2021-01-24 18:52:15 - INFO - Saving to ./out/CIFAR100/VGG16BinaryConnect/PMF/2021-01-24_18-52-15
2021-01-24 18:52:18 - DEBUG - Run arguments: Namespace(architecture='VGG16BinaryConnect', batch_size=50, beta_interval=100, beta_scale=1.05, data_path='./Datasets/CIFAR100', dataset='CIFAR100', dataset_size=45000, eval='', eval_set='TEST', gpu_id='0', hidden_dim=2, im_size=32, input_channels=3, input_dim=3072, learning_rate=0.01, log_interval=100, loss_function='CROSSENTROPY', lr_decay='STEP', lr_interval=30000, lr_scale=0.2, method='PMF', momentum=0.95, nesterov=False, num_epochs=500, num_iters=100000, optimizer='ADAM', output_dim=100, pr_interval=100, pretrained_model='', quant_levels=2, resume='', rounding='ARGMAX', save_dir='./out/CIFAR100/VGG16BinaryConnect/PMF/2021-01-24_18-52-15', save_name='./out/CIFAR100/VGG16BinaryConnect/PMF/2021-01-24_18-52-15/best_model.pth.tar', val_set='TRAIN', weight_decay=0.0001)
2021-01-24 18:52:27 - INFO - VGG16BinaryConnect(
  (conv1): SConv2d(
    (conv2d): Conv2d(3, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
  )
  (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.2, affine=False, track_running_stats=True)
  (conv2): SConv2d(
    (conv2d): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
  )
  (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.2, affine=False, track_running_stats=True)
  (conv3): SConv2d(
    (conv2d): Conv2d(128, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
  )
  (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.2, affine=False, track_running_stats=True)
  (conv4): SConv2d(
    (conv2d): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
  )
  (bn4): BatchNorm2d(256, eps=1e-05, momentum=0.2, affine=False, track_running_stats=True)
  (conv5): SConv2d(
    (conv2d): Conv2d(256, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
  )
  (bn5): BatchNorm2d(512, eps=1e-05, momentum=0.2, affine=False, track_running_stats=True)
  (conv6): SConv2d(
    (conv2d): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
  )
  (bn6): BatchNorm2d(512, eps=1e-05, momentum=0.2, affine=False, track_running_stats=True)
  (fc1): SLinear(
    (linear): Linear(in_features=8192, out_features=2048, bias=False)
  )
  (bn7): BatchNorm1d(1024, eps=1e-05, momentum=0.1, affine=False, track_running_stats=True)
  (fc2): SLinear(
    (linear): Linear(in_features=1024, out_features=2048, bias=False)
  )
  (bn8): BatchNorm1d(1024, eps=1e-05, momentum=0.1, affine=False, track_running_stats=True)
  (fc3): SLinear(
    (linear): Linear(in_features=1024, out_features=200, bias=False)
  )
  (bn9): BatchNorm1d(100, eps=1e-05, momentum=0.1, affine=False, track_running_stats=True)
)
2021-01-24 18:52:27 - INFO - Number of parameters: 28228352
2021-01-24 18:52:27 - INFO - Training...
2021-01-24 18:52:32 - INFO - Epoch: 0,	 Iter: 0,	 Loss: 5.09068,	 Val-Acc1: 0.94 (Best: 0.94),	 Val-Acc5: 4.42
2021-01-24 18:52:32 - INFO - lr: 0.002
2021-01-24 18:52:50 - INFO - Epoch: 0,	 Iter: 100,	 Loss: 4.26242,	 Val-Acc1: 1.58 (Best: 1.58),	 Val-Acc5: 5.46
2021-01-24 18:53:07 - INFO - Epoch: 0,	 Iter: 200,	 Loss: 4.01648,	 Val-Acc1: 1.20 (Best: 1.58),	 Val-Acc5: 5.34
2021-01-24 18:53:24 - INFO - Epoch: 0,	 Iter: 300,	 Loss: 3.86676,	 Val-Acc1: 1.46 (Best: 1.58),	 Val-Acc5: 5.26
2021-01-24 18:53:41 - INFO - Epoch: 0,	 Iter: 400,	 Loss: 4.02366,	 Val-Acc1: 1.20 (Best: 1.58),	 Val-Acc5: 5.74
2021-01-24 18:53:58 - INFO - Epoch: 0,	 Iter: 500,	 Loss: 3.76879,	 Val-Acc1: 1.34 (Best: 1.58),	 Val-Acc5: 5.68
2021-01-24 18:54:15 - INFO - Epoch: 0,	 Iter: 600,	 Loss: 3.72061,	 Val-Acc1: 1.56 (Best: 1.58),	 Val-Acc5: 6.30
2021-01-24 18:54:32 - INFO - Epoch: 0,	 Iter: 700,	 Loss: 3.38251,	 Val-Acc1: 0.98 (Best: 1.58),	 Val-Acc5: 5.68
2021-01-24 18:54:49 - INFO - Epoch: 0,	 Iter: 800,	 Loss: 3.77188,	 Val-Acc1: 1.36 (Best: 1.58),	 Val-Acc5: 5.30
2021-01-24 18:55:12 - INFO - Epoch: 1,	 Iter: 0,	 Loss: 3.26790,	 Val-Acc1: 1.18 (Best: 1.58),	 Val-Acc5: 4.86
2021-01-24 18:55:29 - INFO - Epoch: 1,	 Iter: 100,	 Loss: 3.68100,	 Val-Acc1: 1.24 (Best: 1.58),	 Val-Acc5: 5.78
2021-01-24 18:55:46 - INFO - Epoch: 1,	 Iter: 200,	 Loss: 3.34267,	 Val-Acc1: 0.78 (Best: 1.58),	 Val-Acc5: 6.16
2021-01-24 18:56:03 - INFO - Epoch: 1,	 Iter: 300,	 Loss: 3.34696,	 Val-Acc1: 1.56 (Best: 1.58),	 Val-Acc5: 6.12
2021-01-24 18:56:20 - INFO - Epoch: 1,	 Iter: 400,	 Loss: 3.31653,	 Val-Acc1: 1.22 (Best: 1.58),	 Val-Acc5: 5.38
2021-01-24 18:56:37 - INFO - Epoch: 1,	 Iter: 500,	 Loss: 3.09042,	 Val-Acc1: 1.30 (Best: 1.58),	 Val-Acc5: 6.82
2021-01-24 18:56:55 - INFO - Epoch: 1,	 Iter: 600,	 Loss: 3.38938,	 Val-Acc1: 1.84 (Best: 1.84),	 Val-Acc5: 4.96
2021-01-24 18:57:12 - INFO - Epoch: 1,	 Iter: 700,	 Loss: 3.13545,	 Val-Acc1: 1.08 (Best: 1.84),	 Val-Acc5: 5.00
2021-01-24 18:57:30 - INFO - Epoch: 1,	 Iter: 800,	 Loss: 3.32102,	 Val-Acc1: 0.76 (Best: 1.84),	 Val-Acc5: 6.16
2021-01-24 18:57:53 - INFO - Epoch: 2,	 Iter: 0,	 Loss: 3.29719,	 Val-Acc1: 2.06 (Best: 2.06),	 Val-Acc5: 7.26
2021-01-24 18:58:10 - INFO - Epoch: 2,	 Iter: 100,	 Loss: 3.28899,	 Val-Acc1: 1.10 (Best: 2.06),	 Val-Acc5: 6.54
2021-01-24 18:58:27 - INFO - Epoch: 2,	 Iter: 200,	 Loss: 2.91935,	 Val-Acc1: 1.68 (Best: 2.06),	 Val-Acc5: 8.42
2021-01-24 18:58:44 - INFO - Epoch: 2,	 Iter: 300,	 Loss: 2.79252,	 Val-Acc1: 0.76 (Best: 2.06),	 Val-Acc5: 5.34
2021-01-24 18:59:01 - INFO - Epoch: 2,	 Iter: 400,	 Loss: 3.13256,	 Val-Acc1: 1.06 (Best: 2.06),	 Val-Acc5: 6.74
2021-01-24 18:59:18 - INFO - Epoch: 2,	 Iter: 500,	 Loss: 3.05546,	 Val-Acc1: 2.00 (Best: 2.06),	 Val-Acc5: 5.98
2021-01-24 18:59:35 - INFO - Epoch: 2,	 Iter: 600,	 Loss: 2.67794,	 Val-Acc1: 1.78 (Best: 2.06),	 Val-Acc5: 7.70
2021-01-24 18:59:52 - INFO - Epoch: 2,	 Iter: 700,	 Loss: 3.03008,	 Val-Acc1: 1.50 (Best: 2.06),	 Val-Acc5: 5.50
2021-01-24 19:00:10 - INFO - Epoch: 2,	 Iter: 800,	 Loss: 2.85442,	 Val-Acc1: 1.52 (Best: 2.06),	 Val-Acc5: 6.02
2021-01-24 19:00:32 - INFO - Epoch: 3,	 Iter: 0,	 Loss: 2.43643,	 Val-Acc1: 1.32 (Best: 2.06),	 Val-Acc5: 7.20
2021-01-24 19:00:49 - INFO - Epoch: 3,	 Iter: 100,	 Loss: 2.96685,	 Val-Acc1: 1.20 (Best: 2.06),	 Val-Acc5: 6.54
2021-01-24 19:01:06 - INFO - Epoch: 3,	 Iter: 200,	 Loss: 2.50218,	 Val-Acc1: 1.38 (Best: 2.06),	 Val-Acc5: 5.56
2021-01-24 19:01:23 - INFO - Epoch: 3,	 Iter: 300,	 Loss: 2.43657,	 Val-Acc1: 0.88 (Best: 2.06),	 Val-Acc5: 5.14
2021-01-24 19:01:40 - INFO - Epoch: 3,	 Iter: 400,	 Loss: 2.52746,	 Val-Acc1: 1.06 (Best: 2.06),	 Val-Acc5: 6.74
2021-01-24 19:01:58 - INFO - Epoch: 3,	 Iter: 500,	 Loss: 2.45655,	 Val-Acc1: 1.14 (Best: 2.06),	 Val-Acc5: 6.58
2021-01-24 19:02:15 - INFO - Epoch: 3,	 Iter: 600,	 Loss: 2.66450,	 Val-Acc1: 1.54 (Best: 2.06),	 Val-Acc5: 6.98
2021-01-24 19:02:32 - INFO - Epoch: 3,	 Iter: 700,	 Loss: 2.66355,	 Val-Acc1: 1.52 (Best: 2.06),	 Val-Acc5: 6.78
2021-01-24 19:02:50 - INFO - Epoch: 3,	 Iter: 800,	 Loss: 2.70763,	 Val-Acc1: 2.16 (Best: 2.16),	 Val-Acc5: 5.94
2021-01-24 19:03:12 - INFO - Epoch: 4,	 Iter: 0,	 Loss: 2.44853,	 Val-Acc1: 1.20 (Best: 2.16),	 Val-Acc5: 5.10
2021-01-24 19:03:29 - INFO - Epoch: 4,	 Iter: 100,	 Loss: 2.73760,	 Val-Acc1: 2.04 (Best: 2.16),	 Val-Acc5: 6.82
2021-01-24 19:03:47 - INFO - Epoch: 4,	 Iter: 200,	 Loss: 2.40437,	 Val-Acc1: 2.94 (Best: 2.94),	 Val-Acc5: 7.74
2021-01-24 19:04:04 - INFO - Epoch: 4,	 Iter: 300,	 Loss: 2.47793,	 Val-Acc1: 1.74 (Best: 2.94),	 Val-Acc5: 7.68
2021-01-24 19:04:21 - INFO - Epoch: 4,	 Iter: 400,	 Loss: 2.49054,	 Val-Acc1: 1.38 (Best: 2.94),	 Val-Acc5: 7.24
2021-01-24 19:04:39 - INFO - Epoch: 4,	 Iter: 500,	 Loss: 2.42221,	 Val-Acc1: 3.62 (Best: 3.62),	 Val-Acc5: 10.80
2021-01-24 19:04:56 - INFO - Epoch: 4,	 Iter: 600,	 Loss: 2.74371,	 Val-Acc1: 1.36 (Best: 3.62),	 Val-Acc5: 7.46
2021-01-24 19:05:13 - INFO - Epoch: 4,	 Iter: 700,	 Loss: 2.50576,	 Val-Acc1: 2.32 (Best: 3.62),	 Val-Acc5: 8.12
2021-01-24 19:05:31 - INFO - Epoch: 4,	 Iter: 800,	 Loss: 2.40463,	 Val-Acc1: 3.88 (Best: 3.88),	 Val-Acc5: 10.78
2021-01-24 19:05:53 - INFO - Epoch: 5,	 Iter: 0,	 Loss: 2.25919,	 Val-Acc1: 3.42 (Best: 3.88),	 Val-Acc5: 9.16
2021-01-24 19:06:11 - INFO - Epoch: 5,	 Iter: 100,	 Loss: 2.38209,	 Val-Acc1: 2.20 (Best: 3.88),	 Val-Acc5: 8.90
2021-01-24 19:06:28 - INFO - Epoch: 5,	 Iter: 200,	 Loss: 2.32582,	 Val-Acc1: 2.32 (Best: 3.88),	 Val-Acc5: 9.70
2021-01-24 19:06:45 - INFO - Epoch: 5,	 Iter: 300,	 Loss: 2.59540,	 Val-Acc1: 3.24 (Best: 3.88),	 Val-Acc5: 9.60
2021-01-24 19:07:02 - INFO - Epoch: 5,	 Iter: 400,	 Loss: 2.25303,	 Val-Acc1: 3.58 (Best: 3.88),	 Val-Acc5: 11.00
2021-01-24 19:07:19 - INFO - Epoch: 5,	 Iter: 500,	 Loss: 2.39125,	 Val-Acc1: 3.78 (Best: 3.88),	 Val-Acc5: 12.38
2021-01-24 19:07:36 - INFO - Epoch: 5,	 Iter: 600,	 Loss: 2.48423,	 Val-Acc1: 2.14 (Best: 3.88),	 Val-Acc5: 12.30
2021-01-24 19:07:54 - INFO - Epoch: 5,	 Iter: 700,	 Loss: 2.31873,	 Val-Acc1: 4.80 (Best: 4.80),	 Val-Acc5: 13.62
2021-01-24 19:08:11 - INFO - Epoch: 5,	 Iter: 800,	 Loss: 2.49285,	 Val-Acc1: 4.54 (Best: 4.80),	 Val-Acc5: 12.62
2021-01-24 19:08:35 - INFO - Epoch: 6,	 Iter: 0,	 Loss: 2.51674,	 Val-Acc1: 6.08 (Best: 6.08),	 Val-Acc5: 18.20
2021-01-24 19:08:52 - INFO - Epoch: 6,	 Iter: 100,	 Loss: 2.37889,	 Val-Acc1: 6.76 (Best: 6.76),	 Val-Acc5: 20.22
2021-01-24 19:09:10 - INFO - Epoch: 6,	 Iter: 200,	 Loss: 2.76419,	 Val-Acc1: 8.28 (Best: 8.28),	 Val-Acc5: 21.38
2021-01-24 19:09:27 - INFO - Epoch: 6,	 Iter: 300,	 Loss: 2.24109,	 Val-Acc1: 4.82 (Best: 8.28),	 Val-Acc5: 18.82
2021-01-24 19:09:44 - INFO - Epoch: 6,	 Iter: 400,	 Loss: 2.37560,	 Val-Acc1: 8.10 (Best: 8.28),	 Val-Acc5: 22.50
2021-01-24 19:10:02 - INFO - Epoch: 6,	 Iter: 500,	 Loss: 2.39821,	 Val-Acc1: 8.70 (Best: 8.70),	 Val-Acc5: 23.02
2021-01-24 19:10:19 - INFO - Epoch: 6,	 Iter: 600,	 Loss: 2.39832,	 Val-Acc1: 8.98 (Best: 8.98),	 Val-Acc5: 23.00
2021-01-24 19:10:37 - INFO - Epoch: 6,	 Iter: 700,	 Loss: 2.49320,	 Val-Acc1: 9.50 (Best: 9.50),	 Val-Acc5: 25.48
2021-01-24 19:10:55 - INFO - Epoch: 6,	 Iter: 800,	 Loss: 2.28439,	 Val-Acc1: 10.56 (Best: 10.56),	 Val-Acc5: 26.46
2021-01-24 19:11:17 - INFO - Epoch: 7,	 Iter: 0,	 Loss: 2.01885,	 Val-Acc1: 13.06 (Best: 13.38),	 Val-Acc5: 29.14
2021-01-24 19:11:35 - INFO - Epoch: 7,	 Iter: 100,	 Loss: 2.33572,	 Val-Acc1: 17.30 (Best: 17.30),	 Val-Acc5: 36.66
2021-01-24 19:11:52 - INFO - Epoch: 7,	 Iter: 200,	 Loss: 2.50688,	 Val-Acc1: 13.56 (Best: 17.30),	 Val-Acc5: 33.48
2021-01-24 19:12:09 - INFO - Epoch: 7,	 Iter: 300,	 Loss: 1.98426,	 Val-Acc1: 13.66 (Best: 17.30),	 Val-Acc5: 32.16
2021-01-24 19:12:26 - INFO - Epoch: 7,	 Iter: 400,	 Loss: 2.29547,	 Val-Acc1: 18.22 (Best: 18.22),	 Val-Acc5: 41.00
2021-01-24 19:12:44 - INFO - Epoch: 7,	 Iter: 500,	 Loss: 2.41927,	 Val-Acc1: 19.36 (Best: 19.36),	 Val-Acc5: 43.86
2021-01-24 19:13:02 - INFO - Epoch: 7,	 Iter: 600,	 Loss: 2.14232,	 Val-Acc1: 22.54 (Best: 22.54),	 Val-Acc5: 48.24
2021-01-24 19:13:19 - INFO - Epoch: 7,	 Iter: 700,	 Loss: 2.28034,	 Val-Acc1: 21.80 (Best: 22.54),	 Val-Acc5: 47.22
2021-01-24 19:13:37 - INFO - Epoch: 7,	 Iter: 800,	 Loss: 2.33861,	 Val-Acc1: 26.94 (Best: 26.94),	 Val-Acc5: 54.22
2021-01-24 19:13:59 - INFO - Epoch: 8,	 Iter: 0,	 Loss: 2.21729,	 Val-Acc1: 26.02 (Best: 26.94),	 Val-Acc5: 54.02
2021-01-24 19:14:17 - INFO - Epoch: 8,	 Iter: 100,	 Loss: 2.23646,	 Val-Acc1: 29.76 (Best: 29.76),	 Val-Acc5: 58.78
2021-01-24 19:14:35 - INFO - Epoch: 8,	 Iter: 200,	 Loss: 2.53663,	 Val-Acc1: 28.00 (Best: 29.76),	 Val-Acc5: 56.22
2021-01-24 19:14:53 - INFO - Epoch: 8,	 Iter: 300,	 Loss: 2.47758,	 Val-Acc1: 34.04 (Best: 34.04),	 Val-Acc5: 63.12
2021-01-24 19:15:10 - INFO - Epoch: 8,	 Iter: 400,	 Loss: 2.42676,	 Val-Acc1: 33.56 (Best: 34.04),	 Val-Acc5: 63.30
2021-01-24 19:15:27 - INFO - Epoch: 8,	 Iter: 500,	 Loss: 2.70863,	 Val-Acc1: 33.60 (Best: 34.04),	 Val-Acc5: 65.00
2021-01-24 19:15:45 - INFO - Epoch: 8,	 Iter: 600,	 Loss: 2.19926,	 Val-Acc1: 34.58 (Best: 34.58),	 Val-Acc5: 64.62
2021-01-24 19:16:03 - INFO - Epoch: 8,	 Iter: 700,	 Loss: 1.84829,	 Val-Acc1: 35.86 (Best: 35.86),	 Val-Acc5: 67.48
2021-01-24 19:16:20 - INFO - Epoch: 8,	 Iter: 800,	 Loss: 2.20742,	 Val-Acc1: 36.48 (Best: 36.48),	 Val-Acc5: 66.66
2021-01-24 19:16:43 - INFO - Epoch: 9,	 Iter: 0,	 Loss: 2.11069,	 Val-Acc1: 38.98 (Best: 38.98),	 Val-Acc5: 69.52
2021-01-24 19:17:01 - INFO - Epoch: 9,	 Iter: 100,	 Loss: 2.48899,	 Val-Acc1: 39.22 (Best: 39.22),	 Val-Acc5: 70.26
2021-01-24 19:17:19 - INFO - Epoch: 9,	 Iter: 200,	 Loss: 2.14869,	 Val-Acc1: 42.14 (Best: 42.14),	 Val-Acc5: 73.98
2021-01-24 19:17:37 - INFO - Epoch: 9,	 Iter: 300,	 Loss: 2.44491,	 Val-Acc1: 43.04 (Best: 43.04),	 Val-Acc5: 73.94
2021-01-24 19:17:55 - INFO - Epoch: 9,	 Iter: 400,	 Loss: 2.23082,	 Val-Acc1: 45.78 (Best: 45.78),	 Val-Acc5: 77.38
2021-01-24 19:18:12 - INFO - Epoch: 9,	 Iter: 500,	 Loss: 2.32968,	 Val-Acc1: 47.64 (Best: 47.64),	 Val-Acc5: 77.60
2021-01-24 19:18:29 - INFO - Epoch: 9,	 Iter: 600,	 Loss: 2.29962,	 Val-Acc1: 43.82 (Best: 47.64),	 Val-Acc5: 75.42
2021-01-24 19:18:47 - INFO - Epoch: 9,	 Iter: 700,	 Loss: 2.11260,	 Val-Acc1: 49.32 (Best: 49.32),	 Val-Acc5: 79.62
2021-01-24 19:19:04 - INFO - Epoch: 9,	 Iter: 800,	 Loss: 2.18853,	 Val-Acc1: 47.96 (Best: 49.32),	 Val-Acc5: 77.70
2021-01-24 19:19:27 - INFO - Epoch: 10,	 Iter: 0,	 Loss: 2.08637,	 Val-Acc1: 50.28 (Best: 50.38),	 Val-Acc5: 80.56
2021-01-24 19:19:44 - INFO - Epoch: 10,	 Iter: 100,	 Loss: 2.25077,	 Val-Acc1: 51.08 (Best: 51.08),	 Val-Acc5: 80.90
2021-01-24 19:20:02 - INFO - Epoch: 10,	 Iter: 200,	 Loss: 2.15107,	 Val-Acc1: 51.42 (Best: 51.42),	 Val-Acc5: 81.12
2021-01-24 19:20:19 - INFO - Epoch: 10,	 Iter: 300,	 Loss: 1.73964,	 Val-Acc1: 51.10 (Best: 51.42),	 Val-Acc5: 82.18
2021-01-24 19:20:37 - INFO - Epoch: 10,	 Iter: 400,	 Loss: 1.90588,	 Val-Acc1: 49.88 (Best: 51.42),	 Val-Acc5: 79.74
2021-01-24 19:20:54 - INFO - Epoch: 10,	 Iter: 500,	 Loss: 2.35476,	 Val-Acc1: 52.42 (Best: 52.42),	 Val-Acc5: 81.86
2021-01-24 19:21:11 - INFO - Epoch: 10,	 Iter: 600,	 Loss: 2.19485,	 Val-Acc1: 52.36 (Best: 52.42),	 Val-Acc5: 82.38
2021-01-24 19:21:29 - INFO - Epoch: 10,	 Iter: 700,	 Loss: 2.06098,	 Val-Acc1: 54.64 (Best: 54.64),	 Val-Acc5: 83.28
2021-01-24 19:21:46 - INFO - Epoch: 10,	 Iter: 800,	 Loss: 1.74585,	 Val-Acc1: 54.48 (Best: 54.64),	 Val-Acc5: 83.42
2021-01-24 19:22:08 - INFO - Epoch: 11,	 Iter: 0,	 Loss: 2.01899,	 Val-Acc1: 54.00 (Best: 55.50),	 Val-Acc5: 83.62
2021-01-24 19:22:25 - INFO - Epoch: 11,	 Iter: 100,	 Loss: 1.90357,	 Val-Acc1: 54.92 (Best: 55.50),	 Val-Acc5: 84.44
2021-01-24 19:22:43 - INFO - Epoch: 11,	 Iter: 200,	 Loss: 1.68298,	 Val-Acc1: 56.12 (Best: 56.12),	 Val-Acc5: 84.46
2021-01-24 19:23:01 - INFO - Epoch: 11,	 Iter: 300,	 Loss: 1.99320,	 Val-Acc1: 55.54 (Best: 56.12),	 Val-Acc5: 84.40
2021-01-24 19:23:18 - INFO - Epoch: 11,	 Iter: 400,	 Loss: 1.85480,	 Val-Acc1: 57.16 (Best: 57.16),	 Val-Acc5: 85.14
2021-01-24 19:23:36 - INFO - Epoch: 11,	 Iter: 500,	 Loss: 1.87377,	 Val-Acc1: 57.56 (Best: 57.56),	 Val-Acc5: 85.10
2021-01-24 19:23:53 - INFO - Epoch: 11,	 Iter: 600,	 Loss: 1.84565,	 Val-Acc1: 57.52 (Best: 57.56),	 Val-Acc5: 85.44
2021-01-24 19:24:11 - INFO - Epoch: 11,	 Iter: 700,	 Loss: 1.89949,	 Val-Acc1: 57.74 (Best: 57.74),	 Val-Acc5: 85.40
2021-01-24 19:24:28 - INFO - Epoch: 11,	 Iter: 800,	 Loss: 1.85152,	 Val-Acc1: 57.48 (Best: 57.74),	 Val-Acc5: 84.92
2021-01-24 19:24:51 - INFO - Epoch: 12,	 Iter: 0,	 Loss: 1.63427,	 Val-Acc1: 57.86 (Best: 57.86),	 Val-Acc5: 86.22
2021-01-24 19:25:08 - INFO - Epoch: 12,	 Iter: 100,	 Loss: 1.96195,	 Val-Acc1: 58.82 (Best: 58.82),	 Val-Acc5: 86.66
2021-01-24 19:25:26 - INFO - Epoch: 12,	 Iter: 200,	 Loss: 1.51067,	 Val-Acc1: 58.36 (Best: 58.82),	 Val-Acc5: 86.50
2021-01-24 19:25:43 - INFO - Epoch: 12,	 Iter: 300,	 Loss: 1.52668,	 Val-Acc1: 58.08 (Best: 58.82),	 Val-Acc5: 85.60
2021-01-24 19:26:00 - INFO - Epoch: 12,	 Iter: 400,	 Loss: 1.88440,	 Val-Acc1: 59.90 (Best: 59.90),	 Val-Acc5: 86.54
2021-01-24 19:26:17 - INFO - Epoch: 12,	 Iter: 500,	 Loss: 1.90939,	 Val-Acc1: 58.70 (Best: 59.90),	 Val-Acc5: 86.08
2021-01-24 19:26:35 - INFO - Epoch: 12,	 Iter: 600,	 Loss: 1.96658,	 Val-Acc1: 59.08 (Best: 59.90),	 Val-Acc5: 86.56
2021-01-24 19:26:52 - INFO - Epoch: 12,	 Iter: 700,	 Loss: 1.85282,	 Val-Acc1: 59.50 (Best: 59.90),	 Val-Acc5: 87.36
2021-01-24 19:27:09 - INFO - Epoch: 12,	 Iter: 800,	 Loss: 1.57489,	 Val-Acc1: 58.84 (Best: 59.90),	 Val-Acc5: 86.30
2021-01-24 19:27:31 - INFO - Epoch: 13,	 Iter: 0,	 Loss: 1.24335,	 Val-Acc1: 60.26 (Best: 60.26),	 Val-Acc5: 86.36
2021-01-24 19:27:49 - INFO - Epoch: 13,	 Iter: 100,	 Loss: 1.20392,	 Val-Acc1: 60.32 (Best: 60.32),	 Val-Acc5: 87.40
2021-01-24 19:28:06 - INFO - Epoch: 13,	 Iter: 200,	 Loss: 1.72794,	 Val-Acc1: 59.10 (Best: 60.32),	 Val-Acc5: 86.52
2021-01-24 19:28:24 - INFO - Epoch: 13,	 Iter: 300,	 Loss: 1.72905,	 Val-Acc1: 60.66 (Best: 60.66),	 Val-Acc5: 86.74
2021-01-24 19:28:41 - INFO - Epoch: 13,	 Iter: 400,	 Loss: 1.61032,	 Val-Acc1: 59.20 (Best: 60.66),	 Val-Acc5: 86.40
2021-01-24 19:28:58 - INFO - Epoch: 13,	 Iter: 500,	 Loss: 1.37331,	 Val-Acc1: 60.38 (Best: 60.66),	 Val-Acc5: 87.02
2021-01-24 19:29:15 - INFO - Epoch: 13,	 Iter: 600,	 Loss: 1.96550,	 Val-Acc1: 59.98 (Best: 60.66),	 Val-Acc5: 87.20
2021-01-24 19:29:32 - INFO - Epoch: 13,	 Iter: 700,	 Loss: 1.81210,	 Val-Acc1: 60.50 (Best: 60.66),	 Val-Acc5: 87.28
2021-01-24 19:29:49 - INFO - Epoch: 13,	 Iter: 800,	 Loss: 1.74465,	 Val-Acc1: 60.54 (Best: 60.66),	 Val-Acc5: 86.30
2021-01-24 19:30:12 - INFO - Epoch: 14,	 Iter: 0,	 Loss: 1.56928,	 Val-Acc1: 60.98 (Best: 60.98),	 Val-Acc5: 87.18
2021-01-24 19:30:29 - INFO - Epoch: 14,	 Iter: 100,	 Loss: 1.54787,	 Val-Acc1: 60.62 (Best: 60.98),	 Val-Acc5: 87.26
2021-01-24 19:30:46 - INFO - Epoch: 14,	 Iter: 200,	 Loss: 1.40184,	 Val-Acc1: 61.68 (Best: 61.68),	 Val-Acc5: 87.32
2021-01-24 19:31:04 - INFO - Epoch: 14,	 Iter: 300,	 Loss: 1.55891,	 Val-Acc1: 61.94 (Best: 61.94),	 Val-Acc5: 87.02
2021-01-24 19:31:21 - INFO - Epoch: 14,	 Iter: 400,	 Loss: 1.59260,	 Val-Acc1: 61.80 (Best: 61.94),	 Val-Acc5: 87.52
2021-01-24 19:31:38 - INFO - Epoch: 14,	 Iter: 500,	 Loss: 1.45916,	 Val-Acc1: 60.98 (Best: 61.94),	 Val-Acc5: 87.24
2021-01-24 19:31:55 - INFO - Epoch: 14,	 Iter: 600,	 Loss: 1.77017,	 Val-Acc1: 61.58 (Best: 61.94),	 Val-Acc5: 87.86
2021-01-24 19:32:13 - INFO - Epoch: 14,	 Iter: 700,	 Loss: 1.56892,	 Val-Acc1: 62.68 (Best: 62.68),	 Val-Acc5: 88.18
2021-01-24 19:32:30 - INFO - Epoch: 14,	 Iter: 800,	 Loss: 1.41565,	 Val-Acc1: 60.94 (Best: 62.68),	 Val-Acc5: 87.30
2021-01-24 19:32:51 - INFO - Epoch: 15,	 Iter: 0,	 Loss: 1.63662,	 Val-Acc1: 62.08 (Best: 62.68),	 Val-Acc5: 87.20
2021-01-24 19:33:08 - INFO - Epoch: 15,	 Iter: 100,	 Loss: 1.66110,	 Val-Acc1: 62.64 (Best: 62.68),	 Val-Acc5: 88.30
2021-01-24 19:33:26 - INFO - Epoch: 15,	 Iter: 200,	 Loss: 1.85367,	 Val-Acc1: 63.00 (Best: 63.00),	 Val-Acc5: 87.36
2021-01-24 19:33:43 - INFO - Epoch: 15,	 Iter: 300,	 Loss: 1.41655,	 Val-Acc1: 62.06 (Best: 63.00),	 Val-Acc5: 88.10
2021-01-24 19:34:00 - INFO - Epoch: 15,	 Iter: 400,	 Loss: 1.46954,	 Val-Acc1: 62.84 (Best: 63.00),	 Val-Acc5: 87.66
2021-01-24 19:34:17 - INFO - Epoch: 15,	 Iter: 500,	 Loss: 1.47135,	 Val-Acc1: 62.50 (Best: 63.00),	 Val-Acc5: 88.18
2021-01-24 19:34:35 - INFO - Epoch: 15,	 Iter: 600,	 Loss: 1.51216,	 Val-Acc1: 63.26 (Best: 63.26),	 Val-Acc5: 87.20
2021-01-24 19:34:52 - INFO - Epoch: 15,	 Iter: 700,	 Loss: 1.58689,	 Val-Acc1: 61.92 (Best: 63.26),	 Val-Acc5: 88.52
2021-01-24 19:35:09 - INFO - Epoch: 15,	 Iter: 800,	 Loss: 1.47236,	 Val-Acc1: 62.70 (Best: 63.26),	 Val-Acc5: 88.32
2021-01-24 19:35:30 - INFO - Epoch: 16,	 Iter: 0,	 Loss: 1.32832,	 Val-Acc1: 63.10 (Best: 63.26),	 Val-Acc5: 88.36
2021-01-24 19:35:48 - INFO - Epoch: 16,	 Iter: 100,	 Loss: 1.52700,	 Val-Acc1: 63.78 (Best: 63.78),	 Val-Acc5: 88.32
2021-01-24 19:36:05 - INFO - Epoch: 16,	 Iter: 200,	 Loss: 1.43985,	 Val-Acc1: 63.68 (Best: 63.78),	 Val-Acc5: 89.00
2021-01-24 19:36:22 - INFO - Epoch: 16,	 Iter: 300,	 Loss: 1.39790,	 Val-Acc1: 63.30 (Best: 63.78),	 Val-Acc5: 88.12
2021-01-24 19:36:39 - INFO - Epoch: 16,	 Iter: 400,	 Loss: 1.48465,	 Val-Acc1: 63.40 (Best: 63.78),	 Val-Acc5: 88.30
2021-01-24 19:36:56 - INFO - Epoch: 16,	 Iter: 500,	 Loss: 1.66889,	 Val-Acc1: 63.32 (Best: 63.78),	 Val-Acc5: 88.04
2021-01-24 19:37:13 - INFO - Epoch: 16,	 Iter: 600,	 Loss: 1.35868,	 Val-Acc1: 63.52 (Best: 63.78),	 Val-Acc5: 88.16
2021-01-24 19:37:30 - INFO - Epoch: 16,	 Iter: 700,	 Loss: 1.38833,	 Val-Acc1: 62.72 (Best: 63.78),	 Val-Acc5: 88.24
2021-01-24 19:37:48 - INFO - Epoch: 16,	 Iter: 800,	 Loss: 1.57965,	 Val-Acc1: 64.26 (Best: 64.26),	 Val-Acc5: 88.50
2021-01-24 19:38:09 - INFO - Epoch: 17,	 Iter: 0,	 Loss: 1.22816,	 Val-Acc1: 64.14 (Best: 64.26),	 Val-Acc5: 88.72
2021-01-24 19:38:27 - INFO - Epoch: 17,	 Iter: 100,	 Loss: 1.21766,	 Val-Acc1: 64.28 (Best: 64.28),	 Val-Acc5: 88.42
2021-01-24 19:38:44 - INFO - Epoch: 17,	 Iter: 200,	 Loss: 1.21588,	 Val-Acc1: 63.76 (Best: 64.28),	 Val-Acc5: 88.26
2021-01-24 19:39:01 - INFO - Epoch: 17,	 Iter: 300,	 Loss: 1.25078,	 Val-Acc1: 64.16 (Best: 64.28),	 Val-Acc5: 88.12
2021-01-24 19:39:18 - INFO - Epoch: 17,	 Iter: 400,	 Loss: 1.33428,	 Val-Acc1: 64.10 (Best: 64.28),	 Val-Acc5: 88.90
2021-01-24 19:39:35 - INFO - Epoch: 17,	 Iter: 500,	 Loss: 1.29410,	 Val-Acc1: 63.54 (Best: 64.28),	 Val-Acc5: 88.54
2021-01-24 19:39:53 - INFO - Epoch: 17,	 Iter: 600,	 Loss: 1.18664,	 Val-Acc1: 64.38 (Best: 64.38),	 Val-Acc5: 88.98
2021-01-24 19:40:10 - INFO - Epoch: 17,	 Iter: 700,	 Loss: 1.26468,	 Val-Acc1: 64.08 (Best: 64.38),	 Val-Acc5: 88.54
2021-01-24 19:40:27 - INFO - Epoch: 17,	 Iter: 800,	 Loss: 1.37037,	 Val-Acc1: 64.04 (Best: 64.38),	 Val-Acc5: 88.08
2021-01-24 19:40:49 - INFO - Epoch: 18,	 Iter: 0,	 Loss: 1.32581,	 Val-Acc1: 63.70 (Best: 64.38),	 Val-Acc5: 88.34
2021-01-24 19:41:06 - INFO - Epoch: 18,	 Iter: 100,	 Loss: 1.37215,	 Val-Acc1: 64.36 (Best: 64.38),	 Val-Acc5: 88.24
2021-01-24 19:41:23 - INFO - Epoch: 18,	 Iter: 200,	 Loss: 1.39469,	 Val-Acc1: 63.62 (Best: 64.38),	 Val-Acc5: 87.22
2021-01-24 19:41:41 - INFO - Epoch: 18,	 Iter: 300,	 Loss: 1.56620,	 Val-Acc1: 64.44 (Best: 64.44),	 Val-Acc5: 88.56
2021-01-24 19:41:58 - INFO - Epoch: 18,	 Iter: 400,	 Loss: 1.17691,	 Val-Acc1: 65.20 (Best: 65.20),	 Val-Acc5: 88.46
2021-01-24 19:42:15 - INFO - Epoch: 18,	 Iter: 500,	 Loss: 1.39048,	 Val-Acc1: 64.46 (Best: 65.20),	 Val-Acc5: 88.64
2021-01-24 19:42:32 - INFO - Epoch: 18,	 Iter: 600,	 Loss: 1.15077,	 Val-Acc1: 64.92 (Best: 65.20),	 Val-Acc5: 88.46
2021-01-24 19:42:49 - INFO - Epoch: 18,	 Iter: 700,	 Loss: 1.25581,	 Val-Acc1: 65.20 (Best: 65.20),	 Val-Acc5: 88.92
2021-01-24 19:43:07 - INFO - Epoch: 18,	 Iter: 800,	 Loss: 1.36170,	 Val-Acc1: 64.78 (Best: 65.20),	 Val-Acc5: 88.52
2021-01-24 19:43:29 - INFO - Epoch: 19,	 Iter: 0,	 Loss: 1.10350,	 Val-Acc1: 64.94 (Best: 65.20),	 Val-Acc5: 88.80
2021-01-24 19:43:46 - INFO - Epoch: 19,	 Iter: 100,	 Loss: 1.40332,	 Val-Acc1: 65.52 (Best: 65.52),	 Val-Acc5: 88.38
2021-01-24 19:44:04 - INFO - Epoch: 19,	 Iter: 200,	 Loss: 1.25841,	 Val-Acc1: 64.60 (Best: 65.52),	 Val-Acc5: 88.04
2021-01-24 19:44:20 - INFO - Epoch: 19,	 Iter: 300,	 Loss: 1.45252,	 Val-Acc1: 64.70 (Best: 65.52),	 Val-Acc5: 88.82
2021-01-24 19:44:37 - INFO - Epoch: 19,	 Iter: 400,	 Loss: 1.21629,	 Val-Acc1: 64.64 (Best: 65.52),	 Val-Acc5: 89.02
2021-01-24 19:44:55 - INFO - Epoch: 19,	 Iter: 500,	 Loss: 1.15603,	 Val-Acc1: 64.94 (Best: 65.52),	 Val-Acc5: 89.16
2021-01-24 19:45:12 - INFO - Epoch: 19,	 Iter: 600,	 Loss: 0.98617,	 Val-Acc1: 65.16 (Best: 65.52),	 Val-Acc5: 88.68
2021-01-24 19:45:29 - INFO - Epoch: 19,	 Iter: 700,	 Loss: 1.15506,	 Val-Acc1: 64.66 (Best: 65.52),	 Val-Acc5: 89.14
2021-01-24 19:45:46 - INFO - Epoch: 19,	 Iter: 800,	 Loss: 1.47360,	 Val-Acc1: 65.42 (Best: 65.52),	 Val-Acc5: 88.56
2021-01-24 19:46:09 - INFO - Epoch: 20,	 Iter: 0,	 Loss: 1.04674,	 Val-Acc1: 64.48 (Best: 65.72),	 Val-Acc5: 88.48
2021-01-24 19:46:26 - INFO - Epoch: 20,	 Iter: 100,	 Loss: 1.28788,	 Val-Acc1: 65.82 (Best: 65.82),	 Val-Acc5: 88.84
2021-01-24 19:46:44 - INFO - Epoch: 20,	 Iter: 200,	 Loss: 1.12242,	 Val-Acc1: 65.92 (Best: 65.92),	 Val-Acc5: 88.70
2021-01-24 19:47:01 - INFO - Epoch: 20,	 Iter: 300,	 Loss: 1.17538,	 Val-Acc1: 66.26 (Best: 66.26),	 Val-Acc5: 88.40
2021-01-24 19:47:19 - INFO - Epoch: 20,	 Iter: 400,	 Loss: 1.45228,	 Val-Acc1: 65.92 (Best: 66.26),	 Val-Acc5: 88.66
2021-01-24 19:47:36 - INFO - Epoch: 20,	 Iter: 500,	 Loss: 1.31659,	 Val-Acc1: 65.92 (Best: 66.26),	 Val-Acc5: 88.70
2021-01-24 19:47:53 - INFO - Epoch: 20,	 Iter: 600,	 Loss: 1.49079,	 Val-Acc1: 66.06 (Best: 66.26),	 Val-Acc5: 89.68
2021-01-24 19:48:10 - INFO - Epoch: 20,	 Iter: 700,	 Loss: 1.41066,	 Val-Acc1: 65.84 (Best: 66.26),	 Val-Acc5: 88.40
2021-01-24 19:48:27 - INFO - Epoch: 20,	 Iter: 800,	 Loss: 1.36905,	 Val-Acc1: 65.52 (Best: 66.26),	 Val-Acc5: 89.48
2021-01-24 19:48:49 - INFO - Epoch: 21,	 Iter: 0,	 Loss: 1.12220,	 Val-Acc1: 64.88 (Best: 66.26),	 Val-Acc5: 89.50
2021-01-24 19:49:06 - INFO - Epoch: 21,	 Iter: 100,	 Loss: 1.15884,	 Val-Acc1: 65.94 (Best: 66.26),	 Val-Acc5: 89.12
2021-01-24 19:49:23 - INFO - Epoch: 21,	 Iter: 200,	 Loss: 1.08277,	 Val-Acc1: 66.12 (Best: 66.26),	 Val-Acc5: 89.00
2021-01-24 19:49:41 - INFO - Epoch: 21,	 Iter: 300,	 Loss: 1.06098,	 Val-Acc1: 66.36 (Best: 66.36),	 Val-Acc5: 88.82
2021-01-24 19:49:58 - INFO - Epoch: 21,	 Iter: 400,	 Loss: 1.21457,	 Val-Acc1: 66.72 (Best: 66.72),	 Val-Acc5: 89.02
2021-01-24 19:50:15 - INFO - Epoch: 21,	 Iter: 500,	 Loss: 1.35079,	 Val-Acc1: 66.20 (Best: 66.72),	 Val-Acc5: 88.92
2021-01-24 19:50:32 - INFO - Epoch: 21,	 Iter: 600,	 Loss: 1.34459,	 Val-Acc1: 66.62 (Best: 66.72),	 Val-Acc5: 89.24
2021-01-24 19:50:49 - INFO - Epoch: 21,	 Iter: 700,	 Loss: 0.94938,	 Val-Acc1: 66.44 (Best: 66.72),	 Val-Acc5: 89.38
2021-01-24 19:51:07 - INFO - Epoch: 21,	 Iter: 800,	 Loss: 1.04163,	 Val-Acc1: 67.04 (Best: 67.04),	 Val-Acc5: 88.96
2021-01-24 19:51:29 - INFO - Epoch: 22,	 Iter: 0,	 Loss: 1.06057,	 Val-Acc1: 66.92 (Best: 67.24),	 Val-Acc5: 89.62
2021-01-24 19:51:46 - INFO - Epoch: 22,	 Iter: 100,	 Loss: 1.07253,	 Val-Acc1: 66.92 (Best: 67.24),	 Val-Acc5: 89.32
2021-01-24 19:52:03 - INFO - Epoch: 22,	 Iter: 200,	 Loss: 0.88950,	 Val-Acc1: 66.86 (Best: 67.24),	 Val-Acc5: 89.26
2021-01-24 19:52:20 - INFO - Epoch: 22,	 Iter: 300,	 Loss: 1.20801,	 Val-Acc1: 66.30 (Best: 67.24),	 Val-Acc5: 89.34
2021-01-24 19:52:37 - INFO - Epoch: 22,	 Iter: 400,	 Loss: 1.09313,	 Val-Acc1: 66.54 (Best: 67.24),	 Val-Acc5: 89.30
2021-01-24 19:52:55 - INFO - Epoch: 22,	 Iter: 500,	 Loss: 1.46893,	 Val-Acc1: 67.54 (Best: 67.54),	 Val-Acc5: 89.80
2021-01-24 19:53:12 - INFO - Epoch: 22,	 Iter: 600,	 Loss: 0.83447,	 Val-Acc1: 67.64 (Best: 67.64),	 Val-Acc5: 90.06
2021-01-24 19:53:29 - INFO - Epoch: 22,	 Iter: 700,	 Loss: 0.98301,	 Val-Acc1: 66.76 (Best: 67.64),	 Val-Acc5: 89.50
2021-01-24 19:53:46 - INFO - Epoch: 22,	 Iter: 800,	 Loss: 1.06761,	 Val-Acc1: 66.34 (Best: 67.64),	 Val-Acc5: 89.04
2021-01-24 19:54:08 - INFO - Epoch: 23,	 Iter: 0,	 Loss: 1.05917,	 Val-Acc1: 66.50 (Best: 67.64),	 Val-Acc5: 89.40
2021-01-24 19:54:25 - INFO - Epoch: 23,	 Iter: 100,	 Loss: 1.10152,	 Val-Acc1: 67.30 (Best: 67.64),	 Val-Acc5: 89.58
2021-01-24 19:54:43 - INFO - Epoch: 23,	 Iter: 200,	 Loss: 1.10959,	 Val-Acc1: 68.34 (Best: 68.34),	 Val-Acc5: 89.64
2021-01-24 19:55:00 - INFO - Epoch: 23,	 Iter: 300,	 Loss: 0.92757,	 Val-Acc1: 66.98 (Best: 68.34),	 Val-Acc5: 89.40
2021-01-24 19:55:17 - INFO - Epoch: 23,	 Iter: 400,	 Loss: 1.10890,	 Val-Acc1: 66.42 (Best: 68.34),	 Val-Acc5: 89.02
2021-01-24 19:55:34 - INFO - Epoch: 23,	 Iter: 500,	 Loss: 1.20192,	 Val-Acc1: 67.00 (Best: 68.34),	 Val-Acc5: 89.12
2021-01-24 19:55:51 - INFO - Epoch: 23,	 Iter: 600,	 Loss: 1.01753,	 Val-Acc1: 66.48 (Best: 68.34),	 Val-Acc5: 89.42
2021-01-24 19:56:08 - INFO - Epoch: 23,	 Iter: 700,	 Loss: 1.04592,	 Val-Acc1: 66.68 (Best: 68.34),	 Val-Acc5: 89.38
2021-01-24 19:56:25 - INFO - Epoch: 23,	 Iter: 800,	 Loss: 1.00091,	 Val-Acc1: 67.36 (Best: 68.34),	 Val-Acc5: 90.08
2021-01-24 19:56:48 - INFO - Epoch: 24,	 Iter: 0,	 Loss: 0.88054,	 Val-Acc1: 66.80 (Best: 68.34),	 Val-Acc5: 89.18
2021-01-24 19:57:06 - INFO - Epoch: 24,	 Iter: 100,	 Loss: 1.08644,	 Val-Acc1: 67.20 (Best: 68.34),	 Val-Acc5: 89.70
2021-01-24 19:57:24 - INFO - Epoch: 24,	 Iter: 200,	 Loss: 1.19313,	 Val-Acc1: 67.04 (Best: 68.34),	 Val-Acc5: 89.34
2021-01-24 19:57:41 - INFO - Epoch: 24,	 Iter: 300,	 Loss: 1.07953,	 Val-Acc1: 67.00 (Best: 68.34),	 Val-Acc5: 88.42
2021-01-24 19:57:59 - INFO - Epoch: 24,	 Iter: 400,	 Loss: 1.07816,	 Val-Acc1: 67.56 (Best: 68.34),	 Val-Acc5: 89.26
2021-01-24 19:58:16 - INFO - Epoch: 24,	 Iter: 500,	 Loss: 0.89682,	 Val-Acc1: 67.54 (Best: 68.34),	 Val-Acc5: 89.08
2021-01-24 19:58:33 - INFO - Epoch: 24,	 Iter: 600,	 Loss: 0.97516,	 Val-Acc1: 67.06 (Best: 68.34),	 Val-Acc5: 89.30
2021-01-24 19:58:50 - INFO - Epoch: 24,	 Iter: 700,	 Loss: 1.27710,	 Val-Acc1: 67.06 (Best: 68.34),	 Val-Acc5: 89.50
2021-01-24 19:59:07 - INFO - Epoch: 24,	 Iter: 800,	 Loss: 1.25893,	 Val-Acc1: 66.84 (Best: 68.34),	 Val-Acc5: 89.40
2021-01-24 19:59:29 - INFO - Epoch: 25,	 Iter: 0,	 Loss: 1.00282,	 Val-Acc1: 67.52 (Best: 68.34),	 Val-Acc5: 88.74
2021-01-24 19:59:47 - INFO - Epoch: 25,	 Iter: 100,	 Loss: 0.88111,	 Val-Acc1: 67.46 (Best: 68.34),	 Val-Acc5: 89.00
2021-01-24 20:00:04 - INFO - Epoch: 25,	 Iter: 200,	 Loss: 1.16424,	 Val-Acc1: 66.94 (Best: 68.34),	 Val-Acc5: 88.54
2021-01-24 20:00:21 - INFO - Epoch: 25,	 Iter: 300,	 Loss: 1.11509,	 Val-Acc1: 67.82 (Best: 68.34),	 Val-Acc5: 89.40
2021-01-24 20:00:38 - INFO - Epoch: 25,	 Iter: 400,	 Loss: 1.14097,	 Val-Acc1: 67.46 (Best: 68.34),	 Val-Acc5: 89.38
2021-01-24 20:00:55 - INFO - Epoch: 25,	 Iter: 500,	 Loss: 1.08017,	 Val-Acc1: 67.56 (Best: 68.34),	 Val-Acc5: 88.76
2021-01-24 20:01:12 - INFO - Epoch: 25,	 Iter: 600,	 Loss: 1.16581,	 Val-Acc1: 67.64 (Best: 68.34),	 Val-Acc5: 89.42
2021-01-24 20:01:29 - INFO - Epoch: 25,	 Iter: 700,	 Loss: 1.11322,	 Val-Acc1: 68.16 (Best: 68.34),	 Val-Acc5: 89.02
2021-01-24 20:01:46 - INFO - Epoch: 25,	 Iter: 800,	 Loss: 1.19461,	 Val-Acc1: 67.42 (Best: 68.34),	 Val-Acc5: 89.04
2021-01-24 20:02:08 - INFO - Epoch: 26,	 Iter: 0,	 Loss: 0.93740,	 Val-Acc1: 67.44 (Best: 68.34),	 Val-Acc5: 89.04
2021-01-24 20:02:25 - INFO - Epoch: 26,	 Iter: 100,	 Loss: 1.01723,	 Val-Acc1: 67.54 (Best: 68.34),	 Val-Acc5: 89.22
2021-01-24 20:02:42 - INFO - Epoch: 26,	 Iter: 200,	 Loss: 0.98082,	 Val-Acc1: 67.76 (Best: 68.34),	 Val-Acc5: 88.84
2021-01-24 20:02:59 - INFO - Epoch: 26,	 Iter: 300,	 Loss: 1.07044,	 Val-Acc1: 67.64 (Best: 68.34),	 Val-Acc5: 88.84
2021-01-24 20:03:16 - INFO - Epoch: 26,	 Iter: 400,	 Loss: 1.00578,	 Val-Acc1: 67.40 (Best: 68.34),	 Val-Acc5: 89.32
2021-01-24 20:03:33 - INFO - Epoch: 26,	 Iter: 500,	 Loss: 1.14830,	 Val-Acc1: 67.46 (Best: 68.34),	 Val-Acc5: 88.76
2021-01-24 20:03:50 - INFO - Epoch: 26,	 Iter: 600,	 Loss: 0.82236,	 Val-Acc1: 68.02 (Best: 68.34),	 Val-Acc5: 89.12
2021-01-24 20:04:07 - INFO - Epoch: 26,	 Iter: 700,	 Loss: 1.16285,	 Val-Acc1: 67.44 (Best: 68.34),	 Val-Acc5: 89.00
2021-01-24 20:04:24 - INFO - Epoch: 26,	 Iter: 800,	 Loss: 1.17601,	 Val-Acc1: 67.94 (Best: 68.34),	 Val-Acc5: 89.38
2021-01-24 20:04:47 - INFO - Epoch: 27,	 Iter: 0,	 Loss: 1.02622,	 Val-Acc1: 66.72 (Best: 68.34),	 Val-Acc5: 89.14
2021-01-24 20:05:04 - INFO - Epoch: 27,	 Iter: 100,	 Loss: 0.92024,	 Val-Acc1: 68.00 (Best: 68.34),	 Val-Acc5: 89.10
2021-01-24 20:05:21 - INFO - Epoch: 27,	 Iter: 200,	 Loss: 0.71176,	 Val-Acc1: 68.06 (Best: 68.34),	 Val-Acc5: 88.94
2021-01-24 20:05:39 - INFO - Epoch: 27,	 Iter: 300,	 Loss: 0.99687,	 Val-Acc1: 67.36 (Best: 68.34),	 Val-Acc5: 89.68
2021-01-24 20:05:56 - INFO - Epoch: 27,	 Iter: 400,	 Loss: 0.84788,	 Val-Acc1: 67.16 (Best: 68.34),	 Val-Acc5: 89.06
2021-01-24 20:06:13 - INFO - Epoch: 27,	 Iter: 500,	 Loss: 0.78675,	 Val-Acc1: 67.80 (Best: 68.34),	 Val-Acc5: 89.10
2021-01-24 20:06:30 - INFO - Epoch: 27,	 Iter: 600,	 Loss: 1.31229,	 Val-Acc1: 67.62 (Best: 68.34),	 Val-Acc5: 89.02
2021-01-24 20:06:47 - INFO - Epoch: 27,	 Iter: 700,	 Loss: 1.21647,	 Val-Acc1: 67.52 (Best: 68.34),	 Val-Acc5: 89.26
2021-01-24 20:07:04 - INFO - Epoch: 27,	 Iter: 800,	 Loss: 1.07541,	 Val-Acc1: 67.80 (Best: 68.34),	 Val-Acc5: 89.20
2021-01-24 20:07:25 - INFO - Epoch: 28,	 Iter: 0,	 Loss: 1.10049,	 Val-Acc1: 67.62 (Best: 68.34),	 Val-Acc5: 88.92
2021-01-24 20:07:42 - INFO - Epoch: 28,	 Iter: 100,	 Loss: 1.08353,	 Val-Acc1: 67.30 (Best: 68.34),	 Val-Acc5: 88.76
2021-01-24 20:07:59 - INFO - Epoch: 28,	 Iter: 200,	 Loss: 1.09439,	 Val-Acc1: 67.10 (Best: 68.34),	 Val-Acc5: 89.18
2021-01-24 20:08:16 - INFO - Epoch: 28,	 Iter: 300,	 Loss: 0.89017,	 Val-Acc1: 68.30 (Best: 68.34),	 Val-Acc5: 88.76
2021-01-24 20:08:34 - INFO - Epoch: 28,	 Iter: 400,	 Loss: 1.18846,	 Val-Acc1: 67.40 (Best: 68.34),	 Val-Acc5: 89.10
2021-01-24 20:08:51 - INFO - Epoch: 28,	 Iter: 500,	 Loss: 1.02803,	 Val-Acc1: 67.70 (Best: 68.34),	 Val-Acc5: 88.62
2021-01-24 20:09:08 - INFO - Epoch: 28,	 Iter: 600,	 Loss: 0.94977,	 Val-Acc1: 67.84 (Best: 68.34),	 Val-Acc5: 89.06
2021-01-24 20:09:25 - INFO - Epoch: 28,	 Iter: 700,	 Loss: 0.97464,	 Val-Acc1: 67.54 (Best: 68.34),	 Val-Acc5: 89.18
2021-01-24 20:09:42 - INFO - Epoch: 28,	 Iter: 800,	 Loss: 0.93361,	 Val-Acc1: 67.50 (Best: 68.34),	 Val-Acc5: 88.70
2021-01-24 20:10:03 - INFO - Epoch: 29,	 Iter: 0,	 Loss: 0.74840,	 Val-Acc1: 67.78 (Best: 68.34),	 Val-Acc5: 89.16
2021-01-24 20:10:20 - INFO - Epoch: 29,	 Iter: 100,	 Loss: 1.05961,	 Val-Acc1: 67.16 (Best: 68.34),	 Val-Acc5: 89.00
2021-01-24 20:10:37 - INFO - Epoch: 29,	 Iter: 200,	 Loss: 0.97416,	 Val-Acc1: 67.68 (Best: 68.34),	 Val-Acc5: 88.88
2021-01-24 20:10:54 - INFO - Epoch: 29,	 Iter: 300,	 Loss: 0.94961,	 Val-Acc1: 67.14 (Best: 68.34),	 Val-Acc5: 88.96
2021-01-24 20:11:11 - INFO - Epoch: 29,	 Iter: 400,	 Loss: 0.84309,	 Val-Acc1: 67.20 (Best: 68.34),	 Val-Acc5: 88.86
2021-01-24 20:11:28 - INFO - Epoch: 29,	 Iter: 500,	 Loss: 0.82856,	 Val-Acc1: 67.94 (Best: 68.34),	 Val-Acc5: 89.48
2021-01-24 20:11:45 - INFO - Epoch: 29,	 Iter: 600,	 Loss: 0.97123,	 Val-Acc1: 67.96 (Best: 68.34),	 Val-Acc5: 88.94
2021-01-24 20:12:03 - INFO - Epoch: 29,	 Iter: 700,	 Loss: 0.90921,	 Val-Acc1: 66.24 (Best: 68.34),	 Val-Acc5: 88.48
2021-01-24 20:12:20 - INFO - Epoch: 29,	 Iter: 800,	 Loss: 1.08703,	 Val-Acc1: 67.88 (Best: 68.34),	 Val-Acc5: 89.14
2021-01-24 20:12:41 - INFO - Epoch: 30,	 Iter: 0,	 Loss: 0.94352,	 Val-Acc1: 67.50 (Best: 68.34),	 Val-Acc5: 89.16
2021-01-24 20:12:58 - INFO - Epoch: 30,	 Iter: 100,	 Loss: 0.83612,	 Val-Acc1: 67.56 (Best: 68.34),	 Val-Acc5: 88.78
2021-01-24 20:13:15 - INFO - Epoch: 30,	 Iter: 200,	 Loss: 1.07742,	 Val-Acc1: 67.70 (Best: 68.34),	 Val-Acc5: 88.44
2021-01-24 20:13:32 - INFO - Epoch: 30,	 Iter: 300,	 Loss: 0.79814,	 Val-Acc1: 67.76 (Best: 68.34),	 Val-Acc5: 88.68
2021-01-24 20:13:49 - INFO - Epoch: 30,	 Iter: 400,	 Loss: 1.09399,	 Val-Acc1: 67.36 (Best: 68.34),	 Val-Acc5: 89.22
2021-01-24 20:14:06 - INFO - Epoch: 30,	 Iter: 500,	 Loss: 1.08081,	 Val-Acc1: 67.92 (Best: 68.34),	 Val-Acc5: 88.58
2021-01-24 20:14:23 - INFO - Epoch: 30,	 Iter: 600,	 Loss: 1.18591,	 Val-Acc1: 66.94 (Best: 68.34),	 Val-Acc5: 88.76
2021-01-24 20:14:40 - INFO - Epoch: 30,	 Iter: 700,	 Loss: 1.04185,	 Val-Acc1: 67.88 (Best: 68.34),	 Val-Acc5: 89.02
2021-01-24 20:14:57 - INFO - Epoch: 30,	 Iter: 800,	 Loss: 0.87415,	 Val-Acc1: 66.68 (Best: 68.34),	 Val-Acc5: 88.54
2021-01-24 20:15:19 - INFO - Epoch: 31,	 Iter: 0,	 Loss: 0.78087,	 Val-Acc1: 67.38 (Best: 68.34),	 Val-Acc5: 88.42
2021-01-24 20:15:36 - INFO - Epoch: 31,	 Iter: 100,	 Loss: 0.89859,	 Val-Acc1: 67.90 (Best: 68.34),	 Val-Acc5: 89.30
2021-01-24 20:15:53 - INFO - Epoch: 31,	 Iter: 200,	 Loss: 0.91049,	 Val-Acc1: 66.80 (Best: 68.34),	 Val-Acc5: 88.32
2021-01-24 20:16:10 - INFO - Epoch: 31,	 Iter: 300,	 Loss: 0.80579,	 Val-Acc1: 67.86 (Best: 68.34),	 Val-Acc5: 88.84
2021-01-24 20:16:27 - INFO - Epoch: 31,	 Iter: 400,	 Loss: 1.05373,	 Val-Acc1: 68.04 (Best: 68.34),	 Val-Acc5: 88.58
2021-01-24 20:16:44 - INFO - Epoch: 31,	 Iter: 500,	 Loss: 0.88009,	 Val-Acc1: 67.74 (Best: 68.34),	 Val-Acc5: 88.66
2021-01-24 20:17:01 - INFO - Epoch: 31,	 Iter: 600,	 Loss: 0.90327,	 Val-Acc1: 67.38 (Best: 68.34),	 Val-Acc5: 89.02
2021-01-24 20:17:18 - INFO - Epoch: 31,	 Iter: 700,	 Loss: 1.00143,	 Val-Acc1: 67.88 (Best: 68.34),	 Val-Acc5: 88.96
2021-01-24 20:17:35 - INFO - Epoch: 31,	 Iter: 800,	 Loss: 0.80945,	 Val-Acc1: 67.64 (Best: 68.34),	 Val-Acc5: 88.08
2021-01-24 20:17:57 - INFO - Epoch: 32,	 Iter: 0,	 Loss: 0.87021,	 Val-Acc1: 67.66 (Best: 68.34),	 Val-Acc5: 89.04
2021-01-24 20:18:14 - INFO - Epoch: 32,	 Iter: 100,	 Loss: 1.07292,	 Val-Acc1: 67.34 (Best: 68.34),	 Val-Acc5: 88.56
2021-01-24 20:18:31 - INFO - Epoch: 32,	 Iter: 200,	 Loss: 0.74402,	 Val-Acc1: 68.40 (Best: 68.40),	 Val-Acc5: 89.20
2021-01-24 20:18:49 - INFO - Epoch: 32,	 Iter: 300,	 Loss: 0.97718,	 Val-Acc1: 68.66 (Best: 68.66),	 Val-Acc5: 89.00
2021-01-24 20:19:06 - INFO - Epoch: 32,	 Iter: 400,	 Loss: 0.76461,	 Val-Acc1: 68.14 (Best: 68.66),	 Val-Acc5: 88.58
2021-01-24 20:19:23 - INFO - Epoch: 32,	 Iter: 500,	 Loss: 1.07898,	 Val-Acc1: 68.34 (Best: 68.66),	 Val-Acc5: 89.46
2021-01-24 20:19:40 - INFO - Epoch: 32,	 Iter: 600,	 Loss: 0.89370,	 Val-Acc1: 68.04 (Best: 68.66),	 Val-Acc5: 88.16
2021-01-24 20:19:57 - INFO - Epoch: 32,	 Iter: 700,	 Loss: 0.80529,	 Val-Acc1: 68.30 (Best: 68.66),	 Val-Acc5: 88.46
2021-01-24 20:20:14 - INFO - Epoch: 32,	 Iter: 800,	 Loss: 0.89992,	 Val-Acc1: 68.20 (Best: 68.66),	 Val-Acc5: 88.40
2021-01-24 20:20:36 - INFO - Epoch: 33,	 Iter: 0,	 Loss: 0.83600,	 Val-Acc1: 68.10 (Best: 68.66),	 Val-Acc5: 88.42
2021-01-24 20:20:53 - INFO - Epoch: 33,	 Iter: 100,	 Loss: 0.91448,	 Val-Acc1: 67.26 (Best: 68.66),	 Val-Acc5: 88.62
2021-01-24 20:21:11 - INFO - Epoch: 33,	 Iter: 200,	 Loss: 1.08484,	 Val-Acc1: 68.72 (Best: 68.72),	 Val-Acc5: 88.96
2021-01-24 20:21:28 - INFO - Epoch: 33,	 Iter: 300,	 Loss: 1.01994,	 Val-Acc1: 67.98 (Best: 68.72),	 Val-Acc5: 88.76
2021-01-24 20:21:28 - INFO - lr: 0.0004
2021-01-24 20:21:45 - INFO - Epoch: 33,	 Iter: 400,	 Loss: 0.94790,	 Val-Acc1: 68.42 (Best: 68.72),	 Val-Acc5: 89.16
2021-01-24 20:22:02 - INFO - Epoch: 33,	 Iter: 500,	 Loss: 0.78402,	 Val-Acc1: 69.18 (Best: 69.18),	 Val-Acc5: 89.46
2021-01-24 20:22:19 - INFO - Epoch: 33,	 Iter: 600,	 Loss: 0.75431,	 Val-Acc1: 68.66 (Best: 69.18),	 Val-Acc5: 89.44
2021-01-24 20:22:36 - INFO - Epoch: 33,	 Iter: 700,	 Loss: 0.86244,	 Val-Acc1: 69.00 (Best: 69.18),	 Val-Acc5: 89.54
2021-01-24 20:22:53 - INFO - Epoch: 33,	 Iter: 800,	 Loss: 0.86960,	 Val-Acc1: 68.88 (Best: 69.18),	 Val-Acc5: 88.86
2021-01-24 20:23:15 - INFO - Epoch: 34,	 Iter: 0,	 Loss: 0.79713,	 Val-Acc1: 69.16 (Best: 69.18),	 Val-Acc5: 89.44
2021-01-24 20:23:32 - INFO - Epoch: 34,	 Iter: 100,	 Loss: 0.91027,	 Val-Acc1: 68.96 (Best: 69.18),	 Val-Acc5: 89.38
2021-01-24 20:23:49 - INFO - Epoch: 34,	 Iter: 200,	 Loss: 0.76137,	 Val-Acc1: 69.18 (Best: 69.18),	 Val-Acc5: 88.70
2021-01-24 20:24:07 - INFO - Epoch: 34,	 Iter: 300,	 Loss: 0.99871,	 Val-Acc1: 69.64 (Best: 69.64),	 Val-Acc5: 88.94
2021-01-24 20:24:24 - INFO - Epoch: 34,	 Iter: 400,	 Loss: 1.09487,	 Val-Acc1: 69.06 (Best: 69.64),	 Val-Acc5: 89.46
2021-01-24 20:24:42 - INFO - Epoch: 34,	 Iter: 500,	 Loss: 0.91290,	 Val-Acc1: 69.70 (Best: 69.70),	 Val-Acc5: 89.72
2021-01-24 20:24:59 - INFO - Epoch: 34,	 Iter: 600,	 Loss: 0.86337,	 Val-Acc1: 69.34 (Best: 69.70),	 Val-Acc5: 89.88
2021-01-24 20:25:16 - INFO - Epoch: 34,	 Iter: 700,	 Loss: 0.80193,	 Val-Acc1: 69.16 (Best: 69.70),	 Val-Acc5: 89.74
2021-01-24 20:25:33 - INFO - Epoch: 34,	 Iter: 800,	 Loss: 0.74789,	 Val-Acc1: 69.04 (Best: 69.70),	 Val-Acc5: 89.10
2021-01-24 20:25:55 - INFO - Epoch: 35,	 Iter: 0,	 Loss: 0.84110,	 Val-Acc1: 68.76 (Best: 69.70),	 Val-Acc5: 89.50
2021-01-24 20:26:12 - INFO - Epoch: 35,	 Iter: 100,	 Loss: 0.79336,	 Val-Acc1: 69.70 (Best: 69.70),	 Val-Acc5: 89.44
2021-01-24 20:26:29 - INFO - Epoch: 35,	 Iter: 200,	 Loss: 0.90860,	 Val-Acc1: 68.96 (Best: 69.70),	 Val-Acc5: 89.20
2021-01-24 20:26:46 - INFO - Epoch: 35,	 Iter: 300,	 Loss: 0.81787,	 Val-Acc1: 69.04 (Best: 69.70),	 Val-Acc5: 89.22
2021-01-24 20:27:03 - INFO - Epoch: 35,	 Iter: 400,	 Loss: 0.85838,	 Val-Acc1: 68.74 (Best: 69.70),	 Val-Acc5: 88.90
2021-01-24 20:27:20 - INFO - Epoch: 35,	 Iter: 500,	 Loss: 0.70675,	 Val-Acc1: 69.24 (Best: 69.70),	 Val-Acc5: 89.46
2021-01-24 20:27:38 - INFO - Epoch: 35,	 Iter: 600,	 Loss: 1.04082,	 Val-Acc1: 69.42 (Best: 69.70),	 Val-Acc5: 89.06
2021-01-24 20:27:55 - INFO - Epoch: 35,	 Iter: 700,	 Loss: 0.94507,	 Val-Acc1: 69.74 (Best: 69.74),	 Val-Acc5: 89.68
2021-01-24 20:28:12 - INFO - Epoch: 35,	 Iter: 800,	 Loss: 0.74811,	 Val-Acc1: 69.70 (Best: 69.74),	 Val-Acc5: 89.90
2021-01-24 20:28:34 - INFO - Epoch: 36,	 Iter: 0,	 Loss: 0.54606,	 Val-Acc1: 69.04 (Best: 69.74),	 Val-Acc5: 89.64
2021-01-24 20:28:51 - INFO - Epoch: 36,	 Iter: 100,	 Loss: 0.60139,	 Val-Acc1: 69.52 (Best: 69.74),	 Val-Acc5: 89.16
2021-01-24 20:29:08 - INFO - Epoch: 36,	 Iter: 200,	 Loss: 0.72650,	 Val-Acc1: 69.38 (Best: 69.74),	 Val-Acc5: 89.50
2021-01-24 20:29:25 - INFO - Epoch: 36,	 Iter: 300,	 Loss: 0.94479,	 Val-Acc1: 69.04 (Best: 69.74),	 Val-Acc5: 88.98
2021-01-24 20:29:43 - INFO - Epoch: 36,	 Iter: 400,	 Loss: 0.88553,	 Val-Acc1: 69.18 (Best: 69.74),	 Val-Acc5: 89.46
2021-01-24 20:30:00 - INFO - Epoch: 36,	 Iter: 500,	 Loss: 0.65123,	 Val-Acc1: 69.04 (Best: 69.74),	 Val-Acc5: 89.16
2021-01-24 20:30:17 - INFO - Epoch: 36,	 Iter: 600,	 Loss: 0.70685,	 Val-Acc1: 69.44 (Best: 69.74),	 Val-Acc5: 88.44
2021-01-24 20:30:34 - INFO - Epoch: 36,	 Iter: 700,	 Loss: 0.70903,	 Val-Acc1: 68.48 (Best: 69.74),	 Val-Acc5: 88.96
2021-01-24 20:30:51 - INFO - Epoch: 36,	 Iter: 800,	 Loss: 0.71029,	 Val-Acc1: 69.50 (Best: 69.74),	 Val-Acc5: 88.96
2021-01-24 20:31:13 - INFO - Epoch: 37,	 Iter: 0,	 Loss: 0.73116,	 Val-Acc1: 69.32 (Best: 69.74),	 Val-Acc5: 89.50
2021-01-24 20:31:30 - INFO - Epoch: 37,	 Iter: 100,	 Loss: 0.67759,	 Val-Acc1: 69.12 (Best: 69.74),	 Val-Acc5: 88.72
2021-01-24 20:31:47 - INFO - Epoch: 37,	 Iter: 200,	 Loss: 0.83058,	 Val-Acc1: 69.08 (Best: 69.74),	 Val-Acc5: 89.36
2021-01-24 20:32:04 - INFO - Epoch: 37,	 Iter: 300,	 Loss: 0.72143,	 Val-Acc1: 69.40 (Best: 69.74),	 Val-Acc5: 89.16
2021-01-24 20:32:21 - INFO - Epoch: 37,	 Iter: 400,	 Loss: 0.69794,	 Val-Acc1: 69.18 (Best: 69.74),	 Val-Acc5: 88.76
2021-01-24 20:32:38 - INFO - Epoch: 37,	 Iter: 500,	 Loss: 0.96926,	 Val-Acc1: 69.74 (Best: 69.74),	 Val-Acc5: 89.18
2021-01-24 20:32:56 - INFO - Epoch: 37,	 Iter: 600,	 Loss: 0.96031,	 Val-Acc1: 70.14 (Best: 70.14),	 Val-Acc5: 89.40
2021-01-24 20:33:12 - INFO - Epoch: 37,	 Iter: 700,	 Loss: 0.84144,	 Val-Acc1: 69.68 (Best: 70.14),	 Val-Acc5: 88.94
2021-01-24 20:33:30 - INFO - Epoch: 37,	 Iter: 800,	 Loss: 0.84189,	 Val-Acc1: 69.12 (Best: 70.14),	 Val-Acc5: 88.94
2021-01-24 20:33:52 - INFO - Epoch: 38,	 Iter: 0,	 Loss: 0.76708,	 Val-Acc1: 69.44 (Best: 70.14),	 Val-Acc5: 88.84
2021-01-24 20:34:09 - INFO - Epoch: 38,	 Iter: 100,	 Loss: 0.75603,	 Val-Acc1: 69.80 (Best: 70.14),	 Val-Acc5: 89.18
2021-01-24 20:34:26 - INFO - Epoch: 38,	 Iter: 200,	 Loss: 0.68185,	 Val-Acc1: 69.34 (Best: 70.14),	 Val-Acc5: 89.54
2021-01-24 20:34:43 - INFO - Epoch: 38,	 Iter: 300,	 Loss: 0.73501,	 Val-Acc1: 69.42 (Best: 70.14),	 Val-Acc5: 89.28
2021-01-24 20:35:00 - INFO - Epoch: 38,	 Iter: 400,	 Loss: 0.76171,	 Val-Acc1: 69.92 (Best: 70.14),	 Val-Acc5: 88.96
2021-01-24 20:35:18 - INFO - Epoch: 38,	 Iter: 500,	 Loss: 0.95111,	 Val-Acc1: 69.04 (Best: 70.14),	 Val-Acc5: 89.16
2021-01-24 20:35:35 - INFO - Epoch: 38,	 Iter: 600,	 Loss: 1.06428,	 Val-Acc1: 68.82 (Best: 70.14),	 Val-Acc5: 88.98
2021-01-24 20:35:52 - INFO - Epoch: 38,	 Iter: 700,	 Loss: 0.81179,	 Val-Acc1: 68.62 (Best: 70.14),	 Val-Acc5: 88.48
2021-01-24 20:36:09 - INFO - Epoch: 38,	 Iter: 800,	 Loss: 0.79610,	 Val-Acc1: 68.92 (Best: 70.14),	 Val-Acc5: 89.06
2021-01-24 20:36:31 - INFO - Epoch: 39,	 Iter: 0,	 Loss: 0.88206,	 Val-Acc1: 68.24 (Best: 70.14),	 Val-Acc5: 88.82
2021-01-24 20:36:48 - INFO - Epoch: 39,	 Iter: 100,	 Loss: 0.76730,	 Val-Acc1: 69.16 (Best: 70.14),	 Val-Acc5: 88.86
2021-01-24 20:37:04 - INFO - Epoch: 39,	 Iter: 200,	 Loss: 0.93911,	 Val-Acc1: 69.02 (Best: 70.14),	 Val-Acc5: 88.66
2021-01-24 20:37:22 - INFO - Epoch: 39,	 Iter: 300,	 Loss: 0.90193,	 Val-Acc1: 69.06 (Best: 70.14),	 Val-Acc5: 88.56
2021-01-24 20:37:39 - INFO - Epoch: 39,	 Iter: 400,	 Loss: 0.71939,	 Val-Acc1: 70.28 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 20:37:56 - INFO - Epoch: 39,	 Iter: 500,	 Loss: 0.85613,	 Val-Acc1: 69.14 (Best: 70.28),	 Val-Acc5: 88.94
2021-01-24 20:38:13 - INFO - Epoch: 39,	 Iter: 600,	 Loss: 1.19963,	 Val-Acc1: 69.24 (Best: 70.28),	 Val-Acc5: 88.56
2021-01-24 20:38:31 - INFO - Epoch: 39,	 Iter: 700,	 Loss: 0.73458,	 Val-Acc1: 69.14 (Best: 70.28),	 Val-Acc5: 89.06
2021-01-24 20:38:48 - INFO - Epoch: 39,	 Iter: 800,	 Loss: 0.76808,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.98
2021-01-24 20:39:11 - INFO - Epoch: 40,	 Iter: 0,	 Loss: 0.72481,	 Val-Acc1: 69.30 (Best: 70.28),	 Val-Acc5: 89.10
2021-01-24 20:39:28 - INFO - Epoch: 40,	 Iter: 100,	 Loss: 0.89520,	 Val-Acc1: 69.10 (Best: 70.28),	 Val-Acc5: 88.78
2021-01-24 20:39:45 - INFO - Epoch: 40,	 Iter: 200,	 Loss: 1.12413,	 Val-Acc1: 69.30 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 20:40:02 - INFO - Epoch: 40,	 Iter: 300,	 Loss: 0.79474,	 Val-Acc1: 68.82 (Best: 70.28),	 Val-Acc5: 89.10
2021-01-24 20:40:20 - INFO - Epoch: 40,	 Iter: 400,	 Loss: 0.74236,	 Val-Acc1: 69.76 (Best: 70.28),	 Val-Acc5: 88.70
2021-01-24 20:40:37 - INFO - Epoch: 40,	 Iter: 500,	 Loss: 0.88760,	 Val-Acc1: 69.32 (Best: 70.28),	 Val-Acc5: 88.72
2021-01-24 20:40:54 - INFO - Epoch: 40,	 Iter: 600,	 Loss: 0.80962,	 Val-Acc1: 69.22 (Best: 70.28),	 Val-Acc5: 89.22
2021-01-24 20:41:11 - INFO - Epoch: 40,	 Iter: 700,	 Loss: 0.70298,	 Val-Acc1: 69.46 (Best: 70.28),	 Val-Acc5: 89.20
2021-01-24 20:41:28 - INFO - Epoch: 40,	 Iter: 800,	 Loss: 0.84150,	 Val-Acc1: 68.92 (Best: 70.28),	 Val-Acc5: 88.96
2021-01-24 20:41:50 - INFO - Epoch: 41,	 Iter: 0,	 Loss: 0.92883,	 Val-Acc1: 69.04 (Best: 70.28),	 Val-Acc5: 89.00
2021-01-24 20:42:07 - INFO - Epoch: 41,	 Iter: 100,	 Loss: 0.85528,	 Val-Acc1: 69.32 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 20:42:24 - INFO - Epoch: 41,	 Iter: 200,	 Loss: 0.93129,	 Val-Acc1: 68.52 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 20:42:41 - INFO - Epoch: 41,	 Iter: 300,	 Loss: 0.73783,	 Val-Acc1: 68.24 (Best: 70.28),	 Val-Acc5: 88.80
2021-01-24 20:42:58 - INFO - Epoch: 41,	 Iter: 400,	 Loss: 0.74253,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 20:43:15 - INFO - Epoch: 41,	 Iter: 500,	 Loss: 0.67503,	 Val-Acc1: 69.42 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 20:43:32 - INFO - Epoch: 41,	 Iter: 600,	 Loss: 0.95235,	 Val-Acc1: 69.20 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 20:43:49 - INFO - Epoch: 41,	 Iter: 700,	 Loss: 0.88315,	 Val-Acc1: 68.94 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 20:44:06 - INFO - Epoch: 41,	 Iter: 800,	 Loss: 0.74495,	 Val-Acc1: 69.10 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 20:44:29 - INFO - Epoch: 42,	 Iter: 0,	 Loss: 0.79345,	 Val-Acc1: 68.72 (Best: 70.28),	 Val-Acc5: 89.14
2021-01-24 20:44:46 - INFO - Epoch: 42,	 Iter: 100,	 Loss: 0.81649,	 Val-Acc1: 69.00 (Best: 70.28),	 Val-Acc5: 88.92
2021-01-24 20:45:03 - INFO - Epoch: 42,	 Iter: 200,	 Loss: 0.59749,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.84
2021-01-24 20:45:20 - INFO - Epoch: 42,	 Iter: 300,	 Loss: 0.90030,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.72
2021-01-24 20:45:37 - INFO - Epoch: 42,	 Iter: 400,	 Loss: 1.02233,	 Val-Acc1: 68.72 (Best: 70.28),	 Val-Acc5: 88.88
2021-01-24 20:45:54 - INFO - Epoch: 42,	 Iter: 500,	 Loss: 0.75111,	 Val-Acc1: 68.46 (Best: 70.28),	 Val-Acc5: 88.12
2021-01-24 20:46:11 - INFO - Epoch: 42,	 Iter: 600,	 Loss: 1.10759,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 88.70
2021-01-24 20:46:28 - INFO - Epoch: 42,	 Iter: 700,	 Loss: 1.08749,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 20:46:45 - INFO - Epoch: 42,	 Iter: 800,	 Loss: 0.59478,	 Val-Acc1: 68.50 (Best: 70.28),	 Val-Acc5: 88.28
2021-01-24 20:47:07 - INFO - Epoch: 43,	 Iter: 0,	 Loss: 0.83018,	 Val-Acc1: 68.34 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 20:47:24 - INFO - Epoch: 43,	 Iter: 100,	 Loss: 0.94001,	 Val-Acc1: 68.78 (Best: 70.28),	 Val-Acc5: 88.58
2021-01-24 20:47:41 - INFO - Epoch: 43,	 Iter: 200,	 Loss: 1.04233,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 89.06
2021-01-24 20:47:58 - INFO - Epoch: 43,	 Iter: 300,	 Loss: 0.74851,	 Val-Acc1: 69.14 (Best: 70.28),	 Val-Acc5: 88.86
2021-01-24 20:48:16 - INFO - Epoch: 43,	 Iter: 400,	 Loss: 1.03970,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.96
2021-01-24 20:48:33 - INFO - Epoch: 43,	 Iter: 500,	 Loss: 0.68744,	 Val-Acc1: 69.02 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 20:48:50 - INFO - Epoch: 43,	 Iter: 600,	 Loss: 0.92813,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 20:49:07 - INFO - Epoch: 43,	 Iter: 700,	 Loss: 0.80138,	 Val-Acc1: 68.38 (Best: 70.28),	 Val-Acc5: 89.14
2021-01-24 20:49:24 - INFO - Epoch: 43,	 Iter: 800,	 Loss: 0.81502,	 Val-Acc1: 68.16 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 20:49:46 - INFO - Epoch: 44,	 Iter: 0,	 Loss: 0.81329,	 Val-Acc1: 68.30 (Best: 70.28),	 Val-Acc5: 89.02
2021-01-24 20:50:03 - INFO - Epoch: 44,	 Iter: 100,	 Loss: 0.71216,	 Val-Acc1: 68.78 (Best: 70.28),	 Val-Acc5: 88.80
2021-01-24 20:50:20 - INFO - Epoch: 44,	 Iter: 200,	 Loss: 0.82744,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.72
2021-01-24 20:50:37 - INFO - Epoch: 44,	 Iter: 300,	 Loss: 0.77165,	 Val-Acc1: 68.52 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 20:50:54 - INFO - Epoch: 44,	 Iter: 400,	 Loss: 0.92119,	 Val-Acc1: 67.96 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 20:51:12 - INFO - Epoch: 44,	 Iter: 500,	 Loss: 0.73665,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 89.20
2021-01-24 20:51:29 - INFO - Epoch: 44,	 Iter: 600,	 Loss: 0.75505,	 Val-Acc1: 69.30 (Best: 70.28),	 Val-Acc5: 89.08
2021-01-24 20:51:46 - INFO - Epoch: 44,	 Iter: 700,	 Loss: 1.01185,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 20:52:03 - INFO - Epoch: 44,	 Iter: 800,	 Loss: 0.77810,	 Val-Acc1: 68.30 (Best: 70.28),	 Val-Acc5: 88.24
2021-01-24 20:52:24 - INFO - Epoch: 45,	 Iter: 0,	 Loss: 0.81661,	 Val-Acc1: 68.08 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 20:52:42 - INFO - Epoch: 45,	 Iter: 100,	 Loss: 0.60581,	 Val-Acc1: 68.80 (Best: 70.28),	 Val-Acc5: 88.90
2021-01-24 20:52:59 - INFO - Epoch: 45,	 Iter: 200,	 Loss: 0.89739,	 Val-Acc1: 68.52 (Best: 70.28),	 Val-Acc5: 88.36
2021-01-24 20:53:16 - INFO - Epoch: 45,	 Iter: 300,	 Loss: 0.78635,	 Val-Acc1: 68.14 (Best: 70.28),	 Val-Acc5: 87.80
2021-01-24 20:53:33 - INFO - Epoch: 45,	 Iter: 400,	 Loss: 0.73809,	 Val-Acc1: 68.34 (Best: 70.28),	 Val-Acc5: 88.58
2021-01-24 20:53:50 - INFO - Epoch: 45,	 Iter: 500,	 Loss: 0.81188,	 Val-Acc1: 68.42 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 20:54:07 - INFO - Epoch: 45,	 Iter: 600,	 Loss: 1.01686,	 Val-Acc1: 67.78 (Best: 70.28),	 Val-Acc5: 88.94
2021-01-24 20:54:24 - INFO - Epoch: 45,	 Iter: 700,	 Loss: 0.88056,	 Val-Acc1: 68.04 (Best: 70.28),	 Val-Acc5: 88.78
2021-01-24 20:54:41 - INFO - Epoch: 45,	 Iter: 800,	 Loss: 0.83617,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.98
2021-01-24 20:55:03 - INFO - Epoch: 46,	 Iter: 0,	 Loss: 0.91697,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 89.00
2021-01-24 20:55:21 - INFO - Epoch: 46,	 Iter: 100,	 Loss: 0.89173,	 Val-Acc1: 69.26 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 20:55:38 - INFO - Epoch: 46,	 Iter: 200,	 Loss: 0.79958,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 20:55:55 - INFO - Epoch: 46,	 Iter: 300,	 Loss: 0.76297,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.80
2021-01-24 20:56:12 - INFO - Epoch: 46,	 Iter: 400,	 Loss: 1.05973,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 20:56:30 - INFO - Epoch: 46,	 Iter: 500,	 Loss: 0.66713,	 Val-Acc1: 68.36 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 20:56:47 - INFO - Epoch: 46,	 Iter: 600,	 Loss: 0.75925,	 Val-Acc1: 68.12 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 20:57:05 - INFO - Epoch: 46,	 Iter: 700,	 Loss: 0.67446,	 Val-Acc1: 68.54 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 20:57:22 - INFO - Epoch: 46,	 Iter: 800,	 Loss: 0.95398,	 Val-Acc1: 68.36 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 20:57:44 - INFO - Epoch: 47,	 Iter: 0,	 Loss: 0.89983,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 20:58:02 - INFO - Epoch: 47,	 Iter: 100,	 Loss: 0.76722,	 Val-Acc1: 68.14 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 20:58:19 - INFO - Epoch: 47,	 Iter: 200,	 Loss: 0.74476,	 Val-Acc1: 68.02 (Best: 70.28),	 Val-Acc5: 88.86
2021-01-24 20:58:36 - INFO - Epoch: 47,	 Iter: 300,	 Loss: 0.84824,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 20:58:54 - INFO - Epoch: 47,	 Iter: 400,	 Loss: 0.69224,	 Val-Acc1: 68.38 (Best: 70.28),	 Val-Acc5: 88.66
2021-01-24 20:59:11 - INFO - Epoch: 47,	 Iter: 500,	 Loss: 0.95017,	 Val-Acc1: 68.44 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 20:59:28 - INFO - Epoch: 47,	 Iter: 600,	 Loss: 1.00040,	 Val-Acc1: 67.80 (Best: 70.28),	 Val-Acc5: 88.18
2021-01-24 20:59:45 - INFO - Epoch: 47,	 Iter: 700,	 Loss: 0.80754,	 Val-Acc1: 68.58 (Best: 70.28),	 Val-Acc5: 89.14
2021-01-24 21:00:02 - INFO - Epoch: 47,	 Iter: 800,	 Loss: 0.98591,	 Val-Acc1: 67.52 (Best: 70.28),	 Val-Acc5: 87.80
2021-01-24 21:00:24 - INFO - Epoch: 48,	 Iter: 0,	 Loss: 0.94513,	 Val-Acc1: 66.72 (Best: 70.28),	 Val-Acc5: 88.64
2021-01-24 21:00:41 - INFO - Epoch: 48,	 Iter: 100,	 Loss: 0.86166,	 Val-Acc1: 68.04 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 21:00:58 - INFO - Epoch: 48,	 Iter: 200,	 Loss: 0.88433,	 Val-Acc1: 68.28 (Best: 70.28),	 Val-Acc5: 88.52
2021-01-24 21:01:16 - INFO - Epoch: 48,	 Iter: 300,	 Loss: 0.65541,	 Val-Acc1: 69.00 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 21:01:33 - INFO - Epoch: 48,	 Iter: 400,	 Loss: 0.66325,	 Val-Acc1: 68.48 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:01:50 - INFO - Epoch: 48,	 Iter: 500,	 Loss: 0.83824,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.96
2021-01-24 21:02:08 - INFO - Epoch: 48,	 Iter: 600,	 Loss: 0.88809,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:02:26 - INFO - Epoch: 48,	 Iter: 700,	 Loss: 0.77270,	 Val-Acc1: 69.24 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 21:02:43 - INFO - Epoch: 48,	 Iter: 800,	 Loss: 0.77005,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.56
2021-01-24 21:03:05 - INFO - Epoch: 49,	 Iter: 0,	 Loss: 0.74545,	 Val-Acc1: 68.26 (Best: 70.28),	 Val-Acc5: 88.64
2021-01-24 21:03:23 - INFO - Epoch: 49,	 Iter: 100,	 Loss: 0.64281,	 Val-Acc1: 69.02 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:03:40 - INFO - Epoch: 49,	 Iter: 200,	 Loss: 0.65744,	 Val-Acc1: 68.74 (Best: 70.28),	 Val-Acc5: 88.52
2021-01-24 21:03:57 - INFO - Epoch: 49,	 Iter: 300,	 Loss: 0.77146,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 89.22
2021-01-24 21:04:14 - INFO - Epoch: 49,	 Iter: 400,	 Loss: 0.86909,	 Val-Acc1: 68.20 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 21:04:31 - INFO - Epoch: 49,	 Iter: 500,	 Loss: 0.94229,	 Val-Acc1: 68.22 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:04:49 - INFO - Epoch: 49,	 Iter: 600,	 Loss: 0.93656,	 Val-Acc1: 68.50 (Best: 70.28),	 Val-Acc5: 88.56
2021-01-24 21:05:06 - INFO - Epoch: 49,	 Iter: 700,	 Loss: 0.82251,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.52
2021-01-24 21:05:23 - INFO - Epoch: 49,	 Iter: 800,	 Loss: 0.83997,	 Val-Acc1: 67.84 (Best: 70.28),	 Val-Acc5: 88.14
2021-01-24 21:05:47 - INFO - Epoch: 50,	 Iter: 0,	 Loss: 0.78665,	 Val-Acc1: 68.38 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 21:06:04 - INFO - Epoch: 50,	 Iter: 100,	 Loss: 0.83589,	 Val-Acc1: 68.10 (Best: 70.28),	 Val-Acc5: 89.08
2021-01-24 21:06:21 - INFO - Epoch: 50,	 Iter: 200,	 Loss: 0.65146,	 Val-Acc1: 68.94 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 21:06:39 - INFO - Epoch: 50,	 Iter: 300,	 Loss: 0.68915,	 Val-Acc1: 67.94 (Best: 70.28),	 Val-Acc5: 88.48
2021-01-24 21:06:56 - INFO - Epoch: 50,	 Iter: 400,	 Loss: 0.92924,	 Val-Acc1: 68.58 (Best: 70.28),	 Val-Acc5: 88.34
2021-01-24 21:07:13 - INFO - Epoch: 50,	 Iter: 500,	 Loss: 0.73275,	 Val-Acc1: 68.46 (Best: 70.28),	 Val-Acc5: 88.72
2021-01-24 21:07:31 - INFO - Epoch: 50,	 Iter: 600,	 Loss: 0.77852,	 Val-Acc1: 68.52 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 21:07:48 - INFO - Epoch: 50,	 Iter: 700,	 Loss: 0.87876,	 Val-Acc1: 68.28 (Best: 70.28),	 Val-Acc5: 88.34
2021-01-24 21:08:05 - INFO - Epoch: 50,	 Iter: 800,	 Loss: 0.83181,	 Val-Acc1: 68.12 (Best: 70.28),	 Val-Acc5: 88.10
2021-01-24 21:08:27 - INFO - Epoch: 51,	 Iter: 0,	 Loss: 0.88985,	 Val-Acc1: 68.66 (Best: 70.28),	 Val-Acc5: 88.70
2021-01-24 21:08:45 - INFO - Epoch: 51,	 Iter: 100,	 Loss: 0.73955,	 Val-Acc1: 67.98 (Best: 70.28),	 Val-Acc5: 88.54
2021-01-24 21:09:02 - INFO - Epoch: 51,	 Iter: 200,	 Loss: 0.86049,	 Val-Acc1: 68.20 (Best: 70.28),	 Val-Acc5: 88.42
2021-01-24 21:09:19 - INFO - Epoch: 51,	 Iter: 300,	 Loss: 0.73206,	 Val-Acc1: 68.34 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:09:36 - INFO - Epoch: 51,	 Iter: 400,	 Loss: 0.83283,	 Val-Acc1: 68.36 (Best: 70.28),	 Val-Acc5: 88.20
2021-01-24 21:09:53 - INFO - Epoch: 51,	 Iter: 500,	 Loss: 0.81747,	 Val-Acc1: 67.98 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:10:10 - INFO - Epoch: 51,	 Iter: 600,	 Loss: 0.76116,	 Val-Acc1: 68.82 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 21:10:27 - INFO - Epoch: 51,	 Iter: 700,	 Loss: 0.73188,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 21:10:45 - INFO - Epoch: 51,	 Iter: 800,	 Loss: 0.71380,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 21:11:07 - INFO - Epoch: 52,	 Iter: 0,	 Loss: 0.81946,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 87.86
2021-01-24 21:11:24 - INFO - Epoch: 52,	 Iter: 100,	 Loss: 0.62844,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 21:11:41 - INFO - Epoch: 52,	 Iter: 200,	 Loss: 0.85795,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 21:11:58 - INFO - Epoch: 52,	 Iter: 300,	 Loss: 0.89393,	 Val-Acc1: 68.80 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 21:12:16 - INFO - Epoch: 52,	 Iter: 400,	 Loss: 1.01208,	 Val-Acc1: 69.40 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:12:33 - INFO - Epoch: 52,	 Iter: 500,	 Loss: 0.99093,	 Val-Acc1: 69.42 (Best: 70.28),	 Val-Acc5: 88.94
2021-01-24 21:12:50 - INFO - Epoch: 52,	 Iter: 600,	 Loss: 0.74267,	 Val-Acc1: 68.96 (Best: 70.28),	 Val-Acc5: 88.56
2021-01-24 21:13:08 - INFO - Epoch: 52,	 Iter: 700,	 Loss: 0.60401,	 Val-Acc1: 68.24 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 21:13:25 - INFO - Epoch: 52,	 Iter: 800,	 Loss: 0.87641,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 21:13:47 - INFO - Epoch: 53,	 Iter: 0,	 Loss: 1.00457,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 87.90
2021-01-24 21:14:04 - INFO - Epoch: 53,	 Iter: 100,	 Loss: 0.61330,	 Val-Acc1: 68.48 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 21:14:21 - INFO - Epoch: 53,	 Iter: 200,	 Loss: 1.03004,	 Val-Acc1: 68.58 (Best: 70.28),	 Val-Acc5: 88.98
2021-01-24 21:14:39 - INFO - Epoch: 53,	 Iter: 300,	 Loss: 0.81700,	 Val-Acc1: 68.20 (Best: 70.28),	 Val-Acc5: 88.42
2021-01-24 21:14:56 - INFO - Epoch: 53,	 Iter: 400,	 Loss: 0.83902,	 Val-Acc1: 68.26 (Best: 70.28),	 Val-Acc5: 88.84
2021-01-24 21:15:13 - INFO - Epoch: 53,	 Iter: 500,	 Loss: 0.97062,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:15:30 - INFO - Epoch: 53,	 Iter: 600,	 Loss: 0.85811,	 Val-Acc1: 68.82 (Best: 70.28),	 Val-Acc5: 88.88
2021-01-24 21:15:47 - INFO - Epoch: 53,	 Iter: 700,	 Loss: 0.92941,	 Val-Acc1: 68.58 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 21:16:04 - INFO - Epoch: 53,	 Iter: 800,	 Loss: 1.06738,	 Val-Acc1: 68.98 (Best: 70.28),	 Val-Acc5: 88.86
2021-01-24 21:16:27 - INFO - Epoch: 54,	 Iter: 0,	 Loss: 0.89468,	 Val-Acc1: 68.50 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 21:16:44 - INFO - Epoch: 54,	 Iter: 100,	 Loss: 0.77674,	 Val-Acc1: 69.10 (Best: 70.28),	 Val-Acc5: 89.08
2021-01-24 21:17:01 - INFO - Epoch: 54,	 Iter: 200,	 Loss: 0.92286,	 Val-Acc1: 68.12 (Best: 70.28),	 Val-Acc5: 88.24
2021-01-24 21:17:18 - INFO - Epoch: 54,	 Iter: 300,	 Loss: 0.66952,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.30
2021-01-24 21:17:35 - INFO - Epoch: 54,	 Iter: 400,	 Loss: 0.75630,	 Val-Acc1: 68.12 (Best: 70.28),	 Val-Acc5: 88.12
2021-01-24 21:17:52 - INFO - Epoch: 54,	 Iter: 500,	 Loss: 0.79278,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.84
2021-01-24 21:18:09 - INFO - Epoch: 54,	 Iter: 600,	 Loss: 0.59807,	 Val-Acc1: 68.34 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:18:27 - INFO - Epoch: 54,	 Iter: 700,	 Loss: 0.66716,	 Val-Acc1: 67.98 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:18:44 - INFO - Epoch: 54,	 Iter: 800,	 Loss: 0.87627,	 Val-Acc1: 68.54 (Best: 70.28),	 Val-Acc5: 88.42
2021-01-24 21:19:06 - INFO - Epoch: 55,	 Iter: 0,	 Loss: 0.80460,	 Val-Acc1: 68.74 (Best: 70.28),	 Val-Acc5: 88.22
2021-01-24 21:19:23 - INFO - Epoch: 55,	 Iter: 100,	 Loss: 0.86857,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.08
2021-01-24 21:19:40 - INFO - Epoch: 55,	 Iter: 200,	 Loss: 1.01889,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.48
2021-01-24 21:19:57 - INFO - Epoch: 55,	 Iter: 300,	 Loss: 0.65201,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 21:20:15 - INFO - Epoch: 55,	 Iter: 400,	 Loss: 0.51468,	 Val-Acc1: 68.64 (Best: 70.28),	 Val-Acc5: 89.08
2021-01-24 21:20:32 - INFO - Epoch: 55,	 Iter: 500,	 Loss: 1.01446,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.16
2021-01-24 21:20:49 - INFO - Epoch: 55,	 Iter: 600,	 Loss: 0.66872,	 Val-Acc1: 68.08 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 21:21:06 - INFO - Epoch: 55,	 Iter: 700,	 Loss: 1.00692,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:21:23 - INFO - Epoch: 55,	 Iter: 800,	 Loss: 0.84254,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.28
2021-01-24 21:21:45 - INFO - Epoch: 56,	 Iter: 0,	 Loss: 0.81053,	 Val-Acc1: 68.72 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 21:22:02 - INFO - Epoch: 56,	 Iter: 100,	 Loss: 0.71023,	 Val-Acc1: 68.44 (Best: 70.28),	 Val-Acc5: 88.54
2021-01-24 21:22:19 - INFO - Epoch: 56,	 Iter: 200,	 Loss: 0.72996,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 21:22:36 - INFO - Epoch: 56,	 Iter: 300,	 Loss: 0.73550,	 Val-Acc1: 68.90 (Best: 70.28),	 Val-Acc5: 88.48
2021-01-24 21:22:54 - INFO - Epoch: 56,	 Iter: 400,	 Loss: 0.79143,	 Val-Acc1: 68.14 (Best: 70.28),	 Val-Acc5: 88.28
2021-01-24 21:23:11 - INFO - Epoch: 56,	 Iter: 500,	 Loss: 0.72220,	 Val-Acc1: 68.14 (Best: 70.28),	 Val-Acc5: 88.50
2021-01-24 21:23:28 - INFO - Epoch: 56,	 Iter: 600,	 Loss: 0.70656,	 Val-Acc1: 68.40 (Best: 70.28),	 Val-Acc5: 88.18
2021-01-24 21:23:45 - INFO - Epoch: 56,	 Iter: 700,	 Loss: 0.68294,	 Val-Acc1: 67.58 (Best: 70.28),	 Val-Acc5: 88.02
2021-01-24 21:24:02 - INFO - Epoch: 56,	 Iter: 800,	 Loss: 0.78363,	 Val-Acc1: 68.74 (Best: 70.28),	 Val-Acc5: 88.00
2021-01-24 21:24:25 - INFO - Epoch: 57,	 Iter: 0,	 Loss: 0.79168,	 Val-Acc1: 68.04 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 21:24:42 - INFO - Epoch: 57,	 Iter: 100,	 Loss: 0.75229,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.16
2021-01-24 21:24:59 - INFO - Epoch: 57,	 Iter: 200,	 Loss: 0.81873,	 Val-Acc1: 68.74 (Best: 70.28),	 Val-Acc5: 87.68
2021-01-24 21:25:16 - INFO - Epoch: 57,	 Iter: 300,	 Loss: 0.71710,	 Val-Acc1: 68.82 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 21:25:33 - INFO - Epoch: 57,	 Iter: 400,	 Loss: 0.66357,	 Val-Acc1: 68.14 (Best: 70.28),	 Val-Acc5: 88.16
2021-01-24 21:25:51 - INFO - Epoch: 57,	 Iter: 500,	 Loss: 0.65814,	 Val-Acc1: 68.16 (Best: 70.28),	 Val-Acc5: 88.42
2021-01-24 21:26:08 - INFO - Epoch: 57,	 Iter: 600,	 Loss: 0.71324,	 Val-Acc1: 68.50 (Best: 70.28),	 Val-Acc5: 89.02
2021-01-24 21:26:25 - INFO - Epoch: 57,	 Iter: 700,	 Loss: 1.03910,	 Val-Acc1: 67.98 (Best: 70.28),	 Val-Acc5: 88.64
2021-01-24 21:26:42 - INFO - Epoch: 57,	 Iter: 800,	 Loss: 0.82958,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 21:27:04 - INFO - Epoch: 58,	 Iter: 0,	 Loss: 0.53181,	 Val-Acc1: 69.42 (Best: 70.28),	 Val-Acc5: 88.64
2021-01-24 21:27:21 - INFO - Epoch: 58,	 Iter: 100,	 Loss: 0.62856,	 Val-Acc1: 68.96 (Best: 70.28),	 Val-Acc5: 88.66
2021-01-24 21:27:38 - INFO - Epoch: 58,	 Iter: 200,	 Loss: 0.80993,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 21:27:56 - INFO - Epoch: 58,	 Iter: 300,	 Loss: 0.63676,	 Val-Acc1: 68.98 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 21:28:13 - INFO - Epoch: 58,	 Iter: 400,	 Loss: 0.78327,	 Val-Acc1: 69.30 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 21:28:30 - INFO - Epoch: 58,	 Iter: 500,	 Loss: 0.80778,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.86
2021-01-24 21:28:47 - INFO - Epoch: 58,	 Iter: 600,	 Loss: 0.89581,	 Val-Acc1: 68.80 (Best: 70.28),	 Val-Acc5: 87.96
2021-01-24 21:29:04 - INFO - Epoch: 58,	 Iter: 700,	 Loss: 0.68581,	 Val-Acc1: 68.48 (Best: 70.28),	 Val-Acc5: 88.12
2021-01-24 21:29:21 - INFO - Epoch: 58,	 Iter: 800,	 Loss: 0.97299,	 Val-Acc1: 67.56 (Best: 70.28),	 Val-Acc5: 87.62
2021-01-24 21:29:44 - INFO - Epoch: 59,	 Iter: 0,	 Loss: 0.74303,	 Val-Acc1: 68.36 (Best: 70.28),	 Val-Acc5: 88.72
2021-01-24 21:30:01 - INFO - Epoch: 59,	 Iter: 100,	 Loss: 0.72651,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 21:30:18 - INFO - Epoch: 59,	 Iter: 200,	 Loss: 0.86643,	 Val-Acc1: 68.06 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 21:30:36 - INFO - Epoch: 59,	 Iter: 300,	 Loss: 0.75507,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:30:53 - INFO - Epoch: 59,	 Iter: 400,	 Loss: 0.61682,	 Val-Acc1: 68.78 (Best: 70.28),	 Val-Acc5: 88.38
2021-01-24 21:31:10 - INFO - Epoch: 59,	 Iter: 500,	 Loss: 0.86930,	 Val-Acc1: 68.54 (Best: 70.28),	 Val-Acc5: 89.02
2021-01-24 21:31:27 - INFO - Epoch: 59,	 Iter: 600,	 Loss: 0.90217,	 Val-Acc1: 68.88 (Best: 70.28),	 Val-Acc5: 88.38
2021-01-24 21:31:44 - INFO - Epoch: 59,	 Iter: 700,	 Loss: 0.66136,	 Val-Acc1: 68.28 (Best: 70.28),	 Val-Acc5: 88.80
2021-01-24 21:32:02 - INFO - Epoch: 59,	 Iter: 800,	 Loss: 0.86863,	 Val-Acc1: 68.74 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 21:32:23 - INFO - Epoch: 60,	 Iter: 0,	 Loss: 0.75103,	 Val-Acc1: 69.54 (Best: 70.28),	 Val-Acc5: 88.78
2021-01-24 21:32:40 - INFO - Epoch: 60,	 Iter: 100,	 Loss: 0.76004,	 Val-Acc1: 68.54 (Best: 70.28),	 Val-Acc5: 88.88
2021-01-24 21:32:58 - INFO - Epoch: 60,	 Iter: 200,	 Loss: 0.73035,	 Val-Acc1: 69.00 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 21:33:15 - INFO - Epoch: 60,	 Iter: 300,	 Loss: 0.66345,	 Val-Acc1: 68.90 (Best: 70.28),	 Val-Acc5: 88.66
2021-01-24 21:33:32 - INFO - Epoch: 60,	 Iter: 400,	 Loss: 0.84505,	 Val-Acc1: 68.72 (Best: 70.28),	 Val-Acc5: 87.94
2021-01-24 21:33:49 - INFO - Epoch: 60,	 Iter: 500,	 Loss: 0.82742,	 Val-Acc1: 68.32 (Best: 70.28),	 Val-Acc5: 88.20
2021-01-24 21:34:06 - INFO - Epoch: 60,	 Iter: 600,	 Loss: 0.72718,	 Val-Acc1: 68.58 (Best: 70.28),	 Val-Acc5: 88.62
2021-01-24 21:34:24 - INFO - Epoch: 60,	 Iter: 700,	 Loss: 0.76920,	 Val-Acc1: 68.46 (Best: 70.28),	 Val-Acc5: 88.78
2021-01-24 21:34:41 - INFO - Epoch: 60,	 Iter: 800,	 Loss: 0.65501,	 Val-Acc1: 67.58 (Best: 70.28),	 Val-Acc5: 88.08
2021-01-24 21:35:03 - INFO - Epoch: 61,	 Iter: 0,	 Loss: 0.77756,	 Val-Acc1: 68.06 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 21:35:20 - INFO - Epoch: 61,	 Iter: 100,	 Loss: 0.76769,	 Val-Acc1: 68.34 (Best: 70.28),	 Val-Acc5: 88.06
2021-01-24 21:35:37 - INFO - Epoch: 61,	 Iter: 200,	 Loss: 0.81379,	 Val-Acc1: 68.38 (Best: 70.28),	 Val-Acc5: 88.34
2021-01-24 21:35:55 - INFO - Epoch: 61,	 Iter: 300,	 Loss: 0.56905,	 Val-Acc1: 68.20 (Best: 70.28),	 Val-Acc5: 88.46
2021-01-24 21:36:12 - INFO - Epoch: 61,	 Iter: 400,	 Loss: 0.82186,	 Val-Acc1: 68.64 (Best: 70.28),	 Val-Acc5: 88.68
2021-01-24 21:36:29 - INFO - Epoch: 61,	 Iter: 500,	 Loss: 0.87509,	 Val-Acc1: 67.70 (Best: 70.28),	 Val-Acc5: 88.54
2021-01-24 21:36:47 - INFO - Epoch: 61,	 Iter: 600,	 Loss: 0.75702,	 Val-Acc1: 69.58 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:37:04 - INFO - Epoch: 61,	 Iter: 700,	 Loss: 0.66086,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:37:21 - INFO - Epoch: 61,	 Iter: 800,	 Loss: 0.69158,	 Val-Acc1: 68.76 (Best: 70.28),	 Val-Acc5: 88.58
2021-01-24 21:37:42 - INFO - Epoch: 62,	 Iter: 0,	 Loss: 0.79491,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.94
2021-01-24 21:38:00 - INFO - Epoch: 62,	 Iter: 100,	 Loss: 0.72984,	 Val-Acc1: 68.88 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 21:38:17 - INFO - Epoch: 62,	 Iter: 200,	 Loss: 0.81866,	 Val-Acc1: 67.96 (Best: 70.28),	 Val-Acc5: 88.12
2021-01-24 21:38:34 - INFO - Epoch: 62,	 Iter: 300,	 Loss: 0.75507,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.64
2021-01-24 21:38:51 - INFO - Epoch: 62,	 Iter: 400,	 Loss: 0.75564,	 Val-Acc1: 67.76 (Best: 70.28),	 Val-Acc5: 88.32
2021-01-24 21:39:09 - INFO - Epoch: 62,	 Iter: 500,	 Loss: 0.90676,	 Val-Acc1: 69.12 (Best: 70.28),	 Val-Acc5: 88.36
2021-01-24 21:39:26 - INFO - Epoch: 62,	 Iter: 600,	 Loss: 0.78066,	 Val-Acc1: 68.88 (Best: 70.28),	 Val-Acc5: 88.54
2021-01-24 21:39:43 - INFO - Epoch: 62,	 Iter: 700,	 Loss: 0.77566,	 Val-Acc1: 67.70 (Best: 70.28),	 Val-Acc5: 89.46
2021-01-24 21:40:00 - INFO - Epoch: 62,	 Iter: 800,	 Loss: 0.61190,	 Val-Acc1: 68.38 (Best: 70.28),	 Val-Acc5: 88.60
2021-01-24 21:40:22 - INFO - Epoch: 63,	 Iter: 0,	 Loss: 0.76185,	 Val-Acc1: 67.92 (Best: 70.28),	 Val-Acc5: 88.20
2021-01-24 21:40:39 - INFO - Epoch: 63,	 Iter: 100,	 Loss: 0.63091,	 Val-Acc1: 68.04 (Best: 70.28),	 Val-Acc5: 88.22
2021-01-24 21:40:56 - INFO - Epoch: 63,	 Iter: 200,	 Loss: 0.65081,	 Val-Acc1: 68.46 (Best: 70.28),	 Val-Acc5: 88.28
2021-01-24 21:41:13 - INFO - Epoch: 63,	 Iter: 300,	 Loss: 0.80410,	 Val-Acc1: 68.46 (Best: 70.28),	 Val-Acc5: 88.52
2021-01-24 21:41:30 - INFO - Epoch: 63,	 Iter: 400,	 Loss: 0.87216,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.10
2021-01-24 21:41:47 - INFO - Epoch: 63,	 Iter: 500,	 Loss: 0.70345,	 Val-Acc1: 68.94 (Best: 70.28),	 Val-Acc5: 88.42
2021-01-24 21:42:04 - INFO - Epoch: 63,	 Iter: 600,	 Loss: 0.88846,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 21:42:21 - INFO - Epoch: 63,	 Iter: 700,	 Loss: 0.77890,	 Val-Acc1: 67.72 (Best: 70.28),	 Val-Acc5: 88.36
2021-01-24 21:42:38 - INFO - Epoch: 63,	 Iter: 800,	 Loss: 0.81907,	 Val-Acc1: 68.22 (Best: 70.28),	 Val-Acc5: 88.22
2021-01-24 21:43:00 - INFO - Epoch: 64,	 Iter: 0,	 Loss: 0.66317,	 Val-Acc1: 68.50 (Best: 70.28),	 Val-Acc5: 88.08
2021-01-24 21:43:17 - INFO - Epoch: 64,	 Iter: 100,	 Loss: 0.85318,	 Val-Acc1: 67.68 (Best: 70.28),	 Val-Acc5: 88.20
2021-01-24 21:43:34 - INFO - Epoch: 64,	 Iter: 200,	 Loss: 0.86138,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 21:43:51 - INFO - Epoch: 64,	 Iter: 300,	 Loss: 0.81351,	 Val-Acc1: 68.98 (Best: 70.28),	 Val-Acc5: 88.66
2021-01-24 21:44:08 - INFO - Epoch: 64,	 Iter: 400,	 Loss: 1.02373,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.06
2021-01-24 21:44:25 - INFO - Epoch: 64,	 Iter: 500,	 Loss: 0.63327,	 Val-Acc1: 68.70 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 21:44:42 - INFO - Epoch: 64,	 Iter: 600,	 Loss: 0.82360,	 Val-Acc1: 68.32 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 21:44:59 - INFO - Epoch: 64,	 Iter: 700,	 Loss: 0.73654,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 88.36
2021-01-24 21:45:16 - INFO - Epoch: 64,	 Iter: 800,	 Loss: 0.74176,	 Val-Acc1: 68.34 (Best: 70.28),	 Val-Acc5: 88.12
2021-01-24 21:45:37 - INFO - Epoch: 65,	 Iter: 0,	 Loss: 0.69145,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.54
2021-01-24 21:45:54 - INFO - Epoch: 65,	 Iter: 100,	 Loss: 0.76901,	 Val-Acc1: 68.82 (Best: 70.28),	 Val-Acc5: 88.58
2021-01-24 21:46:12 - INFO - Epoch: 65,	 Iter: 200,	 Loss: 0.80285,	 Val-Acc1: 68.32 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 21:46:29 - INFO - Epoch: 65,	 Iter: 300,	 Loss: 0.75652,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.78
2021-01-24 21:46:46 - INFO - Epoch: 65,	 Iter: 400,	 Loss: 0.95852,	 Val-Acc1: 68.62 (Best: 70.28),	 Val-Acc5: 88.36
2021-01-24 21:47:03 - INFO - Epoch: 65,	 Iter: 500,	 Loss: 0.73248,	 Val-Acc1: 68.52 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 21:47:20 - INFO - Epoch: 65,	 Iter: 600,	 Loss: 0.82944,	 Val-Acc1: 69.04 (Best: 70.28),	 Val-Acc5: 88.56
2021-01-24 21:47:37 - INFO - Epoch: 65,	 Iter: 700,	 Loss: 0.84087,	 Val-Acc1: 68.56 (Best: 70.28),	 Val-Acc5: 88.26
2021-01-24 21:47:54 - INFO - Epoch: 65,	 Iter: 800,	 Loss: 0.72025,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.76
2021-01-24 21:48:15 - INFO - Epoch: 66,	 Iter: 0,	 Loss: 0.66958,	 Val-Acc1: 68.44 (Best: 70.28),	 Val-Acc5: 88.36
2021-01-24 21:48:33 - INFO - Epoch: 66,	 Iter: 100,	 Loss: 0.85559,	 Val-Acc1: 69.02 (Best: 70.28),	 Val-Acc5: 88.48
2021-01-24 21:48:50 - INFO - Epoch: 66,	 Iter: 200,	 Loss: 0.72461,	 Val-Acc1: 69.14 (Best: 70.28),	 Val-Acc5: 88.30
2021-01-24 21:49:07 - INFO - Epoch: 66,	 Iter: 300,	 Loss: 0.81686,	 Val-Acc1: 68.28 (Best: 70.28),	 Val-Acc5: 88.42
2021-01-24 21:49:24 - INFO - Epoch: 66,	 Iter: 400,	 Loss: 0.87112,	 Val-Acc1: 68.84 (Best: 70.28),	 Val-Acc5: 88.04
2021-01-24 21:49:41 - INFO - Epoch: 66,	 Iter: 500,	 Loss: 0.65026,	 Val-Acc1: 68.26 (Best: 70.28),	 Val-Acc5: 88.20
2021-01-24 21:49:58 - INFO - Epoch: 66,	 Iter: 600,	 Loss: 0.51855,	 Val-Acc1: 68.68 (Best: 70.28),	 Val-Acc5: 88.70
2021-01-24 21:49:58 - INFO - lr: 8e-05
2021-01-24 21:50:15 - INFO - Epoch: 66,	 Iter: 700,	 Loss: 0.65064,	 Val-Acc1: 69.18 (Best: 70.28),	 Val-Acc5: 88.58
2021-01-24 21:50:32 - INFO - Epoch: 66,	 Iter: 800,	 Loss: 0.75784,	 Val-Acc1: 69.08 (Best: 70.28),	 Val-Acc5: 89.12
2021-01-24 21:50:55 - INFO - Epoch: 67,	 Iter: 0,	 Loss: 0.64867,	 Val-Acc1: 69.44 (Best: 70.28),	 Val-Acc5: 89.52
2021-01-24 21:51:12 - INFO - Epoch: 67,	 Iter: 100,	 Loss: 0.58052,	 Val-Acc1: 69.30 (Best: 70.28),	 Val-Acc5: 88.82
2021-01-24 21:51:29 - INFO - Epoch: 67,	 Iter: 200,	 Loss: 0.65145,	 Val-Acc1: 68.82 (Best: 70.28),	 Val-Acc5: 88.40
2021-01-24 21:51:46 - INFO - Epoch: 67,	 Iter: 300,	 Loss: 0.70647,	 Val-Acc1: 70.10 (Best: 70.28),	 Val-Acc5: 88.90
2021-01-24 21:52:03 - INFO - Epoch: 67,	 Iter: 400,	 Loss: 0.75479,	 Val-Acc1: 69.08 (Best: 70.28),	 Val-Acc5: 88.70
2021-01-24 21:52:21 - INFO - Epoch: 67,	 Iter: 500,	 Loss: 0.75453,	 Val-Acc1: 69.88 (Best: 70.28),	 Val-Acc5: 88.84
2021-01-24 21:52:38 - INFO - Epoch: 67,	 Iter: 600,	 Loss: 0.65279,	 Val-Acc1: 68.60 (Best: 70.28),	 Val-Acc5: 88.74
2021-01-24 21:52:55 - INFO - Epoch: 67,	 Iter: 700,	 Loss: 1.03794,	 Val-Acc1: 69.96 (Best: 70.28),	 Val-Acc5: 89.02
2021-01-24 21:53:12 - INFO - Epoch: 67,	 Iter: 800,	 Loss: 0.70765,	 Val-Acc1: 69.48 (Best: 70.28),	 Val-Acc5: 88.70
2021-01-24 21:53:34 - INFO - Epoch: 68,	 Iter: 0,	 Loss: 0.68352,	 Val-Acc1: 69.66 (Best: 70.28),	 Val-Acc5: 89.34
2021-01-24 21:53:51 - INFO - Epoch: 68,	 Iter: 100,	 Loss: 0.73829,	 Val-Acc1: 69.70 (Best: 70.28),	 Val-Acc5: 89.14
2021-01-24 21:54:08 - INFO - Epoch: 68,	 Iter: 200,	 Loss: 0.84330,	 Val-Acc1: 69.20 (Best: 70.28),	 Val-Acc5: 89.04
2021-01-24 21:54:25 - INFO - Epoch: 68,	 Iter: 300,	 Loss: 0.67346,	 Val-Acc1: 68.86 (Best: 70.28),	 Val-Acc5: 88.86
2021-01-24 21:54:42 - INFO - Epoch: 68,	 Iter: 400,	 Loss: 0.79255,	 Val-Acc1: 70.08 (Best: 70.28),	 Val-Acc5: 89.10
2021-01-24 21:55:00 - INFO - Epoch: 68,	 Iter: 500,	 Loss: 0.71734,	 Val-Acc1: 69.32 (Best: 70.28),	 Val-Acc5: 89.12
2021-01-24 21:55:17 - INFO - Epoch: 68,	 Iter: 600,	 Loss: 0.64797,	 Val-Acc1: 69.70 (Best: 70.28),	 Val-Acc5: 88.44
2021-01-24 21:55:34 - INFO - Epoch: 68,	 Iter: 700,	 Loss: 0.72402,	 Val-Acc1: 70.14 (Best: 70.28),	 Val-Acc5: 88.78
2021-01-24 21:55:52 - INFO - Epoch: 68,	 Iter: 800,	 Loss: 0.83795,	 Val-Acc1: 70.38 (Best: 70.38),	 Val-Acc5: 88.74
2021-01-24 21:56:14 - INFO - Epoch: 69,	 Iter: 0,	 Loss: 0.62298,	 Val-Acc1: 69.20 (Best: 70.38),	 Val-Acc5: 88.28
2021-01-24 21:56:31 - INFO - Epoch: 69,	 Iter: 100,	 Loss: 0.69392,	 Val-Acc1: 69.12 (Best: 70.38),	 Val-Acc5: 88.28
2021-01-24 21:56:48 - INFO - Epoch: 69,	 Iter: 200,	 Loss: 0.62956,	 Val-Acc1: 69.78 (Best: 70.38),	 Val-Acc5: 88.62
2021-01-24 21:57:05 - INFO - Epoch: 69,	 Iter: 300,	 Loss: 0.77052,	 Val-Acc1: 69.70 (Best: 70.38),	 Val-Acc5: 88.70
2021-01-24 21:57:22 - INFO - Epoch: 69,	 Iter: 400,	 Loss: 0.80858,	 Val-Acc1: 69.96 (Best: 70.38),	 Val-Acc5: 88.88
2021-01-24 21:57:39 - INFO - Epoch: 69,	 Iter: 500,	 Loss: 0.72237,	 Val-Acc1: 69.92 (Best: 70.38),	 Val-Acc5: 89.24
2021-01-24 21:57:56 - INFO - Epoch: 69,	 Iter: 600,	 Loss: 0.76189,	 Val-Acc1: 69.30 (Best: 70.38),	 Val-Acc5: 89.00
2021-01-24 21:58:14 - INFO - Epoch: 69,	 Iter: 700,	 Loss: 0.74430,	 Val-Acc1: 69.26 (Best: 70.38),	 Val-Acc5: 88.96
2021-01-24 21:58:31 - INFO - Epoch: 69,	 Iter: 800,	 Loss: 0.51639,	 Val-Acc1: 68.96 (Best: 70.38),	 Val-Acc5: 88.82
2021-01-24 21:58:52 - INFO - Epoch: 70,	 Iter: 0,	 Loss: 0.57114,	 Val-Acc1: 69.42 (Best: 70.38),	 Val-Acc5: 88.78
2021-01-24 21:59:09 - INFO - Epoch: 70,	 Iter: 100,	 Loss: 0.62529,	 Val-Acc1: 69.74 (Best: 70.38),	 Val-Acc5: 88.20
2021-01-24 21:59:26 - INFO - Epoch: 70,	 Iter: 200,	 Loss: 0.63844,	 Val-Acc1: 69.46 (Best: 70.38),	 Val-Acc5: 88.34
2021-01-24 21:59:43 - INFO - Epoch: 70,	 Iter: 300,	 Loss: 0.77279,	 Val-Acc1: 69.24 (Best: 70.38),	 Val-Acc5: 88.50
2021-01-24 22:00:01 - INFO - Epoch: 70,	 Iter: 400,	 Loss: 0.50413,	 Val-Acc1: 70.08 (Best: 70.38),	 Val-Acc5: 88.60
2021-01-24 22:00:18 - INFO - Epoch: 70,	 Iter: 500,	 Loss: 0.76194,	 Val-Acc1: 69.42 (Best: 70.38),	 Val-Acc5: 89.10
2021-01-24 22:00:35 - INFO - Epoch: 70,	 Iter: 600,	 Loss: 0.68324,	 Val-Acc1: 69.24 (Best: 70.38),	 Val-Acc5: 88.50
2021-01-24 22:00:52 - INFO - Epoch: 70,	 Iter: 700,	 Loss: 0.77550,	 Val-Acc1: 69.74 (Best: 70.38),	 Val-Acc5: 88.32
2021-01-24 22:01:09 - INFO - Epoch: 70,	 Iter: 800,	 Loss: 0.87297,	 Val-Acc1: 69.26 (Best: 70.38),	 Val-Acc5: 88.94
2021-01-24 22:01:31 - INFO - Epoch: 71,	 Iter: 0,	 Loss: 0.59015,	 Val-Acc1: 69.94 (Best: 70.38),	 Val-Acc5: 88.94
2021-01-24 22:01:49 - INFO - Epoch: 71,	 Iter: 100,	 Loss: 0.48846,	 Val-Acc1: 70.44 (Best: 70.44),	 Val-Acc5: 89.00
2021-01-24 22:02:06 - INFO - Epoch: 71,	 Iter: 200,	 Loss: 0.77289,	 Val-Acc1: 70.22 (Best: 70.44),	 Val-Acc5: 88.96
2021-01-24 22:02:23 - INFO - Epoch: 71,	 Iter: 300,	 Loss: 0.56178,	 Val-Acc1: 69.70 (Best: 70.44),	 Val-Acc5: 88.80
2021-01-24 22:02:40 - INFO - Epoch: 71,	 Iter: 400,	 Loss: 0.68008,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 22:02:57 - INFO - Epoch: 71,	 Iter: 500,	 Loss: 0.62886,	 Val-Acc1: 69.46 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 22:03:15 - INFO - Epoch: 71,	 Iter: 600,	 Loss: 0.68324,	 Val-Acc1: 70.24 (Best: 70.44),	 Val-Acc5: 88.56
2021-01-24 22:03:32 - INFO - Epoch: 71,	 Iter: 700,	 Loss: 0.68135,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 88.78
2021-01-24 22:03:49 - INFO - Epoch: 71,	 Iter: 800,	 Loss: 0.71060,	 Val-Acc1: 70.04 (Best: 70.44),	 Val-Acc5: 89.22
2021-01-24 22:04:10 - INFO - Epoch: 72,	 Iter: 0,	 Loss: 0.69066,	 Val-Acc1: 69.00 (Best: 70.44),	 Val-Acc5: 89.06
2021-01-24 22:04:27 - INFO - Epoch: 72,	 Iter: 100,	 Loss: 0.67789,	 Val-Acc1: 69.64 (Best: 70.44),	 Val-Acc5: 88.56
2021-01-24 22:04:44 - INFO - Epoch: 72,	 Iter: 200,	 Loss: 0.64197,	 Val-Acc1: 69.84 (Best: 70.44),	 Val-Acc5: 89.18
2021-01-24 22:05:01 - INFO - Epoch: 72,	 Iter: 300,	 Loss: 0.70334,	 Val-Acc1: 69.78 (Best: 70.44),	 Val-Acc5: 88.90
2021-01-24 22:05:19 - INFO - Epoch: 72,	 Iter: 400,	 Loss: 0.81018,	 Val-Acc1: 70.12 (Best: 70.44),	 Val-Acc5: 88.48
2021-01-24 22:05:36 - INFO - Epoch: 72,	 Iter: 500,	 Loss: 0.87721,	 Val-Acc1: 68.64 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 22:05:53 - INFO - Epoch: 72,	 Iter: 600,	 Loss: 0.81452,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 87.90
2021-01-24 22:06:10 - INFO - Epoch: 72,	 Iter: 700,	 Loss: 0.79544,	 Val-Acc1: 70.12 (Best: 70.44),	 Val-Acc5: 88.70
2021-01-24 22:06:27 - INFO - Epoch: 72,	 Iter: 800,	 Loss: 0.55672,	 Val-Acc1: 69.94 (Best: 70.44),	 Val-Acc5: 88.68
2021-01-24 22:06:48 - INFO - Epoch: 73,	 Iter: 0,	 Loss: 0.68122,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 89.10
2021-01-24 22:07:05 - INFO - Epoch: 73,	 Iter: 100,	 Loss: 0.81873,	 Val-Acc1: 70.26 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 22:07:23 - INFO - Epoch: 73,	 Iter: 200,	 Loss: 0.62897,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.20
2021-01-24 22:07:41 - INFO - Epoch: 73,	 Iter: 300,	 Loss: 0.84817,	 Val-Acc1: 70.08 (Best: 70.44),	 Val-Acc5: 88.60
2021-01-24 22:07:58 - INFO - Epoch: 73,	 Iter: 400,	 Loss: 0.58004,	 Val-Acc1: 68.68 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 22:08:16 - INFO - Epoch: 73,	 Iter: 500,	 Loss: 0.72963,	 Val-Acc1: 70.08 (Best: 70.44),	 Val-Acc5: 88.84
2021-01-24 22:08:33 - INFO - Epoch: 73,	 Iter: 600,	 Loss: 0.95193,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 22:08:50 - INFO - Epoch: 73,	 Iter: 700,	 Loss: 0.69006,	 Val-Acc1: 69.08 (Best: 70.44),	 Val-Acc5: 88.96
2021-01-24 22:09:07 - INFO - Epoch: 73,	 Iter: 800,	 Loss: 0.56738,	 Val-Acc1: 68.96 (Best: 70.44),	 Val-Acc5: 88.08
2021-01-24 22:09:29 - INFO - Epoch: 74,	 Iter: 0,	 Loss: 0.96147,	 Val-Acc1: 68.88 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 22:09:46 - INFO - Epoch: 74,	 Iter: 100,	 Loss: 0.67319,	 Val-Acc1: 69.82 (Best: 70.44),	 Val-Acc5: 88.82
2021-01-24 22:10:03 - INFO - Epoch: 74,	 Iter: 200,	 Loss: 0.73975,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 88.64
2021-01-24 22:10:20 - INFO - Epoch: 74,	 Iter: 300,	 Loss: 0.73829,	 Val-Acc1: 69.34 (Best: 70.44),	 Val-Acc5: 88.76
2021-01-24 22:10:37 - INFO - Epoch: 74,	 Iter: 400,	 Loss: 0.55825,	 Val-Acc1: 68.64 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:10:54 - INFO - Epoch: 74,	 Iter: 500,	 Loss: 0.60165,	 Val-Acc1: 69.02 (Best: 70.44),	 Val-Acc5: 88.72
2021-01-24 22:11:12 - INFO - Epoch: 74,	 Iter: 600,	 Loss: 0.71835,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 22:11:29 - INFO - Epoch: 74,	 Iter: 700,	 Loss: 0.77748,	 Val-Acc1: 69.44 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:11:46 - INFO - Epoch: 74,	 Iter: 800,	 Loss: 0.72597,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:12:09 - INFO - Epoch: 75,	 Iter: 0,	 Loss: 0.66551,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.12
2021-01-24 22:12:26 - INFO - Epoch: 75,	 Iter: 100,	 Loss: 0.62502,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 88.18
2021-01-24 22:12:43 - INFO - Epoch: 75,	 Iter: 200,	 Loss: 0.64112,	 Val-Acc1: 68.88 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:13:00 - INFO - Epoch: 75,	 Iter: 300,	 Loss: 0.81928,	 Val-Acc1: 69.66 (Best: 70.44),	 Val-Acc5: 88.52
2021-01-24 22:13:17 - INFO - Epoch: 75,	 Iter: 400,	 Loss: 0.53741,	 Val-Acc1: 69.70 (Best: 70.44),	 Val-Acc5: 89.04
2021-01-24 22:13:34 - INFO - Epoch: 75,	 Iter: 500,	 Loss: 0.84117,	 Val-Acc1: 70.10 (Best: 70.44),	 Val-Acc5: 88.50
2021-01-24 22:13:51 - INFO - Epoch: 75,	 Iter: 600,	 Loss: 0.64511,	 Val-Acc1: 68.64 (Best: 70.44),	 Val-Acc5: 88.38
2021-01-24 22:14:08 - INFO - Epoch: 75,	 Iter: 700,	 Loss: 0.73129,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 22:14:25 - INFO - Epoch: 75,	 Iter: 800,	 Loss: 0.58466,	 Val-Acc1: 69.58 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:14:46 - INFO - Epoch: 76,	 Iter: 0,	 Loss: 0.72961,	 Val-Acc1: 68.84 (Best: 70.44),	 Val-Acc5: 88.32
2021-01-24 22:15:03 - INFO - Epoch: 76,	 Iter: 100,	 Loss: 0.70131,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 88.14
2021-01-24 22:15:21 - INFO - Epoch: 76,	 Iter: 200,	 Loss: 0.90758,	 Val-Acc1: 69.10 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:15:38 - INFO - Epoch: 76,	 Iter: 300,	 Loss: 0.80721,	 Val-Acc1: 68.66 (Best: 70.44),	 Val-Acc5: 88.08
2021-01-24 22:15:55 - INFO - Epoch: 76,	 Iter: 400,	 Loss: 0.82067,	 Val-Acc1: 68.76 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:16:12 - INFO - Epoch: 76,	 Iter: 500,	 Loss: 0.94333,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 87.60
2021-01-24 22:16:29 - INFO - Epoch: 76,	 Iter: 600,	 Loss: 0.80969,	 Val-Acc1: 69.46 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 22:16:46 - INFO - Epoch: 76,	 Iter: 700,	 Loss: 0.66528,	 Val-Acc1: 69.18 (Best: 70.44),	 Val-Acc5: 88.12
2021-01-24 22:17:04 - INFO - Epoch: 76,	 Iter: 800,	 Loss: 0.62779,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:17:26 - INFO - Epoch: 77,	 Iter: 0,	 Loss: 0.71315,	 Val-Acc1: 69.08 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 22:17:43 - INFO - Epoch: 77,	 Iter: 100,	 Loss: 0.73015,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.06
2021-01-24 22:18:00 - INFO - Epoch: 77,	 Iter: 200,	 Loss: 0.63071,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 88.22
2021-01-24 22:18:17 - INFO - Epoch: 77,	 Iter: 300,	 Loss: 0.69493,	 Val-Acc1: 69.04 (Best: 70.44),	 Val-Acc5: 88.34
2021-01-24 22:18:34 - INFO - Epoch: 77,	 Iter: 400,	 Loss: 0.78719,	 Val-Acc1: 68.66 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:18:51 - INFO - Epoch: 77,	 Iter: 500,	 Loss: 0.70809,	 Val-Acc1: 68.40 (Best: 70.44),	 Val-Acc5: 88.26
2021-01-24 22:19:08 - INFO - Epoch: 77,	 Iter: 600,	 Loss: 0.70531,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:19:25 - INFO - Epoch: 77,	 Iter: 700,	 Loss: 0.72658,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 89.14
2021-01-24 22:19:42 - INFO - Epoch: 77,	 Iter: 800,	 Loss: 0.83583,	 Val-Acc1: 68.46 (Best: 70.44),	 Val-Acc5: 88.74
2021-01-24 22:20:04 - INFO - Epoch: 78,	 Iter: 0,	 Loss: 0.91519,	 Val-Acc1: 69.16 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 22:20:21 - INFO - Epoch: 78,	 Iter: 100,	 Loss: 0.65591,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 22:20:38 - INFO - Epoch: 78,	 Iter: 200,	 Loss: 0.72512,	 Val-Acc1: 69.56 (Best: 70.44),	 Val-Acc5: 88.18
2021-01-24 22:20:55 - INFO - Epoch: 78,	 Iter: 300,	 Loss: 0.94775,	 Val-Acc1: 68.52 (Best: 70.44),	 Val-Acc5: 88.38
2021-01-24 22:21:12 - INFO - Epoch: 78,	 Iter: 400,	 Loss: 0.68501,	 Val-Acc1: 68.80 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 22:21:29 - INFO - Epoch: 78,	 Iter: 500,	 Loss: 0.82608,	 Val-Acc1: 68.66 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 22:21:46 - INFO - Epoch: 78,	 Iter: 600,	 Loss: 0.83743,	 Val-Acc1: 68.58 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 22:22:03 - INFO - Epoch: 78,	 Iter: 700,	 Loss: 0.74766,	 Val-Acc1: 69.30 (Best: 70.44),	 Val-Acc5: 88.12
2021-01-24 22:22:20 - INFO - Epoch: 78,	 Iter: 800,	 Loss: 0.88951,	 Val-Acc1: 68.10 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 22:22:41 - INFO - Epoch: 79,	 Iter: 0,	 Loss: 0.83950,	 Val-Acc1: 68.50 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:22:58 - INFO - Epoch: 79,	 Iter: 100,	 Loss: 0.87425,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 88.88
2021-01-24 22:23:15 - INFO - Epoch: 79,	 Iter: 200,	 Loss: 0.72241,	 Val-Acc1: 68.40 (Best: 70.44),	 Val-Acc5: 87.68
2021-01-24 22:23:32 - INFO - Epoch: 79,	 Iter: 300,	 Loss: 0.51540,	 Val-Acc1: 68.40 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 22:23:49 - INFO - Epoch: 79,	 Iter: 400,	 Loss: 1.22875,	 Val-Acc1: 68.20 (Best: 70.44),	 Val-Acc5: 87.64
2021-01-24 22:24:06 - INFO - Epoch: 79,	 Iter: 500,	 Loss: 0.91987,	 Val-Acc1: 68.62 (Best: 70.44),	 Val-Acc5: 88.50
2021-01-24 22:24:23 - INFO - Epoch: 79,	 Iter: 600,	 Loss: 0.75887,	 Val-Acc1: 69.30 (Best: 70.44),	 Val-Acc5: 88.08
2021-01-24 22:24:41 - INFO - Epoch: 79,	 Iter: 700,	 Loss: 0.66485,	 Val-Acc1: 69.00 (Best: 70.44),	 Val-Acc5: 88.30
2021-01-24 22:24:58 - INFO - Epoch: 79,	 Iter: 800,	 Loss: 0.76109,	 Val-Acc1: 68.40 (Best: 70.44),	 Val-Acc5: 88.20
2021-01-24 22:25:19 - INFO - Epoch: 80,	 Iter: 0,	 Loss: 0.71090,	 Val-Acc1: 68.64 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 22:25:36 - INFO - Epoch: 80,	 Iter: 100,	 Loss: 0.63061,	 Val-Acc1: 68.84 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:25:53 - INFO - Epoch: 80,	 Iter: 200,	 Loss: 0.72692,	 Val-Acc1: 69.42 (Best: 70.44),	 Val-Acc5: 88.50
2021-01-24 22:26:10 - INFO - Epoch: 80,	 Iter: 300,	 Loss: 0.97530,	 Val-Acc1: 68.78 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:26:27 - INFO - Epoch: 80,	 Iter: 400,	 Loss: 0.70048,	 Val-Acc1: 68.36 (Best: 70.44),	 Val-Acc5: 88.26
2021-01-24 22:26:44 - INFO - Epoch: 80,	 Iter: 500,	 Loss: 0.84119,	 Val-Acc1: 68.78 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 22:27:01 - INFO - Epoch: 80,	 Iter: 600,	 Loss: 0.63472,	 Val-Acc1: 67.62 (Best: 70.44),	 Val-Acc5: 87.60
2021-01-24 22:27:18 - INFO - Epoch: 80,	 Iter: 700,	 Loss: 0.68508,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 22:27:35 - INFO - Epoch: 80,	 Iter: 800,	 Loss: 0.77763,	 Val-Acc1: 68.38 (Best: 70.44),	 Val-Acc5: 87.52
2021-01-24 22:27:57 - INFO - Epoch: 81,	 Iter: 0,	 Loss: 0.68398,	 Val-Acc1: 68.72 (Best: 70.44),	 Val-Acc5: 88.56
2021-01-24 22:28:14 - INFO - Epoch: 81,	 Iter: 100,	 Loss: 0.85436,	 Val-Acc1: 69.02 (Best: 70.44),	 Val-Acc5: 88.12
2021-01-24 22:28:31 - INFO - Epoch: 81,	 Iter: 200,	 Loss: 0.66808,	 Val-Acc1: 68.54 (Best: 70.44),	 Val-Acc5: 88.74
2021-01-24 22:28:48 - INFO - Epoch: 81,	 Iter: 300,	 Loss: 0.70458,	 Val-Acc1: 68.34 (Best: 70.44),	 Val-Acc5: 88.14
2021-01-24 22:29:05 - INFO - Epoch: 81,	 Iter: 400,	 Loss: 1.02158,	 Val-Acc1: 67.64 (Best: 70.44),	 Val-Acc5: 87.84
2021-01-24 22:29:22 - INFO - Epoch: 81,	 Iter: 500,	 Loss: 0.75175,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:29:39 - INFO - Epoch: 81,	 Iter: 600,	 Loss: 0.71379,	 Val-Acc1: 68.58 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:29:56 - INFO - Epoch: 81,	 Iter: 700,	 Loss: 0.80787,	 Val-Acc1: 69.50 (Best: 70.44),	 Val-Acc5: 88.76
2021-01-24 22:30:13 - INFO - Epoch: 81,	 Iter: 800,	 Loss: 0.57106,	 Val-Acc1: 68.70 (Best: 70.44),	 Val-Acc5: 88.64
2021-01-24 22:30:34 - INFO - Epoch: 82,	 Iter: 0,	 Loss: 0.79845,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 22:30:51 - INFO - Epoch: 82,	 Iter: 100,	 Loss: 0.64215,	 Val-Acc1: 68.38 (Best: 70.44),	 Val-Acc5: 88.54
2021-01-24 22:31:08 - INFO - Epoch: 82,	 Iter: 200,	 Loss: 0.70831,	 Val-Acc1: 68.32 (Best: 70.44),	 Val-Acc5: 88.08
2021-01-24 22:31:25 - INFO - Epoch: 82,	 Iter: 300,	 Loss: 0.68388,	 Val-Acc1: 68.42 (Best: 70.44),	 Val-Acc5: 88.32
2021-01-24 22:31:42 - INFO - Epoch: 82,	 Iter: 400,	 Loss: 0.73749,	 Val-Acc1: 68.80 (Best: 70.44),	 Val-Acc5: 88.64
2021-01-24 22:31:59 - INFO - Epoch: 82,	 Iter: 500,	 Loss: 0.66893,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 88.48
2021-01-24 22:32:16 - INFO - Epoch: 82,	 Iter: 600,	 Loss: 0.73716,	 Val-Acc1: 68.80 (Best: 70.44),	 Val-Acc5: 88.18
2021-01-24 22:32:33 - INFO - Epoch: 82,	 Iter: 700,	 Loss: 0.70190,	 Val-Acc1: 67.82 (Best: 70.44),	 Val-Acc5: 88.14
2021-01-24 22:32:51 - INFO - Epoch: 82,	 Iter: 800,	 Loss: 0.92116,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 22:33:12 - INFO - Epoch: 83,	 Iter: 0,	 Loss: 0.68118,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 22:33:29 - INFO - Epoch: 83,	 Iter: 100,	 Loss: 0.64940,	 Val-Acc1: 68.84 (Best: 70.44),	 Val-Acc5: 88.98
2021-01-24 22:33:46 - INFO - Epoch: 83,	 Iter: 200,	 Loss: 0.76980,	 Val-Acc1: 69.14 (Best: 70.44),	 Val-Acc5: 88.00
2021-01-24 22:34:03 - INFO - Epoch: 83,	 Iter: 300,	 Loss: 0.61423,	 Val-Acc1: 68.80 (Best: 70.44),	 Val-Acc5: 87.74
2021-01-24 22:34:20 - INFO - Epoch: 83,	 Iter: 400,	 Loss: 0.93706,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:34:37 - INFO - Epoch: 83,	 Iter: 500,	 Loss: 0.92585,	 Val-Acc1: 68.76 (Best: 70.44),	 Val-Acc5: 88.10
2021-01-24 22:34:54 - INFO - Epoch: 83,	 Iter: 600,	 Loss: 0.95071,	 Val-Acc1: 68.90 (Best: 70.44),	 Val-Acc5: 88.10
2021-01-24 22:35:11 - INFO - Epoch: 83,	 Iter: 700,	 Loss: 0.72984,	 Val-Acc1: 68.66 (Best: 70.44),	 Val-Acc5: 88.38
2021-01-24 22:35:28 - INFO - Epoch: 83,	 Iter: 800,	 Loss: 0.76591,	 Val-Acc1: 69.36 (Best: 70.44),	 Val-Acc5: 88.52
2021-01-24 22:35:49 - INFO - Epoch: 84,	 Iter: 0,	 Loss: 0.69658,	 Val-Acc1: 68.26 (Best: 70.44),	 Val-Acc5: 89.06
2021-01-24 22:36:06 - INFO - Epoch: 84,	 Iter: 100,	 Loss: 0.55261,	 Val-Acc1: 68.72 (Best: 70.44),	 Val-Acc5: 88.26
2021-01-24 22:36:24 - INFO - Epoch: 84,	 Iter: 200,	 Loss: 0.65810,	 Val-Acc1: 68.56 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 22:36:41 - INFO - Epoch: 84,	 Iter: 300,	 Loss: 0.61346,	 Val-Acc1: 69.34 (Best: 70.44),	 Val-Acc5: 88.48
2021-01-24 22:36:58 - INFO - Epoch: 84,	 Iter: 400,	 Loss: 0.73433,	 Val-Acc1: 68.62 (Best: 70.44),	 Val-Acc5: 87.96
2021-01-24 22:37:15 - INFO - Epoch: 84,	 Iter: 500,	 Loss: 0.74383,	 Val-Acc1: 68.44 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:37:32 - INFO - Epoch: 84,	 Iter: 600,	 Loss: 0.73710,	 Val-Acc1: 68.44 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:37:49 - INFO - Epoch: 84,	 Iter: 700,	 Loss: 0.76854,	 Val-Acc1: 68.54 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:38:06 - INFO - Epoch: 84,	 Iter: 800,	 Loss: 0.85258,	 Val-Acc1: 68.26 (Best: 70.44),	 Val-Acc5: 87.90
2021-01-24 22:38:28 - INFO - Epoch: 85,	 Iter: 0,	 Loss: 0.84948,	 Val-Acc1: 68.22 (Best: 70.44),	 Val-Acc5: 88.22
2021-01-24 22:38:45 - INFO - Epoch: 85,	 Iter: 100,	 Loss: 0.62403,	 Val-Acc1: 68.60 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:39:02 - INFO - Epoch: 85,	 Iter: 200,	 Loss: 0.67305,	 Val-Acc1: 68.90 (Best: 70.44),	 Val-Acc5: 88.94
2021-01-24 22:39:19 - INFO - Epoch: 85,	 Iter: 300,	 Loss: 0.67157,	 Val-Acc1: 68.52 (Best: 70.44),	 Val-Acc5: 88.88
2021-01-24 22:39:36 - INFO - Epoch: 85,	 Iter: 400,	 Loss: 0.90647,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 88.48
2021-01-24 22:39:53 - INFO - Epoch: 85,	 Iter: 500,	 Loss: 0.96920,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 22:40:10 - INFO - Epoch: 85,	 Iter: 600,	 Loss: 0.64832,	 Val-Acc1: 68.28 (Best: 70.44),	 Val-Acc5: 88.10
2021-01-24 22:40:27 - INFO - Epoch: 85,	 Iter: 700,	 Loss: 0.75664,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:40:44 - INFO - Epoch: 85,	 Iter: 800,	 Loss: 0.57154,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 88.32
2021-01-24 22:41:06 - INFO - Epoch: 86,	 Iter: 0,	 Loss: 0.62475,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 22:41:23 - INFO - Epoch: 86,	 Iter: 100,	 Loss: 0.71540,	 Val-Acc1: 68.56 (Best: 70.44),	 Val-Acc5: 88.94
2021-01-24 22:41:40 - INFO - Epoch: 86,	 Iter: 200,	 Loss: 0.65976,	 Val-Acc1: 68.66 (Best: 70.44),	 Val-Acc5: 87.78
2021-01-24 22:41:57 - INFO - Epoch: 86,	 Iter: 300,	 Loss: 0.53041,	 Val-Acc1: 68.88 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:42:14 - INFO - Epoch: 86,	 Iter: 400,	 Loss: 0.61536,	 Val-Acc1: 68.60 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:42:31 - INFO - Epoch: 86,	 Iter: 500,	 Loss: 0.86135,	 Val-Acc1: 68.72 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 22:42:48 - INFO - Epoch: 86,	 Iter: 600,	 Loss: 0.83480,	 Val-Acc1: 68.70 (Best: 70.44),	 Val-Acc5: 88.34
2021-01-24 22:43:05 - INFO - Epoch: 86,	 Iter: 700,	 Loss: 0.82185,	 Val-Acc1: 68.72 (Best: 70.44),	 Val-Acc5: 88.14
2021-01-24 22:43:22 - INFO - Epoch: 86,	 Iter: 800,	 Loss: 0.74279,	 Val-Acc1: 68.56 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 22:43:43 - INFO - Epoch: 87,	 Iter: 0,	 Loss: 0.55497,	 Val-Acc1: 68.52 (Best: 70.44),	 Val-Acc5: 89.06
2021-01-24 22:44:00 - INFO - Epoch: 87,	 Iter: 100,	 Loss: 0.61396,	 Val-Acc1: 68.84 (Best: 70.44),	 Val-Acc5: 88.18
2021-01-24 22:44:17 - INFO - Epoch: 87,	 Iter: 200,	 Loss: 0.81286,	 Val-Acc1: 69.44 (Best: 70.44),	 Val-Acc5: 88.12
2021-01-24 22:44:34 - INFO - Epoch: 87,	 Iter: 300,	 Loss: 0.67839,	 Val-Acc1: 68.48 (Best: 70.44),	 Val-Acc5: 88.10
2021-01-24 22:44:51 - INFO - Epoch: 87,	 Iter: 400,	 Loss: 0.67212,	 Val-Acc1: 68.48 (Best: 70.44),	 Val-Acc5: 88.38
2021-01-24 22:45:08 - INFO - Epoch: 87,	 Iter: 500,	 Loss: 0.60944,	 Val-Acc1: 68.74 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:45:25 - INFO - Epoch: 87,	 Iter: 600,	 Loss: 0.67224,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 88.34
2021-01-24 22:45:42 - INFO - Epoch: 87,	 Iter: 700,	 Loss: 0.77012,	 Val-Acc1: 68.90 (Best: 70.44),	 Val-Acc5: 88.22
2021-01-24 22:46:00 - INFO - Epoch: 87,	 Iter: 800,	 Loss: 0.87275,	 Val-Acc1: 68.56 (Best: 70.44),	 Val-Acc5: 88.00
2021-01-24 22:46:21 - INFO - Epoch: 88,	 Iter: 0,	 Loss: 0.72156,	 Val-Acc1: 68.50 (Best: 70.44),	 Val-Acc5: 87.70
2021-01-24 22:46:38 - INFO - Epoch: 88,	 Iter: 100,	 Loss: 0.61754,	 Val-Acc1: 68.14 (Best: 70.44),	 Val-Acc5: 88.14
2021-01-24 22:46:55 - INFO - Epoch: 88,	 Iter: 200,	 Loss: 0.73584,	 Val-Acc1: 69.58 (Best: 70.44),	 Val-Acc5: 88.06
2021-01-24 22:47:12 - INFO - Epoch: 88,	 Iter: 300,	 Loss: 0.64721,	 Val-Acc1: 68.80 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 22:47:29 - INFO - Epoch: 88,	 Iter: 400,	 Loss: 0.73323,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 22:47:46 - INFO - Epoch: 88,	 Iter: 500,	 Loss: 0.66978,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 87.92
2021-01-24 22:48:03 - INFO - Epoch: 88,	 Iter: 600,	 Loss: 0.70626,	 Val-Acc1: 69.56 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:48:21 - INFO - Epoch: 88,	 Iter: 700,	 Loss: 0.74982,	 Val-Acc1: 68.64 (Best: 70.44),	 Val-Acc5: 87.92
2021-01-24 22:48:38 - INFO - Epoch: 88,	 Iter: 800,	 Loss: 0.73701,	 Val-Acc1: 69.30 (Best: 70.44),	 Val-Acc5: 88.70
2021-01-24 22:48:59 - INFO - Epoch: 89,	 Iter: 0,	 Loss: 0.94071,	 Val-Acc1: 69.22 (Best: 70.44),	 Val-Acc5: 88.80
2021-01-24 22:49:16 - INFO - Epoch: 89,	 Iter: 100,	 Loss: 0.65372,	 Val-Acc1: 69.96 (Best: 70.44),	 Val-Acc5: 89.12
2021-01-24 22:49:33 - INFO - Epoch: 89,	 Iter: 200,	 Loss: 0.97687,	 Val-Acc1: 69.38 (Best: 70.44),	 Val-Acc5: 88.18
2021-01-24 22:49:51 - INFO - Epoch: 89,	 Iter: 300,	 Loss: 0.79980,	 Val-Acc1: 69.60 (Best: 70.44),	 Val-Acc5: 88.32
2021-01-24 22:50:08 - INFO - Epoch: 89,	 Iter: 400,	 Loss: 0.76212,	 Val-Acc1: 68.98 (Best: 70.44),	 Val-Acc5: 89.04
2021-01-24 22:50:25 - INFO - Epoch: 89,	 Iter: 500,	 Loss: 0.68029,	 Val-Acc1: 69.10 (Best: 70.44),	 Val-Acc5: 88.54
2021-01-24 22:50:42 - INFO - Epoch: 89,	 Iter: 600,	 Loss: 0.69614,	 Val-Acc1: 69.38 (Best: 70.44),	 Val-Acc5: 88.08
2021-01-24 22:51:00 - INFO - Epoch: 89,	 Iter: 700,	 Loss: 0.88421,	 Val-Acc1: 69.90 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 22:51:17 - INFO - Epoch: 89,	 Iter: 800,	 Loss: 0.96674,	 Val-Acc1: 68.90 (Best: 70.44),	 Val-Acc5: 88.20
2021-01-24 22:51:38 - INFO - Epoch: 90,	 Iter: 0,	 Loss: 0.78838,	 Val-Acc1: 69.30 (Best: 70.44),	 Val-Acc5: 88.76
2021-01-24 22:51:55 - INFO - Epoch: 90,	 Iter: 100,	 Loss: 0.69931,	 Val-Acc1: 69.20 (Best: 70.44),	 Val-Acc5: 87.86
2021-01-24 22:52:13 - INFO - Epoch: 90,	 Iter: 200,	 Loss: 0.80575,	 Val-Acc1: 69.00 (Best: 70.44),	 Val-Acc5: 88.76
2021-01-24 22:52:30 - INFO - Epoch: 90,	 Iter: 300,	 Loss: 0.64258,	 Val-Acc1: 68.44 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 22:52:47 - INFO - Epoch: 90,	 Iter: 400,	 Loss: 0.75549,	 Val-Acc1: 68.96 (Best: 70.44),	 Val-Acc5: 88.26
2021-01-24 22:53:04 - INFO - Epoch: 90,	 Iter: 500,	 Loss: 0.78230,	 Val-Acc1: 69.16 (Best: 70.44),	 Val-Acc5: 88.38
2021-01-24 22:53:21 - INFO - Epoch: 90,	 Iter: 600,	 Loss: 0.85843,	 Val-Acc1: 68.96 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 22:53:39 - INFO - Epoch: 90,	 Iter: 700,	 Loss: 0.74461,	 Val-Acc1: 69.64 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 22:53:56 - INFO - Epoch: 90,	 Iter: 800,	 Loss: 0.67937,	 Val-Acc1: 69.56 (Best: 70.44),	 Val-Acc5: 88.32
2021-01-24 22:54:17 - INFO - Epoch: 91,	 Iter: 0,	 Loss: 0.60806,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.78
2021-01-24 22:54:34 - INFO - Epoch: 91,	 Iter: 100,	 Loss: 0.50147,	 Val-Acc1: 69.56 (Best: 70.44),	 Val-Acc5: 88.38
2021-01-24 22:54:51 - INFO - Epoch: 91,	 Iter: 200,	 Loss: 0.79310,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 88.92
2021-01-24 22:55:08 - INFO - Epoch: 91,	 Iter: 300,	 Loss: 0.97758,	 Val-Acc1: 68.78 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 22:55:26 - INFO - Epoch: 91,	 Iter: 400,	 Loss: 0.95092,	 Val-Acc1: 69.34 (Best: 70.44),	 Val-Acc5: 88.78
2021-01-24 22:55:43 - INFO - Epoch: 91,	 Iter: 500,	 Loss: 0.85407,	 Val-Acc1: 68.94 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 22:56:00 - INFO - Epoch: 91,	 Iter: 600,	 Loss: 0.88363,	 Val-Acc1: 69.50 (Best: 70.44),	 Val-Acc5: 88.30
2021-01-24 22:56:17 - INFO - Epoch: 91,	 Iter: 700,	 Loss: 0.70786,	 Val-Acc1: 68.80 (Best: 70.44),	 Val-Acc5: 88.12
2021-01-24 22:56:35 - INFO - Epoch: 91,	 Iter: 800,	 Loss: 0.82000,	 Val-Acc1: 69.08 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 22:56:57 - INFO - Epoch: 92,	 Iter: 0,	 Loss: 0.77320,	 Val-Acc1: 69.30 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:57:14 - INFO - Epoch: 92,	 Iter: 100,	 Loss: 0.73572,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 87.84
2021-01-24 22:57:31 - INFO - Epoch: 92,	 Iter: 200,	 Loss: 0.70795,	 Val-Acc1: 70.02 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 22:57:48 - INFO - Epoch: 92,	 Iter: 300,	 Loss: 0.71524,	 Val-Acc1: 69.32 (Best: 70.44),	 Val-Acc5: 88.24
2021-01-24 22:58:05 - INFO - Epoch: 92,	 Iter: 400,	 Loss: 0.79616,	 Val-Acc1: 68.86 (Best: 70.44),	 Val-Acc5: 88.74
2021-01-24 22:58:23 - INFO - Epoch: 92,	 Iter: 500,	 Loss: 0.57418,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 22:58:40 - INFO - Epoch: 92,	 Iter: 600,	 Loss: 0.75368,	 Val-Acc1: 69.08 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 22:58:57 - INFO - Epoch: 92,	 Iter: 700,	 Loss: 0.92615,	 Val-Acc1: 69.04 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 22:59:14 - INFO - Epoch: 92,	 Iter: 800,	 Loss: 0.88979,	 Val-Acc1: 68.60 (Best: 70.44),	 Val-Acc5: 87.90
2021-01-24 22:59:35 - INFO - Epoch: 93,	 Iter: 0,	 Loss: 0.82391,	 Val-Acc1: 68.76 (Best: 70.44),	 Val-Acc5: 88.64
2021-01-24 22:59:52 - INFO - Epoch: 93,	 Iter: 100,	 Loss: 0.79721,	 Val-Acc1: 69.40 (Best: 70.44),	 Val-Acc5: 88.52
2021-01-24 23:00:09 - INFO - Epoch: 93,	 Iter: 200,	 Loss: 0.69480,	 Val-Acc1: 69.08 (Best: 70.44),	 Val-Acc5: 88.20
2021-01-24 23:00:27 - INFO - Epoch: 93,	 Iter: 300,	 Loss: 1.02987,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 88.60
2021-01-24 23:00:44 - INFO - Epoch: 93,	 Iter: 400,	 Loss: 0.84188,	 Val-Acc1: 69.48 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 23:01:01 - INFO - Epoch: 93,	 Iter: 500,	 Loss: 0.71650,	 Val-Acc1: 68.70 (Best: 70.44),	 Val-Acc5: 88.22
2021-01-24 23:01:18 - INFO - Epoch: 93,	 Iter: 600,	 Loss: 0.74444,	 Val-Acc1: 68.96 (Best: 70.44),	 Val-Acc5: 88.18
2021-01-24 23:01:35 - INFO - Epoch: 93,	 Iter: 700,	 Loss: 0.74467,	 Val-Acc1: 68.26 (Best: 70.44),	 Val-Acc5: 88.48
2021-01-24 23:01:52 - INFO - Epoch: 93,	 Iter: 800,	 Loss: 0.73434,	 Val-Acc1: 69.14 (Best: 70.44),	 Val-Acc5: 87.98
2021-01-24 23:02:13 - INFO - Epoch: 94,	 Iter: 0,	 Loss: 0.65989,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 87.88
2021-01-24 23:02:30 - INFO - Epoch: 94,	 Iter: 100,	 Loss: 0.73565,	 Val-Acc1: 69.52 (Best: 70.44),	 Val-Acc5: 89.18
2021-01-24 23:02:47 - INFO - Epoch: 94,	 Iter: 200,	 Loss: 0.85908,	 Val-Acc1: 69.24 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 23:03:05 - INFO - Epoch: 94,	 Iter: 300,	 Loss: 0.84387,	 Val-Acc1: 68.58 (Best: 70.44),	 Val-Acc5: 88.36
2021-01-24 23:03:22 - INFO - Epoch: 94,	 Iter: 400,	 Loss: 0.88240,	 Val-Acc1: 69.70 (Best: 70.44),	 Val-Acc5: 88.40
2021-01-24 23:03:39 - INFO - Epoch: 94,	 Iter: 500,	 Loss: 0.82592,	 Val-Acc1: 69.40 (Best: 70.44),	 Val-Acc5: 88.56
2021-01-24 23:03:56 - INFO - Epoch: 94,	 Iter: 600,	 Loss: 0.57411,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 87.76
2021-01-24 23:04:13 - INFO - Epoch: 94,	 Iter: 700,	 Loss: 0.79474,	 Val-Acc1: 67.94 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 23:04:30 - INFO - Epoch: 94,	 Iter: 800,	 Loss: 0.83816,	 Val-Acc1: 69.82 (Best: 70.44),	 Val-Acc5: 88.84
2021-01-24 23:04:51 - INFO - Epoch: 95,	 Iter: 0,	 Loss: 0.67437,	 Val-Acc1: 69.36 (Best: 70.44),	 Val-Acc5: 88.72
2021-01-24 23:05:09 - INFO - Epoch: 95,	 Iter: 100,	 Loss: 0.54940,	 Val-Acc1: 68.84 (Best: 70.44),	 Val-Acc5: 88.20
2021-01-24 23:05:26 - INFO - Epoch: 95,	 Iter: 200,	 Loss: 0.62427,	 Val-Acc1: 69.44 (Best: 70.44),	 Val-Acc5: 88.48
2021-01-24 23:05:43 - INFO - Epoch: 95,	 Iter: 300,	 Loss: 0.65828,	 Val-Acc1: 68.72 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 23:06:00 - INFO - Epoch: 95,	 Iter: 400,	 Loss: 0.90790,	 Val-Acc1: 68.10 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 23:06:17 - INFO - Epoch: 95,	 Iter: 500,	 Loss: 0.70302,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 88.96
2021-01-24 23:06:34 - INFO - Epoch: 95,	 Iter: 600,	 Loss: 0.79649,	 Val-Acc1: 69.00 (Best: 70.44),	 Val-Acc5: 88.90
2021-01-24 23:06:51 - INFO - Epoch: 95,	 Iter: 700,	 Loss: 0.60961,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 88.70
2021-01-24 23:07:08 - INFO - Epoch: 95,	 Iter: 800,	 Loss: 0.77464,	 Val-Acc1: 68.54 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 23:07:30 - INFO - Epoch: 96,	 Iter: 0,	 Loss: 0.71329,	 Val-Acc1: 68.86 (Best: 70.44),	 Val-Acc5: 87.76
2021-01-24 23:07:48 - INFO - Epoch: 96,	 Iter: 100,	 Loss: 0.69553,	 Val-Acc1: 69.60 (Best: 70.44),	 Val-Acc5: 88.60
2021-01-24 23:08:05 - INFO - Epoch: 96,	 Iter: 200,	 Loss: 0.70602,	 Val-Acc1: 69.50 (Best: 70.44),	 Val-Acc5: 88.14
2021-01-24 23:08:22 - INFO - Epoch: 96,	 Iter: 300,	 Loss: 0.53764,	 Val-Acc1: 69.18 (Best: 70.44),	 Val-Acc5: 88.70
2021-01-24 23:08:39 - INFO - Epoch: 96,	 Iter: 400,	 Loss: 0.76510,	 Val-Acc1: 68.90 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 23:08:56 - INFO - Epoch: 96,	 Iter: 500,	 Loss: 0.80773,	 Val-Acc1: 69.74 (Best: 70.44),	 Val-Acc5: 88.52
2021-01-24 23:09:13 - INFO - Epoch: 96,	 Iter: 600,	 Loss: 0.83011,	 Val-Acc1: 69.34 (Best: 70.44),	 Val-Acc5: 88.34
2021-01-24 23:09:30 - INFO - Epoch: 96,	 Iter: 700,	 Loss: 0.79694,	 Val-Acc1: 69.36 (Best: 70.44),	 Val-Acc5: 87.82
2021-01-24 23:09:47 - INFO - Epoch: 96,	 Iter: 800,	 Loss: 0.69405,	 Val-Acc1: 69.30 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 23:10:09 - INFO - Epoch: 97,	 Iter: 0,	 Loss: 0.66043,	 Val-Acc1: 68.42 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 23:10:26 - INFO - Epoch: 97,	 Iter: 100,	 Loss: 0.83676,	 Val-Acc1: 68.74 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 23:10:43 - INFO - Epoch: 97,	 Iter: 200,	 Loss: 0.76167,	 Val-Acc1: 68.90 (Best: 70.44),	 Val-Acc5: 87.92
2021-01-24 23:11:00 - INFO - Epoch: 97,	 Iter: 300,	 Loss: 0.62328,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 23:11:17 - INFO - Epoch: 97,	 Iter: 400,	 Loss: 0.74869,	 Val-Acc1: 68.48 (Best: 70.44),	 Val-Acc5: 88.22
2021-01-24 23:11:34 - INFO - Epoch: 97,	 Iter: 500,	 Loss: 0.94140,	 Val-Acc1: 68.74 (Best: 70.44),	 Val-Acc5: 88.54
2021-01-24 23:11:51 - INFO - Epoch: 97,	 Iter: 600,	 Loss: 0.81112,	 Val-Acc1: 68.70 (Best: 70.44),	 Val-Acc5: 89.12
2021-01-24 23:12:09 - INFO - Epoch: 97,	 Iter: 700,	 Loss: 0.51265,	 Val-Acc1: 68.82 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 23:12:26 - INFO - Epoch: 97,	 Iter: 800,	 Loss: 0.92037,	 Val-Acc1: 68.88 (Best: 70.44),	 Val-Acc5: 88.52
2021-01-24 23:12:47 - INFO - Epoch: 98,	 Iter: 0,	 Loss: 0.66089,	 Val-Acc1: 68.92 (Best: 70.44),	 Val-Acc5: 87.92
2021-01-24 23:13:05 - INFO - Epoch: 98,	 Iter: 100,	 Loss: 0.66293,	 Val-Acc1: 68.88 (Best: 70.44),	 Val-Acc5: 88.20
2021-01-24 23:13:22 - INFO - Epoch: 98,	 Iter: 200,	 Loss: 0.76625,	 Val-Acc1: 68.36 (Best: 70.44),	 Val-Acc5: 88.06
2021-01-24 23:13:39 - INFO - Epoch: 98,	 Iter: 300,	 Loss: 0.66781,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 23:13:56 - INFO - Epoch: 98,	 Iter: 400,	 Loss: 0.79810,	 Val-Acc1: 69.40 (Best: 70.44),	 Val-Acc5: 87.74
2021-01-24 23:14:13 - INFO - Epoch: 98,	 Iter: 500,	 Loss: 0.79149,	 Val-Acc1: 69.02 (Best: 70.44),	 Val-Acc5: 87.96
2021-01-24 23:14:30 - INFO - Epoch: 98,	 Iter: 600,	 Loss: 0.70234,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 23:14:49 - INFO - Epoch: 98,	 Iter: 700,	 Loss: 0.62057,	 Val-Acc1: 68.86 (Best: 70.44),	 Val-Acc5: 87.90
2021-01-24 23:15:06 - INFO - Epoch: 98,	 Iter: 800,	 Loss: 0.93717,	 Val-Acc1: 69.18 (Best: 70.44),	 Val-Acc5: 88.50
2021-01-24 23:15:27 - INFO - Epoch: 99,	 Iter: 0,	 Loss: 0.70423,	 Val-Acc1: 69.74 (Best: 70.44),	 Val-Acc5: 88.64
2021-01-24 23:15:45 - INFO - Epoch: 99,	 Iter: 100,	 Loss: 0.59933,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.02
2021-01-24 23:16:02 - INFO - Epoch: 99,	 Iter: 200,	 Loss: 0.68513,	 Val-Acc1: 68.84 (Best: 70.44),	 Val-Acc5: 88.28
2021-01-24 23:16:19 - INFO - Epoch: 99,	 Iter: 300,	 Loss: 0.66798,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 88.46
2021-01-24 23:16:36 - INFO - Epoch: 99,	 Iter: 400,	 Loss: 0.82166,	 Val-Acc1: 70.08 (Best: 70.44),	 Val-Acc5: 88.50
2021-01-24 23:16:54 - INFO - Epoch: 99,	 Iter: 500,	 Loss: 0.82109,	 Val-Acc1: 68.30 (Best: 70.44),	 Val-Acc5: 88.00
2021-01-24 23:17:11 - INFO - Epoch: 99,	 Iter: 600,	 Loss: 0.63821,	 Val-Acc1: 69.48 (Best: 70.44),	 Val-Acc5: 88.84
2021-01-24 23:17:28 - INFO - Epoch: 99,	 Iter: 700,	 Loss: 0.81825,	 Val-Acc1: 69.28 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 23:17:45 - INFO - Epoch: 99,	 Iter: 800,	 Loss: 0.83860,	 Val-Acc1: 69.42 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 23:18:07 - INFO - Epoch: 100,	 Iter: 0,	 Loss: 0.47163,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 88.32
2021-01-24 23:18:07 - INFO - lr: 1.6000000000000003e-05
2021-01-24 23:18:24 - INFO - Epoch: 100,	 Iter: 100,	 Loss: 0.78180,	 Val-Acc1: 68.74 (Best: 70.44),	 Val-Acc5: 88.80
2021-01-24 23:18:41 - INFO - Epoch: 100,	 Iter: 200,	 Loss: 0.76070,	 Val-Acc1: 69.38 (Best: 70.44),	 Val-Acc5: 89.18
2021-01-24 23:18:58 - INFO - Epoch: 100,	 Iter: 300,	 Loss: 0.73249,	 Val-Acc1: 69.62 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 23:19:15 - INFO - Epoch: 100,	 Iter: 400,	 Loss: 0.78404,	 Val-Acc1: 69.38 (Best: 70.44),	 Val-Acc5: 87.64
2021-01-24 23:19:32 - INFO - Epoch: 100,	 Iter: 500,	 Loss: 0.67875,	 Val-Acc1: 69.78 (Best: 70.44),	 Val-Acc5: 88.82
2021-01-24 23:19:50 - INFO - Epoch: 100,	 Iter: 600,	 Loss: 0.69294,	 Val-Acc1: 69.38 (Best: 70.44),	 Val-Acc5: 88.84
2021-01-24 23:20:07 - INFO - Epoch: 100,	 Iter: 700,	 Loss: 0.60028,	 Val-Acc1: 69.58 (Best: 70.44),	 Val-Acc5: 88.76
2021-01-24 23:20:24 - INFO - Epoch: 100,	 Iter: 800,	 Loss: 0.70319,	 Val-Acc1: 69.38 (Best: 70.44),	 Val-Acc5: 88.64
2021-01-24 23:20:45 - INFO - Epoch: 101,	 Iter: 0,	 Loss: 0.70425,	 Val-Acc1: 70.24 (Best: 70.44),	 Val-Acc5: 88.68
2021-01-24 23:21:02 - INFO - Epoch: 101,	 Iter: 100,	 Loss: 0.82930,	 Val-Acc1: 69.54 (Best: 70.44),	 Val-Acc5: 88.74
2021-01-24 23:21:19 - INFO - Epoch: 101,	 Iter: 200,	 Loss: 0.82191,	 Val-Acc1: 69.76 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 23:21:37 - INFO - Epoch: 101,	 Iter: 300,	 Loss: 0.57468,	 Val-Acc1: 69.78 (Best: 70.44),	 Val-Acc5: 88.58
2021-01-24 23:21:54 - INFO - Epoch: 101,	 Iter: 400,	 Loss: 0.46638,	 Val-Acc1: 69.86 (Best: 70.44),	 Val-Acc5: 89.10
2021-01-24 23:22:11 - INFO - Epoch: 101,	 Iter: 500,	 Loss: 0.83629,	 Val-Acc1: 69.90 (Best: 70.44),	 Val-Acc5: 88.78
2021-01-24 23:22:28 - INFO - Epoch: 101,	 Iter: 600,	 Loss: 0.67365,	 Val-Acc1: 69.22 (Best: 70.44),	 Val-Acc5: 88.44
2021-01-24 23:22:45 - INFO - Epoch: 101,	 Iter: 700,	 Loss: 0.74603,	 Val-Acc1: 69.98 (Best: 70.44),	 Val-Acc5: 88.66
2021-01-24 23:23:02 - INFO - Epoch: 101,	 Iter: 800,	 Loss: 0.64186,	 Val-Acc1: 70.02 (Best: 70.44),	 Val-Acc5: 88.42
2021-01-24 23:23:24 - INFO - Epoch: 102,	 Iter: 0,	 Loss: 0.54367,	 Val-Acc1: 69.86 (Best: 70.44),	 Val-Acc5: 89.04
2021-01-24 23:23:41 - INFO - Epoch: 102,	 Iter: 100,	 Loss: 0.63349,	 Val-Acc1: 69.78 (Best: 70.44),	 Val-Acc5: 89.10
2021-01-24 23:23:58 - INFO - Epoch: 102,	 Iter: 200,	 Loss: 0.83686,	 Val-Acc1: 69.06 (Best: 70.44),	 Val-Acc5: 88.10
2021-01-24 23:24:15 - INFO - Epoch: 102,	 Iter: 300,	 Loss: 0.77272,	 Val-Acc1: 69.12 (Best: 70.44),	 Val-Acc5: 88.88
2021-01-24 23:24:32 - INFO - Epoch: 102,	 Iter: 400,	 Loss: 0.75423,	 Val-Acc1: 69.78 (Best: 70.44),	 Val-Acc5: 88.62
2021-01-24 23:24:49 - INFO - Epoch: 102,	 Iter: 500,	 Loss: 0.54337,	 Val-Acc1: 69.64 (Best: 70.44),	 Val-Acc5: 88.16
2021-01-24 23:25:06 - INFO - Epoch: 102,	 Iter: 600,	 Loss: 0.74854,	 Val-Acc1: 69.54 (Best: 70.44),	 Val-Acc5: 88.68
2021-01-24 23:25:23 - INFO - Epoch: 102,	 Iter: 700,	 Loss: 0.69804,	 Val-Acc1: 69.52 (Best: 70.44),	 Val-Acc5: 87.96
2021-01-24 23:25:40 - INFO - Epoch: 102,	 Iter: 800,	 Loss: 0.72920,	 Val-Acc1: 70.46 (Best: 70.46),	 Val-Acc5: 88.08
2021-01-24 23:26:01 - INFO - Epoch: 103,	 Iter: 0,	 Loss: 0.69553,	 Val-Acc1: 69.96 (Best: 70.46),	 Val-Acc5: 88.60
2021-01-24 23:26:19 - INFO - Epoch: 103,	 Iter: 100,	 Loss: 0.45891,	 Val-Acc1: 69.34 (Best: 70.46),	 Val-Acc5: 88.62
2021-01-24 23:26:36 - INFO - Epoch: 103,	 Iter: 200,	 Loss: 0.64904,	 Val-Acc1: 70.20 (Best: 70.46),	 Val-Acc5: 88.06
2021-01-24 23:26:53 - INFO - Epoch: 103,	 Iter: 300,	 Loss: 0.72186,	 Val-Acc1: 69.78 (Best: 70.46),	 Val-Acc5: 88.32
2021-01-24 23:27:10 - INFO - Epoch: 103,	 Iter: 400,	 Loss: 0.50008,	 Val-Acc1: 70.82 (Best: 70.82),	 Val-Acc5: 88.50
2021-01-24 23:27:27 - INFO - Epoch: 103,	 Iter: 500,	 Loss: 0.85633,	 Val-Acc1: 69.00 (Best: 70.82),	 Val-Acc5: 88.20
2021-01-24 23:27:44 - INFO - Epoch: 103,	 Iter: 600,	 Loss: 0.86285,	 Val-Acc1: 70.24 (Best: 70.82),	 Val-Acc5: 88.00
2021-01-24 23:28:01 - INFO - Epoch: 103,	 Iter: 700,	 Loss: 0.51326,	 Val-Acc1: 69.54 (Best: 70.82),	 Val-Acc5: 88.22
2021-01-24 23:28:18 - INFO - Epoch: 103,	 Iter: 800,	 Loss: 0.71400,	 Val-Acc1: 69.64 (Best: 70.82),	 Val-Acc5: 88.36
2021-01-24 23:28:39 - INFO - Epoch: 104,	 Iter: 0,	 Loss: 0.82491,	 Val-Acc1: 69.70 (Best: 70.82),	 Val-Acc5: 88.40
2021-01-24 23:28:57 - INFO - Epoch: 104,	 Iter: 100,	 Loss: 0.65182,	 Val-Acc1: 69.56 (Best: 70.82),	 Val-Acc5: 88.08
2021-01-24 23:29:14 - INFO - Epoch: 104,	 Iter: 200,	 Loss: 0.63491,	 Val-Acc1: 69.96 (Best: 70.82),	 Val-Acc5: 88.30
2021-01-24 23:29:31 - INFO - Epoch: 104,	 Iter: 300,	 Loss: 0.49740,	 Val-Acc1: 69.66 (Best: 70.82),	 Val-Acc5: 88.12
2021-01-24 23:29:48 - INFO - Epoch: 104,	 Iter: 400,	 Loss: 0.85716,	 Val-Acc1: 70.12 (Best: 70.82),	 Val-Acc5: 88.36
2021-01-24 23:30:05 - INFO - Epoch: 104,	 Iter: 500,	 Loss: 0.63155,	 Val-Acc1: 69.86 (Best: 70.82),	 Val-Acc5: 88.64
2021-01-24 23:30:22 - INFO - Epoch: 104,	 Iter: 600,	 Loss: 0.74001,	 Val-Acc1: 70.08 (Best: 70.82),	 Val-Acc5: 87.88
2021-01-24 23:30:39 - INFO - Epoch: 104,	 Iter: 700,	 Loss: 0.69075,	 Val-Acc1: 69.64 (Best: 70.82),	 Val-Acc5: 88.42
2021-01-24 23:30:56 - INFO - Epoch: 104,	 Iter: 800,	 Loss: 0.74766,	 Val-Acc1: 69.36 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-24 23:31:17 - INFO - Epoch: 105,	 Iter: 0,	 Loss: 0.60045,	 Val-Acc1: 70.36 (Best: 70.82),	 Val-Acc5: 88.76
2021-01-24 23:31:34 - INFO - Epoch: 105,	 Iter: 100,	 Loss: 0.75619,	 Val-Acc1: 69.16 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-24 23:31:51 - INFO - Epoch: 105,	 Iter: 200,	 Loss: 0.60919,	 Val-Acc1: 69.62 (Best: 70.82),	 Val-Acc5: 88.44
2021-01-24 23:32:08 - INFO - Epoch: 105,	 Iter: 300,	 Loss: 0.87197,	 Val-Acc1: 69.50 (Best: 70.82),	 Val-Acc5: 88.28
2021-01-24 23:32:25 - INFO - Epoch: 105,	 Iter: 400,	 Loss: 0.62143,	 Val-Acc1: 69.28 (Best: 70.82),	 Val-Acc5: 88.18
2021-01-24 23:32:43 - INFO - Epoch: 105,	 Iter: 500,	 Loss: 0.55526,	 Val-Acc1: 69.90 (Best: 70.82),	 Val-Acc5: 88.40
2021-01-24 23:33:00 - INFO - Epoch: 105,	 Iter: 600,	 Loss: 0.77100,	 Val-Acc1: 70.00 (Best: 70.82),	 Val-Acc5: 88.28
2021-01-24 23:33:17 - INFO - Epoch: 105,	 Iter: 700,	 Loss: 0.74646,	 Val-Acc1: 69.40 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-24 23:33:34 - INFO - Epoch: 105,	 Iter: 800,	 Loss: 0.58233,	 Val-Acc1: 69.06 (Best: 70.82),	 Val-Acc5: 88.26
2021-01-24 23:33:55 - INFO - Epoch: 106,	 Iter: 0,	 Loss: 0.68268,	 Val-Acc1: 69.64 (Best: 70.82),	 Val-Acc5: 87.78
2021-01-24 23:34:12 - INFO - Epoch: 106,	 Iter: 100,	 Loss: 0.76851,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.76
2021-01-24 23:34:30 - INFO - Epoch: 106,	 Iter: 200,	 Loss: 0.71992,	 Val-Acc1: 69.80 (Best: 70.82),	 Val-Acc5: 88.50
2021-01-24 23:34:47 - INFO - Epoch: 106,	 Iter: 300,	 Loss: 0.64382,	 Val-Acc1: 70.02 (Best: 70.82),	 Val-Acc5: 88.10
2021-01-24 23:35:04 - INFO - Epoch: 106,	 Iter: 400,	 Loss: 0.79852,	 Val-Acc1: 68.80 (Best: 70.82),	 Val-Acc5: 87.88
2021-01-24 23:35:21 - INFO - Epoch: 106,	 Iter: 500,	 Loss: 0.84176,	 Val-Acc1: 68.52 (Best: 70.82),	 Val-Acc5: 87.90
2021-01-24 23:35:38 - INFO - Epoch: 106,	 Iter: 600,	 Loss: 0.88742,	 Val-Acc1: 68.84 (Best: 70.82),	 Val-Acc5: 87.58
2021-01-24 23:35:55 - INFO - Epoch: 106,	 Iter: 700,	 Loss: 0.65557,	 Val-Acc1: 69.12 (Best: 70.82),	 Val-Acc5: 87.82
2021-01-24 23:36:12 - INFO - Epoch: 106,	 Iter: 800,	 Loss: 0.70147,	 Val-Acc1: 68.84 (Best: 70.82),	 Val-Acc5: 87.98
2021-01-24 23:36:34 - INFO - Epoch: 107,	 Iter: 0,	 Loss: 0.68727,	 Val-Acc1: 69.76 (Best: 70.82),	 Val-Acc5: 88.52
2021-01-24 23:36:51 - INFO - Epoch: 107,	 Iter: 100,	 Loss: 0.85574,	 Val-Acc1: 69.24 (Best: 70.82),	 Val-Acc5: 88.06
2021-01-24 23:37:08 - INFO - Epoch: 107,	 Iter: 200,	 Loss: 1.02420,	 Val-Acc1: 68.54 (Best: 70.82),	 Val-Acc5: 87.80
2021-01-24 23:37:25 - INFO - Epoch: 107,	 Iter: 300,	 Loss: 0.79515,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-24 23:37:42 - INFO - Epoch: 107,	 Iter: 400,	 Loss: 0.69441,	 Val-Acc1: 69.08 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-24 23:37:59 - INFO - Epoch: 107,	 Iter: 500,	 Loss: 0.76275,	 Val-Acc1: 69.08 (Best: 70.82),	 Val-Acc5: 88.60
2021-01-24 23:38:16 - INFO - Epoch: 107,	 Iter: 600,	 Loss: 0.78187,	 Val-Acc1: 69.50 (Best: 70.82),	 Val-Acc5: 88.44
2021-01-24 23:38:33 - INFO - Epoch: 107,	 Iter: 700,	 Loss: 0.64647,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 88.06
2021-01-24 23:38:50 - INFO - Epoch: 107,	 Iter: 800,	 Loss: 0.70519,	 Val-Acc1: 68.52 (Best: 70.82),	 Val-Acc5: 87.04
2021-01-24 23:39:12 - INFO - Epoch: 108,	 Iter: 0,	 Loss: 0.78962,	 Val-Acc1: 68.48 (Best: 70.82),	 Val-Acc5: 88.08
2021-01-24 23:39:29 - INFO - Epoch: 108,	 Iter: 100,	 Loss: 0.85043,	 Val-Acc1: 68.68 (Best: 70.82),	 Val-Acc5: 88.04
2021-01-24 23:39:46 - INFO - Epoch: 108,	 Iter: 200,	 Loss: 0.60250,	 Val-Acc1: 68.90 (Best: 70.82),	 Val-Acc5: 88.30
2021-01-24 23:40:03 - INFO - Epoch: 108,	 Iter: 300,	 Loss: 0.64516,	 Val-Acc1: 69.06 (Best: 70.82),	 Val-Acc5: 88.32
2021-01-24 23:40:20 - INFO - Epoch: 108,	 Iter: 400,	 Loss: 0.81992,	 Val-Acc1: 69.32 (Best: 70.82),	 Val-Acc5: 88.42
2021-01-24 23:40:37 - INFO - Epoch: 108,	 Iter: 500,	 Loss: 0.58214,	 Val-Acc1: 69.30 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-24 23:40:54 - INFO - Epoch: 108,	 Iter: 600,	 Loss: 0.83365,	 Val-Acc1: 69.14 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-24 23:41:11 - INFO - Epoch: 108,	 Iter: 700,	 Loss: 0.78288,	 Val-Acc1: 69.22 (Best: 70.82),	 Val-Acc5: 87.80
2021-01-24 23:41:28 - INFO - Epoch: 108,	 Iter: 800,	 Loss: 0.68219,	 Val-Acc1: 69.12 (Best: 70.82),	 Val-Acc5: 87.66
2021-01-24 23:41:50 - INFO - Epoch: 109,	 Iter: 0,	 Loss: 0.63146,	 Val-Acc1: 69.34 (Best: 70.82),	 Val-Acc5: 87.88
2021-01-24 23:42:07 - INFO - Epoch: 109,	 Iter: 100,	 Loss: 0.58944,	 Val-Acc1: 69.82 (Best: 70.82),	 Val-Acc5: 88.28
2021-01-24 23:42:24 - INFO - Epoch: 109,	 Iter: 200,	 Loss: 0.75089,	 Val-Acc1: 68.52 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-24 23:42:41 - INFO - Epoch: 109,	 Iter: 300,	 Loss: 0.71940,	 Val-Acc1: 68.98 (Best: 70.82),	 Val-Acc5: 87.80
2021-01-24 23:42:58 - INFO - Epoch: 109,	 Iter: 400,	 Loss: 0.81741,	 Val-Acc1: 68.82 (Best: 70.82),	 Val-Acc5: 88.24
2021-01-24 23:43:15 - INFO - Epoch: 109,	 Iter: 500,	 Loss: 0.82238,	 Val-Acc1: 69.02 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-24 23:43:32 - INFO - Epoch: 109,	 Iter: 600,	 Loss: 0.78009,	 Val-Acc1: 68.48 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-24 23:43:49 - INFO - Epoch: 109,	 Iter: 700,	 Loss: 0.72104,	 Val-Acc1: 67.68 (Best: 70.82),	 Val-Acc5: 87.46
2021-01-24 23:44:06 - INFO - Epoch: 109,	 Iter: 800,	 Loss: 0.47974,	 Val-Acc1: 69.16 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-24 23:44:27 - INFO - Epoch: 110,	 Iter: 0,	 Loss: 0.84249,	 Val-Acc1: 69.50 (Best: 70.82),	 Val-Acc5: 87.58
2021-01-24 23:44:45 - INFO - Epoch: 110,	 Iter: 100,	 Loss: 0.76673,	 Val-Acc1: 69.26 (Best: 70.82),	 Val-Acc5: 87.38
2021-01-24 23:45:02 - INFO - Epoch: 110,	 Iter: 200,	 Loss: 0.64490,	 Val-Acc1: 69.08 (Best: 70.82),	 Val-Acc5: 87.82
2021-01-24 23:45:19 - INFO - Epoch: 110,	 Iter: 300,	 Loss: 0.68728,	 Val-Acc1: 68.94 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-24 23:45:36 - INFO - Epoch: 110,	 Iter: 400,	 Loss: 0.91882,	 Val-Acc1: 68.42 (Best: 70.82),	 Val-Acc5: 87.56
2021-01-24 23:45:53 - INFO - Epoch: 110,	 Iter: 500,	 Loss: 0.65871,	 Val-Acc1: 68.12 (Best: 70.82),	 Val-Acc5: 87.76
2021-01-24 23:46:10 - INFO - Epoch: 110,	 Iter: 600,	 Loss: 0.83521,	 Val-Acc1: 68.14 (Best: 70.82),	 Val-Acc5: 87.40
2021-01-24 23:46:27 - INFO - Epoch: 110,	 Iter: 700,	 Loss: 0.73228,	 Val-Acc1: 69.38 (Best: 70.82),	 Val-Acc5: 88.02
2021-01-24 23:46:44 - INFO - Epoch: 110,	 Iter: 800,	 Loss: 0.77280,	 Val-Acc1: 69.10 (Best: 70.82),	 Val-Acc5: 88.60
2021-01-24 23:47:06 - INFO - Epoch: 111,	 Iter: 0,	 Loss: 0.90882,	 Val-Acc1: 68.62 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-24 23:47:23 - INFO - Epoch: 111,	 Iter: 100,	 Loss: 0.71234,	 Val-Acc1: 68.88 (Best: 70.82),	 Val-Acc5: 88.56
2021-01-24 23:47:40 - INFO - Epoch: 111,	 Iter: 200,	 Loss: 0.71883,	 Val-Acc1: 68.72 (Best: 70.82),	 Val-Acc5: 88.18
2021-01-24 23:47:57 - INFO - Epoch: 111,	 Iter: 300,	 Loss: 0.68755,	 Val-Acc1: 68.10 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-24 23:48:14 - INFO - Epoch: 111,	 Iter: 400,	 Loss: 0.76155,	 Val-Acc1: 68.68 (Best: 70.82),	 Val-Acc5: 87.80
2021-01-24 23:48:31 - INFO - Epoch: 111,	 Iter: 500,	 Loss: 0.78721,	 Val-Acc1: 68.04 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-24 23:48:48 - INFO - Epoch: 111,	 Iter: 600,	 Loss: 0.85606,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 88.06
2021-01-24 23:49:06 - INFO - Epoch: 111,	 Iter: 700,	 Loss: 0.88892,	 Val-Acc1: 68.88 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-24 23:49:23 - INFO - Epoch: 111,	 Iter: 800,	 Loss: 0.86740,	 Val-Acc1: 67.44 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-24 23:49:44 - INFO - Epoch: 112,	 Iter: 0,	 Loss: 0.62410,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.44
2021-01-24 23:50:01 - INFO - Epoch: 112,	 Iter: 100,	 Loss: 0.80200,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 88.40
2021-01-24 23:50:19 - INFO - Epoch: 112,	 Iter: 200,	 Loss: 1.12441,	 Val-Acc1: 67.88 (Best: 70.82),	 Val-Acc5: 87.40
2021-01-24 23:50:36 - INFO - Epoch: 112,	 Iter: 300,	 Loss: 0.76418,	 Val-Acc1: 68.72 (Best: 70.82),	 Val-Acc5: 87.38
2021-01-24 23:50:53 - INFO - Epoch: 112,	 Iter: 400,	 Loss: 0.73099,	 Val-Acc1: 68.12 (Best: 70.82),	 Val-Acc5: 87.42
2021-01-24 23:51:10 - INFO - Epoch: 112,	 Iter: 500,	 Loss: 0.75962,	 Val-Acc1: 68.88 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-24 23:51:27 - INFO - Epoch: 112,	 Iter: 600,	 Loss: 0.81200,	 Val-Acc1: 68.06 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-24 23:51:44 - INFO - Epoch: 112,	 Iter: 700,	 Loss: 0.90592,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 87.52
2021-01-24 23:52:01 - INFO - Epoch: 112,	 Iter: 800,	 Loss: 0.75228,	 Val-Acc1: 68.38 (Best: 70.82),	 Val-Acc5: 87.92
2021-01-24 23:52:22 - INFO - Epoch: 113,	 Iter: 0,	 Loss: 0.77550,	 Val-Acc1: 68.46 (Best: 70.82),	 Val-Acc5: 87.54
2021-01-24 23:52:39 - INFO - Epoch: 113,	 Iter: 100,	 Loss: 0.70086,	 Val-Acc1: 68.36 (Best: 70.82),	 Val-Acc5: 87.40
2021-01-24 23:52:57 - INFO - Epoch: 113,	 Iter: 200,	 Loss: 0.79579,	 Val-Acc1: 68.44 (Best: 70.82),	 Val-Acc5: 87.40
2021-01-24 23:53:14 - INFO - Epoch: 113,	 Iter: 300,	 Loss: 1.22985,	 Val-Acc1: 68.42 (Best: 70.82),	 Val-Acc5: 87.52
2021-01-24 23:53:31 - INFO - Epoch: 113,	 Iter: 400,	 Loss: 0.85855,	 Val-Acc1: 69.24 (Best: 70.82),	 Val-Acc5: 88.10
2021-01-24 23:53:48 - INFO - Epoch: 113,	 Iter: 500,	 Loss: 0.61337,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-24 23:54:05 - INFO - Epoch: 113,	 Iter: 600,	 Loss: 0.71822,	 Val-Acc1: 68.38 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-24 23:54:22 - INFO - Epoch: 113,	 Iter: 700,	 Loss: 0.71230,	 Val-Acc1: 68.76 (Best: 70.82),	 Val-Acc5: 87.44
2021-01-24 23:54:39 - INFO - Epoch: 113,	 Iter: 800,	 Loss: 0.87821,	 Val-Acc1: 68.64 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-24 23:55:01 - INFO - Epoch: 114,	 Iter: 0,	 Loss: 0.80602,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 87.92
2021-01-24 23:55:18 - INFO - Epoch: 114,	 Iter: 100,	 Loss: 0.71374,	 Val-Acc1: 67.10 (Best: 70.82),	 Val-Acc5: 86.92
2021-01-24 23:55:35 - INFO - Epoch: 114,	 Iter: 200,	 Loss: 0.58974,	 Val-Acc1: 68.38 (Best: 70.82),	 Val-Acc5: 88.24
2021-01-24 23:55:52 - INFO - Epoch: 114,	 Iter: 300,	 Loss: 0.83615,	 Val-Acc1: 68.18 (Best: 70.82),	 Val-Acc5: 87.14
2021-01-24 23:56:09 - INFO - Epoch: 114,	 Iter: 400,	 Loss: 0.76232,	 Val-Acc1: 68.46 (Best: 70.82),	 Val-Acc5: 87.62
2021-01-24 23:56:26 - INFO - Epoch: 114,	 Iter: 500,	 Loss: 0.80697,	 Val-Acc1: 67.90 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-24 23:56:43 - INFO - Epoch: 114,	 Iter: 600,	 Loss: 0.93187,	 Val-Acc1: 68.38 (Best: 70.82),	 Val-Acc5: 87.34
2021-01-24 23:57:00 - INFO - Epoch: 114,	 Iter: 700,	 Loss: 0.72127,	 Val-Acc1: 68.14 (Best: 70.82),	 Val-Acc5: 88.26
2021-01-24 23:57:18 - INFO - Epoch: 114,	 Iter: 800,	 Loss: 0.83656,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 87.56
2021-01-24 23:57:39 - INFO - Epoch: 115,	 Iter: 0,	 Loss: 0.69055,	 Val-Acc1: 68.84 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-24 23:57:56 - INFO - Epoch: 115,	 Iter: 100,	 Loss: 0.74754,	 Val-Acc1: 68.36 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-24 23:58:13 - INFO - Epoch: 115,	 Iter: 200,	 Loss: 0.74790,	 Val-Acc1: 67.70 (Best: 70.82),	 Val-Acc5: 87.12
2021-01-24 23:58:30 - INFO - Epoch: 115,	 Iter: 300,	 Loss: 0.80946,	 Val-Acc1: 68.04 (Best: 70.82),	 Val-Acc5: 87.66
2021-01-24 23:58:48 - INFO - Epoch: 115,	 Iter: 400,	 Loss: 0.76764,	 Val-Acc1: 68.32 (Best: 70.82),	 Val-Acc5: 87.98
2021-01-24 23:59:05 - INFO - Epoch: 115,	 Iter: 500,	 Loss: 0.86272,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-24 23:59:22 - INFO - Epoch: 115,	 Iter: 600,	 Loss: 0.72267,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-24 23:59:39 - INFO - Epoch: 115,	 Iter: 700,	 Loss: 0.84881,	 Val-Acc1: 68.04 (Best: 70.82),	 Val-Acc5: 87.94
2021-01-24 23:59:56 - INFO - Epoch: 115,	 Iter: 800,	 Loss: 0.94302,	 Val-Acc1: 68.08 (Best: 70.82),	 Val-Acc5: 87.42
2021-01-25 00:00:17 - INFO - Epoch: 116,	 Iter: 0,	 Loss: 0.68792,	 Val-Acc1: 68.72 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:00:34 - INFO - Epoch: 116,	 Iter: 100,	 Loss: 0.68472,	 Val-Acc1: 67.62 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-25 00:00:51 - INFO - Epoch: 116,	 Iter: 200,	 Loss: 0.79711,	 Val-Acc1: 68.02 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:01:08 - INFO - Epoch: 116,	 Iter: 300,	 Loss: 0.81124,	 Val-Acc1: 68.16 (Best: 70.82),	 Val-Acc5: 87.16
2021-01-25 00:01:25 - INFO - Epoch: 116,	 Iter: 400,	 Loss: 0.81197,	 Val-Acc1: 68.24 (Best: 70.82),	 Val-Acc5: 87.24
2021-01-25 00:01:42 - INFO - Epoch: 116,	 Iter: 500,	 Loss: 0.65457,	 Val-Acc1: 67.66 (Best: 70.82),	 Val-Acc5: 86.78
2021-01-25 00:02:00 - INFO - Epoch: 116,	 Iter: 600,	 Loss: 0.60744,	 Val-Acc1: 68.38 (Best: 70.82),	 Val-Acc5: 87.24
2021-01-25 00:02:17 - INFO - Epoch: 116,	 Iter: 700,	 Loss: 0.90183,	 Val-Acc1: 68.04 (Best: 70.82),	 Val-Acc5: 87.54
2021-01-25 00:02:34 - INFO - Epoch: 116,	 Iter: 800,	 Loss: 0.81161,	 Val-Acc1: 68.82 (Best: 70.82),	 Val-Acc5: 87.34
2021-01-25 00:02:55 - INFO - Epoch: 117,	 Iter: 0,	 Loss: 0.69163,	 Val-Acc1: 68.70 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-25 00:03:12 - INFO - Epoch: 117,	 Iter: 100,	 Loss: 0.69495,	 Val-Acc1: 68.52 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-25 00:03:30 - INFO - Epoch: 117,	 Iter: 200,	 Loss: 0.91706,	 Val-Acc1: 68.54 (Best: 70.82),	 Val-Acc5: 87.60
2021-01-25 00:03:47 - INFO - Epoch: 117,	 Iter: 300,	 Loss: 0.74127,	 Val-Acc1: 67.96 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-25 00:04:04 - INFO - Epoch: 117,	 Iter: 400,	 Loss: 0.70462,	 Val-Acc1: 68.78 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-25 00:04:21 - INFO - Epoch: 117,	 Iter: 500,	 Loss: 0.80183,	 Val-Acc1: 67.92 (Best: 70.82),	 Val-Acc5: 87.38
2021-01-25 00:04:38 - INFO - Epoch: 117,	 Iter: 600,	 Loss: 0.69364,	 Val-Acc1: 67.70 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:04:55 - INFO - Epoch: 117,	 Iter: 700,	 Loss: 0.82800,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 88.00
2021-01-25 00:05:12 - INFO - Epoch: 117,	 Iter: 800,	 Loss: 0.87580,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 87.34
2021-01-25 00:05:34 - INFO - Epoch: 118,	 Iter: 0,	 Loss: 0.75545,	 Val-Acc1: 68.80 (Best: 70.82),	 Val-Acc5: 87.90
2021-01-25 00:05:51 - INFO - Epoch: 118,	 Iter: 100,	 Loss: 0.90785,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.12
2021-01-25 00:06:08 - INFO - Epoch: 118,	 Iter: 200,	 Loss: 0.88651,	 Val-Acc1: 69.04 (Best: 70.82),	 Val-Acc5: 87.68
2021-01-25 00:06:25 - INFO - Epoch: 118,	 Iter: 300,	 Loss: 0.84382,	 Val-Acc1: 67.90 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:06:42 - INFO - Epoch: 118,	 Iter: 400,	 Loss: 0.69989,	 Val-Acc1: 67.64 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-25 00:06:59 - INFO - Epoch: 118,	 Iter: 500,	 Loss: 0.79982,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.62
2021-01-25 00:07:16 - INFO - Epoch: 118,	 Iter: 600,	 Loss: 0.65516,	 Val-Acc1: 67.80 (Best: 70.82),	 Val-Acc5: 87.52
2021-01-25 00:07:33 - INFO - Epoch: 118,	 Iter: 700,	 Loss: 0.73740,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 88.18
2021-01-25 00:07:50 - INFO - Epoch: 118,	 Iter: 800,	 Loss: 0.86940,	 Val-Acc1: 68.18 (Best: 70.82),	 Val-Acc5: 87.82
2021-01-25 00:08:12 - INFO - Epoch: 119,	 Iter: 0,	 Loss: 0.92084,	 Val-Acc1: 68.16 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-25 00:08:29 - INFO - Epoch: 119,	 Iter: 100,	 Loss: 0.75738,	 Val-Acc1: 68.12 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-25 00:08:46 - INFO - Epoch: 119,	 Iter: 200,	 Loss: 0.78073,	 Val-Acc1: 69.10 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-25 00:09:03 - INFO - Epoch: 119,	 Iter: 300,	 Loss: 0.86665,	 Val-Acc1: 68.32 (Best: 70.82),	 Val-Acc5: 87.12
2021-01-25 00:09:20 - INFO - Epoch: 119,	 Iter: 400,	 Loss: 0.80210,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.78
2021-01-25 00:09:38 - INFO - Epoch: 119,	 Iter: 500,	 Loss: 0.70672,	 Val-Acc1: 68.28 (Best: 70.82),	 Val-Acc5: 87.20
2021-01-25 00:09:55 - INFO - Epoch: 119,	 Iter: 600,	 Loss: 0.78020,	 Val-Acc1: 68.24 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-25 00:10:12 - INFO - Epoch: 119,	 Iter: 700,	 Loss: 0.70213,	 Val-Acc1: 67.98 (Best: 70.82),	 Val-Acc5: 87.10
2021-01-25 00:10:29 - INFO - Epoch: 119,	 Iter: 800,	 Loss: 0.77254,	 Val-Acc1: 68.64 (Best: 70.82),	 Val-Acc5: 87.82
2021-01-25 00:10:51 - INFO - Epoch: 120,	 Iter: 0,	 Loss: 0.79897,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.42
2021-01-25 00:11:08 - INFO - Epoch: 120,	 Iter: 100,	 Loss: 0.61202,	 Val-Acc1: 68.80 (Best: 70.82),	 Val-Acc5: 87.66
2021-01-25 00:11:25 - INFO - Epoch: 120,	 Iter: 200,	 Loss: 0.74140,	 Val-Acc1: 69.00 (Best: 70.82),	 Val-Acc5: 88.22
2021-01-25 00:11:42 - INFO - Epoch: 120,	 Iter: 300,	 Loss: 0.74640,	 Val-Acc1: 68.42 (Best: 70.82),	 Val-Acc5: 87.88
2021-01-25 00:11:59 - INFO - Epoch: 120,	 Iter: 400,	 Loss: 0.62464,	 Val-Acc1: 69.18 (Best: 70.82),	 Val-Acc5: 88.24
2021-01-25 00:12:16 - INFO - Epoch: 120,	 Iter: 500,	 Loss: 0.58030,	 Val-Acc1: 68.74 (Best: 70.82),	 Val-Acc5: 87.52
2021-01-25 00:12:34 - INFO - Epoch: 120,	 Iter: 600,	 Loss: 0.82488,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 88.20
2021-01-25 00:12:51 - INFO - Epoch: 120,	 Iter: 700,	 Loss: 0.64916,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 88.08
2021-01-25 00:13:08 - INFO - Epoch: 120,	 Iter: 800,	 Loss: 0.64591,	 Val-Acc1: 69.16 (Best: 70.82),	 Val-Acc5: 88.04
2021-01-25 00:13:29 - INFO - Epoch: 121,	 Iter: 0,	 Loss: 0.69709,	 Val-Acc1: 67.88 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-25 00:13:46 - INFO - Epoch: 121,	 Iter: 100,	 Loss: 0.61154,	 Val-Acc1: 69.64 (Best: 70.82),	 Val-Acc5: 88.10
2021-01-25 00:14:03 - INFO - Epoch: 121,	 Iter: 200,	 Loss: 0.94906,	 Val-Acc1: 68.78 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-25 00:14:21 - INFO - Epoch: 121,	 Iter: 300,	 Loss: 0.81298,	 Val-Acc1: 68.72 (Best: 70.82),	 Val-Acc5: 87.78
2021-01-25 00:14:38 - INFO - Epoch: 121,	 Iter: 400,	 Loss: 0.52005,	 Val-Acc1: 68.08 (Best: 70.82),	 Val-Acc5: 87.54
2021-01-25 00:14:55 - INFO - Epoch: 121,	 Iter: 500,	 Loss: 0.85157,	 Val-Acc1: 67.74 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-25 00:15:12 - INFO - Epoch: 121,	 Iter: 600,	 Loss: 0.79775,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:15:29 - INFO - Epoch: 121,	 Iter: 700,	 Loss: 0.73343,	 Val-Acc1: 68.46 (Best: 70.82),	 Val-Acc5: 88.36
2021-01-25 00:15:46 - INFO - Epoch: 121,	 Iter: 800,	 Loss: 0.69825,	 Val-Acc1: 68.78 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:16:07 - INFO - Epoch: 122,	 Iter: 0,	 Loss: 0.84879,	 Val-Acc1: 68.74 (Best: 70.82),	 Val-Acc5: 88.02
2021-01-25 00:16:24 - INFO - Epoch: 122,	 Iter: 100,	 Loss: 0.76738,	 Val-Acc1: 69.20 (Best: 70.82),	 Val-Acc5: 87.94
2021-01-25 00:16:41 - INFO - Epoch: 122,	 Iter: 200,	 Loss: 0.77482,	 Val-Acc1: 68.70 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:16:59 - INFO - Epoch: 122,	 Iter: 300,	 Loss: 0.74549,	 Val-Acc1: 68.24 (Best: 70.82),	 Val-Acc5: 87.60
2021-01-25 00:17:16 - INFO - Epoch: 122,	 Iter: 400,	 Loss: 0.81515,	 Val-Acc1: 68.90 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-25 00:17:33 - INFO - Epoch: 122,	 Iter: 500,	 Loss: 0.65563,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-25 00:17:50 - INFO - Epoch: 122,	 Iter: 600,	 Loss: 0.82707,	 Val-Acc1: 68.50 (Best: 70.82),	 Val-Acc5: 87.84
2021-01-25 00:18:08 - INFO - Epoch: 122,	 Iter: 700,	 Loss: 0.59000,	 Val-Acc1: 68.28 (Best: 70.82),	 Val-Acc5: 87.38
2021-01-25 00:18:25 - INFO - Epoch: 122,	 Iter: 800,	 Loss: 0.69070,	 Val-Acc1: 68.94 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:18:47 - INFO - Epoch: 123,	 Iter: 0,	 Loss: 0.92261,	 Val-Acc1: 68.36 (Best: 70.82),	 Val-Acc5: 88.12
2021-01-25 00:19:04 - INFO - Epoch: 123,	 Iter: 100,	 Loss: 0.80510,	 Val-Acc1: 67.90 (Best: 70.82),	 Val-Acc5: 87.20
2021-01-25 00:19:21 - INFO - Epoch: 123,	 Iter: 200,	 Loss: 0.64987,	 Val-Acc1: 68.70 (Best: 70.82),	 Val-Acc5: 88.08
2021-01-25 00:19:38 - INFO - Epoch: 123,	 Iter: 300,	 Loss: 0.71602,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.44
2021-01-25 00:19:55 - INFO - Epoch: 123,	 Iter: 400,	 Loss: 0.70775,	 Val-Acc1: 68.20 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:20:12 - INFO - Epoch: 123,	 Iter: 500,	 Loss: 0.90382,	 Val-Acc1: 67.78 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-25 00:20:30 - INFO - Epoch: 123,	 Iter: 600,	 Loss: 0.63221,	 Val-Acc1: 69.08 (Best: 70.82),	 Val-Acc5: 87.90
2021-01-25 00:20:48 - INFO - Epoch: 123,	 Iter: 700,	 Loss: 0.73982,	 Val-Acc1: 68.88 (Best: 70.82),	 Val-Acc5: 88.14
2021-01-25 00:21:05 - INFO - Epoch: 123,	 Iter: 800,	 Loss: 0.99516,	 Val-Acc1: 68.14 (Best: 70.82),	 Val-Acc5: 87.22
2021-01-25 00:21:27 - INFO - Epoch: 124,	 Iter: 0,	 Loss: 0.64655,	 Val-Acc1: 68.40 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-25 00:21:44 - INFO - Epoch: 124,	 Iter: 100,	 Loss: 0.79007,	 Val-Acc1: 68.44 (Best: 70.82),	 Val-Acc5: 87.42
2021-01-25 00:22:02 - INFO - Epoch: 124,	 Iter: 200,	 Loss: 0.75387,	 Val-Acc1: 68.42 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-25 00:22:19 - INFO - Epoch: 124,	 Iter: 300,	 Loss: 0.70810,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.22
2021-01-25 00:22:37 - INFO - Epoch: 124,	 Iter: 400,	 Loss: 0.77264,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 86.96
2021-01-25 00:22:54 - INFO - Epoch: 124,	 Iter: 500,	 Loss: 0.78475,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.80
2021-01-25 00:23:11 - INFO - Epoch: 124,	 Iter: 600,	 Loss: 0.67244,	 Val-Acc1: 67.96 (Best: 70.82),	 Val-Acc5: 87.52
2021-01-25 00:23:28 - INFO - Epoch: 124,	 Iter: 700,	 Loss: 0.68921,	 Val-Acc1: 67.80 (Best: 70.82),	 Val-Acc5: 87.82
2021-01-25 00:23:45 - INFO - Epoch: 124,	 Iter: 800,	 Loss: 0.72114,	 Val-Acc1: 68.68 (Best: 70.82),	 Val-Acc5: 87.42
2021-01-25 00:24:06 - INFO - Epoch: 125,	 Iter: 0,	 Loss: 0.76020,	 Val-Acc1: 68.18 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-25 00:24:23 - INFO - Epoch: 125,	 Iter: 100,	 Loss: 0.76129,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-25 00:24:41 - INFO - Epoch: 125,	 Iter: 200,	 Loss: 0.92248,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 86.88
2021-01-25 00:24:58 - INFO - Epoch: 125,	 Iter: 300,	 Loss: 0.78113,	 Val-Acc1: 68.20 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:25:15 - INFO - Epoch: 125,	 Iter: 400,	 Loss: 0.75399,	 Val-Acc1: 69.22 (Best: 70.82),	 Val-Acc5: 87.30
2021-01-25 00:25:32 - INFO - Epoch: 125,	 Iter: 500,	 Loss: 0.80904,	 Val-Acc1: 68.36 (Best: 70.82),	 Val-Acc5: 87.14
2021-01-25 00:25:49 - INFO - Epoch: 125,	 Iter: 600,	 Loss: 0.75451,	 Val-Acc1: 67.72 (Best: 70.82),	 Val-Acc5: 87.62
2021-01-25 00:26:06 - INFO - Epoch: 125,	 Iter: 700,	 Loss: 0.82142,	 Val-Acc1: 68.26 (Best: 70.82),	 Val-Acc5: 87.56
2021-01-25 00:26:23 - INFO - Epoch: 125,	 Iter: 800,	 Loss: 0.82439,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 88.08
2021-01-25 00:26:45 - INFO - Epoch: 126,	 Iter: 0,	 Loss: 0.76669,	 Val-Acc1: 69.00 (Best: 70.82),	 Val-Acc5: 87.58
2021-01-25 00:27:02 - INFO - Epoch: 126,	 Iter: 100,	 Loss: 0.77244,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.88
2021-01-25 00:27:19 - INFO - Epoch: 126,	 Iter: 200,	 Loss: 0.80129,	 Val-Acc1: 68.24 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-25 00:27:36 - INFO - Epoch: 126,	 Iter: 300,	 Loss: 0.95119,	 Val-Acc1: 68.90 (Best: 70.82),	 Val-Acc5: 87.68
2021-01-25 00:27:53 - INFO - Epoch: 126,	 Iter: 400,	 Loss: 0.71924,	 Val-Acc1: 68.66 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-25 00:28:10 - INFO - Epoch: 126,	 Iter: 500,	 Loss: 0.79563,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 87.18
2021-01-25 00:28:27 - INFO - Epoch: 126,	 Iter: 600,	 Loss: 0.76486,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 87.18
2021-01-25 00:28:44 - INFO - Epoch: 126,	 Iter: 700,	 Loss: 0.65573,	 Val-Acc1: 68.00 (Best: 70.82),	 Val-Acc5: 87.38
2021-01-25 00:29:01 - INFO - Epoch: 126,	 Iter: 800,	 Loss: 0.73348,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:29:23 - INFO - Epoch: 127,	 Iter: 0,	 Loss: 0.72814,	 Val-Acc1: 68.92 (Best: 70.82),	 Val-Acc5: 87.46
2021-01-25 00:29:40 - INFO - Epoch: 127,	 Iter: 100,	 Loss: 0.70015,	 Val-Acc1: 67.88 (Best: 70.82),	 Val-Acc5: 87.24
2021-01-25 00:29:57 - INFO - Epoch: 127,	 Iter: 200,	 Loss: 0.95748,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 87.56
2021-01-25 00:30:14 - INFO - Epoch: 127,	 Iter: 300,	 Loss: 0.79091,	 Val-Acc1: 67.52 (Best: 70.82),	 Val-Acc5: 87.14
2021-01-25 00:30:31 - INFO - Epoch: 127,	 Iter: 400,	 Loss: 0.83808,	 Val-Acc1: 68.36 (Best: 70.82),	 Val-Acc5: 86.88
2021-01-25 00:30:48 - INFO - Epoch: 127,	 Iter: 500,	 Loss: 0.82737,	 Val-Acc1: 68.24 (Best: 70.82),	 Val-Acc5: 87.06
2021-01-25 00:31:05 - INFO - Epoch: 127,	 Iter: 600,	 Loss: 0.69859,	 Val-Acc1: 68.82 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-25 00:31:23 - INFO - Epoch: 127,	 Iter: 700,	 Loss: 0.67182,	 Val-Acc1: 68.20 (Best: 70.82),	 Val-Acc5: 87.40
2021-01-25 00:31:40 - INFO - Epoch: 127,	 Iter: 800,	 Loss: 0.62801,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 87.92
2021-01-25 00:32:01 - INFO - Epoch: 128,	 Iter: 0,	 Loss: 0.65674,	 Val-Acc1: 68.26 (Best: 70.82),	 Val-Acc5: 87.46
2021-01-25 00:32:18 - INFO - Epoch: 128,	 Iter: 100,	 Loss: 0.67175,	 Val-Acc1: 68.44 (Best: 70.82),	 Val-Acc5: 88.00
2021-01-25 00:32:35 - INFO - Epoch: 128,	 Iter: 200,	 Loss: 1.08012,	 Val-Acc1: 67.30 (Best: 70.82),	 Val-Acc5: 87.96
2021-01-25 00:32:52 - INFO - Epoch: 128,	 Iter: 300,	 Loss: 0.87936,	 Val-Acc1: 68.16 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:33:10 - INFO - Epoch: 128,	 Iter: 400,	 Loss: 0.72738,	 Val-Acc1: 68.34 (Best: 70.82),	 Val-Acc5: 87.50
2021-01-25 00:33:27 - INFO - Epoch: 128,	 Iter: 500,	 Loss: 0.74146,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 87.62
2021-01-25 00:33:44 - INFO - Epoch: 128,	 Iter: 600,	 Loss: 0.86180,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 87.62
2021-01-25 00:34:01 - INFO - Epoch: 128,	 Iter: 700,	 Loss: 0.78288,	 Val-Acc1: 67.58 (Best: 70.82),	 Val-Acc5: 87.16
2021-01-25 00:34:19 - INFO - Epoch: 128,	 Iter: 800,	 Loss: 0.77597,	 Val-Acc1: 68.70 (Best: 70.82),	 Val-Acc5: 88.04
2021-01-25 00:34:40 - INFO - Epoch: 129,	 Iter: 0,	 Loss: 0.59860,	 Val-Acc1: 67.98 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:34:57 - INFO - Epoch: 129,	 Iter: 100,	 Loss: 0.72543,	 Val-Acc1: 68.48 (Best: 70.82),	 Val-Acc5: 88.32
2021-01-25 00:35:15 - INFO - Epoch: 129,	 Iter: 200,	 Loss: 0.70067,	 Val-Acc1: 68.44 (Best: 70.82),	 Val-Acc5: 87.40
2021-01-25 00:35:33 - INFO - Epoch: 129,	 Iter: 300,	 Loss: 0.71342,	 Val-Acc1: 69.22 (Best: 70.82),	 Val-Acc5: 88.32
2021-01-25 00:35:49 - INFO - Epoch: 129,	 Iter: 400,	 Loss: 0.81842,	 Val-Acc1: 67.78 (Best: 70.82),	 Val-Acc5: 88.40
2021-01-25 00:36:07 - INFO - Epoch: 129,	 Iter: 500,	 Loss: 0.84715,	 Val-Acc1: 67.98 (Best: 70.82),	 Val-Acc5: 87.90
2021-01-25 00:36:24 - INFO - Epoch: 129,	 Iter: 600,	 Loss: 0.56206,	 Val-Acc1: 68.26 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-25 00:36:41 - INFO - Epoch: 129,	 Iter: 700,	 Loss: 0.73273,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 87.32
2021-01-25 00:36:58 - INFO - Epoch: 129,	 Iter: 800,	 Loss: 0.64141,	 Val-Acc1: 68.14 (Best: 70.82),	 Val-Acc5: 88.04
2021-01-25 00:37:19 - INFO - Epoch: 130,	 Iter: 0,	 Loss: 0.72825,	 Val-Acc1: 68.42 (Best: 70.82),	 Val-Acc5: 88.06
2021-01-25 00:37:36 - INFO - Epoch: 130,	 Iter: 100,	 Loss: 0.81138,	 Val-Acc1: 69.56 (Best: 70.82),	 Val-Acc5: 87.80
2021-01-25 00:37:53 - INFO - Epoch: 130,	 Iter: 200,	 Loss: 0.85046,	 Val-Acc1: 68.78 (Best: 70.82),	 Val-Acc5: 87.76
2021-01-25 00:38:10 - INFO - Epoch: 130,	 Iter: 300,	 Loss: 0.51110,	 Val-Acc1: 68.08 (Best: 70.82),	 Val-Acc5: 87.46
2021-01-25 00:38:27 - INFO - Epoch: 130,	 Iter: 400,	 Loss: 0.73162,	 Val-Acc1: 68.26 (Best: 70.82),	 Val-Acc5: 87.30
2021-01-25 00:38:45 - INFO - Epoch: 130,	 Iter: 500,	 Loss: 0.68067,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-25 00:39:02 - INFO - Epoch: 130,	 Iter: 600,	 Loss: 0.64768,	 Val-Acc1: 69.20 (Best: 70.82),	 Val-Acc5: 88.54
2021-01-25 00:39:19 - INFO - Epoch: 130,	 Iter: 700,	 Loss: 0.96903,	 Val-Acc1: 69.38 (Best: 70.82),	 Val-Acc5: 88.02
2021-01-25 00:39:36 - INFO - Epoch: 130,	 Iter: 800,	 Loss: 0.70221,	 Val-Acc1: 68.22 (Best: 70.82),	 Val-Acc5: 87.24
2021-01-25 00:39:57 - INFO - Epoch: 131,	 Iter: 0,	 Loss: 0.75755,	 Val-Acc1: 68.94 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-25 00:40:14 - INFO - Epoch: 131,	 Iter: 100,	 Loss: 0.70103,	 Val-Acc1: 68.66 (Best: 70.82),	 Val-Acc5: 88.24
2021-01-25 00:40:31 - INFO - Epoch: 131,	 Iter: 200,	 Loss: 0.82194,	 Val-Acc1: 68.44 (Best: 70.82),	 Val-Acc5: 87.18
2021-01-25 00:40:48 - INFO - Epoch: 131,	 Iter: 300,	 Loss: 0.79561,	 Val-Acc1: 68.34 (Best: 70.82),	 Val-Acc5: 88.14
2021-01-25 00:41:06 - INFO - Epoch: 131,	 Iter: 400,	 Loss: 0.75168,	 Val-Acc1: 68.00 (Best: 70.82),	 Val-Acc5: 87.34
2021-01-25 00:41:23 - INFO - Epoch: 131,	 Iter: 500,	 Loss: 0.72085,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 87.34
2021-01-25 00:41:40 - INFO - Epoch: 131,	 Iter: 600,	 Loss: 0.80377,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-25 00:41:57 - INFO - Epoch: 131,	 Iter: 700,	 Loss: 0.80484,	 Val-Acc1: 68.10 (Best: 70.82),	 Val-Acc5: 87.42
2021-01-25 00:42:14 - INFO - Epoch: 131,	 Iter: 800,	 Loss: 0.95292,	 Val-Acc1: 68.60 (Best: 70.82),	 Val-Acc5: 87.68
2021-01-25 00:42:35 - INFO - Epoch: 132,	 Iter: 0,	 Loss: 0.79303,	 Val-Acc1: 68.20 (Best: 70.82),	 Val-Acc5: 87.16
2021-01-25 00:42:52 - INFO - Epoch: 132,	 Iter: 100,	 Loss: 0.66967,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.94
2021-01-25 00:43:09 - INFO - Epoch: 132,	 Iter: 200,	 Loss: 0.59008,	 Val-Acc1: 67.74 (Best: 70.82),	 Val-Acc5: 87.28
2021-01-25 00:43:26 - INFO - Epoch: 132,	 Iter: 300,	 Loss: 0.72612,	 Val-Acc1: 68.08 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:43:43 - INFO - Epoch: 132,	 Iter: 400,	 Loss: 0.57121,	 Val-Acc1: 69.24 (Best: 70.82),	 Val-Acc5: 87.30
2021-01-25 00:44:00 - INFO - Epoch: 132,	 Iter: 500,	 Loss: 0.75567,	 Val-Acc1: 68.80 (Best: 70.82),	 Val-Acc5: 87.52
2021-01-25 00:44:17 - INFO - Epoch: 132,	 Iter: 600,	 Loss: 0.66482,	 Val-Acc1: 68.28 (Best: 70.82),	 Val-Acc5: 87.30
2021-01-25 00:44:35 - INFO - Epoch: 132,	 Iter: 700,	 Loss: 0.77674,	 Val-Acc1: 67.76 (Best: 70.82),	 Val-Acc5: 87.46
2021-01-25 00:44:52 - INFO - Epoch: 132,	 Iter: 800,	 Loss: 0.62838,	 Val-Acc1: 69.40 (Best: 70.82),	 Val-Acc5: 87.98
2021-01-25 00:45:13 - INFO - Epoch: 133,	 Iter: 0,	 Loss: 0.91273,	 Val-Acc1: 69.28 (Best: 70.82),	 Val-Acc5: 87.70
2021-01-25 00:45:30 - INFO - Epoch: 133,	 Iter: 100,	 Loss: 1.01496,	 Val-Acc1: 68.36 (Best: 70.82),	 Val-Acc5: 87.64
2021-01-25 00:45:47 - INFO - Epoch: 133,	 Iter: 200,	 Loss: 0.77000,	 Val-Acc1: 68.72 (Best: 70.82),	 Val-Acc5: 87.56
2021-01-25 00:46:04 - INFO - Epoch: 133,	 Iter: 300,	 Loss: 0.70033,	 Val-Acc1: 67.62 (Best: 70.82),	 Val-Acc5: 87.38
2021-01-25 00:46:04 - INFO - lr: 3.2000000000000007e-06
2021-01-25 00:46:21 - INFO - Epoch: 133,	 Iter: 400,	 Loss: 0.76141,	 Val-Acc1: 69.12 (Best: 70.82),	 Val-Acc5: 88.08
2021-01-25 00:46:38 - INFO - Epoch: 133,	 Iter: 500,	 Loss: 0.57765,	 Val-Acc1: 68.66 (Best: 70.82),	 Val-Acc5: 88.38
2021-01-25 00:46:55 - INFO - Epoch: 133,	 Iter: 600,	 Loss: 0.62390,	 Val-Acc1: 68.54 (Best: 70.82),	 Val-Acc5: 87.72
2021-01-25 00:47:12 - INFO - Epoch: 133,	 Iter: 700,	 Loss: 0.75932,	 Val-Acc1: 69.42 (Best: 70.82),	 Val-Acc5: 88.36
2021-01-25 00:47:30 - INFO - Epoch: 133,	 Iter: 800,	 Loss: 0.80505,	 Val-Acc1: 68.66 (Best: 70.82),	 Val-Acc5: 88.12
2021-01-25 00:47:51 - INFO - Epoch: 134,	 Iter: 0,	 Loss: 0.64285,	 Val-Acc1: 69.12 (Best: 70.82),	 Val-Acc5: 88.48
2021-01-25 00:48:08 - INFO - Epoch: 134,	 Iter: 100,	 Loss: 0.60928,	 Val-Acc1: 69.02 (Best: 70.82),	 Val-Acc5: 88.02
2021-01-25 00:48:25 - INFO - Epoch: 134,	 Iter: 200,	 Loss: 0.66439,	 Val-Acc1: 69.42 (Best: 70.82),	 Val-Acc5: 88.22
2021-01-25 00:48:42 - INFO - Epoch: 134,	 Iter: 300,	 Loss: 0.82409,	 Val-Acc1: 68.90 (Best: 70.82),	 Val-Acc5: 87.86
2021-01-25 00:48:59 - INFO - Epoch: 134,	 Iter: 400,	 Loss: 0.67679,	 Val-Acc1: 68.88 (Best: 70.82),	 Val-Acc5: 88.20
2021-01-25 00:49:16 - INFO - Epoch: 134,	 Iter: 500,	 Loss: 0.55335,	 Val-Acc1: 68.80 (Best: 70.82),	 Val-Acc5: 88.24
2021-01-25 00:49:33 - INFO - Epoch: 134,	 Iter: 600,	 Loss: 0.77370,	 Val-Acc1: 68.98 (Best: 70.82),	 Val-Acc5: 88.14
2021-01-25 00:49:50 - INFO - Epoch: 134,	 Iter: 700,	 Loss: 0.73727,	 Val-Acc1: 69.40 (Best: 70.82),	 Val-Acc5: 88.10
2021-01-25 00:50:08 - INFO - Epoch: 134,	 Iter: 800,	 Loss: 0.55219,	 Val-Acc1: 69.40 (Best: 70.82),	 Val-Acc5: 87.44
2021-01-25 00:50:29 - INFO - Epoch: 135,	 Iter: 0,	 Loss: 0.70444,	 Val-Acc1: 69.14 (Best: 70.82),	 Val-Acc5: 87.92
2021-01-25 00:50:46 - INFO - Epoch: 135,	 Iter: 100,	 Loss: 0.49884,	 Val-Acc1: 68.68 (Best: 70.82),	 Val-Acc5: 87.74
2021-01-25 00:51:03 - INFO - Epoch: 135,	 Iter: 200,	 Loss: 0.55678,	 Val-Acc1: 68.34 (Best: 70.82),	 Val-Acc5: 87.60
2021-01-25 00:51:20 - INFO - Epoch: 135,	 Iter: 300,	 Loss: 0.61845,	 Val-Acc1: 69.08 (Best: 70.82),	 Val-Acc5: 87.78
2021-01-25 00:51:37 - INFO - Epoch: 135,	 Iter: 400,	 Loss: 0.71404,	 Val-Acc1: 69.20 (Best: 70.82),	 Val-Acc5: 87.90
2021-01-25 00:51:55 - INFO - Epoch: 135,	 Iter: 500,	 Loss: 0.75127,	 Val-Acc1: 68.10 (Best: 70.82),	 Val-Acc5: 87.08
2021-01-25 00:52:13 - INFO - Epoch: 135,	 Iter: 600,	 Loss: 0.64197,	 Val-Acc1: 69.52 (Best: 70.82),	 Val-Acc5: 87.48
2021-01-25 00:52:30 - INFO - Epoch: 135,	 Iter: 700,	 Loss: 0.56728,	 Val-Acc1: 68.66 (Best: 70.82),	 Val-Acc5: 87.66
2021-01-25 00:52:47 - INFO - Epoch: 135,	 Iter: 800,	 Loss: 0.66437,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 86.94
2021-01-25 00:53:08 - INFO - Epoch: 136,	 Iter: 0,	 Loss: 0.68199,	 Val-Acc1: 68.54 (Best: 70.82),	 Val-Acc5: 86.76
2021-01-25 00:53:25 - INFO - Epoch: 136,	 Iter: 100,	 Loss: 0.68441,	 Val-Acc1: 67.90 (Best: 70.82),	 Val-Acc5: 86.92
2021-01-25 00:53:42 - INFO - Epoch: 136,	 Iter: 200,	 Loss: 0.57862,	 Val-Acc1: 69.26 (Best: 70.82),	 Val-Acc5: 87.16
2021-01-25 00:53:59 - INFO - Epoch: 136,	 Iter: 300,	 Loss: 0.73523,	 Val-Acc1: 68.12 (Best: 70.82),	 Val-Acc5: 87.16
2021-01-25 00:54:16 - INFO - Epoch: 136,	 Iter: 400,	 Loss: 0.72812,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 86.98
2021-01-25 00:54:34 - INFO - Epoch: 136,	 Iter: 500,	 Loss: 0.72631,	 Val-Acc1: 68.56 (Best: 70.82),	 Val-Acc5: 87.36
2021-01-25 00:54:51 - INFO - Epoch: 136,	 Iter: 600,	 Loss: 0.66406,	 Val-Acc1: 68.58 (Best: 70.82),	 Val-Acc5: 87.16
2021-01-25 00:55:08 - INFO - Epoch: 136,	 Iter: 700,	 Loss: 0.64829,	 Val-Acc1: 67.90 (Best: 70.82),	 Val-Acc5: 86.76
2021-01-25 00:55:25 - INFO - Epoch: 136,	 Iter: 800,	 Loss: 0.71685,	 Val-Acc1: 68.20 (Best: 70.82),	 Val-Acc5: 87.18
2021-01-25 00:55:47 - INFO - Epoch: 137,	 Iter: 0,	 Loss: 0.41078,	 Val-Acc1: 68.84 (Best: 70.82),	 Val-Acc5: 86.76
2021-01-25 00:56:04 - INFO - Epoch: 137,	 Iter: 100,	 Loss: 0.64320,	 Val-Acc1: 68.78 (Best: 70.82),	 Val-Acc5: 87.18
2021-01-25 00:56:21 - INFO - Epoch: 137,	 Iter: 200,	 Loss: 0.58721,	 Val-Acc1: 67.58 (Best: 70.82),	 Val-Acc5: 86.06
2021-01-25 00:56:38 - INFO - Epoch: 137,	 Iter: 300,	 Loss: 0.61781,	 Val-Acc1: 68.38 (Best: 70.82),	 Val-Acc5: 86.76
2021-01-25 00:56:55 - INFO - Epoch: 137,	 Iter: 400,	 Loss: 0.56942,	 Val-Acc1: 68.30 (Best: 70.82),	 Val-Acc5: 86.48
2021-01-25 00:57:12 - INFO - Epoch: 137,	 Iter: 500,	 Loss: 0.64232,	 Val-Acc1: 68.64 (Best: 70.82),	 Val-Acc5: 86.70
2021-01-25 00:57:29 - INFO - Epoch: 137,	 Iter: 600,	 Loss: 0.42668,	 Val-Acc1: 67.72 (Best: 70.82),	 Val-Acc5: 86.86
2021-01-25 00:57:46 - INFO - Epoch: 137,	 Iter: 700,	 Loss: 0.46682,	 Val-Acc1: 67.96 (Best: 70.82),	 Val-Acc5: 86.46
2021-01-25 00:58:03 - INFO - Epoch: 137,	 Iter: 800,	 Loss: 0.73889,	 Val-Acc1: 68.16 (Best: 70.82),	 Val-Acc5: 86.16
2021-01-25 00:58:25 - INFO - Epoch: 138,	 Iter: 0,	 Loss: 0.60367,	 Val-Acc1: 67.84 (Best: 70.82),	 Val-Acc5: 86.66
2021-01-25 00:58:42 - INFO - Epoch: 138,	 Iter: 100,	 Loss: 0.60486,	 Val-Acc1: 67.62 (Best: 70.82),	 Val-Acc5: 86.54
2021-01-25 00:58:59 - INFO - Epoch: 138,	 Iter: 200,	 Loss: 0.66117,	 Val-Acc1: 67.50 (Best: 70.82),	 Val-Acc5: 86.26
2021-01-25 00:59:16 - INFO - Epoch: 138,	 Iter: 300,	 Loss: 0.65345,	 Val-Acc1: 67.78 (Best: 70.82),	 Val-Acc5: 85.66
2021-01-25 00:59:33 - INFO - Epoch: 138,	 Iter: 400,	 Loss: 0.61377,	 Val-Acc1: 67.36 (Best: 70.82),	 Val-Acc5: 85.92
2021-01-25 00:59:50 - INFO - Epoch: 138,	 Iter: 500,	 Loss: 0.59338,	 Val-Acc1: 67.02 (Best: 70.82),	 Val-Acc5: 85.36
2021-01-25 01:00:07 - INFO - Epoch: 138,	 Iter: 600,	 Loss: 0.85685,	 Val-Acc1: 65.80 (Best: 70.82),	 Val-Acc5: 84.46
2021-01-25 01:00:25 - INFO - Epoch: 138,	 Iter: 700,	 Loss: 0.70284,	 Val-Acc1: 67.60 (Best: 70.82),	 Val-Acc5: 85.46
2021-01-25 01:00:42 - INFO - Epoch: 138,	 Iter: 800,	 Loss: 0.63689,	 Val-Acc1: 68.32 (Best: 70.82),	 Val-Acc5: 85.58
2021-01-25 01:01:03 - INFO - Epoch: 139,	 Iter: 0,	 Loss: 0.78302,	 Val-Acc1: 66.50 (Best: 70.82),	 Val-Acc5: 85.36
2021-01-25 01:01:20 - INFO - Epoch: 139,	 Iter: 100,	 Loss: 0.71932,	 Val-Acc1: 66.50 (Best: 70.82),	 Val-Acc5: 85.16
2021-01-25 01:01:37 - INFO - Epoch: 139,	 Iter: 200,	 Loss: 0.82574,	 Val-Acc1: 66.24 (Best: 70.82),	 Val-Acc5: 85.06
2021-01-25 01:01:54 - INFO - Epoch: 139,	 Iter: 300,	 Loss: 0.60974,	 Val-Acc1: 66.06 (Best: 70.82),	 Val-Acc5: 84.06
2021-01-25 01:02:11 - INFO - Epoch: 139,	 Iter: 400,	 Loss: 0.73341,	 Val-Acc1: 66.74 (Best: 70.82),	 Val-Acc5: 84.54
2021-01-25 01:02:28 - INFO - Epoch: 139,	 Iter: 500,	 Loss: 0.71959,	 Val-Acc1: 65.96 (Best: 70.82),	 Val-Acc5: 83.76
2021-01-25 01:02:46 - INFO - Epoch: 139,	 Iter: 600,	 Loss: 0.87200,	 Val-Acc1: 66.78 (Best: 70.82),	 Val-Acc5: 84.44
2021-01-25 01:03:03 - INFO - Epoch: 139,	 Iter: 700,	 Loss: 0.67091,	 Val-Acc1: 65.22 (Best: 70.82),	 Val-Acc5: 84.04
2021-01-25 01:03:20 - INFO - Epoch: 139,	 Iter: 800,	 Loss: 0.68281,	 Val-Acc1: 66.32 (Best: 70.82),	 Val-Acc5: 84.64
2021-01-25 01:03:41 - INFO - Epoch: 140,	 Iter: 0,	 Loss: 0.59220,	 Val-Acc1: 65.92 (Best: 70.82),	 Val-Acc5: 84.68
2021-01-25 01:03:59 - INFO - Epoch: 140,	 Iter: 100,	 Loss: 0.57742,	 Val-Acc1: 66.00 (Best: 70.82),	 Val-Acc5: 84.06
2021-01-25 01:04:16 - INFO - Epoch: 140,	 Iter: 200,	 Loss: 0.75068,	 Val-Acc1: 65.26 (Best: 70.82),	 Val-Acc5: 83.96
2021-01-25 01:04:33 - INFO - Epoch: 140,	 Iter: 300,	 Loss: 0.75734,	 Val-Acc1: 66.28 (Best: 70.82),	 Val-Acc5: 84.54
2021-01-25 01:04:50 - INFO - Epoch: 140,	 Iter: 400,	 Loss: 0.78119,	 Val-Acc1: 66.70 (Best: 70.82),	 Val-Acc5: 83.76
2021-01-25 01:05:07 - INFO - Epoch: 140,	 Iter: 500,	 Loss: 0.59625,	 Val-Acc1: 65.60 (Best: 70.82),	 Val-Acc5: 83.90
2021-01-25 01:05:24 - INFO - Epoch: 140,	 Iter: 600,	 Loss: 0.55109,	 Val-Acc1: 66.02 (Best: 70.82),	 Val-Acc5: 83.98
2021-01-25 01:05:42 - INFO - Epoch: 140,	 Iter: 700,	 Loss: 0.90062,	 Val-Acc1: 65.70 (Best: 70.82),	 Val-Acc5: 83.42
2021-01-25 01:05:59 - INFO - Epoch: 140,	 Iter: 800,	 Loss: 0.66655,	 Val-Acc1: 65.10 (Best: 70.82),	 Val-Acc5: 83.60
2021-01-25 01:06:20 - INFO - Epoch: 141,	 Iter: 0,	 Loss: 0.80482,	 Val-Acc1: 65.70 (Best: 70.82),	 Val-Acc5: 84.28
2021-01-25 01:06:37 - INFO - Epoch: 141,	 Iter: 100,	 Loss: 0.55217,	 Val-Acc1: 65.30 (Best: 70.82),	 Val-Acc5: 83.36
2021-01-25 01:06:55 - INFO - Epoch: 141,	 Iter: 200,	 Loss: 0.67684,	 Val-Acc1: 65.52 (Best: 70.82),	 Val-Acc5: 83.24
2021-01-25 01:07:12 - INFO - Epoch: 141,	 Iter: 300,	 Loss: 0.59619,	 Val-Acc1: 65.18 (Best: 70.82),	 Val-Acc5: 83.62
2021-01-25 01:07:30 - INFO - Epoch: 141,	 Iter: 400,	 Loss: 0.54390,	 Val-Acc1: 65.34 (Best: 70.82),	 Val-Acc5: 83.34
2021-01-25 01:07:47 - INFO - Epoch: 141,	 Iter: 500,	 Loss: 0.65279,	 Val-Acc1: 65.34 (Best: 70.82),	 Val-Acc5: 82.86
2021-01-25 01:08:04 - INFO - Epoch: 141,	 Iter: 600,	 Loss: 0.75343,	 Val-Acc1: 65.12 (Best: 70.82),	 Val-Acc5: 83.28
2021-01-25 01:08:21 - INFO - Epoch: 141,	 Iter: 700,	 Loss: 0.68837,	 Val-Acc1: 65.14 (Best: 70.82),	 Val-Acc5: 83.44
2021-01-25 01:08:38 - INFO - Epoch: 141,	 Iter: 800,	 Loss: 0.70176,	 Val-Acc1: 65.60 (Best: 70.82),	 Val-Acc5: 83.14
2021-01-25 01:09:00 - INFO - Epoch: 142,	 Iter: 0,	 Loss: 0.70198,	 Val-Acc1: 64.90 (Best: 70.82),	 Val-Acc5: 82.72
2021-01-25 01:09:17 - INFO - Epoch: 142,	 Iter: 100,	 Loss: 0.50227,	 Val-Acc1: 64.60 (Best: 70.82),	 Val-Acc5: 82.74
2021-01-25 01:09:35 - INFO - Epoch: 142,	 Iter: 200,	 Loss: 0.54590,	 Val-Acc1: 65.36 (Best: 70.82),	 Val-Acc5: 82.92
2021-01-25 01:09:52 - INFO - Epoch: 142,	 Iter: 300,	 Loss: 0.83575,	 Val-Acc1: 64.36 (Best: 70.82),	 Val-Acc5: 81.86
2021-01-25 01:10:09 - INFO - Epoch: 142,	 Iter: 400,	 Loss: 0.60792,	 Val-Acc1: 64.72 (Best: 70.82),	 Val-Acc5: 82.12
2021-01-25 01:10:26 - INFO - Epoch: 142,	 Iter: 500,	 Loss: 0.66285,	 Val-Acc1: 64.62 (Best: 70.82),	 Val-Acc5: 81.90
2021-01-25 01:10:43 - INFO - Epoch: 142,	 Iter: 600,	 Loss: 0.76605,	 Val-Acc1: 65.72 (Best: 70.82),	 Val-Acc5: 82.82
2021-01-25 01:11:00 - INFO - Epoch: 142,	 Iter: 700,	 Loss: 0.90395,	 Val-Acc1: 64.06 (Best: 70.82),	 Val-Acc5: 81.60
2021-01-25 01:11:17 - INFO - Epoch: 142,	 Iter: 800,	 Loss: 0.68946,	 Val-Acc1: 66.06 (Best: 70.82),	 Val-Acc5: 82.78
2021-01-25 01:11:38 - INFO - Epoch: 143,	 Iter: 0,	 Loss: 0.70005,	 Val-Acc1: 63.28 (Best: 70.82),	 Val-Acc5: 81.20
2021-01-25 01:11:55 - INFO - Epoch: 143,	 Iter: 100,	 Loss: 0.60856,	 Val-Acc1: 63.44 (Best: 70.82),	 Val-Acc5: 81.24
2021-01-25 01:12:12 - INFO - Epoch: 143,	 Iter: 200,	 Loss: 0.61700,	 Val-Acc1: 63.78 (Best: 70.82),	 Val-Acc5: 81.36
2021-01-25 01:12:29 - INFO - Epoch: 143,	 Iter: 300,	 Loss: 0.74956,	 Val-Acc1: 63.00 (Best: 70.82),	 Val-Acc5: 80.22
2021-01-25 01:12:46 - INFO - Epoch: 143,	 Iter: 400,	 Loss: 0.63513,	 Val-Acc1: 63.16 (Best: 70.82),	 Val-Acc5: 80.40
2021-01-25 01:13:03 - INFO - Epoch: 143,	 Iter: 500,	 Loss: 0.62681,	 Val-Acc1: 62.94 (Best: 70.82),	 Val-Acc5: 80.86
2021-01-25 01:13:21 - INFO - Epoch: 143,	 Iter: 600,	 Loss: 0.64733,	 Val-Acc1: 62.22 (Best: 70.82),	 Val-Acc5: 80.18
2021-01-25 01:13:38 - INFO - Epoch: 143,	 Iter: 700,	 Loss: 0.78849,	 Val-Acc1: 63.42 (Best: 70.82),	 Val-Acc5: 81.24
2021-01-25 01:13:55 - INFO - Epoch: 143,	 Iter: 800,	 Loss: 0.65066,	 Val-Acc1: 64.44 (Best: 70.82),	 Val-Acc5: 81.24
2021-01-25 01:14:17 - INFO - Epoch: 144,	 Iter: 0,	 Loss: 0.80358,	 Val-Acc1: 61.96 (Best: 70.82),	 Val-Acc5: 78.90
2021-01-25 01:14:34 - INFO - Epoch: 144,	 Iter: 100,	 Loss: 0.81571,	 Val-Acc1: 62.46 (Best: 70.82),	 Val-Acc5: 79.88
2021-01-25 01:14:51 - INFO - Epoch: 144,	 Iter: 200,	 Loss: 1.06813,	 Val-Acc1: 62.78 (Best: 70.82),	 Val-Acc5: 80.16
2021-01-25 01:15:08 - INFO - Epoch: 144,	 Iter: 300,	 Loss: 0.68564,	 Val-Acc1: 61.44 (Best: 70.82),	 Val-Acc5: 79.32
2021-01-25 01:15:25 - INFO - Epoch: 144,	 Iter: 400,	 Loss: 0.65548,	 Val-Acc1: 62.16 (Best: 70.82),	 Val-Acc5: 80.26
2021-01-25 01:15:42 - INFO - Epoch: 144,	 Iter: 500,	 Loss: 0.69392,	 Val-Acc1: 61.88 (Best: 70.82),	 Val-Acc5: 79.26
2021-01-25 01:15:59 - INFO - Epoch: 144,	 Iter: 600,	 Loss: 0.59960,	 Val-Acc1: 60.30 (Best: 70.82),	 Val-Acc5: 78.58
2021-01-25 01:16:16 - INFO - Epoch: 144,	 Iter: 700,	 Loss: 0.87722,	 Val-Acc1: 61.28 (Best: 70.82),	 Val-Acc5: 78.26
2021-01-25 01:16:33 - INFO - Epoch: 144,	 Iter: 800,	 Loss: 0.72484,	 Val-Acc1: 61.70 (Best: 70.82),	 Val-Acc5: 79.88
2021-01-25 01:16:55 - INFO - Epoch: 145,	 Iter: 0,	 Loss: 0.63855,	 Val-Acc1: 60.68 (Best: 70.82),	 Val-Acc5: 78.62
2021-01-25 01:17:12 - INFO - Epoch: 145,	 Iter: 100,	 Loss: 0.61455,	 Val-Acc1: 61.14 (Best: 70.82),	 Val-Acc5: 77.78
2021-01-25 01:17:29 - INFO - Epoch: 145,	 Iter: 200,	 Loss: 0.82129,	 Val-Acc1: 61.08 (Best: 70.82),	 Val-Acc5: 78.62
2021-01-25 01:17:46 - INFO - Epoch: 145,	 Iter: 300,	 Loss: 0.68142,	 Val-Acc1: 59.22 (Best: 70.82),	 Val-Acc5: 77.32
2021-01-25 01:18:03 - INFO - Epoch: 145,	 Iter: 400,	 Loss: 0.61668,	 Val-Acc1: 60.08 (Best: 70.82),	 Val-Acc5: 77.58
2021-01-25 01:18:20 - INFO - Epoch: 145,	 Iter: 500,	 Loss: 0.58565,	 Val-Acc1: 59.48 (Best: 70.82),	 Val-Acc5: 76.82
2021-01-25 01:18:37 - INFO - Epoch: 145,	 Iter: 600,	 Loss: 0.59149,	 Val-Acc1: 61.34 (Best: 70.82),	 Val-Acc5: 78.54
2021-01-25 01:18:54 - INFO - Epoch: 145,	 Iter: 700,	 Loss: 0.73945,	 Val-Acc1: 60.62 (Best: 70.82),	 Val-Acc5: 78.36
2021-01-25 01:19:11 - INFO - Epoch: 145,	 Iter: 800,	 Loss: 0.86116,	 Val-Acc1: 59.76 (Best: 70.82),	 Val-Acc5: 77.34
2021-01-25 01:19:33 - INFO - Epoch: 146,	 Iter: 0,	 Loss: 0.84857,	 Val-Acc1: 62.36 (Best: 70.82),	 Val-Acc5: 79.10
2021-01-25 01:19:50 - INFO - Epoch: 146,	 Iter: 100,	 Loss: 0.83187,	 Val-Acc1: 61.72 (Best: 70.82),	 Val-Acc5: 78.94
2021-01-25 01:20:07 - INFO - Epoch: 146,	 Iter: 200,	 Loss: 1.04936,	 Val-Acc1: 60.84 (Best: 70.82),	 Val-Acc5: 78.22
2021-01-25 01:20:24 - INFO - Epoch: 146,	 Iter: 300,	 Loss: 0.62308,	 Val-Acc1: 60.74 (Best: 70.82),	 Val-Acc5: 77.54
2021-01-25 01:20:41 - INFO - Epoch: 146,	 Iter: 400,	 Loss: 0.74848,	 Val-Acc1: 61.84 (Best: 70.82),	 Val-Acc5: 78.64
2021-01-25 01:20:58 - INFO - Epoch: 146,	 Iter: 500,	 Loss: 0.67200,	 Val-Acc1: 61.40 (Best: 70.82),	 Val-Acc5: 78.60
2021-01-25 01:21:15 - INFO - Epoch: 146,	 Iter: 600,	 Loss: 0.75359,	 Val-Acc1: 61.72 (Best: 70.82),	 Val-Acc5: 79.22
2021-01-25 01:21:33 - INFO - Epoch: 146,	 Iter: 700,	 Loss: 0.68659,	 Val-Acc1: 62.48 (Best: 70.82),	 Val-Acc5: 79.62
2021-01-25 01:21:50 - INFO - Epoch: 146,	 Iter: 800,	 Loss: 0.69397,	 Val-Acc1: 62.46 (Best: 70.82),	 Val-Acc5: 78.70
2021-01-25 01:22:11 - INFO - Epoch: 147,	 Iter: 0,	 Loss: 0.80086,	 Val-Acc1: 61.68 (Best: 70.82),	 Val-Acc5: 78.80
2021-01-25 01:22:28 - INFO - Epoch: 147,	 Iter: 100,	 Loss: 0.73849,	 Val-Acc1: 60.54 (Best: 70.82),	 Val-Acc5: 77.94
2021-01-25 01:22:45 - INFO - Epoch: 147,	 Iter: 200,	 Loss: 0.61195,	 Val-Acc1: 59.94 (Best: 70.82),	 Val-Acc5: 77.70
2021-01-25 01:23:03 - INFO - Epoch: 147,	 Iter: 300,	 Loss: 0.63523,	 Val-Acc1: 60.46 (Best: 70.82),	 Val-Acc5: 77.14
2021-01-25 01:23:20 - INFO - Epoch: 147,	 Iter: 400,	 Loss: 0.60802,	 Val-Acc1: 60.14 (Best: 70.82),	 Val-Acc5: 76.98
2021-01-25 01:23:37 - INFO - Epoch: 147,	 Iter: 500,	 Loss: 0.85635,	 Val-Acc1: 59.56 (Best: 70.82),	 Val-Acc5: 76.82
2021-01-25 01:23:54 - INFO - Epoch: 147,	 Iter: 600,	 Loss: 0.72205,	 Val-Acc1: 60.82 (Best: 70.82),	 Val-Acc5: 78.02
2021-01-25 01:24:11 - INFO - Epoch: 147,	 Iter: 700,	 Loss: 0.70627,	 Val-Acc1: 60.72 (Best: 70.82),	 Val-Acc5: 77.68
2021-01-25 01:24:28 - INFO - Epoch: 147,	 Iter: 800,	 Loss: 1.02766,	 Val-Acc1: 61.22 (Best: 70.82),	 Val-Acc5: 78.20
2021-01-25 01:24:50 - INFO - Epoch: 148,	 Iter: 0,	 Loss: 0.61928,	 Val-Acc1: 60.54 (Best: 70.82),	 Val-Acc5: 78.10
2021-01-25 01:25:07 - INFO - Epoch: 148,	 Iter: 100,	 Loss: 0.61683,	 Val-Acc1: 59.70 (Best: 70.82),	 Val-Acc5: 76.90
2021-01-25 01:25:24 - INFO - Epoch: 148,	 Iter: 200,	 Loss: 0.78436,	 Val-Acc1: 57.98 (Best: 70.82),	 Val-Acc5: 75.26
2021-01-25 01:25:41 - INFO - Epoch: 148,	 Iter: 300,	 Loss: 0.76208,	 Val-Acc1: 60.42 (Best: 70.82),	 Val-Acc5: 77.20
2021-01-25 01:25:58 - INFO - Epoch: 148,	 Iter: 400,	 Loss: 0.72791,	 Val-Acc1: 62.44 (Best: 70.82),	 Val-Acc5: 79.26
2021-01-25 01:26:15 - INFO - Epoch: 148,	 Iter: 500,	 Loss: 0.60968,	 Val-Acc1: 60.26 (Best: 70.82),	 Val-Acc5: 77.92
2021-01-25 01:26:33 - INFO - Epoch: 148,	 Iter: 600,	 Loss: 0.66765,	 Val-Acc1: 60.00 (Best: 70.82),	 Val-Acc5: 77.96
2021-01-25 01:26:52 - INFO - Epoch: 148,	 Iter: 700,	 Loss: 0.74529,	 Val-Acc1: 59.98 (Best: 70.82),	 Val-Acc5: 76.80
2021-01-25 01:27:09 - INFO - Epoch: 148,	 Iter: 800,	 Loss: 0.56344,	 Val-Acc1: 61.34 (Best: 70.82),	 Val-Acc5: 77.92
2021-01-25 01:27:30 - INFO - Epoch: 149,	 Iter: 0,	 Loss: 0.58782,	 Val-Acc1: 62.08 (Best: 70.82),	 Val-Acc5: 78.40
2021-01-25 01:27:47 - INFO - Epoch: 149,	 Iter: 100,	 Loss: 0.65830,	 Val-Acc1: 61.14 (Best: 70.82),	 Val-Acc5: 77.62
2021-01-25 01:28:04 - INFO - Epoch: 149,	 Iter: 200,	 Loss: 0.79686,	 Val-Acc1: 59.64 (Best: 70.82),	 Val-Acc5: 76.46
2021-01-25 01:28:22 - INFO - Epoch: 149,	 Iter: 300,	 Loss: 0.69360,	 Val-Acc1: 58.62 (Best: 70.82),	 Val-Acc5: 76.20
2021-01-25 01:28:39 - INFO - Epoch: 149,	 Iter: 400,	 Loss: 0.78541,	 Val-Acc1: 59.92 (Best: 70.82),	 Val-Acc5: 77.04
2021-01-25 01:28:56 - INFO - Epoch: 149,	 Iter: 500,	 Loss: 0.69012,	 Val-Acc1: 60.44 (Best: 70.82),	 Val-Acc5: 77.08
2021-01-25 01:29:14 - INFO - Epoch: 149,	 Iter: 600,	 Loss: 0.58006,	 Val-Acc1: 60.60 (Best: 70.82),	 Val-Acc5: 77.46
2021-01-25 01:29:31 - INFO - Epoch: 149,	 Iter: 700,	 Loss: 0.98848,	 Val-Acc1: 60.60 (Best: 70.82),	 Val-Acc5: 77.00
2021-01-25 01:29:48 - INFO - Epoch: 149,	 Iter: 800,	 Loss: 0.78828,	 Val-Acc1: 59.70 (Best: 70.82),	 Val-Acc5: 76.98
2021-01-25 01:30:09 - INFO - Epoch: 150,	 Iter: 0,	 Loss: 0.85994,	 Val-Acc1: 60.38 (Best: 70.82),	 Val-Acc5: 77.08
2021-01-25 01:30:27 - INFO - Epoch: 150,	 Iter: 100,	 Loss: 0.82880,	 Val-Acc1: 61.42 (Best: 70.82),	 Val-Acc5: 77.86
2021-01-25 01:30:44 - INFO - Epoch: 150,	 Iter: 200,	 Loss: 0.69574,	 Val-Acc1: 60.80 (Best: 70.82),	 Val-Acc5: 77.20
2021-01-25 01:31:01 - INFO - Epoch: 150,	 Iter: 300,	 Loss: 0.74044,	 Val-Acc1: 60.36 (Best: 70.82),	 Val-Acc5: 77.02
2021-01-25 01:31:18 - INFO - Epoch: 150,	 Iter: 400,	 Loss: 0.76473,	 Val-Acc1: 61.18 (Best: 70.82),	 Val-Acc5: 77.46
2021-01-25 01:31:36 - INFO - Epoch: 150,	 Iter: 500,	 Loss: 0.79212,	 Val-Acc1: 59.64 (Best: 70.82),	 Val-Acc5: 75.66
2021-01-25 01:31:53 - INFO - Epoch: 150,	 Iter: 600,	 Loss: 0.64972,	 Val-Acc1: 60.86 (Best: 70.82),	 Val-Acc5: 77.04
2021-01-25 01:32:10 - INFO - Epoch: 150,	 Iter: 700,	 Loss: 0.76684,	 Val-Acc1: 60.82 (Best: 70.82),	 Val-Acc5: 77.38
2021-01-25 01:32:27 - INFO - Epoch: 150,	 Iter: 800,	 Loss: 0.85602,	 Val-Acc1: 60.82 (Best: 70.82),	 Val-Acc5: 77.58
2021-01-25 01:32:49 - INFO - Epoch: 151,	 Iter: 0,	 Loss: 0.72924,	 Val-Acc1: 59.64 (Best: 70.82),	 Val-Acc5: 77.24
2021-01-25 01:33:07 - INFO - Epoch: 151,	 Iter: 100,	 Loss: 0.74403,	 Val-Acc1: 60.06 (Best: 70.82),	 Val-Acc5: 76.74
2021-01-25 01:33:24 - INFO - Epoch: 151,	 Iter: 200,	 Loss: 0.70164,	 Val-Acc1: 59.64 (Best: 70.82),	 Val-Acc5: 76.18
2021-01-25 01:33:41 - INFO - Epoch: 151,	 Iter: 300,	 Loss: 0.77793,	 Val-Acc1: 60.44 (Best: 70.82),	 Val-Acc5: 76.78
2021-01-25 01:33:58 - INFO - Epoch: 151,	 Iter: 400,	 Loss: 0.60448,	 Val-Acc1: 59.16 (Best: 70.82),	 Val-Acc5: 76.12
2021-01-25 01:34:16 - INFO - Epoch: 151,	 Iter: 500,	 Loss: 0.73462,	 Val-Acc1: 59.58 (Best: 70.82),	 Val-Acc5: 76.70
2021-01-25 01:34:33 - INFO - Epoch: 151,	 Iter: 600,	 Loss: 0.84342,	 Val-Acc1: 60.70 (Best: 70.82),	 Val-Acc5: 76.54
2021-01-25 01:34:50 - INFO - Epoch: 151,	 Iter: 700,	 Loss: 0.60372,	 Val-Acc1: 58.28 (Best: 70.82),	 Val-Acc5: 75.76
2021-01-25 01:35:08 - INFO - Epoch: 151,	 Iter: 800,	 Loss: 0.98420,	 Val-Acc1: 59.32 (Best: 70.82),	 Val-Acc5: 76.24
2021-01-25 01:35:29 - INFO - Epoch: 152,	 Iter: 0,	 Loss: 0.79030,	 Val-Acc1: 59.84 (Best: 70.82),	 Val-Acc5: 76.90
2021-01-25 01:35:46 - INFO - Epoch: 152,	 Iter: 100,	 Loss: 0.84444,	 Val-Acc1: 61.48 (Best: 70.82),	 Val-Acc5: 76.38
2021-01-25 01:36:03 - INFO - Epoch: 152,	 Iter: 200,	 Loss: 0.78481,	 Val-Acc1: 62.42 (Best: 70.82),	 Val-Acc5: 77.28
2021-01-25 01:36:21 - INFO - Epoch: 152,	 Iter: 300,	 Loss: 0.85185,	 Val-Acc1: 59.06 (Best: 70.82),	 Val-Acc5: 74.62
2021-01-25 01:36:38 - INFO - Epoch: 152,	 Iter: 400,	 Loss: 0.64670,	 Val-Acc1: 59.88 (Best: 70.82),	 Val-Acc5: 76.50
2021-01-25 01:36:55 - INFO - Epoch: 152,	 Iter: 500,	 Loss: 0.87325,	 Val-Acc1: 59.32 (Best: 70.82),	 Val-Acc5: 75.42
2021-01-25 01:37:12 - INFO - Epoch: 152,	 Iter: 600,	 Loss: 0.70423,	 Val-Acc1: 60.02 (Best: 70.82),	 Val-Acc5: 76.00
2021-01-25 01:37:29 - INFO - Epoch: 152,	 Iter: 700,	 Loss: 0.85577,	 Val-Acc1: 58.98 (Best: 70.82),	 Val-Acc5: 74.34
2021-01-25 01:37:46 - INFO - Epoch: 152,	 Iter: 800,	 Loss: 0.99229,	 Val-Acc1: 58.24 (Best: 70.82),	 Val-Acc5: 74.40
2021-01-25 01:38:08 - INFO - Epoch: 153,	 Iter: 0,	 Loss: 0.73300,	 Val-Acc1: 58.62 (Best: 70.82),	 Val-Acc5: 74.92
2021-01-25 01:38:25 - INFO - Epoch: 153,	 Iter: 100,	 Loss: 0.82080,	 Val-Acc1: 59.66 (Best: 70.82),	 Val-Acc5: 75.74
2021-01-25 01:38:42 - INFO - Epoch: 153,	 Iter: 200,	 Loss: 0.92940,	 Val-Acc1: 58.96 (Best: 70.82),	 Val-Acc5: 75.30
2021-01-25 01:38:59 - INFO - Epoch: 153,	 Iter: 300,	 Loss: 0.61925,	 Val-Acc1: 58.74 (Best: 70.82),	 Val-Acc5: 74.50
2021-01-25 01:39:16 - INFO - Epoch: 153,	 Iter: 400,	 Loss: 0.86122,	 Val-Acc1: 59.28 (Best: 70.82),	 Val-Acc5: 75.56
2021-01-25 01:39:33 - INFO - Epoch: 153,	 Iter: 500,	 Loss: 0.90422,	 Val-Acc1: 57.76 (Best: 70.82),	 Val-Acc5: 74.44
2021-01-25 01:39:51 - INFO - Epoch: 153,	 Iter: 600,	 Loss: 0.69306,	 Val-Acc1: 58.12 (Best: 70.82),	 Val-Acc5: 75.64
2021-01-25 01:40:08 - INFO - Epoch: 153,	 Iter: 700,	 Loss: 0.75365,	 Val-Acc1: 58.92 (Best: 70.82),	 Val-Acc5: 74.66
2021-01-25 01:40:25 - INFO - Epoch: 153,	 Iter: 800,	 Loss: 0.83034,	 Val-Acc1: 58.96 (Best: 70.82),	 Val-Acc5: 75.20
2021-01-25 01:40:47 - INFO - Epoch: 154,	 Iter: 0,	 Loss: 0.74032,	 Val-Acc1: 57.90 (Best: 70.82),	 Val-Acc5: 74.28
2021-01-25 01:41:04 - INFO - Epoch: 154,	 Iter: 100,	 Loss: 0.65119,	 Val-Acc1: 59.12 (Best: 70.82),	 Val-Acc5: 75.48
2021-01-25 01:41:21 - INFO - Epoch: 154,	 Iter: 200,	 Loss: 0.64908,	 Val-Acc1: 58.60 (Best: 70.82),	 Val-Acc5: 74.46
2021-01-25 01:41:38 - INFO - Epoch: 154,	 Iter: 300,	 Loss: 0.75802,	 Val-Acc1: 58.24 (Best: 70.82),	 Val-Acc5: 74.18
2021-01-25 01:41:55 - INFO - Epoch: 154,	 Iter: 400,	 Loss: 0.57912,	 Val-Acc1: 59.14 (Best: 70.82),	 Val-Acc5: 75.12
2021-01-25 01:42:12 - INFO - Epoch: 154,	 Iter: 500,	 Loss: 0.77517,	 Val-Acc1: 59.52 (Best: 70.82),	 Val-Acc5: 75.36
2021-01-25 01:42:29 - INFO - Epoch: 154,	 Iter: 600,	 Loss: 0.77628,	 Val-Acc1: 58.22 (Best: 70.82),	 Val-Acc5: 74.98
2021-01-25 01:42:47 - INFO - Epoch: 154,	 Iter: 700,	 Loss: 0.72856,	 Val-Acc1: 57.92 (Best: 70.82),	 Val-Acc5: 75.04
2021-01-25 01:43:04 - INFO - Epoch: 154,	 Iter: 800,	 Loss: 0.81139,	 Val-Acc1: 58.06 (Best: 70.82),	 Val-Acc5: 73.76
2021-01-25 01:43:25 - INFO - Epoch: 155,	 Iter: 0,	 Loss: 0.55213,	 Val-Acc1: 57.20 (Best: 70.82),	 Val-Acc5: 74.34
2021-01-25 01:43:42 - INFO - Epoch: 155,	 Iter: 100,	 Loss: 0.70654,	 Val-Acc1: 58.62 (Best: 70.82),	 Val-Acc5: 73.50
2021-01-25 01:43:59 - INFO - Epoch: 155,	 Iter: 200,	 Loss: 0.66699,	 Val-Acc1: 58.42 (Best: 70.82),	 Val-Acc5: 75.24
2021-01-25 01:44:16 - INFO - Epoch: 155,	 Iter: 300,	 Loss: 0.62094,	 Val-Acc1: 57.84 (Best: 70.82),	 Val-Acc5: 73.36
2021-01-25 01:44:33 - INFO - Epoch: 155,	 Iter: 400,	 Loss: 0.83651,	 Val-Acc1: 57.72 (Best: 70.82),	 Val-Acc5: 73.10
2021-01-25 01:44:50 - INFO - Epoch: 155,	 Iter: 500,	 Loss: 0.74373,	 Val-Acc1: 59.16 (Best: 70.82),	 Val-Acc5: 74.42
2021-01-25 01:45:07 - INFO - Epoch: 155,	 Iter: 600,	 Loss: 0.80313,	 Val-Acc1: 58.76 (Best: 70.82),	 Val-Acc5: 74.94
2021-01-25 01:45:24 - INFO - Epoch: 155,	 Iter: 700,	 Loss: 0.77046,	 Val-Acc1: 58.02 (Best: 70.82),	 Val-Acc5: 73.40
2021-01-25 01:45:41 - INFO - Epoch: 155,	 Iter: 800,	 Loss: 0.88848,	 Val-Acc1: 58.76 (Best: 70.82),	 Val-Acc5: 74.34
2021-01-25 01:46:03 - INFO - Epoch: 156,	 Iter: 0,	 Loss: 0.89594,	 Val-Acc1: 60.38 (Best: 70.82),	 Val-Acc5: 75.60
2021-01-25 01:46:20 - INFO - Epoch: 156,	 Iter: 100,	 Loss: 0.74941,	 Val-Acc1: 57.64 (Best: 70.82),	 Val-Acc5: 73.38
2021-01-25 01:46:37 - INFO - Epoch: 156,	 Iter: 200,	 Loss: 0.70351,	 Val-Acc1: 58.38 (Best: 70.82),	 Val-Acc5: 74.70
2021-01-25 01:46:54 - INFO - Epoch: 156,	 Iter: 300,	 Loss: 0.82833,	 Val-Acc1: 58.88 (Best: 70.82),	 Val-Acc5: 73.76
2021-01-25 01:47:11 - INFO - Epoch: 156,	 Iter: 400,	 Loss: 0.58680,	 Val-Acc1: 56.50 (Best: 70.82),	 Val-Acc5: 74.66
2021-01-25 01:47:28 - INFO - Epoch: 156,	 Iter: 500,	 Loss: 0.61720,	 Val-Acc1: 56.48 (Best: 70.82),	 Val-Acc5: 73.72
2021-01-25 01:47:45 - INFO - Epoch: 156,	 Iter: 600,	 Loss: 0.68134,	 Val-Acc1: 58.12 (Best: 70.82),	 Val-Acc5: 74.00
2021-01-25 01:48:02 - INFO - Epoch: 156,	 Iter: 700,	 Loss: 0.63202,	 Val-Acc1: 58.88 (Best: 70.82),	 Val-Acc5: 74.50
2021-01-25 01:48:20 - INFO - Epoch: 156,	 Iter: 800,	 Loss: 0.82792,	 Val-Acc1: 59.24 (Best: 70.82),	 Val-Acc5: 74.82
2021-01-25 01:48:41 - INFO - Epoch: 157,	 Iter: 0,	 Loss: 0.47283,	 Val-Acc1: 59.70 (Best: 70.82),	 Val-Acc5: 75.34
2021-01-25 01:48:58 - INFO - Epoch: 157,	 Iter: 100,	 Loss: 0.68605,	 Val-Acc1: 58.74 (Best: 70.82),	 Val-Acc5: 74.62
2021-01-25 01:49:16 - INFO - Epoch: 157,	 Iter: 200,	 Loss: 0.79008,	 Val-Acc1: 58.16 (Best: 70.82),	 Val-Acc5: 73.52
2021-01-25 01:49:33 - INFO - Epoch: 157,	 Iter: 300,	 Loss: 0.63335,	 Val-Acc1: 57.78 (Best: 70.82),	 Val-Acc5: 73.00
2021-01-25 01:49:50 - INFO - Epoch: 157,	 Iter: 400,	 Loss: 0.86755,	 Val-Acc1: 57.28 (Best: 70.82),	 Val-Acc5: 73.48
2021-01-25 01:50:08 - INFO - Epoch: 157,	 Iter: 500,	 Loss: 0.63229,	 Val-Acc1: 59.16 (Best: 70.82),	 Val-Acc5: 73.96
2021-01-25 01:50:26 - INFO - Epoch: 157,	 Iter: 600,	 Loss: 0.79304,	 Val-Acc1: 58.88 (Best: 70.82),	 Val-Acc5: 74.88
2021-01-25 01:50:43 - INFO - Epoch: 157,	 Iter: 700,	 Loss: 0.73937,	 Val-Acc1: 59.64 (Best: 70.82),	 Val-Acc5: 75.12
2021-01-25 01:51:00 - INFO - Epoch: 157,	 Iter: 800,	 Loss: 0.76551,	 Val-Acc1: 58.56 (Best: 70.82),	 Val-Acc5: 73.90
2021-01-25 01:51:22 - INFO - Epoch: 158,	 Iter: 0,	 Loss: 0.89898,	 Val-Acc1: 57.48 (Best: 70.82),	 Val-Acc5: 73.88
2021-01-25 01:51:39 - INFO - Epoch: 158,	 Iter: 100,	 Loss: 0.52710,	 Val-Acc1: 56.64 (Best: 70.82),	 Val-Acc5: 73.78
2021-01-25 01:51:56 - INFO - Epoch: 158,	 Iter: 200,	 Loss: 0.68276,	 Val-Acc1: 57.02 (Best: 70.82),	 Val-Acc5: 73.46
2021-01-25 01:52:13 - INFO - Epoch: 158,	 Iter: 300,	 Loss: 0.87834,	 Val-Acc1: 58.58 (Best: 70.82),	 Val-Acc5: 73.60
2021-01-25 01:52:30 - INFO - Epoch: 158,	 Iter: 400,	 Loss: 0.67067,	 Val-Acc1: 57.34 (Best: 70.82),	 Val-Acc5: 73.04
2021-01-25 01:52:48 - INFO - Epoch: 158,	 Iter: 500,	 Loss: 0.90434,	 Val-Acc1: 57.76 (Best: 70.82),	 Val-Acc5: 73.28
2021-01-25 01:53:05 - INFO - Epoch: 158,	 Iter: 600,	 Loss: 0.77350,	 Val-Acc1: 56.80 (Best: 70.82),	 Val-Acc5: 73.36
2021-01-25 01:53:22 - INFO - Epoch: 158,	 Iter: 700,	 Loss: 0.70055,	 Val-Acc1: 58.02 (Best: 70.82),	 Val-Acc5: 74.42
2021-01-25 01:53:39 - INFO - Epoch: 158,	 Iter: 800,	 Loss: 0.70543,	 Val-Acc1: 58.22 (Best: 70.82),	 Val-Acc5: 72.96
2021-01-25 01:54:01 - INFO - Epoch: 159,	 Iter: 0,	 Loss: 0.75744,	 Val-Acc1: 55.74 (Best: 70.82),	 Val-Acc5: 72.92
2021-01-25 01:54:18 - INFO - Epoch: 159,	 Iter: 100,	 Loss: 0.73663,	 Val-Acc1: 58.30 (Best: 70.82),	 Val-Acc5: 74.22
2021-01-25 01:54:35 - INFO - Epoch: 159,	 Iter: 200,	 Loss: 0.83692,	 Val-Acc1: 59.90 (Best: 70.82),	 Val-Acc5: 75.44
2021-01-25 01:54:52 - INFO - Epoch: 159,	 Iter: 300,	 Loss: 0.64221,	 Val-Acc1: 57.80 (Best: 70.82),	 Val-Acc5: 74.26
2021-01-25 01:55:10 - INFO - Epoch: 159,	 Iter: 400,	 Loss: 0.94210,	 Val-Acc1: 58.36 (Best: 70.82),	 Val-Acc5: 74.76
2021-01-25 01:55:27 - INFO - Epoch: 159,	 Iter: 500,	 Loss: 0.49281,	 Val-Acc1: 58.90 (Best: 70.82),	 Val-Acc5: 74.32
2021-01-25 01:55:44 - INFO - Epoch: 159,	 Iter: 600,	 Loss: 0.82391,	 Val-Acc1: 58.72 (Best: 70.82),	 Val-Acc5: 74.16
2021-01-25 01:56:01 - INFO - Epoch: 159,	 Iter: 700,	 Loss: 0.85767,	 Val-Acc1: 58.00 (Best: 70.82),	 Val-Acc5: 73.92
2021-01-25 01:56:19 - INFO - Epoch: 159,	 Iter: 800,	 Loss: 0.94464,	 Val-Acc1: 58.46 (Best: 70.82),	 Val-Acc5: 73.84
2021-01-25 01:56:40 - INFO - Epoch: 160,	 Iter: 0,	 Loss: 0.60265,	 Val-Acc1: 59.10 (Best: 70.82),	 Val-Acc5: 74.26
2021-01-25 01:56:58 - INFO - Epoch: 160,	 Iter: 100,	 Loss: 0.69963,	 Val-Acc1: 59.04 (Best: 70.82),	 Val-Acc5: 74.88
2021-01-25 01:57:15 - INFO - Epoch: 160,	 Iter: 200,	 Loss: 0.55730,	 Val-Acc1: 57.10 (Best: 70.82),	 Val-Acc5: 72.64
2021-01-25 01:57:32 - INFO - Epoch: 160,	 Iter: 300,	 Loss: 0.66908,	 Val-Acc1: 57.56 (Best: 70.82),	 Val-Acc5: 73.54
2021-01-25 01:57:49 - INFO - Epoch: 160,	 Iter: 400,	 Loss: 0.60342,	 Val-Acc1: 57.36 (Best: 70.82),	 Val-Acc5: 73.66
2021-01-25 01:58:06 - INFO - Epoch: 160,	 Iter: 500,	 Loss: 0.74469,	 Val-Acc1: 58.66 (Best: 70.82),	 Val-Acc5: 73.62
2021-01-25 01:58:24 - INFO - Epoch: 160,	 Iter: 600,	 Loss: 0.69877,	 Val-Acc1: 58.46 (Best: 70.82),	 Val-Acc5: 73.68
2021-01-25 01:58:41 - INFO - Epoch: 160,	 Iter: 700,	 Loss: 0.92969,	 Val-Acc1: 57.92 (Best: 70.82),	 Val-Acc5: 73.04
2021-01-25 01:58:58 - INFO - Epoch: 160,	 Iter: 800,	 Loss: 0.61165,	 Val-Acc1: 59.22 (Best: 70.82),	 Val-Acc5: 74.76
2021-01-25 01:59:20 - INFO - Epoch: 161,	 Iter: 0,	 Loss: 0.84024,	 Val-Acc1: 59.26 (Best: 70.82),	 Val-Acc5: 75.02
2021-01-25 01:59:37 - INFO - Epoch: 161,	 Iter: 100,	 Loss: 0.70158,	 Val-Acc1: 59.50 (Best: 70.82),	 Val-Acc5: 74.92
2021-01-25 01:59:55 - INFO - Epoch: 161,	 Iter: 200,	 Loss: 0.65694,	 Val-Acc1: 58.02 (Best: 70.82),	 Val-Acc5: 74.50
2021-01-25 02:00:12 - INFO - Epoch: 161,	 Iter: 300,	 Loss: 0.81864,	 Val-Acc1: 58.54 (Best: 70.82),	 Val-Acc5: 74.46
2021-01-25 02:00:29 - INFO - Epoch: 161,	 Iter: 400,	 Loss: 0.86850,	 Val-Acc1: 57.56 (Best: 70.82),	 Val-Acc5: 73.08
2021-01-25 02:00:46 - INFO - Epoch: 161,	 Iter: 500,	 Loss: 0.64575,	 Val-Acc1: 58.40 (Best: 70.82),	 Val-Acc5: 73.50
2021-01-25 02:01:03 - INFO - Epoch: 161,	 Iter: 600,	 Loss: 0.65737,	 Val-Acc1: 58.66 (Best: 70.82),	 Val-Acc5: 73.84
2021-01-25 02:01:21 - INFO - Epoch: 161,	 Iter: 700,	 Loss: 0.64555,	 Val-Acc1: 57.52 (Best: 70.82),	 Val-Acc5: 72.56
2021-01-25 02:01:38 - INFO - Epoch: 161,	 Iter: 800,	 Loss: 0.58153,	 Val-Acc1: 59.02 (Best: 70.82),	 Val-Acc5: 73.56
2021-01-25 02:01:59 - INFO - Epoch: 162,	 Iter: 0,	 Loss: 0.72344,	 Val-Acc1: 58.26 (Best: 70.82),	 Val-Acc5: 74.20
2021-01-25 02:02:17 - INFO - Epoch: 162,	 Iter: 100,	 Loss: 0.80518,	 Val-Acc1: 58.74 (Best: 70.82),	 Val-Acc5: 73.42
2021-01-25 02:02:34 - INFO - Epoch: 162,	 Iter: 200,	 Loss: 0.65488,	 Val-Acc1: 57.88 (Best: 70.82),	 Val-Acc5: 73.46
2021-01-25 02:02:51 - INFO - Epoch: 162,	 Iter: 300,	 Loss: 0.82673,	 Val-Acc1: 56.96 (Best: 70.82),	 Val-Acc5: 73.42
2021-01-25 02:03:08 - INFO - Epoch: 162,	 Iter: 400,	 Loss: 0.77343,	 Val-Acc1: 58.00 (Best: 70.82),	 Val-Acc5: 74.28
2021-01-25 02:03:25 - INFO - Epoch: 162,	 Iter: 500,	 Loss: 0.55273,	 Val-Acc1: 59.30 (Best: 70.82),	 Val-Acc5: 74.36
2021-01-25 02:03:42 - INFO - Epoch: 162,	 Iter: 600,	 Loss: 0.78482,	 Val-Acc1: 58.86 (Best: 70.82),	 Val-Acc5: 74.08
2021-01-25 02:03:59 - INFO - Epoch: 162,	 Iter: 700,	 Loss: 0.61791,	 Val-Acc1: 58.82 (Best: 70.82),	 Val-Acc5: 73.70
2021-01-25 02:04:16 - INFO - Epoch: 162,	 Iter: 800,	 Loss: 0.72027,	 Val-Acc1: 57.94 (Best: 70.82),	 Val-Acc5: 73.94
2021-01-25 02:04:38 - INFO - Epoch: 163,	 Iter: 0,	 Loss: 0.65922,	 Val-Acc1: 57.40 (Best: 70.82),	 Val-Acc5: 72.70
2021-01-25 02:04:55 - INFO - Epoch: 163,	 Iter: 100,	 Loss: 0.73683,	 Val-Acc1: 57.98 (Best: 70.82),	 Val-Acc5: 73.62
2021-01-25 02:05:12 - INFO - Epoch: 163,	 Iter: 200,	 Loss: 0.79940,	 Val-Acc1: 56.40 (Best: 70.82),	 Val-Acc5: 72.56
2021-01-25 02:05:29 - INFO - Epoch: 163,	 Iter: 300,	 Loss: 0.65322,	 Val-Acc1: 58.20 (Best: 70.82),	 Val-Acc5: 73.24
2021-01-25 02:05:46 - INFO - Epoch: 163,	 Iter: 400,	 Loss: 0.99876,	 Val-Acc1: 54.80 (Best: 70.82),	 Val-Acc5: 71.40
2021-01-25 02:06:03 - INFO - Epoch: 163,	 Iter: 500,	 Loss: 0.83126,	 Val-Acc1: 57.90 (Best: 70.82),	 Val-Acc5: 72.68
2021-01-25 02:06:20 - INFO - Epoch: 163,	 Iter: 600,	 Loss: 0.49987,	 Val-Acc1: 56.82 (Best: 70.82),	 Val-Acc5: 73.08
2021-01-25 02:06:37 - INFO - Epoch: 163,	 Iter: 700,	 Loss: 0.63769,	 Val-Acc1: 55.12 (Best: 70.82),	 Val-Acc5: 71.34
2021-01-25 02:06:54 - INFO - Epoch: 163,	 Iter: 800,	 Loss: 0.74799,	 Val-Acc1: 56.06 (Best: 70.82),	 Val-Acc5: 72.44
2021-01-25 02:07:16 - INFO - Epoch: 164,	 Iter: 0,	 Loss: 0.65078,	 Val-Acc1: 57.06 (Best: 70.82),	 Val-Acc5: 72.72
2021-01-25 02:07:33 - INFO - Epoch: 164,	 Iter: 100,	 Loss: 0.79276,	 Val-Acc1: 59.08 (Best: 70.82),	 Val-Acc5: 74.32
2021-01-25 02:07:50 - INFO - Epoch: 164,	 Iter: 200,	 Loss: 0.69307,	 Val-Acc1: 58.50 (Best: 70.82),	 Val-Acc5: 74.44
2021-01-25 02:08:07 - INFO - Epoch: 164,	 Iter: 300,	 Loss: 0.62715,	 Val-Acc1: 59.16 (Best: 70.82),	 Val-Acc5: 74.08
2021-01-25 02:08:24 - INFO - Epoch: 164,	 Iter: 400,	 Loss: 0.70699,	 Val-Acc1: 56.06 (Best: 70.82),	 Val-Acc5: 72.52
2021-01-25 02:08:41 - INFO - Epoch: 164,	 Iter: 500,	 Loss: 0.89806,	 Val-Acc1: 56.48 (Best: 70.82),	 Val-Acc5: 71.96
2021-01-25 02:08:59 - INFO - Epoch: 164,	 Iter: 600,	 Loss: 0.63045,	 Val-Acc1: 56.80 (Best: 70.82),	 Val-Acc5: 73.20
2021-01-25 02:09:16 - INFO - Epoch: 164,	 Iter: 700,	 Loss: 0.90848,	 Val-Acc1: 58.52 (Best: 70.82),	 Val-Acc5: 74.32
2021-01-25 02:09:33 - INFO - Epoch: 164,	 Iter: 800,	 Loss: 0.92770,	 Val-Acc1: 58.40 (Best: 70.82),	 Val-Acc5: 73.58
2021-01-25 02:09:55 - INFO - Epoch: 165,	 Iter: 0,	 Loss: 0.83370,	 Val-Acc1: 58.76 (Best: 70.82),	 Val-Acc5: 73.56
2021-01-25 02:10:12 - INFO - Epoch: 165,	 Iter: 100,	 Loss: 0.82179,	 Val-Acc1: 56.42 (Best: 70.82),	 Val-Acc5: 72.58
2021-01-25 02:10:29 - INFO - Epoch: 165,	 Iter: 200,	 Loss: 0.89574,	 Val-Acc1: 56.66 (Best: 70.82),	 Val-Acc5: 72.54
2021-01-25 02:10:47 - INFO - Epoch: 165,	 Iter: 300,	 Loss: 0.76306,	 Val-Acc1: 56.42 (Best: 70.82),	 Val-Acc5: 72.68
2021-01-25 02:11:04 - INFO - Epoch: 165,	 Iter: 400,	 Loss: 0.89932,	 Val-Acc1: 55.66 (Best: 70.82),	 Val-Acc5: 70.46
2021-01-25 02:11:21 - INFO - Epoch: 165,	 Iter: 500,	 Loss: 0.87164,	 Val-Acc1: 57.56 (Best: 70.82),	 Val-Acc5: 72.24
2021-01-25 02:11:38 - INFO - Epoch: 165,	 Iter: 600,	 Loss: 0.90061,	 Val-Acc1: 56.58 (Best: 70.82),	 Val-Acc5: 72.40
2021-01-25 02:11:55 - INFO - Epoch: 165,	 Iter: 700,	 Loss: 0.89815,	 Val-Acc1: 55.82 (Best: 70.82),	 Val-Acc5: 71.66
2021-01-25 02:12:13 - INFO - Epoch: 165,	 Iter: 800,	 Loss: 0.75321,	 Val-Acc1: 56.94 (Best: 70.82),	 Val-Acc5: 72.12
2021-01-25 02:12:34 - INFO - Epoch: 166,	 Iter: 0,	 Loss: 0.54636,	 Val-Acc1: 55.76 (Best: 70.82),	 Val-Acc5: 72.18
2021-01-25 02:12:51 - INFO - Epoch: 166,	 Iter: 100,	 Loss: 0.80968,	 Val-Acc1: 55.30 (Best: 70.82),	 Val-Acc5: 71.52
2021-01-25 02:13:08 - INFO - Epoch: 166,	 Iter: 200,	 Loss: 0.76876,	 Val-Acc1: 55.66 (Best: 70.82),	 Val-Acc5: 71.40
2021-01-25 02:13:25 - INFO - Epoch: 166,	 Iter: 300,	 Loss: 0.84142,	 Val-Acc1: 57.80 (Best: 70.82),	 Val-Acc5: 73.48
2021-01-25 02:13:43 - INFO - Epoch: 166,	 Iter: 400,	 Loss: 0.71874,	 Val-Acc1: 57.32 (Best: 70.82),	 Val-Acc5: 73.30
2021-01-25 02:14:00 - INFO - Epoch: 166,	 Iter: 500,	 Loss: 0.86009,	 Val-Acc1: 56.40 (Best: 70.82),	 Val-Acc5: 72.12
2021-01-25 02:14:17 - INFO - Epoch: 166,	 Iter: 600,	 Loss: 0.77275,	 Val-Acc1: 57.16 (Best: 70.82),	 Val-Acc5: 73.26
2021-01-25 02:14:17 - INFO - lr: 6.400000000000002e-07
2021-01-25 02:14:34 - INFO - Epoch: 166,	 Iter: 700,	 Loss: 0.63738,	 Val-Acc1: 57.22 (Best: 70.82),	 Val-Acc5: 73.74
2021-01-25 02:14:52 - INFO - Epoch: 166,	 Iter: 800,	 Loss: 0.79460,	 Val-Acc1: 57.54 (Best: 70.82),	 Val-Acc5: 73.74
2021-01-25 02:15:13 - INFO - Epoch: 167,	 Iter: 0,	 Loss: 0.79268,	 Val-Acc1: 56.78 (Best: 70.82),	 Val-Acc5: 72.20
2021-01-25 02:15:31 - INFO - Epoch: 167,	 Iter: 100,	 Loss: 0.77230,	 Val-Acc1: 58.76 (Best: 70.82),	 Val-Acc5: 73.46
2021-01-25 02:15:48 - INFO - Epoch: 167,	 Iter: 200,	 Loss: 0.55711,	 Val-Acc1: 58.32 (Best: 70.82),	 Val-Acc5: 74.02
2021-01-25 02:16:05 - INFO - Epoch: 167,	 Iter: 300,	 Loss: 0.68479,	 Val-Acc1: 58.26 (Best: 70.82),	 Val-Acc5: 72.68
2021-01-25 02:16:22 - INFO - Epoch: 167,	 Iter: 400,	 Loss: 0.56018,	 Val-Acc1: 57.90 (Best: 70.82),	 Val-Acc5: 72.90
2021-01-25 02:16:40 - INFO - Epoch: 167,	 Iter: 500,	 Loss: 0.65966,	 Val-Acc1: 57.42 (Best: 70.82),	 Val-Acc5: 73.14
2021-01-25 02:16:57 - INFO - Epoch: 167,	 Iter: 600,	 Loss: 0.64490,	 Val-Acc1: 58.06 (Best: 70.82),	 Val-Acc5: 72.68
2021-01-25 02:17:14 - INFO - Epoch: 167,	 Iter: 700,	 Loss: 0.67038,	 Val-Acc1: 57.46 (Best: 70.82),	 Val-Acc5: 72.64
2021-01-25 02:17:31 - INFO - Epoch: 167,	 Iter: 800,	 Loss: 0.63773,	 Val-Acc1: 57.20 (Best: 70.82),	 Val-Acc5: 73.46
2021-01-25 02:17:53 - INFO - Epoch: 168,	 Iter: 0,	 Loss: 0.73648,	 Val-Acc1: 57.82 (Best: 70.82),	 Val-Acc5: 73.00
2021-01-25 02:18:10 - INFO - Epoch: 168,	 Iter: 100,	 Loss: 0.76659,	 Val-Acc1: 58.30 (Best: 70.82),	 Val-Acc5: 73.22
2021-01-25 02:18:27 - INFO - Epoch: 168,	 Iter: 200,	 Loss: 0.67220,	 Val-Acc1: 58.28 (Best: 70.82),	 Val-Acc5: 72.82
2021-01-25 02:18:44 - INFO - Epoch: 168,	 Iter: 300,	 Loss: 0.53857,	 Val-Acc1: 57.16 (Best: 70.82),	 Val-Acc5: 72.12
2021-01-25 02:19:02 - INFO - Epoch: 168,	 Iter: 400,	 Loss: 0.61523,	 Val-Acc1: 56.86 (Best: 70.82),	 Val-Acc5: 72.42
2021-01-25 02:19:19 - INFO - Epoch: 168,	 Iter: 500,	 Loss: 0.77252,	 Val-Acc1: 56.84 (Best: 70.82),	 Val-Acc5: 71.88
2021-01-25 02:19:36 - INFO - Epoch: 168,	 Iter: 600,	 Loss: 0.68484,	 Val-Acc1: 56.00 (Best: 70.82),	 Val-Acc5: 71.94
2021-01-25 02:19:53 - INFO - Epoch: 168,	 Iter: 700,	 Loss: 0.87512,	 Val-Acc1: 57.14 (Best: 70.82),	 Val-Acc5: 72.38
2021-01-25 02:20:10 - INFO - Epoch: 168,	 Iter: 800,	 Loss: 0.58471,	 Val-Acc1: 56.64 (Best: 70.82),	 Val-Acc5: 71.74
2021-01-25 02:20:32 - INFO - Epoch: 169,	 Iter: 0,	 Loss: 0.59276,	 Val-Acc1: 56.88 (Best: 70.82),	 Val-Acc5: 71.86
2021-01-25 02:20:49 - INFO - Epoch: 169,	 Iter: 100,	 Loss: 0.56980,	 Val-Acc1: 56.06 (Best: 70.82),	 Val-Acc5: 71.30
2021-01-25 02:21:06 - INFO - Epoch: 169,	 Iter: 200,	 Loss: 0.64228,	 Val-Acc1: 56.22 (Best: 70.82),	 Val-Acc5: 70.62
2021-01-25 02:21:23 - INFO - Epoch: 169,	 Iter: 300,	 Loss: 0.63033,	 Val-Acc1: 57.04 (Best: 70.82),	 Val-Acc5: 71.36
2021-01-25 02:21:41 - INFO - Epoch: 169,	 Iter: 400,	 Loss: 0.69577,	 Val-Acc1: 54.90 (Best: 70.82),	 Val-Acc5: 70.30
2021-01-25 02:21:58 - INFO - Epoch: 169,	 Iter: 500,	 Loss: 0.43988,	 Val-Acc1: 55.46 (Best: 70.82),	 Val-Acc5: 70.32
2021-01-25 02:22:16 - INFO - Epoch: 169,	 Iter: 600,	 Loss: 0.58313,	 Val-Acc1: 55.26 (Best: 70.82),	 Val-Acc5: 69.74
2021-01-25 02:22:33 - INFO - Epoch: 169,	 Iter: 700,	 Loss: 0.70558,	 Val-Acc1: 56.18 (Best: 70.82),	 Val-Acc5: 70.42
2021-01-25 02:22:50 - INFO - Epoch: 169,	 Iter: 800,	 Loss: 0.51549,	 Val-Acc1: 54.16 (Best: 70.82),	 Val-Acc5: 70.14
2021-01-25 02:23:11 - INFO - Epoch: 170,	 Iter: 0,	 Loss: 0.50448,	 Val-Acc1: 53.98 (Best: 70.82),	 Val-Acc5: 70.50
2021-01-25 02:23:29 - INFO - Epoch: 170,	 Iter: 100,	 Loss: 0.63131,	 Val-Acc1: 54.16 (Best: 70.82),	 Val-Acc5: 70.10
2021-01-25 02:23:46 - INFO - Epoch: 170,	 Iter: 200,	 Loss: 0.50623,	 Val-Acc1: 55.82 (Best: 70.82),	 Val-Acc5: 70.62
2021-01-25 02:24:03 - INFO - Epoch: 170,	 Iter: 300,	 Loss: 0.76563,	 Val-Acc1: 53.66 (Best: 70.82),	 Val-Acc5: 69.74
2021-01-25 02:24:20 - INFO - Epoch: 170,	 Iter: 400,	 Loss: 0.45679,	 Val-Acc1: 51.62 (Best: 70.82),	 Val-Acc5: 68.42
2021-01-25 02:24:38 - INFO - Epoch: 170,	 Iter: 500,	 Loss: 0.85166,	 Val-Acc1: 54.66 (Best: 70.82),	 Val-Acc5: 69.40
2021-01-25 02:24:55 - INFO - Epoch: 170,	 Iter: 600,	 Loss: 0.57772,	 Val-Acc1: 53.78 (Best: 70.82),	 Val-Acc5: 69.74
2021-01-25 02:25:12 - INFO - Epoch: 170,	 Iter: 700,	 Loss: 0.60731,	 Val-Acc1: 50.06 (Best: 70.82),	 Val-Acc5: 67.86
2021-01-25 02:25:29 - INFO - Epoch: 170,	 Iter: 800,	 Loss: 0.65320,	 Val-Acc1: 50.10 (Best: 70.82),	 Val-Acc5: 66.88
2021-01-25 02:25:51 - INFO - Epoch: 171,	 Iter: 0,	 Loss: 0.87135,	 Val-Acc1: 51.52 (Best: 70.82),	 Val-Acc5: 67.76
2021-01-25 02:26:08 - INFO - Epoch: 171,	 Iter: 100,	 Loss: 0.73390,	 Val-Acc1: 48.00 (Best: 70.82),	 Val-Acc5: 67.32
2021-01-25 02:26:25 - INFO - Epoch: 171,	 Iter: 200,	 Loss: 0.55581,	 Val-Acc1: 50.92 (Best: 70.82),	 Val-Acc5: 67.02
2021-01-25 02:26:42 - INFO - Epoch: 171,	 Iter: 300,	 Loss: 0.84705,	 Val-Acc1: 49.12 (Best: 70.82),	 Val-Acc5: 66.72
2021-01-25 02:26:59 - INFO - Epoch: 171,	 Iter: 400,	 Loss: 0.58167,	 Val-Acc1: 49.34 (Best: 70.82),	 Val-Acc5: 65.52
2021-01-25 02:27:16 - INFO - Epoch: 171,	 Iter: 500,	 Loss: 0.93268,	 Val-Acc1: 49.40 (Best: 70.82),	 Val-Acc5: 66.70
2021-01-25 02:27:34 - INFO - Epoch: 171,	 Iter: 600,	 Loss: 0.50357,	 Val-Acc1: 49.82 (Best: 70.82),	 Val-Acc5: 65.20
2021-01-25 02:27:51 - INFO - Epoch: 171,	 Iter: 700,	 Loss: 0.71808,	 Val-Acc1: 49.54 (Best: 70.82),	 Val-Acc5: 65.28
2021-01-25 02:28:08 - INFO - Epoch: 171,	 Iter: 800,	 Loss: 0.82935,	 Val-Acc1: 49.04 (Best: 70.82),	 Val-Acc5: 64.02
2021-01-25 02:28:30 - INFO - Epoch: 172,	 Iter: 0,	 Loss: 0.72804,	 Val-Acc1: 48.42 (Best: 70.82),	 Val-Acc5: 63.42
2021-01-25 02:28:47 - INFO - Epoch: 172,	 Iter: 100,	 Loss: 0.58503,	 Val-Acc1: 49.52 (Best: 70.82),	 Val-Acc5: 63.18
2021-01-25 02:29:04 - INFO - Epoch: 172,	 Iter: 200,	 Loss: 0.53365,	 Val-Acc1: 44.80 (Best: 70.82),	 Val-Acc5: 60.96
2021-01-25 02:29:22 - INFO - Epoch: 172,	 Iter: 300,	 Loss: 0.61601,	 Val-Acc1: 43.68 (Best: 70.82),	 Val-Acc5: 60.58
2021-01-25 02:29:39 - INFO - Epoch: 172,	 Iter: 400,	 Loss: 0.62997,	 Val-Acc1: 45.12 (Best: 70.82),	 Val-Acc5: 61.34
2021-01-25 02:29:56 - INFO - Epoch: 172,	 Iter: 500,	 Loss: 0.60258,	 Val-Acc1: 43.80 (Best: 70.82),	 Val-Acc5: 61.64
2021-01-25 02:30:13 - INFO - Epoch: 172,	 Iter: 600,	 Loss: 0.61646,	 Val-Acc1: 43.98 (Best: 70.82),	 Val-Acc5: 59.90
2021-01-25 02:30:30 - INFO - Epoch: 172,	 Iter: 700,	 Loss: 0.89517,	 Val-Acc1: 41.14 (Best: 70.82),	 Val-Acc5: 58.30
2021-01-25 02:30:47 - INFO - Epoch: 172,	 Iter: 800,	 Loss: 0.62143,	 Val-Acc1: 40.58 (Best: 70.82),	 Val-Acc5: 58.18
2021-01-25 02:31:09 - INFO - Epoch: 173,	 Iter: 0,	 Loss: 0.79593,	 Val-Acc1: 43.66 (Best: 70.82),	 Val-Acc5: 58.70
2021-01-25 02:31:26 - INFO - Epoch: 173,	 Iter: 100,	 Loss: 0.66309,	 Val-Acc1: 41.00 (Best: 70.82),	 Val-Acc5: 56.58
2021-01-25 02:31:44 - INFO - Epoch: 173,	 Iter: 200,	 Loss: 0.63900,	 Val-Acc1: 42.14 (Best: 70.82),	 Val-Acc5: 56.72
2021-01-25 02:32:01 - INFO - Epoch: 173,	 Iter: 300,	 Loss: 0.75989,	 Val-Acc1: 39.14 (Best: 70.82),	 Val-Acc5: 55.28
2021-01-25 02:32:18 - INFO - Epoch: 173,	 Iter: 400,	 Loss: 0.61407,	 Val-Acc1: 38.86 (Best: 70.82),	 Val-Acc5: 55.60
2021-01-25 02:32:37 - INFO - Epoch: 173,	 Iter: 500,	 Loss: 0.62190,	 Val-Acc1: 40.54 (Best: 70.82),	 Val-Acc5: 56.28
2021-01-25 02:32:54 - INFO - Epoch: 173,	 Iter: 600,	 Loss: 0.64668,	 Val-Acc1: 37.86 (Best: 70.82),	 Val-Acc5: 53.34
2021-01-25 02:33:12 - INFO - Epoch: 173,	 Iter: 700,	 Loss: 0.69853,	 Val-Acc1: 36.54 (Best: 70.82),	 Val-Acc5: 52.08
2021-01-25 02:33:29 - INFO - Epoch: 173,	 Iter: 800,	 Loss: 0.69834,	 Val-Acc1: 35.64 (Best: 70.82),	 Val-Acc5: 53.62
2021-01-25 02:33:51 - INFO - Epoch: 174,	 Iter: 0,	 Loss: 0.63622,	 Val-Acc1: 36.88 (Best: 70.82),	 Val-Acc5: 53.36
2021-01-25 02:34:08 - INFO - Epoch: 174,	 Iter: 100,	 Loss: 0.76277,	 Val-Acc1: 36.08 (Best: 70.82),	 Val-Acc5: 51.76
2021-01-25 02:34:25 - INFO - Epoch: 174,	 Iter: 200,	 Loss: 0.71299,	 Val-Acc1: 33.48 (Best: 70.82),	 Val-Acc5: 49.40
2021-01-25 02:34:42 - INFO - Epoch: 174,	 Iter: 300,	 Loss: 0.65478,	 Val-Acc1: 33.02 (Best: 70.82),	 Val-Acc5: 47.90
2021-01-25 02:34:59 - INFO - Epoch: 174,	 Iter: 400,	 Loss: 0.71364,	 Val-Acc1: 34.40 (Best: 70.82),	 Val-Acc5: 49.74
2021-01-25 02:35:17 - INFO - Epoch: 174,	 Iter: 500,	 Loss: 0.78885,	 Val-Acc1: 30.44 (Best: 70.82),	 Val-Acc5: 46.84
2021-01-25 02:35:34 - INFO - Epoch: 174,	 Iter: 600,	 Loss: 0.67362,	 Val-Acc1: 32.08 (Best: 70.82),	 Val-Acc5: 47.44
2021-01-25 02:35:51 - INFO - Epoch: 174,	 Iter: 700,	 Loss: 0.70253,	 Val-Acc1: 27.80 (Best: 70.82),	 Val-Acc5: 44.86
2021-01-25 02:36:08 - INFO - Epoch: 174,	 Iter: 800,	 Loss: 0.76189,	 Val-Acc1: 28.34 (Best: 70.82),	 Val-Acc5: 45.62
2021-01-25 02:36:30 - INFO - Epoch: 175,	 Iter: 0,	 Loss: 0.66837,	 Val-Acc1: 27.08 (Best: 70.82),	 Val-Acc5: 41.26
2021-01-25 02:36:47 - INFO - Epoch: 175,	 Iter: 100,	 Loss: 0.72949,	 Val-Acc1: 24.54 (Best: 70.82),	 Val-Acc5: 39.26
2021-01-25 02:37:04 - INFO - Epoch: 175,	 Iter: 200,	 Loss: 0.72673,	 Val-Acc1: 22.92 (Best: 70.82),	 Val-Acc5: 41.32
2021-01-25 02:37:21 - INFO - Epoch: 175,	 Iter: 300,	 Loss: 0.55758,	 Val-Acc1: 22.86 (Best: 70.82),	 Val-Acc5: 38.30
2021-01-25 02:37:38 - INFO - Epoch: 175,	 Iter: 400,	 Loss: 0.53718,	 Val-Acc1: 17.34 (Best: 70.82),	 Val-Acc5: 36.02
2021-01-25 02:37:55 - INFO - Epoch: 175,	 Iter: 500,	 Loss: 0.61375,	 Val-Acc1: 23.12 (Best: 70.82),	 Val-Acc5: 38.54
2021-01-25 02:38:12 - INFO - Epoch: 175,	 Iter: 600,	 Loss: 0.68401,	 Val-Acc1: 20.66 (Best: 70.82),	 Val-Acc5: 34.40
2021-01-25 02:38:29 - INFO - Epoch: 175,	 Iter: 700,	 Loss: 0.69513,	 Val-Acc1: 17.02 (Best: 70.82),	 Val-Acc5: 33.36
2021-01-25 02:38:46 - INFO - Epoch: 175,	 Iter: 800,	 Loss: 0.61922,	 Val-Acc1: 19.94 (Best: 70.82),	 Val-Acc5: 33.60
2021-01-25 02:39:08 - INFO - Epoch: 176,	 Iter: 0,	 Loss: 0.66773,	 Val-Acc1: 18.14 (Best: 70.82),	 Val-Acc5: 32.52
2021-01-25 02:39:25 - INFO - Epoch: 176,	 Iter: 100,	 Loss: 0.90646,	 Val-Acc1: 15.08 (Best: 70.82),	 Val-Acc5: 29.78
2021-01-25 02:39:42 - INFO - Epoch: 176,	 Iter: 200,	 Loss: 0.52094,	 Val-Acc1: 13.68 (Best: 70.82),	 Val-Acc5: 28.66
2021-01-25 02:39:59 - INFO - Epoch: 176,	 Iter: 300,	 Loss: 0.71538,	 Val-Acc1: 14.26 (Best: 70.82),	 Val-Acc5: 28.24
2021-01-25 02:40:16 - INFO - Epoch: 176,	 Iter: 400,	 Loss: 0.48593,	 Val-Acc1: 15.42 (Best: 70.82),	 Val-Acc5: 29.06
2021-01-25 02:40:33 - INFO - Epoch: 176,	 Iter: 500,	 Loss: 0.56156,	 Val-Acc1: 10.84 (Best: 70.82),	 Val-Acc5: 26.34
2021-01-25 02:40:50 - INFO - Epoch: 176,	 Iter: 600,	 Loss: 0.70480,	 Val-Acc1: 12.04 (Best: 70.82),	 Val-Acc5: 25.70
2021-01-25 02:41:07 - INFO - Epoch: 176,	 Iter: 700,	 Loss: 0.53874,	 Val-Acc1: 11.44 (Best: 70.82),	 Val-Acc5: 25.72
2021-01-25 02:41:24 - INFO - Epoch: 176,	 Iter: 800,	 Loss: 0.64087,	 Val-Acc1: 10.28 (Best: 70.82),	 Val-Acc5: 24.98
2021-01-25 02:41:46 - INFO - Epoch: 177,	 Iter: 0,	 Loss: 0.60403,	 Val-Acc1: 11.94 (Best: 70.82),	 Val-Acc5: 24.74
2021-01-25 02:42:03 - INFO - Epoch: 177,	 Iter: 100,	 Loss: 0.59374,	 Val-Acc1: 10.90 (Best: 70.82),	 Val-Acc5: 22.80
2021-01-25 02:42:20 - INFO - Epoch: 177,	 Iter: 200,	 Loss: 0.67128,	 Val-Acc1: 9.68 (Best: 70.82),	 Val-Acc5: 21.74
2021-01-25 02:42:37 - INFO - Epoch: 177,	 Iter: 300,	 Loss: 0.77905,	 Val-Acc1: 9.30 (Best: 70.82),	 Val-Acc5: 21.20
2021-01-25 02:42:54 - INFO - Epoch: 177,	 Iter: 400,	 Loss: 0.65319,	 Val-Acc1: 5.20 (Best: 70.82),	 Val-Acc5: 19.48
2021-01-25 02:43:11 - INFO - Epoch: 177,	 Iter: 500,	 Loss: 0.53636,	 Val-Acc1: 6.74 (Best: 70.82),	 Val-Acc5: 17.96
2021-01-25 02:43:28 - INFO - Epoch: 177,	 Iter: 600,	 Loss: 0.70895,	 Val-Acc1: 6.94 (Best: 70.82),	 Val-Acc5: 17.62
2021-01-25 02:43:46 - INFO - Epoch: 177,	 Iter: 700,	 Loss: 0.78249,	 Val-Acc1: 5.82 (Best: 70.82),	 Val-Acc5: 17.60
2021-01-25 02:44:03 - INFO - Epoch: 177,	 Iter: 800,	 Loss: 0.71376,	 Val-Acc1: 5.30 (Best: 70.82),	 Val-Acc5: 14.56
2021-01-25 02:44:24 - INFO - Epoch: 178,	 Iter: 0,	 Loss: 0.57432,	 Val-Acc1: 4.56 (Best: 70.82),	 Val-Acc5: 14.60
2021-01-25 02:44:41 - INFO - Epoch: 178,	 Iter: 100,	 Loss: 0.68747,	 Val-Acc1: 5.82 (Best: 70.82),	 Val-Acc5: 14.82
2021-01-25 02:44:58 - INFO - Epoch: 178,	 Iter: 200,	 Loss: 0.57269,	 Val-Acc1: 6.02 (Best: 70.82),	 Val-Acc5: 15.26
2021-01-25 02:45:15 - INFO - Epoch: 178,	 Iter: 300,	 Loss: 0.54148,	 Val-Acc1: 4.20 (Best: 70.82),	 Val-Acc5: 14.12
2021-01-25 02:45:32 - INFO - Epoch: 178,	 Iter: 400,	 Loss: 0.56418,	 Val-Acc1: 4.58 (Best: 70.82),	 Val-Acc5: 11.54
2021-01-25 02:45:50 - INFO - Epoch: 178,	 Iter: 500,	 Loss: 0.76594,	 Val-Acc1: 3.76 (Best: 70.82),	 Val-Acc5: 11.92
2021-01-25 02:46:07 - INFO - Epoch: 178,	 Iter: 600,	 Loss: 0.73788,	 Val-Acc1: 4.28 (Best: 70.82),	 Val-Acc5: 12.16
2021-01-25 02:46:24 - INFO - Epoch: 178,	 Iter: 700,	 Loss: 0.64789,	 Val-Acc1: 4.30 (Best: 70.82),	 Val-Acc5: 11.40
2021-01-25 02:46:41 - INFO - Epoch: 178,	 Iter: 800,	 Loss: 0.73578,	 Val-Acc1: 5.06 (Best: 70.82),	 Val-Acc5: 13.42
2021-01-25 02:47:02 - INFO - Epoch: 179,	 Iter: 0,	 Loss: 0.49322,	 Val-Acc1: 2.16 (Best: 70.82),	 Val-Acc5: 12.06
2021-01-25 02:47:19 - INFO - Epoch: 179,	 Iter: 100,	 Loss: 0.68102,	 Val-Acc1: 3.46 (Best: 70.82),	 Val-Acc5: 12.10
2021-01-25 02:47:36 - INFO - Epoch: 179,	 Iter: 200,	 Loss: 0.84096,	 Val-Acc1: 3.32 (Best: 70.82),	 Val-Acc5: 10.68
2021-01-25 02:47:53 - INFO - Epoch: 179,	 Iter: 300,	 Loss: 0.59844,	 Val-Acc1: 3.54 (Best: 70.82),	 Val-Acc5: 9.94
2021-01-25 02:48:10 - INFO - Epoch: 179,	 Iter: 400,	 Loss: 0.59358,	 Val-Acc1: 2.62 (Best: 70.82),	 Val-Acc5: 10.36
2021-01-25 02:48:27 - INFO - Epoch: 179,	 Iter: 500,	 Loss: 0.54082,	 Val-Acc1: 3.18 (Best: 70.82),	 Val-Acc5: 9.04
2021-01-25 02:48:44 - INFO - Epoch: 179,	 Iter: 600,	 Loss: 0.76935,	 Val-Acc1: 2.94 (Best: 70.82),	 Val-Acc5: 9.20
2021-01-25 02:49:01 - INFO - Epoch: 179,	 Iter: 700,	 Loss: 0.86726,	 Val-Acc1: 3.78 (Best: 70.82),	 Val-Acc5: 9.58
2021-01-25 02:49:18 - INFO - Epoch: 179,	 Iter: 800,	 Loss: 0.66399,	 Val-Acc1: 2.26 (Best: 70.82),	 Val-Acc5: 8.44
2021-01-25 02:49:40 - INFO - Epoch: 180,	 Iter: 0,	 Loss: 0.67067,	 Val-Acc1: 1.88 (Best: 70.82),	 Val-Acc5: 8.84
2021-01-25 02:49:57 - INFO - Epoch: 180,	 Iter: 100,	 Loss: 0.62610,	 Val-Acc1: 1.62 (Best: 70.82),	 Val-Acc5: 7.64
2021-01-25 02:50:14 - INFO - Epoch: 180,	 Iter: 200,	 Loss: 0.66427,	 Val-Acc1: 2.58 (Best: 70.82),	 Val-Acc5: 7.66
2021-01-25 02:50:31 - INFO - Epoch: 180,	 Iter: 300,	 Loss: 0.54265,	 Val-Acc1: 2.78 (Best: 70.82),	 Val-Acc5: 7.94
2021-01-25 02:50:48 - INFO - Epoch: 180,	 Iter: 400,	 Loss: 0.64047,	 Val-Acc1: 2.78 (Best: 70.82),	 Val-Acc5: 7.10
2021-01-25 02:51:05 - INFO - Epoch: 180,	 Iter: 500,	 Loss: 0.83877,	 Val-Acc1: 2.48 (Best: 70.82),	 Val-Acc5: 8.18
2021-01-25 02:51:22 - INFO - Epoch: 180,	 Iter: 600,	 Loss: 0.64823,	 Val-Acc1: 2.00 (Best: 70.82),	 Val-Acc5: 7.86
2021-01-25 02:51:39 - INFO - Epoch: 180,	 Iter: 700,	 Loss: 0.72371,	 Val-Acc1: 2.30 (Best: 70.82),	 Val-Acc5: 7.14
2021-01-25 02:51:56 - INFO - Epoch: 180,	 Iter: 800,	 Loss: 0.78970,	 Val-Acc1: 1.74 (Best: 70.82),	 Val-Acc5: 6.24
2021-01-25 02:52:18 - INFO - Epoch: 181,	 Iter: 0,	 Loss: 0.78194,	 Val-Acc1: 1.88 (Best: 70.82),	 Val-Acc5: 7.00
2021-01-25 02:52:35 - INFO - Epoch: 181,	 Iter: 100,	 Loss: 0.83438,	 Val-Acc1: 1.50 (Best: 70.82),	 Val-Acc5: 7.28
2021-01-25 02:52:52 - INFO - Epoch: 181,	 Iter: 200,	 Loss: 0.63221,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 5.92
2021-01-25 02:53:09 - INFO - Epoch: 181,	 Iter: 300,	 Loss: 0.87827,	 Val-Acc1: 1.74 (Best: 70.82),	 Val-Acc5: 6.62
2021-01-25 02:53:26 - INFO - Epoch: 181,	 Iter: 400,	 Loss: 0.62751,	 Val-Acc1: 1.78 (Best: 70.82),	 Val-Acc5: 6.00
2021-01-25 02:53:43 - INFO - Epoch: 181,	 Iter: 500,	 Loss: 0.51436,	 Val-Acc1: 1.74 (Best: 70.82),	 Val-Acc5: 6.34
2021-01-25 02:54:00 - INFO - Epoch: 181,	 Iter: 600,	 Loss: 0.73785,	 Val-Acc1: 1.56 (Best: 70.82),	 Val-Acc5: 6.00
2021-01-25 02:54:17 - INFO - Epoch: 181,	 Iter: 700,	 Loss: 0.82632,	 Val-Acc1: 1.98 (Best: 70.82),	 Val-Acc5: 6.28
2021-01-25 02:54:35 - INFO - Epoch: 181,	 Iter: 800,	 Loss: 0.77964,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 02:54:57 - INFO - Epoch: 182,	 Iter: 0,	 Loss: 0.70249,	 Val-Acc1: 1.54 (Best: 70.82),	 Val-Acc5: 6.02
2021-01-25 02:55:13 - INFO - Epoch: 182,	 Iter: 100,	 Loss: 0.71605,	 Val-Acc1: 1.76 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 02:55:31 - INFO - Epoch: 182,	 Iter: 200,	 Loss: 0.79683,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.88
2021-01-25 02:55:48 - INFO - Epoch: 182,	 Iter: 300,	 Loss: 0.69515,	 Val-Acc1: 1.92 (Best: 70.82),	 Val-Acc5: 6.36
2021-01-25 02:56:05 - INFO - Epoch: 182,	 Iter: 400,	 Loss: 0.72319,	 Val-Acc1: 2.08 (Best: 70.82),	 Val-Acc5: 5.94
2021-01-25 02:56:22 - INFO - Epoch: 182,	 Iter: 500,	 Loss: 0.92628,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.70
2021-01-25 02:56:40 - INFO - Epoch: 182,	 Iter: 600,	 Loss: 0.57514,	 Val-Acc1: 1.50 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 02:56:57 - INFO - Epoch: 182,	 Iter: 700,	 Loss: 0.73740,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 02:57:14 - INFO - Epoch: 182,	 Iter: 800,	 Loss: 0.64034,	 Val-Acc1: 1.76 (Best: 70.82),	 Val-Acc5: 6.22
2021-01-25 02:57:35 - INFO - Epoch: 183,	 Iter: 0,	 Loss: 0.83784,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.48
2021-01-25 02:57:52 - INFO - Epoch: 183,	 Iter: 100,	 Loss: 0.59749,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 02:58:09 - INFO - Epoch: 183,	 Iter: 200,	 Loss: 0.64188,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 6.04
2021-01-25 02:58:26 - INFO - Epoch: 183,	 Iter: 300,	 Loss: 0.55956,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.48
2021-01-25 02:58:43 - INFO - Epoch: 183,	 Iter: 400,	 Loss: 0.70490,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 02:59:00 - INFO - Epoch: 183,	 Iter: 500,	 Loss: 0.78494,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 5.56
2021-01-25 02:59:17 - INFO - Epoch: 183,	 Iter: 600,	 Loss: 0.69523,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 02:59:34 - INFO - Epoch: 183,	 Iter: 700,	 Loss: 0.45487,	 Val-Acc1: 1.52 (Best: 70.82),	 Val-Acc5: 6.20
2021-01-25 02:59:51 - INFO - Epoch: 183,	 Iter: 800,	 Loss: 0.66306,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 6.06
2021-01-25 03:00:13 - INFO - Epoch: 184,	 Iter: 0,	 Loss: 0.73132,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 03:00:30 - INFO - Epoch: 184,	 Iter: 100,	 Loss: 0.53980,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 03:00:47 - INFO - Epoch: 184,	 Iter: 200,	 Loss: 0.61386,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 5.40
2021-01-25 03:01:04 - INFO - Epoch: 184,	 Iter: 300,	 Loss: 0.84888,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 5.48
2021-01-25 03:01:21 - INFO - Epoch: 184,	 Iter: 400,	 Loss: 0.52679,	 Val-Acc1: 1.24 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 03:01:38 - INFO - Epoch: 184,	 Iter: 500,	 Loss: 0.74713,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 03:01:55 - INFO - Epoch: 184,	 Iter: 600,	 Loss: 0.54787,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 03:02:12 - INFO - Epoch: 184,	 Iter: 700,	 Loss: 0.59388,	 Val-Acc1: 1.34 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 03:02:29 - INFO - Epoch: 184,	 Iter: 800,	 Loss: 0.67640,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 03:02:50 - INFO - Epoch: 185,	 Iter: 0,	 Loss: 0.66054,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:03:07 - INFO - Epoch: 185,	 Iter: 100,	 Loss: 0.80513,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 03:03:24 - INFO - Epoch: 185,	 Iter: 200,	 Loss: 0.70215,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 03:03:41 - INFO - Epoch: 185,	 Iter: 300,	 Loss: 0.60351,	 Val-Acc1: 1.40 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 03:03:58 - INFO - Epoch: 185,	 Iter: 400,	 Loss: 0.70934,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 03:04:15 - INFO - Epoch: 185,	 Iter: 500,	 Loss: 0.70533,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 03:04:32 - INFO - Epoch: 185,	 Iter: 600,	 Loss: 0.83209,	 Val-Acc1: 1.36 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 03:04:49 - INFO - Epoch: 185,	 Iter: 700,	 Loss: 0.64914,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 03:05:06 - INFO - Epoch: 185,	 Iter: 800,	 Loss: 0.64430,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.18
2021-01-25 03:05:27 - INFO - Epoch: 186,	 Iter: 0,	 Loss: 0.60161,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 03:05:44 - INFO - Epoch: 186,	 Iter: 100,	 Loss: 0.47459,	 Val-Acc1: 1.24 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:06:01 - INFO - Epoch: 186,	 Iter: 200,	 Loss: 0.71194,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 3.92
2021-01-25 03:06:18 - INFO - Epoch: 186,	 Iter: 300,	 Loss: 0.64845,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 03:06:35 - INFO - Epoch: 186,	 Iter: 400,	 Loss: 0.83151,	 Val-Acc1: 1.62 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 03:06:52 - INFO - Epoch: 186,	 Iter: 500,	 Loss: 0.53438,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 03:07:09 - INFO - Epoch: 186,	 Iter: 600,	 Loss: 0.55898,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 03:07:26 - INFO - Epoch: 186,	 Iter: 700,	 Loss: 0.74658,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 03:07:43 - INFO - Epoch: 186,	 Iter: 800,	 Loss: 0.79506,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:08:05 - INFO - Epoch: 187,	 Iter: 0,	 Loss: 0.64935,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:08:22 - INFO - Epoch: 187,	 Iter: 100,	 Loss: 0.68047,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 03:08:39 - INFO - Epoch: 187,	 Iter: 200,	 Loss: 0.61597,	 Val-Acc1: 1.24 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 03:08:56 - INFO - Epoch: 187,	 Iter: 300,	 Loss: 0.72056,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:09:13 - INFO - Epoch: 187,	 Iter: 400,	 Loss: 0.74464,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 03:09:30 - INFO - Epoch: 187,	 Iter: 500,	 Loss: 0.87049,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 03:09:47 - INFO - Epoch: 187,	 Iter: 600,	 Loss: 0.60122,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 03:10:04 - INFO - Epoch: 187,	 Iter: 700,	 Loss: 0.73194,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.52
2021-01-25 03:10:21 - INFO - Epoch: 187,	 Iter: 800,	 Loss: 0.60254,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:10:42 - INFO - Epoch: 188,	 Iter: 0,	 Loss: 0.61475,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 03:10:59 - INFO - Epoch: 188,	 Iter: 100,	 Loss: 0.38928,	 Val-Acc1: 1.34 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 03:11:16 - INFO - Epoch: 188,	 Iter: 200,	 Loss: 0.73751,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 03:11:33 - INFO - Epoch: 188,	 Iter: 300,	 Loss: 0.67018,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 03:11:50 - INFO - Epoch: 188,	 Iter: 400,	 Loss: 0.63672,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:12:07 - INFO - Epoch: 188,	 Iter: 500,	 Loss: 0.60447,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 03:12:24 - INFO - Epoch: 188,	 Iter: 600,	 Loss: 0.80092,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:12:41 - INFO - Epoch: 188,	 Iter: 700,	 Loss: 0.63004,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 03:12:59 - INFO - Epoch: 188,	 Iter: 800,	 Loss: 0.63510,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 3.82
2021-01-25 03:13:20 - INFO - Epoch: 189,	 Iter: 0,	 Loss: 0.71244,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 3.68
2021-01-25 03:13:37 - INFO - Epoch: 189,	 Iter: 100,	 Loss: 0.55795,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.08
2021-01-25 03:13:54 - INFO - Epoch: 189,	 Iter: 200,	 Loss: 0.70880,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 03:14:12 - INFO - Epoch: 189,	 Iter: 300,	 Loss: 0.84122,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 03:14:29 - INFO - Epoch: 189,	 Iter: 400,	 Loss: 0.54826,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 03:14:46 - INFO - Epoch: 189,	 Iter: 500,	 Loss: 0.74807,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.30
2021-01-25 03:15:03 - INFO - Epoch: 189,	 Iter: 600,	 Loss: 0.61431,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.36
2021-01-25 03:15:20 - INFO - Epoch: 189,	 Iter: 700,	 Loss: 0.52040,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:15:37 - INFO - Epoch: 189,	 Iter: 800,	 Loss: 0.75049,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 03:15:58 - INFO - Epoch: 190,	 Iter: 0,	 Loss: 0.59875,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 03:16:16 - INFO - Epoch: 190,	 Iter: 100,	 Loss: 0.74336,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 03:16:33 - INFO - Epoch: 190,	 Iter: 200,	 Loss: 0.49579,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.16
2021-01-25 03:16:50 - INFO - Epoch: 190,	 Iter: 300,	 Loss: 0.76520,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 03:17:07 - INFO - Epoch: 190,	 Iter: 400,	 Loss: 0.61536,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 03:17:24 - INFO - Epoch: 190,	 Iter: 500,	 Loss: 0.76633,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.16
2021-01-25 03:17:41 - INFO - Epoch: 190,	 Iter: 600,	 Loss: 0.70730,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 03:17:58 - INFO - Epoch: 190,	 Iter: 700,	 Loss: 0.70050,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:18:15 - INFO - Epoch: 190,	 Iter: 800,	 Loss: 0.85921,	 Val-Acc1: 1.22 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 03:18:37 - INFO - Epoch: 191,	 Iter: 0,	 Loss: 0.41036,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 03:18:54 - INFO - Epoch: 191,	 Iter: 100,	 Loss: 0.75266,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 03:19:11 - INFO - Epoch: 191,	 Iter: 200,	 Loss: 0.73556,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 03:19:29 - INFO - Epoch: 191,	 Iter: 300,	 Loss: 0.58143,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 03:19:46 - INFO - Epoch: 191,	 Iter: 400,	 Loss: 0.60522,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:20:03 - INFO - Epoch: 191,	 Iter: 500,	 Loss: 0.68220,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 3.92
2021-01-25 03:20:20 - INFO - Epoch: 191,	 Iter: 600,	 Loss: 0.62787,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 03:20:37 - INFO - Epoch: 191,	 Iter: 700,	 Loss: 0.65755,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:20:54 - INFO - Epoch: 191,	 Iter: 800,	 Loss: 0.55716,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 03:21:16 - INFO - Epoch: 192,	 Iter: 0,	 Loss: 0.75754,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 03:21:33 - INFO - Epoch: 192,	 Iter: 100,	 Loss: 0.55930,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 03:21:50 - INFO - Epoch: 192,	 Iter: 200,	 Loss: 0.59845,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:22:07 - INFO - Epoch: 192,	 Iter: 300,	 Loss: 0.80367,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 03:22:24 - INFO - Epoch: 192,	 Iter: 400,	 Loss: 0.55731,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:22:41 - INFO - Epoch: 192,	 Iter: 500,	 Loss: 0.72672,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 03:22:58 - INFO - Epoch: 192,	 Iter: 600,	 Loss: 0.52248,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 03:23:15 - INFO - Epoch: 192,	 Iter: 700,	 Loss: 0.81311,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 03:23:32 - INFO - Epoch: 192,	 Iter: 800,	 Loss: 0.70862,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.06
2021-01-25 03:23:54 - INFO - Epoch: 193,	 Iter: 0,	 Loss: 0.68758,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 03:24:11 - INFO - Epoch: 193,	 Iter: 100,	 Loss: 0.74748,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 03:24:28 - INFO - Epoch: 193,	 Iter: 200,	 Loss: 0.78500,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 03:24:44 - INFO - Epoch: 193,	 Iter: 300,	 Loss: 0.56401,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:25:02 - INFO - Epoch: 193,	 Iter: 400,	 Loss: 0.65264,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 03:25:19 - INFO - Epoch: 193,	 Iter: 500,	 Loss: 0.57298,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:25:36 - INFO - Epoch: 193,	 Iter: 600,	 Loss: 0.88018,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 03:25:53 - INFO - Epoch: 193,	 Iter: 700,	 Loss: 0.74306,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.20
2021-01-25 03:26:10 - INFO - Epoch: 193,	 Iter: 800,	 Loss: 0.63709,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:26:31 - INFO - Epoch: 194,	 Iter: 0,	 Loss: 0.66251,	 Val-Acc1: 1.36 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 03:26:48 - INFO - Epoch: 194,	 Iter: 100,	 Loss: 0.56907,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:27:06 - INFO - Epoch: 194,	 Iter: 200,	 Loss: 0.53975,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 03:27:23 - INFO - Epoch: 194,	 Iter: 300,	 Loss: 0.66580,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 3.78
2021-01-25 03:27:40 - INFO - Epoch: 194,	 Iter: 400,	 Loss: 0.63813,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.08
2021-01-25 03:27:57 - INFO - Epoch: 194,	 Iter: 500,	 Loss: 0.58327,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 3.98
2021-01-25 03:28:14 - INFO - Epoch: 194,	 Iter: 600,	 Loss: 0.79187,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:28:31 - INFO - Epoch: 194,	 Iter: 700,	 Loss: 0.75511,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 03:28:48 - INFO - Epoch: 194,	 Iter: 800,	 Loss: 0.72174,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.14
2021-01-25 03:29:09 - INFO - Epoch: 195,	 Iter: 0,	 Loss: 0.61809,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.20
2021-01-25 03:29:27 - INFO - Epoch: 195,	 Iter: 100,	 Loss: 0.56368,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 03:29:44 - INFO - Epoch: 195,	 Iter: 200,	 Loss: 0.88538,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.02
2021-01-25 03:30:01 - INFO - Epoch: 195,	 Iter: 300,	 Loss: 0.85618,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 03:30:18 - INFO - Epoch: 195,	 Iter: 400,	 Loss: 0.62902,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 03:30:35 - INFO - Epoch: 195,	 Iter: 500,	 Loss: 0.64761,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:30:52 - INFO - Epoch: 195,	 Iter: 600,	 Loss: 0.68634,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 03:31:09 - INFO - Epoch: 195,	 Iter: 700,	 Loss: 0.89102,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.14
2021-01-25 03:31:26 - INFO - Epoch: 195,	 Iter: 800,	 Loss: 0.60694,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 03:31:47 - INFO - Epoch: 196,	 Iter: 0,	 Loss: 0.59025,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.08
2021-01-25 03:32:04 - INFO - Epoch: 196,	 Iter: 100,	 Loss: 0.70285,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 03:32:22 - INFO - Epoch: 196,	 Iter: 200,	 Loss: 0.56136,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 03:32:39 - INFO - Epoch: 196,	 Iter: 300,	 Loss: 0.79115,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.10
2021-01-25 03:32:56 - INFO - Epoch: 196,	 Iter: 400,	 Loss: 0.57951,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.16
2021-01-25 03:33:14 - INFO - Epoch: 196,	 Iter: 500,	 Loss: 0.76844,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.20
2021-01-25 03:33:31 - INFO - Epoch: 196,	 Iter: 600,	 Loss: 0.47914,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 03:33:48 - INFO - Epoch: 196,	 Iter: 700,	 Loss: 0.58282,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 3.94
2021-01-25 03:34:05 - INFO - Epoch: 196,	 Iter: 800,	 Loss: 0.89727,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 03:34:27 - INFO - Epoch: 197,	 Iter: 0,	 Loss: 0.61300,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.16
2021-01-25 03:34:44 - INFO - Epoch: 197,	 Iter: 100,	 Loss: 0.78520,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:35:01 - INFO - Epoch: 197,	 Iter: 200,	 Loss: 0.86302,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:35:18 - INFO - Epoch: 197,	 Iter: 300,	 Loss: 0.71202,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 03:35:35 - INFO - Epoch: 197,	 Iter: 400,	 Loss: 0.74970,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.04
2021-01-25 03:35:52 - INFO - Epoch: 197,	 Iter: 500,	 Loss: 0.61428,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.08
2021-01-25 03:36:09 - INFO - Epoch: 197,	 Iter: 600,	 Loss: 0.62723,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.10
2021-01-25 03:36:27 - INFO - Epoch: 197,	 Iter: 700,	 Loss: 0.66078,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 03:36:44 - INFO - Epoch: 197,	 Iter: 800,	 Loss: 0.64108,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:37:05 - INFO - Epoch: 198,	 Iter: 0,	 Loss: 0.58632,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.36
2021-01-25 03:37:22 - INFO - Epoch: 198,	 Iter: 100,	 Loss: 0.69283,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 03:37:39 - INFO - Epoch: 198,	 Iter: 200,	 Loss: 0.77276,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 03:37:56 - INFO - Epoch: 198,	 Iter: 300,	 Loss: 0.76242,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 03:38:14 - INFO - Epoch: 198,	 Iter: 400,	 Loss: 0.91454,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 03:38:31 - INFO - Epoch: 198,	 Iter: 500,	 Loss: 0.60626,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.14
2021-01-25 03:38:48 - INFO - Epoch: 198,	 Iter: 600,	 Loss: 0.87707,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 03:39:07 - INFO - Epoch: 198,	 Iter: 700,	 Loss: 0.73919,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 03:39:24 - INFO - Epoch: 198,	 Iter: 800,	 Loss: 0.48575,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 03:39:46 - INFO - Epoch: 199,	 Iter: 0,	 Loss: 0.62290,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 03:40:03 - INFO - Epoch: 199,	 Iter: 100,	 Loss: 0.66634,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 03:40:20 - INFO - Epoch: 199,	 Iter: 200,	 Loss: 0.51278,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 03:40:37 - INFO - Epoch: 199,	 Iter: 300,	 Loss: 0.63052,	 Val-Acc1: 1.46 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 03:40:55 - INFO - Epoch: 199,	 Iter: 400,	 Loss: 0.67916,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 03:41:12 - INFO - Epoch: 199,	 Iter: 500,	 Loss: 0.52072,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 03:41:29 - INFO - Epoch: 199,	 Iter: 600,	 Loss: 0.56192,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 03:41:46 - INFO - Epoch: 199,	 Iter: 700,	 Loss: 0.74385,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 03:42:03 - INFO - Epoch: 199,	 Iter: 800,	 Loss: 0.56711,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 03:42:25 - INFO - Epoch: 200,	 Iter: 0,	 Loss: 0.57340,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:42:25 - INFO - lr: 1.2800000000000006e-07
2021-01-25 03:42:42 - INFO - Epoch: 200,	 Iter: 100,	 Loss: 0.40748,	 Val-Acc1: 1.22 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 03:43:00 - INFO - Epoch: 200,	 Iter: 200,	 Loss: 0.52874,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 5.16
2021-01-25 03:43:17 - INFO - Epoch: 200,	 Iter: 300,	 Loss: 0.67938,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 03:43:34 - INFO - Epoch: 200,	 Iter: 400,	 Loss: 0.67307,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 03:43:52 - INFO - Epoch: 200,	 Iter: 500,	 Loss: 0.62029,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 03:44:09 - INFO - Epoch: 200,	 Iter: 600,	 Loss: 0.71114,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 03:44:26 - INFO - Epoch: 200,	 Iter: 700,	 Loss: 0.48472,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:44:43 - INFO - Epoch: 200,	 Iter: 800,	 Loss: 0.66715,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.30
2021-01-25 03:45:05 - INFO - Epoch: 201,	 Iter: 0,	 Loss: 0.65475,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 03:45:22 - INFO - Epoch: 201,	 Iter: 100,	 Loss: 0.58861,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 03:45:39 - INFO - Epoch: 201,	 Iter: 200,	 Loss: 0.88965,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 03:45:57 - INFO - Epoch: 201,	 Iter: 300,	 Loss: 0.62059,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 03:46:14 - INFO - Epoch: 201,	 Iter: 400,	 Loss: 0.92142,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 03:46:31 - INFO - Epoch: 201,	 Iter: 500,	 Loss: 0.70603,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:46:48 - INFO - Epoch: 201,	 Iter: 600,	 Loss: 0.54708,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:47:05 - INFO - Epoch: 201,	 Iter: 700,	 Loss: 0.66579,	 Val-Acc1: 1.24 (Best: 70.82),	 Val-Acc5: 4.22
2021-01-25 03:47:23 - INFO - Epoch: 201,	 Iter: 800,	 Loss: 0.71485,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.20
2021-01-25 03:47:44 - INFO - Epoch: 202,	 Iter: 0,	 Loss: 0.57424,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 5.18
2021-01-25 03:48:01 - INFO - Epoch: 202,	 Iter: 100,	 Loss: 0.63230,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 03:48:18 - INFO - Epoch: 202,	 Iter: 200,	 Loss: 0.73370,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 03:48:36 - INFO - Epoch: 202,	 Iter: 300,	 Loss: 0.59753,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 03:48:53 - INFO - Epoch: 202,	 Iter: 400,	 Loss: 0.50546,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 03:49:11 - INFO - Epoch: 202,	 Iter: 500,	 Loss: 0.83634,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 03:49:28 - INFO - Epoch: 202,	 Iter: 600,	 Loss: 0.69634,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 03:49:46 - INFO - Epoch: 202,	 Iter: 700,	 Loss: 0.74909,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.36
2021-01-25 03:50:03 - INFO - Epoch: 202,	 Iter: 800,	 Loss: 0.74694,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 03:50:25 - INFO - Epoch: 203,	 Iter: 0,	 Loss: 0.57066,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 03:50:42 - INFO - Epoch: 203,	 Iter: 100,	 Loss: 0.54519,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 03:50:59 - INFO - Epoch: 203,	 Iter: 200,	 Loss: 0.66082,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 03:51:16 - INFO - Epoch: 203,	 Iter: 300,	 Loss: 0.63845,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 03:51:33 - INFO - Epoch: 203,	 Iter: 400,	 Loss: 0.69977,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 03:51:51 - INFO - Epoch: 203,	 Iter: 500,	 Loss: 0.72431,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 03:52:08 - INFO - Epoch: 203,	 Iter: 600,	 Loss: 0.58385,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:52:25 - INFO - Epoch: 203,	 Iter: 700,	 Loss: 0.71045,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 03:52:42 - INFO - Epoch: 203,	 Iter: 800,	 Loss: 0.84467,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 03:53:04 - INFO - Epoch: 204,	 Iter: 0,	 Loss: 0.55063,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 03:53:21 - INFO - Epoch: 204,	 Iter: 100,	 Loss: 0.61093,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.98
2021-01-25 03:53:38 - INFO - Epoch: 204,	 Iter: 200,	 Loss: 0.40625,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 03:53:56 - INFO - Epoch: 204,	 Iter: 300,	 Loss: 0.54137,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 03:54:13 - INFO - Epoch: 204,	 Iter: 400,	 Loss: 0.78712,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 03:54:30 - INFO - Epoch: 204,	 Iter: 500,	 Loss: 0.67032,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 03:54:47 - INFO - Epoch: 204,	 Iter: 600,	 Loss: 0.55139,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 03:55:05 - INFO - Epoch: 204,	 Iter: 700,	 Loss: 0.58968,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 03:55:22 - INFO - Epoch: 204,	 Iter: 800,	 Loss: 0.69704,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 03:55:43 - INFO - Epoch: 205,	 Iter: 0,	 Loss: 0.67737,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 03:56:01 - INFO - Epoch: 205,	 Iter: 100,	 Loss: 0.51187,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 03:56:18 - INFO - Epoch: 205,	 Iter: 200,	 Loss: 0.62248,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 03:56:35 - INFO - Epoch: 205,	 Iter: 300,	 Loss: 0.67624,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 03:56:53 - INFO - Epoch: 205,	 Iter: 400,	 Loss: 0.72336,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 03:57:10 - INFO - Epoch: 205,	 Iter: 500,	 Loss: 0.80000,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 03:57:27 - INFO - Epoch: 205,	 Iter: 600,	 Loss: 0.79153,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 03:57:44 - INFO - Epoch: 205,	 Iter: 700,	 Loss: 0.63427,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.18
2021-01-25 03:58:01 - INFO - Epoch: 205,	 Iter: 800,	 Loss: 0.67279,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 03:58:23 - INFO - Epoch: 206,	 Iter: 0,	 Loss: 0.80897,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 03:58:41 - INFO - Epoch: 206,	 Iter: 100,	 Loss: 0.55681,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 03:58:58 - INFO - Epoch: 206,	 Iter: 200,	 Loss: 0.57336,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 03:59:15 - INFO - Epoch: 206,	 Iter: 300,	 Loss: 0.70707,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 03:59:33 - INFO - Epoch: 206,	 Iter: 400,	 Loss: 0.71691,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 03:59:50 - INFO - Epoch: 206,	 Iter: 500,	 Loss: 0.61507,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 04:00:07 - INFO - Epoch: 206,	 Iter: 600,	 Loss: 0.81976,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:00:24 - INFO - Epoch: 206,	 Iter: 700,	 Loss: 0.57576,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.04
2021-01-25 04:00:41 - INFO - Epoch: 206,	 Iter: 800,	 Loss: 0.63148,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:01:03 - INFO - Epoch: 207,	 Iter: 0,	 Loss: 0.79725,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:01:20 - INFO - Epoch: 207,	 Iter: 100,	 Loss: 0.68781,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 04:01:37 - INFO - Epoch: 207,	 Iter: 200,	 Loss: 0.65564,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 04:01:54 - INFO - Epoch: 207,	 Iter: 300,	 Loss: 0.66934,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 04:02:12 - INFO - Epoch: 207,	 Iter: 400,	 Loss: 0.59193,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 04:02:29 - INFO - Epoch: 207,	 Iter: 500,	 Loss: 0.63536,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.08
2021-01-25 04:02:46 - INFO - Epoch: 207,	 Iter: 600,	 Loss: 0.66743,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.18
2021-01-25 04:03:03 - INFO - Epoch: 207,	 Iter: 700,	 Loss: 0.49114,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.30
2021-01-25 04:03:20 - INFO - Epoch: 207,	 Iter: 800,	 Loss: 0.69921,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.12
2021-01-25 04:03:42 - INFO - Epoch: 208,	 Iter: 0,	 Loss: 0.64546,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 04:03:59 - INFO - Epoch: 208,	 Iter: 100,	 Loss: 0.75870,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 04:04:16 - INFO - Epoch: 208,	 Iter: 200,	 Loss: 0.68093,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 04:04:33 - INFO - Epoch: 208,	 Iter: 300,	 Loss: 0.60992,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 04:04:51 - INFO - Epoch: 208,	 Iter: 400,	 Loss: 0.75180,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 04:05:09 - INFO - Epoch: 208,	 Iter: 500,	 Loss: 0.62785,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 04:05:26 - INFO - Epoch: 208,	 Iter: 600,	 Loss: 0.65580,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 04:05:43 - INFO - Epoch: 208,	 Iter: 700,	 Loss: 0.76082,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:06:00 - INFO - Epoch: 208,	 Iter: 800,	 Loss: 0.71696,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 04:06:21 - INFO - Epoch: 209,	 Iter: 0,	 Loss: 0.64744,	 Val-Acc1: 1.36 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 04:06:38 - INFO - Epoch: 209,	 Iter: 100,	 Loss: 0.76975,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 04:06:55 - INFO - Epoch: 209,	 Iter: 200,	 Loss: 0.53255,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 04:07:12 - INFO - Epoch: 209,	 Iter: 300,	 Loss: 0.66096,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:07:29 - INFO - Epoch: 209,	 Iter: 400,	 Loss: 0.72944,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 04:07:46 - INFO - Epoch: 209,	 Iter: 500,	 Loss: 0.54234,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:08:03 - INFO - Epoch: 209,	 Iter: 600,	 Loss: 0.87202,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 04:08:20 - INFO - Epoch: 209,	 Iter: 700,	 Loss: 0.70783,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:08:37 - INFO - Epoch: 209,	 Iter: 800,	 Loss: 0.79479,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 04:08:58 - INFO - Epoch: 210,	 Iter: 0,	 Loss: 0.75394,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:09:15 - INFO - Epoch: 210,	 Iter: 100,	 Loss: 0.93619,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 04:09:32 - INFO - Epoch: 210,	 Iter: 200,	 Loss: 0.83977,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 04:09:50 - INFO - Epoch: 210,	 Iter: 300,	 Loss: 0.87584,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 04:10:07 - INFO - Epoch: 210,	 Iter: 400,	 Loss: 0.65860,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:10:24 - INFO - Epoch: 210,	 Iter: 500,	 Loss: 0.76277,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 04:10:41 - INFO - Epoch: 210,	 Iter: 600,	 Loss: 0.76016,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:10:58 - INFO - Epoch: 210,	 Iter: 700,	 Loss: 0.65153,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:11:15 - INFO - Epoch: 210,	 Iter: 800,	 Loss: 0.99215,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:11:36 - INFO - Epoch: 211,	 Iter: 0,	 Loss: 0.82927,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 04:11:54 - INFO - Epoch: 211,	 Iter: 100,	 Loss: 0.78906,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 04:12:11 - INFO - Epoch: 211,	 Iter: 200,	 Loss: 0.66433,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 04:12:28 - INFO - Epoch: 211,	 Iter: 300,	 Loss: 0.73063,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 04:12:45 - INFO - Epoch: 211,	 Iter: 400,	 Loss: 0.71106,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 3.96
2021-01-25 04:13:02 - INFO - Epoch: 211,	 Iter: 500,	 Loss: 0.78389,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 04:13:19 - INFO - Epoch: 211,	 Iter: 600,	 Loss: 0.63641,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 04:13:36 - INFO - Epoch: 211,	 Iter: 700,	 Loss: 0.86912,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:13:53 - INFO - Epoch: 211,	 Iter: 800,	 Loss: 0.77636,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 04:14:15 - INFO - Epoch: 212,	 Iter: 0,	 Loss: 0.72984,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:14:32 - INFO - Epoch: 212,	 Iter: 100,	 Loss: 0.64746,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:14:49 - INFO - Epoch: 212,	 Iter: 200,	 Loss: 0.86228,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:15:06 - INFO - Epoch: 212,	 Iter: 300,	 Loss: 0.66757,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:15:23 - INFO - Epoch: 212,	 Iter: 400,	 Loss: 0.74047,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:15:41 - INFO - Epoch: 212,	 Iter: 500,	 Loss: 0.67308,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 04:15:58 - INFO - Epoch: 212,	 Iter: 600,	 Loss: 0.60139,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:16:15 - INFO - Epoch: 212,	 Iter: 700,	 Loss: 0.70501,	 Val-Acc1: 0.64 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 04:16:32 - INFO - Epoch: 212,	 Iter: 800,	 Loss: 0.73361,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 04:16:54 - INFO - Epoch: 213,	 Iter: 0,	 Loss: 0.74451,	 Val-Acc1: 0.56 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:17:11 - INFO - Epoch: 213,	 Iter: 100,	 Loss: 0.59594,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 04:17:28 - INFO - Epoch: 213,	 Iter: 200,	 Loss: 0.61135,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 04:17:45 - INFO - Epoch: 213,	 Iter: 300,	 Loss: 0.82135,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 04:18:02 - INFO - Epoch: 213,	 Iter: 400,	 Loss: 0.91659,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:18:19 - INFO - Epoch: 213,	 Iter: 500,	 Loss: 0.71816,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 04:18:37 - INFO - Epoch: 213,	 Iter: 600,	 Loss: 0.64592,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.18
2021-01-25 04:18:54 - INFO - Epoch: 213,	 Iter: 700,	 Loss: 0.65524,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:19:11 - INFO - Epoch: 213,	 Iter: 800,	 Loss: 0.85502,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 04:19:32 - INFO - Epoch: 214,	 Iter: 0,	 Loss: 0.66360,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 04:19:49 - INFO - Epoch: 214,	 Iter: 100,	 Loss: 0.75193,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 04:20:06 - INFO - Epoch: 214,	 Iter: 200,	 Loss: 0.72751,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.36
2021-01-25 04:20:23 - INFO - Epoch: 214,	 Iter: 300,	 Loss: 0.80810,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 04:20:40 - INFO - Epoch: 214,	 Iter: 400,	 Loss: 0.92208,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 04:20:57 - INFO - Epoch: 214,	 Iter: 500,	 Loss: 0.75491,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 04:21:14 - INFO - Epoch: 214,	 Iter: 600,	 Loss: 0.62034,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 04:21:31 - INFO - Epoch: 214,	 Iter: 700,	 Loss: 0.83319,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 04:21:48 - INFO - Epoch: 214,	 Iter: 800,	 Loss: 0.62380,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 04:22:10 - INFO - Epoch: 215,	 Iter: 0,	 Loss: 0.72789,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 04:22:27 - INFO - Epoch: 215,	 Iter: 100,	 Loss: 0.68951,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:22:44 - INFO - Epoch: 215,	 Iter: 200,	 Loss: 0.66265,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 04:23:02 - INFO - Epoch: 215,	 Iter: 300,	 Loss: 0.73430,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 04:23:19 - INFO - Epoch: 215,	 Iter: 400,	 Loss: 0.70447,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:23:36 - INFO - Epoch: 215,	 Iter: 500,	 Loss: 0.89780,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:23:53 - INFO - Epoch: 215,	 Iter: 600,	 Loss: 0.89490,	 Val-Acc1: 0.62 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:24:10 - INFO - Epoch: 215,	 Iter: 700,	 Loss: 0.54533,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:24:27 - INFO - Epoch: 215,	 Iter: 800,	 Loss: 0.79743,	 Val-Acc1: 0.48 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:24:49 - INFO - Epoch: 216,	 Iter: 0,	 Loss: 0.65642,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 04:25:06 - INFO - Epoch: 216,	 Iter: 100,	 Loss: 0.68664,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 04:25:23 - INFO - Epoch: 216,	 Iter: 200,	 Loss: 0.81464,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 04:25:40 - INFO - Epoch: 216,	 Iter: 300,	 Loss: 0.76140,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 04:25:57 - INFO - Epoch: 216,	 Iter: 400,	 Loss: 0.83978,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 04:26:14 - INFO - Epoch: 216,	 Iter: 500,	 Loss: 0.91558,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.18
2021-01-25 04:26:31 - INFO - Epoch: 216,	 Iter: 600,	 Loss: 0.85555,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:26:48 - INFO - Epoch: 216,	 Iter: 700,	 Loss: 0.77497,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 04:27:06 - INFO - Epoch: 216,	 Iter: 800,	 Loss: 0.66930,	 Val-Acc1: 0.52 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 04:27:27 - INFO - Epoch: 217,	 Iter: 0,	 Loss: 0.93192,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 04:27:45 - INFO - Epoch: 217,	 Iter: 100,	 Loss: 0.84246,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 04:28:02 - INFO - Epoch: 217,	 Iter: 200,	 Loss: 0.66538,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 04:28:19 - INFO - Epoch: 217,	 Iter: 300,	 Loss: 0.72034,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:28:37 - INFO - Epoch: 217,	 Iter: 400,	 Loss: 0.92641,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:28:54 - INFO - Epoch: 217,	 Iter: 500,	 Loss: 0.85991,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:29:11 - INFO - Epoch: 217,	 Iter: 600,	 Loss: 0.74928,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 04:29:28 - INFO - Epoch: 217,	 Iter: 700,	 Loss: 0.61509,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:29:45 - INFO - Epoch: 217,	 Iter: 800,	 Loss: 0.75708,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 04:30:06 - INFO - Epoch: 218,	 Iter: 0,	 Loss: 0.95954,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 04:30:23 - INFO - Epoch: 218,	 Iter: 100,	 Loss: 0.59786,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 04:30:40 - INFO - Epoch: 218,	 Iter: 200,	 Loss: 0.78460,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 04:30:57 - INFO - Epoch: 218,	 Iter: 300,	 Loss: 0.79715,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 04:31:14 - INFO - Epoch: 218,	 Iter: 400,	 Loss: 0.68964,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 04:31:31 - INFO - Epoch: 218,	 Iter: 500,	 Loss: 0.59848,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 04:31:48 - INFO - Epoch: 218,	 Iter: 600,	 Loss: 0.88297,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 04:32:05 - INFO - Epoch: 218,	 Iter: 700,	 Loss: 0.50529,	 Val-Acc1: 0.62 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 04:32:22 - INFO - Epoch: 218,	 Iter: 800,	 Loss: 0.67316,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:32:43 - INFO - Epoch: 219,	 Iter: 0,	 Loss: 0.59782,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 04:33:00 - INFO - Epoch: 219,	 Iter: 100,	 Loss: 0.67067,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 04:33:17 - INFO - Epoch: 219,	 Iter: 200,	 Loss: 0.70370,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 04:33:34 - INFO - Epoch: 219,	 Iter: 300,	 Loss: 0.65565,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 04:33:52 - INFO - Epoch: 219,	 Iter: 400,	 Loss: 0.71300,	 Val-Acc1: 0.50 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:34:09 - INFO - Epoch: 219,	 Iter: 500,	 Loss: 0.65864,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.20
2021-01-25 04:34:26 - INFO - Epoch: 219,	 Iter: 600,	 Loss: 0.68709,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 04:34:43 - INFO - Epoch: 219,	 Iter: 700,	 Loss: 0.50577,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 04:35:00 - INFO - Epoch: 219,	 Iter: 800,	 Loss: 0.80545,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 04:35:21 - INFO - Epoch: 220,	 Iter: 0,	 Loss: 0.63399,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 04:35:38 - INFO - Epoch: 220,	 Iter: 100,	 Loss: 0.84102,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 04:35:55 - INFO - Epoch: 220,	 Iter: 200,	 Loss: 0.61397,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 04:36:12 - INFO - Epoch: 220,	 Iter: 300,	 Loss: 0.78983,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 04:36:29 - INFO - Epoch: 220,	 Iter: 400,	 Loss: 0.69148,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 04:36:46 - INFO - Epoch: 220,	 Iter: 500,	 Loss: 0.63736,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 04:37:03 - INFO - Epoch: 220,	 Iter: 600,	 Loss: 0.82861,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 04:37:20 - INFO - Epoch: 220,	 Iter: 700,	 Loss: 0.57716,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 04:37:37 - INFO - Epoch: 220,	 Iter: 800,	 Loss: 0.79435,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.00
2021-01-25 04:37:59 - INFO - Epoch: 221,	 Iter: 0,	 Loss: 0.74430,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 04:38:16 - INFO - Epoch: 221,	 Iter: 100,	 Loss: 0.55978,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:38:33 - INFO - Epoch: 221,	 Iter: 200,	 Loss: 0.75458,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 04:38:51 - INFO - Epoch: 221,	 Iter: 300,	 Loss: 0.83441,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:39:08 - INFO - Epoch: 221,	 Iter: 400,	 Loss: 0.78152,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 04:39:25 - INFO - Epoch: 221,	 Iter: 500,	 Loss: 0.74829,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:39:42 - INFO - Epoch: 221,	 Iter: 600,	 Loss: 0.98655,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 04:39:59 - INFO - Epoch: 221,	 Iter: 700,	 Loss: 0.79552,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 04:40:16 - INFO - Epoch: 221,	 Iter: 800,	 Loss: 0.83486,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 04:40:38 - INFO - Epoch: 222,	 Iter: 0,	 Loss: 0.84025,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 04:40:55 - INFO - Epoch: 222,	 Iter: 100,	 Loss: 0.73549,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 04:41:12 - INFO - Epoch: 222,	 Iter: 200,	 Loss: 0.99970,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:41:29 - INFO - Epoch: 222,	 Iter: 300,	 Loss: 0.55209,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 04:41:46 - INFO - Epoch: 222,	 Iter: 400,	 Loss: 0.61363,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:42:03 - INFO - Epoch: 222,	 Iter: 500,	 Loss: 0.72958,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 04:42:20 - INFO - Epoch: 222,	 Iter: 600,	 Loss: 0.78405,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 04:42:37 - INFO - Epoch: 222,	 Iter: 700,	 Loss: 0.73574,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 04:42:55 - INFO - Epoch: 222,	 Iter: 800,	 Loss: 0.46022,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 04:43:16 - INFO - Epoch: 223,	 Iter: 0,	 Loss: 0.89951,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 04:43:33 - INFO - Epoch: 223,	 Iter: 100,	 Loss: 0.72891,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 04:43:50 - INFO - Epoch: 223,	 Iter: 200,	 Loss: 0.55322,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:44:07 - INFO - Epoch: 223,	 Iter: 300,	 Loss: 0.62782,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 04:44:24 - INFO - Epoch: 223,	 Iter: 400,	 Loss: 0.72491,	 Val-Acc1: 0.64 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:44:41 - INFO - Epoch: 223,	 Iter: 500,	 Loss: 0.66230,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:44:58 - INFO - Epoch: 223,	 Iter: 600,	 Loss: 0.70051,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 04:45:16 - INFO - Epoch: 223,	 Iter: 700,	 Loss: 0.81952,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 04:45:33 - INFO - Epoch: 223,	 Iter: 800,	 Loss: 0.70714,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 04:45:54 - INFO - Epoch: 224,	 Iter: 0,	 Loss: 0.89176,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:46:11 - INFO - Epoch: 224,	 Iter: 100,	 Loss: 0.48108,	 Val-Acc1: 0.64 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 04:46:28 - INFO - Epoch: 224,	 Iter: 200,	 Loss: 0.82522,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:46:46 - INFO - Epoch: 224,	 Iter: 300,	 Loss: 0.87088,	 Val-Acc1: 0.60 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 04:47:03 - INFO - Epoch: 224,	 Iter: 400,	 Loss: 0.77465,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 04:47:20 - INFO - Epoch: 224,	 Iter: 500,	 Loss: 0.95233,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 04:47:37 - INFO - Epoch: 224,	 Iter: 600,	 Loss: 0.66189,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 04:47:55 - INFO - Epoch: 224,	 Iter: 700,	 Loss: 0.75095,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 04:48:12 - INFO - Epoch: 224,	 Iter: 800,	 Loss: 0.71988,	 Val-Acc1: 0.54 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 04:48:33 - INFO - Epoch: 225,	 Iter: 0,	 Loss: 0.86739,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:48:50 - INFO - Epoch: 225,	 Iter: 100,	 Loss: 0.84072,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 04:49:07 - INFO - Epoch: 225,	 Iter: 200,	 Loss: 0.82742,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 04:49:24 - INFO - Epoch: 225,	 Iter: 300,	 Loss: 0.76112,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 04:49:41 - INFO - Epoch: 225,	 Iter: 400,	 Loss: 0.56250,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.28
2021-01-25 04:49:59 - INFO - Epoch: 225,	 Iter: 500,	 Loss: 0.85041,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:50:16 - INFO - Epoch: 225,	 Iter: 600,	 Loss: 0.83627,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 04:50:33 - INFO - Epoch: 225,	 Iter: 700,	 Loss: 0.65787,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 04:50:51 - INFO - Epoch: 225,	 Iter: 800,	 Loss: 0.87262,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 04:51:12 - INFO - Epoch: 226,	 Iter: 0,	 Loss: 0.69910,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 04:51:29 - INFO - Epoch: 226,	 Iter: 100,	 Loss: 0.85082,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 04:51:47 - INFO - Epoch: 226,	 Iter: 200,	 Loss: 0.77328,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 04:52:04 - INFO - Epoch: 226,	 Iter: 300,	 Loss: 0.65791,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.98
2021-01-25 04:52:21 - INFO - Epoch: 226,	 Iter: 400,	 Loss: 0.83359,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 04:52:38 - INFO - Epoch: 226,	 Iter: 500,	 Loss: 0.63617,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 04:52:55 - INFO - Epoch: 226,	 Iter: 600,	 Loss: 0.42347,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.12
2021-01-25 04:53:12 - INFO - Epoch: 226,	 Iter: 700,	 Loss: 0.96118,	 Val-Acc1: 1.34 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:53:29 - INFO - Epoch: 226,	 Iter: 800,	 Loss: 0.71289,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 04:53:50 - INFO - Epoch: 227,	 Iter: 0,	 Loss: 0.73710,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.30
2021-01-25 04:54:07 - INFO - Epoch: 227,	 Iter: 100,	 Loss: 0.69839,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 04:54:24 - INFO - Epoch: 227,	 Iter: 200,	 Loss: 0.66521,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 04:54:41 - INFO - Epoch: 227,	 Iter: 300,	 Loss: 0.63709,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 04:54:58 - INFO - Epoch: 227,	 Iter: 400,	 Loss: 0.68058,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 04:55:15 - INFO - Epoch: 227,	 Iter: 500,	 Loss: 0.88330,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 04:55:32 - INFO - Epoch: 227,	 Iter: 600,	 Loss: 0.67695,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 04:55:49 - INFO - Epoch: 227,	 Iter: 700,	 Loss: 0.80524,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 04:56:06 - INFO - Epoch: 227,	 Iter: 800,	 Loss: 0.86260,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 04:56:28 - INFO - Epoch: 228,	 Iter: 0,	 Loss: 0.52536,	 Val-Acc1: 0.66 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 04:56:46 - INFO - Epoch: 228,	 Iter: 100,	 Loss: 0.55531,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 04:57:03 - INFO - Epoch: 228,	 Iter: 200,	 Loss: 0.84185,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 04:57:20 - INFO - Epoch: 228,	 Iter: 300,	 Loss: 0.69553,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.12
2021-01-25 04:57:37 - INFO - Epoch: 228,	 Iter: 400,	 Loss: 0.96678,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 04:57:54 - INFO - Epoch: 228,	 Iter: 500,	 Loss: 0.59086,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 04:58:11 - INFO - Epoch: 228,	 Iter: 600,	 Loss: 0.68499,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 04:58:28 - INFO - Epoch: 228,	 Iter: 700,	 Loss: 0.62459,	 Val-Acc1: 0.72 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 04:58:45 - INFO - Epoch: 228,	 Iter: 800,	 Loss: 0.85674,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 04:59:07 - INFO - Epoch: 229,	 Iter: 0,	 Loss: 0.69548,	 Val-Acc1: 0.68 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 04:59:24 - INFO - Epoch: 229,	 Iter: 100,	 Loss: 0.64109,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 04:59:41 - INFO - Epoch: 229,	 Iter: 200,	 Loss: 0.71412,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 04:59:58 - INFO - Epoch: 229,	 Iter: 300,	 Loss: 0.54125,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.32
2021-01-25 05:00:15 - INFO - Epoch: 229,	 Iter: 400,	 Loss: 0.82063,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 05:00:32 - INFO - Epoch: 229,	 Iter: 500,	 Loss: 0.70561,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 05:00:49 - INFO - Epoch: 229,	 Iter: 600,	 Loss: 0.60633,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.16
2021-01-25 05:01:06 - INFO - Epoch: 229,	 Iter: 700,	 Loss: 0.60403,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:01:24 - INFO - Epoch: 229,	 Iter: 800,	 Loss: 0.95569,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:01:45 - INFO - Epoch: 230,	 Iter: 0,	 Loss: 0.78362,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:02:02 - INFO - Epoch: 230,	 Iter: 100,	 Loss: 0.71960,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.46
2021-01-25 05:02:19 - INFO - Epoch: 230,	 Iter: 200,	 Loss: 0.75444,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:02:36 - INFO - Epoch: 230,	 Iter: 300,	 Loss: 0.73313,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 05:02:54 - INFO - Epoch: 230,	 Iter: 400,	 Loss: 0.53465,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.36
2021-01-25 05:03:11 - INFO - Epoch: 230,	 Iter: 500,	 Loss: 0.77724,	 Val-Acc1: 0.72 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 05:03:28 - INFO - Epoch: 230,	 Iter: 600,	 Loss: 0.75283,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:03:45 - INFO - Epoch: 230,	 Iter: 700,	 Loss: 0.99329,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 05:04:02 - INFO - Epoch: 230,	 Iter: 800,	 Loss: 0.58943,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:04:23 - INFO - Epoch: 231,	 Iter: 0,	 Loss: 0.83112,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 05:04:40 - INFO - Epoch: 231,	 Iter: 100,	 Loss: 0.70132,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:04:57 - INFO - Epoch: 231,	 Iter: 200,	 Loss: 0.77890,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.98
2021-01-25 05:05:14 - INFO - Epoch: 231,	 Iter: 300,	 Loss: 0.81548,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 05:05:31 - INFO - Epoch: 231,	 Iter: 400,	 Loss: 0.63213,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 05:05:48 - INFO - Epoch: 231,	 Iter: 500,	 Loss: 0.85819,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 05:06:05 - INFO - Epoch: 231,	 Iter: 600,	 Loss: 0.79509,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:06:23 - INFO - Epoch: 231,	 Iter: 700,	 Loss: 0.59000,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 05:06:40 - INFO - Epoch: 231,	 Iter: 800,	 Loss: 0.89367,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 05:07:01 - INFO - Epoch: 232,	 Iter: 0,	 Loss: 0.67490,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 05:07:18 - INFO - Epoch: 232,	 Iter: 100,	 Loss: 0.72503,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 05:07:35 - INFO - Epoch: 232,	 Iter: 200,	 Loss: 0.90008,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:07:53 - INFO - Epoch: 232,	 Iter: 300,	 Loss: 0.82280,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:08:10 - INFO - Epoch: 232,	 Iter: 400,	 Loss: 0.87758,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:08:27 - INFO - Epoch: 232,	 Iter: 500,	 Loss: 0.63007,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.24
2021-01-25 05:08:44 - INFO - Epoch: 232,	 Iter: 600,	 Loss: 0.84028,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.30
2021-01-25 05:09:01 - INFO - Epoch: 232,	 Iter: 700,	 Loss: 0.68054,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 05:09:18 - INFO - Epoch: 232,	 Iter: 800,	 Loss: 0.70586,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:09:39 - INFO - Epoch: 233,	 Iter: 0,	 Loss: 0.60599,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 3.96
2021-01-25 05:09:56 - INFO - Epoch: 233,	 Iter: 100,	 Loss: 0.68067,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 05:10:13 - INFO - Epoch: 233,	 Iter: 200,	 Loss: 0.65499,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 05:10:30 - INFO - Epoch: 233,	 Iter: 300,	 Loss: 0.95989,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 05:10:30 - INFO - lr: 2.5600000000000014e-08
2021-01-25 05:10:48 - INFO - Epoch: 233,	 Iter: 400,	 Loss: 0.68777,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:11:05 - INFO - Epoch: 233,	 Iter: 500,	 Loss: 0.65019,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 05:11:22 - INFO - Epoch: 233,	 Iter: 600,	 Loss: 0.79796,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:11:39 - INFO - Epoch: 233,	 Iter: 700,	 Loss: 0.70215,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.42
2021-01-25 05:11:56 - INFO - Epoch: 233,	 Iter: 800,	 Loss: 0.87759,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:12:17 - INFO - Epoch: 234,	 Iter: 0,	 Loss: 0.77665,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:12:34 - INFO - Epoch: 234,	 Iter: 100,	 Loss: 0.76551,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:12:51 - INFO - Epoch: 234,	 Iter: 200,	 Loss: 1.00040,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:13:08 - INFO - Epoch: 234,	 Iter: 300,	 Loss: 0.76904,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:13:25 - INFO - Epoch: 234,	 Iter: 400,	 Loss: 0.79606,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:13:42 - INFO - Epoch: 234,	 Iter: 500,	 Loss: 0.63977,	 Val-Acc1: 0.72 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:13:59 - INFO - Epoch: 234,	 Iter: 600,	 Loss: 0.73719,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:14:17 - INFO - Epoch: 234,	 Iter: 700,	 Loss: 0.90949,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 05:14:34 - INFO - Epoch: 234,	 Iter: 800,	 Loss: 0.66805,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 05:14:55 - INFO - Epoch: 235,	 Iter: 0,	 Loss: 0.70172,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 05:15:12 - INFO - Epoch: 235,	 Iter: 100,	 Loss: 0.62593,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:15:29 - INFO - Epoch: 235,	 Iter: 200,	 Loss: 0.90317,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 05:15:46 - INFO - Epoch: 235,	 Iter: 300,	 Loss: 0.74562,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 05:16:03 - INFO - Epoch: 235,	 Iter: 400,	 Loss: 0.55765,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 05:16:20 - INFO - Epoch: 235,	 Iter: 500,	 Loss: 0.76907,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 05:16:37 - INFO - Epoch: 235,	 Iter: 600,	 Loss: 0.94359,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 05:16:54 - INFO - Epoch: 235,	 Iter: 700,	 Loss: 0.76438,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:17:11 - INFO - Epoch: 235,	 Iter: 800,	 Loss: 0.77523,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 05:17:33 - INFO - Epoch: 236,	 Iter: 0,	 Loss: 0.87013,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.48
2021-01-25 05:17:50 - INFO - Epoch: 236,	 Iter: 100,	 Loss: 0.74906,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:18:07 - INFO - Epoch: 236,	 Iter: 200,	 Loss: 0.86250,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 05:18:24 - INFO - Epoch: 236,	 Iter: 300,	 Loss: 0.65119,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:18:41 - INFO - Epoch: 236,	 Iter: 400,	 Loss: 0.67944,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 05:18:58 - INFO - Epoch: 236,	 Iter: 500,	 Loss: 0.64809,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:19:15 - INFO - Epoch: 236,	 Iter: 600,	 Loss: 0.61005,	 Val-Acc1: 0.70 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 05:19:32 - INFO - Epoch: 236,	 Iter: 700,	 Loss: 0.55104,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 05:19:49 - INFO - Epoch: 236,	 Iter: 800,	 Loss: 0.81183,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.26
2021-01-25 05:20:11 - INFO - Epoch: 237,	 Iter: 0,	 Loss: 0.82875,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:20:28 - INFO - Epoch: 237,	 Iter: 100,	 Loss: 0.85526,	 Val-Acc1: 0.72 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 05:20:45 - INFO - Epoch: 237,	 Iter: 200,	 Loss: 0.62833,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 05:21:02 - INFO - Epoch: 237,	 Iter: 300,	 Loss: 0.83999,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 05:21:19 - INFO - Epoch: 237,	 Iter: 400,	 Loss: 0.70354,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 05:21:36 - INFO - Epoch: 237,	 Iter: 500,	 Loss: 0.80654,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:21:53 - INFO - Epoch: 237,	 Iter: 600,	 Loss: 0.74284,	 Val-Acc1: 0.62 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 05:22:10 - INFO - Epoch: 237,	 Iter: 700,	 Loss: 0.57039,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 05:22:27 - INFO - Epoch: 237,	 Iter: 800,	 Loss: 0.58014,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 05:22:48 - INFO - Epoch: 238,	 Iter: 0,	 Loss: 0.77205,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 05:23:06 - INFO - Epoch: 238,	 Iter: 100,	 Loss: 0.85833,	 Val-Acc1: 0.66 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 05:23:23 - INFO - Epoch: 238,	 Iter: 200,	 Loss: 0.85607,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 05:23:40 - INFO - Epoch: 238,	 Iter: 300,	 Loss: 0.70478,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:23:57 - INFO - Epoch: 238,	 Iter: 400,	 Loss: 0.73836,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.34
2021-01-25 05:24:14 - INFO - Epoch: 238,	 Iter: 500,	 Loss: 0.61345,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:24:31 - INFO - Epoch: 238,	 Iter: 600,	 Loss: 0.89026,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:24:48 - INFO - Epoch: 238,	 Iter: 700,	 Loss: 0.81655,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:25:05 - INFO - Epoch: 238,	 Iter: 800,	 Loss: 0.54954,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 05:25:27 - INFO - Epoch: 239,	 Iter: 0,	 Loss: 0.89185,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:25:44 - INFO - Epoch: 239,	 Iter: 100,	 Loss: 0.68115,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:26:01 - INFO - Epoch: 239,	 Iter: 200,	 Loss: 0.88150,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:26:18 - INFO - Epoch: 239,	 Iter: 300,	 Loss: 0.88651,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 05:26:35 - INFO - Epoch: 239,	 Iter: 400,	 Loss: 0.68595,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 05:26:52 - INFO - Epoch: 239,	 Iter: 500,	 Loss: 0.86523,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 05:27:09 - INFO - Epoch: 239,	 Iter: 600,	 Loss: 0.73491,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 05:27:26 - INFO - Epoch: 239,	 Iter: 700,	 Loss: 0.78150,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 05:27:43 - INFO - Epoch: 239,	 Iter: 800,	 Loss: 0.68673,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 05:28:04 - INFO - Epoch: 240,	 Iter: 0,	 Loss: 0.80447,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 05:28:21 - INFO - Epoch: 240,	 Iter: 100,	 Loss: 0.86091,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 05:28:39 - INFO - Epoch: 240,	 Iter: 200,	 Loss: 0.71574,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 05:28:56 - INFO - Epoch: 240,	 Iter: 300,	 Loss: 0.70845,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:29:13 - INFO - Epoch: 240,	 Iter: 400,	 Loss: 0.83306,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 05:29:30 - INFO - Epoch: 240,	 Iter: 500,	 Loss: 0.94039,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 05:29:47 - INFO - Epoch: 240,	 Iter: 600,	 Loss: 0.80992,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.18
2021-01-25 05:30:04 - INFO - Epoch: 240,	 Iter: 700,	 Loss: 0.89714,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:30:22 - INFO - Epoch: 240,	 Iter: 800,	 Loss: 0.77462,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 05:30:43 - INFO - Epoch: 241,	 Iter: 0,	 Loss: 0.72117,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 4.44
2021-01-25 05:31:00 - INFO - Epoch: 241,	 Iter: 100,	 Loss: 0.88292,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.58
2021-01-25 05:31:17 - INFO - Epoch: 241,	 Iter: 200,	 Loss: 0.59764,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.98
2021-01-25 05:31:34 - INFO - Epoch: 241,	 Iter: 300,	 Loss: 0.80033,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 05:31:51 - INFO - Epoch: 241,	 Iter: 400,	 Loss: 0.66949,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.98
2021-01-25 05:32:08 - INFO - Epoch: 241,	 Iter: 500,	 Loss: 0.74042,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 05:32:26 - INFO - Epoch: 241,	 Iter: 600,	 Loss: 0.85343,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.50
2021-01-25 05:32:43 - INFO - Epoch: 241,	 Iter: 700,	 Loss: 0.73498,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 05:33:00 - INFO - Epoch: 241,	 Iter: 800,	 Loss: 0.76560,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 05:33:22 - INFO - Epoch: 242,	 Iter: 0,	 Loss: 0.68608,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:33:39 - INFO - Epoch: 242,	 Iter: 100,	 Loss: 0.72093,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 05:33:56 - INFO - Epoch: 242,	 Iter: 200,	 Loss: 0.91191,	 Val-Acc1: 0.72 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 05:34:13 - INFO - Epoch: 242,	 Iter: 300,	 Loss: 0.96442,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 05:34:30 - INFO - Epoch: 242,	 Iter: 400,	 Loss: 0.84394,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 05:34:47 - INFO - Epoch: 242,	 Iter: 500,	 Loss: 0.78488,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 05:35:04 - INFO - Epoch: 242,	 Iter: 600,	 Loss: 0.76750,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:35:21 - INFO - Epoch: 242,	 Iter: 700,	 Loss: 0.67299,	 Val-Acc1: 0.72 (Best: 70.82),	 Val-Acc5: 5.40
2021-01-25 05:35:38 - INFO - Epoch: 242,	 Iter: 800,	 Loss: 0.73812,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 05:36:00 - INFO - Epoch: 243,	 Iter: 0,	 Loss: 0.87150,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 05:36:17 - INFO - Epoch: 243,	 Iter: 100,	 Loss: 0.72868,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 05:36:34 - INFO - Epoch: 243,	 Iter: 200,	 Loss: 0.88450,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 05:36:51 - INFO - Epoch: 243,	 Iter: 300,	 Loss: 0.81670,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 05:37:08 - INFO - Epoch: 243,	 Iter: 400,	 Loss: 0.80859,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:37:25 - INFO - Epoch: 243,	 Iter: 500,	 Loss: 1.00597,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 05:37:42 - INFO - Epoch: 243,	 Iter: 600,	 Loss: 0.85498,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 05:37:59 - INFO - Epoch: 243,	 Iter: 700,	 Loss: 0.84312,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 05:38:16 - INFO - Epoch: 243,	 Iter: 800,	 Loss: 0.77231,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 05:38:38 - INFO - Epoch: 244,	 Iter: 0,	 Loss: 0.67755,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 05:38:55 - INFO - Epoch: 244,	 Iter: 100,	 Loss: 0.84199,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.12
2021-01-25 05:39:12 - INFO - Epoch: 244,	 Iter: 200,	 Loss: 0.91622,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:39:29 - INFO - Epoch: 244,	 Iter: 300,	 Loss: 0.77227,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 5.50
2021-01-25 05:39:46 - INFO - Epoch: 244,	 Iter: 400,	 Loss: 0.63655,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 05:40:03 - INFO - Epoch: 244,	 Iter: 500,	 Loss: 1.09397,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 05:40:20 - INFO - Epoch: 244,	 Iter: 600,	 Loss: 0.90782,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.64
2021-01-25 05:40:37 - INFO - Epoch: 244,	 Iter: 700,	 Loss: 1.03467,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 05:40:54 - INFO - Epoch: 244,	 Iter: 800,	 Loss: 1.00139,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:41:16 - INFO - Epoch: 245,	 Iter: 0,	 Loss: 0.84071,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 5.02
2021-01-25 05:41:33 - INFO - Epoch: 245,	 Iter: 100,	 Loss: 0.72086,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.54
2021-01-25 05:41:50 - INFO - Epoch: 245,	 Iter: 200,	 Loss: 0.76862,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 05:42:07 - INFO - Epoch: 245,	 Iter: 300,	 Loss: 0.71758,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 05:42:24 - INFO - Epoch: 245,	 Iter: 400,	 Loss: 0.97841,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 05:42:41 - INFO - Epoch: 245,	 Iter: 500,	 Loss: 0.91106,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 05:42:58 - INFO - Epoch: 245,	 Iter: 600,	 Loss: 0.97348,	 Val-Acc1: 1.50 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 05:43:16 - INFO - Epoch: 245,	 Iter: 700,	 Loss: 0.86292,	 Val-Acc1: 1.50 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 05:43:33 - INFO - Epoch: 245,	 Iter: 800,	 Loss: 0.50313,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 05:43:55 - INFO - Epoch: 246,	 Iter: 0,	 Loss: 0.85771,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.18
2021-01-25 05:44:12 - INFO - Epoch: 246,	 Iter: 100,	 Loss: 1.00643,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:44:29 - INFO - Epoch: 246,	 Iter: 200,	 Loss: 1.01529,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.52
2021-01-25 05:44:46 - INFO - Epoch: 246,	 Iter: 300,	 Loss: 0.98979,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 05:45:03 - INFO - Epoch: 246,	 Iter: 400,	 Loss: 1.10505,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:45:20 - INFO - Epoch: 246,	 Iter: 500,	 Loss: 1.12771,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.08
2021-01-25 05:45:37 - INFO - Epoch: 246,	 Iter: 600,	 Loss: 0.99776,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 05:45:54 - INFO - Epoch: 246,	 Iter: 700,	 Loss: 1.10702,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:46:11 - INFO - Epoch: 246,	 Iter: 800,	 Loss: 1.00659,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 05:46:32 - INFO - Epoch: 247,	 Iter: 0,	 Loss: 0.80951,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 4.56
2021-01-25 05:46:50 - INFO - Epoch: 247,	 Iter: 100,	 Loss: 0.82023,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 05:47:07 - INFO - Epoch: 247,	 Iter: 200,	 Loss: 0.73020,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 05:47:24 - INFO - Epoch: 247,	 Iter: 300,	 Loss: 1.15200,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.52
2021-01-25 05:47:41 - INFO - Epoch: 247,	 Iter: 400,	 Loss: 1.04739,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 05:47:58 - INFO - Epoch: 247,	 Iter: 500,	 Loss: 0.89442,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 05:48:15 - INFO - Epoch: 247,	 Iter: 600,	 Loss: 0.98976,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 05:48:33 - INFO - Epoch: 247,	 Iter: 700,	 Loss: 0.94405,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 05:48:50 - INFO - Epoch: 247,	 Iter: 800,	 Loss: 1.05480,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 05:49:12 - INFO - Epoch: 248,	 Iter: 0,	 Loss: 0.66112,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 05:49:29 - INFO - Epoch: 248,	 Iter: 100,	 Loss: 0.93539,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 5.16
2021-01-25 05:49:46 - INFO - Epoch: 248,	 Iter: 200,	 Loss: 0.98207,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 05:50:04 - INFO - Epoch: 248,	 Iter: 300,	 Loss: 1.07654,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:50:21 - INFO - Epoch: 248,	 Iter: 400,	 Loss: 0.93841,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.68
2021-01-25 05:50:38 - INFO - Epoch: 248,	 Iter: 500,	 Loss: 0.78550,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 4.98
2021-01-25 05:50:55 - INFO - Epoch: 248,	 Iter: 600,	 Loss: 0.96961,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:51:12 - INFO - Epoch: 248,	 Iter: 700,	 Loss: 1.04790,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 05:51:29 - INFO - Epoch: 248,	 Iter: 800,	 Loss: 0.71461,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 05:51:51 - INFO - Epoch: 249,	 Iter: 0,	 Loss: 0.81591,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 05:52:08 - INFO - Epoch: 249,	 Iter: 100,	 Loss: 0.89897,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:52:25 - INFO - Epoch: 249,	 Iter: 200,	 Loss: 0.80995,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 4.94
2021-01-25 05:52:42 - INFO - Epoch: 249,	 Iter: 300,	 Loss: 0.89917,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 05:52:59 - INFO - Epoch: 249,	 Iter: 400,	 Loss: 0.89700,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 05:53:16 - INFO - Epoch: 249,	 Iter: 500,	 Loss: 0.95261,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 05:53:33 - INFO - Epoch: 249,	 Iter: 600,	 Loss: 0.67591,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 05:53:50 - INFO - Epoch: 249,	 Iter: 700,	 Loss: 0.91416,	 Val-Acc1: 0.78 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:54:07 - INFO - Epoch: 249,	 Iter: 800,	 Loss: 1.00645,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.66
2021-01-25 05:54:28 - INFO - Epoch: 250,	 Iter: 0,	 Loss: 0.95194,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 05:54:45 - INFO - Epoch: 250,	 Iter: 100,	 Loss: 0.92989,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 05:55:02 - INFO - Epoch: 250,	 Iter: 200,	 Loss: 0.63516,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.96
2021-01-25 05:55:19 - INFO - Epoch: 250,	 Iter: 300,	 Loss: 0.88009,	 Val-Acc1: 1.34 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 05:55:36 - INFO - Epoch: 250,	 Iter: 400,	 Loss: 0.77393,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 05:55:53 - INFO - Epoch: 250,	 Iter: 500,	 Loss: 0.88895,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 05:56:10 - INFO - Epoch: 250,	 Iter: 600,	 Loss: 0.76348,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 05:56:27 - INFO - Epoch: 250,	 Iter: 700,	 Loss: 0.95238,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 05:56:44 - INFO - Epoch: 250,	 Iter: 800,	 Loss: 0.94462,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 05:57:06 - INFO - Epoch: 251,	 Iter: 0,	 Loss: 0.82420,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.40
2021-01-25 05:57:23 - INFO - Epoch: 251,	 Iter: 100,	 Loss: 0.96399,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 05:57:40 - INFO - Epoch: 251,	 Iter: 200,	 Loss: 0.88660,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.30
2021-01-25 05:57:57 - INFO - Epoch: 251,	 Iter: 300,	 Loss: 0.89202,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 05:58:14 - INFO - Epoch: 251,	 Iter: 400,	 Loss: 0.92991,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 5.62
2021-01-25 05:58:32 - INFO - Epoch: 251,	 Iter: 500,	 Loss: 1.05648,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 05:58:49 - INFO - Epoch: 251,	 Iter: 600,	 Loss: 0.84939,	 Val-Acc1: 1.24 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 05:59:06 - INFO - Epoch: 251,	 Iter: 700,	 Loss: 0.86555,	 Val-Acc1: 0.90 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 05:59:24 - INFO - Epoch: 251,	 Iter: 800,	 Loss: 1.01425,	 Val-Acc1: 1.34 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 05:59:45 - INFO - Epoch: 252,	 Iter: 0,	 Loss: 0.86355,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 06:00:02 - INFO - Epoch: 252,	 Iter: 100,	 Loss: 0.85059,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.70
2021-01-25 06:00:20 - INFO - Epoch: 252,	 Iter: 200,	 Loss: 1.20771,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.70
2021-01-25 06:00:37 - INFO - Epoch: 252,	 Iter: 300,	 Loss: 0.94634,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 06:00:54 - INFO - Epoch: 252,	 Iter: 400,	 Loss: 0.98406,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 06:01:12 - INFO - Epoch: 252,	 Iter: 500,	 Loss: 0.92680,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.62
2021-01-25 06:01:29 - INFO - Epoch: 252,	 Iter: 600,	 Loss: 0.90198,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.74
2021-01-25 06:01:46 - INFO - Epoch: 252,	 Iter: 700,	 Loss: 0.82726,	 Val-Acc1: 0.64 (Best: 70.82),	 Val-Acc5: 5.74
2021-01-25 06:02:03 - INFO - Epoch: 252,	 Iter: 800,	 Loss: 0.85755,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 4.60
2021-01-25 06:02:24 - INFO - Epoch: 253,	 Iter: 0,	 Loss: 0.96104,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 06:02:42 - INFO - Epoch: 253,	 Iter: 100,	 Loss: 0.71778,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 06:02:59 - INFO - Epoch: 253,	 Iter: 200,	 Loss: 1.13360,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 4.86
2021-01-25 06:03:16 - INFO - Epoch: 253,	 Iter: 300,	 Loss: 0.91015,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:03:33 - INFO - Epoch: 253,	 Iter: 400,	 Loss: 0.98065,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 06:03:50 - INFO - Epoch: 253,	 Iter: 500,	 Loss: 1.05450,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 5.70
2021-01-25 06:04:08 - INFO - Epoch: 253,	 Iter: 600,	 Loss: 0.91431,	 Val-Acc1: 1.22 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 06:04:25 - INFO - Epoch: 253,	 Iter: 700,	 Loss: 0.79932,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 06:04:42 - INFO - Epoch: 253,	 Iter: 800,	 Loss: 0.76527,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 5.56
2021-01-25 06:05:03 - INFO - Epoch: 254,	 Iter: 0,	 Loss: 1.08974,	 Val-Acc1: 1.14 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 06:05:20 - INFO - Epoch: 254,	 Iter: 100,	 Loss: 0.89649,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 4.90
2021-01-25 06:05:37 - INFO - Epoch: 254,	 Iter: 200,	 Loss: 0.85666,	 Val-Acc1: 1.40 (Best: 70.82),	 Val-Acc5: 5.60
2021-01-25 06:05:55 - INFO - Epoch: 254,	 Iter: 300,	 Loss: 1.07470,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:06:12 - INFO - Epoch: 254,	 Iter: 400,	 Loss: 0.85142,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.38
2021-01-25 06:06:29 - INFO - Epoch: 254,	 Iter: 500,	 Loss: 0.92730,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.34
2021-01-25 06:06:46 - INFO - Epoch: 254,	 Iter: 600,	 Loss: 0.88070,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 06:07:03 - INFO - Epoch: 254,	 Iter: 700,	 Loss: 0.83029,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:07:20 - INFO - Epoch: 254,	 Iter: 800,	 Loss: 0.82555,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.92
2021-01-25 06:07:42 - INFO - Epoch: 255,	 Iter: 0,	 Loss: 0.96045,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:07:59 - INFO - Epoch: 255,	 Iter: 100,	 Loss: 1.04978,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.62
2021-01-25 06:08:16 - INFO - Epoch: 255,	 Iter: 200,	 Loss: 0.88302,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 4.80
2021-01-25 06:08:33 - INFO - Epoch: 255,	 Iter: 300,	 Loss: 0.94540,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 06:08:50 - INFO - Epoch: 255,	 Iter: 400,	 Loss: 0.85553,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.38
2021-01-25 06:09:07 - INFO - Epoch: 255,	 Iter: 500,	 Loss: 0.89502,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.74
2021-01-25 06:09:25 - INFO - Epoch: 255,	 Iter: 600,	 Loss: 1.04088,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.48
2021-01-25 06:09:42 - INFO - Epoch: 255,	 Iter: 700,	 Loss: 1.03554,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 06:09:59 - INFO - Epoch: 255,	 Iter: 800,	 Loss: 1.00497,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 06:10:20 - INFO - Epoch: 256,	 Iter: 0,	 Loss: 0.81671,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 06:10:37 - INFO - Epoch: 256,	 Iter: 100,	 Loss: 1.04397,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.60
2021-01-25 06:10:54 - INFO - Epoch: 256,	 Iter: 200,	 Loss: 0.98847,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.38
2021-01-25 06:11:11 - INFO - Epoch: 256,	 Iter: 300,	 Loss: 0.81290,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 06:11:29 - INFO - Epoch: 256,	 Iter: 400,	 Loss: 0.93816,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 5.00
2021-01-25 06:11:46 - INFO - Epoch: 256,	 Iter: 500,	 Loss: 0.87777,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 06:12:03 - INFO - Epoch: 256,	 Iter: 600,	 Loss: 0.83875,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 6.02
2021-01-25 06:12:20 - INFO - Epoch: 256,	 Iter: 700,	 Loss: 0.88435,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.96
2021-01-25 06:12:37 - INFO - Epoch: 256,	 Iter: 800,	 Loss: 1.10342,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:12:58 - INFO - Epoch: 257,	 Iter: 0,	 Loss: 0.90456,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.14
2021-01-25 06:13:15 - INFO - Epoch: 257,	 Iter: 100,	 Loss: 1.02600,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 06:13:32 - INFO - Epoch: 257,	 Iter: 200,	 Loss: 0.89849,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:13:50 - INFO - Epoch: 257,	 Iter: 300,	 Loss: 1.11489,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 06:14:07 - INFO - Epoch: 257,	 Iter: 400,	 Loss: 0.87246,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.64
2021-01-25 06:14:24 - INFO - Epoch: 257,	 Iter: 500,	 Loss: 1.11346,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:14:41 - INFO - Epoch: 257,	 Iter: 600,	 Loss: 0.93484,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 06:14:58 - INFO - Epoch: 257,	 Iter: 700,	 Loss: 0.96184,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 06:15:15 - INFO - Epoch: 257,	 Iter: 800,	 Loss: 1.29167,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.52
2021-01-25 06:15:37 - INFO - Epoch: 258,	 Iter: 0,	 Loss: 0.93022,	 Val-Acc1: 0.64 (Best: 70.82),	 Val-Acc5: 6.24
2021-01-25 06:15:54 - INFO - Epoch: 258,	 Iter: 100,	 Loss: 0.91531,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 06:16:11 - INFO - Epoch: 258,	 Iter: 200,	 Loss: 0.90357,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 06:16:28 - INFO - Epoch: 258,	 Iter: 300,	 Loss: 0.90751,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 5.64
2021-01-25 06:16:45 - INFO - Epoch: 258,	 Iter: 400,	 Loss: 0.97443,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.40
2021-01-25 06:17:02 - INFO - Epoch: 258,	 Iter: 500,	 Loss: 0.75359,	 Val-Acc1: 1.44 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 06:17:19 - INFO - Epoch: 258,	 Iter: 600,	 Loss: 0.90105,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.56
2021-01-25 06:17:36 - INFO - Epoch: 258,	 Iter: 700,	 Loss: 0.85122,	 Val-Acc1: 1.36 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:17:54 - INFO - Epoch: 258,	 Iter: 800,	 Loss: 1.12780,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 06:18:16 - INFO - Epoch: 259,	 Iter: 0,	 Loss: 1.10714,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 4.88
2021-01-25 06:18:33 - INFO - Epoch: 259,	 Iter: 100,	 Loss: 0.80196,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 4.84
2021-01-25 06:18:51 - INFO - Epoch: 259,	 Iter: 200,	 Loss: 0.87759,	 Val-Acc1: 1.28 (Best: 70.82),	 Val-Acc5: 5.74
2021-01-25 06:19:08 - INFO - Epoch: 259,	 Iter: 300,	 Loss: 1.13149,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 4.78
2021-01-25 06:19:25 - INFO - Epoch: 259,	 Iter: 400,	 Loss: 0.93448,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 06:19:42 - INFO - Epoch: 259,	 Iter: 500,	 Loss: 0.83065,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:19:59 - INFO - Epoch: 259,	 Iter: 600,	 Loss: 0.87527,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 06:20:16 - INFO - Epoch: 259,	 Iter: 700,	 Loss: 0.95509,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.06
2021-01-25 06:20:33 - INFO - Epoch: 259,	 Iter: 800,	 Loss: 0.86201,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:20:55 - INFO - Epoch: 260,	 Iter: 0,	 Loss: 0.93119,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 5.30
2021-01-25 06:21:12 - INFO - Epoch: 260,	 Iter: 100,	 Loss: 0.85268,	 Val-Acc1: 1.48 (Best: 70.82),	 Val-Acc5: 5.58
2021-01-25 06:21:29 - INFO - Epoch: 260,	 Iter: 200,	 Loss: 0.94849,	 Val-Acc1: 1.40 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:21:46 - INFO - Epoch: 260,	 Iter: 300,	 Loss: 1.05577,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.30
2021-01-25 06:22:03 - INFO - Epoch: 260,	 Iter: 400,	 Loss: 1.04160,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.78
2021-01-25 06:22:21 - INFO - Epoch: 260,	 Iter: 500,	 Loss: 0.94903,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 06:22:38 - INFO - Epoch: 260,	 Iter: 600,	 Loss: 0.92080,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.88
2021-01-25 06:22:55 - INFO - Epoch: 260,	 Iter: 700,	 Loss: 0.99094,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 06:23:12 - INFO - Epoch: 260,	 Iter: 800,	 Loss: 1.05229,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.38
2021-01-25 06:23:34 - INFO - Epoch: 261,	 Iter: 0,	 Loss: 1.07332,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 06:23:51 - INFO - Epoch: 261,	 Iter: 100,	 Loss: 0.99109,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 06:24:08 - INFO - Epoch: 261,	 Iter: 200,	 Loss: 0.91120,	 Val-Acc1: 1.18 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:24:25 - INFO - Epoch: 261,	 Iter: 300,	 Loss: 0.91238,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:24:42 - INFO - Epoch: 261,	 Iter: 400,	 Loss: 0.78884,	 Val-Acc1: 0.86 (Best: 70.82),	 Val-Acc5: 5.78
2021-01-25 06:24:59 - INFO - Epoch: 261,	 Iter: 500,	 Loss: 0.77646,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:25:16 - INFO - Epoch: 261,	 Iter: 600,	 Loss: 0.97347,	 Val-Acc1: 1.50 (Best: 70.82),	 Val-Acc5: 5.52
2021-01-25 06:25:33 - INFO - Epoch: 261,	 Iter: 700,	 Loss: 1.08771,	 Val-Acc1: 0.80 (Best: 70.82),	 Val-Acc5: 4.72
2021-01-25 06:25:50 - INFO - Epoch: 261,	 Iter: 800,	 Loss: 1.18941,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 06:26:12 - INFO - Epoch: 262,	 Iter: 0,	 Loss: 0.98729,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 06:26:29 - INFO - Epoch: 262,	 Iter: 100,	 Loss: 1.04777,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.76
2021-01-25 06:26:46 - INFO - Epoch: 262,	 Iter: 200,	 Loss: 1.00771,	 Val-Acc1: 1.06 (Best: 70.82),	 Val-Acc5: 5.30
2021-01-25 06:27:03 - INFO - Epoch: 262,	 Iter: 300,	 Loss: 0.66990,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 06:27:20 - INFO - Epoch: 262,	 Iter: 400,	 Loss: 0.91566,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:27:37 - INFO - Epoch: 262,	 Iter: 500,	 Loss: 0.90882,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:27:54 - INFO - Epoch: 262,	 Iter: 600,	 Loss: 0.95171,	 Val-Acc1: 1.36 (Best: 70.82),	 Val-Acc5: 5.70
2021-01-25 06:28:11 - INFO - Epoch: 262,	 Iter: 700,	 Loss: 0.81988,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.70
2021-01-25 06:28:28 - INFO - Epoch: 262,	 Iter: 800,	 Loss: 0.86295,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.70
2021-01-25 06:28:49 - INFO - Epoch: 263,	 Iter: 0,	 Loss: 0.78298,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:29:06 - INFO - Epoch: 263,	 Iter: 100,	 Loss: 0.80361,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.08
2021-01-25 06:29:23 - INFO - Epoch: 263,	 Iter: 200,	 Loss: 1.21404,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:29:40 - INFO - Epoch: 263,	 Iter: 300,	 Loss: 1.00231,	 Val-Acc1: 1.46 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 06:29:57 - INFO - Epoch: 263,	 Iter: 400,	 Loss: 0.87704,	 Val-Acc1: 0.84 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 06:30:14 - INFO - Epoch: 263,	 Iter: 500,	 Loss: 0.98009,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.60
2021-01-25 06:30:31 - INFO - Epoch: 263,	 Iter: 600,	 Loss: 0.95211,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.64
2021-01-25 06:30:48 - INFO - Epoch: 263,	 Iter: 700,	 Loss: 0.88182,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.34
2021-01-25 06:31:05 - INFO - Epoch: 263,	 Iter: 800,	 Loss: 0.84138,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:31:27 - INFO - Epoch: 264,	 Iter: 0,	 Loss: 0.92855,	 Val-Acc1: 1.32 (Best: 70.82),	 Val-Acc5: 5.76
2021-01-25 06:31:44 - INFO - Epoch: 264,	 Iter: 100,	 Loss: 0.96154,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 6.06
2021-01-25 06:32:01 - INFO - Epoch: 264,	 Iter: 200,	 Loss: 1.06540,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 06:32:19 - INFO - Epoch: 264,	 Iter: 300,	 Loss: 0.98137,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 06:32:36 - INFO - Epoch: 264,	 Iter: 400,	 Loss: 1.07445,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.18
2021-01-25 06:32:53 - INFO - Epoch: 264,	 Iter: 500,	 Loss: 0.85186,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 5.46
2021-01-25 06:33:10 - INFO - Epoch: 264,	 Iter: 600,	 Loss: 0.93125,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.90
2021-01-25 06:33:27 - INFO - Epoch: 264,	 Iter: 700,	 Loss: 1.46277,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.32
2021-01-25 06:33:44 - INFO - Epoch: 264,	 Iter: 800,	 Loss: 1.03730,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.78
2021-01-25 06:34:06 - INFO - Epoch: 265,	 Iter: 0,	 Loss: 1.09894,	 Val-Acc1: 1.32 (Best: 70.82),	 Val-Acc5: 5.84
2021-01-25 06:34:23 - INFO - Epoch: 265,	 Iter: 100,	 Loss: 1.00261,	 Val-Acc1: 1.16 (Best: 70.82),	 Val-Acc5: 5.58
2021-01-25 06:34:40 - INFO - Epoch: 265,	 Iter: 200,	 Loss: 0.99786,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.80
2021-01-25 06:34:57 - INFO - Epoch: 265,	 Iter: 300,	 Loss: 0.78018,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 5.56
2021-01-25 06:35:14 - INFO - Epoch: 265,	 Iter: 400,	 Loss: 0.83063,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.62
2021-01-25 06:35:31 - INFO - Epoch: 265,	 Iter: 500,	 Loss: 0.87237,	 Val-Acc1: 1.08 (Best: 70.82),	 Val-Acc5: 5.28
2021-01-25 06:35:48 - INFO - Epoch: 265,	 Iter: 600,	 Loss: 0.89208,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.88
2021-01-25 06:36:06 - INFO - Epoch: 265,	 Iter: 700,	 Loss: 1.02376,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.60
2021-01-25 06:36:23 - INFO - Epoch: 265,	 Iter: 800,	 Loss: 0.85700,	 Val-Acc1: 0.92 (Best: 70.82),	 Val-Acc5: 5.86
2021-01-25 06:36:44 - INFO - Epoch: 266,	 Iter: 0,	 Loss: 0.89553,	 Val-Acc1: 1.32 (Best: 70.82),	 Val-Acc5: 5.16
2021-01-25 06:37:01 - INFO - Epoch: 266,	 Iter: 100,	 Loss: 0.98479,	 Val-Acc1: 1.26 (Best: 70.82),	 Val-Acc5: 5.80
2021-01-25 06:37:18 - INFO - Epoch: 266,	 Iter: 200,	 Loss: 1.02988,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.58
2021-01-25 06:37:35 - INFO - Epoch: 266,	 Iter: 300,	 Loss: 1.03199,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.38
2021-01-25 06:37:52 - INFO - Epoch: 266,	 Iter: 400,	 Loss: 0.97234,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 06:38:09 - INFO - Epoch: 266,	 Iter: 500,	 Loss: 0.95998,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.90
2021-01-25 06:38:26 - INFO - Epoch: 266,	 Iter: 600,	 Loss: 1.16040,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.60
2021-01-25 06:38:26 - INFO - lr: 5.120000000000003e-09
2021-01-25 06:38:43 - INFO - Epoch: 266,	 Iter: 700,	 Loss: 0.87684,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 06:39:00 - INFO - Epoch: 266,	 Iter: 800,	 Loss: 1.10264,	 Val-Acc1: 1.20 (Best: 70.82),	 Val-Acc5: 5.20
2021-01-25 06:39:22 - INFO - Epoch: 267,	 Iter: 0,	 Loss: 0.92863,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.74
2021-01-25 06:39:39 - INFO - Epoch: 267,	 Iter: 100,	 Loss: 1.16247,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 06:39:56 - INFO - Epoch: 267,	 Iter: 200,	 Loss: 0.84572,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 4.76
2021-01-25 06:40:13 - INFO - Epoch: 267,	 Iter: 300,	 Loss: 0.75200,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.24
2021-01-25 06:40:30 - INFO - Epoch: 267,	 Iter: 400,	 Loss: 0.97454,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 5.62
2021-01-25 06:40:47 - INFO - Epoch: 267,	 Iter: 500,	 Loss: 1.07916,	 Val-Acc1: 1.02 (Best: 70.82),	 Val-Acc5: 5.90
2021-01-25 06:41:04 - INFO - Epoch: 267,	 Iter: 600,	 Loss: 1.19231,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 6.06
2021-01-25 06:41:21 - INFO - Epoch: 267,	 Iter: 700,	 Loss: 1.02190,	 Val-Acc1: 0.76 (Best: 70.82),	 Val-Acc5: 5.16
2021-01-25 06:41:38 - INFO - Epoch: 267,	 Iter: 800,	 Loss: 0.88598,	 Val-Acc1: 1.22 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 06:42:00 - INFO - Epoch: 268,	 Iter: 0,	 Loss: 1.06765,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.56
2021-01-25 06:42:17 - INFO - Epoch: 268,	 Iter: 100,	 Loss: 0.95170,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:42:34 - INFO - Epoch: 268,	 Iter: 200,	 Loss: 0.94175,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.76
2021-01-25 06:42:51 - INFO - Epoch: 268,	 Iter: 300,	 Loss: 1.10379,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 06:43:08 - INFO - Epoch: 268,	 Iter: 400,	 Loss: 0.98260,	 Val-Acc1: 1.22 (Best: 70.82),	 Val-Acc5: 5.68
2021-01-25 06:43:25 - INFO - Epoch: 268,	 Iter: 500,	 Loss: 0.87892,	 Val-Acc1: 1.40 (Best: 70.82),	 Val-Acc5: 5.66
2021-01-25 06:43:42 - INFO - Epoch: 268,	 Iter: 600,	 Loss: 0.96189,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.80
2021-01-25 06:44:00 - INFO - Epoch: 268,	 Iter: 700,	 Loss: 0.93305,	 Val-Acc1: 1.40 (Best: 70.82),	 Val-Acc5: 5.50
2021-01-25 06:44:17 - INFO - Epoch: 268,	 Iter: 800,	 Loss: 1.28682,	 Val-Acc1: 1.30 (Best: 70.82),	 Val-Acc5: 5.94
2021-01-25 06:44:39 - INFO - Epoch: 269,	 Iter: 0,	 Loss: 1.02944,	 Val-Acc1: 1.40 (Best: 70.82),	 Val-Acc5: 5.78
2021-01-25 06:44:56 - INFO - Epoch: 269,	 Iter: 100,	 Loss: 1.23266,	 Val-Acc1: 1.04 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 06:45:13 - INFO - Epoch: 269,	 Iter: 200,	 Loss: 1.15070,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.82
2021-01-25 06:45:30 - INFO - Epoch: 269,	 Iter: 300,	 Loss: 0.97214,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.74
2021-01-25 06:45:47 - INFO - Epoch: 269,	 Iter: 400,	 Loss: 0.73271,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.16
2021-01-25 06:46:04 - INFO - Epoch: 269,	 Iter: 500,	 Loss: 1.04205,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 5.54
2021-01-25 06:46:21 - INFO - Epoch: 269,	 Iter: 600,	 Loss: 1.07398,	 Val-Acc1: 1.58 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 06:46:38 - INFO - Epoch: 269,	 Iter: 700,	 Loss: 1.16870,	 Val-Acc1: 1.34 (Best: 70.82),	 Val-Acc5: 5.42
2021-01-25 06:46:55 - INFO - Epoch: 269,	 Iter: 800,	 Loss: 1.00685,	 Val-Acc1: 0.96 (Best: 70.82),	 Val-Acc5: 5.26
2021-01-25 06:47:16 - INFO - Epoch: 270,	 Iter: 0,	 Loss: 0.87965,	 Val-Acc1: 1.10 (Best: 70.82),	 Val-Acc5: 5.58
2021-01-25 06:47:33 - INFO - Epoch: 270,	 Iter: 100,	 Loss: 0.96054,	 Val-Acc1: 0.74 (Best: 70.82),	 Val-Acc5: 5.82
2021-01-25 06:47:50 - INFO - Epoch: 270,	 Iter: 200,	 Loss: 0.97461,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.94
2021-01-25 06:48:08 - INFO - Epoch: 270,	 Iter: 300,	 Loss: 0.87868,	 Val-Acc1: 0.88 (Best: 70.82),	 Val-Acc5: 5.10
2021-01-25 06:48:25 - INFO - Epoch: 270,	 Iter: 400,	 Loss: 0.88194,	 Val-Acc1: 0.98 (Best: 70.82),	 Val-Acc5: 5.72
2021-01-25 06:48:42 - INFO - Epoch: 270,	 Iter: 500,	 Loss: 0.74750,	 Val-Acc1: 0.94 (Best: 70.82),	 Val-Acc5: 5.78
2021-01-25 06:49:00 - INFO - Epoch: 270,	 Iter: 600,	 Loss: 1.08329,	 Val-Acc1: 0.36 (Best: 70.82),	 Val-Acc5: 5.44
2021-01-25 06:49:17 - INFO - Epoch: 270,	 Iter: 700,	 Loss: 1.23727,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.40
2021-01-25 06:49:34 - INFO - Epoch: 270,	 Iter: 800,	 Loss: 0.82524,	 Val-Acc1: 0.82 (Best: 70.82),	 Val-Acc5: 5.84
2021-01-25 06:49:56 - INFO - Epoch: 271,	 Iter: 0,	 Loss: 0.92532,	 Val-Acc1: 0.68 (Best: 70.82),	 Val-Acc5: 5.04
2021-01-25 06:50:12 - INFO - Epoch: 271,	 Iter: 100,	 Loss: 1.01836,	 Val-Acc1: 1.00 (Best: 70.82),	 Val-Acc5: 5.48
2021-01-25 06:50:30 - INFO - Epoch: 271,	 Iter: 200,	 Loss: 0.74142,	 Val-Acc1: 0.62 (Best: 70.82),	 Val-Acc5: 4.82
2021-01-25 06:50:47 - INFO - Epoch: 271,	 Iter: 300,	 Loss: 0.99186,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.36
2021-01-25 06:51:04 - INFO - Epoch: 271,	 Iter: 400,	 Loss: 0.77237,	 Val-Acc1: 1.38 (Best: 70.82),	 Val-Acc5: 5.80
2021-01-25 06:51:21 - INFO - Epoch: 271,	 Iter: 500,	 Loss: 0.79614,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.18
2021-01-25 06:51:38 - INFO - Epoch: 271,	 Iter: 600,	 Loss: 1.10702,	 Val-Acc1: 1.32 (Best: 70.82),	 Val-Acc5: 5.58
2021-01-25 06:51:55 - INFO - Epoch: 271,	 Iter: 700,	 Loss: 1.13272,	 Val-Acc1: 1.42 (Best: 70.82),	 Val-Acc5: 5.22
2021-01-25 06:52:12 - INFO - Epoch: 271,	 Iter: 800,	 Loss: 1.05056,	 Val-Acc1: 1.12 (Best: 70.82),	 Val-Acc5: 5.56
