Iter: 100,	 Loss: 0.39950,	 Val-Acc1: 40.91 (Best: 80.81),	 Val-Acc5: 85.03
2021-01-24 20:11:29 - INFO - Epoch: 2,	 Iter: 200,	 Loss: 0.50598,	 Val-Acc1: 41.22 (Best: 80.81),	 Val-Acc5: 86.30
2021-01-24 20:11:39 - INFO - Epoch: 2,	 Iter: 300,	 Loss: 0.41148,	 Val-Acc1: 32.92 (Best: 80.81),	 Val-Acc5: 85.93
2021-01-24 20:11:49 - INFO - Epoch: 2,	 Iter: 400,	 Loss: 0.42307,	 Val-Acc1: 28.18 (Best: 80.81),	 Val-Acc5: 87.07
2021-01-24 20:12:03 - INFO - Epoch: 3,	 Iter: 0,	 Loss: 0.43571,	 Val-Acc1: 28.58 (Best: 80.81),	 Val-Acc5: 84.09
2021-01-24 20:12:13 - INFO - Epoch: 3,	 Iter: 100,	 Loss: 0.43844,	 Val-Acc1: 21.32 (Best: 80.81),	 Val-Acc5: 78.00
2021-01-24 20:12:23 - INFO - Epoch: 3,	 Iter: 200,	 Loss: 0.35678,	 Val-Acc1: 27.11 (Best: 80.81),	 Val-Acc5: 74.31
2021-01-24 20:12:34 - INFO - Epoch: 3,	 Iter: 300,	 Loss: 0.38713,	 Val-Acc1: 27.79 (Best: 80.81),	 Val-Acc5: 83.28
2021-01-24 20:12:44 - INFO - Epoch: 3,	 Iter: 400,	 Loss: 0.38518,	 Val-Acc1: 27.80 (Best: 80.81),	 Val-Acc5: 87.55
2021-01-24 20:12:57 - INFO - Epoch: 4,	 Iter: 0,	 Loss: 0.43221,	 Val-Acc1: 41.29 (Best: 80.81),	 Val-Acc5: 87.97
2021-01-24 20:13:08 - INFO - Epoch: 4,	 Iter: 100,	 Loss: 0.33976,	 Val-Acc1: 61.03 (Best: 80.81),	 Val-Acc5: 88.97
2021-01-24 20:13:18 - INFO - Epoch: 4,	 Iter: 200,	 Loss: 0.39951,	 Val-Acc1: 80.63 (Best: 80.81),	 Val-Acc5: 95.24
2021-01-24 20:13:28 - INFO - Epoch: 4,	 Iter: 300,	 Loss: 0.42609,	 Val-Acc1: 88.46 (Best: 88.46),	 Val-Acc5: 98.34
2021-01-24 20:13:39 - INFO - Epoch: 4,	 Iter: 400,	 Loss: 0.39638,	 Val-Acc1: 95.41 (Best: 95.41),	 Val-Acc5: 99.31
2021-01-24 20:13:53 - INFO - Epoch: 5,	 Iter: 0,	 Loss: 0.43892,	 Val-Acc1: 97.21 (Best: 97.21),	 Val-Acc5: 99.77
2021-01-24 20:14:04 - INFO - Epoch: 5,	 Iter: 100,	 Loss: 0.35568,	 Val-Acc1: 97.80 (Best: 97.80),	 Val-Acc5: 99.88
2021-01-24 20:14:14 - INFO - Epoch: 5,	 Iter: 200,	 Loss: 0.44893,	 Val-Acc1: 97.98 (Best: 97.98),	 Val-Acc5: 99.87
2021-01-24 20:14:25 - INFO - Epoch: 5,	 Iter: 300,	 Loss: 0.42533,	 Val-Acc1: 98.15 (Best: 98.15),	 Val-Acc5: 99.91
2021-01-24 20:14:35 - INFO - Epoch: 5,	 Iter: 400,	 Loss: 0.41865,	 Val-Acc1: 98.11 (Best: 98.15),	 Val-Acc5: 99.89
2021-01-24 20:14:49 - INFO - Epoch: 6,	 Iter: 0,	 Loss: 0.35908,	 Val-Acc1: 98.07 (Best: 98.15),	 Val-Acc5: 99.94
2021-01-24 20:14:59 - INFO - Epoch: 6,	 Iter: 100,	 Loss: 0.33527,	 Val-Acc1: 98.15 (Best: 98.15),	 Val-Acc5: 99.90
2021-01-24 20:15:09 - INFO - Epoch: 6,	 Iter: 200,	 Loss: 0.39385,	 Val-Acc1: 98.18 (Best: 98.18),	 Val-Acc5: 99.90
2021-01-24 20:15:20 - INFO - Epoch: 6,	 Iter: 300,	 Loss: 0.40499,	 Val-Acc1: 98.20 (Best: 98.20),	 Val-Acc5: 99.87
2021-01-24 20:15:30 - INFO - Epoch: 6,	 Iter: 400,	 Loss: 0.42776,	 Val-Acc1: 98.08 (Best: 98.20),	 Val-Acc5: 99.89
2021-01-24 20:15:44 - INFO - Epoch: 7,	 Iter: 0,	 Loss: 0.43192,	 Val-Acc1: 98.10 (Best: 98.20),	 Val-Acc5: 99.88
2021-01-24 20:15:54 - INFO - Epoch: 7,	 Iter: 100,	 Loss: 0.38940,	 Val-Acc1: 98.19 (Best: 98.20),	 Val-Acc5: 99.90
2021-01-24 20:16:04 - INFO - Epoch: 7,	 Iter: 200,	 Loss: 0.44278,	 Val-Acc1: 98.18 (Best: 98.20),	 Val-Acc5: 99.90
2021-01-24 20:16:14 - INFO - Epoch: 7,	 Iter: 300,	 Loss: 0.44464,	 Val-Acc1: 98.13 (Best: 98.20),	 Val-Acc5: 99.86
2021-01-24 20:16:25 - INFO - Epoch: 7,	 Iter: 400,	 Loss: 0.37788,	 Val-Acc1: 98.28 (Best: 98.28),	 Val-Acc5: 99.89
2021-01-24 20:16:38 - INFO - Epoch: 8,	 Iter: 0,	 Loss: 0.38480,	 Val-Acc1: 98.25 (Best: 98.28),	 Val-Acc5: 99.89
2021-01-24 20:16:48 - INFO - Epoch: 8,	 Iter: 100,	 Loss: 0.35012,	 Val-Acc1: 98.13 (Best: 98.28),	 Val-Acc5: 99.89
2021-01-24 20:16:59 - INFO - Epoch: 8,	 Iter: 200,	 Loss: 0.47755,	 Val-Acc1: 98.22 (Best: 98.28),	 Val-Acc5: 99.88
2021-01-24 20:17:09 - INFO - Epoch: 8,	 Iter: 300,	 Loss: 0.35038,	 Val-Acc1: 98.25 (Best: 98.28),	 Val-Acc5: 99.92
2021-01-24 20:17:19 - INFO - Epoch: 8,	 Iter: 400,	 Loss: 0.46011,	 Val-Acc1: 98.16 (Best: 98.28),	 Val-Acc5: 99.88
2021-01-24 20:17:33 - INFO - Epoch: 9,	 Iter: 0,	 Loss: 0.41510,	 Val-Acc1: 98.17 (Best: 98.28),	 Val-Acc5: 99.92
2021-01-24 20:17:43 - INFO - Epoch: 9,	 Iter: 100,	 Loss: 0.35595,	 Val-Acc1: 98.22 (Best: 98.28),	 Val-Acc5: 99.90
2021-01-24 20:17:53 - INFO - Epoch: 9,	 Iter: 200,	 Loss: 0.49566,	 Val-Acc1: 98.26 (Best: 98.28),	 Val-Acc5: 99.90
2021-01-24 20:18:04 - INFO - Epoch: 9,	 Iter: 300,	 Loss: 0.38491,	 Val-Acc1: 98.33 (Best: 98.33),	 Val-Acc5: 99.87
2021-01-24 20:18:14 - INFO - Epoch: 9,	 Iter: 400,	 Loss: 0.37322,	 Val-Acc1: 98.30 (Best: 98.33),	 Val-Acc5: 99.88
2021-01-24 20:18:28 - INFO - Epoch: 10,	 Iter: 0,	 Loss: 0.37462,	 Val-Acc1: 98.25 (Best: 98.33),	 Val-Acc5: 99.87
2021-01-24 20:18:38 - INFO - Epoch: 10,	 Iter: 100,	 Loss: 0.41382,	 Val-Acc1: 98.31 (Best: 98.33),	 Val-Acc5: 99.93
2021-01-24 20:18:48 - INFO - Epoch: 10,	 Iter: 200,	 Loss: 0.34181,	 Val-Acc1: 98.26 (Best: 98.33),	 Val-Acc5: 99.91
2021-01-24 20:18:59 - INFO - Epoch: 10,	 Iter: 300,	 Loss: 0.39141,	 Val-Acc1: 98.27 (Best: 98.33),	 Val-Acc5: 99.90
2021-01-24 20:19:09 - INFO - Epoch: 10,	 Iter: 400,	 Loss: 0.35310,	 Val-Acc1: 98.35 (Best: 98.35),	 Val-Acc5: 99.92
2021-01-24 20:19:23 - INFO - Epoch: 11,	 Iter: 0,	 Loss: 0.38581,	 Val-Acc1: 98.33 (Best: 98.47),	 Val-Acc5: 99.89
2021-01-24 20:19:33 - INFO - Epoch: 11,	 Iter: 100,	 Loss: 0.34201,	 Val-Acc1: 98.44 (Best: 98.47),	 Val-Acc5: 99.90
2021-01-24 20:19:44 - INFO - Epoch: 11,	 Iter: 200,	 Loss: 0.34766,	 Val-Acc1: 98.28 (Best: 98.47),	 Val-Acc5: 99.90
2021-01-24 20:19:54 - INFO - Epoch: 11,	 Iter: 300,	 Loss: 0.35979,	 Val-Acc1: 98.28 (Best: 98.47),	 Val-Acc5: 99.90
2021-01-24 20:20:04 - INFO - Epoch: 11,	 Iter: 400,	 Loss: 0.32777,	 Val-Acc1: 98.37 (Best: 98.47),	 Val-Acc5: 99.89
2021-01-24 20:20:18 - INFO - Epoch: 12,	 Iter: 0,	 Loss: 0.35424,	 Val-Acc1: 98.36 (Best: 98.47),	 Val-Acc5: 99.89
2021-01-24 20:20:28 - INFO - Epoch: 12,	 Iter: 100,	 Loss: 0.34159,	 Val-Acc1: 98.39 (Best: 98.47),	 Val-Acc5: 99.91
2021-01-24 20:20:38 - INFO - Epoch: 12,	 Iter: 200,	 Loss: 0.35179,	 Val-Acc1: 98.38 (Best: 98.47),	 Val-Acc5: 99.93
2021-01-24 20:20:49 - INFO - Epoch: 12,	 Iter: 300,	 Loss: 0.35023,	 Val-Acc1: 98.36 (Best: 98.47),	 Val-Acc5: 99.91
2021-01-24 20:20:59 - INFO - Epoch: 12,	 Iter: 400,	 Loss: 0.33116,	 Val-Acc1: 98.44 (Best: 98.47),	 Val-Acc5: 99.89
2021-01-24 20:21:13 - INFO - Epoch: 13,	 Iter: 0,	 Loss: 0.33257,	 Val-Acc1: 98.44 (Best: 98.47),	 Val-Acc5: 99.94
2021-01-24 20:21:23 - INFO - Epoch: 13,	 Iter: 100,	 Loss: 0.36418,	 Val-Acc1: 98.50 (Best: 98.50),	 Val-Acc5: 99.94
2021-01-24 20:21:33 - INFO - Epoch: 13,	 Iter: 200,	 Loss: 0.35378,	 Val-Acc1: 98.34 (Best: 98.50),	 Val-Acc5: 99.90
2021-01-24 20:21:44 - INFO - Epoch: 13,	 Iter: 300,	 Loss: 0.34000,	 Val-Acc1: 98.38 (Best: 98.50),	 Val-Acc5: 99.95
2021-01-24 20:21:54 - INFO - Epoch: 13,	 Iter: 400,	 Loss: 0.33354,	 Val-Acc1: 98.37 (Best: 98.50),	 Val-Acc5: 99.89
2021-01-24 20:22:07 - INFO - Epoch: 14,	 Iter: 0,	 Loss: 0.35570,	 Val-Acc1: 98.47 (Best: 98.50),	 Val-Acc5: 99.95
2021-01-24 20:22:07 - INFO - lr: 4e-05
2021-01-24 20:22:17 - INFO - Epoch: 14,	 Iter: 100,	 Loss: 0.35212,	 Val-Acc1: 98.43 (Best: 98.50),	 Val-Acc5: 99.93
2021-01-24 20:22:28 - INFO - Epoch: 14,	 Iter: 200,	 Loss: 0.34991,	 Val-Acc1: 98.40 (Best: 98.50),	 Val-Acc5: 99.95
2021-01-24 20:22:38 - INFO - Epoch: 14,	 Iter: 300,	 Loss: 0.34001,	 Val-Acc1: 98.50 (Best: 98.50),	 Val-Acc5: 99.94
2021-01-24 20:22:48 - INFO - Epoch: 14,	 Iter: 400,	 Loss: 0.36732,	 Val-Acc1: 98.49 (Best: 98.50),	 Val-Acc5: 99.90
2021-01-24 20:23:02 - INFO - Epoch: 15,	 Iter: 0,	 Loss: 0.33554,	 Val-Acc1: 98.47 (Best: 98.50),	 Val-Acc5: 99.93
2021-01-24 20:23:12 - INFO - Epoch: 15,	 Iter: 100,	 Loss: 0.36649,	 Val-Acc1: 98.42 (Best: 98.50),	 Val-Acc5: 99.93
2021-01-24 20:23:22 - INFO - Epoch: 15,	 Iter: 200,	 Loss: 0.33763,	 Val-Acc1: 98.42 (Best: 98.50),	 Val-Acc5: 99.94
2021-01-24 20:23:32 - INFO - Epoch: 15,	 Iter: 300,	 Loss: 0.36205,	 Val-Acc1: 98.49 (Best: 98.50),	 Val-Acc5: 99.95
2021-01-24 20:23:43 - INFO - Epoch: 15,	 Iter: 400,	 Loss: 0.33710,	 Val-Acc1: 98.42 (Best: 98.50),	 Val-Acc5: 99.91
2021-01-24 20:23:56 - INFO - Epoch: 16,	 Iter: 0,	 Loss: 0.35201,	 Val-Acc1: 98.51 (Best: 98.51),	 Val-Acc5: 99.92
2021-01-24 20:24:07 - INFO - Epoch: 16,	 Iter: 100,	 Loss: 0.36704,	 Val-Acc1: 98.50 (Best: 98.51),	 Val-Acc5: 99.92
2021-01-24 20:24:17 - INFO - Epoch: 16,	 Iter: 200,	 Loss: 0.33331,	 Val-Acc1: 98.52 (Best: 98.52),	 Val-Acc5: 99.88
2021-01-24 20:24:27 - INFO - Epoch: 16,	 Iter: 300,	 Loss: 0.35360,	 Val-Acc1: 98.50 (Best: 98.52),	 Val-Acc5: 99.92
2021-01-24 20:24:38 - INFO - Epoch: 16,	 Iter: 400,	 Loss: 0.34756,	 Val-Acc1: 98.53 (Best: 98.53),	 Val-Acc5: 99.92
2021-01-24 20:24:51 - INFO - Epoch: 17,	 Iter: 0,	 Loss: 0.35451,	 Val-Acc1: 98.46 (Best: 98.53),	 Val-Acc5: 99.94
2021-01-24 20:25:02 - INFO - Epoch: 17,	 Iter: 100,	 Loss: 0.38265,	 Val-Acc1: 98.46 (Best: 98.53),	 Val-Acc5: 99.90
2021-01-24 20:25:12 - INFO - Epoch: 17,	 Iter: 200,	 Loss: 0.35383,	 Val-Acc1: 98.49 (Best: 98.53),	 Val-Acc5: 99.92
2021-01-24 20:25:22 - INFO - Epoch: 17,	 Iter: 300,	 Loss: 0.42169,	 Val-Acc1: 98.54 (Best: 98.54),	 Val-Acc5: 99.95
2021-01-24 20:25:33 - INFO - Epoch: 17,	 Iter: 400,	 Loss: 0.33839,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.93
2021-01-24 20:25:46 - INFO - Epoch: 18,	 Iter: 0,	 Loss: 0.37481,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.94
2021-01-24 20:25:56 - INFO - Epoch: 18,	 Iter: 100,	 Loss: 0.35085,	 Val-Acc1: 98.45 (Best: 98.54),	 Val-Acc5: 99.93
2021-01-24 20:26:07 - INFO - Epoch: 18,	 Iter: 200,	 Loss: 0.38359,	 Val-Acc1: 98.54 (Best: 98.54),	 Val-Acc5: 99.92
2021-01-24 20:26:17 - INFO - Epoch: 18,	 Iter: 300,	 Loss: 0.37293,	 Val-Acc1: 98.49 (Best: 98.54),	 Val-Acc5: 99.91
2021-01-24 20:26:27 - INFO - Epoch: 18,	 Iter: 400,	 Loss: 0.35476,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.90
2021-01-24 20:26:41 - INFO - Epoch: 19,	 Iter: 0,	 Loss: 0.34050,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.91
2021-01-24 20:26:51 - INFO - Epoch: 19,	 Iter: 100,	 Loss: 0.35601,	 Val-Acc1: 98.47 (Best: 98.54),	 Val-Acc5: 99.91
2021-01-24 20:27:01 - INFO - Epoch: 19,	 Iter: 200,	 Loss: 0.34360,	 Val-Acc1: 98.52 (Best: 98.54),	 Val-Acc5: 99.92
2021-01-24 20:27:11 - INFO - Epoch: 19,	 Iter: 300,	 Loss: 0.34112,	 Val-Acc1: 98.45 (Best: 98.54),	 Val-Acc5: 99.89
2021-01-24 20:27:21 - INFO - Epoch: 19,	 Iter: 400,	 Loss: 0.34056,	 Val-Acc1: 98.39 (Best: 98.54),	 Val-Acc5: 99.88
2021-01-24 20:27:35 - INFO - Epoch: 20,	 Iter: 0,	 Loss: 0.37576,	 Val-Acc1: 98.53 (Best: 98.54),	 Val-Acc5: 99.88
2021-01-24 20:27:45 - INFO - Epoch: 20,	 Iter: 100,	 Loss: 0.35007,	 Val-Acc1: 98.53 (Best: 98.54),	 Val-Acc5: 99.94
2021-01-24 20:27:55 - INFO - Epoch: 20,	 Iter: 200,	 Loss: 0.34471,	 Val-Acc1: 98.54 (Best: 98.54),	 Val-Acc5: 99.91
2021-01-24 20:28:06 - INFO - Epoch: 20,	 Iter: 300,	 Loss: 0.34889,	 Val-Acc1: 98.46 (Best: 98.54),	 Val-Acc5: 99.91
2021-01-24 20:28:16 - INFO - Epoch: 20,	 Iter: 400,	 Loss: 0.34264,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.90
2021-01-24 20:28:29 - INFO - Epoch: 21,	 Iter: 0,	 Loss: 0.33282,	 Val-Acc1: 98.49 (Best: 98.54),	 Val-Acc5: 99.93
2021-01-24 20:28:40 - INFO - Epoch: 21,	 Iter: 100,	 Loss: 0.32745,	 Val-Acc1: 98.53 (Best: 98.54),	 Val-Acc5: 99.90
2021-01-24 20:28:50 - INFO - Epoch: 21,	 Iter: 200,	 Loss: 0.37693,	 Val-Acc1: 98.43 (Best: 98.54),	 Val-Acc5: 99.90
2021-01-24 20:29:00 - INFO - Epoch: 21,	 Iter: 300,	 Loss: 0.34186,	 Val-Acc1: 98.47 (Best: 98.54),	 Val-Acc5: 99.93
2021-01-24 20:29:10 - INFO - Epoch: 21,	 Iter: 400,	 Loss: 0.35056,	 Val-Acc1: 98.51 (Best: 98.54),	 Val-Acc5: 99.90
2021-01-24 20:29:24 - INFO - Epoch: 22,	 Iter: 0,	 Loss: 0.39635,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.91
2021-01-24 20:29:34 - INFO - Epoch: 22,	 Iter: 100,	 Loss: 0.36130,	 Val-Acc1: 98.50 (Best: 98.54),	 Val-Acc5: 99.89
2021-01-24 20:29:45 - INFO - Epoch: 22,	 Iter: 200,	 Loss: 0.32673,	 Val-Acc1: 98.61 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:29:55 - INFO - Epoch: 22,	 Iter: 300,	 Loss: 0.37391,	 Val-Acc1: 98.54 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:30:05 - INFO - Epoch: 22,	 Iter: 400,	 Loss: 0.33100,	 Val-Acc1: 98.48 (Best: 98.61),	 Val-Acc5: 99.93
2021-01-24 20:30:19 - INFO - Epoch: 23,	 Iter: 0,	 Loss: 0.36246,	 Val-Acc1: 98.61 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:30:29 - INFO - Epoch: 23,	 Iter: 100,	 Loss: 0.38074,	 Val-Acc1: 98.51 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:30:39 - INFO - Epoch: 23,	 Iter: 200,	 Loss: 0.40924,	 Val-Acc1: 98.45 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:30:49 - INFO - Epoch: 23,	 Iter: 300,	 Loss: 0.34906,	 Val-Acc1: 98.57 (Best: 98.61),	 Val-Acc5: 99.94
2021-01-24 20:30:59 - INFO - Epoch: 23,	 Iter: 400,	 Loss: 0.36498,	 Val-Acc1: 98.53 (Best: 98.61),	 Val-Acc5: 99.92
2021-01-24 20:31:13 - INFO - Epoch: 24,	 Iter: 0,	 Loss: 0.37754,	 Val-Acc1: 98.46 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:31:23 - INFO - Epoch: 24,	 Iter: 100,	 Loss: 0.34543,	 Val-Acc1: 98.52 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:31:33 - INFO - Epoch: 24,	 Iter: 200,	 Loss: 0.35834,	 Val-Acc1: 98.56 (Best: 98.61),	 Val-Acc5: 99.92
2021-01-24 20:31:44 - INFO - Epoch: 24,	 Iter: 300,	 Loss: 0.38003,	 Val-Acc1: 98.52 (Best: 98.61),	 Val-Acc5: 99.93
2021-01-24 20:31:54 - INFO - Epoch: 24,	 Iter: 400,	 Loss: 0.38443,	 Val-Acc1: 98.55 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:32:08 - INFO - Epoch: 25,	 Iter: 0,	 Loss: 0.37677,	 Val-Acc1: 98.51 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:32:18 - INFO - Epoch: 25,	 Iter: 100,	 Loss: 0.34939,	 Val-Acc1: 98.52 (Best: 98.61),	 Val-Acc5: 99.88
2021-01-24 20:32:29 - INFO - Epoch: 25,	 Iter: 200,	 Loss: 0.36463,	 Val-Acc1: 98.43 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:32:39 - INFO - Epoch: 25,	 Iter: 300,	 Loss: 0.37552,	 Val-Acc1: 98.45 (Best: 98.61),	 Val-Acc5: 99.90
2021-01-24 20:32:49 - INFO - Epoch: 25,	 Iter: 400,	 Loss: 0.37743,	 Val-Acc1: 98.54 (Best: 98.61),	 Val-Acc5: 99.92
2021-01-24 20:33:03 - INFO - Epoch: 26,	 Iter: 0,	 Loss: 0.34718,	 Val-Acc1: 98.59 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:33:13 - INFO - Epoch: 26,	 Iter: 100,	 Loss: 0.36202,	 Val-Acc1: 98.48 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:33:23 - INFO - Epoch: 26,	 Iter: 200,	 Loss: 0.34224,	 Val-Acc1: 98.55 (Best: 98.61),	 Val-Acc5: 99.90
2021-01-24 20:33:33 - INFO - Epoch: 26,	 Iter: 300,	 Loss: 0.37676,	 Val-Acc1: 98.48 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:33:44 - INFO - Epoch: 26,	 Iter: 400,	 Loss: 0.35172,	 Val-Acc1: 98.47 (Best: 98.61),	 Val-Acc5: 99.88
2021-01-24 20:33:57 - INFO - Epoch: 27,	 Iter: 0,	 Loss: 0.32898,	 Val-Acc1: 98.55 (Best: 98.61),	 Val-Acc5: 99.92
2021-01-24 20:34:08 - INFO - Epoch: 27,	 Iter: 100,	 Loss: 0.36893,	 Val-Acc1: 98.59 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:34:18 - INFO - Epoch: 27,	 Iter: 200,	 Loss: 0.37003,	 Val-Acc1: 98.57 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:34:28 - INFO - Epoch: 27,	 Iter: 300,	 Loss: 0.36427,	 Val-Acc1: 98.59 (Best: 98.61),	 Val-Acc5: 99.91
2021-01-24 20:34:39 - INFO - Epoch: 27,	 Iter: 400,	 Loss: 0.43413,	 Val-Acc1: 98.56 (Best: 98.61),	 Val-Acc5: 99.92
2021-01-24 20:34:53 - INFO - Epoch: 28,	 Iter: 0,	 Loss: 0.36642,	 Val-Acc1: 98.49 (Best: 98.61),	 Val-Acc5: 99.89
2021-01-24 20:34:53 - INFO - lr: 8.000000000000001e-06
2021-01-24 20:35:03 - INFO - Epoch: 28,	 Iter: 100,	 Loss: 0.37266,	 Val-Acc1: 98.53 (Best: 98.61),	 Val-Acc5: 99.90
2021-01-24 20:35:13 - INFO - Epoch: 28,	 Iter: 200,	 Loss: 0.36005,	 Val-Acc1: 98.62 (Best: 98.62),	 Val-Acc5: 99.91
2021-01-24 20:35:24 - INFO - Epoch: 28,	 Iter: 300,	 Loss: 0.34151,	 Val-Acc1: 98.48 (Best: 98.62),	 Val-Acc5: 99.90
2021-01-24 20:35:34 - INFO - Epoch: 28,	 Iter: 400,	 Loss: 0.42719,	 Val-Acc1: 98.54 (Best: 98.62),	 Val-Acc5: 99.90
2021-01-24 20:35:48 - INFO - Epoch: 29,	 Iter: 0,	 Loss: 0.34616,	 Val-Acc1: 98.56 (Best: 98.62),	 Val-Acc5: 99.91
2021-01-24 20:35:58 - INFO - Epoch: 29,	 Iter: 100,	 Loss: 0.31965,	 Val-Acc1: 98.57 (Best: 98.62),	 Val-Acc5: 99.89
2021-01-24 20:36:08 - INFO - Epoch: 29,	 Iter: 200,	 Loss: 0.38341,	 Val-Acc1: 98.58 (Best: 98.62),	 Val-Acc5: 99.90
2021-01-24 20:36:19 - INFO - Epoch: 29,	 Iter: 300,	 Loss: 0.34047,	 Val-Acc1: 98.51 (Best: 98.62),	 Val-Acc5: 99.90
2021-01-24 20:36:29 - INFO - Epoch: 29,	 Iter: 400,	 Loss: 0.36116,	 Val-Acc1: 98.47 (Best: 98.62),	 Val-Acc5: 99.90
2021-01-24 20:36:42 - INFO - Epoch: 30,	 Iter: 0,	 Loss: 0.37268,	 Val-Acc1: 98.60 (Best: 98.62),	 Val-Acc5: 99.89
2021-01-24 20:36:53 - INFO - Epoch: 30,	 Iter: 100,	 Loss: 0.35093,	 Val-Acc1: 98.62 (Best: 98.62),	 Val-Acc5: 99.91
2021-01-24 20:37:03 - INFO - Epoch: 30,	 Iter: 200,	 Loss: 0.33010,	 Val-Acc1: 98.58 (Best: 98.62),	 Val-Acc5: 99.92
2021-01-24 20:37:13 - INFO - Epoch: 30,	 Iter: 300,	 Loss: 0.34083,	 Val-Acc1: 98.65 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:37:24 - INFO - Epoch: 30,	 Iter: 400,	 Loss: 0.33320,	 Val-Acc1: 98.60 (Best: 98.65),	 Val-Acc5: 99.93
2021-01-24 20:37:37 - INFO - Epoch: 31,	 Iter: 0,	 Loss: 0.39170,	 Val-Acc1: 98.51 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:37:48 - INFO - Epoch: 31,	 Iter: 100,	 Loss: 0.37510,	 Val-Acc1: 98.59 (Best: 98.65),	 Val-Acc5: 99.92
2021-01-24 20:37:58 - INFO - Epoch: 31,	 Iter: 200,	 Loss: 0.34808,	 Val-Acc1: 98.52 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:38:08 - INFO - Epoch: 31,	 Iter: 300,	 Loss: 0.32264,	 Val-Acc1: 98.55 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:38:18 - INFO - Epoch: 31,	 Iter: 400,	 Loss: 0.32410,	 Val-Acc1: 98.55 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:38:32 - INFO - Epoch: 32,	 Iter: 0,	 Loss: 0.34584,	 Val-Acc1: 98.55 (Best: 98.65),	 Val-Acc5: 99.92
2021-01-24 20:38:43 - INFO - Epoch: 32,	 Iter: 100,	 Loss: 0.36052,	 Val-Acc1: 98.50 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:38:53 - INFO - Epoch: 32,	 Iter: 200,	 Loss: 0.34860,	 Val-Acc1: 98.58 (Best: 98.65),	 Val-Acc5: 99.93
2021-01-24 20:39:03 - INFO - Epoch: 32,	 Iter: 300,	 Loss: 0.36413,	 Val-Acc1: 98.59 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:39:14 - INFO - Epoch: 32,	 Iter: 400,	 Loss: 0.36258,	 Val-Acc1: 98.61 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:39:27 - INFO - Epoch: 33,	 Iter: 0,	 Loss: 0.37429,	 Val-Acc1: 98.58 (Best: 98.65),	 Val-Acc5: 99.92
2021-01-24 20:39:38 - INFO - Epoch: 33,	 Iter: 100,	 Loss: 0.33242,	 Val-Acc1: 98.54 (Best: 98.65),	 Val-Acc5: 99.91
2021-01-24 20:39:48 - INFO - Epoch: 33,	 Iter: 200,	 Loss: 0.37885,	 Val-Acc1: 98.55 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:39:58 - INFO - Epoch: 33,	 Iter: 300,	 Loss: 0.37784,	 Val-Acc1: 98.49 (Best: 98.65),	 Val-Acc5: 99.93
2021-01-24 20:40:08 - INFO - Epoch: 33,	 Iter: 400,	 Loss: 0.36033,	 Val-Acc1: 98.61 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:40:22 - INFO - Epoch: 34,	 Iter: 0,	 Loss: 0.31890,	 Val-Acc1: 98.54 (Best: 98.65),	 Val-Acc5: 99.89
2021-01-24 20:40:33 - INFO - Epoch: 34,	 Iter: 100,	 Loss: 0.33870,	 Val-Acc1: 98.56 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:40:43 - INFO - Epoch: 34,	 Iter: 200,	 Loss: 0.38083,	 Val-Acc1: 98.53 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:40:53 - INFO - Epoch: 34,	 Iter: 300,	 Loss: 0.36477,	 Val-Acc1: 98.57 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:41:03 - INFO - Epoch: 34,	 Iter: 400,	 Loss: 0.33766,	 Val-Acc1: 98.55 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:41:17 - INFO - Epoch: 35,	 Iter: 0,	 Loss: 0.34334,	 Val-Acc1: 98.57 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:41:27 - INFO - Epoch: 35,	 Iter: 100,	 Loss: 0.36132,	 Val-Acc1: 98.65 (Best: 98.65),	 Val-Acc5: 99.90
2021-01-24 20:41:38 - INFO - Epoch: 35,	 Iter: 200,	 Loss: 0.35211,	 Val-Acc1: 98.56 (Best: 98.65),	 Val-Acc5: 99.92
2021-01-24 20:41:48 - INFO - Epoch: 35,	 Iter: 300,	 Loss: 0.35064,	 Val-Acc1: 98.64 (Best: 98.65),	 Val-Acc5: 99.92
2021-01-24 20:41:58 - INFO - Epoch: 35,	 Iter: 400,	 Loss: 0.37532,	 Val-Acc1: 98.66 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:42:12 - INFO - Epoch: 36,	 Iter: 0,	 Loss: 0.32127,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:42:23 - INFO - Epoch: 36,	 Iter: 100,	 Loss: 0.33709,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:42:33 - INFO - Epoch: 36,	 Iter: 200,	 Loss: 0.34488,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:42:43 - INFO - Epoch: 36,	 Iter: 300,	 Loss: 0.35316,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:42:53 - INFO - Epoch: 36,	 Iter: 400,	 Loss: 0.35612,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:43:07 - INFO - Epoch: 37,	 Iter: 0,	 Loss: 0.33595,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:43:17 - INFO - Epoch: 37,	 Iter: 100,	 Loss: 0.35592,	 Val-Acc1: 98.48 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:43:28 - INFO - Epoch: 37,	 Iter: 200,	 Loss: 0.36323,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:43:38 - INFO - Epoch: 37,	 Iter: 300,	 Loss: 0.34922,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:43:48 - INFO - Epoch: 37,	 Iter: 400,	 Loss: 0.35685,	 Val-Acc1: 98.63 (Best: 98.66),	 Val-Acc5: 99.89
2021-01-24 20:44:02 - INFO - Epoch: 38,	 Iter: 0,	 Loss: 0.33564,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:44:12 - INFO - Epoch: 38,	 Iter: 100,	 Loss: 0.37714,	 Val-Acc1: 98.63 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:44:22 - INFO - Epoch: 38,	 Iter: 200,	 Loss: 0.33807,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:44:33 - INFO - Epoch: 38,	 Iter: 300,	 Loss: 0.38292,	 Val-Acc1: 98.61 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:44:43 - INFO - Epoch: 38,	 Iter: 400,	 Loss: 0.32960,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:44:57 - INFO - Epoch: 39,	 Iter: 0,	 Loss: 0.36017,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:45:07 - INFO - Epoch: 39,	 Iter: 100,	 Loss: 0.35690,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:45:17 - INFO - Epoch: 39,	 Iter: 200,	 Loss: 0.37214,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:45:28 - INFO - Epoch: 39,	 Iter: 300,	 Loss: 0.36977,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:45:38 - INFO - Epoch: 39,	 Iter: 400,	 Loss: 0.35216,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:45:52 - INFO - Epoch: 40,	 Iter: 0,	 Loss: 0.37567,	 Val-Acc1: 98.49 (Best: 98.66),	 Val-Acc5: 99.89
2021-01-24 20:46:02 - INFO - Epoch: 40,	 Iter: 100,	 Loss: 0.33462,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:46:12 - INFO - Epoch: 40,	 Iter: 200,	 Loss: 0.36645,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:46:22 - INFO - Epoch: 40,	 Iter: 300,	 Loss: 0.34381,	 Val-Acc1: 98.49 (Best: 98.66),	 Val-Acc5: 99.89
2021-01-24 20:46:33 - INFO - Epoch: 40,	 Iter: 400,	 Loss: 0.38043,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:46:46 - INFO - Epoch: 41,	 Iter: 0,	 Loss: 0.33173,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:46:57 - INFO - Epoch: 41,	 Iter: 100,	 Loss: 0.33298,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:47:07 - INFO - Epoch: 41,	 Iter: 200,	 Loss: 0.34769,	 Val-Acc1: 98.50 (Best: 98.66),	 Val-Acc5: 99.93
2021-01-24 20:47:17 - INFO - Epoch: 41,	 Iter: 300,	 Loss: 0.33011,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:47:28 - INFO - Epoch: 41,	 Iter: 400,	 Loss: 0.33177,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:47:41 - INFO - Epoch: 42,	 Iter: 0,	 Loss: 0.37025,	 Val-Acc1: 98.65 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:47:41 - INFO - lr: 1.6000000000000004e-06
2021-01-24 20:47:52 - INFO - Epoch: 42,	 Iter: 100,	 Loss: 0.34254,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:48:02 - INFO - Epoch: 42,	 Iter: 200,	 Loss: 0.38769,	 Val-Acc1: 98.48 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:48:12 - INFO - Epoch: 42,	 Iter: 300,	 Loss: 0.35777,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:48:23 - INFO - Epoch: 42,	 Iter: 400,	 Loss: 0.35555,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:48:36 - INFO - Epoch: 43,	 Iter: 0,	 Loss: 0.36252,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:48:46 - INFO - Epoch: 43,	 Iter: 100,	 Loss: 0.34022,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:48:57 - INFO - Epoch: 43,	 Iter: 200,	 Loss: 0.31804,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:49:07 - INFO - Epoch: 43,	 Iter: 300,	 Loss: 0.38627,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:49:18 - INFO - Epoch: 43,	 Iter: 400,	 Loss: 0.37610,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:49:31 - INFO - Epoch: 44,	 Iter: 0,	 Loss: 0.32449,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:49:42 - INFO - Epoch: 44,	 Iter: 100,	 Loss: 0.31725,	 Val-Acc1: 98.52 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:49:52 - INFO - Epoch: 44,	 Iter: 200,	 Loss: 0.32155,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:50:03 - INFO - Epoch: 44,	 Iter: 300,	 Loss: 0.38972,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:50:13 - INFO - Epoch: 44,	 Iter: 400,	 Loss: 0.34472,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:50:27 - INFO - Epoch: 45,	 Iter: 0,	 Loss: 0.32031,	 Val-Acc1: 98.61 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:50:37 - INFO - Epoch: 45,	 Iter: 100,	 Loss: 0.32000,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:50:48 - INFO - Epoch: 45,	 Iter: 200,	 Loss: 0.37426,	 Val-Acc1: 98.52 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:50:58 - INFO - Epoch: 45,	 Iter: 300,	 Loss: 0.35121,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:51:08 - INFO - Epoch: 45,	 Iter: 400,	 Loss: 0.38464,	 Val-Acc1: 98.53 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:51:22 - INFO - Epoch: 46,	 Iter: 0,	 Loss: 0.35946,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:51:33 - INFO - Epoch: 46,	 Iter: 100,	 Loss: 0.40268,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:51:43 - INFO - Epoch: 46,	 Iter: 200,	 Loss: 0.32515,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:51:53 - INFO - Epoch: 46,	 Iter: 300,	 Loss: 0.37628,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:52:04 - INFO - Epoch: 46,	 Iter: 400,	 Loss: 0.32707,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:52:18 - INFO - Epoch: 47,	 Iter: 0,	 Loss: 0.34139,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:52:28 - INFO - Epoch: 47,	 Iter: 100,	 Loss: 0.35472,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:52:38 - INFO - Epoch: 47,	 Iter: 200,	 Loss: 0.32993,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:52:48 - INFO - Epoch: 47,	 Iter: 300,	 Loss: 0.36303,	 Val-Acc1: 98.61 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:52:59 - INFO - Epoch: 47,	 Iter: 400,	 Loss: 0.33305,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:53:13 - INFO - Epoch: 48,	 Iter: 0,	 Loss: 0.37413,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:53:23 - INFO - Epoch: 48,	 Iter: 100,	 Loss: 0.30775,	 Val-Acc1: 98.61 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:53:33 - INFO - Epoch: 48,	 Iter: 200,	 Loss: 0.31859,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:53:43 - INFO - Epoch: 48,	 Iter: 300,	 Loss: 0.33943,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:53:54 - INFO - Epoch: 48,	 Iter: 400,	 Loss: 0.36093,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:54:07 - INFO - Epoch: 49,	 Iter: 0,	 Loss: 0.35850,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:54:18 - INFO - Epoch: 49,	 Iter: 100,	 Loss: 0.38538,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:54:28 - INFO - Epoch: 49,	 Iter: 200,	 Loss: 0.31364,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:54:39 - INFO - Epoch: 49,	 Iter: 300,	 Loss: 0.33946,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:54:49 - INFO - Epoch: 49,	 Iter: 400,	 Loss: 0.36053,	 Val-Acc1: 98.65 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:55:03 - INFO - Epoch: 50,	 Iter: 0,	 Loss: 0.32387,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:55:13 - INFO - Epoch: 50,	 Iter: 100,	 Loss: 0.33993,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:55:23 - INFO - Epoch: 50,	 Iter: 200,	 Loss: 0.33268,	 Val-Acc1: 98.65 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:55:34 - INFO - Epoch: 50,	 Iter: 300,	 Loss: 0.33379,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:55:44 - INFO - Epoch: 50,	 Iter: 400,	 Loss: 0.33203,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:55:58 - INFO - Epoch: 51,	 Iter: 0,	 Loss: 0.31189,	 Val-Acc1: 98.64 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:56:08 - INFO - Epoch: 51,	 Iter: 100,	 Loss: 0.34051,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:56:18 - INFO - Epoch: 51,	 Iter: 200,	 Loss: 0.34452,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:56:29 - INFO - Epoch: 51,	 Iter: 300,	 Loss: 0.34876,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:56:39 - INFO - Epoch: 51,	 Iter: 400,	 Loss: 0.33342,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.92
2021-01-24 20:56:53 - INFO - Epoch: 52,	 Iter: 0,	 Loss: 0.31832,	 Val-Acc1: 98.45 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:57:03 - INFO - Epoch: 52,	 Iter: 100,	 Loss: 0.32484,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.89
2021-01-24 20:57:14 - INFO - Epoch: 52,	 Iter: 200,	 Loss: 0.34363,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:57:24 - INFO - Epoch: 52,	 Iter: 300,	 Loss: 0.35092,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:57:34 - INFO - Epoch: 52,	 Iter: 400,	 Loss: 0.32162,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:57:48 - INFO - Epoch: 53,	 Iter: 0,	 Loss: 0.31389,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:57:58 - INFO - Epoch: 53,	 Iter: 100,	 Loss: 0.33122,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:58:09 - INFO - Epoch: 53,	 Iter: 200,	 Loss: 0.34438,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:58:19 - INFO - Epoch: 53,	 Iter: 300,	 Loss: 0.36998,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:58:29 - INFO - Epoch: 53,	 Iter: 400,	 Loss: 0.36065,	 Val-Acc1: 98.58 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:58:43 - INFO - Epoch: 54,	 Iter: 0,	 Loss: 0.36852,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:58:53 - INFO - Epoch: 54,	 Iter: 100,	 Loss: 0.31830,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:59:04 - INFO - Epoch: 54,	 Iter: 200,	 Loss: 0.30356,	 Val-Acc1: 98.63 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:59:14 - INFO - Epoch: 54,	 Iter: 300,	 Loss: 0.35281,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:59:24 - INFO - Epoch: 54,	 Iter: 400,	 Loss: 0.37276,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:59:38 - INFO - Epoch: 55,	 Iter: 0,	 Loss: 0.34025,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 20:59:49 - INFO - Epoch: 55,	 Iter: 100,	 Loss: 0.32496,	 Val-Acc1: 98.61 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 20:59:59 - INFO - Epoch: 55,	 Iter: 200,	 Loss: 0.35114,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:00:09 - INFO - Epoch: 55,	 Iter: 300,	 Loss: 0.37566,	 Val-Acc1: 98.62 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:00:20 - INFO - Epoch: 55,	 Iter: 400,	 Loss: 0.33227,	 Val-Acc1: 98.51 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 21:00:33 - INFO - Epoch: 56,	 Iter: 0,	 Loss: 0.36046,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:00:33 - INFO - lr: 3.200000000000001e-07
2021-01-24 21:00:44 - INFO - Epoch: 56,	 Iter: 100,	 Loss: 0.36014,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:00:54 - INFO - Epoch: 56,	 Iter: 200,	 Loss: 0.32286,	 Val-Acc1: 98.53 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:01:04 - INFO - Epoch: 56,	 Iter: 300,	 Loss: 0.35002,	 Val-Acc1: 98.57 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:01:15 - INFO - Epoch: 56,	 Iter: 400,	 Loss: 0.34276,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:01:29 - INFO - Epoch: 57,	 Iter: 0,	 Loss: 0.31060,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:01:39 - INFO - Epoch: 57,	 Iter: 100,	 Loss: 0.35831,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:01:49 - INFO - Epoch: 57,	 Iter: 200,	 Loss: 0.33584,	 Val-Acc1: 98.52 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:02:00 - INFO - Epoch: 57,	 Iter: 300,	 Loss: 0.35625,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:02:10 - INFO - Epoch: 57,	 Iter: 400,	 Loss: 0.35316,	 Val-Acc1: 98.56 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 21:02:24 - INFO - Epoch: 58,	 Iter: 0,	 Loss: 0.32914,	 Val-Acc1: 98.47 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:02:34 - INFO - Epoch: 58,	 Iter: 100,	 Loss: 0.32755,	 Val-Acc1: 98.50 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:02:45 - INFO - Epoch: 58,	 Iter: 200,	 Loss: 0.35120,	 Val-Acc1: 98.53 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:02:55 - INFO - Epoch: 58,	 Iter: 300,	 Loss: 0.39762,	 Val-Acc1: 98.47 (Best: 98.66),	 Val-Acc5: 99.90
2021-01-24 21:03:05 - INFO - Epoch: 58,	 Iter: 400,	 Loss: 0.37722,	 Val-Acc1: 98.60 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:03:19 - INFO - Epoch: 59,	 Iter: 0,	 Loss: 0.34580,	 Val-Acc1: 98.55 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:03:29 - INFO - Epoch: 59,	 Iter: 100,	 Loss: 0.36444,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:03:40 - INFO - Epoch: 59,	 Iter: 200,	 Loss: 0.34659,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:03:50 - INFO - Epoch: 59,	 Iter: 300,	 Loss: 0.36693,	 Val-Acc1: 98.45 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:04:00 - INFO - Epoch: 59,	 Iter: 400,	 Loss: 0.33994,	 Val-Acc1: 98.64 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:04:14 - INFO - Epoch: 60,	 Iter: 0,	 Loss: 0.34556,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:04:24 - INFO - Epoch: 60,	 Iter: 100,	 Loss: 0.42317,	 Val-Acc1: 98.48 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:04:35 - INFO - Epoch: 60,	 Iter: 200,	 Loss: 0.33713,	 Val-Acc1: 98.53 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:04:45 - INFO - Epoch: 60,	 Iter: 300,	 Loss: 0.34701,	 Val-Acc1: 98.59 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:04:55 - INFO - Epoch: 60,	 Iter: 400,	 Loss: 0.34134,	 Val-Acc1: 98.54 (Best: 98.66),	 Val-Acc5: 99.91
2021-01-24 21:05:10 - INFO - Epoch: 61,	 Iter: 0,	 Loss: 0.35079,	 Val-Acc1: 98.56 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:05:20 - INFO - Epoch: 61,	 Iter: 100,	 Loss: 0.39371,	 Val-Acc1: 98.58 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:05:30 - INFO - Epoch: 61,	 Iter: 200,	 Loss: 0.32788,	 Val-Acc1: 98.61 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:05:41 - INFO - Epoch: 61,	 Iter: 300,	 Loss: 0.35787,	 Val-Acc1: 98.54 (Best: 98.69),	 Val-Acc5: 99.90
2021-01-24 21:05:51 - INFO - Epoch: 61,	 Iter: 400,	 Loss: 0.35231,	 Val-Acc1: 98.56 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:06:05 - INFO - Epoch: 62,	 Iter: 0,	 Loss: 0.32957,	 Val-Acc1: 98.55 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:06:15 - INFO - Epoch: 62,	 Iter: 100,	 Loss: 0.35950,	 Val-Acc1: 98.58 (Best: 98.69),	 Val-Acc5: 99.90
2021-01-24 21:06:26 - INFO - Epoch: 62,	 Iter: 200,	 Loss: 0.36212,	 Val-Acc1: 98.52 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:06:36 - INFO - Epoch: 62,	 Iter: 300,	 Loss: 0.33627,	 Val-Acc1: 98.54 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:06:46 - INFO - Epoch: 62,	 Iter: 400,	 Loss: 0.36130,	 Val-Acc1: 98.51 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:07:00 - INFO - Epoch: 63,	 Iter: 0,	 Loss: 0.33875,	 Val-Acc1: 98.58 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:07:11 - INFO - Epoch: 63,	 Iter: 100,	 Loss: 0.33475,	 Val-Acc1: 98.59 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:07:21 - INFO - Epoch: 63,	 Iter: 200,	 Loss: 0.35302,	 Val-Acc1: 98.61 (Best: 98.69),	 Val-Acc5: 99.89
2021-01-24 21:07:31 - INFO - Epoch: 63,	 Iter: 300,	 Loss: 0.36036,	 Val-Acc1: 98.53 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:07:42 - INFO - Epoch: 63,	 Iter: 400,	 Loss: 0.37508,	 Val-Acc1: 98.58 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:07:56 - INFO - Epoch: 64,	 Iter: 0,	 Loss: 0.30901,	 Val-Acc1: 98.57 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:08:06 - INFO - Epoch: 64,	 Iter: 100,	 Loss: 0.35474,	 Val-Acc1: 98.64 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:08:17 - INFO - Epoch: 64,	 Iter: 200,	 Loss: 0.36121,	 Val-Acc1: 98.60 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:08:27 - INFO - Epoch: 64,	 Iter: 300,	 Loss: 0.33841,	 Val-Acc1: 98.54 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:08:38 - INFO - Epoch: 64,	 Iter: 400,	 Loss: 0.34429,	 Val-Acc1: 98.53 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:08:51 - INFO - Epoch: 65,	 Iter: 0,	 Loss: 0.33304,	 Val-Acc1: 98.59 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:09:02 - INFO - Epoch: 65,	 Iter: 100,	 Loss: 0.31978,	 Val-Acc1: 98.58 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:09:12 - INFO - Epoch: 65,	 Iter: 200,	 Loss: 0.33047,	 Val-Acc1: 98.59 (Best: 98.69),	 Val-Acc5: 99.90
2021-01-24 21:09:23 - INFO - Epoch: 65,	 Iter: 300,	 Loss: 0.34322,	 Val-Acc1: 98.46 (Best: 98.69),	 Val-Acc5: 99.91
2021-01-24 21:09:33 - INFO - Epoch: 65,	 Iter: 400,	 Loss: 0.31738,	 Val-Acc1: 98.71 (Best: 98.71),	 Val-Acc5: 99.91
2021-01-24 21:09:47 - INFO - Epoch: 66,	 Iter: 0,	 Loss: 0.36195,	 Val-Acc1: 98.56 (Best: 98.71),	 Val-Acc5: 99.91
2021-01-24 21:09:58 - INFO - Epoch: 66,	 Iter: 100,	 Loss: 0.33207,	 Val-Acc1: 98.73 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:10:08 - INFO - Epoch: 66,	 Iter: 200,	 Loss: 0.37884,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:10:19 - INFO - Epoch: 66,	 Iter: 300,	 Loss: 0.33711,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:10:29 - INFO - Epoch: 66,	 Iter: 400,	 Loss: 0.34933,	 Val-Acc1: 98.47 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:10:43 - INFO - Epoch: 67,	 Iter: 0,	 Loss: 0.34017,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:10:54 - INFO - Epoch: 67,	 Iter: 100,	 Loss: 0.33207,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:11:04 - INFO - Epoch: 67,	 Iter: 200,	 Loss: 0.37405,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:11:15 - INFO - Epoch: 67,	 Iter: 300,	 Loss: 0.32130,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:11:25 - INFO - Epoch: 67,	 Iter: 400,	 Loss: 0.37321,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:11:39 - INFO - Epoch: 68,	 Iter: 0,	 Loss: 0.35258,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:11:49 - INFO - Epoch: 68,	 Iter: 100,	 Loss: 0.34700,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:12:00 - INFO - Epoch: 68,	 Iter: 200,	 Loss: 0.32135,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:12:10 - INFO - Epoch: 68,	 Iter: 300,	 Loss: 0.32448,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:12:21 - INFO - Epoch: 68,	 Iter: 400,	 Loss: 0.33293,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:12:34 - INFO - Epoch: 69,	 Iter: 0,	 Loss: 0.34066,	 Val-Acc1: 98.68 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:12:45 - INFO - Epoch: 69,	 Iter: 100,	 Loss: 0.39548,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:12:55 - INFO - Epoch: 69,	 Iter: 200,	 Loss: 0.40099,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:13:06 - INFO - Epoch: 69,	 Iter: 300,	 Loss: 0.35491,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:13:16 - INFO - Epoch: 69,	 Iter: 400,	 Loss: 0.35288,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:13:30 - INFO - Epoch: 70,	 Iter: 0,	 Loss: 0.36314,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:13:30 - INFO - lr: 6.400000000000003e-08
2021-01-24 21:13:41 - INFO - Epoch: 70,	 Iter: 100,	 Loss: 0.35708,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:13:51 - INFO - Epoch: 70,	 Iter: 200,	 Loss: 0.34089,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:14:02 - INFO - Epoch: 70,	 Iter: 300,	 Loss: 0.34417,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:14:12 - INFO - Epoch: 70,	 Iter: 400,	 Loss: 0.35499,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:14:26 - INFO - Epoch: 71,	 Iter: 0,	 Loss: 0.35775,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:14:37 - INFO - Epoch: 71,	 Iter: 100,	 Loss: 0.33681,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:14:47 - INFO - Epoch: 71,	 Iter: 200,	 Loss: 0.31891,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:14:58 - INFO - Epoch: 71,	 Iter: 300,	 Loss: 0.32940,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:15:08 - INFO - Epoch: 71,	 Iter: 400,	 Loss: 0.38493,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:15:22 - INFO - Epoch: 72,	 Iter: 0,	 Loss: 0.35701,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:15:32 - INFO - Epoch: 72,	 Iter: 100,	 Loss: 0.31914,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:15:43 - INFO - Epoch: 72,	 Iter: 200,	 Loss: 0.36040,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:15:53 - INFO - Epoch: 72,	 Iter: 300,	 Loss: 0.34534,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 21:16:03 - INFO - Epoch: 72,	 Iter: 400,	 Loss: 0.35450,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:16:17 - INFO - Epoch: 73,	 Iter: 0,	 Loss: 0.33600,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:16:28 - INFO - Epoch: 73,	 Iter: 100,	 Loss: 0.36852,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:16:38 - INFO - Epoch: 73,	 Iter: 200,	 Loss: 0.32917,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:16:49 - INFO - Epoch: 73,	 Iter: 300,	 Loss: 0.35228,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:16:59 - INFO - Epoch: 73,	 Iter: 400,	 Loss: 0.33890,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:17:13 - INFO - Epoch: 74,	 Iter: 0,	 Loss: 0.36344,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:17:23 - INFO - Epoch: 74,	 Iter: 100,	 Loss: 0.42633,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:17:33 - INFO - Epoch: 74,	 Iter: 200,	 Loss: 0.32292,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:17:44 - INFO - Epoch: 74,	 Iter: 300,	 Loss: 0.33408,	 Val-Acc1: 98.68 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:17:54 - INFO - Epoch: 74,	 Iter: 400,	 Loss: 0.32799,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:18:08 - INFO - Epoch: 75,	 Iter: 0,	 Loss: 0.33944,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:18:18 - INFO - Epoch: 75,	 Iter: 100,	 Loss: 0.37147,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:18:29 - INFO - Epoch: 75,	 Iter: 200,	 Loss: 0.35118,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:18:39 - INFO - Epoch: 75,	 Iter: 300,	 Loss: 0.34186,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:18:50 - INFO - Epoch: 75,	 Iter: 400,	 Loss: 0.34120,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:19:04 - INFO - Epoch: 76,	 Iter: 0,	 Loss: 0.33063,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:19:14 - INFO - Epoch: 76,	 Iter: 100,	 Loss: 0.34746,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:19:24 - INFO - Epoch: 76,	 Iter: 200,	 Loss: 0.34836,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:19:35 - INFO - Epoch: 76,	 Iter: 300,	 Loss: 0.35715,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:19:45 - INFO - Epoch: 76,	 Iter: 400,	 Loss: 0.34339,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:19:59 - INFO - Epoch: 77,	 Iter: 0,	 Loss: 0.41786,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:20:09 - INFO - Epoch: 77,	 Iter: 100,	 Loss: 0.33874,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:20:20 - INFO - Epoch: 77,	 Iter: 200,	 Loss: 0.33106,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:20:30 - INFO - Epoch: 77,	 Iter: 300,	 Loss: 0.33712,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:20:41 - INFO - Epoch: 77,	 Iter: 400,	 Loss: 0.35721,	 Val-Acc1: 98.45 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:20:55 - INFO - Epoch: 78,	 Iter: 0,	 Loss: 0.34536,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:21:05 - INFO - Epoch: 78,	 Iter: 100,	 Loss: 0.38046,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:21:16 - INFO - Epoch: 78,	 Iter: 200,	 Loss: 0.35087,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:21:26 - INFO - Epoch: 78,	 Iter: 300,	 Loss: 0.37879,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:21:36 - INFO - Epoch: 78,	 Iter: 400,	 Loss: 0.32511,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:21:50 - INFO - Epoch: 79,	 Iter: 0,	 Loss: 0.37850,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:22:01 - INFO - Epoch: 79,	 Iter: 100,	 Loss: 0.33358,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:22:11 - INFO - Epoch: 79,	 Iter: 200,	 Loss: 0.36642,	 Val-Acc1: 98.68 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:22:21 - INFO - Epoch: 79,	 Iter: 300,	 Loss: 0.34775,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:22:32 - INFO - Epoch: 79,	 Iter: 400,	 Loss: 0.32058,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:22:46 - INFO - Epoch: 80,	 Iter: 0,	 Loss: 0.35531,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:22:56 - INFO - Epoch: 80,	 Iter: 100,	 Loss: 0.34757,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:23:07 - INFO - Epoch: 80,	 Iter: 200,	 Loss: 0.37690,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:23:17 - INFO - Epoch: 80,	 Iter: 300,	 Loss: 0.33150,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:23:27 - INFO - Epoch: 80,	 Iter: 400,	 Loss: 0.35124,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:23:41 - INFO - Epoch: 81,	 Iter: 0,	 Loss: 0.38111,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:23:52 - INFO - Epoch: 81,	 Iter: 100,	 Loss: 0.36021,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:24:02 - INFO - Epoch: 81,	 Iter: 200,	 Loss: 0.34337,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:24:12 - INFO - Epoch: 81,	 Iter: 300,	 Loss: 0.36998,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:24:23 - INFO - Epoch: 81,	 Iter: 400,	 Loss: 0.36068,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:24:36 - INFO - Epoch: 82,	 Iter: 0,	 Loss: 0.34575,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 21:24:47 - INFO - Epoch: 82,	 Iter: 100,	 Loss: 0.33075,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:24:57 - INFO - Epoch: 82,	 Iter: 200,	 Loss: 0.32436,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:25:08 - INFO - Epoch: 82,	 Iter: 300,	 Loss: 0.33384,	 Val-Acc1: 98.45 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:25:18 - INFO - Epoch: 82,	 Iter: 400,	 Loss: 0.35304,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:25:32 - INFO - Epoch: 83,	 Iter: 0,	 Loss: 0.36389,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:25:42 - INFO - Epoch: 83,	 Iter: 100,	 Loss: 0.34574,	 Val-Acc1: 98.72 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:25:53 - INFO - Epoch: 83,	 Iter: 200,	 Loss: 0.36486,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:26:03 - INFO - Epoch: 83,	 Iter: 300,	 Loss: 0.35516,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:26:13 - INFO - Epoch: 83,	 Iter: 400,	 Loss: 0.40882,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:26:27 - INFO - Epoch: 84,	 Iter: 0,	 Loss: 0.33767,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:26:27 - INFO - lr: 1.2800000000000007e-08
2021-01-24 21:26:38 - INFO - Epoch: 84,	 Iter: 100,	 Loss: 0.38818,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:26:48 - INFO - Epoch: 84,	 Iter: 200,	 Loss: 0.38188,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:26:59 - INFO - Epoch: 84,	 Iter: 300,	 Loss: 0.32435,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:27:09 - INFO - Epoch: 84,	 Iter: 400,	 Loss: 0.33207,	 Val-Acc1: 98.46 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:27:23 - INFO - Epoch: 85,	 Iter: 0,	 Loss: 0.33146,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 21:27:34 - INFO - Epoch: 85,	 Iter: 100,	 Loss: 0.34889,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:27:44 - INFO - Epoch: 85,	 Iter: 200,	 Loss: 0.36164,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:27:54 - INFO - Epoch: 85,	 Iter: 300,	 Loss: 0.32376,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:28:05 - INFO - Epoch: 85,	 Iter: 400,	 Loss: 0.35986,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:28:18 - INFO - Epoch: 86,	 Iter: 0,	 Loss: 0.32724,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:28:29 - INFO - Epoch: 86,	 Iter: 100,	 Loss: 0.34864,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:28:39 - INFO - Epoch: 86,	 Iter: 200,	 Loss: 0.36734,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:28:50 - INFO - Epoch: 86,	 Iter: 300,	 Loss: 0.34721,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:29:00 - INFO - Epoch: 86,	 Iter: 400,	 Loss: 0.33282,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:29:14 - INFO - Epoch: 87,	 Iter: 0,	 Loss: 0.35595,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 21:29:24 - INFO - Epoch: 87,	 Iter: 100,	 Loss: 0.37340,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:29:35 - INFO - Epoch: 87,	 Iter: 200,	 Loss: 0.34264,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:29:45 - INFO - Epoch: 87,	 Iter: 300,	 Loss: 0.34999,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:29:55 - INFO - Epoch: 87,	 Iter: 400,	 Loss: 0.36149,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:30:09 - INFO - Epoch: 88,	 Iter: 0,	 Loss: 0.32099,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:30:20 - INFO - Epoch: 88,	 Iter: 100,	 Loss: 0.34937,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:30:30 - INFO - Epoch: 88,	 Iter: 200,	 Loss: 0.33564,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:30:40 - INFO - Epoch: 88,	 Iter: 300,	 Loss: 0.32573,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:30:51 - INFO - Epoch: 88,	 Iter: 400,	 Loss: 0.35060,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:31:05 - INFO - Epoch: 89,	 Iter: 0,	 Loss: 0.37947,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:31:15 - INFO - Epoch: 89,	 Iter: 100,	 Loss: 0.35168,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 21:31:26 - INFO - Epoch: 89,	 Iter: 200,	 Loss: 0.33752,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:31:36 - INFO - Epoch: 89,	 Iter: 300,	 Loss: 0.30827,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:31:47 - INFO - Epoch: 89,	 Iter: 400,	 Loss: 0.38122,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:32:01 - INFO - Epoch: 90,	 Iter: 0,	 Loss: 0.33815,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:32:11 - INFO - Epoch: 90,	 Iter: 100,	 Loss: 0.32044,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:32:22 - INFO - Epoch: 90,	 Iter: 200,	 Loss: 0.36893,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:32:32 - INFO - Epoch: 90,	 Iter: 300,	 Loss: 0.36153,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:32:42 - INFO - Epoch: 90,	 Iter: 400,	 Loss: 0.35292,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:32:56 - INFO - Epoch: 91,	 Iter: 0,	 Loss: 0.34366,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:33:07 - INFO - Epoch: 91,	 Iter: 100,	 Loss: 0.33914,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:33:17 - INFO - Epoch: 91,	 Iter: 200,	 Loss: 0.33703,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:33:28 - INFO - Epoch: 91,	 Iter: 300,	 Loss: 0.32056,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:33:38 - INFO - Epoch: 91,	 Iter: 400,	 Loss: 0.35799,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:33:52 - INFO - Epoch: 92,	 Iter: 0,	 Loss: 0.36114,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:34:02 - INFO - Epoch: 92,	 Iter: 100,	 Loss: 0.34214,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:34:13 - INFO - Epoch: 92,	 Iter: 200,	 Loss: 0.37233,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:34:23 - INFO - Epoch: 92,	 Iter: 300,	 Loss: 0.35747,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:34:34 - INFO - Epoch: 92,	 Iter: 400,	 Loss: 0.37034,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:34:48 - INFO - Epoch: 93,	 Iter: 0,	 Loss: 0.34674,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:34:58 - INFO - Epoch: 93,	 Iter: 100,	 Loss: 0.34439,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:35:09 - INFO - Epoch: 93,	 Iter: 200,	 Loss: 0.35673,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:35:19 - INFO - Epoch: 93,	 Iter: 300,	 Loss: 0.34813,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:35:29 - INFO - Epoch: 93,	 Iter: 400,	 Loss: 0.38052,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:35:43 - INFO - Epoch: 94,	 Iter: 0,	 Loss: 0.34371,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:35:54 - INFO - Epoch: 94,	 Iter: 100,	 Loss: 0.37787,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:36:04 - INFO - Epoch: 94,	 Iter: 200,	 Loss: 0.38408,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:36:14 - INFO - Epoch: 94,	 Iter: 300,	 Loss: 0.33323,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:36:25 - INFO - Epoch: 94,	 Iter: 400,	 Loss: 0.32268,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:36:39 - INFO - Epoch: 95,	 Iter: 0,	 Loss: 0.32558,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:36:49 - INFO - Epoch: 95,	 Iter: 100,	 Loss: 0.37727,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:37:00 - INFO - Epoch: 95,	 Iter: 200,	 Loss: 0.32367,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:37:11 - INFO - Epoch: 95,	 Iter: 300,	 Loss: 0.35112,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:37:21 - INFO - Epoch: 95,	 Iter: 400,	 Loss: 0.38190,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:37:35 - INFO - Epoch: 96,	 Iter: 0,	 Loss: 0.43400,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:37:46 - INFO - Epoch: 96,	 Iter: 100,	 Loss: 0.32391,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:37:56 - INFO - Epoch: 96,	 Iter: 200,	 Loss: 0.33337,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:38:07 - INFO - Epoch: 96,	 Iter: 300,	 Loss: 0.38327,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:38:17 - INFO - Epoch: 96,	 Iter: 400,	 Loss: 0.33581,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:38:31 - INFO - Epoch: 97,	 Iter: 0,	 Loss: 0.35280,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:38:41 - INFO - Epoch: 97,	 Iter: 100,	 Loss: 0.32065,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:38:52 - INFO - Epoch: 97,	 Iter: 200,	 Loss: 0.33194,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:39:02 - INFO - Epoch: 97,	 Iter: 300,	 Loss: 0.37817,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:39:13 - INFO - Epoch: 97,	 Iter: 400,	 Loss: 0.36571,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:39:26 - INFO - Epoch: 98,	 Iter: 0,	 Loss: 0.37568,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:39:26 - INFO - lr: 2.5600000000000015e-09
2021-01-24 21:39:37 - INFO - Epoch: 98,	 Iter: 100,	 Loss: 0.35029,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:39:47 - INFO - Epoch: 98,	 Iter: 200,	 Loss: 0.36478,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:39:57 - INFO - Epoch: 98,	 Iter: 300,	 Loss: 0.34200,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:40:07 - INFO - Epoch: 98,	 Iter: 400,	 Loss: 0.35467,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:40:21 - INFO - Epoch: 99,	 Iter: 0,	 Loss: 0.33839,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:40:32 - INFO - Epoch: 99,	 Iter: 100,	 Loss: 0.32712,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:40:42 - INFO - Epoch: 99,	 Iter: 200,	 Loss: 0.31476,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:40:52 - INFO - Epoch: 99,	 Iter: 300,	 Loss: 0.37377,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:41:02 - INFO - Epoch: 99,	 Iter: 400,	 Loss: 0.32686,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:41:16 - INFO - Epoch: 100,	 Iter: 0,	 Loss: 0.32168,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:41:26 - INFO - Epoch: 100,	 Iter: 100,	 Loss: 0.33346,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:41:37 - INFO - Epoch: 100,	 Iter: 200,	 Loss: 0.39524,	 Val-Acc1: 98.69 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:41:47 - INFO - Epoch: 100,	 Iter: 300,	 Loss: 0.32202,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:41:57 - INFO - Epoch: 100,	 Iter: 400,	 Loss: 0.33222,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:42:11 - INFO - Epoch: 101,	 Iter: 0,	 Loss: 0.35593,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:42:21 - INFO - Epoch: 101,	 Iter: 100,	 Loss: 0.34293,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:42:31 - INFO - Epoch: 101,	 Iter: 200,	 Loss: 0.35919,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 21:42:42 - INFO - Epoch: 101,	 Iter: 300,	 Loss: 0.45747,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:42:52 - INFO - Epoch: 101,	 Iter: 400,	 Loss: 0.35879,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:43:06 - INFO - Epoch: 102,	 Iter: 0,	 Loss: 0.35654,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:43:16 - INFO - Epoch: 102,	 Iter: 100,	 Loss: 0.36375,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:43:26 - INFO - Epoch: 102,	 Iter: 200,	 Loss: 0.34943,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:43:36 - INFO - Epoch: 102,	 Iter: 300,	 Loss: 0.33148,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:43:46 - INFO - Epoch: 102,	 Iter: 400,	 Loss: 0.33356,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:44:00 - INFO - Epoch: 103,	 Iter: 0,	 Loss: 0.34151,	 Val-Acc1: 98.70 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:44:10 - INFO - Epoch: 103,	 Iter: 100,	 Loss: 0.35755,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:44:21 - INFO - Epoch: 103,	 Iter: 200,	 Loss: 0.32043,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:44:31 - INFO - Epoch: 103,	 Iter: 300,	 Loss: 0.32308,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:44:41 - INFO - Epoch: 103,	 Iter: 400,	 Loss: 0.31744,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:44:54 - INFO - Epoch: 104,	 Iter: 0,	 Loss: 0.37764,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:45:05 - INFO - Epoch: 104,	 Iter: 100,	 Loss: 0.35407,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:45:15 - INFO - Epoch: 104,	 Iter: 200,	 Loss: 0.33492,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:45:25 - INFO - Epoch: 104,	 Iter: 300,	 Loss: 0.37972,	 Val-Acc1: 98.47 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:45:36 - INFO - Epoch: 104,	 Iter: 400,	 Loss: 0.36031,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:45:49 - INFO - Epoch: 105,	 Iter: 0,	 Loss: 0.34521,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:46:00 - INFO - Epoch: 105,	 Iter: 100,	 Loss: 0.34645,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:46:10 - INFO - Epoch: 105,	 Iter: 200,	 Loss: 0.31378,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:46:20 - INFO - Epoch: 105,	 Iter: 300,	 Loss: 0.37164,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:46:31 - INFO - Epoch: 105,	 Iter: 400,	 Loss: 0.36256,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:46:44 - INFO - Epoch: 106,	 Iter: 0,	 Loss: 0.34985,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:46:54 - INFO - Epoch: 106,	 Iter: 100,	 Loss: 0.31800,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:47:05 - INFO - Epoch: 106,	 Iter: 200,	 Loss: 0.33194,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:47:15 - INFO - Epoch: 106,	 Iter: 300,	 Loss: 0.37755,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:47:25 - INFO - Epoch: 106,	 Iter: 400,	 Loss: 0.34164,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:47:39 - INFO - Epoch: 107,	 Iter: 0,	 Loss: 0.32673,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:47:49 - INFO - Epoch: 107,	 Iter: 100,	 Loss: 0.35728,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:48:00 - INFO - Epoch: 107,	 Iter: 200,	 Loss: 0.34333,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:48:10 - INFO - Epoch: 107,	 Iter: 300,	 Loss: 0.33314,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:48:20 - INFO - Epoch: 107,	 Iter: 400,	 Loss: 0.37734,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:48:34 - INFO - Epoch: 108,	 Iter: 0,	 Loss: 0.37761,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:48:44 - INFO - Epoch: 108,	 Iter: 100,	 Loss: 0.35659,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:48:55 - INFO - Epoch: 108,	 Iter: 200,	 Loss: 0.36031,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:49:05 - INFO - Epoch: 108,	 Iter: 300,	 Loss: 0.34946,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:49:15 - INFO - Epoch: 108,	 Iter: 400,	 Loss: 0.39455,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 21:49:29 - INFO - Epoch: 109,	 Iter: 0,	 Loss: 0.34867,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:49:39 - INFO - Epoch: 109,	 Iter: 100,	 Loss: 0.31673,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:49:49 - INFO - Epoch: 109,	 Iter: 200,	 Loss: 0.33073,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:50:00 - INFO - Epoch: 109,	 Iter: 300,	 Loss: 0.33911,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:50:10 - INFO - Epoch: 109,	 Iter: 400,	 Loss: 0.36504,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:50:24 - INFO - Epoch: 110,	 Iter: 0,	 Loss: 0.35854,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:50:34 - INFO - Epoch: 110,	 Iter: 100,	 Loss: 0.32904,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:50:44 - INFO - Epoch: 110,	 Iter: 200,	 Loss: 0.31797,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:50:55 - INFO - Epoch: 110,	 Iter: 300,	 Loss: 0.39765,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:51:05 - INFO - Epoch: 110,	 Iter: 400,	 Loss: 0.33571,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:51:19 - INFO - Epoch: 111,	 Iter: 0,	 Loss: 0.35594,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:51:29 - INFO - Epoch: 111,	 Iter: 100,	 Loss: 0.34341,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:51:39 - INFO - Epoch: 111,	 Iter: 200,	 Loss: 0.34411,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:51:49 - INFO - Epoch: 111,	 Iter: 300,	 Loss: 0.33079,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:52:00 - INFO - Epoch: 111,	 Iter: 400,	 Loss: 0.34872,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:52:13 - INFO - Epoch: 112,	 Iter: 0,	 Loss: 0.34904,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:52:13 - INFO - lr: 5.120000000000003e-10
2021-01-24 21:52:24 - INFO - Epoch: 112,	 Iter: 100,	 Loss: 0.38167,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 21:52:34 - INFO - Epoch: 112,	 Iter: 200,	 Loss: 0.35411,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:52:44 - INFO - Epoch: 112,	 Iter: 300,	 Loss: 0.32534,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:52:55 - INFO - Epoch: 112,	 Iter: 400,	 Loss: 0.36793,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:53:08 - INFO - Epoch: 113,	 Iter: 0,	 Loss: 0.34269,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:53:19 - INFO - Epoch: 113,	 Iter: 100,	 Loss: 0.32032,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:53:29 - INFO - Epoch: 113,	 Iter: 200,	 Loss: 0.39737,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:53:39 - INFO - Epoch: 113,	 Iter: 300,	 Loss: 0.30979,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:53:49 - INFO - Epoch: 113,	 Iter: 400,	 Loss: 0.34418,	 Val-Acc1: 98.72 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:54:03 - INFO - Epoch: 114,	 Iter: 0,	 Loss: 0.33947,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:54:13 - INFO - Epoch: 114,	 Iter: 100,	 Loss: 0.34952,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:54:24 - INFO - Epoch: 114,	 Iter: 200,	 Loss: 0.37682,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:54:34 - INFO - Epoch: 114,	 Iter: 300,	 Loss: 0.37146,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:54:44 - INFO - Epoch: 114,	 Iter: 400,	 Loss: 0.37722,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:54:58 - INFO - Epoch: 115,	 Iter: 0,	 Loss: 0.33558,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:55:08 - INFO - Epoch: 115,	 Iter: 100,	 Loss: 0.32099,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:55:19 - INFO - Epoch: 115,	 Iter: 200,	 Loss: 0.33701,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:55:29 - INFO - Epoch: 115,	 Iter: 300,	 Loss: 0.47313,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:55:39 - INFO - Epoch: 115,	 Iter: 400,	 Loss: 0.33960,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:55:53 - INFO - Epoch: 116,	 Iter: 0,	 Loss: 0.41636,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:56:03 - INFO - Epoch: 116,	 Iter: 100,	 Loss: 0.37624,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:56:13 - INFO - Epoch: 116,	 Iter: 200,	 Loss: 0.35809,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:56:24 - INFO - Epoch: 116,	 Iter: 300,	 Loss: 0.35759,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:56:34 - INFO - Epoch: 116,	 Iter: 400,	 Loss: 0.34645,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:56:48 - INFO - Epoch: 117,	 Iter: 0,	 Loss: 0.32732,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:56:58 - INFO - Epoch: 117,	 Iter: 100,	 Loss: 0.34206,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:57:08 - INFO - Epoch: 117,	 Iter: 200,	 Loss: 0.35686,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:57:19 - INFO - Epoch: 117,	 Iter: 300,	 Loss: 0.33612,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:57:29 - INFO - Epoch: 117,	 Iter: 400,	 Loss: 0.36628,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:57:43 - INFO - Epoch: 118,	 Iter: 0,	 Loss: 0.34749,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:57:53 - INFO - Epoch: 118,	 Iter: 100,	 Loss: 0.35520,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:58:03 - INFO - Epoch: 118,	 Iter: 200,	 Loss: 0.33661,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:58:14 - INFO - Epoch: 118,	 Iter: 300,	 Loss: 0.34381,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:58:24 - INFO - Epoch: 118,	 Iter: 400,	 Loss: 0.32358,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:58:38 - INFO - Epoch: 119,	 Iter: 0,	 Loss: 0.36386,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:58:48 - INFO - Epoch: 119,	 Iter: 100,	 Loss: 0.34693,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:58:58 - INFO - Epoch: 119,	 Iter: 200,	 Loss: 0.38170,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:59:09 - INFO - Epoch: 119,	 Iter: 300,	 Loss: 0.33233,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:59:19 - INFO - Epoch: 119,	 Iter: 400,	 Loss: 0.35836,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:59:33 - INFO - Epoch: 120,	 Iter: 0,	 Loss: 0.35882,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 21:59:43 - INFO - Epoch: 120,	 Iter: 100,	 Loss: 0.35091,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 21:59:53 - INFO - Epoch: 120,	 Iter: 200,	 Loss: 0.36958,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:00:03 - INFO - Epoch: 120,	 Iter: 300,	 Loss: 0.33168,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:00:14 - INFO - Epoch: 120,	 Iter: 400,	 Loss: 0.33145,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:00:28 - INFO - Epoch: 121,	 Iter: 0,	 Loss: 0.34843,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:00:38 - INFO - Epoch: 121,	 Iter: 100,	 Loss: 0.36973,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:00:48 - INFO - Epoch: 121,	 Iter: 200,	 Loss: 0.34560,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:00:58 - INFO - Epoch: 121,	 Iter: 300,	 Loss: 0.35158,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:01:09 - INFO - Epoch: 121,	 Iter: 400,	 Loss: 0.33099,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:01:22 - INFO - Epoch: 122,	 Iter: 0,	 Loss: 0.40883,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:01:33 - INFO - Epoch: 122,	 Iter: 100,	 Loss: 0.37347,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:01:43 - INFO - Epoch: 122,	 Iter: 200,	 Loss: 0.37683,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:01:53 - INFO - Epoch: 122,	 Iter: 300,	 Loss: 0.32630,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:02:04 - INFO - Epoch: 122,	 Iter: 400,	 Loss: 0.34198,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:02:17 - INFO - Epoch: 123,	 Iter: 0,	 Loss: 0.36090,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:02:28 - INFO - Epoch: 123,	 Iter: 100,	 Loss: 0.34226,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:02:38 - INFO - Epoch: 123,	 Iter: 200,	 Loss: 0.34415,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:02:48 - INFO - Epoch: 123,	 Iter: 300,	 Loss: 0.40376,	 Val-Acc1: 98.68 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:02:58 - INFO - Epoch: 123,	 Iter: 400,	 Loss: 0.35528,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:03:12 - INFO - Epoch: 124,	 Iter: 0,	 Loss: 0.33528,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:03:22 - INFO - Epoch: 124,	 Iter: 100,	 Loss: 0.35425,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:03:33 - INFO - Epoch: 124,	 Iter: 200,	 Loss: 0.33166,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:03:43 - INFO - Epoch: 124,	 Iter: 300,	 Loss: 0.38616,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:03:53 - INFO - Epoch: 124,	 Iter: 400,	 Loss: 0.32639,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:04:07 - INFO - Epoch: 125,	 Iter: 0,	 Loss: 0.36403,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:04:17 - INFO - Epoch: 125,	 Iter: 100,	 Loss: 0.37685,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:04:28 - INFO - Epoch: 125,	 Iter: 200,	 Loss: 0.36578,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:04:38 - INFO - Epoch: 125,	 Iter: 300,	 Loss: 0.34127,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:04:48 - INFO - Epoch: 125,	 Iter: 400,	 Loss: 0.37267,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:05:02 - INFO - Epoch: 126,	 Iter: 0,	 Loss: 0.32289,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:05:02 - INFO - lr: 1.0240000000000007e-10
2021-01-24 22:05:12 - INFO - Epoch: 126,	 Iter: 100,	 Loss: 0.35040,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:05:22 - INFO - Epoch: 126,	 Iter: 200,	 Loss: 0.39015,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:05:33 - INFO - Epoch: 126,	 Iter: 300,	 Loss: 0.35096,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:05:43 - INFO - Epoch: 126,	 Iter: 400,	 Loss: 0.35145,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:05:57 - INFO - Epoch: 127,	 Iter: 0,	 Loss: 0.34350,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:06:07 - INFO - Epoch: 127,	 Iter: 100,	 Loss: 0.35766,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:06:17 - INFO - Epoch: 127,	 Iter: 200,	 Loss: 0.35106,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:06:28 - INFO - Epoch: 127,	 Iter: 300,	 Loss: 0.34327,	 Val-Acc1: 98.69 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:06:38 - INFO - Epoch: 127,	 Iter: 400,	 Loss: 0.34509,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:06:52 - INFO - Epoch: 128,	 Iter: 0,	 Loss: 0.35588,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:07:02 - INFO - Epoch: 128,	 Iter: 100,	 Loss: 0.33692,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:07:12 - INFO - Epoch: 128,	 Iter: 200,	 Loss: 0.35857,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:07:23 - INFO - Epoch: 128,	 Iter: 300,	 Loss: 0.37634,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:07:33 - INFO - Epoch: 128,	 Iter: 400,	 Loss: 0.34614,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:07:47 - INFO - Epoch: 129,	 Iter: 0,	 Loss: 0.32569,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:07:57 - INFO - Epoch: 129,	 Iter: 100,	 Loss: 0.33165,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:08:07 - INFO - Epoch: 129,	 Iter: 200,	 Loss: 0.36951,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:08:18 - INFO - Epoch: 129,	 Iter: 300,	 Loss: 0.33561,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:08:28 - INFO - Epoch: 129,	 Iter: 400,	 Loss: 0.35254,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:08:42 - INFO - Epoch: 130,	 Iter: 0,	 Loss: 0.36919,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:08:52 - INFO - Epoch: 130,	 Iter: 100,	 Loss: 0.34514,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:09:02 - INFO - Epoch: 130,	 Iter: 200,	 Loss: 0.35055,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 22:09:12 - INFO - Epoch: 130,	 Iter: 300,	 Loss: 0.34714,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:09:23 - INFO - Epoch: 130,	 Iter: 400,	 Loss: 0.33584,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:09:36 - INFO - Epoch: 131,	 Iter: 0,	 Loss: 0.35351,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:09:47 - INFO - Epoch: 131,	 Iter: 100,	 Loss: 0.35345,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:09:57 - INFO - Epoch: 131,	 Iter: 200,	 Loss: 0.36002,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:10:07 - INFO - Epoch: 131,	 Iter: 300,	 Loss: 0.34986,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 22:10:18 - INFO - Epoch: 131,	 Iter: 400,	 Loss: 0.34998,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:10:31 - INFO - Epoch: 132,	 Iter: 0,	 Loss: 0.34395,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:10:42 - INFO - Epoch: 132,	 Iter: 100,	 Loss: 0.33958,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:10:52 - INFO - Epoch: 132,	 Iter: 200,	 Loss: 0.34404,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:11:02 - INFO - Epoch: 132,	 Iter: 300,	 Loss: 0.32662,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:11:12 - INFO - Epoch: 132,	 Iter: 400,	 Loss: 0.34202,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:11:26 - INFO - Epoch: 133,	 Iter: 0,	 Loss: 0.36212,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:11:37 - INFO - Epoch: 133,	 Iter: 100,	 Loss: 0.33600,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:11:47 - INFO - Epoch: 133,	 Iter: 200,	 Loss: 0.35074,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:11:57 - INFO - Epoch: 133,	 Iter: 300,	 Loss: 0.34894,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:12:07 - INFO - Epoch: 133,	 Iter: 400,	 Loss: 0.33025,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:12:21 - INFO - Epoch: 134,	 Iter: 0,	 Loss: 0.35445,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:12:32 - INFO - Epoch: 134,	 Iter: 100,	 Loss: 0.33733,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:12:42 - INFO - Epoch: 134,	 Iter: 200,	 Loss: 0.33442,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:12:52 - INFO - Epoch: 134,	 Iter: 300,	 Loss: 0.32972,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 22:13:02 - INFO - Epoch: 134,	 Iter: 400,	 Loss: 0.32232,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:13:16 - INFO - Epoch: 135,	 Iter: 0,	 Loss: 0.32336,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:13:27 - INFO - Epoch: 135,	 Iter: 100,	 Loss: 0.32865,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:13:37 - INFO - Epoch: 135,	 Iter: 200,	 Loss: 0.32994,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:13:47 - INFO - Epoch: 135,	 Iter: 300,	 Loss: 0.33420,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:13:57 - INFO - Epoch: 135,	 Iter: 400,	 Loss: 0.34143,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:14:11 - INFO - Epoch: 136,	 Iter: 0,	 Loss: 0.32726,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:14:21 - INFO - Epoch: 136,	 Iter: 100,	 Loss: 0.36891,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:14:32 - INFO - Epoch: 136,	 Iter: 200,	 Loss: 0.33656,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:14:42 - INFO - Epoch: 136,	 Iter: 300,	 Loss: 0.33681,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:14:52 - INFO - Epoch: 136,	 Iter: 400,	 Loss: 0.34614,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:15:06 - INFO - Epoch: 137,	 Iter: 0,	 Loss: 0.35056,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:15:16 - INFO - Epoch: 137,	 Iter: 100,	 Loss: 0.34048,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:15:27 - INFO - Epoch: 137,	 Iter: 200,	 Loss: 0.34329,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:15:37 - INFO - Epoch: 137,	 Iter: 300,	 Loss: 0.32607,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:15:47 - INFO - Epoch: 137,	 Iter: 400,	 Loss: 0.36171,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:16:01 - INFO - Epoch: 138,	 Iter: 0,	 Loss: 0.34565,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:16:11 - INFO - Epoch: 138,	 Iter: 100,	 Loss: 0.33283,	 Val-Acc1: 98.47 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:16:21 - INFO - Epoch: 138,	 Iter: 200,	 Loss: 0.36839,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:16:32 - INFO - Epoch: 138,	 Iter: 300,	 Loss: 0.33549,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:16:42 - INFO - Epoch: 138,	 Iter: 400,	 Loss: 0.35602,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:16:56 - INFO - Epoch: 139,	 Iter: 0,	 Loss: 0.34601,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:17:06 - INFO - Epoch: 139,	 Iter: 100,	 Loss: 0.34553,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:17:16 - INFO - Epoch: 139,	 Iter: 200,	 Loss: 0.35326,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:17:27 - INFO - Epoch: 139,	 Iter: 300,	 Loss: 0.38559,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:17:37 - INFO - Epoch: 139,	 Iter: 400,	 Loss: 0.36358,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:17:51 - INFO - Epoch: 140,	 Iter: 0,	 Loss: 0.35609,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:17:51 - INFO - lr: 2.0480000000000016e-11
2021-01-24 22:18:01 - INFO - Epoch: 140,	 Iter: 100,	 Loss: 0.38056,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:18:11 - INFO - Epoch: 140,	 Iter: 200,	 Loss: 0.33700,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 22:18:22 - INFO - Epoch: 140,	 Iter: 300,	 Loss: 0.32588,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:18:32 - INFO - Epoch: 140,	 Iter: 400,	 Loss: 0.36511,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:18:46 - INFO - Epoch: 141,	 Iter: 0,	 Loss: 0.33015,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:18:56 - INFO - Epoch: 141,	 Iter: 100,	 Loss: 0.38470,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:19:07 - INFO - Epoch: 141,	 Iter: 200,	 Loss: 0.35771,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:19:17 - INFO - Epoch: 141,	 Iter: 300,	 Loss: 0.40013,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:19:28 - INFO - Epoch: 141,	 Iter: 400,	 Loss: 0.32480,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:19:42 - INFO - Epoch: 142,	 Iter: 0,	 Loss: 0.38721,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:19:53 - INFO - Epoch: 142,	 Iter: 100,	 Loss: 0.33040,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:20:03 - INFO - Epoch: 142,	 Iter: 200,	 Loss: 0.34268,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:20:13 - INFO - Epoch: 142,	 Iter: 300,	 Loss: 0.30151,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:20:24 - INFO - Epoch: 142,	 Iter: 400,	 Loss: 0.36634,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:20:37 - INFO - Epoch: 143,	 Iter: 0,	 Loss: 0.33440,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:20:48 - INFO - Epoch: 143,	 Iter: 100,	 Loss: 0.38701,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:20:58 - INFO - Epoch: 143,	 Iter: 200,	 Loss: 0.32331,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:21:08 - INFO - Epoch: 143,	 Iter: 300,	 Loss: 0.33776,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:21:19 - INFO - Epoch: 143,	 Iter: 400,	 Loss: 0.32768,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:21:33 - INFO - Epoch: 144,	 Iter: 0,	 Loss: 0.35494,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:21:43 - INFO - Epoch: 144,	 Iter: 100,	 Loss: 0.37565,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:21:53 - INFO - Epoch: 144,	 Iter: 200,	 Loss: 0.34904,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:22:04 - INFO - Epoch: 144,	 Iter: 300,	 Loss: 0.34851,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:22:14 - INFO - Epoch: 144,	 Iter: 400,	 Loss: 0.33070,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:22:28 - INFO - Epoch: 145,	 Iter: 0,	 Loss: 0.32204,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:22:38 - INFO - Epoch: 145,	 Iter: 100,	 Loss: 0.35358,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:22:48 - INFO - Epoch: 145,	 Iter: 200,	 Loss: 0.35575,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:22:59 - INFO - Epoch: 145,	 Iter: 300,	 Loss: 0.33825,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:23:09 - INFO - Epoch: 145,	 Iter: 400,	 Loss: 0.32883,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:23:22 - INFO - Epoch: 146,	 Iter: 0,	 Loss: 0.41279,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:23:33 - INFO - Epoch: 146,	 Iter: 100,	 Loss: 0.32400,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:23:43 - INFO - Epoch: 146,	 Iter: 200,	 Loss: 0.32932,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:23:53 - INFO - Epoch: 146,	 Iter: 300,	 Loss: 0.34082,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:24:04 - INFO - Epoch: 146,	 Iter: 400,	 Loss: 0.34976,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:24:17 - INFO - Epoch: 147,	 Iter: 0,	 Loss: 0.33905,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:24:28 - INFO - Epoch: 147,	 Iter: 100,	 Loss: 0.37692,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:24:38 - INFO - Epoch: 147,	 Iter: 200,	 Loss: 0.38379,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:24:48 - INFO - Epoch: 147,	 Iter: 300,	 Loss: 0.33682,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:24:59 - INFO - Epoch: 147,	 Iter: 400,	 Loss: 0.37650,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:25:12 - INFO - Epoch: 148,	 Iter: 0,	 Loss: 0.36680,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:25:23 - INFO - Epoch: 148,	 Iter: 100,	 Loss: 0.32946,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:25:33 - INFO - Epoch: 148,	 Iter: 200,	 Loss: 0.32357,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:25:43 - INFO - Epoch: 148,	 Iter: 300,	 Loss: 0.37554,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:25:53 - INFO - Epoch: 148,	 Iter: 400,	 Loss: 0.33110,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:26:07 - INFO - Epoch: 149,	 Iter: 0,	 Loss: 0.32818,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:26:17 - INFO - Epoch: 149,	 Iter: 100,	 Loss: 0.36026,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:26:28 - INFO - Epoch: 149,	 Iter: 200,	 Loss: 0.33099,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:26:38 - INFO - Epoch: 149,	 Iter: 300,	 Loss: 0.36601,	 Val-Acc1: 98.46 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 22:26:48 - INFO - Epoch: 149,	 Iter: 400,	 Loss: 0.33706,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:27:02 - INFO - Epoch: 150,	 Iter: 0,	 Loss: 0.36613,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:27:12 - INFO - Epoch: 150,	 Iter: 100,	 Loss: 0.35031,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:27:22 - INFO - Epoch: 150,	 Iter: 200,	 Loss: 0.41297,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:27:33 - INFO - Epoch: 150,	 Iter: 300,	 Loss: 0.35276,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:27:43 - INFO - Epoch: 150,	 Iter: 400,	 Loss: 0.32751,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:27:57 - INFO - Epoch: 151,	 Iter: 0,	 Loss: 0.33655,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:28:07 - INFO - Epoch: 151,	 Iter: 100,	 Loss: 0.40034,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:28:17 - INFO - Epoch: 151,	 Iter: 200,	 Loss: 0.34649,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 22:28:28 - INFO - Epoch: 151,	 Iter: 300,	 Loss: 0.37355,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:28:38 - INFO - Epoch: 151,	 Iter: 400,	 Loss: 0.32467,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:28:52 - INFO - Epoch: 152,	 Iter: 0,	 Loss: 0.36787,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:29:02 - INFO - Epoch: 152,	 Iter: 100,	 Loss: 0.33265,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:29:12 - INFO - Epoch: 152,	 Iter: 200,	 Loss: 0.35769,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:29:22 - INFO - Epoch: 152,	 Iter: 300,	 Loss: 0.32055,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:29:33 - INFO - Epoch: 152,	 Iter: 400,	 Loss: 0.34576,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:29:46 - INFO - Epoch: 153,	 Iter: 0,	 Loss: 0.35695,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:29:57 - INFO - Epoch: 153,	 Iter: 100,	 Loss: 0.32248,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:30:07 - INFO - Epoch: 153,	 Iter: 200,	 Loss: 0.33532,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:30:17 - INFO - Epoch: 153,	 Iter: 300,	 Loss: 0.35023,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:30:27 - INFO - Epoch: 153,	 Iter: 400,	 Loss: 0.31920,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:30:41 - INFO - Epoch: 154,	 Iter: 0,	 Loss: 0.33769,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:30:41 - INFO - lr: 4.0960000000000035e-12
2021-01-24 22:30:51 - INFO - Epoch: 154,	 Iter: 100,	 Loss: 0.33749,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:31:02 - INFO - Epoch: 154,	 Iter: 200,	 Loss: 0.36031,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:31:12 - INFO - Epoch: 154,	 Iter: 300,	 Loss: 0.32116,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:31:22 - INFO - Epoch: 154,	 Iter: 400,	 Loss: 0.36158,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:31:36 - INFO - Epoch: 155,	 Iter: 0,	 Loss: 0.35247,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:31:46 - INFO - Epoch: 155,	 Iter: 100,	 Loss: 0.35238,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:31:57 - INFO - Epoch: 155,	 Iter: 200,	 Loss: 0.34072,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:32:07 - INFO - Epoch: 155,	 Iter: 300,	 Loss: 0.33307,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:32:17 - INFO - Epoch: 155,	 Iter: 400,	 Loss: 0.32960,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:32:31 - INFO - Epoch: 156,	 Iter: 0,	 Loss: 0.39116,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:32:41 - INFO - Epoch: 156,	 Iter: 100,	 Loss: 0.34091,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:32:52 - INFO - Epoch: 156,	 Iter: 200,	 Loss: 0.35316,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:33:02 - INFO - Epoch: 156,	 Iter: 300,	 Loss: 0.35637,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:33:12 - INFO - Epoch: 156,	 Iter: 400,	 Loss: 0.33104,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:33:26 - INFO - Epoch: 157,	 Iter: 0,	 Loss: 0.35523,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:33:36 - INFO - Epoch: 157,	 Iter: 100,	 Loss: 0.34600,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:33:46 - INFO - Epoch: 157,	 Iter: 200,	 Loss: 0.37454,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:33:57 - INFO - Epoch: 157,	 Iter: 300,	 Loss: 0.35706,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:34:07 - INFO - Epoch: 157,	 Iter: 400,	 Loss: 0.35518,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:34:21 - INFO - Epoch: 158,	 Iter: 0,	 Loss: 0.35295,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:34:31 - INFO - Epoch: 158,	 Iter: 100,	 Loss: 0.36203,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:34:41 - INFO - Epoch: 158,	 Iter: 200,	 Loss: 0.38750,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 22:34:52 - INFO - Epoch: 158,	 Iter: 300,	 Loss: 0.36505,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:35:02 - INFO - Epoch: 158,	 Iter: 400,	 Loss: 0.32644,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:35:16 - INFO - Epoch: 159,	 Iter: 0,	 Loss: 0.35558,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:35:26 - INFO - Epoch: 159,	 Iter: 100,	 Loss: 0.33991,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:35:36 - INFO - Epoch: 159,	 Iter: 200,	 Loss: 0.36443,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:35:46 - INFO - Epoch: 159,	 Iter: 300,	 Loss: 0.35303,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:35:57 - INFO - Epoch: 159,	 Iter: 400,	 Loss: 0.32444,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:36:10 - INFO - Epoch: 160,	 Iter: 0,	 Loss: 0.34174,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:36:21 - INFO - Epoch: 160,	 Iter: 100,	 Loss: 0.34530,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:36:31 - INFO - Epoch: 160,	 Iter: 200,	 Loss: 0.32587,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:36:41 - INFO - Epoch: 160,	 Iter: 300,	 Loss: 0.33363,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:36:52 - INFO - Epoch: 160,	 Iter: 400,	 Loss: 0.36393,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:37:05 - INFO - Epoch: 161,	 Iter: 0,	 Loss: 0.33899,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:37:16 - INFO - Epoch: 161,	 Iter: 100,	 Loss: 0.35270,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:37:26 - INFO - Epoch: 161,	 Iter: 200,	 Loss: 0.35543,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 22:37:36 - INFO - Epoch: 161,	 Iter: 300,	 Loss: 0.33218,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:37:46 - INFO - Epoch: 161,	 Iter: 400,	 Loss: 0.41780,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:38:00 - INFO - Epoch: 162,	 Iter: 0,	 Loss: 0.34667,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:38:10 - INFO - Epoch: 162,	 Iter: 100,	 Loss: 0.33754,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:38:21 - INFO - Epoch: 162,	 Iter: 200,	 Loss: 0.35678,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:38:31 - INFO - Epoch: 162,	 Iter: 300,	 Loss: 0.38641,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:38:41 - INFO - Epoch: 162,	 Iter: 400,	 Loss: 0.32854,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:38:55 - INFO - Epoch: 163,	 Iter: 0,	 Loss: 0.36212,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:39:05 - INFO - Epoch: 163,	 Iter: 100,	 Loss: 0.33596,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:39:16 - INFO - Epoch: 163,	 Iter: 200,	 Loss: 0.35362,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:39:26 - INFO - Epoch: 163,	 Iter: 300,	 Loss: 0.32123,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:39:36 - INFO - Epoch: 163,	 Iter: 400,	 Loss: 0.38343,	 Val-Acc1: 98.69 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:39:50 - INFO - Epoch: 164,	 Iter: 0,	 Loss: 0.36567,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:40:00 - INFO - Epoch: 164,	 Iter: 100,	 Loss: 0.42044,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:40:11 - INFO - Epoch: 164,	 Iter: 200,	 Loss: 0.32526,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:40:21 - INFO - Epoch: 164,	 Iter: 300,	 Loss: 0.34904,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:40:31 - INFO - Epoch: 164,	 Iter: 400,	 Loss: 0.34760,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:40:45 - INFO - Epoch: 165,	 Iter: 0,	 Loss: 0.35507,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:40:55 - INFO - Epoch: 165,	 Iter: 100,	 Loss: 0.35975,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:41:06 - INFO - Epoch: 165,	 Iter: 200,	 Loss: 0.36169,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:41:16 - INFO - Epoch: 165,	 Iter: 300,	 Loss: 0.37932,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:41:26 - INFO - Epoch: 165,	 Iter: 400,	 Loss: 0.38489,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:41:40 - INFO - Epoch: 166,	 Iter: 0,	 Loss: 0.35398,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:41:50 - INFO - Epoch: 166,	 Iter: 100,	 Loss: 0.32691,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:42:00 - INFO - Epoch: 166,	 Iter: 200,	 Loss: 0.34927,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:42:11 - INFO - Epoch: 166,	 Iter: 300,	 Loss: 0.35521,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:42:21 - INFO - Epoch: 166,	 Iter: 400,	 Loss: 0.31251,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:42:35 - INFO - Epoch: 167,	 Iter: 0,	 Loss: 0.34713,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:42:45 - INFO - Epoch: 167,	 Iter: 100,	 Loss: 0.34693,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:42:55 - INFO - Epoch: 167,	 Iter: 200,	 Loss: 0.33179,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:43:06 - INFO - Epoch: 167,	 Iter: 300,	 Loss: 0.31967,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:43:16 - INFO - Epoch: 167,	 Iter: 400,	 Loss: 0.32201,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:43:30 - INFO - Epoch: 168,	 Iter: 0,	 Loss: 0.34574,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:43:30 - INFO - lr: 8.192000000000008e-13
2021-01-24 22:43:40 - INFO - Epoch: 168,	 Iter: 100,	 Loss: 0.37592,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:43:50 - INFO - Epoch: 168,	 Iter: 200,	 Loss: 0.33398,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:44:01 - INFO - Epoch: 168,	 Iter: 300,	 Loss: 0.36305,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:44:11 - INFO - Epoch: 168,	 Iter: 400,	 Loss: 0.35964,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:44:25 - INFO - Epoch: 169,	 Iter: 0,	 Loss: 0.37170,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:44:35 - INFO - Epoch: 169,	 Iter: 100,	 Loss: 0.36136,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:44:45 - INFO - Epoch: 169,	 Iter: 200,	 Loss: 0.37830,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:44:56 - INFO - Epoch: 169,	 Iter: 300,	 Loss: 0.32726,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:45:06 - INFO - Epoch: 169,	 Iter: 400,	 Loss: 0.36380,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:45:20 - INFO - Epoch: 170,	 Iter: 0,	 Loss: 0.37066,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:45:30 - INFO - Epoch: 170,	 Iter: 100,	 Loss: 0.32999,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:45:40 - INFO - Epoch: 170,	 Iter: 200,	 Loss: 0.33950,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:45:50 - INFO - Epoch: 170,	 Iter: 300,	 Loss: 0.31299,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:46:01 - INFO - Epoch: 170,	 Iter: 400,	 Loss: 0.34264,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:46:14 - INFO - Epoch: 171,	 Iter: 0,	 Loss: 0.34741,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:46:25 - INFO - Epoch: 171,	 Iter: 100,	 Loss: 0.34258,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:46:35 - INFO - Epoch: 171,	 Iter: 200,	 Loss: 0.34382,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:46:45 - INFO - Epoch: 171,	 Iter: 300,	 Loss: 0.33213,	 Val-Acc1: 98.47 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:46:56 - INFO - Epoch: 171,	 Iter: 400,	 Loss: 0.36943,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:47:09 - INFO - Epoch: 172,	 Iter: 0,	 Loss: 0.39033,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:47:20 - INFO - Epoch: 172,	 Iter: 100,	 Loss: 0.33485,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:47:30 - INFO - Epoch: 172,	 Iter: 200,	 Loss: 0.33135,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:47:40 - INFO - Epoch: 172,	 Iter: 300,	 Loss: 0.37257,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:47:51 - INFO - Epoch: 172,	 Iter: 400,	 Loss: 0.36561,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:48:05 - INFO - Epoch: 173,	 Iter: 0,	 Loss: 0.36241,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:48:15 - INFO - Epoch: 173,	 Iter: 100,	 Loss: 0.35230,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:48:25 - INFO - Epoch: 173,	 Iter: 200,	 Loss: 0.35763,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:48:36 - INFO - Epoch: 173,	 Iter: 300,	 Loss: 0.34784,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:48:46 - INFO - Epoch: 173,	 Iter: 400,	 Loss: 0.32495,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:49:00 - INFO - Epoch: 174,	 Iter: 0,	 Loss: 0.32048,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:49:10 - INFO - Epoch: 174,	 Iter: 100,	 Loss: 0.35067,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:49:20 - INFO - Epoch: 174,	 Iter: 200,	 Loss: 0.34755,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:49:31 - INFO - Epoch: 174,	 Iter: 300,	 Loss: 0.33040,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:49:41 - INFO - Epoch: 174,	 Iter: 400,	 Loss: 0.33829,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:49:55 - INFO - Epoch: 175,	 Iter: 0,	 Loss: 0.34449,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:50:05 - INFO - Epoch: 175,	 Iter: 100,	 Loss: 0.36975,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:50:15 - INFO - Epoch: 175,	 Iter: 200,	 Loss: 0.34477,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:50:26 - INFO - Epoch: 175,	 Iter: 300,	 Loss: 0.35318,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:50:36 - INFO - Epoch: 175,	 Iter: 400,	 Loss: 0.36157,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:50:50 - INFO - Epoch: 176,	 Iter: 0,	 Loss: 0.33834,	 Val-Acc1: 98.45 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:51:00 - INFO - Epoch: 176,	 Iter: 100,	 Loss: 0.36483,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:51:10 - INFO - Epoch: 176,	 Iter: 200,	 Loss: 0.37391,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:51:21 - INFO - Epoch: 176,	 Iter: 300,	 Loss: 0.34930,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:51:31 - INFO - Epoch: 176,	 Iter: 400,	 Loss: 0.34595,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:51:45 - INFO - Epoch: 177,	 Iter: 0,	 Loss: 0.36984,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:51:55 - INFO - Epoch: 177,	 Iter: 100,	 Loss: 0.33560,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:52:05 - INFO - Epoch: 177,	 Iter: 200,	 Loss: 0.32969,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:52:16 - INFO - Epoch: 177,	 Iter: 300,	 Loss: 0.30576,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:52:26 - INFO - Epoch: 177,	 Iter: 400,	 Loss: 0.32273,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:52:40 - INFO - Epoch: 178,	 Iter: 0,	 Loss: 0.39540,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:52:50 - INFO - Epoch: 178,	 Iter: 100,	 Loss: 0.41151,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:53:00 - INFO - Epoch: 178,	 Iter: 200,	 Loss: 0.34749,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:53:10 - INFO - Epoch: 178,	 Iter: 300,	 Loss: 0.34254,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:53:21 - INFO - Epoch: 178,	 Iter: 400,	 Loss: 0.31944,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:53:34 - INFO - Epoch: 179,	 Iter: 0,	 Loss: 0.37361,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:53:45 - INFO - Epoch: 179,	 Iter: 100,	 Loss: 0.34907,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:53:55 - INFO - Epoch: 179,	 Iter: 200,	 Loss: 0.34631,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:54:05 - INFO - Epoch: 179,	 Iter: 300,	 Loss: 0.35208,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:54:16 - INFO - Epoch: 179,	 Iter: 400,	 Loss: 0.34731,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:54:29 - INFO - Epoch: 180,	 Iter: 0,	 Loss: 0.39865,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:54:40 - INFO - Epoch: 180,	 Iter: 100,	 Loss: 0.35383,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:54:50 - INFO - Epoch: 180,	 Iter: 200,	 Loss: 0.35152,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:55:00 - INFO - Epoch: 180,	 Iter: 300,	 Loss: 0.37901,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 22:55:11 - INFO - Epoch: 180,	 Iter: 400,	 Loss: 0.33431,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:55:24 - INFO - Epoch: 181,	 Iter: 0,	 Loss: 0.36932,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:55:35 - INFO - Epoch: 181,	 Iter: 100,	 Loss: 0.34936,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:55:45 - INFO - Epoch: 181,	 Iter: 200,	 Loss: 0.32441,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:55:55 - INFO - Epoch: 181,	 Iter: 300,	 Loss: 0.35070,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:56:06 - INFO - Epoch: 181,	 Iter: 400,	 Loss: 0.33741,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:56:19 - INFO - Epoch: 182,	 Iter: 0,	 Loss: 0.33758,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:56:19 - INFO - lr: 1.6384000000000016e-13
2021-01-24 22:56:30 - INFO - Epoch: 182,	 Iter: 100,	 Loss: 0.33497,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:56:40 - INFO - Epoch: 182,	 Iter: 200,	 Loss: 0.32192,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:56:50 - INFO - Epoch: 182,	 Iter: 300,	 Loss: 0.38401,	 Val-Acc1: 98.46 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:57:00 - INFO - Epoch: 182,	 Iter: 400,	 Loss: 0.34339,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:57:14 - INFO - Epoch: 183,	 Iter: 0,	 Loss: 0.33814,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:57:25 - INFO - Epoch: 183,	 Iter: 100,	 Loss: 0.34363,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:57:35 - INFO - Epoch: 183,	 Iter: 200,	 Loss: 0.36011,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:57:45 - INFO - Epoch: 183,	 Iter: 300,	 Loss: 0.33301,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:57:55 - INFO - Epoch: 183,	 Iter: 400,	 Loss: 0.36327,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:58:09 - INFO - Epoch: 184,	 Iter: 0,	 Loss: 0.33219,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:58:19 - INFO - Epoch: 184,	 Iter: 100,	 Loss: 0.31561,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:58:30 - INFO - Epoch: 184,	 Iter: 200,	 Loss: 0.31006,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 22:58:40 - INFO - Epoch: 184,	 Iter: 300,	 Loss: 0.32310,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:58:51 - INFO - Epoch: 184,	 Iter: 400,	 Loss: 0.35824,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:59:04 - INFO - Epoch: 185,	 Iter: 0,	 Loss: 0.36381,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:59:14 - INFO - Epoch: 185,	 Iter: 100,	 Loss: 0.38575,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:59:25 - INFO - Epoch: 185,	 Iter: 200,	 Loss: 0.32932,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:59:35 - INFO - Epoch: 185,	 Iter: 300,	 Loss: 0.39069,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:59:45 - INFO - Epoch: 185,	 Iter: 400,	 Loss: 0.32208,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 22:59:59 - INFO - Epoch: 186,	 Iter: 0,	 Loss: 0.34910,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:00:09 - INFO - Epoch: 186,	 Iter: 100,	 Loss: 0.35094,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:00:20 - INFO - Epoch: 186,	 Iter: 200,	 Loss: 0.31422,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:00:30 - INFO - Epoch: 186,	 Iter: 300,	 Loss: 0.33403,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:00:40 - INFO - Epoch: 186,	 Iter: 400,	 Loss: 0.39599,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:00:54 - INFO - Epoch: 187,	 Iter: 0,	 Loss: 0.35529,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:01:04 - INFO - Epoch: 187,	 Iter: 100,	 Loss: 0.33853,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:01:15 - INFO - Epoch: 187,	 Iter: 200,	 Loss: 0.32516,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:01:25 - INFO - Epoch: 187,	 Iter: 300,	 Loss: 0.33682,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:01:35 - INFO - Epoch: 187,	 Iter: 400,	 Loss: 0.35947,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-24 23:01:49 - INFO - Epoch: 188,	 Iter: 0,	 Loss: 0.34596,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:01:59 - INFO - Epoch: 188,	 Iter: 100,	 Loss: 0.37212,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:02:10 - INFO - Epoch: 188,	 Iter: 200,	 Loss: 0.35938,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:02:20 - INFO - Epoch: 188,	 Iter: 300,	 Loss: 0.32953,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:02:30 - INFO - Epoch: 188,	 Iter: 400,	 Loss: 0.34905,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:02:44 - INFO - Epoch: 189,	 Iter: 0,	 Loss: 0.33427,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:02:54 - INFO - Epoch: 189,	 Iter: 100,	 Loss: 0.34771,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:03:05 - INFO - Epoch: 189,	 Iter: 200,	 Loss: 0.32216,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:03:15 - INFO - Epoch: 189,	 Iter: 300,	 Loss: 0.32877,	 Val-Acc1: 98.69 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:03:25 - INFO - Epoch: 189,	 Iter: 400,	 Loss: 0.40222,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:03:39 - INFO - Epoch: 190,	 Iter: 0,	 Loss: 0.33076,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:03:49 - INFO - Epoch: 190,	 Iter: 100,	 Loss: 0.32794,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:04:00 - INFO - Epoch: 190,	 Iter: 200,	 Loss: 0.32597,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:04:10 - INFO - Epoch: 190,	 Iter: 300,	 Loss: 0.33855,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:04:20 - INFO - Epoch: 190,	 Iter: 400,	 Loss: 0.31900,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:04:34 - INFO - Epoch: 191,	 Iter: 0,	 Loss: 0.35369,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:04:44 - INFO - Epoch: 191,	 Iter: 100,	 Loss: 0.35434,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:04:55 - INFO - Epoch: 191,	 Iter: 200,	 Loss: 0.34099,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:05:05 - INFO - Epoch: 191,	 Iter: 300,	 Loss: 0.31564,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:05:15 - INFO - Epoch: 191,	 Iter: 400,	 Loss: 0.34244,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:05:29 - INFO - Epoch: 192,	 Iter: 0,	 Loss: 0.33704,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:05:39 - INFO - Epoch: 192,	 Iter: 100,	 Loss: 0.33833,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:05:49 - INFO - Epoch: 192,	 Iter: 200,	 Loss: 0.32450,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:06:00 - INFO - Epoch: 192,	 Iter: 300,	 Loss: 0.34690,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:06:10 - INFO - Epoch: 192,	 Iter: 400,	 Loss: 0.36535,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:06:24 - INFO - Epoch: 193,	 Iter: 0,	 Loss: 0.36009,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:06:34 - INFO - Epoch: 193,	 Iter: 100,	 Loss: 0.37585,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:06:44 - INFO - Epoch: 193,	 Iter: 200,	 Loss: 0.32458,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:06:55 - INFO - Epoch: 193,	 Iter: 300,	 Loss: 0.35686,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:07:05 - INFO - Epoch: 193,	 Iter: 400,	 Loss: 0.32317,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:07:19 - INFO - Epoch: 194,	 Iter: 0,	 Loss: 0.32872,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:07:29 - INFO - Epoch: 194,	 Iter: 100,	 Loss: 0.31416,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:07:39 - INFO - Epoch: 194,	 Iter: 200,	 Loss: 0.36273,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:07:50 - INFO - Epoch: 194,	 Iter: 300,	 Loss: 0.33471,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:08:00 - INFO - Epoch: 194,	 Iter: 400,	 Loss: 0.36003,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:08:14 - INFO - Epoch: 195,	 Iter: 0,	 Loss: 0.35292,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:08:24 - INFO - Epoch: 195,	 Iter: 100,	 Loss: 0.34791,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:08:34 - INFO - Epoch: 195,	 Iter: 200,	 Loss: 0.36252,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:08:44 - INFO - Epoch: 195,	 Iter: 300,	 Loss: 0.34070,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:08:55 - INFO - Epoch: 195,	 Iter: 400,	 Loss: 0.31824,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:09:08 - INFO - Epoch: 196,	 Iter: 0,	 Loss: 0.36173,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:09:08 - INFO - lr: 3.2768000000000034e-14
2021-01-24 23:09:19 - INFO - Epoch: 196,	 Iter: 100,	 Loss: 0.33936,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:09:29 - INFO - Epoch: 196,	 Iter: 200,	 Loss: 0.38025,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:09:39 - INFO - Epoch: 196,	 Iter: 300,	 Loss: 0.34139,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:09:50 - INFO - Epoch: 196,	 Iter: 400,	 Loss: 0.33669,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:10:03 - INFO - Epoch: 197,	 Iter: 0,	 Loss: 0.33842,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:10:14 - INFO - Epoch: 197,	 Iter: 100,	 Loss: 0.32699,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:10:24 - INFO - Epoch: 197,	 Iter: 200,	 Loss: 0.31731,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:10:34 - INFO - Epoch: 197,	 Iter: 300,	 Loss: 0.37785,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:10:45 - INFO - Epoch: 197,	 Iter: 400,	 Loss: 0.34871,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:10:58 - INFO - Epoch: 198,	 Iter: 0,	 Loss: 0.32713,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:11:09 - INFO - Epoch: 198,	 Iter: 100,	 Loss: 0.31941,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:11:19 - INFO - Epoch: 198,	 Iter: 200,	 Loss: 0.34292,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:11:29 - INFO - Epoch: 198,	 Iter: 300,	 Loss: 0.38108,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:11:40 - INFO - Epoch: 198,	 Iter: 400,	 Loss: 0.40754,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:11:53 - INFO - Epoch: 199,	 Iter: 0,	 Loss: 0.33976,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:12:04 - INFO - Epoch: 199,	 Iter: 100,	 Loss: 0.33965,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:12:14 - INFO - Epoch: 199,	 Iter: 200,	 Loss: 0.33173,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:12:24 - INFO - Epoch: 199,	 Iter: 300,	 Loss: 0.36893,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:12:34 - INFO - Epoch: 199,	 Iter: 400,	 Loss: 0.34166,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:12:48 - INFO - Epoch: 200,	 Iter: 0,	 Loss: 0.31493,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:12:58 - INFO - Epoch: 200,	 Iter: 100,	 Loss: 0.37179,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:13:09 - INFO - Epoch: 200,	 Iter: 200,	 Loss: 0.35181,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:13:19 - INFO - Epoch: 200,	 Iter: 300,	 Loss: 0.33631,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:13:29 - INFO - Epoch: 200,	 Iter: 400,	 Loss: 0.32898,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:13:43 - INFO - Epoch: 201,	 Iter: 0,	 Loss: 0.33961,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:13:53 - INFO - Epoch: 201,	 Iter: 100,	 Loss: 0.32951,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:14:04 - INFO - Epoch: 201,	 Iter: 200,	 Loss: 0.34865,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:14:14 - INFO - Epoch: 201,	 Iter: 300,	 Loss: 0.34468,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:14:24 - INFO - Epoch: 201,	 Iter: 400,	 Loss: 0.36703,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:14:38 - INFO - Epoch: 202,	 Iter: 0,	 Loss: 0.35311,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:14:48 - INFO - Epoch: 202,	 Iter: 100,	 Loss: 0.38167,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:14:59 - INFO - Epoch: 202,	 Iter: 200,	 Loss: 0.35469,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:15:09 - INFO - Epoch: 202,	 Iter: 300,	 Loss: 0.34131,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:15:19 - INFO - Epoch: 202,	 Iter: 400,	 Loss: 0.37394,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:15:33 - INFO - Epoch: 203,	 Iter: 0,	 Loss: 0.33748,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:15:43 - INFO - Epoch: 203,	 Iter: 100,	 Loss: 0.37553,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:15:54 - INFO - Epoch: 203,	 Iter: 200,	 Loss: 0.34693,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:16:04 - INFO - Epoch: 203,	 Iter: 300,	 Loss: 0.33124,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:16:14 - INFO - Epoch: 203,	 Iter: 400,	 Loss: 0.35021,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:16:28 - INFO - Epoch: 204,	 Iter: 0,	 Loss: 0.35811,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:16:38 - INFO - Epoch: 204,	 Iter: 100,	 Loss: 0.35344,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:16:48 - INFO - Epoch: 204,	 Iter: 200,	 Loss: 0.34237,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:16:59 - INFO - Epoch: 204,	 Iter: 300,	 Loss: 0.33716,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:17:09 - INFO - Epoch: 204,	 Iter: 400,	 Loss: 0.31918,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:17:23 - INFO - Epoch: 205,	 Iter: 0,	 Loss: 0.34711,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:17:33 - INFO - Epoch: 205,	 Iter: 100,	 Loss: 0.37088,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:17:43 - INFO - Epoch: 205,	 Iter: 200,	 Loss: 0.32753,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:17:54 - INFO - Epoch: 205,	 Iter: 300,	 Loss: 0.31484,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:18:04 - INFO - Epoch: 205,	 Iter: 400,	 Loss: 0.36085,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:18:18 - INFO - Epoch: 206,	 Iter: 0,	 Loss: 0.34940,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:18:28 - INFO - Epoch: 206,	 Iter: 100,	 Loss: 0.31497,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:18:38 - INFO - Epoch: 206,	 Iter: 200,	 Loss: 0.36251,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:18:48 - INFO - Epoch: 206,	 Iter: 300,	 Loss: 0.37071,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:18:59 - INFO - Epoch: 206,	 Iter: 400,	 Loss: 0.32129,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:19:12 - INFO - Epoch: 207,	 Iter: 0,	 Loss: 0.36881,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:19:23 - INFO - Epoch: 207,	 Iter: 100,	 Loss: 0.34918,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:19:33 - INFO - Epoch: 207,	 Iter: 200,	 Loss: 0.33998,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:19:43 - INFO - Epoch: 207,	 Iter: 300,	 Loss: 0.31124,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:19:54 - INFO - Epoch: 207,	 Iter: 400,	 Loss: 0.33935,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:20:07 - INFO - Epoch: 208,	 Iter: 0,	 Loss: 0.34283,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:20:18 - INFO - Epoch: 208,	 Iter: 100,	 Loss: 0.32981,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:20:28 - INFO - Epoch: 208,	 Iter: 200,	 Loss: 0.35446,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:20:38 - INFO - Epoch: 208,	 Iter: 300,	 Loss: 0.35628,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:20:48 - INFO - Epoch: 208,	 Iter: 400,	 Loss: 0.35984,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:02 - INFO - Epoch: 209,	 Iter: 0,	 Loss: 0.34830,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:12 - INFO - Epoch: 209,	 Iter: 100,	 Loss: 0.36571,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:23 - INFO - Epoch: 209,	 Iter: 200,	 Loss: 0.33629,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:33 - INFO - Epoch: 209,	 Iter: 300,	 Loss: 0.35829,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:43 - INFO - Epoch: 209,	 Iter: 400,	 Loss: 0.37216,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:57 - INFO - Epoch: 210,	 Iter: 0,	 Loss: 0.38479,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:21:57 - INFO - lr: 6.553600000000007e-15
2021-01-24 23:22:07 - INFO - Epoch: 210,	 Iter: 100,	 Loss: 0.34392,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 23:22:18 - INFO - Epoch: 210,	 Iter: 200,	 Loss: 0.37068,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:22:28 - INFO - Epoch: 210,	 Iter: 300,	 Loss: 0.37308,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:22:38 - INFO - Epoch: 210,	 Iter: 400,	 Loss: 0.34412,	 Val-Acc1: 98.71 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:22:52 - INFO - Epoch: 211,	 Iter: 0,	 Loss: 0.36547,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:23:02 - INFO - Epoch: 211,	 Iter: 100,	 Loss: 0.36490,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:23:12 - INFO - Epoch: 211,	 Iter: 200,	 Loss: 0.34401,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:23:23 - INFO - Epoch: 211,	 Iter: 300,	 Loss: 0.35560,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:23:33 - INFO - Epoch: 211,	 Iter: 400,	 Loss: 0.34762,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:23:47 - INFO - Epoch: 212,	 Iter: 0,	 Loss: 0.32145,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:23:57 - INFO - Epoch: 212,	 Iter: 100,	 Loss: 0.32830,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:24:08 - INFO - Epoch: 212,	 Iter: 200,	 Loss: 0.34507,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 23:24:18 - INFO - Epoch: 212,	 Iter: 300,	 Loss: 0.35717,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:24:29 - INFO - Epoch: 212,	 Iter: 400,	 Loss: 0.33364,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:24:42 - INFO - Epoch: 213,	 Iter: 0,	 Loss: 0.35590,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:24:53 - INFO - Epoch: 213,	 Iter: 100,	 Loss: 0.31697,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:25:03 - INFO - Epoch: 213,	 Iter: 200,	 Loss: 0.35871,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:25:14 - INFO - Epoch: 213,	 Iter: 300,	 Loss: 0.32916,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:25:24 - INFO - Epoch: 213,	 Iter: 400,	 Loss: 0.34302,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:25:38 - INFO - Epoch: 214,	 Iter: 0,	 Loss: 0.33146,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:25:48 - INFO - Epoch: 214,	 Iter: 100,	 Loss: 0.34608,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:25:58 - INFO - Epoch: 214,	 Iter: 200,	 Loss: 0.34571,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:26:09 - INFO - Epoch: 214,	 Iter: 300,	 Loss: 0.36674,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:26:19 - INFO - Epoch: 214,	 Iter: 400,	 Loss: 0.37275,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:26:33 - INFO - Epoch: 215,	 Iter: 0,	 Loss: 0.34538,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:26:43 - INFO - Epoch: 215,	 Iter: 100,	 Loss: 0.34481,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:26:53 - INFO - Epoch: 215,	 Iter: 200,	 Loss: 0.31272,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:27:04 - INFO - Epoch: 215,	 Iter: 300,	 Loss: 0.32469,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:27:14 - INFO - Epoch: 215,	 Iter: 400,	 Loss: 0.33246,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:27:28 - INFO - Epoch: 216,	 Iter: 0,	 Loss: 0.35905,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:27:38 - INFO - Epoch: 216,	 Iter: 100,	 Loss: 0.34621,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:27:48 - INFO - Epoch: 216,	 Iter: 200,	 Loss: 0.36288,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:27:59 - INFO - Epoch: 216,	 Iter: 300,	 Loss: 0.33128,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:28:09 - INFO - Epoch: 216,	 Iter: 400,	 Loss: 0.32656,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:28:23 - INFO - Epoch: 217,	 Iter: 0,	 Loss: 0.31564,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:28:33 - INFO - Epoch: 217,	 Iter: 100,	 Loss: 0.36355,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:28:43 - INFO - Epoch: 217,	 Iter: 200,	 Loss: 0.38767,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:28:53 - INFO - Epoch: 217,	 Iter: 300,	 Loss: 0.37169,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:29:04 - INFO - Epoch: 217,	 Iter: 400,	 Loss: 0.34223,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:29:17 - INFO - Epoch: 218,	 Iter: 0,	 Loss: 0.32576,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:29:28 - INFO - Epoch: 218,	 Iter: 100,	 Loss: 0.40736,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:29:38 - INFO - Epoch: 218,	 Iter: 200,	 Loss: 0.33370,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:29:48 - INFO - Epoch: 218,	 Iter: 300,	 Loss: 0.36049,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:29:59 - INFO - Epoch: 218,	 Iter: 400,	 Loss: 0.33628,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:30:12 - INFO - Epoch: 219,	 Iter: 0,	 Loss: 0.33813,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:30:23 - INFO - Epoch: 219,	 Iter: 100,	 Loss: 0.32958,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:30:33 - INFO - Epoch: 219,	 Iter: 200,	 Loss: 0.34950,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:30:43 - INFO - Epoch: 219,	 Iter: 300,	 Loss: 0.33555,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:30:53 - INFO - Epoch: 219,	 Iter: 400,	 Loss: 0.34470,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:31:07 - INFO - Epoch: 220,	 Iter: 0,	 Loss: 0.36724,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:31:18 - INFO - Epoch: 220,	 Iter: 100,	 Loss: 0.34424,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:31:28 - INFO - Epoch: 220,	 Iter: 200,	 Loss: 0.36366,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:31:38 - INFO - Epoch: 220,	 Iter: 300,	 Loss: 0.39393,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:31:48 - INFO - Epoch: 220,	 Iter: 400,	 Loss: 0.31963,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:32:02 - INFO - Epoch: 221,	 Iter: 0,	 Loss: 0.32607,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:32:12 - INFO - Epoch: 221,	 Iter: 100,	 Loss: 0.31718,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:32:23 - INFO - Epoch: 221,	 Iter: 200,	 Loss: 0.34564,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:32:33 - INFO - Epoch: 221,	 Iter: 300,	 Loss: 0.33313,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:32:43 - INFO - Epoch: 221,	 Iter: 400,	 Loss: 0.41201,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:32:57 - INFO - Epoch: 222,	 Iter: 0,	 Loss: 0.34254,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:33:07 - INFO - Epoch: 222,	 Iter: 100,	 Loss: 0.35743,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:33:18 - INFO - Epoch: 222,	 Iter: 200,	 Loss: 0.32957,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:33:28 - INFO - Epoch: 222,	 Iter: 300,	 Loss: 0.31668,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:33:38 - INFO - Epoch: 222,	 Iter: 400,	 Loss: 0.39483,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:33:52 - INFO - Epoch: 223,	 Iter: 0,	 Loss: 0.35759,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:34:02 - INFO - Epoch: 223,	 Iter: 100,	 Loss: 0.36718,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:34:12 - INFO - Epoch: 223,	 Iter: 200,	 Loss: 0.33276,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:34:23 - INFO - Epoch: 223,	 Iter: 300,	 Loss: 0.39552,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:34:33 - INFO - Epoch: 223,	 Iter: 400,	 Loss: 0.32637,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:34:47 - INFO - Epoch: 224,	 Iter: 0,	 Loss: 0.33551,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:34:47 - INFO - lr: 1.3107200000000015e-15
2021-01-24 23:34:57 - INFO - Epoch: 224,	 Iter: 100,	 Loss: 0.35624,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:35:07 - INFO - Epoch: 224,	 Iter: 200,	 Loss: 0.39660,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:35:18 - INFO - Epoch: 224,	 Iter: 300,	 Loss: 0.35083,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:35:28 - INFO - Epoch: 224,	 Iter: 400,	 Loss: 0.35466,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:35:42 - INFO - Epoch: 225,	 Iter: 0,	 Loss: 0.34816,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:35:52 - INFO - Epoch: 225,	 Iter: 100,	 Loss: 0.34155,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:36:02 - INFO - Epoch: 225,	 Iter: 200,	 Loss: 0.35358,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:36:13 - INFO - Epoch: 225,	 Iter: 300,	 Loss: 0.33603,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:36:23 - INFO - Epoch: 225,	 Iter: 400,	 Loss: 0.35642,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:36:37 - INFO - Epoch: 226,	 Iter: 0,	 Loss: 0.35283,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:36:47 - INFO - Epoch: 226,	 Iter: 100,	 Loss: 0.33492,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:36:57 - INFO - Epoch: 226,	 Iter: 200,	 Loss: 0.35226,	 Val-Acc1: 98.45 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:37:08 - INFO - Epoch: 226,	 Iter: 300,	 Loss: 0.43772,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:37:18 - INFO - Epoch: 226,	 Iter: 400,	 Loss: 0.34357,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:37:32 - INFO - Epoch: 227,	 Iter: 0,	 Loss: 0.34674,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:37:42 - INFO - Epoch: 227,	 Iter: 100,	 Loss: 0.32325,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:37:52 - INFO - Epoch: 227,	 Iter: 200,	 Loss: 0.34807,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:38:02 - INFO - Epoch: 227,	 Iter: 300,	 Loss: 0.32544,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:38:13 - INFO - Epoch: 227,	 Iter: 400,	 Loss: 0.32636,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:38:26 - INFO - Epoch: 228,	 Iter: 0,	 Loss: 0.35741,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:38:37 - INFO - Epoch: 228,	 Iter: 100,	 Loss: 0.33005,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:38:47 - INFO - Epoch: 228,	 Iter: 200,	 Loss: 0.33596,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:38:57 - INFO - Epoch: 228,	 Iter: 300,	 Loss: 0.38478,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:39:08 - INFO - Epoch: 228,	 Iter: 400,	 Loss: 0.31320,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:39:21 - INFO - Epoch: 229,	 Iter: 0,	 Loss: 0.35468,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:39:32 - INFO - Epoch: 229,	 Iter: 100,	 Loss: 0.36287,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:39:42 - INFO - Epoch: 229,	 Iter: 200,	 Loss: 0.33110,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:39:52 - INFO - Epoch: 229,	 Iter: 300,	 Loss: 0.35116,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:40:02 - INFO - Epoch: 229,	 Iter: 400,	 Loss: 0.34584,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:40:16 - INFO - Epoch: 230,	 Iter: 0,	 Loss: 0.35557,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:40:26 - INFO - Epoch: 230,	 Iter: 100,	 Loss: 0.33576,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:40:37 - INFO - Epoch: 230,	 Iter: 200,	 Loss: 0.34070,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:40:47 - INFO - Epoch: 230,	 Iter: 300,	 Loss: 0.32783,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:40:57 - INFO - Epoch: 230,	 Iter: 400,	 Loss: 0.35629,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:41:11 - INFO - Epoch: 231,	 Iter: 0,	 Loss: 0.33827,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:41:21 - INFO - Epoch: 231,	 Iter: 100,	 Loss: 0.33251,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:41:32 - INFO - Epoch: 231,	 Iter: 200,	 Loss: 0.34662,	 Val-Acc1: 98.47 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:41:42 - INFO - Epoch: 231,	 Iter: 300,	 Loss: 0.32624,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:41:52 - INFO - Epoch: 231,	 Iter: 400,	 Loss: 0.33462,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:42:06 - INFO - Epoch: 232,	 Iter: 0,	 Loss: 0.32349,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:42:17 - INFO - Epoch: 232,	 Iter: 100,	 Loss: 0.31940,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:42:27 - INFO - Epoch: 232,	 Iter: 200,	 Loss: 0.37461,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:42:37 - INFO - Epoch: 232,	 Iter: 300,	 Loss: 0.32643,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:42:47 - INFO - Epoch: 232,	 Iter: 400,	 Loss: 0.36678,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:43:01 - INFO - Epoch: 233,	 Iter: 0,	 Loss: 0.37192,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:43:11 - INFO - Epoch: 233,	 Iter: 100,	 Loss: 0.33610,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:43:22 - INFO - Epoch: 233,	 Iter: 200,	 Loss: 0.35682,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:43:32 - INFO - Epoch: 233,	 Iter: 300,	 Loss: 0.37071,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:43:42 - INFO - Epoch: 233,	 Iter: 400,	 Loss: 0.35031,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:43:56 - INFO - Epoch: 234,	 Iter: 0,	 Loss: 0.32061,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:44:06 - INFO - Epoch: 234,	 Iter: 100,	 Loss: 0.35701,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:44:17 - INFO - Epoch: 234,	 Iter: 200,	 Loss: 0.33948,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:44:27 - INFO - Epoch: 234,	 Iter: 300,	 Loss: 0.33065,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:44:37 - INFO - Epoch: 234,	 Iter: 400,	 Loss: 0.36288,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:44:51 - INFO - Epoch: 235,	 Iter: 0,	 Loss: 0.34828,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:45:01 - INFO - Epoch: 235,	 Iter: 100,	 Loss: 0.35542,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:45:12 - INFO - Epoch: 235,	 Iter: 200,	 Loss: 0.35743,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:45:22 - INFO - Epoch: 235,	 Iter: 300,	 Loss: 0.35696,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:45:32 - INFO - Epoch: 235,	 Iter: 400,	 Loss: 0.33871,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:45:46 - INFO - Epoch: 236,	 Iter: 0,	 Loss: 0.32681,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:45:56 - INFO - Epoch: 236,	 Iter: 100,	 Loss: 0.37772,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:46:07 - INFO - Epoch: 236,	 Iter: 200,	 Loss: 0.37638,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:46:17 - INFO - Epoch: 236,	 Iter: 300,	 Loss: 0.32776,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:46:27 - INFO - Epoch: 236,	 Iter: 400,	 Loss: 0.35167,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:46:41 - INFO - Epoch: 237,	 Iter: 0,	 Loss: 0.32081,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:46:51 - INFO - Epoch: 237,	 Iter: 100,	 Loss: 0.33611,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:47:02 - INFO - Epoch: 237,	 Iter: 200,	 Loss: 0.39071,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:47:12 - INFO - Epoch: 237,	 Iter: 300,	 Loss: 0.33352,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:47:23 - INFO - Epoch: 237,	 Iter: 400,	 Loss: 0.33626,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:47:36 - INFO - Epoch: 238,	 Iter: 0,	 Loss: 0.35037,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:47:36 - INFO - lr: 2.621440000000003e-16
2021-01-24 23:47:47 - INFO - Epoch: 238,	 Iter: 100,	 Loss: 0.38656,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:47:57 - INFO - Epoch: 238,	 Iter: 200,	 Loss: 0.34178,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:48:07 - INFO - Epoch: 238,	 Iter: 300,	 Loss: 0.35151,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:48:18 - INFO - Epoch: 238,	 Iter: 400,	 Loss: 0.35845,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:48:31 - INFO - Epoch: 239,	 Iter: 0,	 Loss: 0.31164,	 Val-Acc1: 98.69 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:48:42 - INFO - Epoch: 239,	 Iter: 100,	 Loss: 0.32867,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:48:52 - INFO - Epoch: 239,	 Iter: 200,	 Loss: 0.34245,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:49:02 - INFO - Epoch: 239,	 Iter: 300,	 Loss: 0.32991,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:49:12 - INFO - Epoch: 239,	 Iter: 400,	 Loss: 0.41637,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:49:26 - INFO - Epoch: 240,	 Iter: 0,	 Loss: 0.37743,	 Val-Acc1: 98.44 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:49:37 - INFO - Epoch: 240,	 Iter: 100,	 Loss: 0.36532,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:49:47 - INFO - Epoch: 240,	 Iter: 200,	 Loss: 0.35627,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:49:57 - INFO - Epoch: 240,	 Iter: 300,	 Loss: 0.32299,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:50:07 - INFO - Epoch: 240,	 Iter: 400,	 Loss: 0.38480,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:50:21 - INFO - Epoch: 241,	 Iter: 0,	 Loss: 0.32554,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:50:32 - INFO - Epoch: 241,	 Iter: 100,	 Loss: 0.35372,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:50:42 - INFO - Epoch: 241,	 Iter: 200,	 Loss: 0.34008,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:50:52 - INFO - Epoch: 241,	 Iter: 300,	 Loss: 0.33405,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:51:03 - INFO - Epoch: 241,	 Iter: 400,	 Loss: 0.35321,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:51:16 - INFO - Epoch: 242,	 Iter: 0,	 Loss: 0.36407,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:51:27 - INFO - Epoch: 242,	 Iter: 100,	 Loss: 0.35833,	 Val-Acc1: 98.43 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:51:37 - INFO - Epoch: 242,	 Iter: 200,	 Loss: 0.37661,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:51:47 - INFO - Epoch: 242,	 Iter: 300,	 Loss: 0.39312,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:51:57 - INFO - Epoch: 242,	 Iter: 400,	 Loss: 0.34947,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:52:11 - INFO - Epoch: 243,	 Iter: 0,	 Loss: 0.31828,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:52:22 - INFO - Epoch: 243,	 Iter: 100,	 Loss: 0.34590,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:52:32 - INFO - Epoch: 243,	 Iter: 200,	 Loss: 0.33105,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:52:42 - INFO - Epoch: 243,	 Iter: 300,	 Loss: 0.33669,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:52:52 - INFO - Epoch: 243,	 Iter: 400,	 Loss: 0.35572,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:53:06 - INFO - Epoch: 244,	 Iter: 0,	 Loss: 0.35982,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:53:17 - INFO - Epoch: 244,	 Iter: 100,	 Loss: 0.33054,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:53:27 - INFO - Epoch: 244,	 Iter: 200,	 Loss: 0.38792,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:53:37 - INFO - Epoch: 244,	 Iter: 300,	 Loss: 0.35381,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:53:47 - INFO - Epoch: 244,	 Iter: 400,	 Loss: 0.33997,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:54:01 - INFO - Epoch: 245,	 Iter: 0,	 Loss: 0.35170,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-24 23:54:12 - INFO - Epoch: 245,	 Iter: 100,	 Loss: 0.37959,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:54:22 - INFO - Epoch: 245,	 Iter: 200,	 Loss: 0.34734,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:54:32 - INFO - Epoch: 245,	 Iter: 300,	 Loss: 0.34328,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:54:42 - INFO - Epoch: 245,	 Iter: 400,	 Loss: 0.35405,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:54:56 - INFO - Epoch: 246,	 Iter: 0,	 Loss: 0.34247,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:55:07 - INFO - Epoch: 246,	 Iter: 100,	 Loss: 0.34694,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:55:17 - INFO - Epoch: 246,	 Iter: 200,	 Loss: 0.33648,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:55:27 - INFO - Epoch: 246,	 Iter: 300,	 Loss: 0.36240,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:55:38 - INFO - Epoch: 246,	 Iter: 400,	 Loss: 0.32059,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:55:51 - INFO - Epoch: 247,	 Iter: 0,	 Loss: 0.33964,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:56:02 - INFO - Epoch: 247,	 Iter: 100,	 Loss: 0.33197,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:56:12 - INFO - Epoch: 247,	 Iter: 200,	 Loss: 0.37156,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:56:22 - INFO - Epoch: 247,	 Iter: 300,	 Loss: 0.33470,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:56:33 - INFO - Epoch: 247,	 Iter: 400,	 Loss: 0.33907,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:56:46 - INFO - Epoch: 248,	 Iter: 0,	 Loss: 0.35237,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:56:57 - INFO - Epoch: 248,	 Iter: 100,	 Loss: 0.35115,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:57:07 - INFO - Epoch: 248,	 Iter: 200,	 Loss: 0.35616,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:57:17 - INFO - Epoch: 248,	 Iter: 300,	 Loss: 0.33229,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:57:28 - INFO - Epoch: 248,	 Iter: 400,	 Loss: 0.36474,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:57:41 - INFO - Epoch: 249,	 Iter: 0,	 Loss: 0.32934,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:57:52 - INFO - Epoch: 249,	 Iter: 100,	 Loss: 0.34557,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:58:02 - INFO - Epoch: 249,	 Iter: 200,	 Loss: 0.35036,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:58:12 - INFO - Epoch: 249,	 Iter: 300,	 Loss: 0.34578,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:58:22 - INFO - Epoch: 249,	 Iter: 400,	 Loss: 0.32984,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:58:36 - INFO - Epoch: 250,	 Iter: 0,	 Loss: 0.33815,	 Val-Acc1: 98.45 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:58:47 - INFO - Epoch: 250,	 Iter: 100,	 Loss: 0.34191,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:58:57 - INFO - Epoch: 250,	 Iter: 200,	 Loss: 0.37391,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:59:07 - INFO - Epoch: 250,	 Iter: 300,	 Loss: 0.33083,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:59:17 - INFO - Epoch: 250,	 Iter: 400,	 Loss: 0.37368,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:59:31 - INFO - Epoch: 251,	 Iter: 0,	 Loss: 0.37597,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-24 23:59:41 - INFO - Epoch: 251,	 Iter: 100,	 Loss: 0.34188,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-24 23:59:52 - INFO - Epoch: 251,	 Iter: 200,	 Loss: 0.32485,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:00:02 - INFO - Epoch: 251,	 Iter: 300,	 Loss: 0.39134,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:00:12 - INFO - Epoch: 251,	 Iter: 400,	 Loss: 0.32785,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:00:26 - INFO - Epoch: 252,	 Iter: 0,	 Loss: 0.35190,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:00:26 - INFO - lr: 5.2428800000000064e-17
2021-01-25 00:00:37 - INFO - Epoch: 252,	 Iter: 100,	 Loss: 0.37467,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:00:47 - INFO - Epoch: 252,	 Iter: 200,	 Loss: 0.35981,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:00:57 - INFO - Epoch: 252,	 Iter: 300,	 Loss: 0.31319,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:01:08 - INFO - Epoch: 252,	 Iter: 400,	 Loss: 0.38903,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:01:21 - INFO - Epoch: 253,	 Iter: 0,	 Loss: 0.32880,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:01:32 - INFO - Epoch: 253,	 Iter: 100,	 Loss: 0.33755,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:01:42 - INFO - Epoch: 253,	 Iter: 200,	 Loss: 0.36210,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:01:52 - INFO - Epoch: 253,	 Iter: 300,	 Loss: 0.37550,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:02:03 - INFO - Epoch: 253,	 Iter: 400,	 Loss: 0.38514,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:02:16 - INFO - Epoch: 254,	 Iter: 0,	 Loss: 0.36125,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:02:27 - INFO - Epoch: 254,	 Iter: 100,	 Loss: 0.35723,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:02:37 - INFO - Epoch: 254,	 Iter: 200,	 Loss: 0.40176,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:02:47 - INFO - Epoch: 254,	 Iter: 300,	 Loss: 0.36262,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:02:58 - INFO - Epoch: 254,	 Iter: 400,	 Loss: 0.36771,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:03:11 - INFO - Epoch: 255,	 Iter: 0,	 Loss: 0.32874,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:03:22 - INFO - Epoch: 255,	 Iter: 100,	 Loss: 0.33779,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:03:32 - INFO - Epoch: 255,	 Iter: 200,	 Loss: 0.35415,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:03:42 - INFO - Epoch: 255,	 Iter: 300,	 Loss: 0.34901,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:03:53 - INFO - Epoch: 255,	 Iter: 400,	 Loss: 0.37715,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:04:06 - INFO - Epoch: 256,	 Iter: 0,	 Loss: 0.34409,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:04:17 - INFO - Epoch: 256,	 Iter: 100,	 Loss: 0.34073,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:04:27 - INFO - Epoch: 256,	 Iter: 200,	 Loss: 0.38372,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:04:37 - INFO - Epoch: 256,	 Iter: 300,	 Loss: 0.41044,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:04:48 - INFO - Epoch: 256,	 Iter: 400,	 Loss: 0.34890,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:05:01 - INFO - Epoch: 257,	 Iter: 0,	 Loss: 0.32373,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:05:12 - INFO - Epoch: 257,	 Iter: 100,	 Loss: 0.31189,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:05:22 - INFO - Epoch: 257,	 Iter: 200,	 Loss: 0.33291,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:05:32 - INFO - Epoch: 257,	 Iter: 300,	 Loss: 0.37477,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:05:42 - INFO - Epoch: 257,	 Iter: 400,	 Loss: 0.39904,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:05:56 - INFO - Epoch: 258,	 Iter: 0,	 Loss: 0.32000,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:06:07 - INFO - Epoch: 258,	 Iter: 100,	 Loss: 0.32093,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:06:17 - INFO - Epoch: 258,	 Iter: 200,	 Loss: 0.36524,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:06:27 - INFO - Epoch: 258,	 Iter: 300,	 Loss: 0.38238,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:06:38 - INFO - Epoch: 258,	 Iter: 400,	 Loss: 0.32900,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:06:51 - INFO - Epoch: 259,	 Iter: 0,	 Loss: 0.30961,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-25 00:07:01 - INFO - Epoch: 259,	 Iter: 100,	 Loss: 0.37269,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:07:12 - INFO - Epoch: 259,	 Iter: 200,	 Loss: 0.35575,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:07:22 - INFO - Epoch: 259,	 Iter: 300,	 Loss: 0.37266,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:07:32 - INFO - Epoch: 259,	 Iter: 400,	 Loss: 0.33202,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:07:46 - INFO - Epoch: 260,	 Iter: 0,	 Loss: 0.33832,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:07:56 - INFO - Epoch: 260,	 Iter: 100,	 Loss: 0.35417,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:08:07 - INFO - Epoch: 260,	 Iter: 200,	 Loss: 0.32557,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:08:17 - INFO - Epoch: 260,	 Iter: 300,	 Loss: 0.37289,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:08:27 - INFO - Epoch: 260,	 Iter: 400,	 Loss: 0.33064,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:08:41 - INFO - Epoch: 261,	 Iter: 0,	 Loss: 0.35287,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:08:51 - INFO - Epoch: 261,	 Iter: 100,	 Loss: 0.33833,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:09:02 - INFO - Epoch: 261,	 Iter: 200,	 Loss: 0.33514,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:09:12 - INFO - Epoch: 261,	 Iter: 300,	 Loss: 0.31110,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:09:22 - INFO - Epoch: 261,	 Iter: 400,	 Loss: 0.32935,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:09:36 - INFO - Epoch: 262,	 Iter: 0,	 Loss: 0.31270,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:09:46 - INFO - Epoch: 262,	 Iter: 100,	 Loss: 0.32113,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:09:57 - INFO - Epoch: 262,	 Iter: 200,	 Loss: 0.33258,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:10:07 - INFO - Epoch: 262,	 Iter: 300,	 Loss: 0.32433,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:10:17 - INFO - Epoch: 262,	 Iter: 400,	 Loss: 0.39360,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:10:31 - INFO - Epoch: 263,	 Iter: 0,	 Loss: 0.33611,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:10:41 - INFO - Epoch: 263,	 Iter: 100,	 Loss: 0.33613,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:10:52 - INFO - Epoch: 263,	 Iter: 200,	 Loss: 0.32889,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:11:02 - INFO - Epoch: 263,	 Iter: 300,	 Loss: 0.32343,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:11:12 - INFO - Epoch: 263,	 Iter: 400,	 Loss: 0.33790,	 Val-Acc1: 98.45 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:11:26 - INFO - Epoch: 264,	 Iter: 0,	 Loss: 0.34661,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:11:36 - INFO - Epoch: 264,	 Iter: 100,	 Loss: 0.33745,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:11:47 - INFO - Epoch: 264,	 Iter: 200,	 Loss: 0.36427,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:11:57 - INFO - Epoch: 264,	 Iter: 300,	 Loss: 0.33545,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:12:07 - INFO - Epoch: 264,	 Iter: 400,	 Loss: 0.38377,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:12:21 - INFO - Epoch: 265,	 Iter: 0,	 Loss: 0.34925,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:12:31 - INFO - Epoch: 265,	 Iter: 100,	 Loss: 0.36079,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:12:42 - INFO - Epoch: 265,	 Iter: 200,	 Loss: 0.35791,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:12:52 - INFO - Epoch: 265,	 Iter: 300,	 Loss: 0.35733,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:13:02 - INFO - Epoch: 265,	 Iter: 400,	 Loss: 0.36020,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:13:16 - INFO - Epoch: 266,	 Iter: 0,	 Loss: 0.35088,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:13:16 - INFO - lr: 1.0485760000000013e-17
2021-01-25 00:13:26 - INFO - Epoch: 266,	 Iter: 100,	 Loss: 0.35510,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:13:37 - INFO - Epoch: 266,	 Iter: 200,	 Loss: 0.35614,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:13:47 - INFO - Epoch: 266,	 Iter: 300,	 Loss: 0.33678,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:13:57 - INFO - Epoch: 266,	 Iter: 400,	 Loss: 0.32708,	 Val-Acc1: 98.69 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:14:11 - INFO - Epoch: 267,	 Iter: 0,	 Loss: 0.36328,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:14:22 - INFO - Epoch: 267,	 Iter: 100,	 Loss: 0.36510,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:14:32 - INFO - Epoch: 267,	 Iter: 200,	 Loss: 0.34158,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:14:42 - INFO - Epoch: 267,	 Iter: 300,	 Loss: 0.36057,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:14:52 - INFO - Epoch: 267,	 Iter: 400,	 Loss: 0.32823,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:15:06 - INFO - Epoch: 268,	 Iter: 0,	 Loss: 0.32542,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:15:16 - INFO - Epoch: 268,	 Iter: 100,	 Loss: 0.36911,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:15:27 - INFO - Epoch: 268,	 Iter: 200,	 Loss: 0.31644,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:15:37 - INFO - Epoch: 268,	 Iter: 300,	 Loss: 0.36503,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:15:47 - INFO - Epoch: 268,	 Iter: 400,	 Loss: 0.37805,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:16:01 - INFO - Epoch: 269,	 Iter: 0,	 Loss: 0.30604,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:16:11 - INFO - Epoch: 269,	 Iter: 100,	 Loss: 0.32661,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:16:22 - INFO - Epoch: 269,	 Iter: 200,	 Loss: 0.35787,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:16:32 - INFO - Epoch: 269,	 Iter: 300,	 Loss: 0.36995,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:16:42 - INFO - Epoch: 269,	 Iter: 400,	 Loss: 0.36165,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:16:56 - INFO - Epoch: 270,	 Iter: 0,	 Loss: 0.37648,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:17:06 - INFO - Epoch: 270,	 Iter: 100,	 Loss: 0.34725,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:17:17 - INFO - Epoch: 270,	 Iter: 200,	 Loss: 0.37507,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:17:27 - INFO - Epoch: 270,	 Iter: 300,	 Loss: 0.35157,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:17:37 - INFO - Epoch: 270,	 Iter: 400,	 Loss: 0.35757,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:17:51 - INFO - Epoch: 271,	 Iter: 0,	 Loss: 0.36756,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:18:01 - INFO - Epoch: 271,	 Iter: 100,	 Loss: 0.37838,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:18:12 - INFO - Epoch: 271,	 Iter: 200,	 Loss: 0.37973,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:18:22 - INFO - Epoch: 271,	 Iter: 300,	 Loss: 0.37500,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:18:32 - INFO - Epoch: 271,	 Iter: 400,	 Loss: 0.36882,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:18:46 - INFO - Epoch: 272,	 Iter: 0,	 Loss: 0.37849,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:18:56 - INFO - Epoch: 272,	 Iter: 100,	 Loss: 0.35218,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:19:07 - INFO - Epoch: 272,	 Iter: 200,	 Loss: 0.33486,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:19:17 - INFO - Epoch: 272,	 Iter: 300,	 Loss: 0.36163,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:19:27 - INFO - Epoch: 272,	 Iter: 400,	 Loss: 0.32097,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:19:41 - INFO - Epoch: 273,	 Iter: 0,	 Loss: 0.35134,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:19:51 - INFO - Epoch: 273,	 Iter: 100,	 Loss: 0.32900,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:20:02 - INFO - Epoch: 273,	 Iter: 200,	 Loss: 0.35628,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:20:12 - INFO - Epoch: 273,	 Iter: 300,	 Loss: 0.36013,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:20:22 - INFO - Epoch: 273,	 Iter: 400,	 Loss: 0.33511,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:20:36 - INFO - Epoch: 274,	 Iter: 0,	 Loss: 0.37853,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:20:46 - INFO - Epoch: 274,	 Iter: 100,	 Loss: 0.33928,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:20:56 - INFO - Epoch: 274,	 Iter: 200,	 Loss: 0.34471,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:21:07 - INFO - Epoch: 274,	 Iter: 300,	 Loss: 0.33416,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:21:17 - INFO - Epoch: 274,	 Iter: 400,	 Loss: 0.32483,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:21:31 - INFO - Epoch: 275,	 Iter: 0,	 Loss: 0.33365,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:21:41 - INFO - Epoch: 275,	 Iter: 100,	 Loss: 0.31873,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:21:51 - INFO - Epoch: 275,	 Iter: 200,	 Loss: 0.33392,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:22:02 - INFO - Epoch: 275,	 Iter: 300,	 Loss: 0.34837,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:22:12 - INFO - Epoch: 275,	 Iter: 400,	 Loss: 0.31740,	 Val-Acc1: 98.49 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:22:26 - INFO - Epoch: 276,	 Iter: 0,	 Loss: 0.32831,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:22:36 - INFO - Epoch: 276,	 Iter: 100,	 Loss: 0.32975,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:22:46 - INFO - Epoch: 276,	 Iter: 200,	 Loss: 0.35406,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:22:57 - INFO - Epoch: 276,	 Iter: 300,	 Loss: 0.35572,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:23:07 - INFO - Epoch: 276,	 Iter: 400,	 Loss: 0.35776,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:23:21 - INFO - Epoch: 277,	 Iter: 0,	 Loss: 0.33924,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:23:31 - INFO - Epoch: 277,	 Iter: 100,	 Loss: 0.35086,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:23:41 - INFO - Epoch: 277,	 Iter: 200,	 Loss: 0.36349,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:23:52 - INFO - Epoch: 277,	 Iter: 300,	 Loss: 0.33768,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:24:02 - INFO - Epoch: 277,	 Iter: 400,	 Loss: 0.38575,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:24:16 - INFO - Epoch: 278,	 Iter: 0,	 Loss: 0.33742,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:24:26 - INFO - Epoch: 278,	 Iter: 100,	 Loss: 0.32020,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:24:36 - INFO - Epoch: 278,	 Iter: 200,	 Loss: 0.31790,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:24:47 - INFO - Epoch: 278,	 Iter: 300,	 Loss: 0.32342,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:24:57 - INFO - Epoch: 278,	 Iter: 400,	 Loss: 0.32920,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:25:11 - INFO - Epoch: 279,	 Iter: 0,	 Loss: 0.35021,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:25:21 - INFO - Epoch: 279,	 Iter: 100,	 Loss: 0.33999,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:25:31 - INFO - Epoch: 279,	 Iter: 200,	 Loss: 0.34994,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:25:42 - INFO - Epoch: 279,	 Iter: 300,	 Loss: 0.40179,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:25:52 - INFO - Epoch: 279,	 Iter: 400,	 Loss: 0.35543,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:26:06 - INFO - Epoch: 280,	 Iter: 0,	 Loss: 0.36859,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:26:06 - INFO - lr: 2.097152000000003e-18
2021-01-25 00:26:16 - INFO - Epoch: 280,	 Iter: 100,	 Loss: 0.32712,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:26:26 - INFO - Epoch: 280,	 Iter: 200,	 Loss: 0.34609,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:26:37 - INFO - Epoch: 280,	 Iter: 300,	 Loss: 0.35184,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:26:47 - INFO - Epoch: 280,	 Iter: 400,	 Loss: 0.33838,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:27:01 - INFO - Epoch: 281,	 Iter: 0,	 Loss: 0.35566,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:27:11 - INFO - Epoch: 281,	 Iter: 100,	 Loss: 0.40287,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:27:21 - INFO - Epoch: 281,	 Iter: 200,	 Loss: 0.38681,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:27:32 - INFO - Epoch: 281,	 Iter: 300,	 Loss: 0.36978,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:27:42 - INFO - Epoch: 281,	 Iter: 400,	 Loss: 0.37902,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:27:56 - INFO - Epoch: 282,	 Iter: 0,	 Loss: 0.32462,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:28:06 - INFO - Epoch: 282,	 Iter: 100,	 Loss: 0.36250,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:28:16 - INFO - Epoch: 282,	 Iter: 200,	 Loss: 0.37266,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:28:27 - INFO - Epoch: 282,	 Iter: 300,	 Loss: 0.36048,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:28:37 - INFO - Epoch: 282,	 Iter: 400,	 Loss: 0.35110,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:28:51 - INFO - Epoch: 283,	 Iter: 0,	 Loss: 0.36943,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:29:01 - INFO - Epoch: 283,	 Iter: 100,	 Loss: 0.33102,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:29:11 - INFO - Epoch: 283,	 Iter: 200,	 Loss: 0.33015,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:29:23 - INFO - Epoch: 283,	 Iter: 300,	 Loss: 0.33165,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:29:33 - INFO - Epoch: 283,	 Iter: 400,	 Loss: 0.37548,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-25 00:29:47 - INFO - Epoch: 284,	 Iter: 0,	 Loss: 0.38588,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:29:57 - INFO - Epoch: 284,	 Iter: 100,	 Loss: 0.34424,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:30:08 - INFO - Epoch: 284,	 Iter: 200,	 Loss: 0.33771,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:30:18 - INFO - Epoch: 284,	 Iter: 300,	 Loss: 0.34476,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:30:28 - INFO - Epoch: 284,	 Iter: 400,	 Loss: 0.34216,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:30:42 - INFO - Epoch: 285,	 Iter: 0,	 Loss: 0.38126,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:30:53 - INFO - Epoch: 285,	 Iter: 100,	 Loss: 0.32905,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:31:03 - INFO - Epoch: 285,	 Iter: 200,	 Loss: 0.34686,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:31:13 - INFO - Epoch: 285,	 Iter: 300,	 Loss: 0.36713,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:31:23 - INFO - Epoch: 285,	 Iter: 400,	 Loss: 0.39110,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:31:37 - INFO - Epoch: 286,	 Iter: 0,	 Loss: 0.33760,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:31:47 - INFO - Epoch: 286,	 Iter: 100,	 Loss: 0.35862,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:31:58 - INFO - Epoch: 286,	 Iter: 200,	 Loss: 0.32091,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:32:08 - INFO - Epoch: 286,	 Iter: 300,	 Loss: 0.32590,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:32:18 - INFO - Epoch: 286,	 Iter: 400,	 Loss: 0.41792,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:32:32 - INFO - Epoch: 287,	 Iter: 0,	 Loss: 0.35313,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:32:42 - INFO - Epoch: 287,	 Iter: 100,	 Loss: 0.33430,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:32:52 - INFO - Epoch: 287,	 Iter: 200,	 Loss: 0.32882,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:33:03 - INFO - Epoch: 287,	 Iter: 300,	 Loss: 0.32799,	 Val-Acc1: 98.47 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:33:13 - INFO - Epoch: 287,	 Iter: 400,	 Loss: 0.33758,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:33:27 - INFO - Epoch: 288,	 Iter: 0,	 Loss: 0.34783,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:33:37 - INFO - Epoch: 288,	 Iter: 100,	 Loss: 0.35782,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:33:47 - INFO - Epoch: 288,	 Iter: 200,	 Loss: 0.33020,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:33:58 - INFO - Epoch: 288,	 Iter: 300,	 Loss: 0.36462,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:34:08 - INFO - Epoch: 288,	 Iter: 400,	 Loss: 0.34676,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:34:22 - INFO - Epoch: 289,	 Iter: 0,	 Loss: 0.37222,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:34:32 - INFO - Epoch: 289,	 Iter: 100,	 Loss: 0.37247,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:34:42 - INFO - Epoch: 289,	 Iter: 200,	 Loss: 0.35157,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:34:52 - INFO - Epoch: 289,	 Iter: 300,	 Loss: 0.36297,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:35:03 - INFO - Epoch: 289,	 Iter: 400,	 Loss: 0.32583,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:35:16 - INFO - Epoch: 290,	 Iter: 0,	 Loss: 0.31392,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:35:27 - INFO - Epoch: 290,	 Iter: 100,	 Loss: 0.33546,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:35:37 - INFO - Epoch: 290,	 Iter: 200,	 Loss: 0.32448,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:35:47 - INFO - Epoch: 290,	 Iter: 300,	 Loss: 0.34289,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:35:58 - INFO - Epoch: 290,	 Iter: 400,	 Loss: 0.36152,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:36:11 - INFO - Epoch: 291,	 Iter: 0,	 Loss: 0.34956,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:36:22 - INFO - Epoch: 291,	 Iter: 100,	 Loss: 0.37252,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:36:32 - INFO - Epoch: 291,	 Iter: 200,	 Loss: 0.36419,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:36:42 - INFO - Epoch: 291,	 Iter: 300,	 Loss: 0.37195,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:36:53 - INFO - Epoch: 291,	 Iter: 400,	 Loss: 0.33393,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:37:06 - INFO - Epoch: 292,	 Iter: 0,	 Loss: 0.35723,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:37:17 - INFO - Epoch: 292,	 Iter: 100,	 Loss: 0.38718,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:37:27 - INFO - Epoch: 292,	 Iter: 200,	 Loss: 0.36670,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-25 00:37:37 - INFO - Epoch: 292,	 Iter: 300,	 Loss: 0.40395,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:37:48 - INFO - Epoch: 292,	 Iter: 400,	 Loss: 0.34865,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:38:01 - INFO - Epoch: 293,	 Iter: 0,	 Loss: 0.35492,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:38:12 - INFO - Epoch: 293,	 Iter: 100,	 Loss: 0.35325,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:38:22 - INFO - Epoch: 293,	 Iter: 200,	 Loss: 0.31789,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:38:32 - INFO - Epoch: 293,	 Iter: 300,	 Loss: 0.34961,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:38:43 - INFO - Epoch: 293,	 Iter: 400,	 Loss: 0.33119,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:38:56 - INFO - Epoch: 294,	 Iter: 0,	 Loss: 0.34550,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:38:56 - INFO - lr: 4.194304000000006e-19
2021-01-25 00:39:07 - INFO - Epoch: 294,	 Iter: 100,	 Loss: 0.32978,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:39:17 - INFO - Epoch: 294,	 Iter: 200,	 Loss: 0.33832,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:39:27 - INFO - Epoch: 294,	 Iter: 300,	 Loss: 0.34664,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:39:38 - INFO - Epoch: 294,	 Iter: 400,	 Loss: 0.33283,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:39:51 - INFO - Epoch: 295,	 Iter: 0,	 Loss: 0.34086,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:40:02 - INFO - Epoch: 295,	 Iter: 100,	 Loss: 0.33848,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:40:12 - INFO - Epoch: 295,	 Iter: 200,	 Loss: 0.38325,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:40:22 - INFO - Epoch: 295,	 Iter: 300,	 Loss: 0.37360,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:40:33 - INFO - Epoch: 295,	 Iter: 400,	 Loss: 0.36743,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:40:46 - INFO - Epoch: 296,	 Iter: 0,	 Loss: 0.33978,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:40:57 - INFO - Epoch: 296,	 Iter: 100,	 Loss: 0.33814,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:41:07 - INFO - Epoch: 296,	 Iter: 200,	 Loss: 0.37259,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:41:17 - INFO - Epoch: 296,	 Iter: 300,	 Loss: 0.36083,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:41:28 - INFO - Epoch: 296,	 Iter: 400,	 Loss: 0.33805,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:41:41 - INFO - Epoch: 297,	 Iter: 0,	 Loss: 0.33452,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:41:52 - INFO - Epoch: 297,	 Iter: 100,	 Loss: 0.33497,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:42:02 - INFO - Epoch: 297,	 Iter: 200,	 Loss: 0.32907,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:42:12 - INFO - Epoch: 297,	 Iter: 300,	 Loss: 0.37463,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:42:22 - INFO - Epoch: 297,	 Iter: 400,	 Loss: 0.36736,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:42:36 - INFO - Epoch: 298,	 Iter: 0,	 Loss: 0.34249,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:42:46 - INFO - Epoch: 298,	 Iter: 100,	 Loss: 0.33423,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:42:57 - INFO - Epoch: 298,	 Iter: 200,	 Loss: 0.33051,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:43:07 - INFO - Epoch: 298,	 Iter: 300,	 Loss: 0.30042,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:43:17 - INFO - Epoch: 298,	 Iter: 400,	 Loss: 0.35343,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:43:31 - INFO - Epoch: 299,	 Iter: 0,	 Loss: 0.35118,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:43:41 - INFO - Epoch: 299,	 Iter: 100,	 Loss: 0.35414,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:43:51 - INFO - Epoch: 299,	 Iter: 200,	 Loss: 0.35231,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:44:02 - INFO - Epoch: 299,	 Iter: 300,	 Loss: 0.33770,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:44:12 - INFO - Epoch: 299,	 Iter: 400,	 Loss: 0.32391,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-25 00:44:26 - INFO - Epoch: 300,	 Iter: 0,	 Loss: 0.35863,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:44:36 - INFO - Epoch: 300,	 Iter: 100,	 Loss: 0.37475,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:44:46 - INFO - Epoch: 300,	 Iter: 200,	 Loss: 0.37194,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:44:56 - INFO - Epoch: 300,	 Iter: 300,	 Loss: 0.37308,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:45:07 - INFO - Epoch: 300,	 Iter: 400,	 Loss: 0.34905,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:45:20 - INFO - Epoch: 301,	 Iter: 0,	 Loss: 0.35716,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:45:31 - INFO - Epoch: 301,	 Iter: 100,	 Loss: 0.36554,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:45:41 - INFO - Epoch: 301,	 Iter: 200,	 Loss: 0.32430,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:45:51 - INFO - Epoch: 301,	 Iter: 300,	 Loss: 0.35759,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:46:01 - INFO - Epoch: 301,	 Iter: 400,	 Loss: 0.35237,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:46:15 - INFO - Epoch: 302,	 Iter: 0,	 Loss: 0.34809,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:46:25 - INFO - Epoch: 302,	 Iter: 100,	 Loss: 0.37144,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:46:36 - INFO - Epoch: 302,	 Iter: 200,	 Loss: 0.36089,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:46:46 - INFO - Epoch: 302,	 Iter: 300,	 Loss: 0.35328,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:46:56 - INFO - Epoch: 302,	 Iter: 400,	 Loss: 0.34167,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:47:10 - INFO - Epoch: 303,	 Iter: 0,	 Loss: 0.34592,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:47:20 - INFO - Epoch: 303,	 Iter: 100,	 Loss: 0.35831,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:47:31 - INFO - Epoch: 303,	 Iter: 200,	 Loss: 0.32871,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:47:41 - INFO - Epoch: 303,	 Iter: 300,	 Loss: 0.36717,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:47:51 - INFO - Epoch: 303,	 Iter: 400,	 Loss: 0.35696,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:48:05 - INFO - Epoch: 304,	 Iter: 0,	 Loss: 0.36964,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:48:15 - INFO - Epoch: 304,	 Iter: 100,	 Loss: 0.37557,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:48:26 - INFO - Epoch: 304,	 Iter: 200,	 Loss: 0.39667,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:48:36 - INFO - Epoch: 304,	 Iter: 300,	 Loss: 0.34438,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:48:46 - INFO - Epoch: 304,	 Iter: 400,	 Loss: 0.34870,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:49:00 - INFO - Epoch: 305,	 Iter: 0,	 Loss: 0.35741,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:49:10 - INFO - Epoch: 305,	 Iter: 100,	 Loss: 0.36601,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:49:21 - INFO - Epoch: 305,	 Iter: 200,	 Loss: 0.34543,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:49:31 - INFO - Epoch: 305,	 Iter: 300,	 Loss: 0.34160,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:49:41 - INFO - Epoch: 305,	 Iter: 400,	 Loss: 0.32393,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:49:55 - INFO - Epoch: 306,	 Iter: 0,	 Loss: 0.36658,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:50:05 - INFO - Epoch: 306,	 Iter: 100,	 Loss: 0.35292,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:50:16 - INFO - Epoch: 306,	 Iter: 200,	 Loss: 0.36849,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:50:26 - INFO - Epoch: 306,	 Iter: 300,	 Loss: 0.33665,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-25 00:50:36 - INFO - Epoch: 306,	 Iter: 400,	 Loss: 0.32454,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:50:50 - INFO - Epoch: 307,	 Iter: 0,	 Loss: 0.38021,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:51:00 - INFO - Epoch: 307,	 Iter: 100,	 Loss: 0.40121,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:51:10 - INFO - Epoch: 307,	 Iter: 200,	 Loss: 0.33647,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:51:21 - INFO - Epoch: 307,	 Iter: 300,	 Loss: 0.34375,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:51:31 - INFO - Epoch: 307,	 Iter: 400,	 Loss: 0.36218,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:51:45 - INFO - Epoch: 308,	 Iter: 0,	 Loss: 0.33698,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:51:45 - INFO - lr: 8.388608000000012e-20
2021-01-25 00:51:55 - INFO - Epoch: 308,	 Iter: 100,	 Loss: 0.33655,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:52:05 - INFO - Epoch: 308,	 Iter: 200,	 Loss: 0.34917,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:52:16 - INFO - Epoch: 308,	 Iter: 300,	 Loss: 0.35593,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:52:26 - INFO - Epoch: 308,	 Iter: 400,	 Loss: 0.33664,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:52:40 - INFO - Epoch: 309,	 Iter: 0,	 Loss: 0.34693,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:52:51 - INFO - Epoch: 309,	 Iter: 100,	 Loss: 0.32173,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:53:01 - INFO - Epoch: 309,	 Iter: 200,	 Loss: 0.34044,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:53:11 - INFO - Epoch: 309,	 Iter: 300,	 Loss: 0.36110,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:53:21 - INFO - Epoch: 309,	 Iter: 400,	 Loss: 0.34551,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:53:35 - INFO - Epoch: 310,	 Iter: 0,	 Loss: 0.34780,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:53:45 - INFO - Epoch: 310,	 Iter: 100,	 Loss: 0.31398,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:53:56 - INFO - Epoch: 310,	 Iter: 200,	 Loss: 0.31841,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:54:06 - INFO - Epoch: 310,	 Iter: 300,	 Loss: 0.39026,	 Val-Acc1: 98.46 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:54:16 - INFO - Epoch: 310,	 Iter: 400,	 Loss: 0.33871,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:54:30 - INFO - Epoch: 311,	 Iter: 0,	 Loss: 0.37189,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:54:40 - INFO - Epoch: 311,	 Iter: 100,	 Loss: 0.34466,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:54:51 - INFO - Epoch: 311,	 Iter: 200,	 Loss: 0.36472,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:55:01 - INFO - Epoch: 311,	 Iter: 300,	 Loss: 0.35989,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:55:11 - INFO - Epoch: 311,	 Iter: 400,	 Loss: 0.35378,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.89
2021-01-25 00:55:25 - INFO - Epoch: 312,	 Iter: 0,	 Loss: 0.35365,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:55:35 - INFO - Epoch: 312,	 Iter: 100,	 Loss: 0.33858,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:55:45 - INFO - Epoch: 312,	 Iter: 200,	 Loss: 0.35579,	 Val-Acc1: 98.63 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:55:56 - INFO - Epoch: 312,	 Iter: 300,	 Loss: 0.35062,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:56:06 - INFO - Epoch: 312,	 Iter: 400,	 Loss: 0.34850,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:56:20 - INFO - Epoch: 313,	 Iter: 0,	 Loss: 0.34381,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.92
2021-01-25 00:56:30 - INFO - Epoch: 313,	 Iter: 100,	 Loss: 0.31316,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:56:40 - INFO - Epoch: 313,	 Iter: 200,	 Loss: 0.32946,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:56:51 - INFO - Epoch: 313,	 Iter: 300,	 Loss: 0.36769,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:57:01 - INFO - Epoch: 313,	 Iter: 400,	 Loss: 0.31693,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:57:14 - INFO - Epoch: 314,	 Iter: 0,	 Loss: 0.32984,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:57:25 - INFO - Epoch: 314,	 Iter: 100,	 Loss: 0.36448,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:57:35 - INFO - Epoch: 314,	 Iter: 200,	 Loss: 0.39588,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:57:45 - INFO - Epoch: 314,	 Iter: 300,	 Loss: 0.34935,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:57:56 - INFO - Epoch: 314,	 Iter: 400,	 Loss: 0.35239,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:58:09 - INFO - Epoch: 315,	 Iter: 0,	 Loss: 0.33858,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:58:20 - INFO - Epoch: 315,	 Iter: 100,	 Loss: 0.31367,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:58:30 - INFO - Epoch: 315,	 Iter: 200,	 Loss: 0.34370,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:58:40 - INFO - Epoch: 315,	 Iter: 300,	 Loss: 0.35381,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:58:50 - INFO - Epoch: 315,	 Iter: 400,	 Loss: 0.34199,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:59:04 - INFO - Epoch: 316,	 Iter: 0,	 Loss: 0.32549,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:59:15 - INFO - Epoch: 316,	 Iter: 100,	 Loss: 0.31758,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:59:25 - INFO - Epoch: 316,	 Iter: 200,	 Loss: 0.34354,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:59:35 - INFO - Epoch: 316,	 Iter: 300,	 Loss: 0.36595,	 Val-Acc1: 98.48 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 00:59:45 - INFO - Epoch: 316,	 Iter: 400,	 Loss: 0.32518,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 00:59:59 - INFO - Epoch: 317,	 Iter: 0,	 Loss: 0.36980,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:00:10 - INFO - Epoch: 317,	 Iter: 100,	 Loss: 0.32912,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:00:20 - INFO - Epoch: 317,	 Iter: 200,	 Loss: 0.37077,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:00:30 - INFO - Epoch: 317,	 Iter: 300,	 Loss: 0.35409,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:00:40 - INFO - Epoch: 317,	 Iter: 400,	 Loss: 0.32818,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:00:54 - INFO - Epoch: 318,	 Iter: 0,	 Loss: 0.39482,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:01:05 - INFO - Epoch: 318,	 Iter: 100,	 Loss: 0.38423,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 01:01:15 - INFO - Epoch: 318,	 Iter: 200,	 Loss: 0.37177,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:01:25 - INFO - Epoch: 318,	 Iter: 300,	 Loss: 0.33497,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:01:35 - INFO - Epoch: 318,	 Iter: 400,	 Loss: 0.39434,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 01:01:49 - INFO - Epoch: 319,	 Iter: 0,	 Loss: 0.33183,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:02:00 - INFO - Epoch: 319,	 Iter: 100,	 Loss: 0.34709,	 Val-Acc1: 98.55 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:02:10 - INFO - Epoch: 319,	 Iter: 200,	 Loss: 0.32221,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:02:20 - INFO - Epoch: 319,	 Iter: 300,	 Loss: 0.37808,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:02:31 - INFO - Epoch: 319,	 Iter: 400,	 Loss: 0.35029,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:02:44 - INFO - Epoch: 320,	 Iter: 0,	 Loss: 0.32050,	 Val-Acc1: 98.64 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:02:55 - INFO - Epoch: 320,	 Iter: 100,	 Loss: 0.34113,	 Val-Acc1: 98.67 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:03:05 - INFO - Epoch: 320,	 Iter: 200,	 Loss: 0.35896,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:03:15 - INFO - Epoch: 320,	 Iter: 300,	 Loss: 0.33222,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:03:26 - INFO - Epoch: 320,	 Iter: 400,	 Loss: 0.34632,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 01:03:39 - INFO - Epoch: 321,	 Iter: 0,	 Loss: 0.33923,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 01:03:50 - INFO - Epoch: 321,	 Iter: 100,	 Loss: 0.35298,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:04:00 - INFO - Epoch: 321,	 Iter: 200,	 Loss: 0.31630,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:04:10 - INFO - Epoch: 321,	 Iter: 300,	 Loss: 0.34543,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:04:21 - INFO - Epoch: 321,	 Iter: 400,	 Loss: 0.36216,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:04:35 - INFO - Epoch: 322,	 Iter: 0,	 Loss: 0.37913,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:04:35 - INFO - lr: 1.6777216000000025e-20
2021-01-25 01:04:45 - INFO - Epoch: 322,	 Iter: 100,	 Loss: 0.35446,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:04:55 - INFO - Epoch: 322,	 Iter: 200,	 Loss: 0.35618,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 01:05:06 - INFO - Epoch: 322,	 Iter: 300,	 Loss: 0.35234,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:05:16 - INFO - Epoch: 322,	 Iter: 400,	 Loss: 0.32996,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:05:30 - INFO - Epoch: 323,	 Iter: 0,	 Loss: 0.35583,	 Val-Acc1: 98.66 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:05:40 - INFO - Epoch: 323,	 Iter: 100,	 Loss: 0.37044,	 Val-Acc1: 98.68 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:05:50 - INFO - Epoch: 323,	 Iter: 200,	 Loss: 0.32077,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:06:01 - INFO - Epoch: 323,	 Iter: 300,	 Loss: 0.35818,	 Val-Acc1: 98.51 (Best: 98.73),	 Val-Acc5: 99.90
2021-01-25 01:06:11 - INFO - Epoch: 323,	 Iter: 400,	 Loss: 0.32580,	 Val-Acc1: 98.57 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:06:25 - INFO - Epoch: 324,	 Iter: 0,	 Loss: 0.33404,	 Val-Acc1: 98.62 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:06:35 - INFO - Epoch: 324,	 Iter: 100,	 Loss: 0.33610,	 Val-Acc1: 98.65 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:06:46 - INFO - Epoch: 324,	 Iter: 200,	 Loss: 0.35217,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:06:56 - INFO - Epoch: 324,	 Iter: 300,	 Loss: 0.35737,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:07:06 - INFO - Epoch: 324,	 Iter: 400,	 Loss: 0.33419,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:07:20 - INFO - Epoch: 325,	 Iter: 0,	 Loss: 0.32865,	 Val-Acc1: 98.50 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:07:30 - INFO - Epoch: 325,	 Iter: 100,	 Loss: 0.37598,	 Val-Acc1: 98.60 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:07:41 - INFO - Epoch: 325,	 Iter: 200,	 Loss: 0.32300,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:07:51 - INFO - Epoch: 325,	 Iter: 300,	 Loss: 0.31057,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:08:01 - INFO - Epoch: 325,	 Iter: 400,	 Loss: 0.36928,	 Val-Acc1: 98.59 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:08:15 - INFO - Epoch: 326,	 Iter: 0,	 Loss: 0.38870,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:08:25 - INFO - Epoch: 326,	 Iter: 100,	 Loss: 0.35119,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:08:36 - INFO - Epoch: 326,	 Iter: 200,	 Loss: 0.37566,	 Val-Acc1: 98.52 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:08:46 - INFO - Epoch: 326,	 Iter: 300,	 Loss: 0.33661,	 Val-Acc1: 98.53 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:08:57 - INFO - Epoch: 326,	 Iter: 400,	 Loss: 0.32956,	 Val-Acc1: 98.61 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:09:10 - INFO - Epoch: 327,	 Iter: 0,	 Loss: 0.34708,	 Val-Acc1: 98.71 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:09:21 - INFO - Epoch: 327,	 Iter: 100,	 Loss: 0.34658,	 Val-Acc1: 98.56 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:09:31 - INFO - Epoch: 327,	 Iter: 200,	 Loss: 0.34533,	 Val-Acc1: 98.54 (Best: 98.73),	 Val-Acc5: 99.91
2021-01-25 01:09:41 - INFO - Epoch: 327,	 Iter: 300,	 Loss: 0.36417,	 Val-Acc1: 98.58 (Best: 98.73),	 Val-Acc5: 99.91
