2021-01-24 08:31:24 - INFO - Saving to ./out/CIFAR10/VGG16BinaryConnect/PMF/2021-01-24_08-31-24
2021-01-24 08:31:26 - DEBUG - Run arguments: Namespace(architecture='VGG16BinaryConnect', batch_size=50, beta_interval=100, beta_scale=1.05, data_path='./Datasets/CIFAR10', dataset='CIFAR10', 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=10, pr_interval=100, pretrained_model='', quant_levels=2, resume='', rounding='ARGMAX', save_dir='./out/CIFAR10/VGG16BinaryConnect/PMF/2021-01-24_08-31-24', save_name='./out/CIFAR10/VGG16BinaryConnect/PMF/2021-01-24_08-31-24/best_model.pth.tar', val_set='TRAIN', weight_decay=0.0001)
2021-01-24 08:31:32 - 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=20, bias=False)
  )
  (bn9): BatchNorm1d(10, eps=1e-05, momentum=0.1, affine=False, track_running_stats=True)
)
2021-01-24 08:31:32 - INFO - Number of parameters: 28044032
2021-01-24 08:31:32 - INFO - Training...
2021-01-24 08:31:37 - INFO - Epoch: 0,	 Iter: 0,	 Loss: 2.65559,	 Val-Acc1: 10.22 (Best: 10.22),	 Val-Acc5: 49.06
2021-01-24 08:31:37 - INFO - lr: 0.002
2021-01-24 08:31:54 - INFO - Epoch: 0,	 Iter: 100,	 Loss: 2.02821,	 Val-Acc1: 10.24 (Best: 10.24),	 Val-Acc5: 52.12
2021-01-24 08:32:11 - INFO - Epoch: 0,	 Iter: 200,	 Loss: 1.81450,	 Val-Acc1: 10.82 (Best: 10.82),	 Val-Acc5: 52.78
2021-01-24 08:32:28 - INFO - Epoch: 0,	 Iter: 300,	 Loss: 1.56855,	 Val-Acc1: 9.76 (Best: 10.82),	 Val-Acc5: 53.04
2021-01-24 08:32:45 - INFO - Epoch: 0,	 Iter: 400,	 Loss: 1.45920,	 Val-Acc1: 9.66 (Best: 10.82),	 Val-Acc5: 50.72
2021-01-24 08:33:02 - INFO - Epoch: 0,	 Iter: 500,	 Loss: 1.46093,	 Val-Acc1: 9.86 (Best: 10.82),	 Val-Acc5: 49.64
2021-01-24 08:33:19 - INFO - Epoch: 0,	 Iter: 600,	 Loss: 1.56740,	 Val-Acc1: 9.42 (Best: 10.82),	 Val-Acc5: 50.36
2021-01-24 08:33:36 - INFO - Epoch: 0,	 Iter: 700,	 Loss: 1.20849,	 Val-Acc1: 10.86 (Best: 10.86),	 Val-Acc5: 51.46
2021-01-24 08:33:53 - INFO - Epoch: 0,	 Iter: 800,	 Loss: 1.12533,	 Val-Acc1: 10.10 (Best: 10.86),	 Val-Acc5: 51.48
2021-01-24 08:34:14 - INFO - Epoch: 1,	 Iter: 0,	 Loss: 1.46107,	 Val-Acc1: 10.30 (Best: 10.86),	 Val-Acc5: 49.84
2021-01-24 08:34:31 - INFO - Epoch: 1,	 Iter: 100,	 Loss: 1.25977,	 Val-Acc1: 9.76 (Best: 10.86),	 Val-Acc5: 50.54
2021-01-24 08:34:49 - INFO - Epoch: 1,	 Iter: 200,	 Loss: 1.46143,	 Val-Acc1: 9.80 (Best: 10.86),	 Val-Acc5: 49.66
2021-01-24 08:35:08 - INFO - Epoch: 1,	 Iter: 300,	 Loss: 1.00127,	 Val-Acc1: 9.40 (Best: 10.86),	 Val-Acc5: 48.66
2021-01-24 08:35:26 - INFO - Epoch: 1,	 Iter: 400,	 Loss: 1.14982,	 Val-Acc1: 9.76 (Best: 10.86),	 Val-Acc5: 49.38
2021-01-24 08:35:45 - INFO - Epoch: 1,	 Iter: 500,	 Loss: 1.00570,	 Val-Acc1: 9.76 (Best: 10.86),	 Val-Acc5: 49.72
2021-01-24 08:36:04 - INFO - Epoch: 1,	 Iter: 600,	 Loss: 1.18323,	 Val-Acc1: 10.12 (Best: 10.86),	 Val-Acc5: 50.18
2021-01-24 08:36:23 - INFO - Epoch: 1,	 Iter: 700,	 Loss: 1.12006,	 Val-Acc1: 10.94 (Best: 10.94),	 Val-Acc5: 49.66
2021-01-24 08:36:42 - INFO - Epoch: 1,	 Iter: 800,	 Loss: 1.37111,	 Val-Acc1: 10.56 (Best: 10.94),	 Val-Acc5: 50.54
2021-01-24 08:37:06 - INFO - Epoch: 2,	 Iter: 0,	 Loss: 1.08032,	 Val-Acc1: 9.74 (Best: 10.94),	 Val-Acc5: 50.54
2021-01-24 08:37:25 - INFO - Epoch: 2,	 Iter: 100,	 Loss: 1.32139,	 Val-Acc1: 9.76 (Best: 10.94),	 Val-Acc5: 51.20
2021-01-24 08:37:44 - INFO - Epoch: 2,	 Iter: 200,	 Loss: 0.93106,	 Val-Acc1: 9.70 (Best: 10.94),	 Val-Acc5: 49.66
2021-01-24 08:38:03 - INFO - Epoch: 2,	 Iter: 300,	 Loss: 1.16925,	 Val-Acc1: 9.96 (Best: 10.94),	 Val-Acc5: 50.54
2021-01-24 08:38:22 - INFO - Epoch: 2,	 Iter: 400,	 Loss: 1.08594,	 Val-Acc1: 9.76 (Best: 10.94),	 Val-Acc5: 50.58
2021-01-24 08:38:41 - INFO - Epoch: 2,	 Iter: 500,	 Loss: 0.83329,	 Val-Acc1: 9.90 (Best: 10.94),	 Val-Acc5: 50.54
2021-01-24 08:39:00 - INFO - Epoch: 2,	 Iter: 600,	 Loss: 0.97435,	 Val-Acc1: 9.94 (Best: 10.94),	 Val-Acc5: 50.08
2021-01-24 08:39:19 - INFO - Epoch: 2,	 Iter: 700,	 Loss: 0.84134,	 Val-Acc1: 10.62 (Best: 10.94),	 Val-Acc5: 50.06
2021-01-24 08:39:38 - INFO - Epoch: 2,	 Iter: 800,	 Loss: 1.02820,	 Val-Acc1: 9.76 (Best: 10.94),	 Val-Acc5: 50.98
2021-01-24 08:40:01 - INFO - Epoch: 3,	 Iter: 0,	 Loss: 1.09868,	 Val-Acc1: 9.94 (Best: 10.94),	 Val-Acc5: 51.40
2021-01-24 08:40:20 - INFO - Epoch: 3,	 Iter: 100,	 Loss: 0.91510,	 Val-Acc1: 9.88 (Best: 10.94),	 Val-Acc5: 52.28
2021-01-24 08:40:39 - INFO - Epoch: 3,	 Iter: 200,	 Loss: 0.88536,	 Val-Acc1: 9.76 (Best: 10.94),	 Val-Acc5: 50.86
2021-01-24 08:40:58 - INFO - Epoch: 3,	 Iter: 300,	 Loss: 1.00669,	 Val-Acc1: 8.22 (Best: 10.94),	 Val-Acc5: 52.08
2021-01-24 08:41:17 - INFO - Epoch: 3,	 Iter: 400,	 Loss: 0.88964,	 Val-Acc1: 10.28 (Best: 10.94),	 Val-Acc5: 52.26
2021-01-24 08:41:36 - INFO - Epoch: 3,	 Iter: 500,	 Loss: 0.89550,	 Val-Acc1: 9.86 (Best: 10.94),	 Val-Acc5: 52.12
2021-01-24 08:41:54 - INFO - Epoch: 3,	 Iter: 600,	 Loss: 1.07901,	 Val-Acc1: 10.50 (Best: 10.94),	 Val-Acc5: 50.22
2021-01-24 08:42:13 - INFO - Epoch: 3,	 Iter: 700,	 Loss: 1.13170,	 Val-Acc1: 9.98 (Best: 10.94),	 Val-Acc5: 49.96
2021-01-24 08:42:33 - INFO - Epoch: 3,	 Iter: 800,	 Loss: 0.90402,	 Val-Acc1: 9.66 (Best: 10.94),	 Val-Acc5: 54.56
2021-01-24 08:42:56 - INFO - Epoch: 4,	 Iter: 0,	 Loss: 0.81103,	 Val-Acc1: 9.86 (Best: 10.94),	 Val-Acc5: 51.96
2021-01-24 08:43:15 - INFO - Epoch: 4,	 Iter: 100,	 Loss: 1.05115,	 Val-Acc1: 11.32 (Best: 11.32),	 Val-Acc5: 49.34
2021-01-24 08:43:33 - INFO - Epoch: 4,	 Iter: 200,	 Loss: 0.97428,	 Val-Acc1: 9.84 (Best: 11.32),	 Val-Acc5: 50.08
2021-01-24 08:43:52 - INFO - Epoch: 4,	 Iter: 300,	 Loss: 0.94507,	 Val-Acc1: 10.00 (Best: 11.32),	 Val-Acc5: 50.32
2021-01-24 08:44:11 - INFO - Epoch: 4,	 Iter: 400,	 Loss: 0.99492,	 Val-Acc1: 9.88 (Best: 11.32),	 Val-Acc5: 51.54
2021-01-24 08:44:30 - INFO - Epoch: 4,	 Iter: 500,	 Loss: 0.79843,	 Val-Acc1: 9.92 (Best: 11.32),	 Val-Acc5: 53.04
2021-01-24 08:44:49 - INFO - Epoch: 4,	 Iter: 600,	 Loss: 0.91900,	 Val-Acc1: 9.96 (Best: 11.32),	 Val-Acc5: 55.32
2021-01-24 08:45:08 - INFO - Epoch: 4,	 Iter: 700,	 Loss: 0.86341,	 Val-Acc1: 18.70 (Best: 18.70),	 Val-Acc5: 55.18
2021-01-24 08:45:28 - INFO - Epoch: 4,	 Iter: 800,	 Loss: 1.04943,	 Val-Acc1: 19.54 (Best: 19.54),	 Val-Acc5: 58.98
2021-01-24 08:45:50 - INFO - Epoch: 5,	 Iter: 0,	 Loss: 0.90850,	 Val-Acc1: 13.26 (Best: 19.54),	 Val-Acc5: 55.66
2021-01-24 08:46:09 - INFO - Epoch: 5,	 Iter: 100,	 Loss: 0.86314,	 Val-Acc1: 19.08 (Best: 19.54),	 Val-Acc5: 55.88
2021-01-24 08:46:28 - INFO - Epoch: 5,	 Iter: 200,	 Loss: 1.01421,	 Val-Acc1: 14.70 (Best: 19.54),	 Val-Acc5: 62.02
2021-01-24 08:46:47 - INFO - Epoch: 5,	 Iter: 300,	 Loss: 0.86523,	 Val-Acc1: 18.94 (Best: 19.54),	 Val-Acc5: 56.94
2021-01-24 08:47:06 - INFO - Epoch: 5,	 Iter: 400,	 Loss: 0.88001,	 Val-Acc1: 16.16 (Best: 19.54),	 Val-Acc5: 55.24
2021-01-24 08:47:25 - INFO - Epoch: 5,	 Iter: 500,	 Loss: 0.87883,	 Val-Acc1: 19.60 (Best: 19.60),	 Val-Acc5: 52.42
2021-01-24 08:47:44 - INFO - Epoch: 5,	 Iter: 600,	 Loss: 0.76371,	 Val-Acc1: 21.70 (Best: 21.70),	 Val-Acc5: 61.20
2021-01-24 08:48:04 - INFO - Epoch: 5,	 Iter: 700,	 Loss: 1.04408,	 Val-Acc1: 25.26 (Best: 25.26),	 Val-Acc5: 62.90
2021-01-24 08:48:23 - INFO - Epoch: 5,	 Iter: 800,	 Loss: 0.76226,	 Val-Acc1: 26.50 (Best: 26.50),	 Val-Acc5: 68.14
2021-01-24 08:48:47 - INFO - Epoch: 6,	 Iter: 0,	 Loss: 1.07425,	 Val-Acc1: 30.24 (Best: 30.24),	 Val-Acc5: 74.46
2021-01-24 08:49:06 - INFO - Epoch: 6,	 Iter: 100,	 Loss: 0.93468,	 Val-Acc1: 30.52 (Best: 30.52),	 Val-Acc5: 69.22
2021-01-24 08:49:26 - INFO - Epoch: 6,	 Iter: 200,	 Loss: 0.87227,	 Val-Acc1: 32.56 (Best: 32.56),	 Val-Acc5: 72.46
2021-01-24 08:49:45 - INFO - Epoch: 6,	 Iter: 300,	 Loss: 0.94433,	 Val-Acc1: 33.80 (Best: 33.80),	 Val-Acc5: 73.00
2021-01-24 08:50:05 - INFO - Epoch: 6,	 Iter: 400,	 Loss: 1.06374,	 Val-Acc1: 37.68 (Best: 37.68),	 Val-Acc5: 75.36
2021-01-24 08:50:23 - INFO - Epoch: 6,	 Iter: 500,	 Loss: 0.92744,	 Val-Acc1: 35.70 (Best: 37.68),	 Val-Acc5: 74.66
2021-01-24 08:50:42 - INFO - Epoch: 6,	 Iter: 600,	 Loss: 0.80950,	 Val-Acc1: 28.12 (Best: 37.68),	 Val-Acc5: 69.50
2021-01-24 08:51:02 - INFO - Epoch: 6,	 Iter: 700,	 Loss: 1.25484,	 Val-Acc1: 39.72 (Best: 39.72),	 Val-Acc5: 77.84
2021-01-24 08:51:21 - INFO - Epoch: 6,	 Iter: 800,	 Loss: 0.97600,	 Val-Acc1: 49.82 (Best: 49.82),	 Val-Acc5: 83.74
2021-01-24 08:51:45 - INFO - Epoch: 7,	 Iter: 0,	 Loss: 0.88612,	 Val-Acc1: 39.38 (Best: 49.82),	 Val-Acc5: 70.12
2021-01-24 08:52:04 - INFO - Epoch: 7,	 Iter: 100,	 Loss: 0.92377,	 Val-Acc1: 37.20 (Best: 49.82),	 Val-Acc5: 71.12
2021-01-24 08:52:23 - INFO - Epoch: 7,	 Iter: 200,	 Loss: 0.89714,	 Val-Acc1: 41.70 (Best: 49.82),	 Val-Acc5: 69.90
2021-01-24 08:52:41 - INFO - Epoch: 7,	 Iter: 300,	 Loss: 0.90312,	 Val-Acc1: 40.44 (Best: 49.82),	 Val-Acc5: 81.60
2021-01-24 08:53:01 - INFO - Epoch: 7,	 Iter: 400,	 Loss: 0.77233,	 Val-Acc1: 52.58 (Best: 52.58),	 Val-Acc5: 84.74
2021-01-24 08:53:20 - INFO - Epoch: 7,	 Iter: 500,	 Loss: 1.03550,	 Val-Acc1: 53.56 (Best: 53.56),	 Val-Acc5: 81.50
2021-01-24 08:53:39 - INFO - Epoch: 7,	 Iter: 600,	 Loss: 0.78686,	 Val-Acc1: 50.40 (Best: 53.56),	 Val-Acc5: 79.62
2021-01-24 08:53:58 - INFO - Epoch: 7,	 Iter: 700,	 Loss: 1.03932,	 Val-Acc1: 45.96 (Best: 53.56),	 Val-Acc5: 81.08
2021-01-24 08:54:18 - INFO - Epoch: 7,	 Iter: 800,	 Loss: 0.84265,	 Val-Acc1: 60.54 (Best: 60.54),	 Val-Acc5: 88.74
2021-01-24 08:54:41 - INFO - Epoch: 8,	 Iter: 0,	 Loss: 0.88913,	 Val-Acc1: 65.30 (Best: 65.30),	 Val-Acc5: 91.02
2021-01-24 08:55:00 - INFO - Epoch: 8,	 Iter: 100,	 Loss: 0.79148,	 Val-Acc1: 57.92 (Best: 65.30),	 Val-Acc5: 87.62
2021-01-24 08:55:19 - INFO - Epoch: 8,	 Iter: 200,	 Loss: 1.02327,	 Val-Acc1: 58.90 (Best: 65.30),	 Val-Acc5: 84.22
2021-01-24 08:55:38 - INFO - Epoch: 8,	 Iter: 300,	 Loss: 0.77260,	 Val-Acc1: 62.88 (Best: 65.30),	 Val-Acc5: 89.10
2021-01-24 08:55:57 - INFO - Epoch: 8,	 Iter: 400,	 Loss: 0.60515,	 Val-Acc1: 53.78 (Best: 65.30),	 Val-Acc5: 88.56
2021-01-24 08:56:16 - INFO - Epoch: 8,	 Iter: 500,	 Loss: 0.92829,	 Val-Acc1: 69.64 (Best: 69.64),	 Val-Acc5: 94.56
2021-01-24 08:56:35 - INFO - Epoch: 8,	 Iter: 600,	 Loss: 0.61532,	 Val-Acc1: 66.30 (Best: 69.64),	 Val-Acc5: 90.28
2021-01-24 08:56:54 - INFO - Epoch: 8,	 Iter: 700,	 Loss: 0.94750,	 Val-Acc1: 64.62 (Best: 69.64),	 Val-Acc5: 90.26
2021-01-24 08:57:13 - INFO - Epoch: 8,	 Iter: 800,	 Loss: 0.90778,	 Val-Acc1: 70.78 (Best: 70.78),	 Val-Acc5: 93.62
2021-01-24 08:57:37 - INFO - Epoch: 9,	 Iter: 0,	 Loss: 0.81342,	 Val-Acc1: 76.02 (Best: 76.02),	 Val-Acc5: 95.32
2021-01-24 08:57:56 - INFO - Epoch: 9,	 Iter: 100,	 Loss: 0.82894,	 Val-Acc1: 72.92 (Best: 76.02),	 Val-Acc5: 94.86
2021-01-24 08:58:15 - INFO - Epoch: 9,	 Iter: 200,	 Loss: 0.81101,	 Val-Acc1: 75.64 (Best: 76.02),	 Val-Acc5: 95.40
2021-01-24 08:58:34 - INFO - Epoch: 9,	 Iter: 300,	 Loss: 0.77607,	 Val-Acc1: 63.32 (Best: 76.02),	 Val-Acc5: 87.34
2021-01-24 08:58:54 - INFO - Epoch: 9,	 Iter: 400,	 Loss: 0.95030,	 Val-Acc1: 69.84 (Best: 76.02),	 Val-Acc5: 93.00
2021-01-24 08:59:13 - INFO - Epoch: 9,	 Iter: 500,	 Loss: 1.01214,	 Val-Acc1: 70.62 (Best: 76.02),	 Val-Acc5: 90.88
2021-01-24 08:59:32 - INFO - Epoch: 9,	 Iter: 600,	 Loss: 0.85259,	 Val-Acc1: 72.94 (Best: 76.02),	 Val-Acc5: 93.68
2021-01-24 08:59:51 - INFO - Epoch: 9,	 Iter: 700,	 Loss: 0.80550,	 Val-Acc1: 78.04 (Best: 78.04),	 Val-Acc5: 96.30
2021-01-24 09:00:10 - INFO - Epoch: 9,	 Iter: 800,	 Loss: 0.80710,	 Val-Acc1: 77.40 (Best: 78.04),	 Val-Acc5: 95.74
2021-01-24 09:00:33 - INFO - Epoch: 10,	 Iter: 0,	 Loss: 0.94351,	 Val-Acc1: 77.74 (Best: 78.04),	 Val-Acc5: 96.38
2021-01-24 09:00:52 - INFO - Epoch: 10,	 Iter: 100,	 Loss: 0.86538,	 Val-Acc1: 76.42 (Best: 78.04),	 Val-Acc5: 96.00
2021-01-24 09:01:11 - INFO - Epoch: 10,	 Iter: 200,	 Loss: 0.83898,	 Val-Acc1: 77.36 (Best: 78.04),	 Val-Acc5: 95.40
2021-01-24 09:01:31 - INFO - Epoch: 10,	 Iter: 300,	 Loss: 0.90345,	 Val-Acc1: 79.56 (Best: 79.56),	 Val-Acc5: 98.36
2021-01-24 09:01:50 - INFO - Epoch: 10,	 Iter: 400,	 Loss: 0.89232,	 Val-Acc1: 79.88 (Best: 79.88),	 Val-Acc5: 97.52
2021-01-24 09:02:09 - INFO - Epoch: 10,	 Iter: 500,	 Loss: 0.65191,	 Val-Acc1: 78.48 (Best: 79.88),	 Val-Acc5: 97.62
2021-01-24 09:02:29 - INFO - Epoch: 10,	 Iter: 600,	 Loss: 0.98150,	 Val-Acc1: 81.18 (Best: 81.18),	 Val-Acc5: 98.20
2021-01-24 09:02:48 - INFO - Epoch: 10,	 Iter: 700,	 Loss: 0.78398,	 Val-Acc1: 81.48 (Best: 81.48),	 Val-Acc5: 96.90
2021-01-24 09:03:08 - INFO - Epoch: 10,	 Iter: 800,	 Loss: 0.59169,	 Val-Acc1: 79.18 (Best: 81.48),	 Val-Acc5: 97.82
2021-01-24 09:03:31 - INFO - Epoch: 11,	 Iter: 0,	 Loss: 0.62945,	 Val-Acc1: 79.74 (Best: 81.48),	 Val-Acc5: 97.50
2021-01-24 09:03:50 - INFO - Epoch: 11,	 Iter: 100,	 Loss: 0.87183,	 Val-Acc1: 83.76 (Best: 83.76),	 Val-Acc5: 98.00
2021-01-24 09:04:10 - INFO - Epoch: 11,	 Iter: 200,	 Loss: 0.75647,	 Val-Acc1: 83.28 (Best: 83.76),	 Val-Acc5: 98.34
2021-01-24 09:04:29 - INFO - Epoch: 11,	 Iter: 300,	 Loss: 0.88182,	 Val-Acc1: 83.78 (Best: 83.78),	 Val-Acc5: 98.16
2021-01-24 09:04:48 - INFO - Epoch: 11,	 Iter: 400,	 Loss: 0.55135,	 Val-Acc1: 84.02 (Best: 84.02),	 Val-Acc5: 97.42
2021-01-24 09:05:07 - INFO - Epoch: 11,	 Iter: 500,	 Loss: 0.89426,	 Val-Acc1: 83.10 (Best: 84.02),	 Val-Acc5: 98.12
2021-01-24 09:05:26 - INFO - Epoch: 11,	 Iter: 600,	 Loss: 0.75523,	 Val-Acc1: 84.36 (Best: 84.36),	 Val-Acc5: 98.52
2021-01-24 09:05:45 - INFO - Epoch: 11,	 Iter: 700,	 Loss: 0.80050,	 Val-Acc1: 83.58 (Best: 84.36),	 Val-Acc5: 98.44
2021-01-24 09:06:04 - INFO - Epoch: 11,	 Iter: 800,	 Loss: 0.83973,	 Val-Acc1: 83.42 (Best: 84.36),	 Val-Acc5: 98.18
2021-01-24 09:06:28 - INFO - Epoch: 12,	 Iter: 0,	 Loss: 0.63231,	 Val-Acc1: 84.46 (Best: 84.60),	 Val-Acc5: 98.82
2021-01-24 09:06:46 - INFO - Epoch: 12,	 Iter: 100,	 Loss: 0.82750,	 Val-Acc1: 83.60 (Best: 84.60),	 Val-Acc5: 98.52
2021-01-24 09:07:05 - INFO - Epoch: 12,	 Iter: 200,	 Loss: 0.69741,	 Val-Acc1: 84.04 (Best: 84.60),	 Val-Acc5: 98.62
2021-01-24 09:07:24 - INFO - Epoch: 12,	 Iter: 300,	 Loss: 0.66856,	 Val-Acc1: 81.66 (Best: 84.60),	 Val-Acc5: 97.60
2021-01-24 09:07:43 - INFO - Epoch: 12,	 Iter: 400,	 Loss: 0.63914,	 Val-Acc1: 84.50 (Best: 84.60),	 Val-Acc5: 98.38
2021-01-24 09:08:01 - INFO - Epoch: 12,	 Iter: 500,	 Loss: 0.78048,	 Val-Acc1: 83.60 (Best: 84.60),	 Val-Acc5: 98.24
2021-01-24 09:08:21 - INFO - Epoch: 12,	 Iter: 600,	 Loss: 0.74111,	 Val-Acc1: 85.18 (Best: 85.18),	 Val-Acc5: 98.64
2021-01-24 09:08:40 - INFO - Epoch: 12,	 Iter: 700,	 Loss: 0.52574,	 Val-Acc1: 84.64 (Best: 85.18),	 Val-Acc5: 98.92
2021-01-24 09:09:00 - INFO - Epoch: 12,	 Iter: 800,	 Loss: 0.60657,	 Val-Acc1: 85.30 (Best: 85.30),	 Val-Acc5: 99.10
2021-01-24 09:09:23 - INFO - Epoch: 13,	 Iter: 0,	 Loss: 0.56573,	 Val-Acc1: 85.06 (Best: 85.46),	 Val-Acc5: 99.20
2021-01-24 09:09:42 - INFO - Epoch: 13,	 Iter: 100,	 Loss: 0.59002,	 Val-Acc1: 85.18 (Best: 85.46),	 Val-Acc5: 98.44
2021-01-24 09:10:01 - INFO - Epoch: 13,	 Iter: 200,	 Loss: 0.62550,	 Val-Acc1: 84.38 (Best: 85.46),	 Val-Acc5: 99.10
2021-01-24 09:10:21 - INFO - Epoch: 13,	 Iter: 300,	 Loss: 0.76167,	 Val-Acc1: 85.88 (Best: 85.88),	 Val-Acc5: 98.94
2021-01-24 09:10:40 - INFO - Epoch: 13,	 Iter: 400,	 Loss: 0.68800,	 Val-Acc1: 84.54 (Best: 85.88),	 Val-Acc5: 98.12
2021-01-24 09:11:00 - INFO - Epoch: 13,	 Iter: 500,	 Loss: 0.62805,	 Val-Acc1: 86.30 (Best: 86.30),	 Val-Acc5: 98.88
2021-01-24 09:11:19 - INFO - Epoch: 13,	 Iter: 600,	 Loss: 0.52605,	 Val-Acc1: 85.22 (Best: 86.30),	 Val-Acc5: 98.94
2021-01-24 09:11:38 - INFO - Epoch: 13,	 Iter: 700,	 Loss: 0.70197,	 Val-Acc1: 85.60 (Best: 86.30),	 Val-Acc5: 98.62
2021-01-24 09:11:57 - INFO - Epoch: 13,	 Iter: 800,	 Loss: 0.83748,	 Val-Acc1: 85.34 (Best: 86.30),	 Val-Acc5: 98.86
2021-01-24 09:12:21 - INFO - Epoch: 14,	 Iter: 0,	 Loss: 0.71019,	 Val-Acc1: 84.60 (Best: 86.30),	 Val-Acc5: 98.78
2021-01-24 09:12:40 - INFO - Epoch: 14,	 Iter: 100,	 Loss: 0.69833,	 Val-Acc1: 85.60 (Best: 86.30),	 Val-Acc5: 99.02
2021-01-24 09:12:59 - INFO - Epoch: 14,	 Iter: 200,	 Loss: 0.68727,	 Val-Acc1: 86.10 (Best: 86.30),	 Val-Acc5: 99.02
2021-01-24 09:13:19 - INFO - Epoch: 14,	 Iter: 300,	 Loss: 0.66672,	 Val-Acc1: 86.36 (Best: 86.36),	 Val-Acc5: 98.62
2021-01-24 09:13:38 - INFO - Epoch: 14,	 Iter: 400,	 Loss: 0.57433,	 Val-Acc1: 85.92 (Best: 86.36),	 Val-Acc5: 99.00
2021-01-24 09:13:57 - INFO - Epoch: 14,	 Iter: 500,	 Loss: 0.60677,	 Val-Acc1: 86.30 (Best: 86.36),	 Val-Acc5: 99.06
2021-01-24 09:14:16 - INFO - Epoch: 14,	 Iter: 600,	 Loss: 0.65171,	 Val-Acc1: 86.68 (Best: 86.68),	 Val-Acc5: 99.08
2021-01-24 09:14:35 - INFO - Epoch: 14,	 Iter: 700,	 Loss: 0.68534,	 Val-Acc1: 86.26 (Best: 86.68),	 Val-Acc5: 98.90
2021-01-24 09:14:54 - INFO - Epoch: 14,	 Iter: 800,	 Loss: 0.57895,	 Val-Acc1: 86.46 (Best: 86.68),	 Val-Acc5: 98.96
2021-01-24 09:15:17 - INFO - Epoch: 15,	 Iter: 0,	 Loss: 0.51703,	 Val-Acc1: 85.88 (Best: 86.68),	 Val-Acc5: 99.20
2021-01-24 09:15:36 - INFO - Epoch: 15,	 Iter: 100,	 Loss: 0.59140,	 Val-Acc1: 87.06 (Best: 87.06),	 Val-Acc5: 99.00
2021-01-24 09:15:55 - INFO - Epoch: 15,	 Iter: 200,	 Loss: 0.74728,	 Val-Acc1: 87.24 (Best: 87.24),	 Val-Acc5: 99.04
2021-01-24 09:16:14 - INFO - Epoch: 15,	 Iter: 300,	 Loss: 0.66378,	 Val-Acc1: 85.74 (Best: 87.24),	 Val-Acc5: 98.72
2021-01-24 09:16:33 - INFO - Epoch: 15,	 Iter: 400,	 Loss: 0.51844,	 Val-Acc1: 86.56 (Best: 87.24),	 Val-Acc5: 99.14
2021-01-24 09:16:51 - INFO - Epoch: 15,	 Iter: 500,	 Loss: 0.57614,	 Val-Acc1: 86.12 (Best: 87.24),	 Val-Acc5: 99.16
2021-01-24 09:17:11 - INFO - Epoch: 15,	 Iter: 600,	 Loss: 0.55886,	 Val-Acc1: 87.50 (Best: 87.50),	 Val-Acc5: 99.24
2021-01-24 09:17:29 - INFO - Epoch: 15,	 Iter: 700,	 Loss: 0.68727,	 Val-Acc1: 87.42 (Best: 87.50),	 Val-Acc5: 99.26
2021-01-24 09:17:48 - INFO - Epoch: 15,	 Iter: 800,	 Loss: 0.56317,	 Val-Acc1: 86.46 (Best: 87.50),	 Val-Acc5: 99.16
2021-01-24 09:18:11 - INFO - Epoch: 16,	 Iter: 0,	 Loss: 0.45283,	 Val-Acc1: 86.98 (Best: 87.50),	 Val-Acc5: 98.80
2021-01-24 09:18:30 - INFO - Epoch: 16,	 Iter: 100,	 Loss: 0.53905,	 Val-Acc1: 87.02 (Best: 87.50),	 Val-Acc5: 99.16
2021-01-24 09:18:49 - INFO - Epoch: 16,	 Iter: 200,	 Loss: 0.72266,	 Val-Acc1: 88.30 (Best: 88.30),	 Val-Acc5: 99.18
2021-01-24 09:19:08 - INFO - Epoch: 16,	 Iter: 300,	 Loss: 0.46427,	 Val-Acc1: 86.34 (Best: 88.30),	 Val-Acc5: 98.94
2021-01-24 09:19:27 - INFO - Epoch: 16,	 Iter: 400,	 Loss: 0.52243,	 Val-Acc1: 87.32 (Best: 88.30),	 Val-Acc5: 98.90
2021-01-24 09:19:46 - INFO - Epoch: 16,	 Iter: 500,	 Loss: 0.75220,	 Val-Acc1: 87.62 (Best: 88.30),	 Val-Acc5: 99.36
2021-01-24 09:20:04 - INFO - Epoch: 16,	 Iter: 600,	 Loss: 0.77213,	 Val-Acc1: 87.44 (Best: 88.30),	 Val-Acc5: 98.96
2021-01-24 09:20:23 - INFO - Epoch: 16,	 Iter: 700,	 Loss: 0.58480,	 Val-Acc1: 87.10 (Best: 88.30),	 Val-Acc5: 98.38
2021-01-24 09:20:42 - INFO - Epoch: 16,	 Iter: 800,	 Loss: 0.65086,	 Val-Acc1: 87.26 (Best: 88.30),	 Val-Acc5: 99.34
2021-01-24 09:21:05 - INFO - Epoch: 17,	 Iter: 0,	 Loss: 0.72155,	 Val-Acc1: 87.46 (Best: 88.30),	 Val-Acc5: 99.14
2021-01-24 09:21:24 - INFO - Epoch: 17,	 Iter: 100,	 Loss: 0.53806,	 Val-Acc1: 88.22 (Best: 88.30),	 Val-Acc5: 99.12
2021-01-24 09:21:43 - INFO - Epoch: 17,	 Iter: 200,	 Loss: 0.48821,	 Val-Acc1: 88.04 (Best: 88.30),	 Val-Acc5: 99.10
2021-01-24 09:22:02 - INFO - Epoch: 17,	 Iter: 300,	 Loss: 0.56659,	 Val-Acc1: 87.04 (Best: 88.30),	 Val-Acc5: 98.88
2021-01-24 09:22:20 - INFO - Epoch: 17,	 Iter: 400,	 Loss: 0.60653,	 Val-Acc1: 87.82 (Best: 88.30),	 Val-Acc5: 99.24
2021-01-24 09:22:39 - INFO - Epoch: 17,	 Iter: 500,	 Loss: 0.54793,	 Val-Acc1: 87.80 (Best: 88.30),	 Val-Acc5: 98.88
2021-01-24 09:22:58 - INFO - Epoch: 17,	 Iter: 600,	 Loss: 0.53260,	 Val-Acc1: 88.00 (Best: 88.30),	 Val-Acc5: 99.04
2021-01-24 09:23:17 - INFO - Epoch: 17,	 Iter: 700,	 Loss: 0.48447,	 Val-Acc1: 88.24 (Best: 88.30),	 Val-Acc5: 99.18
2021-01-24 09:23:36 - INFO - Epoch: 17,	 Iter: 800,	 Loss: 0.53794,	 Val-Acc1: 87.34 (Best: 88.30),	 Val-Acc5: 98.68
2021-01-24 09:24:00 - INFO - Epoch: 18,	 Iter: 0,	 Loss: 0.48289,	 Val-Acc1: 87.60 (Best: 88.30),	 Val-Acc5: 99.02
2021-01-24 09:24:20 - INFO - Epoch: 18,	 Iter: 100,	 Loss: 0.59400,	 Val-Acc1: 88.40 (Best: 88.40),	 Val-Acc5: 99.10
2021-01-24 09:24:39 - INFO - Epoch: 18,	 Iter: 200,	 Loss: 0.49995,	 Val-Acc1: 87.38 (Best: 88.40),	 Val-Acc5: 99.06
2021-01-24 09:24:58 - INFO - Epoch: 18,	 Iter: 300,	 Loss: 0.70944,	 Val-Acc1: 87.92 (Best: 88.40),	 Val-Acc5: 99.20
2021-01-24 09:25:17 - INFO - Epoch: 18,	 Iter: 400,	 Loss: 0.66543,	 Val-Acc1: 88.12 (Best: 88.40),	 Val-Acc5: 98.86
2021-01-24 09:25:36 - INFO - Epoch: 18,	 Iter: 500,	 Loss: 0.62069,	 Val-Acc1: 87.84 (Best: 88.40),	 Val-Acc5: 99.26
2021-01-24 09:25:56 - INFO - Epoch: 18,	 Iter: 600,	 Loss: 0.52332,	 Val-Acc1: 88.22 (Best: 88.40),	 Val-Acc5: 99.02
2021-01-24 09:26:15 - INFO - Epoch: 18,	 Iter: 700,	 Loss: 0.57393,	 Val-Acc1: 88.66 (Best: 88.66),	 Val-Acc5: 99.26
2021-01-24 09:26:34 - INFO - Epoch: 18,	 Iter: 800,	 Loss: 0.72046,	 Val-Acc1: 88.32 (Best: 88.66),	 Val-Acc5: 99.08
2021-01-24 09:26:58 - INFO - Epoch: 19,	 Iter: 0,	 Loss: 0.51097,	 Val-Acc1: 88.72 (Best: 88.72),	 Val-Acc5: 99.34
2021-01-24 09:27:17 - INFO - Epoch: 19,	 Iter: 100,	 Loss: 0.57700,	 Val-Acc1: 88.12 (Best: 88.72),	 Val-Acc5: 99.08
2021-01-24 09:27:36 - INFO - Epoch: 19,	 Iter: 200,	 Loss: 0.60852,	 Val-Acc1: 88.78 (Best: 88.78),	 Val-Acc5: 99.30
2021-01-24 09:27:56 - INFO - Epoch: 19,	 Iter: 300,	 Loss: 0.61586,	 Val-Acc1: 89.46 (Best: 89.46),	 Val-Acc5: 99.40
2021-01-24 09:28:15 - INFO - Epoch: 19,	 Iter: 400,	 Loss: 0.50606,	 Val-Acc1: 88.94 (Best: 89.46),	 Val-Acc5: 99.38
2021-01-24 09:28:34 - INFO - Epoch: 19,	 Iter: 500,	 Loss: 0.63610,	 Val-Acc1: 88.10 (Best: 89.46),	 Val-Acc5: 99.24
2021-01-24 09:28:53 - INFO - Epoch: 19,	 Iter: 600,	 Loss: 0.68800,	 Val-Acc1: 88.82 (Best: 89.46),	 Val-Acc5: 99.30
2021-01-24 09:29:12 - INFO - Epoch: 19,	 Iter: 700,	 Loss: 0.48312,	 Val-Acc1: 88.70 (Best: 89.46),	 Val-Acc5: 99.32
2021-01-24 09:29:31 - INFO - Epoch: 19,	 Iter: 800,	 Loss: 0.49676,	 Val-Acc1: 88.92 (Best: 89.46),	 Val-Acc5: 99.26
2021-01-24 09:29:54 - INFO - Epoch: 20,	 Iter: 0,	 Loss: 0.39774,	 Val-Acc1: 88.68 (Best: 89.46),	 Val-Acc5: 99.32
2021-01-24 09:30:12 - INFO - Epoch: 20,	 Iter: 100,	 Loss: 0.50186,	 Val-Acc1: 88.74 (Best: 89.46),	 Val-Acc5: 99.20
2021-01-24 09:30:31 - INFO - Epoch: 20,	 Iter: 200,	 Loss: 0.47191,	 Val-Acc1: 88.40 (Best: 89.46),	 Val-Acc5: 98.82
2021-01-24 09:30:50 - INFO - Epoch: 20,	 Iter: 300,	 Loss: 0.53082,	 Val-Acc1: 88.50 (Best: 89.46),	 Val-Acc5: 99.38
2021-01-24 09:31:09 - INFO - Epoch: 20,	 Iter: 400,	 Loss: 0.46506,	 Val-Acc1: 89.46 (Best: 89.46),	 Val-Acc5: 99.42
2021-01-24 09:31:28 - INFO - Epoch: 20,	 Iter: 500,	 Loss: 0.47336,	 Val-Acc1: 88.80 (Best: 89.46),	 Val-Acc5: 99.22
2021-01-24 09:31:47 - INFO - Epoch: 20,	 Iter: 600,	 Loss: 0.69892,	 Val-Acc1: 89.48 (Best: 89.48),	 Val-Acc5: 99.22
2021-01-24 09:32:06 - INFO - Epoch: 20,	 Iter: 700,	 Loss: 0.47213,	 Val-Acc1: 89.00 (Best: 89.48),	 Val-Acc5: 99.26
2021-01-24 09:32:25 - INFO - Epoch: 20,	 Iter: 800,	 Loss: 0.53486,	 Val-Acc1: 89.00 (Best: 89.48),	 Val-Acc5: 99.00
2021-01-24 09:32:47 - INFO - Epoch: 21,	 Iter: 0,	 Loss: 0.51546,	 Val-Acc1: 88.90 (Best: 89.48),	 Val-Acc5: 99.20
2021-01-24 09:33:06 - INFO - Epoch: 21,	 Iter: 100,	 Loss: 0.50071,	 Val-Acc1: 89.14 (Best: 89.48),	 Val-Acc5: 99.30
2021-01-24 09:33:25 - INFO - Epoch: 21,	 Iter: 200,	 Loss: 0.50591,	 Val-Acc1: 88.98 (Best: 89.48),	 Val-Acc5: 99.16
2021-01-24 09:33:44 - INFO - Epoch: 21,	 Iter: 300,	 Loss: 0.52505,	 Val-Acc1: 89.22 (Best: 89.48),	 Val-Acc5: 99.24
2021-01-24 09:34:03 - INFO - Epoch: 21,	 Iter: 400,	 Loss: 0.59020,	 Val-Acc1: 88.22 (Best: 89.48),	 Val-Acc5: 99.32
2021-01-24 09:34:22 - INFO - Epoch: 21,	 Iter: 500,	 Loss: 0.55875,	 Val-Acc1: 88.82 (Best: 89.48),	 Val-Acc5: 99.00
2021-01-24 09:34:41 - INFO - Epoch: 21,	 Iter: 600,	 Loss: 0.52958,	 Val-Acc1: 89.60 (Best: 89.60),	 Val-Acc5: 99.32
2021-01-24 09:35:00 - INFO - Epoch: 21,	 Iter: 700,	 Loss: 0.52730,	 Val-Acc1: 89.64 (Best: 89.64),	 Val-Acc5: 99.14
2021-01-24 09:35:19 - INFO - Epoch: 21,	 Iter: 800,	 Loss: 0.47328,	 Val-Acc1: 89.38 (Best: 89.64),	 Val-Acc5: 99.56
2021-01-24 09:35:42 - INFO - Epoch: 22,	 Iter: 0,	 Loss: 0.54300,	 Val-Acc1: 89.78 (Best: 89.78),	 Val-Acc5: 99.26
2021-01-24 09:36:04 - INFO - Epoch: 22,	 Iter: 100,	 Loss: 0.45265,	 Val-Acc1: 89.54 (Best: 89.78),	 Val-Acc5: 99.02
2021-01-24 09:36:23 - INFO - Epoch: 22,	 Iter: 200,	 Loss: 0.62091,	 Val-Acc1: 89.76 (Best: 89.78),	 Val-Acc5: 99.30
2021-01-24 09:36:42 - INFO - Epoch: 22,	 Iter: 300,	 Loss: 0.46742,	 Val-Acc1: 89.60 (Best: 89.78),	 Val-Acc5: 99.16
2021-01-24 09:37:02 - INFO - Epoch: 22,	 Iter: 400,	 Loss: 0.50477,	 Val-Acc1: 89.84 (Best: 89.84),	 Val-Acc5: 99.28
2021-01-24 09:37:21 - INFO - Epoch: 22,	 Iter: 500,	 Loss: 0.56543,	 Val-Acc1: 90.14 (Best: 90.14),	 Val-Acc5: 99.28
2021-01-24 09:37:39 - INFO - Epoch: 22,	 Iter: 600,	 Loss: 0.46652,	 Val-Acc1: 89.16 (Best: 90.14),	 Val-Acc5: 99.48
2021-01-24 09:37:58 - INFO - Epoch: 22,	 Iter: 700,	 Loss: 0.35670,	 Val-Acc1: 89.88 (Best: 90.14),	 Val-Acc5: 99.08
2021-01-24 09:38:17 - INFO - Epoch: 22,	 Iter: 800,	 Loss: 0.43822,	 Val-Acc1: 90.00 (Best: 90.14),	 Val-Acc5: 99.38
2021-01-24 09:38:41 - INFO - Epoch: 23,	 Iter: 0,	 Loss: 0.50164,	 Val-Acc1: 89.36 (Best: 90.14),	 Val-Acc5: 99.26
2021-01-24 09:39:00 - INFO - Epoch: 23,	 Iter: 100,	 Loss: 0.50982,	 Val-Acc1: 89.76 (Best: 90.14),	 Val-Acc5: 99.00
2021-01-24 09:39:19 - INFO - Epoch: 23,	 Iter: 200,	 Loss: 0.47143,	 Val-Acc1: 90.36 (Best: 90.36),	 Val-Acc5: 98.98
2021-01-24 09:39:38 - INFO - Epoch: 23,	 Iter: 300,	 Loss: 0.41980,	 Val-Acc1: 90.16 (Best: 90.36),	 Val-Acc5: 99.18
2021-01-24 09:39:56 - INFO - Epoch: 23,	 Iter: 400,	 Loss: 0.53905,	 Val-Acc1: 90.22 (Best: 90.36),	 Val-Acc5: 99.20
2021-01-24 09:40:15 - INFO - Epoch: 23,	 Iter: 500,	 Loss: 0.46366,	 Val-Acc1: 89.68 (Best: 90.36),	 Val-Acc5: 99.10
2021-01-24 09:40:35 - INFO - Epoch: 23,	 Iter: 600,	 Loss: 0.51719,	 Val-Acc1: 90.22 (Best: 90.36),	 Val-Acc5: 99.44
2021-01-24 09:40:53 - INFO - Epoch: 23,	 Iter: 700,	 Loss: 0.44513,	 Val-Acc1: 90.02 (Best: 90.36),	 Val-Acc5: 99.30
2021-01-24 09:41:12 - INFO - Epoch: 23,	 Iter: 800,	 Loss: 0.42756,	 Val-Acc1: 89.48 (Best: 90.36),	 Val-Acc5: 99.18
2021-01-24 09:41:35 - INFO - Epoch: 24,	 Iter: 0,	 Loss: 0.45210,	 Val-Acc1: 89.68 (Best: 90.36),	 Val-Acc5: 99.18
2021-01-24 09:41:54 - INFO - Epoch: 24,	 Iter: 100,	 Loss: 0.34689,	 Val-Acc1: 90.04 (Best: 90.36),	 Val-Acc5: 99.14
2021-01-24 09:42:13 - INFO - Epoch: 24,	 Iter: 200,	 Loss: 0.44114,	 Val-Acc1: 89.68 (Best: 90.36),	 Val-Acc5: 99.34
2021-01-24 09:42:31 - INFO - Epoch: 24,	 Iter: 300,	 Loss: 0.61387,	 Val-Acc1: 89.94 (Best: 90.36),	 Val-Acc5: 99.14
2021-01-24 09:42:51 - INFO - Epoch: 24,	 Iter: 400,	 Loss: 0.46905,	 Val-Acc1: 90.06 (Best: 90.36),	 Val-Acc5: 99.04
2021-01-24 09:43:10 - INFO - Epoch: 24,	 Iter: 500,	 Loss: 0.44974,	 Val-Acc1: 89.90 (Best: 90.36),	 Val-Acc5: 99.08
2021-01-24 09:43:29 - INFO - Epoch: 24,	 Iter: 600,	 Loss: 0.36291,	 Val-Acc1: 89.64 (Best: 90.36),	 Val-Acc5: 99.00
2021-01-24 09:43:48 - INFO - Epoch: 24,	 Iter: 700,	 Loss: 0.40717,	 Val-Acc1: 90.04 (Best: 90.36),	 Val-Acc5: 99.18
2021-01-24 09:44:07 - INFO - Epoch: 24,	 Iter: 800,	 Loss: 0.38530,	 Val-Acc1: 89.90 (Best: 90.36),	 Val-Acc5: 99.06
2021-01-24 09:44:31 - INFO - Epoch: 25,	 Iter: 0,	 Loss: 0.40620,	 Val-Acc1: 89.84 (Best: 90.36),	 Val-Acc5: 99.14
2021-01-24 09:44:50 - INFO - Epoch: 25,	 Iter: 100,	 Loss: 0.46662,	 Val-Acc1: 89.56 (Best: 90.36),	 Val-Acc5: 99.26
2021-01-24 09:45:09 - INFO - Epoch: 25,	 Iter: 200,	 Loss: 0.39349,	 Val-Acc1: 89.98 (Best: 90.36),	 Val-Acc5: 99.16
2021-01-24 09:45:28 - INFO - Epoch: 25,	 Iter: 300,	 Loss: 0.38293,	 Val-Acc1: 89.88 (Best: 90.36),	 Val-Acc5: 98.88
2021-01-24 09:45:48 - INFO - Epoch: 25,	 Iter: 400,	 Loss: 0.52825,	 Val-Acc1: 89.82 (Best: 90.36),	 Val-Acc5: 99.14
2021-01-24 09:46:07 - INFO - Epoch: 25,	 Iter: 500,	 Loss: 0.53508,	 Val-Acc1: 89.68 (Best: 90.36),	 Val-Acc5: 99.24
2021-01-24 09:46:26 - INFO - Epoch: 25,	 Iter: 600,	 Loss: 0.43038,	 Val-Acc1: 89.82 (Best: 90.36),	 Val-Acc5: 99.28
2021-01-24 09:46:45 - INFO - Epoch: 25,	 Iter: 700,	 Loss: 0.37691,	 Val-Acc1: 89.46 (Best: 90.36),	 Val-Acc5: 99.34
2021-01-24 09:47:04 - INFO - Epoch: 25,	 Iter: 800,	 Loss: 0.45327,	 Val-Acc1: 89.74 (Best: 90.36),	 Val-Acc5: 99.08
2021-01-24 09:47:28 - INFO - Epoch: 26,	 Iter: 0,	 Loss: 0.41754,	 Val-Acc1: 90.22 (Best: 90.36),	 Val-Acc5: 99.18
2021-01-24 09:47:47 - INFO - Epoch: 26,	 Iter: 100,	 Loss: 0.42140,	 Val-Acc1: 90.24 (Best: 90.36),	 Val-Acc5: 99.18
2021-01-24 09:48:06 - INFO - Epoch: 26,	 Iter: 200,	 Loss: 0.36068,	 Val-Acc1: 90.28 (Best: 90.36),	 Val-Acc5: 99.08
2021-01-24 09:48:25 - INFO - Epoch: 26,	 Iter: 300,	 Loss: 0.39912,	 Val-Acc1: 89.48 (Best: 90.36),	 Val-Acc5: 99.00
2021-01-24 09:48:44 - INFO - Epoch: 26,	 Iter: 400,	 Loss: 0.34976,	 Val-Acc1: 90.60 (Best: 90.60),	 Val-Acc5: 99.16
2021-01-24 09:49:04 - INFO - Epoch: 26,	 Iter: 500,	 Loss: 0.51155,	 Val-Acc1: 90.28 (Best: 90.60),	 Val-Acc5: 99.12
2021-01-24 09:49:23 - INFO - Epoch: 26,	 Iter: 600,	 Loss: 0.58457,	 Val-Acc1: 90.44 (Best: 90.60),	 Val-Acc5: 99.18
2021-01-24 09:49:42 - INFO - Epoch: 26,	 Iter: 700,	 Loss: 0.41889,	 Val-Acc1: 90.16 (Best: 90.60),	 Val-Acc5: 99.18
2021-01-24 09:50:02 - INFO - Epoch: 26,	 Iter: 800,	 Loss: 0.56573,	 Val-Acc1: 89.88 (Best: 90.60),	 Val-Acc5: 99.04
2021-01-24 09:50:25 - INFO - Epoch: 27,	 Iter: 0,	 Loss: 0.39810,	 Val-Acc1: 90.16 (Best: 90.60),	 Val-Acc5: 98.86
2021-01-24 09:50:43 - INFO - Epoch: 27,	 Iter: 100,	 Loss: 0.41668,	 Val-Acc1: 89.88 (Best: 90.60),	 Val-Acc5: 99.18
2021-01-24 09:51:02 - INFO - Epoch: 27,	 Iter: 200,	 Loss: 0.40843,	 Val-Acc1: 90.56 (Best: 90.60),	 Val-Acc5: 98.68
2021-01-24 09:51:21 - INFO - Epoch: 27,	 Iter: 300,	 Loss: 0.38238,	 Val-Acc1: 90.22 (Best: 90.60),	 Val-Acc5: 99.04
2021-01-24 09:51:39 - INFO - Epoch: 27,	 Iter: 400,	 Loss: 0.44845,	 Val-Acc1: 90.14 (Best: 90.60),	 Val-Acc5: 99.04
2021-01-24 09:51:58 - INFO - Epoch: 27,	 Iter: 500,	 Loss: 0.52371,	 Val-Acc1: 90.32 (Best: 90.60),	 Val-Acc5: 98.82
2021-01-24 09:52:17 - INFO - Epoch: 27,	 Iter: 600,	 Loss: 0.44035,	 Val-Acc1: 90.12 (Best: 90.60),	 Val-Acc5: 99.12
2021-01-24 09:52:36 - INFO - Epoch: 27,	 Iter: 700,	 Loss: 0.45802,	 Val-Acc1: 90.40 (Best: 90.60),	 Val-Acc5: 98.72
2021-01-24 09:52:55 - INFO - Epoch: 27,	 Iter: 800,	 Loss: 0.51891,	 Val-Acc1: 90.34 (Best: 90.60),	 Val-Acc5: 99.04
2021-01-24 09:53:18 - INFO - Epoch: 28,	 Iter: 0,	 Loss: 0.37301,	 Val-Acc1: 89.54 (Best: 90.60),	 Val-Acc5: 98.78
2021-01-24 09:53:36 - INFO - Epoch: 28,	 Iter: 100,	 Loss: 0.49107,	 Val-Acc1: 90.18 (Best: 90.60),	 Val-Acc5: 98.92
2021-01-24 09:53:55 - INFO - Epoch: 28,	 Iter: 200,	 Loss: 0.35551,	 Val-Acc1: 90.56 (Best: 90.60),	 Val-Acc5: 98.98
2021-01-24 09:54:14 - INFO - Epoch: 28,	 Iter: 300,	 Loss: 0.31943,	 Val-Acc1: 89.98 (Best: 90.60),	 Val-Acc5: 99.06
2021-01-24 09:54:32 - INFO - Epoch: 28,	 Iter: 400,	 Loss: 0.55838,	 Val-Acc1: 90.34 (Best: 90.60),	 Val-Acc5: 98.96
2021-01-24 09:54:51 - INFO - Epoch: 28,	 Iter: 500,	 Loss: 0.42040,	 Val-Acc1: 90.70 (Best: 90.70),	 Val-Acc5: 99.02
2021-01-24 09:55:10 - INFO - Epoch: 28,	 Iter: 600,	 Loss: 0.49434,	 Val-Acc1: 90.42 (Best: 90.70),	 Val-Acc5: 99.12
2021-01-24 09:55:29 - INFO - Epoch: 28,	 Iter: 700,	 Loss: 0.43453,	 Val-Acc1: 90.46 (Best: 90.70),	 Val-Acc5: 98.82
2021-01-24 09:55:48 - INFO - Epoch: 28,	 Iter: 800,	 Loss: 0.42298,	 Val-Acc1: 90.56 (Best: 90.70),	 Val-Acc5: 99.30
2021-01-24 09:56:11 - INFO - Epoch: 29,	 Iter: 0,	 Loss: 0.41172,	 Val-Acc1: 90.14 (Best: 90.70),	 Val-Acc5: 99.04
2021-01-24 09:56:30 - INFO - Epoch: 29,	 Iter: 100,	 Loss: 0.58371,	 Val-Acc1: 90.12 (Best: 90.70),	 Val-Acc5: 98.88
2021-01-24 09:56:48 - INFO - Epoch: 29,	 Iter: 200,	 Loss: 0.44131,	 Val-Acc1: 90.46 (Best: 90.70),	 Val-Acc5: 98.84
2021-01-24 09:57:07 - INFO - Epoch: 29,	 Iter: 300,	 Loss: 0.49777,	 Val-Acc1: 90.52 (Best: 90.70),	 Val-Acc5: 98.96
2021-01-24 09:57:26 - INFO - Epoch: 29,	 Iter: 400,	 Loss: 0.48556,	 Val-Acc1: 90.12 (Best: 90.70),	 Val-Acc5: 98.88
2021-01-24 09:57:45 - INFO - Epoch: 29,	 Iter: 500,	 Loss: 0.44347,	 Val-Acc1: 90.10 (Best: 90.70),	 Val-Acc5: 99.02
2021-01-24 09:58:04 - INFO - Epoch: 29,	 Iter: 600,	 Loss: 0.42762,	 Val-Acc1: 89.36 (Best: 90.70),	 Val-Acc5: 98.86
2021-01-24 09:58:23 - INFO - Epoch: 29,	 Iter: 700,	 Loss: 0.56879,	 Val-Acc1: 90.62 (Best: 90.70),	 Val-Acc5: 99.02
2021-01-24 09:58:43 - INFO - Epoch: 29,	 Iter: 800,	 Loss: 0.43819,	 Val-Acc1: 90.86 (Best: 90.86),	 Val-Acc5: 99.06
2021-01-24 09:59:06 - INFO - Epoch: 30,	 Iter: 0,	 Loss: 0.39852,	 Val-Acc1: 90.18 (Best: 90.86),	 Val-Acc5: 99.16
2021-01-24 09:59:24 - INFO - Epoch: 30,	 Iter: 100,	 Loss: 0.49290,	 Val-Acc1: 90.00 (Best: 90.86),	 Val-Acc5: 98.66
2021-01-24 09:59:43 - INFO - Epoch: 30,	 Iter: 200,	 Loss: 0.41223,	 Val-Acc1: 90.52 (Best: 90.86),	 Val-Acc5: 98.84
2021-01-24 10:00:02 - INFO - Epoch: 30,	 Iter: 300,	 Loss: 0.38985,	 Val-Acc1: 90.44 (Best: 90.86),	 Val-Acc5: 98.94
2021-01-24 10:00:21 - INFO - Epoch: 30,	 Iter: 400,	 Loss: 0.39250,	 Val-Acc1: 89.72 (Best: 90.86),	 Val-Acc5: 99.04
2021-01-24 10:00:39 - INFO - Epoch: 30,	 Iter: 500,	 Loss: 0.39624,	 Val-Acc1: 90.16 (Best: 90.86),	 Val-Acc5: 99.20
2021-01-24 10:00:58 - INFO - Epoch: 30,	 Iter: 600,	 Loss: 0.49026,	 Val-Acc1: 89.72 (Best: 90.86),	 Val-Acc5: 99.04
2021-01-24 10:01:17 - INFO - Epoch: 30,	 Iter: 700,	 Loss: 0.42037,	 Val-Acc1: 89.36 (Best: 90.86),	 Val-Acc5: 98.36
2021-01-24 10:01:36 - INFO - Epoch: 30,	 Iter: 800,	 Loss: 0.39296,	 Val-Acc1: 90.22 (Best: 90.86),	 Val-Acc5: 98.90
2021-01-24 10:01:59 - INFO - Epoch: 31,	 Iter: 0,	 Loss: 0.34892,	 Val-Acc1: 90.44 (Best: 90.86),	 Val-Acc5: 99.10
2021-01-24 10:02:18 - INFO - Epoch: 31,	 Iter: 100,	 Loss: 0.41539,	 Val-Acc1: 90.26 (Best: 90.86),	 Val-Acc5: 98.82
2021-01-24 10:02:37 - INFO - Epoch: 31,	 Iter: 200,	 Loss: 0.34838,	 Val-Acc1: 90.16 (Best: 90.86),	 Val-Acc5: 98.92
2021-01-24 10:02:56 - INFO - Epoch: 31,	 Iter: 300,	 Loss: 0.36374,	 Val-Acc1: 90.42 (Best: 90.86),	 Val-Acc5: 98.98
2021-01-24 10:03:15 - INFO - Epoch: 31,	 Iter: 400,	 Loss: 0.41467,	 Val-Acc1: 90.54 (Best: 90.86),	 Val-Acc5: 98.82
2021-01-24 10:03:34 - INFO - Epoch: 31,	 Iter: 500,	 Loss: 0.55467,	 Val-Acc1: 89.64 (Best: 90.86),	 Val-Acc5: 98.94
2021-01-24 10:03:53 - INFO - Epoch: 31,	 Iter: 600,	 Loss: 0.47943,	 Val-Acc1: 89.86 (Best: 90.86),	 Val-Acc5: 98.66
2021-01-24 10:04:12 - INFO - Epoch: 31,	 Iter: 700,	 Loss: 0.53355,	 Val-Acc1: 90.44 (Best: 90.86),	 Val-Acc5: 98.52
2021-01-24 10:04:31 - INFO - Epoch: 31,	 Iter: 800,	 Loss: 0.42883,	 Val-Acc1: 90.18 (Best: 90.86),	 Val-Acc5: 99.00
2021-01-24 10:04:55 - INFO - Epoch: 32,	 Iter: 0,	 Loss: 0.79992,	 Val-Acc1: 89.84 (Best: 90.86),	 Val-Acc5: 99.00
2021-01-24 10:05:14 - INFO - Epoch: 32,	 Iter: 100,	 Loss: 0.39373,	 Val-Acc1: 89.56 (Best: 90.86),	 Val-Acc5: 98.84
2021-01-24 10:05:33 - INFO - Epoch: 32,	 Iter: 200,	 Loss: 0.39681,	 Val-Acc1: 90.20 (Best: 90.86),	 Val-Acc5: 98.90
2021-01-24 10:05:52 - INFO - Epoch: 32,	 Iter: 300,	 Loss: 0.36810,	 Val-Acc1: 90.04 (Best: 90.86),	 Val-Acc5: 98.76
2021-01-24 10:06:11 - INFO - Epoch: 32,	 Iter: 400,	 Loss: 0.53323,	 Val-Acc1: 89.62 (Best: 90.86),	 Val-Acc5: 98.86
2021-01-24 10:06:30 - INFO - Epoch: 32,	 Iter: 500,	 Loss: 0.45822,	 Val-Acc1: 90.24 (Best: 90.86),	 Val-Acc5: 99.22
2021-01-24 10:06:49 - INFO - Epoch: 32,	 Iter: 600,	 Loss: 0.38821,	 Val-Acc1: 89.98 (Best: 90.86),	 Val-Acc5: 98.88
2021-01-24 10:07:07 - INFO - Epoch: 32,	 Iter: 700,	 Loss: 0.36948,	 Val-Acc1: 90.32 (Best: 90.86),	 Val-Acc5: 98.88
2021-01-24 10:07:26 - INFO - Epoch: 32,	 Iter: 800,	 Loss: 0.48245,	 Val-Acc1: 89.86 (Best: 90.86),	 Val-Acc5: 98.78
2021-01-24 10:07:50 - INFO - Epoch: 33,	 Iter: 0,	 Loss: 0.47578,	 Val-Acc1: 90.06 (Best: 90.86),	 Val-Acc5: 98.92
2021-01-24 10:08:09 - INFO - Epoch: 33,	 Iter: 100,	 Loss: 0.42888,	 Val-Acc1: 89.84 (Best: 90.86),	 Val-Acc5: 99.20
2021-01-24 10:08:28 - INFO - Epoch: 33,	 Iter: 200,	 Loss: 0.38431,	 Val-Acc1: 90.42 (Best: 90.86),	 Val-Acc5: 98.72
2021-01-24 10:08:46 - INFO - Epoch: 33,	 Iter: 300,	 Loss: 0.44855,	 Val-Acc1: 90.44 (Best: 90.86),	 Val-Acc5: 98.78
2021-01-24 10:08:46 - INFO - lr: 0.0004
2021-01-24 10:09:05 - INFO - Epoch: 33,	 Iter: 400,	 Loss: 0.35573,	 Val-Acc1: 90.42 (Best: 90.86),	 Val-Acc5: 99.10
2021-01-24 10:09:24 - INFO - Epoch: 33,	 Iter: 500,	 Loss: 0.34376,	 Val-Acc1: 90.98 (Best: 90.98),	 Val-Acc5: 98.98
2021-01-24 10:09:43 - INFO - Epoch: 33,	 Iter: 600,	 Loss: 0.49311,	 Val-Acc1: 90.94 (Best: 90.98),	 Val-Acc5: 99.24
2021-01-24 10:10:02 - INFO - Epoch: 33,	 Iter: 700,	 Loss: 0.36127,	 Val-Acc1: 90.90 (Best: 90.98),	 Val-Acc5: 99.16
2021-01-24 10:10:22 - INFO - Epoch: 33,	 Iter: 800,	 Loss: 0.45938,	 Val-Acc1: 91.00 (Best: 91.00),	 Val-Acc5: 99.00
2021-01-24 10:10:46 - INFO - Epoch: 34,	 Iter: 0,	 Loss: 0.42152,	 Val-Acc1: 91.22 (Best: 91.22),	 Val-Acc5: 99.30
2021-01-24 10:11:05 - INFO - Epoch: 34,	 Iter: 100,	 Loss: 0.42424,	 Val-Acc1: 91.34 (Best: 91.34),	 Val-Acc5: 98.86
2021-01-24 10:11:23 - INFO - Epoch: 34,	 Iter: 200,	 Loss: 0.34221,	 Val-Acc1: 91.34 (Best: 91.34),	 Val-Acc5: 98.96
2021-01-24 10:11:42 - INFO - Epoch: 34,	 Iter: 300,	 Loss: 0.42515,	 Val-Acc1: 91.12 (Best: 91.34),	 Val-Acc5: 98.86
2021-01-24 10:12:01 - INFO - Epoch: 34,	 Iter: 400,	 Loss: 0.53212,	 Val-Acc1: 91.28 (Best: 91.34),	 Val-Acc5: 98.88
2021-01-24 10:12:20 - INFO - Epoch: 34,	 Iter: 500,	 Loss: 0.33289,	 Val-Acc1: 91.02 (Best: 91.34),	 Val-Acc5: 98.68
2021-01-24 10:12:39 - INFO - Epoch: 34,	 Iter: 600,	 Loss: 0.41657,	 Val-Acc1: 90.94 (Best: 91.34),	 Val-Acc5: 98.80
2021-01-24 10:12:58 - INFO - Epoch: 34,	 Iter: 700,	 Loss: 0.33844,	 Val-Acc1: 91.22 (Best: 91.34),	 Val-Acc5: 98.74
2021-01-24 10:13:17 - INFO - Epoch: 34,	 Iter: 800,	 Loss: 0.38016,	 Val-Acc1: 90.90 (Best: 91.34),	 Val-Acc5: 98.98
2021-01-24 10:13:40 - INFO - Epoch: 35,	 Iter: 0,	 Loss: 0.35130,	 Val-Acc1: 90.90 (Best: 91.34),	 Val-Acc5: 98.98
2021-01-24 10:13:59 - INFO - Epoch: 35,	 Iter: 100,	 Loss: 0.36594,	 Val-Acc1: 90.82 (Best: 91.34),	 Val-Acc5: 98.92
2021-01-24 10:14:18 - INFO - Epoch: 35,	 Iter: 200,	 Loss: 0.44024,	 Val-Acc1: 91.12 (Best: 91.34),	 Val-Acc5: 99.04
2021-01-24 10:14:37 - INFO - Epoch: 35,	 Iter: 300,	 Loss: 0.42435,	 Val-Acc1: 91.30 (Best: 91.34),	 Val-Acc5: 98.74
2021-01-24 10:14:56 - INFO - Epoch: 35,	 Iter: 400,	 Loss: 0.33703,	 Val-Acc1: 90.90 (Best: 91.34),	 Val-Acc5: 98.96
2021-01-24 10:15:14 - INFO - Epoch: 35,	 Iter: 500,	 Loss: 0.43934,	 Val-Acc1: 90.86 (Best: 91.34),	 Val-Acc5: 98.84
2021-01-24 10:15:33 - INFO - Epoch: 35,	 Iter: 600,	 Loss: 0.39095,	 Val-Acc1: 91.16 (Best: 91.34),	 Val-Acc5: 98.72
2021-01-24 10:15:53 - INFO - Epoch: 35,	 Iter: 700,	 Loss: 0.34727,	 Val-Acc1: 91.42 (Best: 91.42),	 Val-Acc5: 98.98
2021-01-24 10:16:11 - INFO - Epoch: 35,	 Iter: 800,	 Loss: 0.32569,	 Val-Acc1: 91.08 (Best: 91.42),	 Val-Acc5: 99.04
2021-01-24 10:16:35 - INFO - Epoch: 36,	 Iter: 0,	 Loss: 0.37623,	 Val-Acc1: 91.50 (Best: 91.50),	 Val-Acc5: 98.86
2021-01-24 10:16:53 - INFO - Epoch: 36,	 Iter: 100,	 Loss: 0.37914,	 Val-Acc1: 91.22 (Best: 91.50),	 Val-Acc5: 98.66
2021-01-24 10:17:12 - INFO - Epoch: 36,	 Iter: 200,	 Loss: 0.31559,	 Val-Acc1: 90.90 (Best: 91.50),	 Val-Acc5: 98.84
2021-01-24 10:17:31 - INFO - Epoch: 36,	 Iter: 300,	 Loss: 0.33077,	 Val-Acc1: 91.18 (Best: 91.50),	 Val-Acc5: 98.78
2021-01-24 10:17:50 - INFO - Epoch: 36,	 Iter: 400,	 Loss: 0.35409,	 Val-Acc1: 91.24 (Best: 91.50),	 Val-Acc5: 99.00
2021-01-24 10:18:09 - INFO - Epoch: 36,	 Iter: 500,	 Loss: 0.42244,	 Val-Acc1: 91.18 (Best: 91.50),	 Val-Acc5: 98.88
2021-01-24 10:18:28 - INFO - Epoch: 36,	 Iter: 600,	 Loss: 0.36430,	 Val-Acc1: 91.36 (Best: 91.50),	 Val-Acc5: 98.90
2021-01-24 10:18:46 - INFO - Epoch: 36,	 Iter: 700,	 Loss: 0.51628,	 Val-Acc1: 91.08 (Best: 91.50),	 Val-Acc5: 99.18
2021-01-24 10:19:05 - INFO - Epoch: 36,	 Iter: 800,	 Loss: 0.39506,	 Val-Acc1: 90.94 (Best: 91.50),	 Val-Acc5: 98.86
2021-01-24 10:19:28 - INFO - Epoch: 37,	 Iter: 0,	 Loss: 0.39345,	 Val-Acc1: 91.10 (Best: 91.50),	 Val-Acc5: 99.06
2021-01-24 10:19:47 - INFO - Epoch: 37,	 Iter: 100,	 Loss: 0.45018,	 Val-Acc1: 91.42 (Best: 91.50),	 Val-Acc5: 98.70
2021-01-24 10:20:06 - INFO - Epoch: 37,	 Iter: 200,	 Loss: 0.43156,	 Val-Acc1: 91.52 (Best: 91.52),	 Val-Acc5: 98.94
2021-01-24 10:20:25 - INFO - Epoch: 37,	 Iter: 300,	 Loss: 0.40994,	 Val-Acc1: 91.14 (Best: 91.52),	 Val-Acc5: 98.92
2021-01-24 10:20:44 - INFO - Epoch: 37,	 Iter: 400,	 Loss: 0.35541,	 Val-Acc1: 91.26 (Best: 91.52),	 Val-Acc5: 98.60
2021-01-24 10:21:03 - INFO - Epoch: 37,	 Iter: 500,	 Loss: 0.37115,	 Val-Acc1: 91.08 (Best: 91.52),	 Val-Acc5: 98.98
2021-01-24 10:21:21 - INFO - Epoch: 37,	 Iter: 600,	 Loss: 0.47646,	 Val-Acc1: 90.62 (Best: 91.52),	 Val-Acc5: 99.06
2021-01-24 10:21:40 - INFO - Epoch: 37,	 Iter: 700,	 Loss: 0.36702,	 Val-Acc1: 91.28 (Best: 91.52),	 Val-Acc5: 98.94
2021-01-24 10:22:00 - INFO - Epoch: 37,	 Iter: 800,	 Loss: 0.57057,	 Val-Acc1: 91.18 (Best: 91.52),	 Val-Acc5: 98.98
2021-01-24 10:22:22 - INFO - Epoch: 38,	 Iter: 0,	 Loss: 0.40989,	 Val-Acc1: 90.60 (Best: 91.52),	 Val-Acc5: 98.78
2021-01-24 10:22:41 - INFO - Epoch: 38,	 Iter: 100,	 Loss: 0.38848,	 Val-Acc1: 90.92 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:23:00 - INFO - Epoch: 38,	 Iter: 200,	 Loss: 0.47079,	 Val-Acc1: 91.18 (Best: 91.52),	 Val-Acc5: 98.96
2021-01-24 10:23:19 - INFO - Epoch: 38,	 Iter: 300,	 Loss: 0.33161,	 Val-Acc1: 90.54 (Best: 91.52),	 Val-Acc5: 98.88
2021-01-24 10:23:38 - INFO - Epoch: 38,	 Iter: 400,	 Loss: 0.32008,	 Val-Acc1: 91.10 (Best: 91.52),	 Val-Acc5: 98.96
2021-01-24 10:23:56 - INFO - Epoch: 38,	 Iter: 500,	 Loss: 0.35553,	 Val-Acc1: 91.30 (Best: 91.52),	 Val-Acc5: 98.62
2021-01-24 10:24:15 - INFO - Epoch: 38,	 Iter: 600,	 Loss: 0.42743,	 Val-Acc1: 90.94 (Best: 91.52),	 Val-Acc5: 98.88
2021-01-24 10:24:34 - INFO - Epoch: 38,	 Iter: 700,	 Loss: 0.42065,	 Val-Acc1: 90.96 (Best: 91.52),	 Val-Acc5: 98.72
2021-01-24 10:24:53 - INFO - Epoch: 38,	 Iter: 800,	 Loss: 0.40098,	 Val-Acc1: 90.98 (Best: 91.52),	 Val-Acc5: 98.96
2021-01-24 10:25:16 - INFO - Epoch: 39,	 Iter: 0,	 Loss: 0.45568,	 Val-Acc1: 90.56 (Best: 91.52),	 Val-Acc5: 98.82
2021-01-24 10:25:35 - INFO - Epoch: 39,	 Iter: 100,	 Loss: 0.35684,	 Val-Acc1: 90.74 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:25:54 - INFO - Epoch: 39,	 Iter: 200,	 Loss: 0.36722,	 Val-Acc1: 91.28 (Best: 91.52),	 Val-Acc5: 98.80
2021-01-24 10:26:13 - INFO - Epoch: 39,	 Iter: 300,	 Loss: 0.36826,	 Val-Acc1: 91.22 (Best: 91.52),	 Val-Acc5: 99.04
2021-01-24 10:26:32 - INFO - Epoch: 39,	 Iter: 400,	 Loss: 0.37160,	 Val-Acc1: 90.84 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:26:51 - INFO - Epoch: 39,	 Iter: 500,	 Loss: 0.32327,	 Val-Acc1: 91.28 (Best: 91.52),	 Val-Acc5: 98.96
2021-01-24 10:27:10 - INFO - Epoch: 39,	 Iter: 600,	 Loss: 0.35304,	 Val-Acc1: 90.94 (Best: 91.52),	 Val-Acc5: 98.88
2021-01-24 10:27:30 - INFO - Epoch: 39,	 Iter: 700,	 Loss: 0.37645,	 Val-Acc1: 91.04 (Best: 91.52),	 Val-Acc5: 98.66
2021-01-24 10:27:49 - INFO - Epoch: 39,	 Iter: 800,	 Loss: 0.44527,	 Val-Acc1: 91.12 (Best: 91.52),	 Val-Acc5: 98.94
2021-01-24 10:28:13 - INFO - Epoch: 40,	 Iter: 0,	 Loss: 0.36925,	 Val-Acc1: 90.80 (Best: 91.52),	 Val-Acc5: 98.72
2021-01-24 10:28:32 - INFO - Epoch: 40,	 Iter: 100,	 Loss: 0.43262,	 Val-Acc1: 90.84 (Best: 91.52),	 Val-Acc5: 98.98
2021-01-24 10:28:51 - INFO - Epoch: 40,	 Iter: 200,	 Loss: 0.38422,	 Val-Acc1: 90.86 (Best: 91.52),	 Val-Acc5: 98.90
2021-01-24 10:29:10 - INFO - Epoch: 40,	 Iter: 300,	 Loss: 0.36240,	 Val-Acc1: 91.18 (Best: 91.52),	 Val-Acc5: 98.96
2021-01-24 10:29:30 - INFO - Epoch: 40,	 Iter: 400,	 Loss: 0.35624,	 Val-Acc1: 90.96 (Best: 91.52),	 Val-Acc5: 98.52
2021-01-24 10:29:49 - INFO - Epoch: 40,	 Iter: 500,	 Loss: 0.38391,	 Val-Acc1: 90.64 (Best: 91.52),	 Val-Acc5: 98.82
2021-01-24 10:30:08 - INFO - Epoch: 40,	 Iter: 600,	 Loss: 0.32215,	 Val-Acc1: 91.24 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:30:27 - INFO - Epoch: 40,	 Iter: 700,	 Loss: 0.39145,	 Val-Acc1: 90.74 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:30:46 - INFO - Epoch: 40,	 Iter: 800,	 Loss: 0.35872,	 Val-Acc1: 90.66 (Best: 91.52),	 Val-Acc5: 99.04
2021-01-24 10:31:08 - INFO - Epoch: 41,	 Iter: 0,	 Loss: 0.33242,	 Val-Acc1: 90.56 (Best: 91.52),	 Val-Acc5: 98.56
2021-01-24 10:31:27 - INFO - Epoch: 41,	 Iter: 100,	 Loss: 0.49419,	 Val-Acc1: 90.50 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:31:46 - INFO - Epoch: 41,	 Iter: 200,	 Loss: 0.38285,	 Val-Acc1: 91.20 (Best: 91.52),	 Val-Acc5: 98.70
2021-01-24 10:32:05 - INFO - Epoch: 41,	 Iter: 300,	 Loss: 0.35638,	 Val-Acc1: 91.22 (Best: 91.52),	 Val-Acc5: 98.92
2021-01-24 10:32:24 - INFO - Epoch: 41,	 Iter: 400,	 Loss: 0.45476,	 Val-Acc1: 90.82 (Best: 91.52),	 Val-Acc5: 98.70
2021-01-24 10:32:42 - INFO - Epoch: 41,	 Iter: 500,	 Loss: 0.38985,	 Val-Acc1: 90.36 (Best: 91.52),	 Val-Acc5: 98.70
2021-01-24 10:33:01 - INFO - Epoch: 41,	 Iter: 600,	 Loss: 0.36003,	 Val-Acc1: 90.42 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:33:20 - INFO - Epoch: 41,	 Iter: 700,	 Loss: 0.36252,	 Val-Acc1: 90.02 (Best: 91.52),	 Val-Acc5: 98.72
2021-01-24 10:33:39 - INFO - Epoch: 41,	 Iter: 800,	 Loss: 0.44775,	 Val-Acc1: 90.34 (Best: 91.52),	 Val-Acc5: 98.64
2021-01-24 10:34:02 - INFO - Epoch: 42,	 Iter: 0,	 Loss: 0.39152,	 Val-Acc1: 90.58 (Best: 91.52),	 Val-Acc5: 98.54
2021-01-24 10:34:21 - INFO - Epoch: 42,	 Iter: 100,	 Loss: 0.33300,	 Val-Acc1: 90.80 (Best: 91.52),	 Val-Acc5: 98.92
2021-01-24 10:34:40 - INFO - Epoch: 42,	 Iter: 200,	 Loss: 0.44350,	 Val-Acc1: 90.10 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:34:58 - INFO - Epoch: 42,	 Iter: 300,	 Loss: 0.40090,	 Val-Acc1: 90.14 (Best: 91.52),	 Val-Acc5: 98.60
2021-01-24 10:35:17 - INFO - Epoch: 42,	 Iter: 400,	 Loss: 0.44970,	 Val-Acc1: 91.18 (Best: 91.52),	 Val-Acc5: 99.08
2021-01-24 10:35:36 - INFO - Epoch: 42,	 Iter: 500,	 Loss: 0.44929,	 Val-Acc1: 89.84 (Best: 91.52),	 Val-Acc5: 98.44
2021-01-24 10:35:55 - INFO - Epoch: 42,	 Iter: 600,	 Loss: 0.38516,	 Val-Acc1: 91.02 (Best: 91.52),	 Val-Acc5: 99.04
2021-01-24 10:36:14 - INFO - Epoch: 42,	 Iter: 700,	 Loss: 0.35445,	 Val-Acc1: 90.76 (Best: 91.52),	 Val-Acc5: 98.86
2021-01-24 10:36:33 - INFO - Epoch: 42,	 Iter: 800,	 Loss: 0.47210,	 Val-Acc1: 90.46 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:36:56 - INFO - Epoch: 43,	 Iter: 0,	 Loss: 0.43104,	 Val-Acc1: 90.92 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:37:15 - INFO - Epoch: 43,	 Iter: 100,	 Loss: 0.37835,	 Val-Acc1: 90.80 (Best: 91.52),	 Val-Acc5: 99.04
2021-01-24 10:37:33 - INFO - Epoch: 43,	 Iter: 200,	 Loss: 0.33187,	 Val-Acc1: 90.44 (Best: 91.52),	 Val-Acc5: 98.52
2021-01-24 10:37:52 - INFO - Epoch: 43,	 Iter: 300,	 Loss: 0.38493,	 Val-Acc1: 90.64 (Best: 91.52),	 Val-Acc5: 98.76
2021-01-24 10:38:11 - INFO - Epoch: 43,	 Iter: 400,	 Loss: 0.37806,	 Val-Acc1: 90.70 (Best: 91.52),	 Val-Acc5: 98.92
2021-01-24 10:38:30 - INFO - Epoch: 43,	 Iter: 500,	 Loss: 0.43901,	 Val-Acc1: 90.42 (Best: 91.52),	 Val-Acc5: 98.42
2021-01-24 10:38:49 - INFO - Epoch: 43,	 Iter: 600,	 Loss: 0.40952,	 Val-Acc1: 90.86 (Best: 91.52),	 Val-Acc5: 98.78
2021-01-24 10:39:08 - INFO - Epoch: 43,	 Iter: 700,	 Loss: 0.46433,	 Val-Acc1: 90.76 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:39:27 - INFO - Epoch: 43,	 Iter: 800,	 Loss: 0.35643,	 Val-Acc1: 91.12 (Best: 91.52),	 Val-Acc5: 98.56
2021-01-24 10:39:50 - INFO - Epoch: 44,	 Iter: 0,	 Loss: 0.43614,	 Val-Acc1: 90.58 (Best: 91.52),	 Val-Acc5: 98.54
2021-01-24 10:40:09 - INFO - Epoch: 44,	 Iter: 100,	 Loss: 0.36682,	 Val-Acc1: 90.80 (Best: 91.52),	 Val-Acc5: 98.90
2021-01-24 10:40:28 - INFO - Epoch: 44,	 Iter: 200,	 Loss: 0.44808,	 Val-Acc1: 91.00 (Best: 91.52),	 Val-Acc5: 98.56
2021-01-24 10:40:46 - INFO - Epoch: 44,	 Iter: 300,	 Loss: 0.40793,	 Val-Acc1: 90.92 (Best: 91.52),	 Val-Acc5: 98.80
2021-01-24 10:41:05 - INFO - Epoch: 44,	 Iter: 400,	 Loss: 0.46298,	 Val-Acc1: 90.22 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:41:27 - INFO - Epoch: 44,	 Iter: 500,	 Loss: 0.55095,	 Val-Acc1: 90.44 (Best: 91.52),	 Val-Acc5: 99.00
2021-01-24 10:41:46 - INFO - Epoch: 44,	 Iter: 600,	 Loss: 0.40990,	 Val-Acc1: 90.36 (Best: 91.52),	 Val-Acc5: 98.86
2021-01-24 10:42:05 - INFO - Epoch: 44,	 Iter: 700,	 Loss: 0.35931,	 Val-Acc1: 91.16 (Best: 91.52),	 Val-Acc5: 98.72
2021-01-24 10:42:24 - INFO - Epoch: 44,	 Iter: 800,	 Loss: 0.36204,	 Val-Acc1: 90.30 (Best: 91.52),	 Val-Acc5: 98.90
2021-01-24 10:42:47 - INFO - Epoch: 45,	 Iter: 0,	 Loss: 0.40074,	 Val-Acc1: 90.70 (Best: 91.52),	 Val-Acc5: 98.90
2021-01-24 10:43:06 - INFO - Epoch: 45,	 Iter: 100,	 Loss: 0.39529,	 Val-Acc1: 90.52 (Best: 91.52),	 Val-Acc5: 99.06
2021-01-24 10:43:25 - INFO - Epoch: 45,	 Iter: 200,	 Loss: 0.39196,	 Val-Acc1: 90.86 (Best: 91.52),	 Val-Acc5: 98.78
2021-01-24 10:43:44 - INFO - Epoch: 45,	 Iter: 300,	 Loss: 0.38500,	 Val-Acc1: 91.24 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:44:03 - INFO - Epoch: 45,	 Iter: 400,	 Loss: 0.38837,	 Val-Acc1: 90.92 (Best: 91.52),	 Val-Acc5: 98.60
2021-01-24 10:44:22 - INFO - Epoch: 45,	 Iter: 500,	 Loss: 0.46846,	 Val-Acc1: 90.18 (Best: 91.52),	 Val-Acc5: 98.74
2021-01-24 10:44:41 - INFO - Epoch: 45,	 Iter: 600,	 Loss: 0.36993,	 Val-Acc1: 90.26 (Best: 91.52),	 Val-Acc5: 98.70
2021-01-24 10:45:00 - INFO - Epoch: 45,	 Iter: 700,	 Loss: 0.38660,	 Val-Acc1: 90.68 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:45:19 - INFO - Epoch: 45,	 Iter: 800,	 Loss: 0.36058,	 Val-Acc1: 90.46 (Best: 91.52),	 Val-Acc5: 98.54
2021-01-24 10:45:42 - INFO - Epoch: 46,	 Iter: 0,	 Loss: 0.42340,	 Val-Acc1: 89.94 (Best: 91.52),	 Val-Acc5: 98.54
2021-01-24 10:46:00 - INFO - Epoch: 46,	 Iter: 100,	 Loss: 0.42574,	 Val-Acc1: 89.84 (Best: 91.52),	 Val-Acc5: 98.64
2021-01-24 10:46:19 - INFO - Epoch: 46,	 Iter: 200,	 Loss: 0.39292,	 Val-Acc1: 90.18 (Best: 91.52),	 Val-Acc5: 98.84
2021-01-24 10:46:38 - INFO - Epoch: 46,	 Iter: 300,	 Loss: 0.34644,	 Val-Acc1: 90.54 (Best: 91.52),	 Val-Acc5: 99.08
2021-01-24 10:46:57 - INFO - Epoch: 46,	 Iter: 400,	 Loss: 0.34531,	 Val-Acc1: 90.02 (Best: 91.52),	 Val-Acc5: 98.94
2021-01-24 10:47:16 - INFO - Epoch: 46,	 Iter: 500,	 Loss: 0.38783,	 Val-Acc1: 89.98 (Best: 91.52),	 Val-Acc5: 99.06
2021-01-24 10:47:35 - INFO - Epoch: 46,	 Iter: 600,	 Loss: 0.35738,	 Val-Acc1: 90.18 (Best: 91.52),	 Val-Acc5: 98.44
2021-01-24 10:47:54 - INFO - Epoch: 46,	 Iter: 700,	 Loss: 0.38571,	 Val-Acc1: 90.70 (Best: 91.52),	 Val-Acc5: 98.68
2021-01-24 10:48:12 - INFO - Epoch: 46,	 Iter: 800,	 Loss: 0.40607,	 Val-Acc1: 90.68 (Best: 91.52),	 Val-Acc5: 98.58
2021-01-24 10:48:35 - INFO - Epoch: 47,	 Iter: 0,	 Loss: 0.40500,	 Val-Acc1: 90.38 (Best: 91.52),	 Val-Acc5: 98.94
2021-01-24 10:48:54 - INFO - Epoch: 47,	 Iter: 100,	 Loss: 0.36333,	 Val-Acc1: 90.92 (Best: 91.52),	 Val-Acc5: 98.40
2021-01-24 10:49:13 - INFO - Epoch: 47,	 Iter: 200,	 Loss: 0.40117,	 Val-Acc1: 91.00 (Best: 91.52),	 Val-Acc5: 99.12
2021-01-24 10:49:32 - INFO - Epoch: 47,	 Iter: 300,	 Loss: 0.36377,	 Val-Acc1: 90.68 (Best: 91.52),	 Val-Acc5: 98.94
2021-01-24 10:49:50 - INFO - Epoch: 47,	 Iter: 400,	 Loss: 0.65998,	 Val-Acc1: 90.10 (Best: 91.52),	 Val-Acc5: 98.38
2021-01-24 10:50:09 - INFO - Epoch: 47,	 Iter: 500,	 Loss: 0.36838,	 Val-Acc1: 90.26 (Best: 91.52),	 Val-Acc5: 98.86
2021-01-24 10:50:28 - INFO - Epoch: 47,	 Iter: 600,	 Loss: 0.42870,	 Val-Acc1: 89.96 (Best: 91.52),	 Val-Acc5: 98.80
2021-01-24 10:50:47 - INFO - Epoch: 47,	 Iter: 700,	 Loss: 0.38880,	 Val-Acc1: 90.08 (Best: 91.52),	 Val-Acc5: 98.58
2021-01-24 10:51:06 - INFO - Epoch: 47,	 Iter: 800,	 Loss: 0.38658,	 Val-Acc1: 90.04 (Best: 91.52),	 Val-Acc5: 98.56
2021-01-24 10:51:29 - INFO - Epoch: 48,	 Iter: 0,	 Loss: 0.38206,	 Val-Acc1: 90.52 (Best: 91.52),	 Val-Acc5: 98.52
2021-01-24 10:51:49 - INFO - Epoch: 48,	 Iter: 100,	 Loss: 0.47503,	 Val-Acc1: 90.62 (Best: 91.52),	 Val-Acc5: 99.18
2021-01-24 10:52:08 - INFO - Epoch: 48,	 Iter: 200,	 Loss: 0.44225,	 Val-Acc1: 90.14 (Best: 91.52),	 Val-Acc5: 98.96
2021-01-24 10:52:27 - INFO - Epoch: 48,	 Iter: 300,	 Loss: 0.42625,	 Val-Acc1: 90.54 (Best: 91.52),	 Val-Acc5: 99.06
2021-01-24 10:52:46 - INFO - Epoch: 48,	 Iter: 400,	 Loss: 0.37190,	 Val-Acc1: 90.64 (Best: 91.52),	 Val-Acc5: 98.62
2021-01-24 10:53:06 - INFO - Epoch: 48,	 Iter: 500,	 Loss: 0.38738,	 Val-Acc1: 90.66 (Best: 91.52),	 Val-Acc5: 98.86
2021-01-24 10:53:24 - INFO - Epoch: 48,	 Iter: 600,	 Loss: 0.37542,	 Val-Acc1: 90.22 (Best: 91.52),	 Val-Acc5: 98.90
2021-01-24 10:53:43 - INFO - Epoch: 48,	 Iter: 700,	 Loss: 0.46051,	 Val-Acc1: 91.04 (Best: 91.52),	 Val-Acc5: 98.88
2021-01-24 10:54:02 - INFO - Epoch: 48,	 Iter: 800,	 Loss: 0.37964,	 Val-Acc1: 90.38 (Best: 91.52),	 Val-Acc5: 99.00
2021-01-24 10:54:26 - INFO - Epoch: 49,	 Iter: 0,	 Loss: 0.43256,	 Val-Acc1: 90.16 (Best: 91.52),	 Val-Acc5: 98.72
2021-01-24 10:54:45 - INFO - Epoch: 49,	 Iter: 100,	 Loss: 0.45951,	 Val-Acc1: 90.10 (Best: 91.52),	 Val-Acc5: 98.80
2021-01-24 10:55:04 - INFO - Epoch: 49,	 Iter: 200,	 Loss: 0.31716,	 Val-Acc1: 91.22 (Best: 91.52),	 Val-Acc5: 98.76
2021-01-24 10:55:22 - INFO - Epoch: 49,	 Iter: 300,	 Loss: 0.39910,	 Val-Acc1: 90.20 (Best: 91.52),	 Val-Acc5: 98.88
2021-01-24 10:55:41 - INFO - Epoch: 49,	 Iter: 400,	 Loss: 0.44902,	 Val-Acc1: 90.50 (Best: 91.52),	 Val-Acc5: 98.98
2021-01-24 10:56:00 - INFO - Epoch: 49,	 Iter: 500,	 Loss: 0.46768,	 Val-Acc1: 90.90 (Best: 91.52),	 Val-Acc5: 98.68
2021-01-24 10:56:19 - INFO - Epoch: 49,	 Iter: 600,	 Loss: 0.37965,	 Val-Acc1: 91.08 (Best: 91.52),	 Val-Acc5: 99.02
2021-01-24 10:56:38 - INFO - Epoch: 49,	 Iter: 700,	 Loss: 0.44856,	 Val-Acc1: 90.96 (Best: 91.52),	 Val-Acc5: 98.80
2021-01-24 10:56:57 - INFO - Epoch: 49,	 Iter: 800,	 Loss: 0.44440,	 Val-Acc1: 91.14 (Best: 91.52),	 Val-Acc5: 98.86
2021-01-24 10:57:20 - INFO - Epoch: 50,	 Iter: 0,	 Loss: 0.40899,	 Val-Acc1: 90.72 (Best: 91.52),	 Val-Acc5: 98.76
2021-01-24 10:57:39 - INFO - Epoch: 50,	 Iter: 100,	 Loss: 0.37083,	 Val-Acc1: 90.74 (Best: 91.52),	 Val-Acc5: 98.76
2021-01-24 10:57:58 - INFO - Epoch: 50,	 Iter: 200,	 Loss: 0.36601,	 Val-Acc1: 90.70 (Best: 91.52),	 Val-Acc5: 98.78
2021-01-24 10:58:16 - INFO - Epoch: 50,	 Iter: 300,	 Loss: 0.43783,	 Val-Acc1: 90.74 (Best: 91.52),	 Val-Acc5: 98.78
2021-01-24 10:58:35 - INFO - Epoch: 50,	 Iter: 400,	 Loss: 0.42973,	 Val-Acc1: 91.26 (Best: 91.52),	 Val-Acc5: 98.88
2021-01-24 10:58:54 - INFO - Epoch: 50,	 Iter: 500,	 Loss: 0.42501,	 Val-Acc1: 90.32 (Best: 91.52),	 Val-Acc5: 98.76
2021-01-24 10:59:13 - INFO - Epoch: 50,	 Iter: 600,	 Loss: 0.44605,	 Val-Acc1: 90.56 (Best: 91.52),	 Val-Acc5: 98.44
2021-01-24 10:59:33 - INFO - Epoch: 50,	 Iter: 700,	 Loss: 0.35641,	 Val-Acc1: 91.62 (Best: 91.62),	 Val-Acc5: 98.94
2021-01-24 10:59:52 - INFO - Epoch: 50,	 Iter: 800,	 Loss: 0.39106,	 Val-Acc1: 90.80 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:00:15 - INFO - Epoch: 51,	 Iter: 0,	 Loss: 0.38581,	 Val-Acc1: 90.68 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:00:34 - INFO - Epoch: 51,	 Iter: 100,	 Loss: 0.36977,	 Val-Acc1: 91.16 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:00:53 - INFO - Epoch: 51,	 Iter: 200,	 Loss: 0.45506,	 Val-Acc1: 90.46 (Best: 91.62),	 Val-Acc5: 98.56
2021-01-24 11:01:12 - INFO - Epoch: 51,	 Iter: 300,	 Loss: 0.35380,	 Val-Acc1: 90.88 (Best: 91.62),	 Val-Acc5: 98.62
2021-01-24 11:01:31 - INFO - Epoch: 51,	 Iter: 400,	 Loss: 0.38149,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:01:50 - INFO - Epoch: 51,	 Iter: 500,	 Loss: 0.43533,	 Val-Acc1: 90.34 (Best: 91.62),	 Val-Acc5: 98.92
2021-01-24 11:02:09 - INFO - Epoch: 51,	 Iter: 600,	 Loss: 0.41665,	 Val-Acc1: 90.06 (Best: 91.62),	 Val-Acc5: 98.92
2021-01-24 11:02:28 - INFO - Epoch: 51,	 Iter: 700,	 Loss: 0.37149,	 Val-Acc1: 91.02 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:02:46 - INFO - Epoch: 51,	 Iter: 800,	 Loss: 0.42108,	 Val-Acc1: 90.52 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:03:10 - INFO - Epoch: 52,	 Iter: 0,	 Loss: 0.39047,	 Val-Acc1: 90.40 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:03:28 - INFO - Epoch: 52,	 Iter: 100,	 Loss: 0.33377,	 Val-Acc1: 90.56 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:03:47 - INFO - Epoch: 52,	 Iter: 200,	 Loss: 0.46308,	 Val-Acc1: 90.30 (Best: 91.62),	 Val-Acc5: 98.80
2021-01-24 11:04:06 - INFO - Epoch: 52,	 Iter: 300,	 Loss: 0.33747,	 Val-Acc1: 91.02 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:04:25 - INFO - Epoch: 52,	 Iter: 400,	 Loss: 0.33087,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:04:44 - INFO - Epoch: 52,	 Iter: 500,	 Loss: 0.42847,	 Val-Acc1: 90.60 (Best: 91.62),	 Val-Acc5: 98.88
2021-01-24 11:05:03 - INFO - Epoch: 52,	 Iter: 600,	 Loss: 0.31396,	 Val-Acc1: 90.36 (Best: 91.62),	 Val-Acc5: 98.52
2021-01-24 11:05:22 - INFO - Epoch: 52,	 Iter: 700,	 Loss: 0.37175,	 Val-Acc1: 90.86 (Best: 91.62),	 Val-Acc5: 98.60
2021-01-24 11:05:41 - INFO - Epoch: 52,	 Iter: 800,	 Loss: 0.37773,	 Val-Acc1: 90.16 (Best: 91.62),	 Val-Acc5: 98.38
2021-01-24 11:06:04 - INFO - Epoch: 53,	 Iter: 0,	 Loss: 0.40609,	 Val-Acc1: 90.22 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:06:22 - INFO - Epoch: 53,	 Iter: 100,	 Loss: 0.35923,	 Val-Acc1: 90.20 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:06:41 - INFO - Epoch: 53,	 Iter: 200,	 Loss: 0.30970,	 Val-Acc1: 90.62 (Best: 91.62),	 Val-Acc5: 98.48
2021-01-24 11:07:00 - INFO - Epoch: 53,	 Iter: 300,	 Loss: 0.33912,	 Val-Acc1: 90.30 (Best: 91.62),	 Val-Acc5: 98.34
2021-01-24 11:07:20 - INFO - Epoch: 53,	 Iter: 400,	 Loss: 0.33710,	 Val-Acc1: 90.68 (Best: 91.62),	 Val-Acc5: 98.62
2021-01-24 11:07:38 - INFO - Epoch: 53,	 Iter: 500,	 Loss: 0.32903,	 Val-Acc1: 90.66 (Best: 91.62),	 Val-Acc5: 98.66
2021-01-24 11:07:57 - INFO - Epoch: 53,	 Iter: 600,	 Loss: 0.41105,	 Val-Acc1: 90.66 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:08:16 - INFO - Epoch: 53,	 Iter: 700,	 Loss: 0.38554,	 Val-Acc1: 90.52 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:08:35 - INFO - Epoch: 53,	 Iter: 800,	 Loss: 0.44731,	 Val-Acc1: 91.06 (Best: 91.62),	 Val-Acc5: 98.78
2021-01-24 11:08:58 - INFO - Epoch: 54,	 Iter: 0,	 Loss: 0.33692,	 Val-Acc1: 90.86 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:09:17 - INFO - Epoch: 54,	 Iter: 100,	 Loss: 0.34610,	 Val-Acc1: 90.40 (Best: 91.62),	 Val-Acc5: 98.66
2021-01-24 11:09:36 - INFO - Epoch: 54,	 Iter: 200,	 Loss: 0.44014,	 Val-Acc1: 90.22 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:09:55 - INFO - Epoch: 54,	 Iter: 300,	 Loss: 0.35429,	 Val-Acc1: 90.28 (Best: 91.62),	 Val-Acc5: 98.46
2021-01-24 11:10:14 - INFO - Epoch: 54,	 Iter: 400,	 Loss: 0.37268,	 Val-Acc1: 91.02 (Best: 91.62),	 Val-Acc5: 98.50
2021-01-24 11:10:32 - INFO - Epoch: 54,	 Iter: 500,	 Loss: 0.35510,	 Val-Acc1: 90.82 (Best: 91.62),	 Val-Acc5: 98.72
2021-01-24 11:10:52 - INFO - Epoch: 54,	 Iter: 600,	 Loss: 0.36155,	 Val-Acc1: 90.98 (Best: 91.62),	 Val-Acc5: 98.66
2021-01-24 11:11:11 - INFO - Epoch: 54,	 Iter: 700,	 Loss: 0.40423,	 Val-Acc1: 90.80 (Best: 91.62),	 Val-Acc5: 98.90
2021-01-24 11:11:29 - INFO - Epoch: 54,	 Iter: 800,	 Loss: 0.33342,	 Val-Acc1: 90.38 (Best: 91.62),	 Val-Acc5: 98.80
2021-01-24 11:11:52 - INFO - Epoch: 55,	 Iter: 0,	 Loss: 0.34777,	 Val-Acc1: 90.60 (Best: 91.62),	 Val-Acc5: 98.76
2021-01-24 11:12:11 - INFO - Epoch: 55,	 Iter: 100,	 Loss: 0.41146,	 Val-Acc1: 90.54 (Best: 91.62),	 Val-Acc5: 98.68
2021-01-24 11:12:30 - INFO - Epoch: 55,	 Iter: 200,	 Loss: 0.37377,	 Val-Acc1: 90.96 (Best: 91.62),	 Val-Acc5: 98.90
2021-01-24 11:12:49 - INFO - Epoch: 55,	 Iter: 300,	 Loss: 0.37977,	 Val-Acc1: 90.58 (Best: 91.62),	 Val-Acc5: 98.60
2021-01-24 11:13:07 - INFO - Epoch: 55,	 Iter: 400,	 Loss: 0.37194,	 Val-Acc1: 90.36 (Best: 91.62),	 Val-Acc5: 98.28
2021-01-24 11:13:26 - INFO - Epoch: 55,	 Iter: 500,	 Loss: 0.36470,	 Val-Acc1: 90.52 (Best: 91.62),	 Val-Acc5: 98.64
2021-01-24 11:13:45 - INFO - Epoch: 55,	 Iter: 600,	 Loss: 0.34027,	 Val-Acc1: 90.12 (Best: 91.62),	 Val-Acc5: 98.46
2021-01-24 11:14:05 - INFO - Epoch: 55,	 Iter: 700,	 Loss: 0.48182,	 Val-Acc1: 90.32 (Best: 91.62),	 Val-Acc5: 99.00
2021-01-24 11:14:24 - INFO - Epoch: 55,	 Iter: 800,	 Loss: 0.40241,	 Val-Acc1: 90.64 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:14:47 - INFO - Epoch: 56,	 Iter: 0,	 Loss: 0.36688,	 Val-Acc1: 90.60 (Best: 91.62),	 Val-Acc5: 98.64
2021-01-24 11:15:06 - INFO - Epoch: 56,	 Iter: 100,	 Loss: 0.37731,	 Val-Acc1: 90.56 (Best: 91.62),	 Val-Acc5: 98.46
2021-01-24 11:15:24 - INFO - Epoch: 56,	 Iter: 200,	 Loss: 0.39858,	 Val-Acc1: 91.10 (Best: 91.62),	 Val-Acc5: 98.96
2021-01-24 11:15:43 - INFO - Epoch: 56,	 Iter: 300,	 Loss: 0.33778,	 Val-Acc1: 90.58 (Best: 91.62),	 Val-Acc5: 98.56
2021-01-24 11:16:02 - INFO - Epoch: 56,	 Iter: 400,	 Loss: 0.37299,	 Val-Acc1: 90.56 (Best: 91.62),	 Val-Acc5: 98.90
2021-01-24 11:16:22 - INFO - Epoch: 56,	 Iter: 500,	 Loss: 0.38199,	 Val-Acc1: 90.54 (Best: 91.62),	 Val-Acc5: 98.90
2021-01-24 11:16:40 - INFO - Epoch: 56,	 Iter: 600,	 Loss: 0.34449,	 Val-Acc1: 90.20 (Best: 91.62),	 Val-Acc5: 98.98
2021-01-24 11:16:59 - INFO - Epoch: 56,	 Iter: 700,	 Loss: 0.50112,	 Val-Acc1: 90.98 (Best: 91.62),	 Val-Acc5: 98.60
2021-01-24 11:17:18 - INFO - Epoch: 56,	 Iter: 800,	 Loss: 0.55882,	 Val-Acc1: 90.34 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:17:41 - INFO - Epoch: 57,	 Iter: 0,	 Loss: 0.39509,	 Val-Acc1: 90.54 (Best: 91.62),	 Val-Acc5: 98.32
2021-01-24 11:18:00 - INFO - Epoch: 57,	 Iter: 100,	 Loss: 0.45026,	 Val-Acc1: 90.70 (Best: 91.62),	 Val-Acc5: 98.78
2021-01-24 11:18:20 - INFO - Epoch: 57,	 Iter: 200,	 Loss: 0.49934,	 Val-Acc1: 90.72 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:18:38 - INFO - Epoch: 57,	 Iter: 300,	 Loss: 0.37144,	 Val-Acc1: 91.02 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:18:57 - INFO - Epoch: 57,	 Iter: 400,	 Loss: 0.36165,	 Val-Acc1: 90.92 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:19:16 - INFO - Epoch: 57,	 Iter: 500,	 Loss: 0.39754,	 Val-Acc1: 90.86 (Best: 91.62),	 Val-Acc5: 98.60
2021-01-24 11:19:35 - INFO - Epoch: 57,	 Iter: 600,	 Loss: 0.43561,	 Val-Acc1: 91.14 (Best: 91.62),	 Val-Acc5: 98.36
2021-01-24 11:19:55 - INFO - Epoch: 57,	 Iter: 700,	 Loss: 0.42647,	 Val-Acc1: 90.48 (Best: 91.62),	 Val-Acc5: 98.56
2021-01-24 11:20:13 - INFO - Epoch: 57,	 Iter: 800,	 Loss: 0.36985,	 Val-Acc1: 90.90 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:20:36 - INFO - Epoch: 58,	 Iter: 0,	 Loss: 0.35534,	 Val-Acc1: 90.74 (Best: 91.62),	 Val-Acc5: 98.64
2021-01-24 11:20:55 - INFO - Epoch: 58,	 Iter: 100,	 Loss: 0.32500,	 Val-Acc1: 90.42 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:21:14 - INFO - Epoch: 58,	 Iter: 200,	 Loss: 0.38308,	 Val-Acc1: 90.52 (Best: 91.62),	 Val-Acc5: 98.94
2021-01-24 11:21:33 - INFO - Epoch: 58,	 Iter: 300,	 Loss: 0.37632,	 Val-Acc1: 90.70 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:21:52 - INFO - Epoch: 58,	 Iter: 400,	 Loss: 0.45378,	 Val-Acc1: 90.94 (Best: 91.62),	 Val-Acc5: 98.88
2021-01-24 11:22:10 - INFO - Epoch: 58,	 Iter: 500,	 Loss: 0.39428,	 Val-Acc1: 90.10 (Best: 91.62),	 Val-Acc5: 98.40
2021-01-24 11:22:29 - INFO - Epoch: 58,	 Iter: 600,	 Loss: 0.44422,	 Val-Acc1: 90.62 (Best: 91.62),	 Val-Acc5: 98.80
2021-01-24 11:22:48 - INFO - Epoch: 58,	 Iter: 700,	 Loss: 0.47411,	 Val-Acc1: 90.86 (Best: 91.62),	 Val-Acc5: 98.42
2021-01-24 11:23:07 - INFO - Epoch: 58,	 Iter: 800,	 Loss: 0.41442,	 Val-Acc1: 90.62 (Best: 91.62),	 Val-Acc5: 98.78
2021-01-24 11:23:30 - INFO - Epoch: 59,	 Iter: 0,	 Loss: 0.32843,	 Val-Acc1: 90.42 (Best: 91.62),	 Val-Acc5: 98.86
2021-01-24 11:23:49 - INFO - Epoch: 59,	 Iter: 100,	 Loss: 0.44170,	 Val-Acc1: 90.72 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:24:07 - INFO - Epoch: 59,	 Iter: 200,	 Loss: 0.37610,	 Val-Acc1: 90.32 (Best: 91.62),	 Val-Acc5: 98.48
2021-01-24 11:24:26 - INFO - Epoch: 59,	 Iter: 300,	 Loss: 0.33120,	 Val-Acc1: 90.88 (Best: 91.62),	 Val-Acc5: 98.60
2021-01-24 11:24:45 - INFO - Epoch: 59,	 Iter: 400,	 Loss: 0.45331,	 Val-Acc1: 91.32 (Best: 91.62),	 Val-Acc5: 98.46
2021-01-24 11:25:04 - INFO - Epoch: 59,	 Iter: 500,	 Loss: 0.44757,	 Val-Acc1: 91.00 (Best: 91.62),	 Val-Acc5: 98.90
2021-01-24 11:25:23 - INFO - Epoch: 59,	 Iter: 600,	 Loss: 0.45028,	 Val-Acc1: 90.32 (Best: 91.62),	 Val-Acc5: 98.72
2021-01-24 11:25:42 - INFO - Epoch: 59,	 Iter: 700,	 Loss: 0.42470,	 Val-Acc1: 90.32 (Best: 91.62),	 Val-Acc5: 98.94
2021-01-24 11:26:00 - INFO - Epoch: 59,	 Iter: 800,	 Loss: 0.41605,	 Val-Acc1: 90.12 (Best: 91.62),	 Val-Acc5: 98.80
2021-01-24 11:26:23 - INFO - Epoch: 60,	 Iter: 0,	 Loss: 0.43332,	 Val-Acc1: 90.60 (Best: 91.62),	 Val-Acc5: 98.54
2021-01-24 11:26:42 - INFO - Epoch: 60,	 Iter: 100,	 Loss: 0.34427,	 Val-Acc1: 90.62 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:27:01 - INFO - Epoch: 60,	 Iter: 200,	 Loss: 0.50296,	 Val-Acc1: 91.02 (Best: 91.62),	 Val-Acc5: 98.54
2021-01-24 11:27:20 - INFO - Epoch: 60,	 Iter: 300,	 Loss: 0.33271,	 Val-Acc1: 90.72 (Best: 91.62),	 Val-Acc5: 99.00
2021-01-24 11:27:39 - INFO - Epoch: 60,	 Iter: 400,	 Loss: 0.40760,	 Val-Acc1: 90.84 (Best: 91.62),	 Val-Acc5: 98.64
2021-01-24 11:27:58 - INFO - Epoch: 60,	 Iter: 500,	 Loss: 0.40001,	 Val-Acc1: 90.82 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:28:17 - INFO - Epoch: 60,	 Iter: 600,	 Loss: 0.37459,	 Val-Acc1: 91.20 (Best: 91.62),	 Val-Acc5: 98.78
2021-01-24 11:28:36 - INFO - Epoch: 60,	 Iter: 700,	 Loss: 0.40556,	 Val-Acc1: 90.92 (Best: 91.62),	 Val-Acc5: 98.28
2021-01-24 11:28:55 - INFO - Epoch: 60,	 Iter: 800,	 Loss: 0.34703,	 Val-Acc1: 90.64 (Best: 91.62),	 Val-Acc5: 98.52
2021-01-24 11:29:18 - INFO - Epoch: 61,	 Iter: 0,	 Loss: 0.33681,	 Val-Acc1: 90.34 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:29:38 - INFO - Epoch: 61,	 Iter: 100,	 Loss: 0.35807,	 Val-Acc1: 90.68 (Best: 91.62),	 Val-Acc5: 98.42
2021-01-24 11:29:57 - INFO - Epoch: 61,	 Iter: 200,	 Loss: 0.38532,	 Val-Acc1: 90.40 (Best: 91.62),	 Val-Acc5: 98.64
2021-01-24 11:30:16 - INFO - Epoch: 61,	 Iter: 300,	 Loss: 0.37697,	 Val-Acc1: 90.50 (Best: 91.62),	 Val-Acc5: 98.54
2021-01-24 11:30:35 - INFO - Epoch: 61,	 Iter: 400,	 Loss: 0.31701,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:30:54 - INFO - Epoch: 61,	 Iter: 500,	 Loss: 0.40871,	 Val-Acc1: 90.92 (Best: 91.62),	 Val-Acc5: 98.72
2021-01-24 11:31:13 - INFO - Epoch: 61,	 Iter: 600,	 Loss: 0.31476,	 Val-Acc1: 90.86 (Best: 91.62),	 Val-Acc5: 98.96
2021-01-24 11:31:32 - INFO - Epoch: 61,	 Iter: 700,	 Loss: 0.37880,	 Val-Acc1: 91.10 (Best: 91.62),	 Val-Acc5: 98.72
2021-01-24 11:31:51 - INFO - Epoch: 61,	 Iter: 800,	 Loss: 0.33654,	 Val-Acc1: 90.80 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:32:14 - INFO - Epoch: 62,	 Iter: 0,	 Loss: 0.49291,	 Val-Acc1: 90.46 (Best: 91.62),	 Val-Acc5: 98.92
2021-01-24 11:32:32 - INFO - Epoch: 62,	 Iter: 100,	 Loss: 0.33864,	 Val-Acc1: 90.92 (Best: 91.62),	 Val-Acc5: 98.86
2021-01-24 11:32:51 - INFO - Epoch: 62,	 Iter: 200,	 Loss: 0.44987,	 Val-Acc1: 90.86 (Best: 91.62),	 Val-Acc5: 98.68
2021-01-24 11:33:10 - INFO - Epoch: 62,	 Iter: 300,	 Loss: 0.46687,	 Val-Acc1: 91.14 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:33:29 - INFO - Epoch: 62,	 Iter: 400,	 Loss: 0.34362,	 Val-Acc1: 90.96 (Best: 91.62),	 Val-Acc5: 98.72
2021-01-24 11:33:48 - INFO - Epoch: 62,	 Iter: 500,	 Loss: 0.34991,	 Val-Acc1: 90.82 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:34:07 - INFO - Epoch: 62,	 Iter: 600,	 Loss: 0.49220,	 Val-Acc1: 90.76 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:34:26 - INFO - Epoch: 62,	 Iter: 700,	 Loss: 0.54020,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.68
2021-01-24 11:34:45 - INFO - Epoch: 62,	 Iter: 800,	 Loss: 0.34483,	 Val-Acc1: 90.72 (Best: 91.62),	 Val-Acc5: 98.68
2021-01-24 11:35:08 - INFO - Epoch: 63,	 Iter: 0,	 Loss: 0.35843,	 Val-Acc1: 90.46 (Best: 91.62),	 Val-Acc5: 98.86
2021-01-24 11:35:27 - INFO - Epoch: 63,	 Iter: 100,	 Loss: 0.34733,	 Val-Acc1: 90.50 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:35:46 - INFO - Epoch: 63,	 Iter: 200,	 Loss: 0.34583,	 Val-Acc1: 91.08 (Best: 91.62),	 Val-Acc5: 98.86
2021-01-24 11:36:04 - INFO - Epoch: 63,	 Iter: 300,	 Loss: 0.37008,	 Val-Acc1: 91.00 (Best: 91.62),	 Val-Acc5: 98.72
2021-01-24 11:36:24 - INFO - Epoch: 63,	 Iter: 400,	 Loss: 0.38213,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:36:43 - INFO - Epoch: 63,	 Iter: 500,	 Loss: 0.36362,	 Val-Acc1: 90.48 (Best: 91.62),	 Val-Acc5: 98.54
2021-01-24 11:37:02 - INFO - Epoch: 63,	 Iter: 600,	 Loss: 0.43137,	 Val-Acc1: 90.50 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:37:22 - INFO - Epoch: 63,	 Iter: 700,	 Loss: 0.42758,	 Val-Acc1: 90.92 (Best: 91.62),	 Val-Acc5: 98.78
2021-01-24 11:37:41 - INFO - Epoch: 63,	 Iter: 800,	 Loss: 0.40883,	 Val-Acc1: 91.20 (Best: 91.62),	 Val-Acc5: 98.58
2021-01-24 11:38:04 - INFO - Epoch: 64,	 Iter: 0,	 Loss: 0.37739,	 Val-Acc1: 90.72 (Best: 91.62),	 Val-Acc5: 98.44
2021-01-24 11:38:23 - INFO - Epoch: 64,	 Iter: 100,	 Loss: 0.37301,	 Val-Acc1: 90.96 (Best: 91.62),	 Val-Acc5: 98.84
2021-01-24 11:38:42 - INFO - Epoch: 64,	 Iter: 200,	 Loss: 0.44796,	 Val-Acc1: 90.34 (Best: 91.62),	 Val-Acc5: 98.62
2021-01-24 11:39:01 - INFO - Epoch: 64,	 Iter: 300,	 Loss: 0.31933,	 Val-Acc1: 90.68 (Best: 91.62),	 Val-Acc5: 98.50
2021-01-24 11:39:20 - INFO - Epoch: 64,	 Iter: 400,	 Loss: 0.37884,	 Val-Acc1: 90.74 (Best: 91.62),	 Val-Acc5: 98.92
2021-01-24 11:39:39 - INFO - Epoch: 64,	 Iter: 500,	 Loss: 0.34223,	 Val-Acc1: 90.94 (Best: 91.62),	 Val-Acc5: 98.76
2021-01-24 11:39:58 - INFO - Epoch: 64,	 Iter: 600,	 Loss: 0.36200,	 Val-Acc1: 91.06 (Best: 91.62),	 Val-Acc5: 98.40
2021-01-24 11:40:17 - INFO - Epoch: 64,	 Iter: 700,	 Loss: 0.43423,	 Val-Acc1: 90.70 (Best: 91.62),	 Val-Acc5: 98.40
2021-01-24 11:40:35 - INFO - Epoch: 64,	 Iter: 800,	 Loss: 0.45664,	 Val-Acc1: 90.76 (Best: 91.62),	 Val-Acc5: 98.68
2021-01-24 11:40:58 - INFO - Epoch: 65,	 Iter: 0,	 Loss: 0.36959,	 Val-Acc1: 90.66 (Best: 91.62),	 Val-Acc5: 98.66
2021-01-24 11:41:17 - INFO - Epoch: 65,	 Iter: 100,	 Loss: 0.34632,	 Val-Acc1: 90.76 (Best: 91.62),	 Val-Acc5: 98.64
2021-01-24 11:41:36 - INFO - Epoch: 65,	 Iter: 200,	 Loss: 0.40335,	 Val-Acc1: 91.14 (Best: 91.62),	 Val-Acc5: 98.86
2021-01-24 11:41:56 - INFO - Epoch: 65,	 Iter: 300,	 Loss: 0.39164,	 Val-Acc1: 90.10 (Best: 91.62),	 Val-Acc5: 98.44
2021-01-24 11:42:15 - INFO - Epoch: 65,	 Iter: 400,	 Loss: 0.42941,	 Val-Acc1: 91.02 (Best: 91.62),	 Val-Acc5: 98.62
2021-01-24 11:42:34 - INFO - Epoch: 65,	 Iter: 500,	 Loss: 0.43789,	 Val-Acc1: 90.48 (Best: 91.62),	 Val-Acc5: 98.62
2021-01-24 11:42:53 - INFO - Epoch: 65,	 Iter: 600,	 Loss: 0.41300,	 Val-Acc1: 90.08 (Best: 91.62),	 Val-Acc5: 98.46
2021-01-24 11:43:13 - INFO - Epoch: 65,	 Iter: 700,	 Loss: 0.37177,	 Val-Acc1: 90.90 (Best: 91.62),	 Val-Acc5: 98.70
2021-01-24 11:43:32 - INFO - Epoch: 65,	 Iter: 800,	 Loss: 0.41745,	 Val-Acc1: 90.22 (Best: 91.62),	 Val-Acc5: 98.38
2021-01-24 11:43:55 - INFO - Epoch: 66,	 Iter: 0,	 Loss: 0.51706,	 Val-Acc1: 90.72 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:44:14 - INFO - Epoch: 66,	 Iter: 100,	 Loss: 0.40579,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.86
2021-01-24 11:44:34 - INFO - Epoch: 66,	 Iter: 200,	 Loss: 0.40029,	 Val-Acc1: 91.34 (Best: 91.62),	 Val-Acc5: 98.76
2021-01-24 11:44:53 - INFO - Epoch: 66,	 Iter: 300,	 Loss: 0.34063,	 Val-Acc1: 90.42 (Best: 91.62),	 Val-Acc5: 98.96
2021-01-24 11:45:12 - INFO - Epoch: 66,	 Iter: 400,	 Loss: 0.44469,	 Val-Acc1: 90.24 (Best: 91.62),	 Val-Acc5: 98.62
2021-01-24 11:45:32 - INFO - Epoch: 66,	 Iter: 500,	 Loss: 0.44126,	 Val-Acc1: 90.20 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:45:51 - INFO - Epoch: 66,	 Iter: 600,	 Loss: 0.48349,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.78
2021-01-24 11:45:51 - INFO - lr: 8e-05
2021-01-24 11:46:11 - INFO - Epoch: 66,	 Iter: 700,	 Loss: 0.38006,	 Val-Acc1: 90.90 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:46:30 - INFO - Epoch: 66,	 Iter: 800,	 Loss: 0.34106,	 Val-Acc1: 90.78 (Best: 91.62),	 Val-Acc5: 98.96
2021-01-24 11:46:54 - INFO - Epoch: 67,	 Iter: 0,	 Loss: 0.41621,	 Val-Acc1: 90.88 (Best: 91.62),	 Val-Acc5: 98.74
2021-01-24 11:47:13 - INFO - Epoch: 67,	 Iter: 100,	 Loss: 0.36206,	 Val-Acc1: 91.04 (Best: 91.62),	 Val-Acc5: 98.82
2021-01-24 11:47:33 - INFO - Epoch: 67,	 Iter: 200,	 Loss: 0.42495,	 Val-Acc1: 91.68 (Best: 91.68),	 Val-Acc5: 98.90
2021-01-24 11:47:53 - INFO - Epoch: 67,	 Iter: 300,	 Loss: 0.37397,	 Val-Acc1: 91.10 (Best: 91.68),	 Val-Acc5: 99.02
2021-01-24 11:48:12 - INFO - Epoch: 67,	 Iter: 400,	 Loss: 0.34492,	 Val-Acc1: 91.34 (Best: 91.68),	 Val-Acc5: 98.56
2021-01-24 11:48:32 - INFO - Epoch: 67,	 Iter: 500,	 Loss: 0.40763,	 Val-Acc1: 91.92 (Best: 91.92),	 Val-Acc5: 98.80
2021-01-24 11:48:51 - INFO - Epoch: 67,	 Iter: 600,	 Loss: 0.35901,	 Val-Acc1: 91.20 (Best: 91.92),	 Val-Acc5: 98.78
2021-01-24 11:49:10 - INFO - Epoch: 67,	 Iter: 700,	 Loss: 0.31679,	 Val-Acc1: 91.36 (Best: 91.92),	 Val-Acc5: 98.88
2021-01-24 11:49:30 - INFO - Epoch: 67,	 Iter: 800,	 Loss: 0.36393,	 Val-Acc1: 91.18 (Best: 91.92),	 Val-Acc5: 98.64
2021-01-24 11:49:54 - INFO - Epoch: 68,	 Iter: 0,	 Loss: 0.41084,	 Val-Acc1: 91.06 (Best: 91.92),	 Val-Acc5: 98.88
2021-01-24 11:50:13 - INFO - Epoch: 68,	 Iter: 100,	 Loss: 0.35238,	 Val-Acc1: 91.30 (Best: 91.92),	 Val-Acc5: 98.92
2021-01-24 11:50:32 - INFO - Epoch: 68,	 Iter: 200,	 Loss: 0.34167,	 Val-Acc1: 91.02 (Best: 91.92),	 Val-Acc5: 98.80
2021-01-24 11:50:51 - INFO - Epoch: 68,	 Iter: 300,	 Loss: 0.41844,	 Val-Acc1: 91.40 (Best: 91.92),	 Val-Acc5: 98.84
2021-01-24 11:51:10 - INFO - Epoch: 68,	 Iter: 400,	 Loss: 0.32075,	 Val-Acc1: 91.58 (Best: 91.92),	 Val-Acc5: 98.72
2021-01-24 11:51:30 - INFO - Epoch: 68,	 Iter: 500,	 Loss: 0.34123,	 Val-Acc1: 91.56 (Best: 91.92),	 Val-Acc5: 98.86
2021-01-24 11:51:49 - INFO - Epoch: 68,	 Iter: 600,	 Loss: 0.36642,	 Val-Acc1: 91.42 (Best: 91.92),	 Val-Acc5: 98.86
2021-01-24 11:52:08 - INFO - Epoch: 68,	 Iter: 700,	 Loss: 0.33956,	 Val-Acc1: 91.52 (Best: 91.92),	 Val-Acc5: 98.76
2021-01-24 11:52:28 - INFO - Epoch: 68,	 Iter: 800,	 Loss: 0.36024,	 Val-Acc1: 91.06 (Best: 91.92),	 Val-Acc5: 99.02
2021-01-24 11:52:52 - INFO - Epoch: 69,	 Iter: 0,	 Loss: 0.33985,	 Val-Acc1: 90.76 (Best: 91.92),	 Val-Acc5: 98.68
2021-01-24 11:53:11 - INFO - Epoch: 69,	 Iter: 100,	 Loss: 0.36476,	 Val-Acc1: 91.16 (Best: 91.92),	 Val-Acc5: 99.06
2021-01-24 11:53:30 - INFO - Epoch: 69,	 Iter: 200,	 Loss: 0.37146,	 Val-Acc1: 91.60 (Best: 91.92),	 Val-Acc5: 98.90
2021-01-24 11:53:49 - INFO - Epoch: 69,	 Iter: 300,	 Loss: 0.45667,	 Val-Acc1: 91.26 (Best: 91.92),	 Val-Acc5: 98.86
2021-01-24 11:54:09 - INFO - Epoch: 69,	 Iter: 400,	 Loss: 0.31727,	 Val-Acc1: 91.46 (Best: 91.92),	 Val-Acc5: 98.88
2021-01-24 11:54:28 - INFO - Epoch: 69,	 Iter: 500,	 Loss: 0.33655,	 Val-Acc1: 91.30 (Best: 91.92),	 Val-Acc5: 98.82
2021-01-24 11:54:47 - INFO - Epoch: 69,	 Iter: 600,	 Loss: 0.34488,	 Val-Acc1: 91.84 (Best: 91.92),	 Val-Acc5: 99.08
2021-01-24 11:55:07 - INFO - Epoch: 69,	 Iter: 700,	 Loss: 0.33043,	 Val-Acc1: 91.98 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 11:55:26 - INFO - Epoch: 69,	 Iter: 800,	 Loss: 0.32683,	 Val-Acc1: 91.46 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 11:55:50 - INFO - Epoch: 70,	 Iter: 0,	 Loss: 0.35823,	 Val-Acc1: 91.80 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 11:56:09 - INFO - Epoch: 70,	 Iter: 100,	 Loss: 0.32027,	 Val-Acc1: 91.26 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 11:56:28 - INFO - Epoch: 70,	 Iter: 200,	 Loss: 0.32836,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 11:56:48 - INFO - Epoch: 70,	 Iter: 300,	 Loss: 0.36344,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 11:57:07 - INFO - Epoch: 70,	 Iter: 400,	 Loss: 0.39972,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 11:57:26 - INFO - Epoch: 70,	 Iter: 500,	 Loss: 0.33093,	 Val-Acc1: 91.68 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 11:57:45 - INFO - Epoch: 70,	 Iter: 600,	 Loss: 0.41149,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 11:58:05 - INFO - Epoch: 70,	 Iter: 700,	 Loss: 0.36025,	 Val-Acc1: 91.62 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 11:58:24 - INFO - Epoch: 70,	 Iter: 800,	 Loss: 0.33933,	 Val-Acc1: 91.44 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 11:58:48 - INFO - Epoch: 71,	 Iter: 0,	 Loss: 0.40595,	 Val-Acc1: 91.60 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 11:59:07 - INFO - Epoch: 71,	 Iter: 100,	 Loss: 0.37610,	 Val-Acc1: 91.44 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 11:59:27 - INFO - Epoch: 71,	 Iter: 200,	 Loss: 0.33323,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 11:59:46 - INFO - Epoch: 71,	 Iter: 300,	 Loss: 0.34756,	 Val-Acc1: 91.44 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 12:00:05 - INFO - Epoch: 71,	 Iter: 400,	 Loss: 0.31967,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 12:00:24 - INFO - Epoch: 71,	 Iter: 500,	 Loss: 0.47481,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:00:44 - INFO - Epoch: 71,	 Iter: 600,	 Loss: 0.37105,	 Val-Acc1: 91.00 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:01:03 - INFO - Epoch: 71,	 Iter: 700,	 Loss: 0.34378,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:01:22 - INFO - Epoch: 71,	 Iter: 800,	 Loss: 0.38294,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:01:46 - INFO - Epoch: 72,	 Iter: 0,	 Loss: 0.32813,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 12:02:05 - INFO - Epoch: 72,	 Iter: 100,	 Loss: 0.38641,	 Val-Acc1: 91.50 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 12:02:25 - INFO - Epoch: 72,	 Iter: 200,	 Loss: 0.34054,	 Val-Acc1: 91.66 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:02:44 - INFO - Epoch: 72,	 Iter: 300,	 Loss: 0.35819,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:03:04 - INFO - Epoch: 72,	 Iter: 400,	 Loss: 0.43238,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 12:03:23 - INFO - Epoch: 72,	 Iter: 500,	 Loss: 0.40944,	 Val-Acc1: 91.42 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:03:42 - INFO - Epoch: 72,	 Iter: 600,	 Loss: 0.43620,	 Val-Acc1: 91.26 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:04:01 - INFO - Epoch: 72,	 Iter: 700,	 Loss: 0.36514,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:04:21 - INFO - Epoch: 72,	 Iter: 800,	 Loss: 0.35350,	 Val-Acc1: 91.60 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:04:44 - INFO - Epoch: 73,	 Iter: 0,	 Loss: 0.31587,	 Val-Acc1: 91.20 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 12:05:04 - INFO - Epoch: 73,	 Iter: 100,	 Loss: 0.37624,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 12:05:23 - INFO - Epoch: 73,	 Iter: 200,	 Loss: 0.37462,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:05:42 - INFO - Epoch: 73,	 Iter: 300,	 Loss: 0.39520,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:06:01 - INFO - Epoch: 73,	 Iter: 400,	 Loss: 0.33817,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:06:21 - INFO - Epoch: 73,	 Iter: 500,	 Loss: 0.52362,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:06:40 - INFO - Epoch: 73,	 Iter: 600,	 Loss: 0.32009,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 12:06:59 - INFO - Epoch: 73,	 Iter: 700,	 Loss: 0.38976,	 Val-Acc1: 91.36 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:07:18 - INFO - Epoch: 73,	 Iter: 800,	 Loss: 0.34353,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:07:42 - INFO - Epoch: 74,	 Iter: 0,	 Loss: 0.44138,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.54
2021-01-24 12:08:01 - INFO - Epoch: 74,	 Iter: 100,	 Loss: 0.42362,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:08:20 - INFO - Epoch: 74,	 Iter: 200,	 Loss: 0.45600,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:08:40 - INFO - Epoch: 74,	 Iter: 300,	 Loss: 0.43007,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 12:08:59 - INFO - Epoch: 74,	 Iter: 400,	 Loss: 0.34404,	 Val-Acc1: 91.26 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:09:18 - INFO - Epoch: 74,	 Iter: 500,	 Loss: 0.39141,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:09:38 - INFO - Epoch: 74,	 Iter: 600,	 Loss: 0.34298,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:09:57 - INFO - Epoch: 74,	 Iter: 700,	 Loss: 0.34280,	 Val-Acc1: 91.40 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:10:16 - INFO - Epoch: 74,	 Iter: 800,	 Loss: 0.34348,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:10:40 - INFO - Epoch: 75,	 Iter: 0,	 Loss: 0.40058,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:10:59 - INFO - Epoch: 75,	 Iter: 100,	 Loss: 0.44920,	 Val-Acc1: 91.30 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:11:18 - INFO - Epoch: 75,	 Iter: 200,	 Loss: 0.48557,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 12:11:38 - INFO - Epoch: 75,	 Iter: 300,	 Loss: 0.34918,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 12:11:57 - INFO - Epoch: 75,	 Iter: 400,	 Loss: 0.31897,	 Val-Acc1: 91.44 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:12:16 - INFO - Epoch: 75,	 Iter: 500,	 Loss: 0.35246,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:12:36 - INFO - Epoch: 75,	 Iter: 600,	 Loss: 0.41373,	 Val-Acc1: 91.46 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 12:12:55 - INFO - Epoch: 75,	 Iter: 700,	 Loss: 0.37210,	 Val-Acc1: 91.30 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:13:14 - INFO - Epoch: 75,	 Iter: 800,	 Loss: 0.38143,	 Val-Acc1: 91.30 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:13:38 - INFO - Epoch: 76,	 Iter: 0,	 Loss: 0.35240,	 Val-Acc1: 91.36 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 12:13:57 - INFO - Epoch: 76,	 Iter: 100,	 Loss: 0.36985,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:14:16 - INFO - Epoch: 76,	 Iter: 200,	 Loss: 0.32041,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:14:36 - INFO - Epoch: 76,	 Iter: 300,	 Loss: 0.36431,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 98.40
2021-01-24 12:14:55 - INFO - Epoch: 76,	 Iter: 400,	 Loss: 0.46551,	 Val-Acc1: 91.00 (Best: 91.98),	 Val-Acc5: 98.46
2021-01-24 12:15:14 - INFO - Epoch: 76,	 Iter: 500,	 Loss: 0.36995,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 98.46
2021-01-24 12:15:34 - INFO - Epoch: 76,	 Iter: 600,	 Loss: 0.35498,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:15:53 - INFO - Epoch: 76,	 Iter: 700,	 Loss: 0.42153,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:16:12 - INFO - Epoch: 76,	 Iter: 800,	 Loss: 0.47376,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:16:36 - INFO - Epoch: 77,	 Iter: 0,	 Loss: 0.35550,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 12:16:55 - INFO - Epoch: 77,	 Iter: 100,	 Loss: 0.40775,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.50
2021-01-24 12:17:14 - INFO - Epoch: 77,	 Iter: 200,	 Loss: 0.37539,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 12:17:34 - INFO - Epoch: 77,	 Iter: 300,	 Loss: 0.52493,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 12:17:53 - INFO - Epoch: 77,	 Iter: 400,	 Loss: 0.33372,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 12:18:13 - INFO - Epoch: 77,	 Iter: 500,	 Loss: 0.34526,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 12:18:32 - INFO - Epoch: 77,	 Iter: 600,	 Loss: 0.40583,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 12:18:52 - INFO - Epoch: 77,	 Iter: 700,	 Loss: 0.39353,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:19:11 - INFO - Epoch: 77,	 Iter: 800,	 Loss: 0.50649,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:19:35 - INFO - Epoch: 78,	 Iter: 0,	 Loss: 0.32201,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:19:53 - INFO - Epoch: 78,	 Iter: 100,	 Loss: 0.35792,	 Val-Acc1: 91.38 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:20:12 - INFO - Epoch: 78,	 Iter: 200,	 Loss: 0.38056,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 12:20:31 - INFO - Epoch: 78,	 Iter: 300,	 Loss: 0.36318,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:20:50 - INFO - Epoch: 78,	 Iter: 400,	 Loss: 0.32483,	 Val-Acc1: 91.66 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:21:09 - INFO - Epoch: 78,	 Iter: 500,	 Loss: 0.42637,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:21:28 - INFO - Epoch: 78,	 Iter: 600,	 Loss: 0.41604,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:21:47 - INFO - Epoch: 78,	 Iter: 700,	 Loss: 0.36248,	 Val-Acc1: 91.34 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:22:06 - INFO - Epoch: 78,	 Iter: 800,	 Loss: 0.36304,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 12:22:29 - INFO - Epoch: 79,	 Iter: 0,	 Loss: 0.40739,	 Val-Acc1: 91.54 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 12:22:48 - INFO - Epoch: 79,	 Iter: 100,	 Loss: 0.31696,	 Val-Acc1: 91.62 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:23:07 - INFO - Epoch: 79,	 Iter: 200,	 Loss: 0.41735,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:23:27 - INFO - Epoch: 79,	 Iter: 300,	 Loss: 0.37255,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:23:46 - INFO - Epoch: 79,	 Iter: 400,	 Loss: 0.36331,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.46
2021-01-24 12:24:05 - INFO - Epoch: 79,	 Iter: 500,	 Loss: 0.36943,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 12:24:24 - INFO - Epoch: 79,	 Iter: 600,	 Loss: 0.33926,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:24:43 - INFO - Epoch: 79,	 Iter: 700,	 Loss: 0.38219,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:25:02 - INFO - Epoch: 79,	 Iter: 800,	 Loss: 0.39979,	 Val-Acc1: 91.44 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:25:26 - INFO - Epoch: 80,	 Iter: 0,	 Loss: 0.39526,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:25:45 - INFO - Epoch: 80,	 Iter: 100,	 Loss: 0.37867,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:26:03 - INFO - Epoch: 80,	 Iter: 200,	 Loss: 0.33804,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 12:26:22 - INFO - Epoch: 80,	 Iter: 300,	 Loss: 0.45237,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 12:26:42 - INFO - Epoch: 80,	 Iter: 400,	 Loss: 0.37335,	 Val-Acc1: 89.92 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 12:27:01 - INFO - Epoch: 80,	 Iter: 500,	 Loss: 0.40381,	 Val-Acc1: 90.50 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:27:20 - INFO - Epoch: 80,	 Iter: 600,	 Loss: 0.44275,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:27:39 - INFO - Epoch: 80,	 Iter: 700,	 Loss: 0.36619,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:27:58 - INFO - Epoch: 80,	 Iter: 800,	 Loss: 0.31414,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:28:22 - INFO - Epoch: 81,	 Iter: 0,	 Loss: 0.33629,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 12:28:40 - INFO - Epoch: 81,	 Iter: 100,	 Loss: 0.35621,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:28:59 - INFO - Epoch: 81,	 Iter: 200,	 Loss: 0.38322,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:29:18 - INFO - Epoch: 81,	 Iter: 300,	 Loss: 0.54605,	 Val-Acc1: 90.22 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 12:29:37 - INFO - Epoch: 81,	 Iter: 400,	 Loss: 0.33629,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 12:29:56 - INFO - Epoch: 81,	 Iter: 500,	 Loss: 0.38068,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 12:30:15 - INFO - Epoch: 81,	 Iter: 600,	 Loss: 0.35258,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:30:35 - INFO - Epoch: 81,	 Iter: 700,	 Loss: 0.43133,	 Val-Acc1: 90.68 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 12:30:53 - INFO - Epoch: 81,	 Iter: 800,	 Loss: 0.36385,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:31:17 - INFO - Epoch: 82,	 Iter: 0,	 Loss: 0.38539,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:31:35 - INFO - Epoch: 82,	 Iter: 100,	 Loss: 0.38710,	 Val-Acc1: 91.26 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:31:55 - INFO - Epoch: 82,	 Iter: 200,	 Loss: 0.34706,	 Val-Acc1: 90.32 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 12:32:14 - INFO - Epoch: 82,	 Iter: 300,	 Loss: 0.37512,	 Val-Acc1: 90.68 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:32:33 - INFO - Epoch: 82,	 Iter: 400,	 Loss: 0.46067,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:32:52 - INFO - Epoch: 82,	 Iter: 500,	 Loss: 0.37599,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 12:33:11 - INFO - Epoch: 82,	 Iter: 600,	 Loss: 0.43316,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 12:33:30 - INFO - Epoch: 82,	 Iter: 700,	 Loss: 0.36642,	 Val-Acc1: 91.20 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:33:49 - INFO - Epoch: 82,	 Iter: 800,	 Loss: 0.42718,	 Val-Acc1: 91.20 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:34:12 - INFO - Epoch: 83,	 Iter: 0,	 Loss: 0.35998,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:34:31 - INFO - Epoch: 83,	 Iter: 100,	 Loss: 0.39910,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:34:50 - INFO - Epoch: 83,	 Iter: 200,	 Loss: 0.38264,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:35:09 - INFO - Epoch: 83,	 Iter: 300,	 Loss: 0.38329,	 Val-Acc1: 91.50 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 12:35:28 - INFO - Epoch: 83,	 Iter: 400,	 Loss: 0.40214,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:35:47 - INFO - Epoch: 83,	 Iter: 500,	 Loss: 0.36546,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:36:06 - INFO - Epoch: 83,	 Iter: 600,	 Loss: 0.32310,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 12:36:25 - INFO - Epoch: 83,	 Iter: 700,	 Loss: 0.33578,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:36:44 - INFO - Epoch: 83,	 Iter: 800,	 Loss: 0.37592,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:37:07 - INFO - Epoch: 84,	 Iter: 0,	 Loss: 0.33929,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:37:27 - INFO - Epoch: 84,	 Iter: 100,	 Loss: 0.34531,	 Val-Acc1: 91.38 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:37:46 - INFO - Epoch: 84,	 Iter: 200,	 Loss: 0.38445,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:38:05 - INFO - Epoch: 84,	 Iter: 300,	 Loss: 0.31306,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:38:24 - INFO - Epoch: 84,	 Iter: 400,	 Loss: 0.33332,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 12:38:44 - INFO - Epoch: 84,	 Iter: 500,	 Loss: 0.30514,	 Val-Acc1: 91.20 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 12:39:03 - INFO - Epoch: 84,	 Iter: 600,	 Loss: 0.39493,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 12:39:23 - INFO - Epoch: 84,	 Iter: 700,	 Loss: 0.35097,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:39:42 - INFO - Epoch: 84,	 Iter: 800,	 Loss: 0.38999,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 12:40:06 - INFO - Epoch: 85,	 Iter: 0,	 Loss: 0.34004,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 12:40:25 - INFO - Epoch: 85,	 Iter: 100,	 Loss: 0.31275,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:40:44 - INFO - Epoch: 85,	 Iter: 200,	 Loss: 0.45562,	 Val-Acc1: 90.66 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:41:03 - INFO - Epoch: 85,	 Iter: 300,	 Loss: 0.33216,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 12:41:23 - INFO - Epoch: 85,	 Iter: 400,	 Loss: 0.46495,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 12:41:42 - INFO - Epoch: 85,	 Iter: 500,	 Loss: 0.41080,	 Val-Acc1: 89.98 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 12:42:01 - INFO - Epoch: 85,	 Iter: 600,	 Loss: 0.46057,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:42:21 - INFO - Epoch: 85,	 Iter: 700,	 Loss: 0.52297,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:42:40 - INFO - Epoch: 85,	 Iter: 800,	 Loss: 0.49803,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 12:43:04 - INFO - Epoch: 86,	 Iter: 0,	 Loss: 0.36987,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 12:43:23 - INFO - Epoch: 86,	 Iter: 100,	 Loss: 0.34704,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 12:43:42 - INFO - Epoch: 86,	 Iter: 200,	 Loss: 0.34866,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 12:44:02 - INFO - Epoch: 86,	 Iter: 300,	 Loss: 0.35315,	 Val-Acc1: 91.34 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 12:44:21 - INFO - Epoch: 86,	 Iter: 400,	 Loss: 0.30243,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 12:44:41 - INFO - Epoch: 86,	 Iter: 500,	 Loss: 0.43031,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:45:00 - INFO - Epoch: 86,	 Iter: 600,	 Loss: 0.36682,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:45:20 - INFO - Epoch: 86,	 Iter: 700,	 Loss: 0.40059,	 Val-Acc1: 90.30 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 12:45:39 - INFO - Epoch: 86,	 Iter: 800,	 Loss: 0.35642,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 12:46:03 - INFO - Epoch: 87,	 Iter: 0,	 Loss: 0.35314,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:46:22 - INFO - Epoch: 87,	 Iter: 100,	 Loss: 0.40655,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 12:46:42 - INFO - Epoch: 87,	 Iter: 200,	 Loss: 0.36362,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:47:01 - INFO - Epoch: 87,	 Iter: 300,	 Loss: 0.35941,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:47:20 - INFO - Epoch: 87,	 Iter: 400,	 Loss: 0.37159,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:47:40 - INFO - Epoch: 87,	 Iter: 500,	 Loss: 0.33513,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:47:59 - INFO - Epoch: 87,	 Iter: 600,	 Loss: 0.42729,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:48:19 - INFO - Epoch: 87,	 Iter: 700,	 Loss: 0.33254,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 12:48:38 - INFO - Epoch: 87,	 Iter: 800,	 Loss: 0.33076,	 Val-Acc1: 90.50 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 12:49:01 - INFO - Epoch: 88,	 Iter: 0,	 Loss: 0.37136,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 12:49:20 - INFO - Epoch: 88,	 Iter: 100,	 Loss: 0.40132,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:49:40 - INFO - Epoch: 88,	 Iter: 200,	 Loss: 0.42669,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:49:59 - INFO - Epoch: 88,	 Iter: 300,	 Loss: 0.34700,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 12:50:18 - INFO - Epoch: 88,	 Iter: 400,	 Loss: 0.39012,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:50:38 - INFO - Epoch: 88,	 Iter: 500,	 Loss: 0.43427,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 12:50:58 - INFO - Epoch: 88,	 Iter: 600,	 Loss: 0.34635,	 Val-Acc1: 90.32 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 12:51:17 - INFO - Epoch: 88,	 Iter: 700,	 Loss: 0.48548,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 12:51:37 - INFO - Epoch: 88,	 Iter: 800,	 Loss: 0.46326,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 12:52:01 - INFO - Epoch: 89,	 Iter: 0,	 Loss: 0.39622,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 12:52:20 - INFO - Epoch: 89,	 Iter: 100,	 Loss: 0.36450,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.36
2021-01-24 12:52:39 - INFO - Epoch: 89,	 Iter: 200,	 Loss: 0.37166,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:52:58 - INFO - Epoch: 89,	 Iter: 300,	 Loss: 0.44875,	 Val-Acc1: 91.38 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 12:53:17 - INFO - Epoch: 89,	 Iter: 400,	 Loss: 0.36283,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 99.30
2021-01-24 12:53:37 - INFO - Epoch: 89,	 Iter: 500,	 Loss: 0.32119,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 12:53:56 - INFO - Epoch: 89,	 Iter: 600,	 Loss: 0.37696,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 12:54:15 - INFO - Epoch: 89,	 Iter: 700,	 Loss: 0.33016,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:54:34 - INFO - Epoch: 89,	 Iter: 800,	 Loss: 0.41216,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 12:54:57 - INFO - Epoch: 90,	 Iter: 0,	 Loss: 0.34940,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 12:55:16 - INFO - Epoch: 90,	 Iter: 100,	 Loss: 0.31700,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 12:55:35 - INFO - Epoch: 90,	 Iter: 200,	 Loss: 0.39067,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 12:55:54 - INFO - Epoch: 90,	 Iter: 300,	 Loss: 0.40242,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 12:56:12 - INFO - Epoch: 90,	 Iter: 400,	 Loss: 0.42760,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:56:32 - INFO - Epoch: 90,	 Iter: 500,	 Loss: 0.54231,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 12:56:50 - INFO - Epoch: 90,	 Iter: 600,	 Loss: 0.35733,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 12:57:10 - INFO - Epoch: 90,	 Iter: 700,	 Loss: 0.37202,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 12:57:29 - INFO - Epoch: 90,	 Iter: 800,	 Loss: 0.35835,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 12:57:52 - INFO - Epoch: 91,	 Iter: 0,	 Loss: 0.35490,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 12:58:10 - INFO - Epoch: 91,	 Iter: 100,	 Loss: 0.46574,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 12:58:30 - INFO - Epoch: 91,	 Iter: 200,	 Loss: 0.41412,	 Val-Acc1: 90.66 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 12:58:49 - INFO - Epoch: 91,	 Iter: 300,	 Loss: 0.40346,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 12:59:07 - INFO - Epoch: 91,	 Iter: 400,	 Loss: 0.51277,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 12:59:26 - INFO - Epoch: 91,	 Iter: 500,	 Loss: 0.33727,	 Val-Acc1: 91.46 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 12:59:45 - INFO - Epoch: 91,	 Iter: 600,	 Loss: 0.48187,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 13:00:04 - INFO - Epoch: 91,	 Iter: 700,	 Loss: 0.37383,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:00:24 - INFO - Epoch: 91,	 Iter: 800,	 Loss: 0.36226,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 13:00:47 - INFO - Epoch: 92,	 Iter: 0,	 Loss: 0.37637,	 Val-Acc1: 91.26 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 13:01:06 - INFO - Epoch: 92,	 Iter: 100,	 Loss: 0.33020,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 13:01:25 - INFO - Epoch: 92,	 Iter: 200,	 Loss: 0.31659,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:01:43 - INFO - Epoch: 92,	 Iter: 300,	 Loss: 0.35903,	 Val-Acc1: 90.68 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:02:02 - INFO - Epoch: 92,	 Iter: 400,	 Loss: 0.34010,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:02:21 - INFO - Epoch: 92,	 Iter: 500,	 Loss: 0.42462,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:02:40 - INFO - Epoch: 92,	 Iter: 600,	 Loss: 0.33601,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:02:59 - INFO - Epoch: 92,	 Iter: 700,	 Loss: 0.41769,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 13:03:18 - INFO - Epoch: 92,	 Iter: 800,	 Loss: 0.40171,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:03:42 - INFO - Epoch: 93,	 Iter: 0,	 Loss: 0.35967,	 Val-Acc1: 91.34 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 13:04:00 - INFO - Epoch: 93,	 Iter: 100,	 Loss: 0.35377,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 13:04:19 - INFO - Epoch: 93,	 Iter: 200,	 Loss: 0.42481,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:04:39 - INFO - Epoch: 93,	 Iter: 300,	 Loss: 0.37295,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:04:58 - INFO - Epoch: 93,	 Iter: 400,	 Loss: 0.36514,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:05:17 - INFO - Epoch: 93,	 Iter: 500,	 Loss: 0.40968,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:05:36 - INFO - Epoch: 93,	 Iter: 600,	 Loss: 0.41206,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:05:56 - INFO - Epoch: 93,	 Iter: 700,	 Loss: 0.40280,	 Val-Acc1: 91.36 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:06:15 - INFO - Epoch: 93,	 Iter: 800,	 Loss: 0.49181,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:06:38 - INFO - Epoch: 94,	 Iter: 0,	 Loss: 0.37892,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:06:57 - INFO - Epoch: 94,	 Iter: 100,	 Loss: 0.43429,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 13:07:16 - INFO - Epoch: 94,	 Iter: 200,	 Loss: 0.34564,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 13:07:36 - INFO - Epoch: 94,	 Iter: 300,	 Loss: 0.38208,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 13:07:56 - INFO - Epoch: 94,	 Iter: 400,	 Loss: 0.39901,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:08:15 - INFO - Epoch: 94,	 Iter: 500,	 Loss: 0.34570,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 13:08:34 - INFO - Epoch: 94,	 Iter: 600,	 Loss: 0.39301,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 13:08:54 - INFO - Epoch: 94,	 Iter: 700,	 Loss: 0.39744,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:09:13 - INFO - Epoch: 94,	 Iter: 800,	 Loss: 0.36047,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 13:09:36 - INFO - Epoch: 95,	 Iter: 0,	 Loss: 0.31049,	 Val-Acc1: 90.12 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:09:55 - INFO - Epoch: 95,	 Iter: 100,	 Loss: 0.39105,	 Val-Acc1: 90.68 (Best: 91.98),	 Val-Acc5: 99.24
2021-01-24 13:10:15 - INFO - Epoch: 95,	 Iter: 200,	 Loss: 0.49984,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 13:10:34 - INFO - Epoch: 95,	 Iter: 300,	 Loss: 0.46452,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:10:53 - INFO - Epoch: 95,	 Iter: 400,	 Loss: 0.39495,	 Val-Acc1: 90.26 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 13:11:12 - INFO - Epoch: 95,	 Iter: 500,	 Loss: 0.34756,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 13:11:32 - INFO - Epoch: 95,	 Iter: 600,	 Loss: 0.38008,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 13:11:51 - INFO - Epoch: 95,	 Iter: 700,	 Loss: 0.36056,	 Val-Acc1: 91.00 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:12:10 - INFO - Epoch: 95,	 Iter: 800,	 Loss: 0.38780,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 13:12:33 - INFO - Epoch: 96,	 Iter: 0,	 Loss: 0.39542,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 13:12:52 - INFO - Epoch: 96,	 Iter: 100,	 Loss: 0.35882,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:13:12 - INFO - Epoch: 96,	 Iter: 200,	 Loss: 0.37456,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:13:31 - INFO - Epoch: 96,	 Iter: 300,	 Loss: 0.33601,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 99.30
2021-01-24 13:13:50 - INFO - Epoch: 96,	 Iter: 400,	 Loss: 0.43317,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:14:10 - INFO - Epoch: 96,	 Iter: 500,	 Loss: 0.35623,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:14:29 - INFO - Epoch: 96,	 Iter: 600,	 Loss: 0.35533,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 13:14:48 - INFO - Epoch: 96,	 Iter: 700,	 Loss: 0.38832,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:15:08 - INFO - Epoch: 96,	 Iter: 800,	 Loss: 0.39624,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:15:31 - INFO - Epoch: 97,	 Iter: 0,	 Loss: 0.44957,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:15:50 - INFO - Epoch: 97,	 Iter: 100,	 Loss: 0.32499,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:16:10 - INFO - Epoch: 97,	 Iter: 200,	 Loss: 0.38585,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 13:16:29 - INFO - Epoch: 97,	 Iter: 300,	 Loss: 0.34996,	 Val-Acc1: 90.50 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:16:48 - INFO - Epoch: 97,	 Iter: 400,	 Loss: 0.47582,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 13:17:08 - INFO - Epoch: 97,	 Iter: 500,	 Loss: 0.36070,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 13:17:27 - INFO - Epoch: 97,	 Iter: 600,	 Loss: 0.43382,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:17:46 - INFO - Epoch: 97,	 Iter: 700,	 Loss: 0.40601,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:18:05 - INFO - Epoch: 97,	 Iter: 800,	 Loss: 0.42089,	 Val-Acc1: 91.00 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:18:28 - INFO - Epoch: 98,	 Iter: 0,	 Loss: 0.43353,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:18:48 - INFO - Epoch: 98,	 Iter: 100,	 Loss: 0.30029,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 13:19:07 - INFO - Epoch: 98,	 Iter: 200,	 Loss: 0.38566,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 13:19:26 - INFO - Epoch: 98,	 Iter: 300,	 Loss: 0.48173,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 13:19:45 - INFO - Epoch: 98,	 Iter: 400,	 Loss: 0.34042,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 13:20:05 - INFO - Epoch: 98,	 Iter: 500,	 Loss: 0.40701,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 13:20:24 - INFO - Epoch: 98,	 Iter: 600,	 Loss: 0.41001,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 13:20:43 - INFO - Epoch: 98,	 Iter: 700,	 Loss: 0.31658,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:21:02 - INFO - Epoch: 98,	 Iter: 800,	 Loss: 0.35213,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:21:26 - INFO - Epoch: 99,	 Iter: 0,	 Loss: 0.35099,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 13:21:45 - INFO - Epoch: 99,	 Iter: 100,	 Loss: 0.36691,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:22:05 - INFO - Epoch: 99,	 Iter: 200,	 Loss: 0.43092,	 Val-Acc1: 90.38 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:22:24 - INFO - Epoch: 99,	 Iter: 300,	 Loss: 0.44979,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 99.24
2021-01-24 13:22:43 - INFO - Epoch: 99,	 Iter: 400,	 Loss: 0.39708,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:23:03 - INFO - Epoch: 99,	 Iter: 500,	 Loss: 0.33211,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:23:22 - INFO - Epoch: 99,	 Iter: 600,	 Loss: 0.32247,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:23:42 - INFO - Epoch: 99,	 Iter: 700,	 Loss: 0.38991,	 Val-Acc1: 90.36 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:24:01 - INFO - Epoch: 99,	 Iter: 800,	 Loss: 0.36851,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:24:25 - INFO - Epoch: 100,	 Iter: 0,	 Loss: 0.42233,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:24:25 - INFO - lr: 1.6000000000000003e-05
2021-01-24 13:24:44 - INFO - Epoch: 100,	 Iter: 100,	 Loss: 0.44385,	 Val-Acc1: 91.52 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 13:25:03 - INFO - Epoch: 100,	 Iter: 200,	 Loss: 0.38986,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 13:25:22 - INFO - Epoch: 100,	 Iter: 300,	 Loss: 0.48831,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:25:40 - INFO - Epoch: 100,	 Iter: 400,	 Loss: 0.32295,	 Val-Acc1: 91.38 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:25:59 - INFO - Epoch: 100,	 Iter: 500,	 Loss: 0.41580,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:26:18 - INFO - Epoch: 100,	 Iter: 600,	 Loss: 0.32996,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 13:26:37 - INFO - Epoch: 100,	 Iter: 700,	 Loss: 0.45255,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.24
2021-01-24 13:26:56 - INFO - Epoch: 100,	 Iter: 800,	 Loss: 0.34999,	 Val-Acc1: 91.50 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 13:27:19 - INFO - Epoch: 101,	 Iter: 0,	 Loss: 0.32325,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 13:27:38 - INFO - Epoch: 101,	 Iter: 100,	 Loss: 0.34799,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:27:56 - INFO - Epoch: 101,	 Iter: 200,	 Loss: 0.36082,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:28:15 - INFO - Epoch: 101,	 Iter: 300,	 Loss: 0.32039,	 Val-Acc1: 91.42 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 13:28:34 - INFO - Epoch: 101,	 Iter: 400,	 Loss: 0.38661,	 Val-Acc1: 91.50 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:28:53 - INFO - Epoch: 101,	 Iter: 500,	 Loss: 0.38626,	 Val-Acc1: 91.70 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 13:29:12 - INFO - Epoch: 101,	 Iter: 600,	 Loss: 0.35859,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 13:29:31 - INFO - Epoch: 101,	 Iter: 700,	 Loss: 0.39019,	 Val-Acc1: 91.54 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:29:50 - INFO - Epoch: 101,	 Iter: 800,	 Loss: 0.32960,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 13:30:13 - INFO - Epoch: 102,	 Iter: 0,	 Loss: 0.37559,	 Val-Acc1: 91.54 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:30:32 - INFO - Epoch: 102,	 Iter: 100,	 Loss: 0.43187,	 Val-Acc1: 91.60 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 13:30:51 - INFO - Epoch: 102,	 Iter: 200,	 Loss: 0.33565,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:31:10 - INFO - Epoch: 102,	 Iter: 300,	 Loss: 0.31597,	 Val-Acc1: 91.70 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:31:29 - INFO - Epoch: 102,	 Iter: 400,	 Loss: 0.34436,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 99.24
2021-01-24 13:31:48 - INFO - Epoch: 102,	 Iter: 500,	 Loss: 0.41967,	 Val-Acc1: 91.54 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:32:07 - INFO - Epoch: 102,	 Iter: 600,	 Loss: 0.42727,	 Val-Acc1: 91.58 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 13:32:26 - INFO - Epoch: 102,	 Iter: 700,	 Loss: 0.39835,	 Val-Acc1: 91.26 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:32:45 - INFO - Epoch: 102,	 Iter: 800,	 Loss: 0.33741,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:33:08 - INFO - Epoch: 103,	 Iter: 0,	 Loss: 0.42016,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 13:33:27 - INFO - Epoch: 103,	 Iter: 100,	 Loss: 0.42228,	 Val-Acc1: 91.42 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:33:47 - INFO - Epoch: 103,	 Iter: 200,	 Loss: 0.32466,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:34:06 - INFO - Epoch: 103,	 Iter: 300,	 Loss: 0.35702,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 99.30
2021-01-24 13:34:25 - INFO - Epoch: 103,	 Iter: 400,	 Loss: 0.39165,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:34:44 - INFO - Epoch: 103,	 Iter: 500,	 Loss: 0.36227,	 Val-Acc1: 91.52 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 13:35:03 - INFO - Epoch: 103,	 Iter: 600,	 Loss: 0.35772,	 Val-Acc1: 91.46 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 13:35:22 - INFO - Epoch: 103,	 Iter: 700,	 Loss: 0.31906,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:35:41 - INFO - Epoch: 103,	 Iter: 800,	 Loss: 0.32566,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 13:36:05 - INFO - Epoch: 104,	 Iter: 0,	 Loss: 0.37056,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:36:24 - INFO - Epoch: 104,	 Iter: 100,	 Loss: 0.35643,	 Val-Acc1: 91.36 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 13:36:43 - INFO - Epoch: 104,	 Iter: 200,	 Loss: 0.34421,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:37:03 - INFO - Epoch: 104,	 Iter: 300,	 Loss: 0.34191,	 Val-Acc1: 91.52 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 13:37:22 - INFO - Epoch: 104,	 Iter: 400,	 Loss: 0.34248,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:37:41 - INFO - Epoch: 104,	 Iter: 500,	 Loss: 0.32830,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:38:01 - INFO - Epoch: 104,	 Iter: 600,	 Loss: 0.35533,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:38:20 - INFO - Epoch: 104,	 Iter: 700,	 Loss: 0.37479,	 Val-Acc1: 91.50 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 13:38:39 - INFO - Epoch: 104,	 Iter: 800,	 Loss: 0.35029,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 13:39:03 - INFO - Epoch: 105,	 Iter: 0,	 Loss: 0.32105,	 Val-Acc1: 91.00 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:39:22 - INFO - Epoch: 105,	 Iter: 100,	 Loss: 0.32665,	 Val-Acc1: 91.54 (Best: 91.98),	 Val-Acc5: 99.32
2021-01-24 13:39:42 - INFO - Epoch: 105,	 Iter: 200,	 Loss: 0.40848,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 13:40:01 - INFO - Epoch: 105,	 Iter: 300,	 Loss: 0.37429,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:40:20 - INFO - Epoch: 105,	 Iter: 400,	 Loss: 0.48189,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:40:40 - INFO - Epoch: 105,	 Iter: 500,	 Loss: 0.35842,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 13:40:59 - INFO - Epoch: 105,	 Iter: 600,	 Loss: 0.36833,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 13:41:18 - INFO - Epoch: 105,	 Iter: 700,	 Loss: 0.33900,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 13:41:38 - INFO - Epoch: 105,	 Iter: 800,	 Loss: 0.33385,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 13:42:01 - INFO - Epoch: 106,	 Iter: 0,	 Loss: 0.37402,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:42:21 - INFO - Epoch: 106,	 Iter: 100,	 Loss: 0.33031,	 Val-Acc1: 91.20 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:42:40 - INFO - Epoch: 106,	 Iter: 200,	 Loss: 0.42549,	 Val-Acc1: 91.34 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 13:43:00 - INFO - Epoch: 106,	 Iter: 300,	 Loss: 0.39799,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 13:43:19 - INFO - Epoch: 106,	 Iter: 400,	 Loss: 0.35279,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:43:38 - INFO - Epoch: 106,	 Iter: 500,	 Loss: 0.34499,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 13:43:57 - INFO - Epoch: 106,	 Iter: 600,	 Loss: 0.36778,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 13:44:17 - INFO - Epoch: 106,	 Iter: 700,	 Loss: 0.33781,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 13:44:36 - INFO - Epoch: 106,	 Iter: 800,	 Loss: 0.29401,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 13:44:59 - INFO - Epoch: 107,	 Iter: 0,	 Loss: 0.31823,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:45:18 - INFO - Epoch: 107,	 Iter: 100,	 Loss: 0.35798,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:45:37 - INFO - Epoch: 107,	 Iter: 200,	 Loss: 0.35849,	 Val-Acc1: 91.34 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 13:45:56 - INFO - Epoch: 107,	 Iter: 300,	 Loss: 0.37301,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:46:16 - INFO - Epoch: 107,	 Iter: 400,	 Loss: 0.37112,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 13:46:35 - INFO - Epoch: 107,	 Iter: 500,	 Loss: 0.38807,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 13:46:54 - INFO - Epoch: 107,	 Iter: 600,	 Loss: 0.35662,	 Val-Acc1: 91.24 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 13:47:13 - INFO - Epoch: 107,	 Iter: 700,	 Loss: 0.36910,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.32
2021-01-24 13:47:31 - INFO - Epoch: 107,	 Iter: 800,	 Loss: 0.36672,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:47:54 - INFO - Epoch: 108,	 Iter: 0,	 Loss: 0.34140,	 Val-Acc1: 91.12 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:48:14 - INFO - Epoch: 108,	 Iter: 100,	 Loss: 0.37111,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 99.32
2021-01-24 13:48:33 - INFO - Epoch: 108,	 Iter: 200,	 Loss: 0.33992,	 Val-Acc1: 90.24 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 13:48:51 - INFO - Epoch: 108,	 Iter: 300,	 Loss: 0.34779,	 Val-Acc1: 90.66 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 13:49:10 - INFO - Epoch: 108,	 Iter: 400,	 Loss: 0.40851,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 13:49:29 - INFO - Epoch: 108,	 Iter: 500,	 Loss: 0.41438,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:49:48 - INFO - Epoch: 108,	 Iter: 600,	 Loss: 0.37249,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 13:50:07 - INFO - Epoch: 108,	 Iter: 700,	 Loss: 0.46827,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:50:26 - INFO - Epoch: 108,	 Iter: 800,	 Loss: 0.33556,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:50:49 - INFO - Epoch: 109,	 Iter: 0,	 Loss: 0.33053,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:51:08 - INFO - Epoch: 109,	 Iter: 100,	 Loss: 0.33737,	 Val-Acc1: 89.34 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:51:27 - INFO - Epoch: 109,	 Iter: 200,	 Loss: 0.33062,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:51:46 - INFO - Epoch: 109,	 Iter: 300,	 Loss: 0.36685,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:52:05 - INFO - Epoch: 109,	 Iter: 400,	 Loss: 0.39181,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:52:24 - INFO - Epoch: 109,	 Iter: 500,	 Loss: 0.32454,	 Val-Acc1: 89.92 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 13:52:42 - INFO - Epoch: 109,	 Iter: 600,	 Loss: 0.47982,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 13:53:01 - INFO - Epoch: 109,	 Iter: 700,	 Loss: 0.30588,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:53:20 - INFO - Epoch: 109,	 Iter: 800,	 Loss: 0.44581,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 13:53:43 - INFO - Epoch: 110,	 Iter: 0,	 Loss: 0.37266,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 13:54:02 - INFO - Epoch: 110,	 Iter: 100,	 Loss: 0.54044,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:54:21 - INFO - Epoch: 110,	 Iter: 200,	 Loss: 0.39095,	 Val-Acc1: 91.62 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 13:54:40 - INFO - Epoch: 110,	 Iter: 300,	 Loss: 0.41366,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:54:59 - INFO - Epoch: 110,	 Iter: 400,	 Loss: 0.40766,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 13:55:18 - INFO - Epoch: 110,	 Iter: 500,	 Loss: 0.40244,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:55:37 - INFO - Epoch: 110,	 Iter: 600,	 Loss: 0.33374,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 13:55:56 - INFO - Epoch: 110,	 Iter: 700,	 Loss: 0.32658,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 13:56:15 - INFO - Epoch: 110,	 Iter: 800,	 Loss: 0.37330,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 13:56:38 - INFO - Epoch: 111,	 Iter: 0,	 Loss: 0.35570,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:56:57 - INFO - Epoch: 111,	 Iter: 100,	 Loss: 0.40161,	 Val-Acc1: 90.38 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 13:57:16 - INFO - Epoch: 111,	 Iter: 200,	 Loss: 0.51605,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 13:57:35 - INFO - Epoch: 111,	 Iter: 300,	 Loss: 0.42278,	 Val-Acc1: 90.66 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 13:57:55 - INFO - Epoch: 111,	 Iter: 400,	 Loss: 0.36220,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 13:58:14 - INFO - Epoch: 111,	 Iter: 500,	 Loss: 0.38162,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 13:58:33 - INFO - Epoch: 111,	 Iter: 600,	 Loss: 0.38994,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 13:58:52 - INFO - Epoch: 111,	 Iter: 700,	 Loss: 0.45234,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 13:59:10 - INFO - Epoch: 111,	 Iter: 800,	 Loss: 0.38820,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 13:59:35 - INFO - Epoch: 112,	 Iter: 0,	 Loss: 0.40715,	 Val-Acc1: 90.48 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 13:59:53 - INFO - Epoch: 112,	 Iter: 100,	 Loss: 0.43512,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:00:13 - INFO - Epoch: 112,	 Iter: 200,	 Loss: 0.54351,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:00:32 - INFO - Epoch: 112,	 Iter: 300,	 Loss: 0.37422,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:00:51 - INFO - Epoch: 112,	 Iter: 400,	 Loss: 0.40616,	 Val-Acc1: 90.20 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 14:01:10 - INFO - Epoch: 112,	 Iter: 500,	 Loss: 0.37237,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 14:01:29 - INFO - Epoch: 112,	 Iter: 600,	 Loss: 0.29814,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:01:48 - INFO - Epoch: 112,	 Iter: 700,	 Loss: 0.36464,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 14:02:07 - INFO - Epoch: 112,	 Iter: 800,	 Loss: 0.35332,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 14:02:30 - INFO - Epoch: 113,	 Iter: 0,	 Loss: 0.33652,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 14:02:49 - INFO - Epoch: 113,	 Iter: 100,	 Loss: 0.32344,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:03:08 - INFO - Epoch: 113,	 Iter: 200,	 Loss: 0.36374,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 14:03:27 - INFO - Epoch: 113,	 Iter: 300,	 Loss: 0.37997,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:03:47 - INFO - Epoch: 113,	 Iter: 400,	 Loss: 0.37635,	 Val-Acc1: 90.20 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 14:04:06 - INFO - Epoch: 113,	 Iter: 500,	 Loss: 0.48523,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:04:25 - INFO - Epoch: 113,	 Iter: 600,	 Loss: 0.36516,	 Val-Acc1: 91.22 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:04:44 - INFO - Epoch: 113,	 Iter: 700,	 Loss: 0.38343,	 Val-Acc1: 90.16 (Best: 91.98),	 Val-Acc5: 98.34
2021-01-24 14:05:03 - INFO - Epoch: 113,	 Iter: 800,	 Loss: 0.34604,	 Val-Acc1: 91.64 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 14:05:27 - INFO - Epoch: 114,	 Iter: 0,	 Loss: 0.46322,	 Val-Acc1: 90.00 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 14:05:47 - INFO - Epoch: 114,	 Iter: 100,	 Loss: 0.46915,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 99.42
2021-01-24 14:06:06 - INFO - Epoch: 114,	 Iter: 200,	 Loss: 0.38787,	 Val-Acc1: 89.88 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:06:25 - INFO - Epoch: 114,	 Iter: 300,	 Loss: 0.31447,	 Val-Acc1: 90.12 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:06:44 - INFO - Epoch: 114,	 Iter: 400,	 Loss: 0.48431,	 Val-Acc1: 89.06 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 14:07:03 - INFO - Epoch: 114,	 Iter: 500,	 Loss: 0.34813,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 14:07:23 - INFO - Epoch: 114,	 Iter: 600,	 Loss: 0.37396,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 14:07:42 - INFO - Epoch: 114,	 Iter: 700,	 Loss: 0.37197,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:08:01 - INFO - Epoch: 114,	 Iter: 800,	 Loss: 0.37693,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 14:08:25 - INFO - Epoch: 115,	 Iter: 0,	 Loss: 0.35086,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:08:44 - INFO - Epoch: 115,	 Iter: 100,	 Loss: 0.41040,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 99.24
2021-01-24 14:09:04 - INFO - Epoch: 115,	 Iter: 200,	 Loss: 0.35483,	 Val-Acc1: 89.54 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 14:09:23 - INFO - Epoch: 115,	 Iter: 300,	 Loss: 0.39527,	 Val-Acc1: 90.30 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:09:42 - INFO - Epoch: 115,	 Iter: 400,	 Loss: 0.42028,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 14:10:01 - INFO - Epoch: 115,	 Iter: 500,	 Loss: 0.39585,	 Val-Acc1: 90.26 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 14:10:19 - INFO - Epoch: 115,	 Iter: 600,	 Loss: 0.41711,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:10:38 - INFO - Epoch: 115,	 Iter: 700,	 Loss: 0.46055,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 14:10:58 - INFO - Epoch: 115,	 Iter: 800,	 Loss: 0.34289,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:11:21 - INFO - Epoch: 116,	 Iter: 0,	 Loss: 0.34663,	 Val-Acc1: 91.34 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:11:40 - INFO - Epoch: 116,	 Iter: 100,	 Loss: 0.46344,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 14:11:59 - INFO - Epoch: 116,	 Iter: 200,	 Loss: 0.33078,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 14:12:19 - INFO - Epoch: 116,	 Iter: 300,	 Loss: 0.39862,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:12:38 - INFO - Epoch: 116,	 Iter: 400,	 Loss: 0.46445,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:12:57 - INFO - Epoch: 116,	 Iter: 500,	 Loss: 0.33563,	 Val-Acc1: 90.32 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 14:13:16 - INFO - Epoch: 116,	 Iter: 600,	 Loss: 0.36871,	 Val-Acc1: 90.30 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:13:35 - INFO - Epoch: 116,	 Iter: 700,	 Loss: 0.38346,	 Val-Acc1: 90.02 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 14:13:54 - INFO - Epoch: 116,	 Iter: 800,	 Loss: 0.32867,	 Val-Acc1: 89.62 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 14:14:17 - INFO - Epoch: 117,	 Iter: 0,	 Loss: 0.37661,	 Val-Acc1: 89.90 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:14:36 - INFO - Epoch: 117,	 Iter: 100,	 Loss: 0.47556,	 Val-Acc1: 90.12 (Best: 91.98),	 Val-Acc5: 98.54
2021-01-24 14:14:55 - INFO - Epoch: 117,	 Iter: 200,	 Loss: 0.36837,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 14:15:14 - INFO - Epoch: 117,	 Iter: 300,	 Loss: 0.33410,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:15:32 - INFO - Epoch: 117,	 Iter: 400,	 Loss: 0.45526,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:15:52 - INFO - Epoch: 117,	 Iter: 500,	 Loss: 0.41217,	 Val-Acc1: 89.84 (Best: 91.98),	 Val-Acc5: 98.44
2021-01-24 14:16:11 - INFO - Epoch: 117,	 Iter: 600,	 Loss: 0.36037,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:16:30 - INFO - Epoch: 117,	 Iter: 700,	 Loss: 0.44112,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:16:49 - INFO - Epoch: 117,	 Iter: 800,	 Loss: 0.38991,	 Val-Acc1: 89.92 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 14:17:12 - INFO - Epoch: 118,	 Iter: 0,	 Loss: 0.39382,	 Val-Acc1: 90.26 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 14:17:31 - INFO - Epoch: 118,	 Iter: 100,	 Loss: 0.42098,	 Val-Acc1: 90.38 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 14:17:50 - INFO - Epoch: 118,	 Iter: 200,	 Loss: 0.38787,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:18:09 - INFO - Epoch: 118,	 Iter: 300,	 Loss: 0.45740,	 Val-Acc1: 90.98 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:18:28 - INFO - Epoch: 118,	 Iter: 400,	 Loss: 0.40518,	 Val-Acc1: 89.64 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 14:18:47 - INFO - Epoch: 118,	 Iter: 500,	 Loss: 0.33841,	 Val-Acc1: 89.80 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:19:06 - INFO - Epoch: 118,	 Iter: 600,	 Loss: 0.42847,	 Val-Acc1: 90.16 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 14:19:25 - INFO - Epoch: 118,	 Iter: 700,	 Loss: 0.50134,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 14:19:43 - INFO - Epoch: 118,	 Iter: 800,	 Loss: 0.45106,	 Val-Acc1: 91.08 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:20:07 - INFO - Epoch: 119,	 Iter: 0,	 Loss: 0.43080,	 Val-Acc1: 90.34 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 14:20:25 - INFO - Epoch: 119,	 Iter: 100,	 Loss: 0.33332,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:20:44 - INFO - Epoch: 119,	 Iter: 200,	 Loss: 0.43771,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 14:21:03 - INFO - Epoch: 119,	 Iter: 300,	 Loss: 0.34216,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 14:21:22 - INFO - Epoch: 119,	 Iter: 400,	 Loss: 0.35616,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 14:21:42 - INFO - Epoch: 119,	 Iter: 500,	 Loss: 0.38600,	 Val-Acc1: 90.20 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:22:01 - INFO - Epoch: 119,	 Iter: 600,	 Loss: 0.38557,	 Val-Acc1: 90.10 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:22:20 - INFO - Epoch: 119,	 Iter: 700,	 Loss: 0.48819,	 Val-Acc1: 90.14 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:22:39 - INFO - Epoch: 119,	 Iter: 800,	 Loss: 0.44199,	 Val-Acc1: 89.74 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:23:03 - INFO - Epoch: 120,	 Iter: 0,	 Loss: 0.34233,	 Val-Acc1: 90.62 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:23:21 - INFO - Epoch: 120,	 Iter: 100,	 Loss: 0.38146,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:23:41 - INFO - Epoch: 120,	 Iter: 200,	 Loss: 0.39749,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 14:24:00 - INFO - Epoch: 120,	 Iter: 300,	 Loss: 0.42431,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 14:24:19 - INFO - Epoch: 120,	 Iter: 400,	 Loss: 0.45615,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:24:38 - INFO - Epoch: 120,	 Iter: 500,	 Loss: 0.38447,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:24:56 - INFO - Epoch: 120,	 Iter: 600,	 Loss: 0.34383,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 14:25:16 - INFO - Epoch: 120,	 Iter: 700,	 Loss: 0.40274,	 Val-Acc1: 90.24 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:25:35 - INFO - Epoch: 120,	 Iter: 800,	 Loss: 0.38247,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:25:58 - INFO - Epoch: 121,	 Iter: 0,	 Loss: 0.46553,	 Val-Acc1: 90.08 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 14:26:18 - INFO - Epoch: 121,	 Iter: 100,	 Loss: 0.38647,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:26:37 - INFO - Epoch: 121,	 Iter: 200,	 Loss: 0.34370,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:26:56 - INFO - Epoch: 121,	 Iter: 300,	 Loss: 0.38189,	 Val-Acc1: 90.32 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 14:27:15 - INFO - Epoch: 121,	 Iter: 400,	 Loss: 0.46085,	 Val-Acc1: 89.86 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:27:34 - INFO - Epoch: 121,	 Iter: 500,	 Loss: 0.47953,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:27:53 - INFO - Epoch: 121,	 Iter: 600,	 Loss: 0.41841,	 Val-Acc1: 89.96 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 14:28:12 - INFO - Epoch: 121,	 Iter: 700,	 Loss: 0.36402,	 Val-Acc1: 90.30 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:28:32 - INFO - Epoch: 121,	 Iter: 800,	 Loss: 0.41395,	 Val-Acc1: 90.36 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:28:55 - INFO - Epoch: 122,	 Iter: 0,	 Loss: 0.36492,	 Val-Acc1: 89.54 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 14:29:14 - INFO - Epoch: 122,	 Iter: 100,	 Loss: 0.34525,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 14:29:34 - INFO - Epoch: 122,	 Iter: 200,	 Loss: 0.54864,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 99.30
2021-01-24 14:29:53 - INFO - Epoch: 122,	 Iter: 300,	 Loss: 0.37749,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:30:12 - INFO - Epoch: 122,	 Iter: 400,	 Loss: 0.38538,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:30:32 - INFO - Epoch: 122,	 Iter: 500,	 Loss: 0.37054,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 99.28
2021-01-24 14:30:51 - INFO - Epoch: 122,	 Iter: 600,	 Loss: 0.33357,	 Val-Acc1: 90.22 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 14:31:10 - INFO - Epoch: 122,	 Iter: 700,	 Loss: 0.50304,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 14:31:30 - INFO - Epoch: 122,	 Iter: 800,	 Loss: 0.37025,	 Val-Acc1: 90.04 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:31:53 - INFO - Epoch: 123,	 Iter: 0,	 Loss: 0.44726,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 14:32:12 - INFO - Epoch: 123,	 Iter: 100,	 Loss: 0.45765,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 14:32:31 - INFO - Epoch: 123,	 Iter: 200,	 Loss: 0.40392,	 Val-Acc1: 90.08 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:32:50 - INFO - Epoch: 123,	 Iter: 300,	 Loss: 0.32166,	 Val-Acc1: 90.20 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 14:33:10 - INFO - Epoch: 123,	 Iter: 400,	 Loss: 0.34857,	 Val-Acc1: 90.12 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 14:33:29 - INFO - Epoch: 123,	 Iter: 500,	 Loss: 0.34501,	 Val-Acc1: 90.58 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:33:48 - INFO - Epoch: 123,	 Iter: 600,	 Loss: 0.34779,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 14:34:07 - INFO - Epoch: 123,	 Iter: 700,	 Loss: 0.42550,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:34:26 - INFO - Epoch: 123,	 Iter: 800,	 Loss: 0.37800,	 Val-Acc1: 90.18 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 14:34:49 - INFO - Epoch: 124,	 Iter: 0,	 Loss: 0.39271,	 Val-Acc1: 90.60 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:35:08 - INFO - Epoch: 124,	 Iter: 100,	 Loss: 0.36498,	 Val-Acc1: 90.08 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:35:28 - INFO - Epoch: 124,	 Iter: 200,	 Loss: 0.39234,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 14:35:47 - INFO - Epoch: 124,	 Iter: 300,	 Loss: 0.35532,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 14:36:06 - INFO - Epoch: 124,	 Iter: 400,	 Loss: 0.39039,	 Val-Acc1: 90.06 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 14:36:25 - INFO - Epoch: 124,	 Iter: 500,	 Loss: 0.34419,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 14:36:45 - INFO - Epoch: 124,	 Iter: 600,	 Loss: 0.36185,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 14:37:04 - INFO - Epoch: 124,	 Iter: 700,	 Loss: 0.36659,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:37:23 - INFO - Epoch: 124,	 Iter: 800,	 Loss: 0.38448,	 Val-Acc1: 90.14 (Best: 91.98),	 Val-Acc5: 98.38
2021-01-24 14:37:46 - INFO - Epoch: 125,	 Iter: 0,	 Loss: 0.37707,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 14:38:05 - INFO - Epoch: 125,	 Iter: 100,	 Loss: 0.31399,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 14:38:23 - INFO - Epoch: 125,	 Iter: 200,	 Loss: 0.40569,	 Val-Acc1: 89.74 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:38:42 - INFO - Epoch: 125,	 Iter: 300,	 Loss: 0.36768,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 14:39:01 - INFO - Epoch: 125,	 Iter: 400,	 Loss: 0.39704,	 Val-Acc1: 90.00 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:39:20 - INFO - Epoch: 125,	 Iter: 500,	 Loss: 0.53406,	 Val-Acc1: 90.00 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:39:39 - INFO - Epoch: 125,	 Iter: 600,	 Loss: 0.42153,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 14:39:58 - INFO - Epoch: 125,	 Iter: 700,	 Loss: 0.38603,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 14:40:17 - INFO - Epoch: 125,	 Iter: 800,	 Loss: 0.37701,	 Val-Acc1: 90.54 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 14:40:40 - INFO - Epoch: 126,	 Iter: 0,	 Loss: 0.47427,	 Val-Acc1: 90.30 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:40:59 - INFO - Epoch: 126,	 Iter: 100,	 Loss: 0.32029,	 Val-Acc1: 91.02 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 14:41:17 - INFO - Epoch: 126,	 Iter: 200,	 Loss: 0.34545,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:41:36 - INFO - Epoch: 126,	 Iter: 300,	 Loss: 0.36350,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 14:41:55 - INFO - Epoch: 126,	 Iter: 400,	 Loss: 0.40109,	 Val-Acc1: 90.06 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:42:14 - INFO - Epoch: 126,	 Iter: 500,	 Loss: 0.44540,	 Val-Acc1: 90.06 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 14:42:33 - INFO - Epoch: 126,	 Iter: 600,	 Loss: 0.51623,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 14:42:52 - INFO - Epoch: 126,	 Iter: 700,	 Loss: 0.42977,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 14:43:11 - INFO - Epoch: 126,	 Iter: 800,	 Loss: 0.36989,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 14:43:33 - INFO - Epoch: 127,	 Iter: 0,	 Loss: 0.43866,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:43:52 - INFO - Epoch: 127,	 Iter: 100,	 Loss: 0.33451,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:44:11 - INFO - Epoch: 127,	 Iter: 200,	 Loss: 0.37427,	 Val-Acc1: 89.90 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 14:44:29 - INFO - Epoch: 127,	 Iter: 300,	 Loss: 0.42778,	 Val-Acc1: 90.70 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 14:44:48 - INFO - Epoch: 127,	 Iter: 400,	 Loss: 0.36203,	 Val-Acc1: 90.42 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:45:07 - INFO - Epoch: 127,	 Iter: 500,	 Loss: 0.43192,	 Val-Acc1: 90.28 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 14:45:27 - INFO - Epoch: 127,	 Iter: 600,	 Loss: 0.35492,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:45:46 - INFO - Epoch: 127,	 Iter: 700,	 Loss: 0.37904,	 Val-Acc1: 90.14 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:46:05 - INFO - Epoch: 127,	 Iter: 800,	 Loss: 0.40498,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 14:46:28 - INFO - Epoch: 128,	 Iter: 0,	 Loss: 0.47580,	 Val-Acc1: 90.30 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 14:46:47 - INFO - Epoch: 128,	 Iter: 100,	 Loss: 0.37941,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 14:47:06 - INFO - Epoch: 128,	 Iter: 200,	 Loss: 0.36772,	 Val-Acc1: 89.92 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 14:47:25 - INFO - Epoch: 128,	 Iter: 300,	 Loss: 0.39448,	 Val-Acc1: 90.08 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 14:47:44 - INFO - Epoch: 128,	 Iter: 400,	 Loss: 0.40486,	 Val-Acc1: 89.94 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:48:03 - INFO - Epoch: 128,	 Iter: 500,	 Loss: 0.40315,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:48:22 - INFO - Epoch: 128,	 Iter: 600,	 Loss: 0.38526,	 Val-Acc1: 90.34 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:48:41 - INFO - Epoch: 128,	 Iter: 700,	 Loss: 0.41840,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 14:49:00 - INFO - Epoch: 128,	 Iter: 800,	 Loss: 0.36845,	 Val-Acc1: 90.32 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:49:23 - INFO - Epoch: 129,	 Iter: 0,	 Loss: 0.40019,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:49:42 - INFO - Epoch: 129,	 Iter: 100,	 Loss: 0.34717,	 Val-Acc1: 89.78 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:50:01 - INFO - Epoch: 129,	 Iter: 200,	 Loss: 0.39128,	 Val-Acc1: 90.22 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:50:20 - INFO - Epoch: 129,	 Iter: 300,	 Loss: 0.41286,	 Val-Acc1: 89.96 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:50:39 - INFO - Epoch: 129,	 Iter: 400,	 Loss: 0.42690,	 Val-Acc1: 89.94 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 14:50:59 - INFO - Epoch: 129,	 Iter: 500,	 Loss: 0.36266,	 Val-Acc1: 90.36 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:51:18 - INFO - Epoch: 129,	 Iter: 600,	 Loss: 0.35848,	 Val-Acc1: 89.14 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 14:51:37 - INFO - Epoch: 129,	 Iter: 700,	 Loss: 0.44652,	 Val-Acc1: 89.66 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 14:51:56 - INFO - Epoch: 129,	 Iter: 800,	 Loss: 0.48750,	 Val-Acc1: 90.34 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 14:52:20 - INFO - Epoch: 130,	 Iter: 0,	 Loss: 0.34930,	 Val-Acc1: 90.46 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 14:52:39 - INFO - Epoch: 130,	 Iter: 100,	 Loss: 0.35708,	 Val-Acc1: 89.76 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:52:58 - INFO - Epoch: 130,	 Iter: 200,	 Loss: 0.42826,	 Val-Acc1: 89.64 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 14:53:17 - INFO - Epoch: 130,	 Iter: 300,	 Loss: 0.35735,	 Val-Acc1: 90.24 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 14:53:36 - INFO - Epoch: 130,	 Iter: 400,	 Loss: 0.36912,	 Val-Acc1: 90.02 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 14:53:56 - INFO - Epoch: 130,	 Iter: 500,	 Loss: 0.37625,	 Val-Acc1: 90.74 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 14:54:15 - INFO - Epoch: 130,	 Iter: 600,	 Loss: 0.42111,	 Val-Acc1: 90.10 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 14:54:34 - INFO - Epoch: 130,	 Iter: 700,	 Loss: 0.37693,	 Val-Acc1: 88.70 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 14:54:54 - INFO - Epoch: 130,	 Iter: 800,	 Loss: 0.44974,	 Val-Acc1: 90.24 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 14:55:17 - INFO - Epoch: 131,	 Iter: 0,	 Loss: 0.45178,	 Val-Acc1: 91.00 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 14:55:36 - INFO - Epoch: 131,	 Iter: 100,	 Loss: 0.35037,	 Val-Acc1: 89.44 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 14:55:56 - INFO - Epoch: 131,	 Iter: 200,	 Loss: 0.44107,	 Val-Acc1: 90.38 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 14:56:15 - INFO - Epoch: 131,	 Iter: 300,	 Loss: 0.43179,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 14:56:34 - INFO - Epoch: 131,	 Iter: 400,	 Loss: 0.38773,	 Val-Acc1: 90.02 (Best: 91.98),	 Val-Acc5: 98.44
2021-01-24 14:56:53 - INFO - Epoch: 131,	 Iter: 500,	 Loss: 0.38214,	 Val-Acc1: 88.60 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 14:57:12 - INFO - Epoch: 131,	 Iter: 600,	 Loss: 0.35529,	 Val-Acc1: 90.72 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 14:57:32 - INFO - Epoch: 131,	 Iter: 700,	 Loss: 0.34400,	 Val-Acc1: 89.74 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 14:57:51 - INFO - Epoch: 131,	 Iter: 800,	 Loss: 0.44744,	 Val-Acc1: 90.26 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 14:58:15 - INFO - Epoch: 132,	 Iter: 0,	 Loss: 0.39194,	 Val-Acc1: 89.94 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 14:58:34 - INFO - Epoch: 132,	 Iter: 100,	 Loss: 0.36203,	 Val-Acc1: 89.50 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 14:58:53 - INFO - Epoch: 132,	 Iter: 200,	 Loss: 0.40499,	 Val-Acc1: 90.22 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 14:59:12 - INFO - Epoch: 132,	 Iter: 300,	 Loss: 0.40896,	 Val-Acc1: 90.56 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 14:59:32 - INFO - Epoch: 132,	 Iter: 400,	 Loss: 0.35224,	 Val-Acc1: 90.22 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 14:59:51 - INFO - Epoch: 132,	 Iter: 500,	 Loss: 0.35326,	 Val-Acc1: 90.38 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 15:00:10 - INFO - Epoch: 132,	 Iter: 600,	 Loss: 0.39394,	 Val-Acc1: 90.52 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 15:00:30 - INFO - Epoch: 132,	 Iter: 700,	 Loss: 0.38102,	 Val-Acc1: 89.96 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 15:00:49 - INFO - Epoch: 132,	 Iter: 800,	 Loss: 0.44253,	 Val-Acc1: 90.84 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 15:01:13 - INFO - Epoch: 133,	 Iter: 0,	 Loss: 0.35709,	 Val-Acc1: 90.20 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 15:01:32 - INFO - Epoch: 133,	 Iter: 100,	 Loss: 0.37387,	 Val-Acc1: 90.68 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 15:01:52 - INFO - Epoch: 133,	 Iter: 200,	 Loss: 0.35645,	 Val-Acc1: 90.16 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 15:02:12 - INFO - Epoch: 133,	 Iter: 300,	 Loss: 0.50164,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:02:12 - INFO - lr: 3.2000000000000007e-06
2021-01-24 15:02:31 - INFO - Epoch: 133,	 Iter: 400,	 Loss: 0.49339,	 Val-Acc1: 91.40 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 15:02:51 - INFO - Epoch: 133,	 Iter: 500,	 Loss: 0.39399,	 Val-Acc1: 90.78 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:03:10 - INFO - Epoch: 133,	 Iter: 600,	 Loss: 0.35321,	 Val-Acc1: 90.44 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 15:03:29 - INFO - Epoch: 133,	 Iter: 700,	 Loss: 0.37515,	 Val-Acc1: 90.90 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 15:03:49 - INFO - Epoch: 133,	 Iter: 800,	 Loss: 0.39275,	 Val-Acc1: 90.40 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 15:04:13 - INFO - Epoch: 134,	 Iter: 0,	 Loss: 0.35401,	 Val-Acc1: 90.68 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 15:04:33 - INFO - Epoch: 134,	 Iter: 100,	 Loss: 0.38496,	 Val-Acc1: 91.32 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 15:04:53 - INFO - Epoch: 134,	 Iter: 200,	 Loss: 0.32896,	 Val-Acc1: 91.28 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 15:05:13 - INFO - Epoch: 134,	 Iter: 300,	 Loss: 0.35396,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:05:32 - INFO - Epoch: 134,	 Iter: 400,	 Loss: 0.53585,	 Val-Acc1: 91.62 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 15:05:52 - INFO - Epoch: 134,	 Iter: 500,	 Loss: 0.34255,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 99.04
2021-01-24 15:06:11 - INFO - Epoch: 134,	 Iter: 600,	 Loss: 0.34875,	 Val-Acc1: 91.14 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:06:31 - INFO - Epoch: 134,	 Iter: 700,	 Loss: 0.31569,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 15:06:50 - INFO - Epoch: 134,	 Iter: 800,	 Loss: 0.37920,	 Val-Acc1: 90.80 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 15:07:15 - INFO - Epoch: 135,	 Iter: 0,	 Loss: 0.40221,	 Val-Acc1: 90.88 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 15:07:35 - INFO - Epoch: 135,	 Iter: 100,	 Loss: 0.33676,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 15:07:54 - INFO - Epoch: 135,	 Iter: 200,	 Loss: 0.38361,	 Val-Acc1: 90.82 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 15:08:14 - INFO - Epoch: 135,	 Iter: 300,	 Loss: 0.34879,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:08:33 - INFO - Epoch: 135,	 Iter: 400,	 Loss: 0.34894,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 15:08:52 - INFO - Epoch: 135,	 Iter: 500,	 Loss: 0.34558,	 Val-Acc1: 91.18 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:09:12 - INFO - Epoch: 135,	 Iter: 600,	 Loss: 0.42275,	 Val-Acc1: 91.52 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 15:09:31 - INFO - Epoch: 135,	 Iter: 700,	 Loss: 0.34364,	 Val-Acc1: 91.16 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:09:51 - INFO - Epoch: 135,	 Iter: 800,	 Loss: 0.46755,	 Val-Acc1: 91.10 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 15:10:15 - INFO - Epoch: 136,	 Iter: 0,	 Loss: 0.40115,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 15:10:34 - INFO - Epoch: 136,	 Iter: 100,	 Loss: 0.34060,	 Val-Acc1: 91.04 (Best: 91.98),	 Val-Acc5: 99.44
2021-01-24 15:10:54 - INFO - Epoch: 136,	 Iter: 200,	 Loss: 0.39421,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 15:11:13 - INFO - Epoch: 136,	 Iter: 300,	 Loss: 0.33142,	 Val-Acc1: 91.06 (Best: 91.98),	 Val-Acc5: 99.24
2021-01-24 15:11:32 - INFO - Epoch: 136,	 Iter: 400,	 Loss: 0.32328,	 Val-Acc1: 90.92 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:11:52 - INFO - Epoch: 136,	 Iter: 500,	 Loss: 0.31776,	 Val-Acc1: 90.96 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 15:12:11 - INFO - Epoch: 136,	 Iter: 600,	 Loss: 0.34067,	 Val-Acc1: 90.94 (Best: 91.98),	 Val-Acc5: 99.20
2021-01-24 15:12:31 - INFO - Epoch: 136,	 Iter: 700,	 Loss: 0.31497,	 Val-Acc1: 90.86 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 15:12:50 - INFO - Epoch: 136,	 Iter: 800,	 Loss: 0.30809,	 Val-Acc1: 90.08 (Best: 91.98),	 Val-Acc5: 99.18
2021-01-24 15:13:14 - INFO - Epoch: 137,	 Iter: 0,	 Loss: 0.34574,	 Val-Acc1: 90.36 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 15:13:34 - INFO - Epoch: 137,	 Iter: 100,	 Loss: 0.32602,	 Val-Acc1: 90.16 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 15:13:53 - INFO - Epoch: 137,	 Iter: 200,	 Loss: 0.36582,	 Val-Acc1: 90.76 (Best: 91.98),	 Val-Acc5: 99.26
2021-01-24 15:14:12 - INFO - Epoch: 137,	 Iter: 300,	 Loss: 0.40644,	 Val-Acc1: 90.64 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 15:14:32 - INFO - Epoch: 137,	 Iter: 400,	 Loss: 0.35502,	 Val-Acc1: 89.92 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:14:52 - INFO - Epoch: 137,	 Iter: 500,	 Loss: 0.34898,	 Val-Acc1: 90.32 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 15:15:11 - INFO - Epoch: 137,	 Iter: 600,	 Loss: 0.36580,	 Val-Acc1: 90.02 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 15:15:31 - INFO - Epoch: 137,	 Iter: 700,	 Loss: 0.38059,	 Val-Acc1: 90.16 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 15:15:50 - INFO - Epoch: 137,	 Iter: 800,	 Loss: 0.35875,	 Val-Acc1: 90.16 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 15:16:14 - INFO - Epoch: 138,	 Iter: 0,	 Loss: 0.41441,	 Val-Acc1: 90.08 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 15:16:33 - INFO - Epoch: 138,	 Iter: 100,	 Loss: 0.39928,	 Val-Acc1: 89.34 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 15:16:52 - INFO - Epoch: 138,	 Iter: 200,	 Loss: 0.37640,	 Val-Acc1: 90.04 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 15:17:11 - INFO - Epoch: 138,	 Iter: 300,	 Loss: 0.32023,	 Val-Acc1: 90.14 (Best: 91.98),	 Val-Acc5: 99.12
2021-01-24 15:17:29 - INFO - Epoch: 138,	 Iter: 400,	 Loss: 0.44739,	 Val-Acc1: 89.34 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 15:17:48 - INFO - Epoch: 138,	 Iter: 500,	 Loss: 0.45701,	 Val-Acc1: 90.06 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:18:07 - INFO - Epoch: 138,	 Iter: 600,	 Loss: 0.38155,	 Val-Acc1: 89.98 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 15:18:26 - INFO - Epoch: 138,	 Iter: 700,	 Loss: 0.36323,	 Val-Acc1: 89.48 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:18:45 - INFO - Epoch: 138,	 Iter: 800,	 Loss: 0.35373,	 Val-Acc1: 89.30 (Best: 91.98),	 Val-Acc5: 98.90
2021-01-24 15:19:08 - INFO - Epoch: 139,	 Iter: 0,	 Loss: 0.34891,	 Val-Acc1: 89.48 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 15:19:26 - INFO - Epoch: 139,	 Iter: 100,	 Loss: 0.39535,	 Val-Acc1: 88.02 (Best: 91.98),	 Val-Acc5: 99.22
2021-01-24 15:19:45 - INFO - Epoch: 139,	 Iter: 200,	 Loss: 0.34675,	 Val-Acc1: 89.66 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:20:04 - INFO - Epoch: 139,	 Iter: 300,	 Loss: 0.35715,	 Val-Acc1: 88.28 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 15:20:23 - INFO - Epoch: 139,	 Iter: 400,	 Loss: 0.37411,	 Val-Acc1: 88.88 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 15:20:42 - INFO - Epoch: 139,	 Iter: 500,	 Loss: 0.37345,	 Val-Acc1: 89.00 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 15:21:00 - INFO - Epoch: 139,	 Iter: 600,	 Loss: 0.42067,	 Val-Acc1: 89.84 (Best: 91.98),	 Val-Acc5: 99.08
2021-01-24 15:21:19 - INFO - Epoch: 139,	 Iter: 700,	 Loss: 0.38878,	 Val-Acc1: 89.16 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 15:21:38 - INFO - Epoch: 139,	 Iter: 800,	 Loss: 0.35984,	 Val-Acc1: 89.60 (Best: 91.98),	 Val-Acc5: 99.00
2021-01-24 15:22:01 - INFO - Epoch: 140,	 Iter: 0,	 Loss: 0.36272,	 Val-Acc1: 89.10 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 15:22:20 - INFO - Epoch: 140,	 Iter: 100,	 Loss: 0.43777,	 Val-Acc1: 88.46 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 15:22:39 - INFO - Epoch: 140,	 Iter: 200,	 Loss: 0.36376,	 Val-Acc1: 89.18 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:22:58 - INFO - Epoch: 140,	 Iter: 300,	 Loss: 0.35817,	 Val-Acc1: 86.32 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 15:23:17 - INFO - Epoch: 140,	 Iter: 400,	 Loss: 0.34280,	 Val-Acc1: 89.28 (Best: 91.98),	 Val-Acc5: 99.10
2021-01-24 15:23:37 - INFO - Epoch: 140,	 Iter: 500,	 Loss: 0.41252,	 Val-Acc1: 88.60 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 15:23:56 - INFO - Epoch: 140,	 Iter: 600,	 Loss: 0.35996,	 Val-Acc1: 88.40 (Best: 91.98),	 Val-Acc5: 99.14
2021-01-24 15:24:15 - INFO - Epoch: 140,	 Iter: 700,	 Loss: 0.34796,	 Val-Acc1: 89.92 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:24:34 - INFO - Epoch: 140,	 Iter: 800,	 Loss: 0.36898,	 Val-Acc1: 90.06 (Best: 91.98),	 Val-Acc5: 98.98
2021-01-24 15:24:57 - INFO - Epoch: 141,	 Iter: 0,	 Loss: 0.42290,	 Val-Acc1: 88.28 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 15:25:15 - INFO - Epoch: 141,	 Iter: 100,	 Loss: 0.33166,	 Val-Acc1: 87.68 (Best: 91.98),	 Val-Acc5: 98.78
2021-01-24 15:25:34 - INFO - Epoch: 141,	 Iter: 200,	 Loss: 0.45493,	 Val-Acc1: 89.54 (Best: 91.98),	 Val-Acc5: 99.06
2021-01-24 15:25:53 - INFO - Epoch: 141,	 Iter: 300,	 Loss: 0.35934,	 Val-Acc1: 89.16 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 15:26:12 - INFO - Epoch: 141,	 Iter: 400,	 Loss: 0.37927,	 Val-Acc1: 87.42 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 15:26:31 - INFO - Epoch: 141,	 Iter: 500,	 Loss: 0.35218,	 Val-Acc1: 89.08 (Best: 91.98),	 Val-Acc5: 99.02
2021-01-24 15:26:50 - INFO - Epoch: 141,	 Iter: 600,	 Loss: 0.33239,	 Val-Acc1: 88.64 (Best: 91.98),	 Val-Acc5: 98.70
2021-01-24 15:27:09 - INFO - Epoch: 141,	 Iter: 700,	 Loss: 0.33386,	 Val-Acc1: 86.28 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 15:27:29 - INFO - Epoch: 141,	 Iter: 800,	 Loss: 0.34444,	 Val-Acc1: 86.18 (Best: 91.98),	 Val-Acc5: 98.36
2021-01-24 15:27:52 - INFO - Epoch: 142,	 Iter: 0,	 Loss: 0.36864,	 Val-Acc1: 87.10 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 15:28:11 - INFO - Epoch: 142,	 Iter: 100,	 Loss: 0.32851,	 Val-Acc1: 86.58 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 15:28:30 - INFO - Epoch: 142,	 Iter: 200,	 Loss: 0.41416,	 Val-Acc1: 87.26 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 15:28:49 - INFO - Epoch: 142,	 Iter: 300,	 Loss: 0.35886,	 Val-Acc1: 85.94 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 15:29:07 - INFO - Epoch: 142,	 Iter: 400,	 Loss: 0.37286,	 Val-Acc1: 87.62 (Best: 91.98),	 Val-Acc5: 98.36
2021-01-24 15:29:26 - INFO - Epoch: 142,	 Iter: 500,	 Loss: 0.35682,	 Val-Acc1: 88.08 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 15:29:45 - INFO - Epoch: 142,	 Iter: 600,	 Loss: 0.36788,	 Val-Acc1: 86.72 (Best: 91.98),	 Val-Acc5: 98.54
2021-01-24 15:30:04 - INFO - Epoch: 142,	 Iter: 700,	 Loss: 0.43741,	 Val-Acc1: 86.56 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 15:30:23 - INFO - Epoch: 142,	 Iter: 800,	 Loss: 0.36138,	 Val-Acc1: 86.76 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 15:30:46 - INFO - Epoch: 143,	 Iter: 0,	 Loss: 0.35682,	 Val-Acc1: 87.36 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 15:31:04 - INFO - Epoch: 143,	 Iter: 100,	 Loss: 0.31412,	 Val-Acc1: 88.40 (Best: 91.98),	 Val-Acc5: 99.16
2021-01-24 15:31:23 - INFO - Epoch: 143,	 Iter: 200,	 Loss: 0.37307,	 Val-Acc1: 86.94 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 15:31:41 - INFO - Epoch: 143,	 Iter: 300,	 Loss: 0.35955,	 Val-Acc1: 87.16 (Best: 91.98),	 Val-Acc5: 98.86
2021-01-24 15:32:00 - INFO - Epoch: 143,	 Iter: 400,	 Loss: 0.34843,	 Val-Acc1: 86.00 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 15:32:19 - INFO - Epoch: 143,	 Iter: 500,	 Loss: 0.37983,	 Val-Acc1: 85.82 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 15:32:38 - INFO - Epoch: 143,	 Iter: 600,	 Loss: 0.40230,	 Val-Acc1: 86.94 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 15:32:57 - INFO - Epoch: 143,	 Iter: 700,	 Loss: 0.36321,	 Val-Acc1: 86.82 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 15:33:16 - INFO - Epoch: 143,	 Iter: 800,	 Loss: 0.38760,	 Val-Acc1: 86.60 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 15:33:39 - INFO - Epoch: 144,	 Iter: 0,	 Loss: 0.47057,	 Val-Acc1: 87.76 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 15:33:58 - INFO - Epoch: 144,	 Iter: 100,	 Loss: 0.35438,	 Val-Acc1: 86.96 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 15:34:17 - INFO - Epoch: 144,	 Iter: 200,	 Loss: 0.46448,	 Val-Acc1: 88.54 (Best: 91.98),	 Val-Acc5: 98.32
2021-01-24 15:34:36 - INFO - Epoch: 144,	 Iter: 300,	 Loss: 0.49823,	 Val-Acc1: 87.12 (Best: 91.98),	 Val-Acc5: 98.32
2021-01-24 15:34:55 - INFO - Epoch: 144,	 Iter: 400,	 Loss: 0.41027,	 Val-Acc1: 88.24 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 15:35:14 - INFO - Epoch: 144,	 Iter: 500,	 Loss: 0.45520,	 Val-Acc1: 87.92 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 15:35:34 - INFO - Epoch: 144,	 Iter: 600,	 Loss: 0.39098,	 Val-Acc1: 88.22 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 15:35:53 - INFO - Epoch: 144,	 Iter: 700,	 Loss: 0.48770,	 Val-Acc1: 87.02 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 15:36:12 - INFO - Epoch: 144,	 Iter: 800,	 Loss: 0.36379,	 Val-Acc1: 87.44 (Best: 91.98),	 Val-Acc5: 98.68
2021-01-24 15:36:35 - INFO - Epoch: 145,	 Iter: 0,	 Loss: 0.42672,	 Val-Acc1: 85.36 (Best: 91.98),	 Val-Acc5: 98.38
2021-01-24 15:36:54 - INFO - Epoch: 145,	 Iter: 100,	 Loss: 0.34056,	 Val-Acc1: 86.02 (Best: 91.98),	 Val-Acc5: 98.44
2021-01-24 15:37:13 - INFO - Epoch: 145,	 Iter: 200,	 Loss: 0.41718,	 Val-Acc1: 86.46 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 15:37:32 - INFO - Epoch: 145,	 Iter: 300,	 Loss: 0.37994,	 Val-Acc1: 86.90 (Best: 91.98),	 Val-Acc5: 98.84
2021-01-24 15:37:52 - INFO - Epoch: 145,	 Iter: 400,	 Loss: 0.42031,	 Val-Acc1: 86.52 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 15:38:11 - INFO - Epoch: 145,	 Iter: 500,	 Loss: 0.49389,	 Val-Acc1: 87.12 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 15:38:30 - INFO - Epoch: 145,	 Iter: 600,	 Loss: 0.38750,	 Val-Acc1: 86.70 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 15:38:49 - INFO - Epoch: 145,	 Iter: 700,	 Loss: 0.36536,	 Val-Acc1: 87.66 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 15:39:08 - INFO - Epoch: 145,	 Iter: 800,	 Loss: 0.34411,	 Val-Acc1: 88.68 (Best: 91.98),	 Val-Acc5: 98.88
2021-01-24 15:39:32 - INFO - Epoch: 146,	 Iter: 0,	 Loss: 0.36456,	 Val-Acc1: 87.14 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 15:39:51 - INFO - Epoch: 146,	 Iter: 100,	 Loss: 0.38289,	 Val-Acc1: 88.80 (Best: 91.98),	 Val-Acc5: 98.74
2021-01-24 15:40:10 - INFO - Epoch: 146,	 Iter: 200,	 Loss: 0.39495,	 Val-Acc1: 85.70 (Best: 91.98),	 Val-Acc5: 98.42
2021-01-24 15:40:28 - INFO - Epoch: 146,	 Iter: 300,	 Loss: 0.48263,	 Val-Acc1: 87.58 (Best: 91.98),	 Val-Acc5: 98.94
2021-01-24 15:40:47 - INFO - Epoch: 146,	 Iter: 400,	 Loss: 0.34573,	 Val-Acc1: 86.12 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 15:41:06 - INFO - Epoch: 146,	 Iter: 500,	 Loss: 0.46458,	 Val-Acc1: 87.36 (Best: 91.98),	 Val-Acc5: 98.92
2021-01-24 15:41:25 - INFO - Epoch: 146,	 Iter: 600,	 Loss: 0.56516,	 Val-Acc1: 87.62 (Best: 91.98),	 Val-Acc5: 98.38
2021-01-24 15:41:44 - INFO - Epoch: 146,	 Iter: 700,	 Loss: 0.35026,	 Val-Acc1: 82.68 (Best: 91.98),	 Val-Acc5: 98.46
2021-01-24 15:42:04 - INFO - Epoch: 146,	 Iter: 800,	 Loss: 0.39471,	 Val-Acc1: 88.36 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 15:42:27 - INFO - Epoch: 147,	 Iter: 0,	 Loss: 0.40042,	 Val-Acc1: 85.50 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 15:42:46 - INFO - Epoch: 147,	 Iter: 100,	 Loss: 0.46531,	 Val-Acc1: 86.10 (Best: 91.98),	 Val-Acc5: 98.54
2021-01-24 15:43:05 - INFO - Epoch: 147,	 Iter: 200,	 Loss: 0.56982,	 Val-Acc1: 86.42 (Best: 91.98),	 Val-Acc5: 98.32
2021-01-24 15:43:24 - INFO - Epoch: 147,	 Iter: 300,	 Loss: 0.39217,	 Val-Acc1: 86.78 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 15:43:43 - INFO - Epoch: 147,	 Iter: 400,	 Loss: 0.36599,	 Val-Acc1: 86.92 (Best: 91.98),	 Val-Acc5: 98.18
2021-01-24 15:44:02 - INFO - Epoch: 147,	 Iter: 500,	 Loss: 0.35884,	 Val-Acc1: 87.72 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 15:44:21 - INFO - Epoch: 147,	 Iter: 600,	 Loss: 0.43722,	 Val-Acc1: 87.04 (Best: 91.98),	 Val-Acc5: 98.02
2021-01-24 15:44:40 - INFO - Epoch: 147,	 Iter: 700,	 Loss: 0.35532,	 Val-Acc1: 86.42 (Best: 91.98),	 Val-Acc5: 97.96
2021-01-24 15:44:59 - INFO - Epoch: 147,	 Iter: 800,	 Loss: 0.39812,	 Val-Acc1: 86.22 (Best: 91.98),	 Val-Acc5: 97.84
2021-01-24 15:45:23 - INFO - Epoch: 148,	 Iter: 0,	 Loss: 0.41358,	 Val-Acc1: 86.34 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 15:45:42 - INFO - Epoch: 148,	 Iter: 100,	 Loss: 0.45387,	 Val-Acc1: 86.98 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 15:46:01 - INFO - Epoch: 148,	 Iter: 200,	 Loss: 0.46539,	 Val-Acc1: 88.84 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 15:46:20 - INFO - Epoch: 148,	 Iter: 300,	 Loss: 0.39487,	 Val-Acc1: 87.66 (Best: 91.98),	 Val-Acc5: 98.30
2021-01-24 15:46:39 - INFO - Epoch: 148,	 Iter: 400,	 Loss: 0.39917,	 Val-Acc1: 88.02 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 15:46:58 - INFO - Epoch: 148,	 Iter: 500,	 Loss: 0.39483,	 Val-Acc1: 88.30 (Best: 91.98),	 Val-Acc5: 98.82
2021-01-24 15:47:17 - INFO - Epoch: 148,	 Iter: 600,	 Loss: 0.39727,	 Val-Acc1: 86.70 (Best: 91.98),	 Val-Acc5: 98.80
2021-01-24 15:47:36 - INFO - Epoch: 148,	 Iter: 700,	 Loss: 0.39046,	 Val-Acc1: 87.26 (Best: 91.98),	 Val-Acc5: 98.36
2021-01-24 15:47:56 - INFO - Epoch: 148,	 Iter: 800,	 Loss: 0.35266,	 Val-Acc1: 86.50 (Best: 91.98),	 Val-Acc5: 97.76
2021-01-24 15:48:19 - INFO - Epoch: 149,	 Iter: 0,	 Loss: 0.37220,	 Val-Acc1: 87.78 (Best: 91.98),	 Val-Acc5: 98.50
2021-01-24 15:48:38 - INFO - Epoch: 149,	 Iter: 100,	 Loss: 0.35607,	 Val-Acc1: 87.40 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 15:48:57 - INFO - Epoch: 149,	 Iter: 200,	 Loss: 0.40174,	 Val-Acc1: 88.04 (Best: 91.98),	 Val-Acc5: 98.76
2021-01-24 15:49:16 - INFO - Epoch: 149,	 Iter: 300,	 Loss: 0.35072,	 Val-Acc1: 86.14 (Best: 91.98),	 Val-Acc5: 98.64
2021-01-24 15:49:35 - INFO - Epoch: 149,	 Iter: 400,	 Loss: 0.47204,	 Val-Acc1: 84.60 (Best: 91.98),	 Val-Acc5: 98.06
2021-01-24 15:49:55 - INFO - Epoch: 149,	 Iter: 500,	 Loss: 0.40995,	 Val-Acc1: 86.22 (Best: 91.98),	 Val-Acc5: 97.78
2021-01-24 15:50:13 - INFO - Epoch: 149,	 Iter: 600,	 Loss: 0.33554,	 Val-Acc1: 85.72 (Best: 91.98),	 Val-Acc5: 98.24
2021-01-24 15:50:32 - INFO - Epoch: 149,	 Iter: 700,	 Loss: 0.37699,	 Val-Acc1: 86.16 (Best: 91.98),	 Val-Acc5: 98.34
2021-01-24 15:50:51 - INFO - Epoch: 149,	 Iter: 800,	 Loss: 0.39063,	 Val-Acc1: 86.32 (Best: 91.98),	 Val-Acc5: 98.96
2021-01-24 15:51:14 - INFO - Epoch: 150,	 Iter: 0,	 Loss: 0.34636,	 Val-Acc1: 86.38 (Best: 91.98),	 Val-Acc5: 98.26
2021-01-24 15:51:33 - INFO - Epoch: 150,	 Iter: 100,	 Loss: 0.42261,	 Val-Acc1: 87.80 (Best: 91.98),	 Val-Acc5: 98.46
2021-01-24 15:51:52 - INFO - Epoch: 150,	 Iter: 200,	 Loss: 0.35964,	 Val-Acc1: 88.16 (Best: 91.98),	 Val-Acc5: 98.44
2021-01-24 15:52:11 - INFO - Epoch: 150,	 Iter: 300,	 Loss: 0.34215,	 Val-Acc1: 84.22 (Best: 91.98),	 Val-Acc5: 97.88
2021-01-24 15:52:30 - INFO - Epoch: 150,	 Iter: 400,	 Loss: 0.33762,	 Val-Acc1: 83.92 (Best: 91.98),	 Val-Acc5: 98.30
2021-01-24 15:52:49 - INFO - Epoch: 150,	 Iter: 500,	 Loss: 0.44692,	 Val-Acc1: 85.18 (Best: 91.98),	 Val-Acc5: 97.50
2021-01-24 15:53:08 - INFO - Epoch: 150,	 Iter: 600,	 Loss: 0.38937,	 Val-Acc1: 85.10 (Best: 91.98),	 Val-Acc5: 97.84
2021-01-24 15:53:27 - INFO - Epoch: 150,	 Iter: 700,	 Loss: 0.39900,	 Val-Acc1: 86.72 (Best: 91.98),	 Val-Acc5: 98.26
2021-01-24 15:53:46 - INFO - Epoch: 150,	 Iter: 800,	 Loss: 0.38947,	 Val-Acc1: 86.18 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 15:54:09 - INFO - Epoch: 151,	 Iter: 0,	 Loss: 0.32829,	 Val-Acc1: 86.28 (Best: 91.98),	 Val-Acc5: 98.60
2021-01-24 15:54:28 - INFO - Epoch: 151,	 Iter: 100,	 Loss: 0.36939,	 Val-Acc1: 84.46 (Best: 91.98),	 Val-Acc5: 97.92
2021-01-24 15:54:47 - INFO - Epoch: 151,	 Iter: 200,	 Loss: 0.37858,	 Val-Acc1: 83.52 (Best: 91.98),	 Val-Acc5: 97.22
2021-01-24 15:55:06 - INFO - Epoch: 151,	 Iter: 300,	 Loss: 0.37596,	 Val-Acc1: 83.84 (Best: 91.98),	 Val-Acc5: 97.18
2021-01-24 15:55:25 - INFO - Epoch: 151,	 Iter: 400,	 Loss: 0.31428,	 Val-Acc1: 82.74 (Best: 91.98),	 Val-Acc5: 97.78
2021-01-24 15:55:44 - INFO - Epoch: 151,	 Iter: 500,	 Loss: 0.32525,	 Val-Acc1: 83.24 (Best: 91.98),	 Val-Acc5: 97.42
2021-01-24 15:56:03 - INFO - Epoch: 151,	 Iter: 600,	 Loss: 0.39910,	 Val-Acc1: 86.48 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 15:56:22 - INFO - Epoch: 151,	 Iter: 700,	 Loss: 0.47575,	 Val-Acc1: 84.22 (Best: 91.98),	 Val-Acc5: 97.92
2021-01-24 15:56:41 - INFO - Epoch: 151,	 Iter: 800,	 Loss: 0.42251,	 Val-Acc1: 85.68 (Best: 91.98),	 Val-Acc5: 98.12
2021-01-24 15:57:04 - INFO - Epoch: 152,	 Iter: 0,	 Loss: 0.46916,	 Val-Acc1: 85.10 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 15:57:23 - INFO - Epoch: 152,	 Iter: 100,	 Loss: 0.30561,	 Val-Acc1: 86.28 (Best: 91.98),	 Val-Acc5: 98.58
2021-01-24 15:57:42 - INFO - Epoch: 152,	 Iter: 200,	 Loss: 0.48361,	 Val-Acc1: 85.06 (Best: 91.98),	 Val-Acc5: 97.52
2021-01-24 15:58:01 - INFO - Epoch: 152,	 Iter: 300,	 Loss: 0.42036,	 Val-Acc1: 83.92 (Best: 91.98),	 Val-Acc5: 98.08
2021-01-24 15:58:19 - INFO - Epoch: 152,	 Iter: 400,	 Loss: 0.41003,	 Val-Acc1: 84.40 (Best: 91.98),	 Val-Acc5: 98.72
2021-01-24 15:58:39 - INFO - Epoch: 152,	 Iter: 500,	 Loss: 0.43665,	 Val-Acc1: 85.52 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 15:58:58 - INFO - Epoch: 152,	 Iter: 600,	 Loss: 0.34994,	 Val-Acc1: 85.26 (Best: 91.98),	 Val-Acc5: 98.36
2021-01-24 15:59:17 - INFO - Epoch: 152,	 Iter: 700,	 Loss: 0.44128,	 Val-Acc1: 85.52 (Best: 91.98),	 Val-Acc5: 98.12
2021-01-24 15:59:36 - INFO - Epoch: 152,	 Iter: 800,	 Loss: 0.37354,	 Val-Acc1: 86.50 (Best: 91.98),	 Val-Acc5: 98.54
2021-01-24 15:59:59 - INFO - Epoch: 153,	 Iter: 0,	 Loss: 0.37976,	 Val-Acc1: 82.76 (Best: 91.98),	 Val-Acc5: 97.88
2021-01-24 16:00:18 - INFO - Epoch: 153,	 Iter: 100,	 Loss: 0.39904,	 Val-Acc1: 81.04 (Best: 91.98),	 Val-Acc5: 97.34
2021-01-24 16:00:37 - INFO - Epoch: 153,	 Iter: 200,	 Loss: 0.39686,	 Val-Acc1: 84.48 (Best: 91.98),	 Val-Acc5: 96.92
2021-01-24 16:00:55 - INFO - Epoch: 153,	 Iter: 300,	 Loss: 0.37443,	 Val-Acc1: 87.06 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 16:01:15 - INFO - Epoch: 153,	 Iter: 400,	 Loss: 0.35634,	 Val-Acc1: 83.66 (Best: 91.98),	 Val-Acc5: 97.80
2021-01-24 16:01:34 - INFO - Epoch: 153,	 Iter: 500,	 Loss: 0.49296,	 Val-Acc1: 83.84 (Best: 91.98),	 Val-Acc5: 98.16
2021-01-24 16:01:53 - INFO - Epoch: 153,	 Iter: 600,	 Loss: 0.38593,	 Val-Acc1: 83.32 (Best: 91.98),	 Val-Acc5: 96.80
2021-01-24 16:02:12 - INFO - Epoch: 153,	 Iter: 700,	 Loss: 0.44775,	 Val-Acc1: 83.60 (Best: 91.98),	 Val-Acc5: 97.98
2021-01-24 16:02:31 - INFO - Epoch: 153,	 Iter: 800,	 Loss: 0.37793,	 Val-Acc1: 83.08 (Best: 91.98),	 Val-Acc5: 97.28
2021-01-24 16:02:54 - INFO - Epoch: 154,	 Iter: 0,	 Loss: 0.34931,	 Val-Acc1: 83.68 (Best: 91.98),	 Val-Acc5: 98.24
2021-01-24 16:03:13 - INFO - Epoch: 154,	 Iter: 100,	 Loss: 0.36648,	 Val-Acc1: 82.24 (Best: 91.98),	 Val-Acc5: 97.58
2021-01-24 16:03:32 - INFO - Epoch: 154,	 Iter: 200,	 Loss: 0.38233,	 Val-Acc1: 82.16 (Best: 91.98),	 Val-Acc5: 97.66
2021-01-24 16:03:51 - INFO - Epoch: 154,	 Iter: 300,	 Loss: 0.35795,	 Val-Acc1: 86.02 (Best: 91.98),	 Val-Acc5: 97.74
2021-01-24 16:04:09 - INFO - Epoch: 154,	 Iter: 400,	 Loss: 0.41421,	 Val-Acc1: 83.38 (Best: 91.98),	 Val-Acc5: 98.08
2021-01-24 16:04:29 - INFO - Epoch: 154,	 Iter: 500,	 Loss: 0.43609,	 Val-Acc1: 83.88 (Best: 91.98),	 Val-Acc5: 98.28
2021-01-24 16:04:48 - INFO - Epoch: 154,	 Iter: 600,	 Loss: 0.35347,	 Val-Acc1: 85.00 (Best: 91.98),	 Val-Acc5: 98.24
2021-01-24 16:05:07 - INFO - Epoch: 154,	 Iter: 700,	 Loss: 0.41770,	 Val-Acc1: 84.38 (Best: 91.98),	 Val-Acc5: 97.78
2021-01-24 16:05:26 - INFO - Epoch: 154,	 Iter: 800,	 Loss: 0.36408,	 Val-Acc1: 81.58 (Best: 91.98),	 Val-Acc5: 97.48
2021-01-24 16:05:48 - INFO - Epoch: 155,	 Iter: 0,	 Loss: 0.36556,	 Val-Acc1: 82.56 (Best: 91.98),	 Val-Acc5: 97.56
2021-01-24 16:06:08 - INFO - Epoch: 155,	 Iter: 100,	 Loss: 0.36172,	 Val-Acc1: 80.58 (Best: 91.98),	 Val-Acc5: 97.48
2021-01-24 16:06:27 - INFO - Epoch: 155,	 Iter: 200,	 Loss: 0.33954,	 Val-Acc1: 81.08 (Best: 91.98),	 Val-Acc5: 97.34
2021-01-24 16:06:46 - INFO - Epoch: 155,	 Iter: 300,	 Loss: 0.41333,	 Val-Acc1: 83.74 (Best: 91.98),	 Val-Acc5: 96.96
2021-01-24 16:07:06 - INFO - Epoch: 155,	 Iter: 400,	 Loss: 0.41169,	 Val-Acc1: 83.96 (Best: 91.98),	 Val-Acc5: 98.14
2021-01-24 16:07:26 - INFO - Epoch: 155,	 Iter: 500,	 Loss: 0.37259,	 Val-Acc1: 81.54 (Best: 91.98),	 Val-Acc5: 97.94
2021-01-24 16:07:44 - INFO - Epoch: 155,	 Iter: 600,	 Loss: 0.41499,	 Val-Acc1: 84.46 (Best: 91.98),	 Val-Acc5: 98.40
2021-01-24 16:08:03 - INFO - Epoch: 155,	 Iter: 700,	 Loss: 0.40729,	 Val-Acc1: 84.78 (Best: 91.98),	 Val-Acc5: 97.86
2021-01-24 16:08:22 - INFO - Epoch: 155,	 Iter: 800,	 Loss: 0.42869,	 Val-Acc1: 86.88 (Best: 91.98),	 Val-Acc5: 98.54
2021-01-24 16:08:45 - INFO - Epoch: 156,	 Iter: 0,	 Loss: 0.36556,	 Val-Acc1: 85.20 (Best: 91.98),	 Val-Acc5: 97.84
2021-01-24 16:09:03 - INFO - Epoch: 156,	 Iter: 100,	 Loss: 0.37577,	 Val-Acc1: 84.74 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 16:09:22 - INFO - Epoch: 156,	 Iter: 200,	 Loss: 0.40660,	 Val-Acc1: 83.52 (Best: 91.98),	 Val-Acc5: 98.28
2021-01-24 16:09:41 - INFO - Epoch: 156,	 Iter: 300,	 Loss: 0.32929,	 Val-Acc1: 82.82 (Best: 91.98),	 Val-Acc5: 97.42
2021-01-24 16:10:00 - INFO - Epoch: 156,	 Iter: 400,	 Loss: 0.39084,	 Val-Acc1: 84.80 (Best: 91.98),	 Val-Acc5: 98.18
2021-01-24 16:10:19 - INFO - Epoch: 156,	 Iter: 500,	 Loss: 0.43040,	 Val-Acc1: 84.10 (Best: 91.98),	 Val-Acc5: 98.10
2021-01-24 16:10:37 - INFO - Epoch: 156,	 Iter: 600,	 Loss: 0.47846,	 Val-Acc1: 84.78 (Best: 91.98),	 Val-Acc5: 98.32
2021-01-24 16:10:56 - INFO - Epoch: 156,	 Iter: 700,	 Loss: 0.39763,	 Val-Acc1: 83.22 (Best: 91.98),	 Val-Acc5: 97.78
2021-01-24 16:11:15 - INFO - Epoch: 156,	 Iter: 800,	 Loss: 0.40844,	 Val-Acc1: 81.60 (Best: 91.98),	 Val-Acc5: 97.48
2021-01-24 16:11:38 - INFO - Epoch: 157,	 Iter: 0,	 Loss: 0.33479,	 Val-Acc1: 82.34 (Best: 91.98),	 Val-Acc5: 98.06
2021-01-24 16:11:57 - INFO - Epoch: 157,	 Iter: 100,	 Loss: 0.34246,	 Val-Acc1: 83.34 (Best: 91.98),	 Val-Acc5: 97.86
2021-01-24 16:12:16 - INFO - Epoch: 157,	 Iter: 200,	 Loss: 0.39408,	 Val-Acc1: 83.00 (Best: 91.98),	 Val-Acc5: 97.10
2021-01-24 16:12:35 - INFO - Epoch: 157,	 Iter: 300,	 Loss: 0.36642,	 Val-Acc1: 82.32 (Best: 91.98),	 Val-Acc5: 96.94
2021-01-24 16:12:54 - INFO - Epoch: 157,	 Iter: 400,	 Loss: 0.40688,	 Val-Acc1: 84.24 (Best: 91.98),	 Val-Acc5: 97.16
2021-01-24 16:13:13 - INFO - Epoch: 157,	 Iter: 500,	 Loss: 0.42889,	 Val-Acc1: 84.62 (Best: 91.98),	 Val-Acc5: 98.02
2021-01-24 16:13:32 - INFO - Epoch: 157,	 Iter: 600,	 Loss: 0.36338,	 Val-Acc1: 83.92 (Best: 91.98),	 Val-Acc5: 97.98
2021-01-24 16:13:51 - INFO - Epoch: 157,	 Iter: 700,	 Loss: 0.40501,	 Val-Acc1: 83.10 (Best: 91.98),	 Val-Acc5: 96.86
2021-01-24 16:14:10 - INFO - Epoch: 157,	 Iter: 800,	 Loss: 0.47725,	 Val-Acc1: 82.64 (Best: 91.98),	 Val-Acc5: 96.84
2021-01-24 16:14:32 - INFO - Epoch: 158,	 Iter: 0,	 Loss: 0.39163,	 Val-Acc1: 84.16 (Best: 91.98),	 Val-Acc5: 97.68
2021-01-24 16:14:51 - INFO - Epoch: 158,	 Iter: 100,	 Loss: 0.33432,	 Val-Acc1: 84.18 (Best: 91.98),	 Val-Acc5: 97.76
2021-01-24 16:15:10 - INFO - Epoch: 158,	 Iter: 200,	 Loss: 0.41882,	 Val-Acc1: 81.48 (Best: 91.98),	 Val-Acc5: 97.68
2021-01-24 16:15:30 - INFO - Epoch: 158,	 Iter: 300,	 Loss: 0.44678,	 Val-Acc1: 81.14 (Best: 91.98),	 Val-Acc5: 97.80
2021-01-24 16:15:49 - INFO - Epoch: 158,	 Iter: 400,	 Loss: 0.34160,	 Val-Acc1: 80.60 (Best: 91.98),	 Val-Acc5: 97.66
2021-01-24 16:16:08 - INFO - Epoch: 158,	 Iter: 500,	 Loss: 0.38326,	 Val-Acc1: 84.82 (Best: 91.98),	 Val-Acc5: 98.04
2021-01-24 16:16:27 - INFO - Epoch: 158,	 Iter: 600,	 Loss: 0.38299,	 Val-Acc1: 85.28 (Best: 91.98),	 Val-Acc5: 98.52
2021-01-24 16:16:46 - INFO - Epoch: 158,	 Iter: 700,	 Loss: 0.44630,	 Val-Acc1: 85.24 (Best: 91.98),	 Val-Acc5: 98.24
2021-01-24 16:17:05 - INFO - Epoch: 158,	 Iter: 800,	 Loss: 0.40011,	 Val-Acc1: 84.76 (Best: 91.98),	 Val-Acc5: 98.36
2021-01-24 16:17:28 - INFO - Epoch: 159,	 Iter: 0,	 Loss: 0.31669,	 Val-Acc1: 84.04 (Best: 91.98),	 Val-Acc5: 97.36
2021-01-24 16:17:48 - INFO - Epoch: 159,	 Iter: 100,	 Loss: 0.41803,	 Val-Acc1: 86.00 (Best: 91.98),	 Val-Acc5: 98.20
2021-01-24 16:18:07 - INFO - Epoch: 159,	 Iter: 200,	 Loss: 0.33718,	 Val-Acc1: 85.22 (Best: 91.98),	 Val-Acc5: 98.20
2021-01-24 16:18:26 - INFO - Epoch: 159,	 Iter: 300,	 Loss: 0.35356,	 Val-Acc1: 83.08 (Best: 91.98),	 Val-Acc5: 98.06
2021-01-24 16:18:46 - INFO - Epoch: 159,	 Iter: 400,	 Loss: 0.35271,	 Val-Acc1: 85.84 (Best: 91.98),	 Val-Acc5: 98.40
2021-01-24 16:19:05 - INFO - Epoch: 159,	 Iter: 500,	 Loss: 0.41430,	 Val-Acc1: 85.04 (Best: 91.98),	 Val-Acc5: 97.78
2021-01-24 16:19:24 - INFO - Epoch: 159,	 Iter: 600,	 Loss: 0.37890,	 Val-Acc1: 85.36 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 16:19:44 - INFO - Epoch: 159,	 Iter: 700,	 Loss: 0.37539,	 Val-Acc1: 85.74 (Best: 91.98),	 Val-Acc5: 98.08
2021-01-24 16:20:03 - INFO - Epoch: 159,	 Iter: 800,	 Loss: 0.41716,	 Val-Acc1: 84.42 (Best: 91.98),	 Val-Acc5: 97.90
2021-01-24 16:20:26 - INFO - Epoch: 160,	 Iter: 0,	 Loss: 0.34707,	 Val-Acc1: 86.02 (Best: 91.98),	 Val-Acc5: 97.94
2021-01-24 16:20:46 - INFO - Epoch: 160,	 Iter: 100,	 Loss: 0.37423,	 Val-Acc1: 86.62 (Best: 91.98),	 Val-Acc5: 98.02
2021-01-24 16:21:04 - INFO - Epoch: 160,	 Iter: 200,	 Loss: 0.45791,	 Val-Acc1: 84.00 (Best: 91.98),	 Val-Acc5: 98.28
2021-01-24 16:21:24 - INFO - Epoch: 160,	 Iter: 300,	 Loss: 0.36498,	 Val-Acc1: 85.02 (Best: 91.98),	 Val-Acc5: 98.12
2021-01-24 16:21:43 - INFO - Epoch: 160,	 Iter: 400,	 Loss: 0.46824,	 Val-Acc1: 82.70 (Best: 91.98),	 Val-Acc5: 97.34
2021-01-24 16:22:02 - INFO - Epoch: 160,	 Iter: 500,	 Loss: 0.44949,	 Val-Acc1: 86.70 (Best: 91.98),	 Val-Acc5: 98.50
2021-01-24 16:22:21 - INFO - Epoch: 160,	 Iter: 600,	 Loss: 0.36314,	 Val-Acc1: 85.70 (Best: 91.98),	 Val-Acc5: 98.22
2021-01-24 16:22:40 - INFO - Epoch: 160,	 Iter: 700,	 Loss: 0.37228,	 Val-Acc1: 84.66 (Best: 91.98),	 Val-Acc5: 98.38
2021-01-24 16:22:59 - INFO - Epoch: 160,	 Iter: 800,	 Loss: 0.32989,	 Val-Acc1: 86.54 (Best: 91.98),	 Val-Acc5: 98.62
2021-01-24 16:23:23 - INFO - Epoch: 161,	 Iter: 0,	 Loss: 0.44762,	 Val-Acc1: 83.52 (Best: 91.98),	 Val-Acc5: 98.30
2021-01-24 16:23:43 - INFO - Epoch: 161,	 Iter: 100,	 Loss: 0.32538,	 Val-Acc1: 84.84 (Best: 91.98),	 Val-Acc5: 98.34
2021-01-24 16:24:02 - INFO - Epoch: 161,	 Iter: 200,	 Loss: 0.39161,	 Val-Acc1: 84.72 (Best: 91.98),	 Val-Acc5: 98.34
2021-01-24 16:24:21 - INFO - Epoch: 161,	 Iter: 300,	 Loss: 0.49935,	 Val-Acc1: 86.10 (Best: 91.98),	 Val-Acc5: 97.88
2021-01-24 16:24:40 - INFO - Epoch: 161,	 Iter: 400,	 Loss: 0.37671,	 Val-Acc1: 85.76 (Best: 91.98),	 Val-Acc5: 98.04
2021-01-24 16:24:59 - INFO - Epoch: 161,	 Iter: 500,	 Loss: 0.34000,	 Val-Acc1: 85.20 (Best: 91.98),	 Val-Acc5: 98.50
2021-01-24 16:25:18 - INFO - Epoch: 161,	 Iter: 600,	 Loss: 0.44794,	 Val-Acc1: 81.70 (Best: 91.98),	 Val-Acc5: 98.14
2021-01-24 16:25:38 - INFO - Epoch: 161,	 Iter: 700,	 Loss: 0.48185,	 Val-Acc1: 82.40 (Best: 91.98),	 Val-Acc5: 97.78
2021-01-24 16:25:57 - INFO - Epoch: 161,	 Iter: 800,	 Loss: 0.39518,	 Val-Acc1: 83.00 (Best: 91.98),	 Val-Acc5: 98.08
2021-01-24 16:26:20 - INFO - Epoch: 162,	 Iter: 0,	 Loss: 0.32217,	 Val-Acc1: 84.72 (Best: 91.98),	 Val-Acc5: 98.16
2021-01-24 16:26:39 - INFO - Epoch: 162,	 Iter: 100,	 Loss: 0.36473,	 Val-Acc1: 83.18 (Best: 91.98),	 Val-Acc5: 98.02
2021-01-24 16:26:58 - INFO - Epoch: 162,	 Iter: 200,	 Loss: 0.37084,	 Val-Acc1: 80.38 (Best: 91.98),	 Val-Acc5: 98.10
2021-01-24 16:27:17 - INFO - Epoch: 162,	 Iter: 300,	 Loss: 0.35711,	 Val-Acc1: 80.80 (Best: 91.98),	 Val-Acc5: 97.70
2021-01-24 16:27:37 - INFO - Epoch: 162,	 Iter: 400,	 Loss: 0.35584,	 Val-Acc1: 83.16 (Best: 91.98),	 Val-Acc5: 98.66
2021-01-24 16:27:56 - INFO - Epoch: 162,	 Iter: 500,	 Loss: 0.38765,	 Val-Acc1: 84.00 (Best: 91.98),	 Val-Acc5: 98.56
2021-01-24 16:28:14 - INFO - Epoch: 162,	 Iter: 600,	 Loss: 0.53386,	 Val-Acc1: 81.14 (Best: 91.98),	 Val-Acc5: 97.56
2021-01-24 16:28:33 - INFO - Epoch: 162,	 Iter: 700,	 Loss: 0.36864,	 Val-Acc1: 81.16 (Best: 91.98),	 Val-Acc5: 97.90
2021-01-24 16:28:52 - INFO - Epoch: 162,	 Iter: 800,	 Loss: 0.36649,	 Val-Acc1: 81.64 (Best: 91.98),	 Val-Acc5: 98.00
2021-01-24 16:29:15 - INFO - Epoch: 163,	 Iter: 0,	 Loss: 0.36491,	 Val-Acc1: 80.56 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 16:29:33 - INFO - Epoch: 163,	 Iter: 100,	 Loss: 0.35900,	 Val-Acc1: 84.08 (Best: 91.98),	 Val-Acc5: 97.88
2021-01-24 16:29:52 - INFO - Epoch: 163,	 Iter: 200,	 Loss: 0.37653,	 Val-Acc1: 85.40 (Best: 91.98),	 Val-Acc5: 98.38
2021-01-24 16:30:11 - INFO - Epoch: 163,	 Iter: 300,	 Loss: 0.39066,	 Val-Acc1: 86.62 (Best: 91.98),	 Val-Acc5: 98.20
2021-01-24 16:30:29 - INFO - Epoch: 163,	 Iter: 400,	 Loss: 0.35450,	 Val-Acc1: 82.28 (Best: 91.98),	 Val-Acc5: 97.90
2021-01-24 16:30:48 - INFO - Epoch: 163,	 Iter: 500,	 Loss: 0.41132,	 Val-Acc1: 82.86 (Best: 91.98),	 Val-Acc5: 97.84
2021-01-24 16:31:07 - INFO - Epoch: 163,	 Iter: 600,	 Loss: 0.38029,	 Val-Acc1: 83.74 (Best: 91.98),	 Val-Acc5: 98.14
2021-01-24 16:31:26 - INFO - Epoch: 163,	 Iter: 700,	 Loss: 0.35285,	 Val-Acc1: 83.34 (Best: 91.98),	 Val-Acc5: 97.54
2021-01-24 16:31:44 - INFO - Epoch: 163,	 Iter: 800,	 Loss: 0.42329,	 Val-Acc1: 86.00 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 16:32:08 - INFO - Epoch: 164,	 Iter: 0,	 Loss: 0.41037,	 Val-Acc1: 82.66 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 16:32:27 - INFO - Epoch: 164,	 Iter: 100,	 Loss: 0.40109,	 Val-Acc1: 85.74 (Best: 91.98),	 Val-Acc5: 97.76
2021-01-24 16:32:46 - INFO - Epoch: 164,	 Iter: 200,	 Loss: 0.34739,	 Val-Acc1: 86.96 (Best: 91.98),	 Val-Acc5: 98.48
2021-01-24 16:33:05 - INFO - Epoch: 164,	 Iter: 300,	 Loss: 0.39211,	 Val-Acc1: 84.24 (Best: 91.98),	 Val-Acc5: 98.06
2021-01-24 16:33:24 - INFO - Epoch: 164,	 Iter: 400,	 Loss: 0.40895,	 Val-Acc1: 83.92 (Best: 91.98),	 Val-Acc5: 97.72
2021-01-24 16:33:44 - INFO - Epoch: 164,	 Iter: 500,	 Loss: 0.32487,	 Val-Acc1: 83.34 (Best: 91.98),	 Val-Acc5: 97.38
2021-01-24 16:34:03 - INFO - Epoch: 164,	 Iter: 600,	 Loss: 0.44183,	 Val-Acc1: 82.72 (Best: 91.98),	 Val-Acc5: 96.94
2021-01-24 16:34:22 - INFO - Epoch: 164,	 Iter: 700,	 Loss: 0.40848,	 Val-Acc1: 83.00 (Best: 91.98),	 Val-Acc5: 97.70
2021-01-24 16:34:41 - INFO - Epoch: 164,	 Iter: 800,	 Loss: 0.39282,	 Val-Acc1: 82.14 (Best: 91.98),	 Val-Acc5: 97.20
2021-01-24 16:35:05 - INFO - Epoch: 165,	 Iter: 0,	 Loss: 0.32958,	 Val-Acc1: 84.26 (Best: 91.98),	 Val-Acc5: 98.16
2021-01-24 16:35:24 - INFO - Epoch: 165,	 Iter: 100,	 Loss: 0.49239,	 Val-Acc1: 83.40 (Best: 91.98),	 Val-Acc5: 97.84
2021-01-24 16:35:43 - INFO - Epoch: 165,	 Iter: 200,	 Loss: 0.44259,	 Val-Acc1: 84.26 (Best: 91.98),	 Val-Acc5: 98.30
2021-01-24 16:36:02 - INFO - Epoch: 165,	 Iter: 300,	 Loss: 0.33329,	 Val-Acc1: 81.02 (Best: 91.98),	 Val-Acc5: 97.00
2021-01-24 16:36:21 - INFO - Epoch: 165,	 Iter: 400,	 Loss: 0.41157,	 Val-Acc1: 83.04 (Best: 91.98),	 Val-Acc5: 97.90
2021-01-24 16:36:39 - INFO - Epoch: 165,	 Iter: 500,	 Loss: 0.34063,	 Val-Acc1: 83.62 (Best: 91.98),	 Val-Acc5: 97.98
2021-01-24 16:36:58 - INFO - Epoch: 165,	 Iter: 600,	 Loss: 0.39899,	 Val-Acc1: 84.26 (Best: 91.98),	 Val-Acc5: 97.70
2021-01-24 16:37:17 - INFO - Epoch: 165,	 Iter: 700,	 Loss: 0.42113,	 Val-Acc1: 81.96 (Best: 91.98),	 Val-Acc5: 96.72
2021-01-24 16:37:35 - INFO - Epoch: 165,	 Iter: 800,	 Loss: 0.36453,	 Val-Acc1: 83.10 (Best: 91.98),	 Val-Acc5: 97.54
2021-01-24 16:37:58 - INFO - Epoch: 166,	 Iter: 0,	 Loss: 0.36755,	 Val-Acc1: 84.66 (Best: 91.98),	 Val-Acc5: 97.82
2021-01-24 16:38:17 - INFO - Epoch: 166,	 Iter: 100,	 Loss: 0.48842,	 Val-Acc1: 81.84 (Best: 91.98),	 Val-Acc5: 98.02
2021-01-24 16:38:35 - INFO - Epoch: 166,	 Iter: 200,	 Loss: 0.47744,	 Val-Acc1: 82.52 (Best: 91.98),	 Val-Acc5: 98.00
2021-01-24 16:38:54 - INFO - Epoch: 166,	 Iter: 300,	 Loss: 0.42517,	 Val-Acc1: 85.20 (Best: 91.98),	 Val-Acc5: 98.44
2021-01-24 16:39:12 - INFO - Epoch: 166,	 Iter: 400,	 Loss: 0.39347,	 Val-Acc1: 82.72 (Best: 91.98),	 Val-Acc5: 97.26
2021-01-24 16:39:31 - INFO - Epoch: 166,	 Iter: 500,	 Loss: 0.39817,	 Val-Acc1: 85.06 (Best: 91.98),	 Val-Acc5: 98.06
2021-01-24 16:39:50 - INFO - Epoch: 166,	 Iter: 600,	 Loss: 0.35950,	 Val-Acc1: 85.48 (Best: 91.98),	 Val-Acc5: 98.24
2021-01-24 16:39:50 - INFO - lr: 6.400000000000002e-07
2021-01-24 16:40:08 - INFO - Epoch: 166,	 Iter: 700,	 Loss: 0.35455,	 Val-Acc1: 85.84 (Best: 91.98),	 Val-Acc5: 97.64
2021-01-24 16:40:27 - INFO - Epoch: 166,	 Iter: 800,	 Loss: 0.33672,	 Val-Acc1: 84.66 (Best: 91.98),	 Val-Acc5: 97.74
2021-01-24 16:40:50 - INFO - Epoch: 167,	 Iter: 0,	 Loss: 0.36626,	 Val-Acc1: 85.22 (Best: 91.98),	 Val-Acc5: 97.68
2021-01-24 16:41:08 - INFO - Epoch: 167,	 Iter: 100,	 Loss: 0.37052,	 Val-Acc1: 84.82 (Best: 91.98),	 Val-Acc5: 97.52
2021-01-24 16:41:27 - INFO - Epoch: 167,	 Iter: 200,	 Loss: 0.37403,	 Val-Acc1: 84.58 (Best: 91.98),	 Val-Acc5: 97.48
2021-01-24 16:41:46 - INFO - Epoch: 167,	 Iter: 300,	 Loss: 0.38244,	 Val-Acc1: 86.36 (Best: 91.98),	 Val-Acc5: 97.52
2021-01-24 16:42:04 - INFO - Epoch: 167,	 Iter: 400,	 Loss: 0.34624,	 Val-Acc1: 85.24 (Best: 91.98),	 Val-Acc5: 97.64
2021-01-24 16:42:23 - INFO - Epoch: 167,	 Iter: 500,	 Loss: 0.44923,	 Val-Acc1: 84.24 (Best: 91.98),	 Val-Acc5: 97.98
2021-01-24 16:42:42 - INFO - Epoch: 167,	 Iter: 600,	 Loss: 0.32626,	 Val-Acc1: 84.98 (Best: 91.98),	 Val-Acc5: 98.06
2021-01-24 16:43:00 - INFO - Epoch: 167,	 Iter: 700,	 Loss: 0.39626,	 Val-Acc1: 84.72 (Best: 91.98),	 Val-Acc5: 97.64
2021-01-24 16:43:19 - INFO - Epoch: 167,	 Iter: 800,	 Loss: 0.34920,	 Val-Acc1: 85.02 (Best: 91.98),	 Val-Acc5: 98.04
2021-01-24 16:43:42 - INFO - Epoch: 168,	 Iter: 0,	 Loss: 0.41257,	 Val-Acc1: 84.56 (Best: 91.98),	 Val-Acc5: 97.66
2021-01-24 16:44:01 - INFO - Epoch: 168,	 Iter: 100,	 Loss: 0.36391,	 Val-Acc1: 84.34 (Best: 91.98),	 Val-Acc5: 97.76
2021-01-24 16:44:19 - INFO - Epoch: 168,	 Iter: 200,	 Loss: 0.35396,	 Val-Acc1: 84.04 (Best: 91.98),	 Val-Acc5: 97.42
2021-01-24 16:44:38 - INFO - Epoch: 168,	 Iter: 300,	 Loss: 0.33050,	 Val-Acc1: 83.78 (Best: 91.98),	 Val-Acc5: 96.98
2021-01-24 16:44:56 - INFO - Epoch: 168,	 Iter: 400,	 Loss: 0.34581,	 Val-Acc1: 84.08 (Best: 91.98),	 Val-Acc5: 97.60
2021-01-24 16:45:15 - INFO - Epoch: 168,	 Iter: 500,	 Loss: 0.31626,	 Val-Acc1: 84.74 (Best: 91.98),	 Val-Acc5: 97.72
2021-01-24 16:45:34 - INFO - Epoch: 168,	 Iter: 600,	 Loss: 0.35807,	 Val-Acc1: 84.62 (Best: 91.98),	 Val-Acc5: 97.72
2021-01-24 16:45:52 - INFO - Epoch: 168,	 Iter: 700,	 Loss: 0.31832,	 Val-Acc1: 85.32 (Best: 91.98),	 Val-Acc5: 97.66
2021-01-24 16:46:11 - INFO - Epoch: 168,	 Iter: 800,	 Loss: 0.32274,	 Val-Acc1: 83.36 (Best: 91.98),	 Val-Acc5: 97.64
2021-01-24 16:46:34 - INFO - Epoch: 169,	 Iter: 0,	 Loss: 0.41595,	 Val-Acc1: 83.52 (Best: 91.98),	 Val-Acc5: 97.74
2021-01-24 16:46:53 - INFO - Epoch: 169,	 Iter: 100,	 Loss: 0.33896,	 Val-Acc1: 83.44 (Best: 91.98),	 Val-Acc5: 97.48
2021-01-24 16:47:11 - INFO - Epoch: 169,	 Iter: 200,	 Loss: 0.32179,	 Val-Acc1: 82.62 (Best: 91.98),	 Val-Acc5: 97.26
2021-01-24 16:47:30 - INFO - Epoch: 169,	 Iter: 300,	 Loss: 0.37652,	 Val-Acc1: 82.86 (Best: 91.98),	 Val-Acc5: 97.26
2021-01-24 16:47:49 - INFO - Epoch: 169,	 Iter: 400,	 Loss: 0.32312,	 Val-Acc1: 83.82 (Best: 91.98),	 Val-Acc5: 97.38
2021-01-24 16:48:07 - INFO - Epoch: 169,	 Iter: 500,	 Loss: 0.35344,	 Val-Acc1: 84.04 (Best: 91.98),	 Val-Acc5: 97.38
2021-01-24 16:48:26 - INFO - Epoch: 169,	 Iter: 600,	 Loss: 0.31205,	 Val-Acc1: 83.18 (Best: 91.98),	 Val-Acc5: 97.64
2021-01-24 16:48:45 - INFO - Epoch: 169,	 Iter: 700,	 Loss: 0.42634,	 Val-Acc1: 83.78 (Best: 91.98),	 Val-Acc5: 97.64
2021-01-24 16:49:03 - INFO - Epoch: 169,	 Iter: 800,	 Loss: 0.33483,	 Val-Acc1: 84.36 (Best: 91.98),	 Val-Acc5: 96.96
2021-01-24 16:49:26 - INFO - Epoch: 170,	 Iter: 0,	 Loss: 0.32339,	 Val-Acc1: 83.36 (Best: 91.98),	 Val-Acc5: 96.52
2021-01-24 16:49:44 - INFO - Epoch: 170,	 Iter: 100,	 Loss: 0.33218,	 Val-Acc1: 83.14 (Best: 91.98),	 Val-Acc5: 97.18
2021-01-24 16:50:03 - INFO - Epoch: 170,	 Iter: 200,	 Loss: 0.29842,	 Val-Acc1: 82.96 (Best: 91.98),	 Val-Acc5: 98.10
2021-01-24 16:50:22 - INFO - Epoch: 170,	 Iter: 300,	 Loss: 0.40850,	 Val-Acc1: 81.36 (Best: 91.98),	 Val-Acc5: 97.76
2021-01-24 16:50:40 - INFO - Epoch: 170,	 Iter: 400,	 Loss: 0.38585,	 Val-Acc1: 82.10 (Best: 91.98),	 Val-Acc5: 97.24
2021-01-24 16:50:59 - INFO - Epoch: 170,	 Iter: 500,	 Loss: 0.37299,	 Val-Acc1: 80.22 (Best: 91.98),	 Val-Acc5: 97.16
2021-01-24 16:51:18 - INFO - Epoch: 170,	 Iter: 600,	 Loss: 0.31985,	 Val-Acc1: 79.96 (Best: 91.98),	 Val-Acc5: 95.70
2021-01-24 16:51:37 - INFO - Epoch: 170,	 Iter: 700,	 Loss: 0.35268,	 Val-Acc1: 81.88 (Best: 91.98),	 Val-Acc5: 97.04
2021-01-24 16:51:55 - INFO - Epoch: 170,	 Iter: 800,	 Loss: 0.36511,	 Val-Acc1: 81.58 (Best: 91.98),	 Val-Acc5: 96.82
2021-01-24 16:52:18 - INFO - Epoch: 171,	 Iter: 0,	 Loss: 0.34828,	 Val-Acc1: 80.24 (Best: 91.98),	 Val-Acc5: 97.08
2021-01-24 16:52:37 - INFO - Epoch: 171,	 Iter: 100,	 Loss: 0.36909,	 Val-Acc1: 81.10 (Best: 91.98),	 Val-Acc5: 97.14
2021-01-24 16:52:55 - INFO - Epoch: 171,	 Iter: 200,	 Loss: 0.33474,	 Val-Acc1: 80.76 (Best: 91.98),	 Val-Acc5: 97.48
2021-01-24 16:53:14 - INFO - Epoch: 171,	 Iter: 300,	 Loss: 0.39045,	 Val-Acc1: 79.80 (Best: 91.98),	 Val-Acc5: 97.32
2021-01-24 16:53:32 - INFO - Epoch: 171,	 Iter: 400,	 Loss: 0.35521,	 Val-Acc1: 80.92 (Best: 91.98),	 Val-Acc5: 97.12
2021-01-24 16:53:51 - INFO - Epoch: 171,	 Iter: 500,	 Loss: 0.40122,	 Val-Acc1: 79.84 (Best: 91.98),	 Val-Acc5: 97.10
2021-01-24 16:54:10 - INFO - Epoch: 171,	 Iter: 600,	 Loss: 0.30919,	 Val-Acc1: 78.06 (Best: 91.98),	 Val-Acc5: 96.60
2021-01-24 16:54:28 - INFO - Epoch: 171,	 Iter: 700,	 Loss: 0.34917,	 Val-Acc1: 73.96 (Best: 91.98),	 Val-Acc5: 96.32
2021-01-24 16:54:47 - INFO - Epoch: 171,	 Iter: 800,	 Loss: 0.33743,	 Val-Acc1: 75.70 (Best: 91.98),	 Val-Acc5: 95.86
2021-01-24 16:55:10 - INFO - Epoch: 172,	 Iter: 0,	 Loss: 0.42806,	 Val-Acc1: 73.88 (Best: 91.98),	 Val-Acc5: 95.12
2021-01-24 16:55:28 - INFO - Epoch: 172,	 Iter: 100,	 Loss: 0.34413,	 Val-Acc1: 74.40 (Best: 91.98),	 Val-Acc5: 94.96
2021-01-24 16:55:47 - INFO - Epoch: 172,	 Iter: 200,	 Loss: 0.42444,	 Val-Acc1: 71.94 (Best: 91.98),	 Val-Acc5: 96.22
2021-01-24 16:56:06 - INFO - Epoch: 172,	 Iter: 300,	 Loss: 0.39587,	 Val-Acc1: 70.56 (Best: 91.98),	 Val-Acc5: 96.36
2021-01-24 16:56:24 - INFO - Epoch: 172,	 Iter: 400,	 Loss: 0.34481,	 Val-Acc1: 75.34 (Best: 91.98),	 Val-Acc5: 97.26
2021-01-24 16:56:43 - INFO - Epoch: 172,	 Iter: 500,	 Loss: 0.38476,	 Val-Acc1: 69.26 (Best: 91.98),	 Val-Acc5: 95.40
2021-01-24 16:57:01 - INFO - Epoch: 172,	 Iter: 600,	 Loss: 0.33106,	 Val-Acc1: 69.12 (Best: 91.98),	 Val-Acc5: 95.56
2021-01-24 16:57:20 - INFO - Epoch: 172,	 Iter: 700,	 Loss: 0.31270,	 Val-Acc1: 69.00 (Best: 91.98),	 Val-Acc5: 96.58
2021-01-24 16:57:39 - INFO - Epoch: 172,	 Iter: 800,	 Loss: 0.35458,	 Val-Acc1: 70.18 (Best: 91.98),	 Val-Acc5: 96.02
2021-01-24 16:58:01 - INFO - Epoch: 173,	 Iter: 0,	 Loss: 0.32073,	 Val-Acc1: 70.54 (Best: 91.98),	 Val-Acc5: 94.64
2021-01-24 16:58:20 - INFO - Epoch: 173,	 Iter: 100,	 Loss: 0.33668,	 Val-Acc1: 70.38 (Best: 91.98),	 Val-Acc5: 94.84
2021-01-24 16:58:38 - INFO - Epoch: 173,	 Iter: 200,	 Loss: 0.31754,	 Val-Acc1: 71.56 (Best: 91.98),	 Val-Acc5: 95.06
2021-01-24 16:58:57 - INFO - Epoch: 173,	 Iter: 300,	 Loss: 0.38133,	 Val-Acc1: 72.74 (Best: 91.98),	 Val-Acc5: 94.36
2021-01-24 16:59:16 - INFO - Epoch: 173,	 Iter: 400,	 Loss: 0.39175,	 Val-Acc1: 71.22 (Best: 91.98),	 Val-Acc5: 95.40
2021-01-24 16:59:34 - INFO - Epoch: 173,	 Iter: 500,	 Loss: 0.35771,	 Val-Acc1: 72.78 (Best: 91.98),	 Val-Acc5: 95.42
2021-01-24 16:59:53 - INFO - Epoch: 173,	 Iter: 600,	 Loss: 0.32497,	 Val-Acc1: 72.42 (Best: 91.98),	 Val-Acc5: 95.48
2021-01-24 17:00:12 - INFO - Epoch: 173,	 Iter: 700,	 Loss: 0.42160,	 Val-Acc1: 75.20 (Best: 91.98),	 Val-Acc5: 95.54
2021-01-24 17:00:30 - INFO - Epoch: 173,	 Iter: 800,	 Loss: 0.33875,	 Val-Acc1: 74.62 (Best: 91.98),	 Val-Acc5: 94.90
2021-01-24 17:00:53 - INFO - Epoch: 174,	 Iter: 0,	 Loss: 0.30335,	 Val-Acc1: 69.48 (Best: 91.98),	 Val-Acc5: 93.72
2021-01-24 17:01:12 - INFO - Epoch: 174,	 Iter: 100,	 Loss: 0.41896,	 Val-Acc1: 78.64 (Best: 91.98),	 Val-Acc5: 95.36
2021-01-24 17:01:31 - INFO - Epoch: 174,	 Iter: 200,	 Loss: 0.33365,	 Val-Acc1: 73.86 (Best: 91.98),	 Val-Acc5: 95.10
2021-01-24 17:01:49 - INFO - Epoch: 174,	 Iter: 300,	 Loss: 0.34746,	 Val-Acc1: 73.66 (Best: 91.98),	 Val-Acc5: 94.48
2021-01-24 17:02:08 - INFO - Epoch: 174,	 Iter: 400,	 Loss: 0.32558,	 Val-Acc1: 73.02 (Best: 91.98),	 Val-Acc5: 94.84
2021-01-24 17:02:26 - INFO - Epoch: 174,	 Iter: 500,	 Loss: 0.39560,	 Val-Acc1: 74.06 (Best: 91.98),	 Val-Acc5: 94.42
2021-01-24 17:02:45 - INFO - Epoch: 174,	 Iter: 600,	 Loss: 0.35583,	 Val-Acc1: 73.58 (Best: 91.98),	 Val-Acc5: 94.84
2021-01-24 17:03:03 - INFO - Epoch: 174,	 Iter: 700,	 Loss: 0.33192,	 Val-Acc1: 71.00 (Best: 91.98),	 Val-Acc5: 94.10
2021-01-24 17:03:22 - INFO - Epoch: 174,	 Iter: 800,	 Loss: 0.39639,	 Val-Acc1: 68.96 (Best: 91.98),	 Val-Acc5: 95.54
2021-01-24 17:03:45 - INFO - Epoch: 175,	 Iter: 0,	 Loss: 0.44194,	 Val-Acc1: 62.82 (Best: 91.98),	 Val-Acc5: 95.40
2021-01-24 17:04:03 - INFO - Epoch: 175,	 Iter: 100,	 Loss: 0.34110,	 Val-Acc1: 62.12 (Best: 91.98),	 Val-Acc5: 92.38
2021-01-24 17:04:22 - INFO - Epoch: 175,	 Iter: 200,	 Loss: 0.33678,	 Val-Acc1: 65.26 (Best: 91.98),	 Val-Acc5: 92.70
2021-01-24 17:04:40 - INFO - Epoch: 175,	 Iter: 300,	 Loss: 0.37482,	 Val-Acc1: 61.98 (Best: 91.98),	 Val-Acc5: 93.66
2021-01-24 17:04:59 - INFO - Epoch: 175,	 Iter: 400,	 Loss: 0.32756,	 Val-Acc1: 58.22 (Best: 91.98),	 Val-Acc5: 91.64
2021-01-24 17:05:17 - INFO - Epoch: 175,	 Iter: 500,	 Loss: 0.36566,	 Val-Acc1: 57.48 (Best: 91.98),	 Val-Acc5: 92.80
2021-01-24 17:05:36 - INFO - Epoch: 175,	 Iter: 600,	 Loss: 0.39855,	 Val-Acc1: 59.42 (Best: 91.98),	 Val-Acc5: 91.06
2021-01-24 17:05:54 - INFO - Epoch: 175,	 Iter: 700,	 Loss: 0.30158,	 Val-Acc1: 52.82 (Best: 91.98),	 Val-Acc5: 90.26
2021-01-24 17:06:13 - INFO - Epoch: 175,	 Iter: 800,	 Loss: 0.30401,	 Val-Acc1: 61.94 (Best: 91.98),	 Val-Acc5: 88.56
2021-01-24 17:06:36 - INFO - Epoch: 176,	 Iter: 0,	 Loss: 0.34149,	 Val-Acc1: 54.06 (Best: 91.98),	 Val-Acc5: 88.20
2021-01-24 17:06:55 - INFO - Epoch: 176,	 Iter: 100,	 Loss: 0.32820,	 Val-Acc1: 51.76 (Best: 91.98),	 Val-Acc5: 86.22
2021-01-24 17:07:14 - INFO - Epoch: 176,	 Iter: 200,	 Loss: 0.34371,	 Val-Acc1: 48.70 (Best: 91.98),	 Val-Acc5: 86.78
2021-01-24 17:07:33 - INFO - Epoch: 176,	 Iter: 300,	 Loss: 0.32555,	 Val-Acc1: 49.60 (Best: 91.98),	 Val-Acc5: 87.98
2021-01-24 17:07:52 - INFO - Epoch: 176,	 Iter: 400,	 Loss: 0.38330,	 Val-Acc1: 52.36 (Best: 91.98),	 Val-Acc5: 88.52
2021-01-24 17:08:11 - INFO - Epoch: 176,	 Iter: 500,	 Loss: 0.31142,	 Val-Acc1: 49.52 (Best: 91.98),	 Val-Acc5: 82.38
2021-01-24 17:08:30 - INFO - Epoch: 176,	 Iter: 600,	 Loss: 0.37678,	 Val-Acc1: 45.92 (Best: 91.98),	 Val-Acc5: 77.98
2021-01-24 17:08:50 - INFO - Epoch: 176,	 Iter: 700,	 Loss: 0.34230,	 Val-Acc1: 42.64 (Best: 91.98),	 Val-Acc5: 76.68
2021-01-24 17:09:09 - INFO - Epoch: 176,	 Iter: 800,	 Loss: 0.34616,	 Val-Acc1: 42.80 (Best: 91.98),	 Val-Acc5: 81.26
2021-01-24 17:09:31 - INFO - Epoch: 177,	 Iter: 0,	 Loss: 0.44846,	 Val-Acc1: 40.68 (Best: 91.98),	 Val-Acc5: 78.64
2021-01-24 17:09:50 - INFO - Epoch: 177,	 Iter: 100,	 Loss: 0.37908,	 Val-Acc1: 37.18 (Best: 91.98),	 Val-Acc5: 77.02
2021-01-24 17:10:08 - INFO - Epoch: 177,	 Iter: 200,	 Loss: 0.34601,	 Val-Acc1: 42.34 (Best: 91.98),	 Val-Acc5: 81.66
2021-01-24 17:10:27 - INFO - Epoch: 177,	 Iter: 300,	 Loss: 0.32634,	 Val-Acc1: 42.04 (Best: 91.98),	 Val-Acc5: 82.42
2021-01-24 17:10:45 - INFO - Epoch: 177,	 Iter: 400,	 Loss: 0.36584,	 Val-Acc1: 33.50 (Best: 91.98),	 Val-Acc5: 83.70
2021-01-24 17:11:04 - INFO - Epoch: 177,	 Iter: 500,	 Loss: 0.32957,	 Val-Acc1: 39.74 (Best: 91.98),	 Val-Acc5: 85.90
2021-01-24 17:11:23 - INFO - Epoch: 177,	 Iter: 600,	 Loss: 0.34814,	 Val-Acc1: 43.22 (Best: 91.98),	 Val-Acc5: 84.20
2021-01-24 17:11:42 - INFO - Epoch: 177,	 Iter: 700,	 Loss: 0.35730,	 Val-Acc1: 36.08 (Best: 91.98),	 Val-Acc5: 85.24
2021-01-24 17:12:00 - INFO - Epoch: 177,	 Iter: 800,	 Loss: 0.38471,	 Val-Acc1: 37.12 (Best: 91.98),	 Val-Acc5: 80.38
2021-01-24 17:12:24 - INFO - Epoch: 178,	 Iter: 0,	 Loss: 0.36966,	 Val-Acc1: 39.52 (Best: 91.98),	 Val-Acc5: 79.58
2021-01-24 17:12:42 - INFO - Epoch: 178,	 Iter: 100,	 Loss: 0.43393,	 Val-Acc1: 34.24 (Best: 91.98),	 Val-Acc5: 79.96
2021-01-24 17:13:00 - INFO - Epoch: 178,	 Iter: 200,	 Loss: 0.31472,	 Val-Acc1: 30.60 (Best: 91.98),	 Val-Acc5: 78.20
2021-01-24 17:13:19 - INFO - Epoch: 178,	 Iter: 300,	 Loss: 0.32218,	 Val-Acc1: 34.50 (Best: 91.98),	 Val-Acc5: 77.22
2021-01-24 17:13:37 - INFO - Epoch: 178,	 Iter: 400,	 Loss: 0.35580,	 Val-Acc1: 35.46 (Best: 91.98),	 Val-Acc5: 77.86
2021-01-24 17:13:56 - INFO - Epoch: 178,	 Iter: 500,	 Loss: 0.35656,	 Val-Acc1: 36.78 (Best: 91.98),	 Val-Acc5: 80.38
2021-01-24 17:14:14 - INFO - Epoch: 178,	 Iter: 600,	 Loss: 0.31777,	 Val-Acc1: 28.78 (Best: 91.98),	 Val-Acc5: 79.02
2021-01-24 17:14:33 - INFO - Epoch: 178,	 Iter: 700,	 Loss: 0.33169,	 Val-Acc1: 18.76 (Best: 91.98),	 Val-Acc5: 75.10
2021-01-24 17:14:52 - INFO - Epoch: 178,	 Iter: 800,	 Loss: 0.42072,	 Val-Acc1: 18.10 (Best: 91.98),	 Val-Acc5: 80.10
2021-01-24 17:15:15 - INFO - Epoch: 179,	 Iter: 0,	 Loss: 0.34873,	 Val-Acc1: 16.84 (Best: 91.98),	 Val-Acc5: 75.88
2021-01-24 17:15:34 - INFO - Epoch: 179,	 Iter: 100,	 Loss: 0.31852,	 Val-Acc1: 17.40 (Best: 91.98),	 Val-Acc5: 70.56
2021-01-24 17:15:52 - INFO - Epoch: 179,	 Iter: 200,	 Loss: 0.35752,	 Val-Acc1: 15.24 (Best: 91.98),	 Val-Acc5: 70.74
2021-01-24 17:16:11 - INFO - Epoch: 179,	 Iter: 300,	 Loss: 0.39673,	 Val-Acc1: 17.72 (Best: 91.98),	 Val-Acc5: 68.76
2021-01-24 17:16:29 - INFO - Epoch: 179,	 Iter: 400,	 Loss: 0.32135,	 Val-Acc1: 13.66 (Best: 91.98),	 Val-Acc5: 72.16
2021-01-24 17:16:48 - INFO - Epoch: 179,	 Iter: 500,	 Loss: 0.36991,	 Val-Acc1: 12.46 (Best: 91.98),	 Val-Acc5: 70.30
2021-01-24 17:17:07 - INFO - Epoch: 179,	 Iter: 600,	 Loss: 0.38011,	 Val-Acc1: 17.42 (Best: 91.98),	 Val-Acc5: 69.64
2021-01-24 17:17:25 - INFO - Epoch: 179,	 Iter: 700,	 Loss: 0.37689,	 Val-Acc1: 20.34 (Best: 91.98),	 Val-Acc5: 70.08
2021-01-24 17:17:45 - INFO - Epoch: 179,	 Iter: 800,	 Loss: 0.33966,	 Val-Acc1: 21.72 (Best: 91.98),	 Val-Acc5: 69.50
2021-01-24 17:18:08 - INFO - Epoch: 180,	 Iter: 0,	 Loss: 0.35852,	 Val-Acc1: 21.12 (Best: 91.98),	 Val-Acc5: 66.64
2021-01-24 17:18:26 - INFO - Epoch: 180,	 Iter: 100,	 Loss: 0.34371,	 Val-Acc1: 26.48 (Best: 91.98),	 Val-Acc5: 69.22
2021-01-24 17:18:45 - INFO - Epoch: 180,	 Iter: 200,	 Loss: 0.32896,	 Val-Acc1: 29.98 (Best: 91.98),	 Val-Acc5: 68.86
2021-01-24 17:19:03 - INFO - Epoch: 180,	 Iter: 300,	 Loss: 0.35641,	 Val-Acc1: 26.30 (Best: 91.98),	 Val-Acc5: 68.60
2021-01-24 17:19:22 - INFO - Epoch: 180,	 Iter: 400,	 Loss: 0.46130,	 Val-Acc1: 23.98 (Best: 91.98),	 Val-Acc5: 69.22
2021-01-24 17:19:40 - INFO - Epoch: 180,	 Iter: 500,	 Loss: 0.36529,	 Val-Acc1: 26.46 (Best: 91.98),	 Val-Acc5: 71.36
2021-01-24 17:19:59 - INFO - Epoch: 180,	 Iter: 600,	 Loss: 0.48266,	 Val-Acc1: 32.20 (Best: 91.98),	 Val-Acc5: 71.74
2021-01-24 17:20:17 - INFO - Epoch: 180,	 Iter: 700,	 Loss: 0.33928,	 Val-Acc1: 40.48 (Best: 91.98),	 Val-Acc5: 72.66
2021-01-24 17:20:36 - INFO - Epoch: 180,	 Iter: 800,	 Loss: 0.33274,	 Val-Acc1: 31.32 (Best: 91.98),	 Val-Acc5: 70.78
2021-01-24 17:20:59 - INFO - Epoch: 181,	 Iter: 0,	 Loss: 0.30775,	 Val-Acc1: 45.52 (Best: 91.98),	 Val-Acc5: 70.82
2021-01-24 17:21:17 - INFO - Epoch: 181,	 Iter: 100,	 Loss: 0.38696,	 Val-Acc1: 43.36 (Best: 91.98),	 Val-Acc5: 73.20
2021-01-24 17:21:36 - INFO - Epoch: 181,	 Iter: 200,	 Loss: 0.42122,	 Val-Acc1: 41.40 (Best: 91.98),	 Val-Acc5: 69.38
2021-01-24 17:21:54 - INFO - Epoch: 181,	 Iter: 300,	 Loss: 0.30017,	 Val-Acc1: 41.22 (Best: 91.98),	 Val-Acc5: 72.64
2021-01-24 17:22:13 - INFO - Epoch: 181,	 Iter: 400,	 Loss: 0.37735,	 Val-Acc1: 38.78 (Best: 91.98),	 Val-Acc5: 70.90
2021-01-24 17:22:32 - INFO - Epoch: 181,	 Iter: 500,	 Loss: 0.34237,	 Val-Acc1: 34.14 (Best: 91.98),	 Val-Acc5: 72.24
2021-01-24 17:22:51 - INFO - Epoch: 181,	 Iter: 600,	 Loss: 0.39137,	 Val-Acc1: 38.88 (Best: 91.98),	 Val-Acc5: 73.70
2021-01-24 17:23:09 - INFO - Epoch: 181,	 Iter: 700,	 Loss: 0.33517,	 Val-Acc1: 40.74 (Best: 91.98),	 Val-Acc5: 75.52
2021-01-24 17:23:28 - INFO - Epoch: 181,	 Iter: 800,	 Loss: 0.36418,	 Val-Acc1: 34.26 (Best: 91.98),	 Val-Acc5: 72.58
2021-01-24 17:23:51 - INFO - Epoch: 182,	 Iter: 0,	 Loss: 0.36540,	 Val-Acc1: 36.42 (Best: 91.98),	 Val-Acc5: 74.20
2021-01-24 17:24:09 - INFO - Epoch: 182,	 Iter: 100,	 Loss: 0.34506,	 Val-Acc1: 29.68 (Best: 91.98),	 Val-Acc5: 71.10
2021-01-24 17:24:28 - INFO - Epoch: 182,	 Iter: 200,	 Loss: 0.38298,	 Val-Acc1: 26.14 (Best: 91.98),	 Val-Acc5: 74.56
2021-01-24 17:24:46 - INFO - Epoch: 182,	 Iter: 300,	 Loss: 0.40442,	 Val-Acc1: 21.72 (Best: 91.98),	 Val-Acc5: 72.22
2021-01-24 17:25:05 - INFO - Epoch: 182,	 Iter: 400,	 Loss: 0.39394,	 Val-Acc1: 24.98 (Best: 91.98),	 Val-Acc5: 75.18
2021-01-24 17:25:23 - INFO - Epoch: 182,	 Iter: 500,	 Loss: 0.33791,	 Val-Acc1: 24.00 (Best: 91.98),	 Val-Acc5: 73.96
2021-01-24 17:25:42 - INFO - Epoch: 182,	 Iter: 600,	 Loss: 0.36719,	 Val-Acc1: 16.24 (Best: 91.98),	 Val-Acc5: 70.62
2021-01-24 17:26:00 - INFO - Epoch: 182,	 Iter: 700,	 Loss: 0.41758,	 Val-Acc1: 15.02 (Best: 91.98),	 Val-Acc5: 71.66
2021-01-24 17:26:19 - INFO - Epoch: 182,	 Iter: 800,	 Loss: 0.30735,	 Val-Acc1: 18.50 (Best: 91.98),	 Val-Acc5: 75.74
2021-01-24 17:26:42 - INFO - Epoch: 183,	 Iter: 0,	 Loss: 0.38502,	 Val-Acc1: 24.02 (Best: 91.98),	 Val-Acc5: 75.16
2021-01-24 17:27:01 - INFO - Epoch: 183,	 Iter: 100,	 Loss: 0.40377,	 Val-Acc1: 21.94 (Best: 91.98),	 Val-Acc5: 74.54
2021-01-24 17:27:19 - INFO - Epoch: 183,	 Iter: 200,	 Loss: 0.36926,	 Val-Acc1: 18.10 (Best: 91.98),	 Val-Acc5: 71.98
2021-01-24 17:27:38 - INFO - Epoch: 183,	 Iter: 300,	 Loss: 0.38701,	 Val-Acc1: 17.22 (Best: 91.98),	 Val-Acc5: 75.00
2021-01-24 17:27:56 - INFO - Epoch: 183,	 Iter: 400,	 Loss: 0.34565,	 Val-Acc1: 15.66 (Best: 91.98),	 Val-Acc5: 74.12
2021-01-24 17:28:15 - INFO - Epoch: 183,	 Iter: 500,	 Loss: 0.37040,	 Val-Acc1: 15.92 (Best: 91.98),	 Val-Acc5: 74.48
2021-01-24 17:28:34 - INFO - Epoch: 183,	 Iter: 600,	 Loss: 0.32461,	 Val-Acc1: 14.60 (Best: 91.98),	 Val-Acc5: 74.58
2021-01-24 17:28:53 - INFO - Epoch: 183,	 Iter: 700,	 Loss: 0.37604,	 Val-Acc1: 14.92 (Best: 91.98),	 Val-Acc5: 71.24
2021-01-24 17:29:11 - INFO - Epoch: 183,	 Iter: 800,	 Loss: 0.36159,	 Val-Acc1: 14.44 (Best: 91.98),	 Val-Acc5: 70.44
2021-01-24 17:29:34 - INFO - Epoch: 184,	 Iter: 0,	 Loss: 0.35767,	 Val-Acc1: 13.86 (Best: 91.98),	 Val-Acc5: 70.14
2021-01-24 17:29:53 - INFO - Epoch: 184,	 Iter: 100,	 Loss: 0.34555,	 Val-Acc1: 13.80 (Best: 91.98),	 Val-Acc5: 70.06
2021-01-24 17:30:11 - INFO - Epoch: 184,	 Iter: 200,	 Loss: 0.41190,	 Val-Acc1: 16.36 (Best: 91.98),	 Val-Acc5: 67.86
2021-01-24 17:30:30 - INFO - Epoch: 184,	 Iter: 300,	 Loss: 0.31355,	 Val-Acc1: 15.40 (Best: 91.98),	 Val-Acc5: 70.88
2021-01-24 17:30:48 - INFO - Epoch: 184,	 Iter: 400,	 Loss: 0.29478,	 Val-Acc1: 12.60 (Best: 91.98),	 Val-Acc5: 66.08
2021-01-24 17:31:07 - INFO - Epoch: 184,	 Iter: 500,	 Loss: 0.42328,	 Val-Acc1: 14.90 (Best: 91.98),	 Val-Acc5: 68.30
2021-01-24 17:31:25 - INFO - Epoch: 184,	 Iter: 600,	 Loss: 0.43127,	 Val-Acc1: 14.62 (Best: 91.98),	 Val-Acc5: 65.74
2021-01-24 17:31:44 - INFO - Epoch: 184,	 Iter: 700,	 Loss: 0.36963,	 Val-Acc1: 14.56 (Best: 91.98),	 Val-Acc5: 67.62
2021-01-24 17:32:03 - INFO - Epoch: 184,	 Iter: 800,	 Loss: 0.38957,	 Val-Acc1: 13.76 (Best: 91.98),	 Val-Acc5: 65.60
2021-01-24 17:32:26 - INFO - Epoch: 185,	 Iter: 0,	 Loss: 0.34464,	 Val-Acc1: 18.40 (Best: 91.98),	 Val-Acc5: 66.00
2021-01-24 17:32:45 - INFO - Epoch: 185,	 Iter: 100,	 Loss: 0.38149,	 Val-Acc1: 22.70 (Best: 91.98),	 Val-Acc5: 68.32
2021-01-24 17:33:03 - INFO - Epoch: 185,	 Iter: 200,	 Loss: 0.39189,	 Val-Acc1: 19.32 (Best: 91.98),	 Val-Acc5: 69.18
2021-01-24 17:33:22 - INFO - Epoch: 185,	 Iter: 300,	 Loss: 0.35746,	 Val-Acc1: 24.32 (Best: 91.98),	 Val-Acc5: 66.86
2021-01-24 17:33:41 - INFO - Epoch: 185,	 Iter: 400,	 Loss: 0.34035,	 Val-Acc1: 19.68 (Best: 91.98),	 Val-Acc5: 69.70
2021-01-24 17:33:59 - INFO - Epoch: 185,	 Iter: 500,	 Loss: 0.41214,	 Val-Acc1: 23.94 (Best: 91.98),	 Val-Acc5: 63.84
2021-01-24 17:34:18 - INFO - Epoch: 185,	 Iter: 600,	 Loss: 0.34085,	 Val-Acc1: 21.18 (Best: 91.98),	 Val-Acc5: 61.86
2021-01-24 17:34:36 - INFO - Epoch: 185,	 Iter: 700,	 Loss: 0.33043,	 Val-Acc1: 18.46 (Best: 91.98),	 Val-Acc5: 62.54
2021-01-24 17:34:55 - INFO - Epoch: 185,	 Iter: 800,	 Loss: 0.33047,	 Val-Acc1: 18.28 (Best: 91.98),	 Val-Acc5: 65.04
2021-01-24 17:35:18 - INFO - Epoch: 186,	 Iter: 0,	 Loss: 0.35087,	 Val-Acc1: 15.06 (Best: 91.98),	 Val-Acc5: 65.90
2021-01-24 17:35:37 - INFO - Epoch: 186,	 Iter: 100,	 Loss: 0.33537,	 Val-Acc1: 15.66 (Best: 91.98),	 Val-Acc5: 66.38
2021-01-24 17:35:55 - INFO - Epoch: 186,	 Iter: 200,	 Loss: 0.40066,	 Val-Acc1: 16.78 (Best: 91.98),	 Val-Acc5: 65.82
2021-01-24 17:36:14 - INFO - Epoch: 186,	 Iter: 300,	 Loss: 0.32710,	 Val-Acc1: 14.02 (Best: 91.98),	 Val-Acc5: 63.06
2021-01-24 17:36:32 - INFO - Epoch: 186,	 Iter: 400,	 Loss: 0.33336,	 Val-Acc1: 18.86 (Best: 91.98),	 Val-Acc5: 64.12
2021-01-24 17:36:51 - INFO - Epoch: 186,	 Iter: 500,	 Loss: 0.40409,	 Val-Acc1: 19.26 (Best: 91.98),	 Val-Acc5: 65.34
2021-01-24 17:37:09 - INFO - Epoch: 186,	 Iter: 600,	 Loss: 0.30369,	 Val-Acc1: 19.72 (Best: 91.98),	 Val-Acc5: 62.28
2021-01-24 17:37:27 - INFO - Epoch: 186,	 Iter: 700,	 Loss: 0.41839,	 Val-Acc1: 20.76 (Best: 91.98),	 Val-Acc5: 62.58
2021-01-24 17:37:46 - INFO - Epoch: 186,	 Iter: 800,	 Loss: 0.37596,	 Val-Acc1: 19.34 (Best: 91.98),	 Val-Acc5: 63.54
2021-01-24 17:38:08 - INFO - Epoch: 187,	 Iter: 0,	 Loss: 0.39014,	 Val-Acc1: 23.16 (Best: 91.98),	 Val-Acc5: 65.58
2021-01-24 17:38:26 - INFO - Epoch: 187,	 Iter: 100,	 Loss: 0.33135,	 Val-Acc1: 28.06 (Best: 91.98),	 Val-Acc5: 65.38
2021-01-24 17:38:45 - INFO - Epoch: 187,	 Iter: 200,	 Loss: 0.31922,	 Val-Acc1: 29.86 (Best: 91.98),	 Val-Acc5: 66.84
2021-01-24 17:39:04 - INFO - Epoch: 187,	 Iter: 300,	 Loss: 0.37756,	 Val-Acc1: 26.30 (Best: 91.98),	 Val-Acc5: 65.90
2021-01-24 17:39:22 - INFO - Epoch: 187,	 Iter: 400,	 Loss: 0.35081,	 Val-Acc1: 33.50 (Best: 91.98),	 Val-Acc5: 67.64
2021-01-24 17:39:41 - INFO - Epoch: 187,	 Iter: 500,	 Loss: 0.43251,	 Val-Acc1: 24.86 (Best: 91.98),	 Val-Acc5: 67.64
2021-01-24 17:39:59 - INFO - Epoch: 187,	 Iter: 600,	 Loss: 0.38410,	 Val-Acc1: 19.82 (Best: 91.98),	 Val-Acc5: 67.92
2021-01-24 17:40:17 - INFO - Epoch: 187,	 Iter: 700,	 Loss: 0.44796,	 Val-Acc1: 15.40 (Best: 91.98),	 Val-Acc5: 62.80
2021-01-24 17:40:36 - INFO - Epoch: 187,	 Iter: 800,	 Loss: 0.44607,	 Val-Acc1: 17.38 (Best: 91.98),	 Val-Acc5: 65.42
2021-01-24 17:40:59 - INFO - Epoch: 188,	 Iter: 0,	 Loss: 0.35665,	 Val-Acc1: 18.94 (Best: 91.98),	 Val-Acc5: 63.36
2021-01-24 17:41:17 - INFO - Epoch: 188,	 Iter: 100,	 Loss: 0.40856,	 Val-Acc1: 18.90 (Best: 91.98),	 Val-Acc5: 64.06
2021-01-24 17:41:36 - INFO - Epoch: 188,	 Iter: 200,	 Loss: 0.32991,	 Val-Acc1: 21.44 (Best: 91.98),	 Val-Acc5: 65.22
2021-01-24 17:41:55 - INFO - Epoch: 188,	 Iter: 300,	 Loss: 0.35838,	 Val-Acc1: 22.64 (Best: 91.98),	 Val-Acc5: 65.18
2021-01-24 17:42:14 - INFO - Epoch: 188,	 Iter: 400,	 Loss: 0.30126,	 Val-Acc1: 21.92 (Best: 91.98),	 Val-Acc5: 65.52
2021-01-24 17:42:33 - INFO - Epoch: 188,	 Iter: 500,	 Loss: 0.30783,	 Val-Acc1: 23.34 (Best: 91.98),	 Val-Acc5: 64.46
2021-01-24 17:42:51 - INFO - Epoch: 188,	 Iter: 600,	 Loss: 0.33349,	 Val-Acc1: 24.40 (Best: 91.98),	 Val-Acc5: 63.86
2021-01-24 17:43:11 - INFO - Epoch: 188,	 Iter: 700,	 Loss: 0.32559,	 Val-Acc1: 24.24 (Best: 91.98),	 Val-Acc5: 62.98
2021-01-24 17:43:29 - INFO - Epoch: 188,	 Iter: 800,	 Loss: 0.47055,	 Val-Acc1: 23.80 (Best: 91.98),	 Val-Acc5: 62.14
2021-01-24 17:43:52 - INFO - Epoch: 189,	 Iter: 0,	 Loss: 0.32692,	 Val-Acc1: 23.18 (Best: 91.98),	 Val-Acc5: 62.64
2021-01-24 17:44:11 - INFO - Epoch: 189,	 Iter: 100,	 Loss: 0.37164,	 Val-Acc1: 21.24 (Best: 91.98),	 Val-Acc5: 63.82
2021-01-24 17:44:30 - INFO - Epoch: 189,	 Iter: 200,	 Loss: 0.35421,	 Val-Acc1: 14.64 (Best: 91.98),	 Val-Acc5: 63.04
2021-01-24 17:44:48 - INFO - Epoch: 189,	 Iter: 300,	 Loss: 0.37468,	 Val-Acc1: 19.08 (Best: 91.98),	 Val-Acc5: 63.26
2021-01-24 17:45:07 - INFO - Epoch: 189,	 Iter: 400,	 Loss: 0.33775,	 Val-Acc1: 18.24 (Best: 91.98),	 Val-Acc5: 59.88
2021-01-24 17:45:26 - INFO - Epoch: 189,	 Iter: 500,	 Loss: 0.38319,	 Val-Acc1: 19.84 (Best: 91.98),	 Val-Acc5: 60.36
2021-01-24 17:45:44 - INFO - Epoch: 189,	 Iter: 600,	 Loss: 0.34581,	 Val-Acc1: 15.80 (Best: 91.98),	 Val-Acc5: 59.32
2021-01-24 17:46:03 - INFO - Epoch: 189,	 Iter: 700,	 Loss: 0.31644,	 Val-Acc1: 17.58 (Best: 91.98),	 Val-Acc5: 57.38
2021-01-24 17:46:22 - INFO - Epoch: 189,	 Iter: 800,	 Loss: 0.42670,	 Val-Acc1: 15.68 (Best: 91.98),	 Val-Acc5: 54.10
2021-01-24 17:46:45 - INFO - Epoch: 190,	 Iter: 0,	 Loss: 0.31570,	 Val-Acc1: 15.64 (Best: 91.98),	 Val-Acc5: 54.78
2021-01-24 17:47:03 - INFO - Epoch: 190,	 Iter: 100,	 Loss: 0.41983,	 Val-Acc1: 16.44 (Best: 91.98),	 Val-Acc5: 53.06
2021-01-24 17:47:22 - INFO - Epoch: 190,	 Iter: 200,	 Loss: 0.34084,	 Val-Acc1: 18.60 (Best: 91.98),	 Val-Acc5: 53.90
2021-01-24 17:47:41 - INFO - Epoch: 190,	 Iter: 300,	 Loss: 0.40117,	 Val-Acc1: 17.18 (Best: 91.98),	 Val-Acc5: 55.90
2021-01-24 17:47:59 - INFO - Epoch: 190,	 Iter: 400,	 Loss: 0.34543,	 Val-Acc1: 13.46 (Best: 91.98),	 Val-Acc5: 56.42
2021-01-24 17:48:18 - INFO - Epoch: 190,	 Iter: 500,	 Loss: 0.31744,	 Val-Acc1: 21.86 (Best: 91.98),	 Val-Acc5: 57.96
2021-01-24 17:48:37 - INFO - Epoch: 190,	 Iter: 600,	 Loss: 0.30887,	 Val-Acc1: 19.86 (Best: 91.98),	 Val-Acc5: 58.18
2021-01-24 17:48:56 - INFO - Epoch: 190,	 Iter: 700,	 Loss: 0.33482,	 Val-Acc1: 18.76 (Best: 91.98),	 Val-Acc5: 56.12
2021-01-24 17:49:14 - INFO - Epoch: 190,	 Iter: 800,	 Loss: 0.34353,	 Val-Acc1: 21.60 (Best: 91.98),	 Val-Acc5: 59.68
2021-01-24 17:49:37 - INFO - Epoch: 191,	 Iter: 0,	 Loss: 0.34418,	 Val-Acc1: 23.02 (Best: 91.98),	 Val-Acc5: 60.42
2021-01-24 17:49:55 - INFO - Epoch: 191,	 Iter: 100,	 Loss: 0.38781,	 Val-Acc1: 18.48 (Best: 91.98),	 Val-Acc5: 59.70
2021-01-24 17:50:14 - INFO - Epoch: 191,	 Iter: 200,	 Loss: 0.32223,	 Val-Acc1: 18.80 (Best: 91.98),	 Val-Acc5: 59.42
2021-01-24 17:50:33 - INFO - Epoch: 191,	 Iter: 300,	 Loss: 0.35064,	 Val-Acc1: 19.06 (Best: 91.98),	 Val-Acc5: 59.64
2021-01-24 17:50:51 - INFO - Epoch: 191,	 Iter: 400,	 Loss: 0.41757,	 Val-Acc1: 19.42 (Best: 91.98),	 Val-Acc5: 60.52
2021-01-24 17:51:10 - INFO - Epoch: 191,	 Iter: 500,	 Loss: 0.33653,	 Val-Acc1: 19.80 (Best: 91.98),	 Val-Acc5: 61.94
2021-01-24 17:51:29 - INFO - Epoch: 191,	 Iter: 600,	 Loss: 0.40837,	 Val-Acc1: 17.82 (Best: 91.98),	 Val-Acc5: 59.52
2021-01-24 17:51:47 - INFO - Epoch: 191,	 Iter: 700,	 Loss: 0.36618,	 Val-Acc1: 14.94 (Best: 91.98),	 Val-Acc5: 57.30
2021-01-24 17:52:06 - INFO - Epoch: 191,	 Iter: 800,	 Loss: 0.46810,	 Val-Acc1: 13.76 (Best: 91.98),	 Val-Acc5: 57.60
2021-01-24 17:52:29 - INFO - Epoch: 192,	 Iter: 0,	 Loss: 0.40487,	 Val-Acc1: 14.06 (Best: 91.98),	 Val-Acc5: 56.74
2021-01-24 17:52:47 - INFO - Epoch: 192,	 Iter: 100,	 Loss: 0.41518,	 Val-Acc1: 15.70 (Best: 91.98),	 Val-Acc5: 58.80
2021-01-24 17:53:06 - INFO - Epoch: 192,	 Iter: 200,	 Loss: 0.30866,	 Val-Acc1: 11.80 (Best: 91.98),	 Val-Acc5: 57.06
2021-01-24 17:53:25 - INFO - Epoch: 192,	 Iter: 300,	 Loss: 0.38123,	 Val-Acc1: 17.42 (Best: 91.98),	 Val-Acc5: 60.40
2021-01-24 17:53:43 - INFO - Epoch: 192,	 Iter: 400,	 Loss: 0.38381,	 Val-Acc1: 15.14 (Best: 91.98),	 Val-Acc5: 58.14
2021-01-24 17:54:02 - INFO - Epoch: 192,	 Iter: 500,	 Loss: 0.37827,	 Val-Acc1: 21.48 (Best: 91.98),	 Val-Acc5: 60.22
2021-01-24 17:54:20 - INFO - Epoch: 192,	 Iter: 600,	 Loss: 0.39491,	 Val-Acc1: 28.24 (Best: 91.98),	 Val-Acc5: 62.66
2021-01-24 17:54:39 - INFO - Epoch: 192,	 Iter: 700,	 Loss: 0.36268,	 Val-Acc1: 23.02 (Best: 91.98),	 Val-Acc5: 58.40
2021-01-24 17:54:58 - INFO - Epoch: 192,	 Iter: 800,	 Loss: 0.37872,	 Val-Acc1: 20.40 (Best: 91.98),	 Val-Acc5: 58.96
2021-01-24 17:55:21 - INFO - Epoch: 193,	 Iter: 0,	 Loss: 0.35847,	 Val-Acc1: 21.92 (Best: 91.98),	 Val-Acc5: 56.86
2021-01-24 17:55:39 - INFO - Epoch: 193,	 Iter: 100,	 Loss: 0.35779,	 Val-Acc1: 20.12 (Best: 91.98),	 Val-Acc5: 56.78
2021-01-24 17:55:58 - INFO - Epoch: 193,	 Iter: 200,	 Loss: 0.40240,	 Val-Acc1: 18.26 (Best: 91.98),	 Val-Acc5: 60.84
2021-01-24 17:56:16 - INFO - Epoch: 193,	 Iter: 300,	 Loss: 0.35368,	 Val-Acc1: 15.50 (Best: 91.98),	 Val-Acc5: 60.96
2021-01-24 17:56:35 - INFO - Epoch: 193,	 Iter: 400,	 Loss: 0.34516,	 Val-Acc1: 15.42 (Best: 91.98),	 Val-Acc5: 60.34
2021-01-24 17:56:53 - INFO - Epoch: 193,	 Iter: 500,	 Loss: 0.30746,	 Val-Acc1: 19.04 (Best: 91.98),	 Val-Acc5: 61.26
2021-01-24 17:57:12 - INFO - Epoch: 193,	 Iter: 600,	 Loss: 0.34781,	 Val-Acc1: 17.14 (Best: 91.98),	 Val-Acc5: 60.18
2021-01-24 17:57:30 - INFO - Epoch: 193,	 Iter: 700,	 Loss: 0.32655,	 Val-Acc1: 13.18 (Best: 91.98),	 Val-Acc5: 61.58
2021-01-24 17:57:49 - INFO - Epoch: 193,	 Iter: 800,	 Loss: 0.37269,	 Val-Acc1: 13.34 (Best: 91.98),	 Val-Acc5: 59.62
2021-01-24 17:58:12 - INFO - Epoch: 194,	 Iter: 0,	 Loss: 0.34077,	 Val-Acc1: 14.64 (Best: 91.98),	 Val-Acc5: 62.82
2021-01-24 17:58:30 - INFO - Epoch: 194,	 Iter: 100,	 Loss: 0.37537,	 Val-Acc1: 21.26 (Best: 91.98),	 Val-Acc5: 62.10
2021-01-24 17:58:48 - INFO - Epoch: 194,	 Iter: 200,	 Loss: 0.35023,	 Val-Acc1: 22.56 (Best: 91.98),	 Val-Acc5: 59.68
2021-01-24 17:59:07 - INFO - Epoch: 194,	 Iter: 300,	 Loss: 0.34358,	 Val-Acc1: 21.44 (Best: 91.98),	 Val-Acc5: 60.22
2021-01-24 17:59:26 - INFO - Epoch: 194,	 Iter: 400,	 Loss: 0.38638,	 Val-Acc1: 21.44 (Best: 91.98),	 Val-Acc5: 60.06
2021-01-24 17:59:45 - INFO - Epoch: 194,	 Iter: 500,	 Loss: 0.37320,	 Val-Acc1: 17.68 (Best: 91.98),	 Val-Acc5: 58.52
2021-01-24 18:00:03 - INFO - Epoch: 194,	 Iter: 600,	 Loss: 0.45008,	 Val-Acc1: 19.16 (Best: 91.98),	 Val-Acc5: 57.08
2021-01-24 18:00:21 - INFO - Epoch: 194,	 Iter: 700,	 Loss: 0.34113,	 Val-Acc1: 17.96 (Best: 91.98),	 Val-Acc5: 59.32
2021-01-24 18:00:40 - INFO - Epoch: 194,	 Iter: 800,	 Loss: 0.35531,	 Val-Acc1: 17.14 (Best: 91.98),	 Val-Acc5: 58.00
2021-01-24 18:01:03 - INFO - Epoch: 195,	 Iter: 0,	 Loss: 0.35622,	 Val-Acc1: 19.34 (Best: 91.98),	 Val-Acc5: 55.84
2021-01-24 18:01:21 - INFO - Epoch: 195,	 Iter: 100,	 Loss: 0.34809,	 Val-Acc1: 14.22 (Best: 91.98),	 Val-Acc5: 53.78
2021-01-24 18:01:40 - INFO - Epoch: 195,	 Iter: 200,	 Loss: 0.35153,	 Val-Acc1: 13.64 (Best: 91.98),	 Val-Acc5: 53.90
2021-01-24 18:01:59 - INFO - Epoch: 195,	 Iter: 300,	 Loss: 0.33739,	 Val-Acc1: 15.12 (Best: 91.98),	 Val-Acc5: 55.60
2021-01-24 18:02:17 - INFO - Epoch: 195,	 Iter: 400,	 Loss: 0.31601,	 Val-Acc1: 17.14 (Best: 91.98),	 Val-Acc5: 56.40
2021-01-24 18:02:36 - INFO - Epoch: 195,	 Iter: 500,	 Loss: 0.31419,	 Val-Acc1: 15.58 (Best: 91.98),	 Val-Acc5: 57.14
2021-01-24 18:02:55 - INFO - Epoch: 195,	 Iter: 600,	 Loss: 0.33809,	 Val-Acc1: 15.42 (Best: 91.98),	 Val-Acc5: 56.06
2021-01-24 18:03:14 - INFO - Epoch: 195,	 Iter: 700,	 Loss: 0.37341,	 Val-Acc1: 13.80 (Best: 91.98),	 Val-Acc5: 59.08
2021-01-24 18:03:32 - INFO - Epoch: 195,	 Iter: 800,	 Loss: 0.33388,	 Val-Acc1: 15.52 (Best: 91.98),	 Val-Acc5: 60.36
2021-01-24 18:03:55 - INFO - Epoch: 196,	 Iter: 0,	 Loss: 0.33507,	 Val-Acc1: 16.74 (Best: 91.98),	 Val-Acc5: 60.82
2021-01-24 18:04:14 - INFO - Epoch: 196,	 Iter: 100,	 Loss: 0.32296,	 Val-Acc1: 16.00 (Best: 91.98),	 Val-Acc5: 61.12
2021-01-24 18:04:32 - INFO - Epoch: 196,	 Iter: 200,	 Loss: 0.37007,	 Val-Acc1: 17.46 (Best: 91.98),	 Val-Acc5: 57.60
2021-01-24 18:04:51 - INFO - Epoch: 196,	 Iter: 300,	 Loss: 0.35684,	 Val-Acc1: 16.54 (Best: 91.98),	 Val-Acc5: 59.92
2021-01-24 18:05:10 - INFO - Epoch: 196,	 Iter: 400,	 Loss: 0.33678,	 Val-Acc1: 17.24 (Best: 91.98),	 Val-Acc5: 58.18
2021-01-24 18:05:29 - INFO - Epoch: 196,	 Iter: 500,	 Loss: 0.37919,	 Val-Acc1: 18.56 (Best: 91.98),	 Val-Acc5: 57.46
2021-01-24 18:05:47 - INFO - Epoch: 196,	 Iter: 600,	 Loss: 0.34167,	 Val-Acc1: 18.14 (Best: 91.98),	 Val-Acc5: 60.70
2021-01-24 18:06:07 - INFO - Epoch: 196,	 Iter: 700,	 Loss: 0.37320,	 Val-Acc1: 18.02 (Best: 91.98),	 Val-Acc5: 61.22
2021-01-24 18:06:25 - INFO - Epoch: 196,	 Iter: 800,	 Loss: 0.33354,	 Val-Acc1: 22.34 (Best: 91.98),	 Val-Acc5: 63.28
2021-01-24 18:06:48 - INFO - Epoch: 197,	 Iter: 0,	 Loss: 0.32084,	 Val-Acc1: 17.82 (Best: 91.98),	 Val-Acc5: 62.32
2021-01-24 18:07:07 - INFO - Epoch: 197,	 Iter: 100,	 Loss: 0.32724,	 Val-Acc1: 20.22 (Best: 91.98),	 Val-Acc5: 63.82
2021-01-24 18:07:25 - INFO - Epoch: 197,	 Iter: 200,	 Loss: 0.37392,	 Val-Acc1: 18.20 (Best: 91.98),	 Val-Acc5: 61.60
2021-01-24 18:07:44 - INFO - Epoch: 197,	 Iter: 300,	 Loss: 0.35805,	 Val-Acc1: 17.00 (Best: 91.98),	 Val-Acc5: 58.04
2021-01-24 18:08:03 - INFO - Epoch: 197,	 Iter: 400,	 Loss: 0.35257,	 Val-Acc1: 17.98 (Best: 91.98),	 Val-Acc5: 58.36
2021-01-24 18:08:21 - INFO - Epoch: 197,	 Iter: 500,	 Loss: 0.36552,	 Val-Acc1: 15.92 (Best: 91.98),	 Val-Acc5: 60.24
2021-01-24 18:08:40 - INFO - Epoch: 197,	 Iter: 600,	 Loss: 0.34103,	 Val-Acc1: 16.64 (Best: 91.98),	 Val-Acc5: 55.04
2021-01-24 18:08:59 - INFO - Epoch: 197,	 Iter: 700,	 Loss: 0.38840,	 Val-Acc1: 15.62 (Best: 91.98),	 Val-Acc5: 54.68
2021-01-24 18:09:18 - INFO - Epoch: 197,	 Iter: 800,	 Loss: 0.31611,	 Val-Acc1: 15.44 (Best: 91.98),	 Val-Acc5: 54.54
2021-01-24 18:09:42 - INFO - Epoch: 198,	 Iter: 0,	 Loss: 0.34508,	 Val-Acc1: 17.48 (Best: 91.98),	 Val-Acc5: 58.14
2021-01-24 18:10:01 - INFO - Epoch: 198,	 Iter: 100,	 Loss: 0.33394,	 Val-Acc1: 15.66 (Best: 91.98),	 Val-Acc5: 54.80
2021-01-24 18:10:19 - INFO - Epoch: 198,	 Iter: 200,	 Loss: 0.44061,	 Val-Acc1: 15.18 (Best: 91.98),	 Val-Acc5: 56.84
2021-01-24 18:10:38 - INFO - Epoch: 198,	 Iter: 300,	 Loss: 0.35967,	 Val-Acc1: 14.20 (Best: 91.98),	 Val-Acc5: 55.76
2021-01-24 18:10:57 - INFO - Epoch: 198,	 Iter: 400,	 Loss: 0.34444,	 Val-Acc1: 15.24 (Best: 91.98),	 Val-Acc5: 58.36
2021-01-24 18:11:16 - INFO - Epoch: 198,	 Iter: 500,	 Loss: 0.40330,	 Val-Acc1: 15.80 (Best: 91.98),	 Val-Acc5: 59.04
2021-01-24 18:11:34 - INFO - Epoch: 198,	 Iter: 600,	 Loss: 0.32913,	 Val-Acc1: 16.06 (Best: 91.98),	 Val-Acc5: 59.56
2021-01-24 18:11:53 - INFO - Epoch: 198,	 Iter: 700,	 Loss: 0.38756,	 Val-Acc1: 16.22 (Best: 91.98),	 Val-Acc5: 64.26
2021-01-24 18:12:12 - INFO - Epoch: 198,	 Iter: 800,	 Loss: 0.37906,	 Val-Acc1: 16.28 (Best: 91.98),	 Val-Acc5: 61.70
2021-01-24 18:12:35 - INFO - Epoch: 199,	 Iter: 0,	 Loss: 0.35071,	 Val-Acc1: 16.90 (Best: 91.98),	 Val-Acc5: 60.98
2021-01-24 18:12:53 - INFO - Epoch: 199,	 Iter: 100,	 Loss: 0.33140,	 Val-Acc1: 14.62 (Best: 91.98),	 Val-Acc5: 61.86
2021-01-24 18:13:12 - INFO - Epoch: 199,	 Iter: 200,	 Loss: 0.33999,	 Val-Acc1: 15.10 (Best: 91.98),	 Val-Acc5: 61.66
2021-01-24 18:13:31 - INFO - Epoch: 199,	 Iter: 300,	 Loss: 0.33009,	 Val-Acc1: 14.72 (Best: 91.98),	 Val-Acc5: 60.66
2021-01-24 18:13:50 - INFO - Epoch: 199,	 Iter: 400,	 Loss: 0.37411,	 Val-Acc1: 16.34 (Best: 91.98),	 Val-Acc5: 60.52
2021-01-24 18:14:09 - INFO - Epoch: 199,	 Iter: 500,	 Loss: 0.33775,	 Val-Acc1: 15.82 (Best: 91.98),	 Val-Acc5: 58.30
2021-01-24 18:14:27 - INFO - Epoch: 199,	 Iter: 600,	 Loss: 0.35421,	 Val-Acc1: 13.78 (Best: 91.98),	 Val-Acc5: 59.32
2021-01-24 18:14:46 - INFO - Epoch: 199,	 Iter: 700,	 Loss: 0.35998,	 Val-Acc1: 14.88 (Best: 91.98),	 Val-Acc5: 61.02
2021-01-24 18:15:05 - INFO - Epoch: 199,	 Iter: 800,	 Loss: 0.41904,	 Val-Acc1: 16.48 (Best: 91.98),	 Val-Acc5: 60.42
2021-01-24 18:15:29 - INFO - Epoch: 200,	 Iter: 0,	 Loss: 0.32078,	 Val-Acc1: 15.92 (Best: 91.98),	 Val-Acc5: 60.44
2021-01-24 18:15:29 - INFO - lr: 1.2800000000000006e-07
2021-01-24 18:15:48 - INFO - Epoch: 200,	 Iter: 100,	 Loss: 0.31293,	 Val-Acc1: 14.98 (Best: 91.98),	 Val-Acc5: 60.64
2021-01-24 18:16:08 - INFO - Epoch: 200,	 Iter: 200,	 Loss: 0.34569,	 Val-Acc1: 16.10 (Best: 91.98),	 Val-Acc5: 59.46
2021-01-24 18:16:27 - INFO - Epoch: 200,	 Iter: 300,	 Loss: 0.41391,	 Val-Acc1: 14.96 (Best: 91.98),	 Val-Acc5: 61.20
2021-01-24 18:16:46 - INFO - Epoch: 200,	 Iter: 400,	 Loss: 0.37055,	 Val-Acc1: 15.70 (Best: 91.98),	 Val-Acc5: 59.76
