2024-05-08 13:37:36 transreid INFO: Saving model in the path :log/transreid/market/convnext_small_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-08 13:37:36 transreid INFO: Loaded configuration file configs/market/convnext_s.yml
2024-05-08 13:37:36 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: convnext_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/convnext_small.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/convnext_small_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-08 13:37:36 transreid.check INFO: Dataset statistics:
2024-05-08 13:37:36 transreid.check INFO:   ----------------------------------------
2024-05-08 13:37:36 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-08 13:37:36 transreid.check INFO:   ----------------------------------------
2024-05-08 13:37:36 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-08 13:37:36 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-08 13:37:36 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-08 13:37:36 transreid.check INFO:   ----------------------------------------
2024-05-08 13:37:38 transreid INFO: ===========using cosine learning rate=======
2024-05-08 13:37:38 transreid.train INFO: start training
2024-05-08 13:38:13 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.774, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:38:42 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.642, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:39:10 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.445, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:39:38 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.227, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:40:07 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.068, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:40:35 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 7.958, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:41:04 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 7.878, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:41:32 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 7.818, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:42:01 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 7.769, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:42:29 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 7.731, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:42:58 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 7.699, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:43:26 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 7.672, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:43:55 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 7.649, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:44:23 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 7.629, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:44:51 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 7.611, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:45:20 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 7.596, Acc: 0.004, Base Lr: 4.76e-04
2024-05-08 13:45:48 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 7.582, Acc: 0.004, Base Lr: 4.76e-04
2024-05-08 13:46:17 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 7.569, Acc: 0.005, Base Lr: 4.76e-04
2024-05-08 13:46:25 transreid.train INFO: Epoch 1 done. Time per epoch: 526.855[s] Speed: 22.2[samples/s]
2024-05-08 13:46:54 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.349, Acc: 0.020, Base Lr: 8.72e-04
2024-05-08 13:47:23 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.343, Acc: 0.037, Base Lr: 8.72e-04
2024-05-08 13:47:51 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.334, Acc: 0.054, Base Lr: 8.72e-04
2024-05-08 13:48:20 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.328, Acc: 0.057, Base Lr: 8.72e-04
2024-05-08 13:48:48 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.324, Acc: 0.055, Base Lr: 8.72e-04
2024-05-08 13:49:16 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.320, Acc: 0.055, Base Lr: 8.72e-04
2024-05-08 13:49:45 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.316, Acc: 0.056, Base Lr: 8.72e-04
2024-05-08 13:50:13 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.312, Acc: 0.057, Base Lr: 8.72e-04
2024-05-08 13:50:41 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.307, Acc: 0.061, Base Lr: 8.72e-04
2024-05-08 13:51:10 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.302, Acc: 0.062, Base Lr: 8.72e-04
2024-05-08 13:51:38 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.298, Acc: 0.062, Base Lr: 8.72e-04
2024-05-08 13:52:07 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.293, Acc: 0.067, Base Lr: 8.72e-04
2024-05-08 13:52:35 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.287, Acc: 0.072, Base Lr: 8.72e-04
2024-05-08 13:53:04 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.282, Acc: 0.075, Base Lr: 8.72e-04
2024-05-08 13:53:32 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.277, Acc: 0.081, Base Lr: 8.72e-04
2024-05-08 13:54:01 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.270, Acc: 0.086, Base Lr: 8.72e-04
2024-05-08 13:54:29 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.263, Acc: 0.093, Base Lr: 8.72e-04
2024-05-08 13:54:58 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.252, Acc: 0.108, Base Lr: 8.72e-04
2024-05-08 13:55:06 transreid.train INFO: Epoch 2 done. Time per epoch: 521.017[s] Speed: 22.5[samples/s]
2024-05-08 13:55:35 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.187, Acc: 0.048, Base Lr: 1.27e-03
2024-05-08 13:56:03 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.156, Acc: 0.077, Base Lr: 1.27e-03
2024-05-08 13:56:32 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.142, Acc: 0.079, Base Lr: 1.27e-03
2024-05-08 13:57:00 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.124, Acc: 0.085, Base Lr: 1.27e-03
2024-05-08 13:57:29 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.112, Acc: 0.091, Base Lr: 1.27e-03
2024-05-08 13:57:57 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.106, Acc: 0.088, Base Lr: 1.27e-03
2024-05-08 13:58:26 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.097, Acc: 0.089, Base Lr: 1.27e-03
2024-05-08 13:58:54 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.085, Acc: 0.093, Base Lr: 1.27e-03
2024-05-08 13:59:22 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.069, Acc: 0.099, Base Lr: 1.27e-03
2024-05-08 13:59:51 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.054, Acc: 0.106, Base Lr: 1.27e-03
2024-05-08 14:00:19 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.042, Acc: 0.109, Base Lr: 1.27e-03
2024-05-08 14:00:48 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.029, Acc: 0.110, Base Lr: 1.27e-03
2024-05-08 14:01:16 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.015, Acc: 0.115, Base Lr: 1.27e-03
2024-05-08 14:01:44 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.995, Acc: 0.121, Base Lr: 1.27e-03
2024-05-08 14:02:13 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.974, Acc: 0.127, Base Lr: 1.27e-03
2024-05-08 14:02:41 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.951, Acc: 0.133, Base Lr: 1.27e-03
2024-05-08 14:03:10 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.929, Acc: 0.139, Base Lr: 1.27e-03
2024-05-08 14:03:38 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.891, Acc: 0.152, Base Lr: 1.27e-03
2024-05-08 14:03:47 transreid.train INFO: Epoch 3 done. Time per epoch: 520.358[s] Speed: 22.5[samples/s]
2024-05-08 14:04:16 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.756, Acc: 0.058, Base Lr: 1.66e-03
2024-05-08 14:04:44 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.727, Acc: 0.059, Base Lr: 1.66e-03
2024-05-08 14:05:13 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.692, Acc: 0.064, Base Lr: 1.66e-03
2024-05-08 14:05:41 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.684, Acc: 0.064, Base Lr: 1.66e-03
2024-05-08 14:06:10 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.675, Acc: 0.066, Base Lr: 1.66e-03
2024-05-08 14:06:38 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.637, Acc: 0.077, Base Lr: 1.66e-03
2024-05-08 14:07:06 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.609, Acc: 0.080, Base Lr: 1.66e-03
2024-05-08 14:07:34 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.589, Acc: 0.084, Base Lr: 1.66e-03
2024-05-08 14:08:03 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.558, Acc: 0.093, Base Lr: 1.66e-03
2024-05-08 14:08:31 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.528, Acc: 0.098, Base Lr: 1.66e-03
2024-05-08 14:09:00 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.497, Acc: 0.102, Base Lr: 1.66e-03
2024-05-08 14:09:28 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.461, Acc: 0.109, Base Lr: 1.66e-03
2024-05-08 14:09:57 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.417, Acc: 0.118, Base Lr: 1.66e-03
2024-05-08 14:10:25 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.373, Acc: 0.126, Base Lr: 1.66e-03
2024-05-08 14:10:54 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.331, Acc: 0.132, Base Lr: 1.66e-03
2024-05-08 14:11:22 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.281, Acc: 0.143, Base Lr: 1.66e-03
2024-05-08 14:11:50 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.219, Acc: 0.157, Base Lr: 1.66e-03
2024-05-08 14:12:19 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.150, Acc: 0.173, Base Lr: 1.66e-03
2024-05-08 14:12:27 transreid.train INFO: Epoch 4 done. Time per epoch: 520.721[s] Speed: 22.5[samples/s]
2024-05-08 14:12:56 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.132, Acc: 0.100, Base Lr: 2.06e-03
2024-05-08 14:13:25 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.099, Acc: 0.091, Base Lr: 2.06e-03
2024-05-08 14:13:53 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.054, Acc: 0.101, Base Lr: 2.06e-03
2024-05-08 14:14:22 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.028, Acc: 0.101, Base Lr: 2.06e-03
2024-05-08 14:14:50 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.963, Acc: 0.113, Base Lr: 2.06e-03
2024-05-08 14:15:19 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.906, Acc: 0.124, Base Lr: 2.06e-03
2024-05-08 14:15:47 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.848, Acc: 0.135, Base Lr: 2.06e-03
2024-05-08 14:16:16 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.781, Acc: 0.153, Base Lr: 2.06e-03
2024-05-08 14:16:45 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.728, Acc: 0.164, Base Lr: 2.06e-03
2024-05-08 14:17:13 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.667, Acc: 0.174, Base Lr: 2.06e-03
2024-05-08 14:17:42 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.631, Acc: 0.180, Base Lr: 2.06e-03
2024-05-08 14:18:11 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.596, Acc: 0.183, Base Lr: 2.06e-03
2024-05-08 14:18:39 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.558, Acc: 0.190, Base Lr: 2.06e-03
2024-05-08 14:19:08 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.511, Acc: 0.196, Base Lr: 2.06e-03
2024-05-08 14:19:37 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.446, Acc: 0.210, Base Lr: 2.06e-03
2024-05-08 14:20:06 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.379, Acc: 0.221, Base Lr: 2.06e-03
2024-05-08 14:20:34 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.303, Acc: 0.234, Base Lr: 2.06e-03
2024-05-08 14:21:03 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.210, Acc: 0.253, Base Lr: 2.06e-03
2024-05-08 14:21:15 transreid.train INFO: Epoch 5 done. Time per epoch: 527.244[s] Speed: 22.3[samples/s]
2024-05-08 14:21:44 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.395, Acc: 0.158, Base Lr: 2.46e-03
2024-05-08 14:22:13 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.317, Acc: 0.155, Base Lr: 2.46e-03
2024-05-08 14:22:41 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.325, Acc: 0.157, Base Lr: 2.46e-03
2024-05-08 14:23:10 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.263, Acc: 0.172, Base Lr: 2.46e-03
2024-05-08 14:23:38 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.187, Acc: 0.186, Base Lr: 2.46e-03
2024-05-08 14:24:07 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.104, Acc: 0.206, Base Lr: 2.46e-03
2024-05-08 14:24:36 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.041, Acc: 0.217, Base Lr: 2.46e-03
2024-05-08 14:25:05 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.987, Acc: 0.232, Base Lr: 2.46e-03
2024-05-08 14:25:33 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.919, Acc: 0.248, Base Lr: 2.46e-03
2024-05-08 14:26:02 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.890, Acc: 0.254, Base Lr: 2.46e-03
2024-05-08 14:26:31 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.838, Acc: 0.265, Base Lr: 2.46e-03
2024-05-08 14:26:59 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.777, Acc: 0.277, Base Lr: 2.46e-03
2024-05-08 14:27:28 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.734, Acc: 0.287, Base Lr: 2.46e-03
2024-05-08 14:27:57 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.670, Acc: 0.300, Base Lr: 2.46e-03
2024-05-08 14:28:25 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.595, Acc: 0.316, Base Lr: 2.46e-03
2024-05-08 14:28:54 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.527, Acc: 0.332, Base Lr: 2.46e-03
2024-05-08 14:29:23 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.434, Acc: 0.354, Base Lr: 2.46e-03
2024-05-08 14:29:52 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.337, Acc: 0.375, Base Lr: 2.46e-03
2024-05-08 14:30:00 transreid.train INFO: Epoch 6 done. Time per epoch: 525.571[s] Speed: 22.3[samples/s]
2024-05-08 14:30:29 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.615, Acc: 0.266, Base Lr: 2.85e-03
2024-05-08 14:30:58 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.605, Acc: 0.276, Base Lr: 2.85e-03
2024-05-08 14:31:27 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.522, Acc: 0.282, Base Lr: 2.85e-03
2024-05-08 14:31:56 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.497, Acc: 0.289, Base Lr: 2.85e-03
2024-05-08 14:32:24 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.413, Acc: 0.312, Base Lr: 2.85e-03
2024-05-08 14:32:53 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.328, Acc: 0.324, Base Lr: 2.85e-03
2024-05-08 14:33:21 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.230, Acc: 0.348, Base Lr: 2.85e-03
2024-05-08 14:33:50 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.173, Acc: 0.359, Base Lr: 2.85e-03
2024-05-08 14:34:19 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.115, Acc: 0.372, Base Lr: 2.85e-03
2024-05-08 14:34:48 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.061, Acc: 0.388, Base Lr: 2.85e-03
2024-05-08 14:35:16 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.024, Acc: 0.395, Base Lr: 2.85e-03
2024-05-08 14:35:45 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.975, Acc: 0.407, Base Lr: 2.85e-03
2024-05-08 14:36:14 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.921, Acc: 0.421, Base Lr: 2.85e-03
2024-05-08 14:36:43 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.856, Acc: 0.434, Base Lr: 2.85e-03
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2024-05-08 14:38:46 transreid.train INFO: Epoch 7 done. Time per epoch: 525.528[s] Speed: 22.3[samples/s]
2024-05-08 14:39:15 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.805, Acc: 0.405, Base Lr: 3.25e-03
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2024-05-08 14:47:31 transreid.train INFO: Epoch 8 done. Time per epoch: 525.695[s] Speed: 22.3[samples/s]
2024-05-08 14:48:01 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.527, Acc: 0.452, Base Lr: 3.64e-03
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2024-05-08 14:56:20 transreid.train INFO: Epoch 9 done. Time per epoch: 528.478[s] Speed: 22.3[samples/s]
2024-05-08 14:56:49 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.721, Acc: 0.589, Base Lr: 4.04e-03
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2024-05-08 15:05:05 transreid.train INFO: Epoch 10 done. Time per epoch: 525.513[s] Speed: 22.3[samples/s]
2024-05-08 15:05:34 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.343, Acc: 0.645, Base Lr: 4.44e-03
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2024-05-08 15:13:51 transreid.train INFO: Epoch 11 done. Time per epoch: 525.368[s] Speed: 22.3[samples/s]
2024-05-08 15:14:20 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.883, Acc: 0.711, Base Lr: 4.83e-03
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2024-05-08 15:22:36 transreid.train INFO: Epoch 12 done. Time per epoch: 525.159[s] Speed: 22.3[samples/s]
2024-05-08 15:22:59 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.757, Acc: 0.753, Base Lr: 5.23e-03
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2024-05-08 15:31:14 transreid.train INFO: Epoch 13 done. Time per epoch: 518.418[s] Speed: 22.6[samples/s]
2024-05-08 15:31:44 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.325, Acc: 0.830, Base Lr: 5.62e-03
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2024-05-08 15:40:03 transreid.train INFO: Epoch 14 done. Time per epoch: 528.380[s] Speed: 22.3[samples/s]
2024-05-08 15:40:32 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.107, Acc: 0.877, Base Lr: 6.02e-03
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2024-05-08 15:48:48 transreid.train INFO: Epoch 15 done. Time per epoch: 525.544[s] Speed: 22.3[samples/s]
2024-05-08 15:49:18 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.855, Acc: 0.916, Base Lr: 6.42e-03
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2024-05-08 15:57:34 transreid.train INFO: Epoch 16 done. Time per epoch: 525.673[s] Speed: 22.3[samples/s]
2024-05-08 15:58:03 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.723, Acc: 0.934, Base Lr: 6.81e-03
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2024-05-08 16:06:19 transreid.train INFO: Epoch 17 done. Time per epoch: 525.492[s] Speed: 22.3[samples/s]
2024-05-08 16:06:49 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.594, Acc: 0.959, Base Lr: 7.21e-03
2024-05-08 16:07:18 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.639, Acc: 0.951, Base Lr: 7.21e-03
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2024-05-08 16:15:06 transreid.train INFO: Epoch 18 done. Time per epoch: 526.519[s] Speed: 22.2[samples/s]
2024-05-08 16:15:35 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.560, Acc: 0.953, Base Lr: 7.60e-03
2024-05-08 16:16:04 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.585, Acc: 0.955, Base Lr: 7.60e-03
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2024-05-08 16:23:54 transreid.train INFO: Epoch 19 done. Time per epoch: 528.481[s] Speed: 22.3[samples/s]
2024-05-08 16:24:24 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.484, Acc: 0.958, Base Lr: 7.47e-03
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2024-05-08 16:25:21 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.480, Acc: 0.953, Base Lr: 7.47e-03
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2024-05-08 16:27:16 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.459, Acc: 0.965, Base Lr: 7.47e-03
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2024-05-08 16:32:41 transreid.train INFO: Epoch 20 done. Time per epoch: 526.649[s] Speed: 22.2[samples/s]
2024-05-08 16:35:02 transreid.train INFO: Validation Results - Epoch: 20
2024-05-08 16:35:02 transreid.train INFO: mAP: 72.9%
2024-05-08 16:35:02 transreid.train INFO: CMC curve, Rank-1  :87.9%
2024-05-08 16:35:02 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-05-08 16:35:02 transreid.train INFO: CMC curve, Rank-10 :97.4%
2024-05-08 16:35:31 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.571, Acc: 0.956, Base Lr: 7.41e-03
2024-05-08 16:36:00 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.516, Acc: 0.959, Base Lr: 7.41e-03
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2024-05-08 16:37:26 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.455, Acc: 0.968, Base Lr: 7.41e-03
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2024-05-08 16:38:23 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.431, Acc: 0.971, Base Lr: 7.41e-03
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2024-05-08 16:42:42 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.379, Acc: 0.976, Base Lr: 7.41e-03
2024-05-08 16:43:10 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.376, Acc: 0.976, Base Lr: 7.41e-03
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2024-05-08 16:43:50 transreid.train INFO: Epoch 21 done. Time per epoch: 528.340[s] Speed: 22.3[samples/s]
2024-05-08 16:44:19 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.424, Acc: 0.972, Base Lr: 7.36e-03
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2024-05-08 16:51:30 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.357, Acc: 0.979, Base Lr: 7.36e-03
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2024-05-08 16:52:36 transreid.train INFO: Epoch 22 done. Time per epoch: 526.207[s] Speed: 22.3[samples/s]
2024-05-08 16:53:05 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.404, Acc: 0.970, Base Lr: 7.30e-03
2024-05-08 16:53:34 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.391, Acc: 0.975, Base Lr: 7.30e-03
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2024-05-08 17:01:22 transreid.train INFO: Epoch 23 done. Time per epoch: 525.467[s] Speed: 22.3[samples/s]
2024-05-08 17:01:51 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.471, Acc: 0.967, Base Lr: 7.24e-03
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2024-05-08 17:10:11 transreid.train INFO: Epoch 24 done. Time per epoch: 529.135[s] Speed: 22.3[samples/s]
2024-05-08 17:10:39 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.299, Acc: 0.975, Base Lr: 7.18e-03
2024-05-08 17:11:08 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.300, Acc: 0.979, Base Lr: 7.18e-03
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2024-05-08 17:18:51 transreid.train INFO: Epoch 25 done. Time per epoch: 519.977[s] Speed: 22.5[samples/s]
2024-05-08 17:19:20 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.279, Acc: 0.988, Base Lr: 7.11e-03
2024-05-08 17:19:49 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.309, Acc: 0.975, Base Lr: 7.11e-03
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2024-05-08 17:21:15 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.295, Acc: 0.983, Base Lr: 7.11e-03
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2024-05-08 17:22:12 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.297, Acc: 0.984, Base Lr: 7.11e-03
2024-05-08 17:22:41 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.292, Acc: 0.984, Base Lr: 7.11e-03
2024-05-08 17:23:09 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.288, Acc: 0.983, Base Lr: 7.11e-03
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2024-05-08 17:27:28 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.258, Acc: 0.984, Base Lr: 7.11e-03
2024-05-08 17:27:36 transreid.train INFO: Epoch 26 done. Time per epoch: 525.504[s] Speed: 22.3[samples/s]
2024-05-08 17:28:06 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.216, Acc: 0.992, Base Lr: 7.04e-03
2024-05-08 17:28:34 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.230, Acc: 0.988, Base Lr: 7.04e-03
2024-05-08 17:29:02 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.230, Acc: 0.990, Base Lr: 7.04e-03
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2024-05-08 17:30:00 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.217, Acc: 0.989, Base Lr: 7.04e-03
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2024-05-08 17:31:26 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.235, Acc: 0.988, Base Lr: 7.04e-03
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2024-05-08 17:34:47 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.229, Acc: 0.988, Base Lr: 7.04e-03
2024-05-08 17:35:15 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.225, Acc: 0.988, Base Lr: 7.04e-03
2024-05-08 17:35:44 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.220, Acc: 0.989, Base Lr: 7.04e-03
2024-05-08 17:36:13 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.215, Acc: 0.989, Base Lr: 7.04e-03
2024-05-08 17:36:22 transreid.train INFO: Epoch 27 done. Time per epoch: 525.413[s] Speed: 22.3[samples/s]
2024-05-08 17:36:51 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.217, Acc: 0.986, Base Lr: 6.97e-03
2024-05-08 17:37:20 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.209, Acc: 0.988, Base Lr: 6.97e-03
2024-05-08 17:37:48 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.217, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-08 17:39:14 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.226, Acc: 0.989, Base Lr: 6.97e-03
2024-05-08 17:39:43 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.223, Acc: 0.989, Base Lr: 6.97e-03
2024-05-08 17:40:12 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.223, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-08 17:41:09 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.220, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-08 17:45:07 transreid.train INFO: Epoch 28 done. Time per epoch: 525.554[s] Speed: 22.3[samples/s]
2024-05-08 17:45:36 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.317, Acc: 0.983, Base Lr: 6.90e-03
2024-05-08 17:46:05 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.300, Acc: 0.987, Base Lr: 6.90e-03
2024-05-08 17:46:34 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.291, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-08 17:48:00 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.259, Acc: 0.987, Base Lr: 6.90e-03
2024-05-08 17:48:29 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.254, Acc: 0.987, Base Lr: 6.90e-03
2024-05-08 17:48:57 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.252, Acc: 0.987, Base Lr: 6.90e-03
2024-05-08 17:49:26 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.243, Acc: 0.988, Base Lr: 6.90e-03
2024-05-08 17:49:55 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.235, Acc: 0.989, Base Lr: 6.90e-03
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2024-05-08 17:52:18 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.217, Acc: 0.990, Base Lr: 6.90e-03
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2024-05-08 17:53:15 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.210, Acc: 0.991, Base Lr: 6.90e-03
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2024-05-08 17:53:53 transreid.train INFO: Epoch 29 done. Time per epoch: 525.540[s] Speed: 22.3[samples/s]
2024-05-08 17:54:22 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.252, Acc: 0.984, Base Lr: 6.83e-03
2024-05-08 17:54:51 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.255, Acc: 0.980, Base Lr: 6.83e-03
2024-05-08 17:55:19 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.235, Acc: 0.984, Base Lr: 6.83e-03
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2024-05-08 17:56:45 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.214, Acc: 0.986, Base Lr: 6.83e-03
2024-05-08 17:57:14 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.212, Acc: 0.987, Base Lr: 6.83e-03
2024-05-08 17:57:43 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.211, Acc: 0.988, Base Lr: 6.83e-03
2024-05-08 17:58:11 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.205, Acc: 0.988, Base Lr: 6.83e-03
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2024-05-08 18:00:06 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.196, Acc: 0.989, Base Lr: 6.83e-03
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2024-05-08 18:02:41 transreid.train INFO: Epoch 30 done. Time per epoch: 528.188[s] Speed: 22.3[samples/s]
2024-05-08 18:03:10 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.261, Acc: 0.981, Base Lr: 6.76e-03
2024-05-08 18:03:39 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.235, Acc: 0.988, Base Lr: 6.76e-03
2024-05-08 18:04:08 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.239, Acc: 0.985, Base Lr: 6.76e-03
2024-05-08 18:04:36 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.230, Acc: 0.987, Base Lr: 6.76e-03
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2024-05-08 18:06:03 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.209, Acc: 0.989, Base Lr: 6.76e-03
2024-05-08 18:06:31 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.203, Acc: 0.989, Base Lr: 6.76e-03
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2024-05-08 18:07:57 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.202, Acc: 0.989, Base Lr: 6.76e-03
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2024-05-08 18:11:24 transreid.train INFO: Epoch 31 done. Time per epoch: 523.092[s] Speed: 22.3[samples/s]
2024-05-08 18:11:53 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.186, Acc: 0.992, Base Lr: 6.68e-03
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2024-05-08 18:20:09 transreid.train INFO: Epoch 32 done. Time per epoch: 525.256[s] Speed: 22.3[samples/s]
2024-05-08 18:20:39 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.185, Acc: 0.992, Base Lr: 6.60e-03
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2024-05-08 18:28:58 transreid.train INFO: Epoch 33 done. Time per epoch: 528.699[s] Speed: 22.3[samples/s]
2024-05-08 18:29:27 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.269, Acc: 0.984, Base Lr: 6.52e-03
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2024-05-08 18:37:47 transreid.train INFO: Epoch 34 done. Time per epoch: 529.116[s] Speed: 22.3[samples/s]
2024-05-08 18:38:16 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.195, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-08 18:44:58 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.154, Acc: 0.993, Base Lr: 6.44e-03
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2024-05-08 18:46:36 transreid.train INFO: Epoch 35 done. Time per epoch: 528.513[s] Speed: 22.3[samples/s]
2024-05-08 18:47:05 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.141, Acc: 0.991, Base Lr: 6.35e-03
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2024-05-08 18:50:25 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.154, Acc: 0.992, Base Lr: 6.35e-03
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2024-05-08 18:55:24 transreid.train INFO: Epoch 36 done. Time per epoch: 528.633[s] Speed: 22.3[samples/s]
2024-05-08 18:55:54 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.166, Acc: 0.989, Base Lr: 6.27e-03
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2024-05-08 18:59:15 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.152, Acc: 0.993, Base Lr: 6.27e-03
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2024-05-08 19:00:11 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.150, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-08 19:04:08 transreid.train INFO: Epoch 37 done. Time per epoch: 523.392[s] Speed: 22.5[samples/s]
2024-05-08 19:04:37 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.193, Acc: 0.992, Base Lr: 6.18e-03
2024-05-08 19:05:06 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.168, Acc: 0.994, Base Lr: 6.18e-03
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2024-05-08 19:07:58 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.170, Acc: 0.992, Base Lr: 6.18e-03
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2024-05-08 19:12:53 transreid.train INFO: Epoch 38 done. Time per epoch: 525.312[s] Speed: 22.3[samples/s]
2024-05-08 19:13:22 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.222, Acc: 0.994, Base Lr: 6.09e-03
2024-05-08 19:13:51 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.189, Acc: 0.996, Base Lr: 6.09e-03
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2024-05-08 19:18:38 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.166, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-08 19:19:35 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.159, Acc: 0.992, Base Lr: 6.09e-03
2024-05-08 19:20:04 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.158, Acc: 0.992, Base Lr: 6.09e-03
2024-05-08 19:20:33 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.159, Acc: 0.992, Base Lr: 6.09e-03
2024-05-08 19:21:02 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.156, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-08 19:21:39 transreid.train INFO: Epoch 39 done. Time per epoch: 526.084[s] Speed: 22.3[samples/s]
2024-05-08 19:22:08 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.220, Acc: 0.991, Base Lr: 6.00e-03
2024-05-08 19:22:37 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.197, Acc: 0.991, Base Lr: 6.00e-03
2024-05-08 19:23:05 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.180, Acc: 0.991, Base Lr: 6.00e-03
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2024-05-08 19:25:00 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.169, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 19:25:29 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.167, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-08 19:26:26 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.160, Acc: 0.993, Base Lr: 6.00e-03
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2024-05-08 19:27:24 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.155, Acc: 0.993, Base Lr: 6.00e-03
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2024-05-08 19:28:21 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.149, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 19:28:50 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.150, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 19:29:18 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.146, Acc: 0.993, Base Lr: 6.00e-03
2024-05-08 19:29:47 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.143, Acc: 0.993, Base Lr: 6.00e-03
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2024-05-08 19:30:25 transreid.train INFO: Epoch 40 done. Time per epoch: 525.544[s] Speed: 22.3[samples/s]
2024-05-08 19:32:45 transreid.train INFO: Validation Results - Epoch: 40
2024-05-08 19:32:45 transreid.train INFO: mAP: 76.9%
2024-05-08 19:32:45 transreid.train INFO: CMC curve, Rank-1  :89.8%
2024-05-08 19:32:45 transreid.train INFO: CMC curve, Rank-5  :96.4%
2024-05-08 19:32:45 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-08 19:33:14 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.166, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 19:33:43 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.157, Acc: 0.997, Base Lr: 5.91e-03
2024-05-08 19:34:11 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.160, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 19:34:40 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.164, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 19:35:09 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.159, Acc: 0.994, Base Lr: 5.91e-03
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2024-05-08 19:36:06 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.146, Acc: 0.995, Base Lr: 5.91e-03
2024-05-08 19:36:35 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.144, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:37:04 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.142, Acc: 0.994, Base Lr: 5.91e-03
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2024-05-08 19:38:01 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.142, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:38:30 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.138, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:38:59 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.137, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:39:27 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.137, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:39:56 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.135, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:40:25 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.133, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:40:53 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.132, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:41:22 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.128, Acc: 0.994, Base Lr: 5.91e-03
2024-05-08 19:41:34 transreid.train INFO: Epoch 41 done. Time per epoch: 528.887[s] Speed: 22.3[samples/s]
2024-05-08 19:42:03 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.109, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:42:32 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.126, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 19:43:01 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.127, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:43:29 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.123, Acc: 0.995, Base Lr: 5.82e-03
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2024-05-08 19:44:55 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.133, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:45:24 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.128, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:45:53 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.126, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:46:21 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.123, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:46:50 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.125, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:47:19 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.125, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:47:48 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.122, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:48:16 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.121, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 19:48:45 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.119, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 19:49:14 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.119, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 19:49:43 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.118, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 19:50:11 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.116, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 19:50:22 transreid.train INFO: Epoch 42 done. Time per epoch: 528.719[s] Speed: 22.3[samples/s]
2024-05-08 19:50:52 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 19:51:21 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.117, Acc: 0.995, Base Lr: 5.73e-03
2024-05-08 19:51:49 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.118, Acc: 0.994, Base Lr: 5.73e-03
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2024-05-08 19:53:16 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.117, Acc: 0.994, Base Lr: 5.73e-03
2024-05-08 19:53:44 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.123, Acc: 0.994, Base Lr: 5.73e-03
2024-05-08 19:54:13 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.124, Acc: 0.994, Base Lr: 5.73e-03
2024-05-08 19:54:42 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.122, Acc: 0.994, Base Lr: 5.73e-03
2024-05-08 19:55:10 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.119, Acc: 0.995, Base Lr: 5.73e-03
2024-05-08 19:55:39 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.118, Acc: 0.995, Base Lr: 5.73e-03
2024-05-08 19:56:07 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.115, Acc: 0.995, Base Lr: 5.73e-03
2024-05-08 19:56:36 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.113, Acc: 0.995, Base Lr: 5.73e-03
2024-05-08 19:57:05 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.111, Acc: 0.996, Base Lr: 5.73e-03
2024-05-08 19:57:34 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.109, Acc: 0.996, Base Lr: 5.73e-03
2024-05-08 19:58:02 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.107, Acc: 0.996, Base Lr: 5.73e-03
2024-05-08 19:58:31 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.104, Acc: 0.996, Base Lr: 5.73e-03
2024-05-08 19:59:00 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.102, Acc: 0.996, Base Lr: 5.73e-03
2024-05-08 19:59:12 transreid.train INFO: Epoch 43 done. Time per epoch: 529.076[s] Speed: 22.3[samples/s]
2024-05-08 19:59:41 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.123, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:00:10 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.139, Acc: 0.991, Base Lr: 5.63e-03
2024-05-08 20:00:38 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.141, Acc: 0.991, Base Lr: 5.63e-03
2024-05-08 20:01:06 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.134, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 20:01:35 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.125, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 20:02:04 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.128, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:02:33 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.130, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:03:01 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.129, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:03:30 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.126, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:03:59 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.126, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:04:28 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.123, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:04:56 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.122, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:05:25 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.119, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:05:54 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.117, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:06:22 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.118, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:06:51 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.117, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 20:07:20 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.113, Acc: 0.994, Base Lr: 5.63e-03
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2024-05-08 20:08:00 transreid.train INFO: Epoch 44 done. Time per epoch: 528.310[s] Speed: 22.3[samples/s]
2024-05-08 20:08:29 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.136, Acc: 0.991, Base Lr: 5.54e-03
2024-05-08 20:08:58 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.129, Acc: 0.991, Base Lr: 5.54e-03
2024-05-08 20:09:27 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.132, Acc: 0.992, Base Lr: 5.54e-03
2024-05-08 20:09:55 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.129, Acc: 0.994, Base Lr: 5.54e-03
2024-05-08 20:10:24 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.133, Acc: 0.994, Base Lr: 5.54e-03
2024-05-08 20:10:53 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.128, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:11:21 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.128, Acc: 0.994, Base Lr: 5.54e-03
2024-05-08 20:11:50 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.126, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:12:18 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.123, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:12:47 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.122, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:13:16 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.118, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:13:45 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.117, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:14:13 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.116, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:14:42 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.115, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:15:11 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.115, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:15:39 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.114, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 20:16:08 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.110, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 20:16:37 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.107, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 20:16:46 transreid.train INFO: Epoch 45 done. Time per epoch: 525.770[s] Speed: 22.3[samples/s]
2024-05-08 20:17:14 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.100, Acc: 0.991, Base Lr: 5.44e-03
2024-05-08 20:17:43 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.105, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 20:18:12 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.109, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 20:18:41 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.107, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 20:19:09 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.104, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 20:19:38 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.100, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:20:07 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.105, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:20:36 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.105, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:21:05 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.103, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:21:33 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.100, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:22:02 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.104, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 20:22:30 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.105, Acc: 0.994, Base Lr: 5.44e-03
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2024-05-08 20:23:28 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.105, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:23:57 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.105, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:24:26 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.105, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:24:54 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.104, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 20:25:23 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.105, Acc: 0.996, Base Lr: 5.44e-03
2024-05-08 20:25:32 transreid.train INFO: Epoch 46 done. Time per epoch: 526.183[s] Speed: 22.3[samples/s]
2024-05-08 20:26:01 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.098, Acc: 0.997, Base Lr: 5.34e-03
2024-05-08 20:26:30 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.120, Acc: 0.997, Base Lr: 5.34e-03
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2024-05-08 20:28:24 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.121, Acc: 0.995, Base Lr: 5.34e-03
2024-05-08 20:28:53 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.117, Acc: 0.994, Base Lr: 5.34e-03
2024-05-08 20:29:22 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.122, Acc: 0.994, Base Lr: 5.34e-03
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2024-05-08 20:34:21 transreid.train INFO: Epoch 47 done. Time per epoch: 528.802[s] Speed: 22.3[samples/s]
2024-05-08 20:34:50 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.081, Acc: 0.994, Base Lr: 5.24e-03
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2024-05-08 20:43:09 transreid.train INFO: Epoch 48 done. Time per epoch: 528.562[s] Speed: 22.3[samples/s]
2024-05-08 20:43:38 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.136, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-08 20:51:50 transreid.train INFO: Epoch 49 done. Time per epoch: 520.431[s] Speed: 22.5[samples/s]
2024-05-08 20:52:19 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.121, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-08 21:00:39 transreid.train INFO: Epoch 50 done. Time per epoch: 529.182[s] Speed: 22.3[samples/s]
2024-05-08 21:01:08 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.94e-03
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2024-05-08 21:09:28 transreid.train INFO: Epoch 51 done. Time per epoch: 528.913[s] Speed: 22.3[samples/s]
2024-05-08 21:09:57 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.092, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-08 21:18:17 transreid.train INFO: Epoch 52 done. Time per epoch: 528.872[s] Speed: 22.3[samples/s]
2024-05-08 21:18:46 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.108, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-08 21:22:07 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.103, Acc: 0.996, Base Lr: 4.74e-03
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2024-05-08 21:27:05 transreid.train INFO: Epoch 53 done. Time per epoch: 528.423[s] Speed: 22.3[samples/s]
2024-05-08 21:27:34 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.123, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-08 21:35:52 transreid.train INFO: Epoch 54 done. Time per epoch: 527.137[s] Speed: 22.3[samples/s]
2024-05-08 21:36:21 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.085, Acc: 1.000, Base Lr: 4.53e-03
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2024-05-08 21:41:08 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.087, Acc: 0.996, Base Lr: 4.53e-03
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2024-05-08 21:44:37 transreid.train INFO: Epoch 55 done. Time per epoch: 524.695[s] Speed: 22.3[samples/s]
2024-05-08 21:45:06 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.105, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-08 21:52:16 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.091, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-08 21:53:13 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.088, Acc: 0.997, Base Lr: 4.43e-03
2024-05-08 21:53:22 transreid.train INFO: Epoch 56 done. Time per epoch: 525.290[s] Speed: 22.3[samples/s]
2024-05-08 21:53:51 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.087, Acc: 0.997, Base Lr: 4.32e-03
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2024-05-08 21:56:15 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 21:56:43 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.103, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 21:57:12 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.32e-03
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2024-05-08 22:00:05 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.097, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 22:00:33 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.095, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 22:01:01 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.093, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-08 22:02:10 transreid.train INFO: Epoch 57 done. Time per epoch: 528.218[s] Speed: 22.3[samples/s]
2024-05-08 22:02:40 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.056, Acc: 1.000, Base Lr: 4.22e-03
2024-05-08 22:03:08 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.061, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:03:37 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.061, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:04:06 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.064, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:04:35 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.065, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:05:03 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.063, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:05:32 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.063, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:06:01 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.065, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:06:29 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.065, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 22:06:58 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:07:26 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:07:55 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:08:24 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:08:53 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.068, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:09:21 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.070, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:09:50 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.070, Acc: 0.997, Base Lr: 4.22e-03
2024-05-08 22:10:19 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.071, Acc: 0.997, Base Lr: 4.22e-03
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2024-05-08 22:10:56 transreid.train INFO: Epoch 58 done. Time per epoch: 525.925[s] Speed: 22.3[samples/s]
2024-05-08 22:11:26 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.122, Acc: 0.991, Base Lr: 4.11e-03
2024-05-08 22:11:54 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.099, Acc: 0.993, Base Lr: 4.11e-03
2024-05-08 22:12:22 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.093, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 22:12:51 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.088, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 22:13:20 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.087, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 22:13:49 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.086, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 22:14:18 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.086, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 22:14:46 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.084, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 22:15:15 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 22:15:44 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.078, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 22:16:13 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.078, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 22:16:41 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.079, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 22:17:09 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.078, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 22:17:38 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.077, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 22:18:07 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.075, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 22:18:35 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.073, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 22:19:04 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.072, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 22:19:33 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.071, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 22:19:44 transreid.train INFO: Epoch 59 done. Time per epoch: 528.149[s] Speed: 22.3[samples/s]
2024-05-08 22:20:14 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 22:20:43 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.068, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 22:21:11 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.081, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 22:21:40 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.087, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:22:09 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.090, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:22:37 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.089, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:23:06 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.093, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:23:34 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.090, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:24:03 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.087, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 22:24:32 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.087, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:25:01 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.085, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:25:29 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.084, Acc: 0.996, Base Lr: 4.01e-03
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2024-05-08 22:26:27 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.081, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:26:56 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.083, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:27:24 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.081, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:27:52 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.079, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:28:21 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.078, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 22:28:30 transreid.train INFO: Epoch 60 done. Time per epoch: 525.422[s] Speed: 22.3[samples/s]
2024-05-08 22:30:49 transreid.train INFO: Validation Results - Epoch: 60
2024-05-08 22:30:49 transreid.train INFO: mAP: 78.6%
2024-05-08 22:30:49 transreid.train INFO: CMC curve, Rank-1  :91.0%
2024-05-08 22:30:49 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-05-08 22:30:49 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-08 22:31:18 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.097, Acc: 0.991, Base Lr: 3.90e-03
2024-05-08 22:31:47 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.079, Acc: 0.993, Base Lr: 3.90e-03
2024-05-08 22:32:16 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.081, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 22:32:44 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.092, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 22:33:13 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.092, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 22:33:41 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.088, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:34:10 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.085, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:34:39 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.084, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:35:08 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.082, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:35:36 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.081, Acc: 0.996, Base Lr: 3.90e-03
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2024-05-08 22:36:34 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.081, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:37:03 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.080, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:37:31 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.081, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:38:00 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.079, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:38:28 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.078, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:38:57 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.076, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:39:26 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.076, Acc: 0.996, Base Lr: 3.90e-03
2024-05-08 22:39:38 transreid.train INFO: Epoch 61 done. Time per epoch: 528.928[s] Speed: 22.3[samples/s]
2024-05-08 22:40:00 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.093, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 22:40:29 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.094, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 22:40:58 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.093, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:41:26 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.101, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 22:41:55 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.098, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 22:42:24 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.091, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:42:53 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.089, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:43:21 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.092, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:43:50 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.090, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:44:19 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.086, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:44:48 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.084, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:45:17 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.084, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:45:45 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.082, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:46:13 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.080, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 22:46:42 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.079, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 22:47:11 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.078, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 22:47:39 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.076, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 22:48:08 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.075, Acc: 0.998, Base Lr: 3.80e-03
2024-05-08 22:48:17 transreid.train INFO: Epoch 62 done. Time per epoch: 519.087[s] Speed: 22.6[samples/s]
2024-05-08 22:48:46 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.104, Acc: 0.998, Base Lr: 3.69e-03
2024-05-08 22:49:15 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.080, Acc: 0.999, Base Lr: 3.69e-03
2024-05-08 22:49:44 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.084, Acc: 0.998, Base Lr: 3.69e-03
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2024-05-08 22:51:38 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.080, Acc: 0.998, Base Lr: 3.69e-03
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2024-05-08 22:52:36 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.084, Acc: 0.998, Base Lr: 3.69e-03
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2024-05-08 22:57:03 transreid.train INFO: Epoch 63 done. Time per epoch: 525.819[s] Speed: 22.3[samples/s]
2024-05-08 22:57:32 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.105, Acc: 0.997, Base Lr: 3.59e-03
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2024-05-08 23:05:49 transreid.train INFO: Epoch 64 done. Time per epoch: 525.916[s] Speed: 22.3[samples/s]
2024-05-08 23:06:18 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.075, Acc: 1.000, Base Lr: 3.49e-03
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2024-05-08 23:14:37 transreid.train INFO: Epoch 65 done. Time per epoch: 528.307[s] Speed: 22.3[samples/s]
2024-05-08 23:15:06 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.125, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-08 23:23:23 transreid.train INFO: Epoch 66 done. Time per epoch: 525.664[s] Speed: 22.3[samples/s]
2024-05-08 23:23:52 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.083, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-08 23:32:12 transreid.train INFO: Epoch 67 done. Time per epoch: 529.122[s] Speed: 22.3[samples/s]
2024-05-08 23:32:41 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.075, Acc: 0.994, Base Lr: 3.18e-03
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2024-05-08 23:40:57 transreid.train INFO: Epoch 68 done. Time per epoch: 525.635[s] Speed: 22.3[samples/s]
2024-05-08 23:41:27 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-08 23:49:46 transreid.train INFO: Epoch 69 done. Time per epoch: 529.044[s] Speed: 22.3[samples/s]
2024-05-08 23:50:15 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.060, Acc: 1.000, Base Lr: 2.97e-03
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2024-05-08 23:58:31 transreid.train INFO: Epoch 70 done. Time per epoch: 524.903[s] Speed: 22.3[samples/s]
2024-05-08 23:59:01 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.079, Acc: 0.995, Base Lr: 2.87e-03
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2024-05-09 00:07:20 transreid.train INFO: Epoch 71 done. Time per epoch: 528.248[s] Speed: 22.3[samples/s]
2024-05-09 00:07:49 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.067, Acc: 0.998, Base Lr: 2.77e-03
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2024-05-09 00:16:06 transreid.train INFO: Epoch 72 done. Time per epoch: 526.413[s] Speed: 22.2[samples/s]
2024-05-09 00:16:35 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 2.68e-03
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2024-05-09 00:24:52 transreid.train INFO: Epoch 73 done. Time per epoch: 525.841[s] Speed: 22.3[samples/s]
2024-05-09 00:25:21 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.057, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-09 00:31:21 transreid.train INFO: Epoch 74 done. Time per epoch: 389.262[s] Speed: 30.1[samples/s]
2024-05-09 00:31:35 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.083, Acc: 0.997, Base Lr: 2.48e-03
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2024-05-09 00:35:32 transreid.train INFO: Epoch 75 done. Time per epoch: 250.778[s] Speed: 46.7[samples/s]
2024-05-09 00:35:46 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.066, Acc: 0.997, Base Lr: 2.38e-03
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2024-05-09 00:39:43 transreid.train INFO: Epoch 76 done. Time per epoch: 250.827[s] Speed: 46.7[samples/s]
2024-05-09 00:39:57 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.051, Acc: 1.000, Base Lr: 2.29e-03
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2024-05-09 00:43:53 transreid.train INFO: Epoch 77 done. Time per epoch: 250.639[s] Speed: 46.7[samples/s]
2024-05-09 00:44:08 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.052, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-09 00:48:04 transreid.train INFO: Epoch 78 done. Time per epoch: 250.614[s] Speed: 46.7[samples/s]
2024-05-09 00:48:18 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-09 00:50:35 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.060, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-09 00:52:16 transreid.train INFO: Epoch 79 done. Time per epoch: 252.031[s] Speed: 46.7[samples/s]
2024-05-09 00:52:30 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.056, Acc: 1.000, Base Lr: 2.01e-03
2024-05-09 00:52:44 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.067, Acc: 0.998, Base Lr: 2.01e-03
2024-05-09 00:52:58 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.065, Acc: 0.996, Base Lr: 2.01e-03
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2024-05-09 00:54:06 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.070, Acc: 0.997, Base Lr: 2.01e-03
2024-05-09 00:54:20 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.067, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-09 00:55:00 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.063, Acc: 0.998, Base Lr: 2.01e-03
2024-05-09 00:55:14 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.01e-03
2024-05-09 00:55:28 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.060, Acc: 0.998, Base Lr: 2.01e-03
2024-05-09 00:55:41 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.059, Acc: 0.998, Base Lr: 2.01e-03
2024-05-09 00:55:55 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.01e-03
2024-05-09 00:56:09 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.056, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-09 00:56:27 transreid.train INFO: Epoch 80 done. Time per epoch: 250.614[s] Speed: 46.7[samples/s]
2024-05-09 00:57:40 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 00:57:40 transreid.train INFO: mAP: 79.4%
2024-05-09 00:57:40 transreid.train INFO: CMC curve, Rank-1  :90.9%
2024-05-09 00:57:40 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-09 00:57:40 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-09 00:57:55 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.055, Acc: 0.994, Base Lr: 1.92e-03
2024-05-09 00:58:08 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.055, Acc: 0.995, Base Lr: 1.92e-03
2024-05-09 00:58:22 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.058, Acc: 0.994, Base Lr: 1.92e-03
2024-05-09 00:58:36 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.92e-03
2024-05-09 00:58:49 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.92e-03
2024-05-09 00:59:03 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.92e-03
2024-05-09 00:59:17 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.92e-03
2024-05-09 00:59:30 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.92e-03
2024-05-09 00:59:44 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.92e-03
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2024-05-09 01:00:11 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.92e-03
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2024-05-09 01:01:06 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.92e-03
2024-05-09 01:01:20 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.92e-03
2024-05-09 01:01:33 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.92e-03
2024-05-09 01:01:47 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.92e-03
2024-05-09 01:01:54 transreid.train INFO: Epoch 81 done. Time per epoch: 253.272[s] Speed: 46.7[samples/s]
2024-05-09 01:02:08 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.053, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 01:02:22 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.076, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 01:02:35 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 01:02:49 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.077, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:03:03 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:03:16 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:03:30 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.074, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:03:44 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:03:57 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:04:11 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:04:25 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.83e-03
2024-05-09 01:04:38 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.83e-03
2024-05-09 01:04:52 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.83e-03
2024-05-09 01:05:06 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:05:19 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:05:33 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.83e-03
2024-05-09 01:05:47 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.83e-03
2024-05-09 01:06:00 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.83e-03
2024-05-09 01:06:05 transreid.train INFO: Epoch 82 done. Time per epoch: 250.778[s] Speed: 46.7[samples/s]
2024-05-09 01:06:19 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:06:32 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:06:46 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.75e-03
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2024-05-09 01:07:13 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:07:27 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:07:41 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:07:55 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:08:08 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:08:22 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:08:36 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.75e-03
2024-05-09 01:08:49 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:09:03 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:09:17 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:09:30 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:09:44 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:09:58 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:10:11 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.75e-03
2024-05-09 01:10:17 transreid.train INFO: Epoch 83 done. Time per epoch: 252.222[s] Speed: 46.7[samples/s]
2024-05-09 01:10:31 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.057, Acc: 1.000, Base Lr: 1.66e-03
2024-05-09 01:10:45 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.060, Acc: 0.999, Base Lr: 1.66e-03
2024-05-09 01:10:58 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:11:12 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:11:26 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:11:39 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:11:53 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:12:07 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:12:20 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:12:34 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:12:48 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:13:01 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:13:15 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:13:29 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:13:42 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.66e-03
2024-05-09 01:13:56 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.66e-03
2024-05-09 01:14:10 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.66e-03
2024-05-09 01:14:23 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.66e-03
2024-05-09 01:14:27 transreid.train INFO: Epoch 84 done. Time per epoch: 250.656[s] Speed: 46.7[samples/s]
2024-05-09 01:14:42 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:14:55 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.58e-03
2024-05-09 01:15:09 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.58e-03
2024-05-09 01:15:23 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.58e-03
2024-05-09 01:15:36 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.58e-03
2024-05-09 01:15:50 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.58e-03
2024-05-09 01:16:04 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.58e-03
2024-05-09 01:16:17 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.58e-03
2024-05-09 01:16:31 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:16:45 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:16:58 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:17:12 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:17:26 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:17:39 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:17:53 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:18:06 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:18:20 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:18:34 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.58e-03
2024-05-09 01:18:38 transreid.train INFO: Epoch 85 done. Time per epoch: 250.525[s] Speed: 46.7[samples/s]
2024-05-09 01:18:52 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:19:06 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.064, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:19:19 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-09 01:20:00 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:20:14 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:20:28 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-09 01:20:55 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:21:09 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:21:22 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:21:36 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:21:50 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:22:03 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:22:17 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.50e-03
2024-05-09 01:22:31 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-09 01:22:48 transreid.train INFO: Epoch 86 done. Time per epoch: 250.548[s] Speed: 46.7[samples/s]
2024-05-09 01:23:03 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.068, Acc: 0.998, Base Lr: 1.42e-03
2024-05-09 01:23:16 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.081, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-09 01:24:25 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.067, Acc: 0.998, Base Lr: 1.42e-03
2024-05-09 01:24:38 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.42e-03
2024-05-09 01:24:52 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-09 01:26:59 transreid.train INFO: Epoch 87 done. Time per epoch: 250.543[s] Speed: 46.7[samples/s]
2024-05-09 01:27:13 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.34e-03
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2024-05-09 01:31:10 transreid.train INFO: Epoch 88 done. Time per epoch: 250.539[s] Speed: 46.7[samples/s]
2024-05-09 01:31:24 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.084, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-09 01:32:32 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-09 01:35:21 transreid.train INFO: Epoch 89 done. Time per epoch: 251.905[s] Speed: 46.7[samples/s]
2024-05-09 01:35:36 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.066, Acc: 0.995, Base Lr: 1.19e-03
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2024-05-09 01:37:11 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-09 01:38:47 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.049, Acc: 0.999, Base Lr: 1.19e-03
2024-05-09 01:39:01 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.047, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-09 01:39:32 transreid.train INFO: Epoch 90 done. Time per epoch: 250.680[s] Speed: 46.7[samples/s]
2024-05-09 01:39:46 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.11e-03
2024-05-09 01:40:00 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.044, Acc: 0.997, Base Lr: 1.11e-03
2024-05-09 01:40:14 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.11e-03
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2024-05-09 01:41:08 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.11e-03
2024-05-09 01:41:22 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-09 01:42:03 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.11e-03
2024-05-09 01:42:17 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.11e-03
2024-05-09 01:42:30 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.11e-03
2024-05-09 01:42:44 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.11e-03
2024-05-09 01:42:58 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.11e-03
2024-05-09 01:43:11 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.045, Acc: 0.999, Base Lr: 1.11e-03
2024-05-09 01:43:25 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.044, Acc: 0.999, Base Lr: 1.11e-03
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2024-05-09 01:43:43 transreid.train INFO: Epoch 91 done. Time per epoch: 250.618[s] Speed: 46.7[samples/s]
2024-05-09 01:43:57 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.065, Acc: 0.998, Base Lr: 1.04e-03
2024-05-09 01:44:11 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.055, Acc: 0.999, Base Lr: 1.04e-03
2024-05-09 01:44:24 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.052, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-09 01:45:05 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.051, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-09 01:47:08 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.044, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-09 01:47:53 transreid.train INFO: Epoch 92 done. Time per epoch: 250.578[s] Speed: 46.7[samples/s]
2024-05-09 01:48:08 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.059, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-09 01:51:19 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.042, Acc: 0.999, Base Lr: 9.72e-04
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2024-05-09 01:52:04 transreid.train INFO: Epoch 93 done. Time per epoch: 250.619[s] Speed: 46.7[samples/s]
2024-05-09 01:52:18 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 9.06e-04
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2024-05-09 01:56:14 transreid.train INFO: Epoch 94 done. Time per epoch: 250.282[s] Speed: 46.8[samples/s]
2024-05-09 01:56:28 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 8.41e-04
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2024-05-09 01:58:31 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.047, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-09 02:00:07 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.041, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-09 02:00:26 transreid.train INFO: Epoch 95 done. Time per epoch: 251.669[s] Speed: 46.8[samples/s]
2024-05-09 02:00:40 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.069, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:00:54 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.064, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-09 02:02:16 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.050, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-09 02:02:57 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.048, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:03:10 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.048, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:03:24 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.047, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:03:38 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.046, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:03:51 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.046, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:04:05 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.045, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:04:19 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.045, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:04:32 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.045, Acc: 0.998, Base Lr: 7.78e-04
2024-05-09 02:04:36 transreid.train INFO: Epoch 96 done. Time per epoch: 250.426[s] Speed: 46.8[samples/s]
2024-05-09 02:04:51 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.074, Acc: 0.998, Base Lr: 7.18e-04
2024-05-09 02:05:04 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.073, Acc: 0.995, Base Lr: 7.18e-04
2024-05-09 02:05:18 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.062, Acc: 0.996, Base Lr: 7.18e-04
2024-05-09 02:05:32 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.057, Acc: 0.996, Base Lr: 7.18e-04
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2024-05-09 02:05:59 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.052, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:06:12 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.057, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:06:26 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-09 02:06:53 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.057, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:07:07 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.058, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:07:21 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:07:34 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.056, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:07:48 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:08:02 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.053, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:08:15 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.054, Acc: 0.996, Base Lr: 7.18e-04
2024-05-09 02:08:29 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.052, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:08:43 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.050, Acc: 0.997, Base Lr: 7.18e-04
2024-05-09 02:08:48 transreid.train INFO: Epoch 97 done. Time per epoch: 251.815[s] Speed: 46.8[samples/s]
2024-05-09 02:09:02 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 6.60e-04
2024-05-09 02:09:16 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.039, Acc: 0.999, Base Lr: 6.60e-04
2024-05-09 02:09:30 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:09:43 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.049, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:09:57 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.049, Acc: 0.997, Base Lr: 6.60e-04
2024-05-09 02:10:11 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.049, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:10:24 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.049, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:10:38 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.048, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:10:52 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.048, Acc: 0.997, Base Lr: 6.60e-04
2024-05-09 02:11:05 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.047, Acc: 0.997, Base Lr: 6.60e-04
2024-05-09 02:11:19 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.046, Acc: 0.997, Base Lr: 6.60e-04
2024-05-09 02:11:33 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:11:46 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.045, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:12:00 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.043, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:12:14 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.043, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:12:27 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:12:41 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:12:55 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.60e-04
2024-05-09 02:13:00 transreid.train INFO: Epoch 98 done. Time per epoch: 251.942[s] Speed: 46.7[samples/s]
2024-05-09 02:13:14 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:13:28 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.043, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:13:42 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.041, Acc: 0.997, Base Lr: 6.04e-04
2024-05-09 02:13:55 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.055, Acc: 0.997, Base Lr: 6.04e-04
2024-05-09 02:14:09 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.051, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:14:23 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.050, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:14:36 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.051, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:14:50 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.049, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:15:04 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.049, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:15:17 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:15:31 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.046, Acc: 0.999, Base Lr: 6.04e-04
2024-05-09 02:15:44 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.044, Acc: 0.999, Base Lr: 6.04e-04
2024-05-09 02:15:58 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:16:12 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:16:25 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:16:39 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.042, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:16:53 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.041, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:17:06 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.04e-04
2024-05-09 02:17:12 transreid.train INFO: Epoch 99 done. Time per epoch: 251.745[s] Speed: 46.8[samples/s]
2024-05-09 02:17:26 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.090, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:17:40 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.067, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:17:53 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:18:07 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.067, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:18:21 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:18:34 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:18:48 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:19:01 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:19:15 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:19:29 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.057, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:19:42 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.055, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:19:56 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.053, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:20:10 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.053, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:20:23 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.051, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:20:37 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.050, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:20:51 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:21:04 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.049, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:21:18 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.048, Acc: 0.998, Base Lr: 5.51e-04
2024-05-09 02:21:23 transreid.train INFO: Epoch 100 done. Time per epoch: 251.549[s] Speed: 46.8[samples/s]
2024-05-09 02:22:37 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 02:22:37 transreid.train INFO: mAP: 80.3%
2024-05-09 02:22:37 transreid.train INFO: CMC curve, Rank-1  :91.7%
2024-05-09 02:22:37 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-05-09 02:22:37 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-09 02:22:52 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:23:05 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.043, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:23:19 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.044, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:23:33 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.043, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:23:46 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.041, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:24:00 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.042, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:24:14 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.041, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:24:27 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.041, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:24:41 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.043, Acc: 0.999, Base Lr: 5.00e-04
2024-05-09 02:24:54 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:25:08 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.045, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:25:22 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.044, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:25:35 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.047, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:25:49 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.048, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:26:03 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.047, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:26:16 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.045, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:26:30 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.045, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:26:44 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.044, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 02:26:48 transreid.train INFO: Epoch 101 done. Time per epoch: 250.240[s] Speed: 46.8[samples/s]
2024-05-09 02:27:02 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.51e-04
2024-05-09 02:27:16 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.070, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:27:29 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.060, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:27:43 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.053, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:27:57 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:28:10 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.051, Acc: 0.999, Base Lr: 4.51e-04
2024-05-09 02:28:24 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:28:37 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:28:51 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:29:05 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:29:18 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:29:32 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:29:46 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.045, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:29:59 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:30:13 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:30:27 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:30:40 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:30:54 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.51e-04
2024-05-09 02:30:58 transreid.train INFO: Epoch 102 done. Time per epoch: 250.270[s] Speed: 46.8[samples/s]
2024-05-09 02:31:12 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.05e-04
2024-05-09 02:31:26 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.05e-04
2024-05-09 02:31:39 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.036, Acc: 0.999, Base Lr: 4.05e-04
2024-05-09 02:31:53 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.041, Acc: 0.999, Base Lr: 4.05e-04
2024-05-09 02:32:07 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.042, Acc: 0.999, Base Lr: 4.05e-04
2024-05-09 02:32:20 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.05e-04
2024-05-09 02:32:34 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.05e-04
2024-05-09 02:32:48 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.053, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-09 02:35:10 transreid.train INFO: Epoch 103 done. Time per epoch: 251.585[s] Speed: 46.8[samples/s]
2024-05-09 02:35:24 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.064, Acc: 0.997, Base Lr: 3.61e-04
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2024-05-09 02:39:21 transreid.train INFO: Epoch 104 done. Time per epoch: 251.561[s] Speed: 46.8[samples/s]
2024-05-09 02:39:35 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.054, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-09 02:43:31 transreid.train INFO: Epoch 105 done. Time per epoch: 250.155[s] Speed: 46.8[samples/s]
2024-05-09 02:43:45 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 2.81e-04
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2024-05-09 02:47:43 transreid.train INFO: Epoch 106 done. Time per epoch: 251.679[s] Speed: 46.8[samples/s]
2024-05-09 02:47:57 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.040, Acc: 1.000, Base Lr: 2.45e-04
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2024-05-09 02:51:55 transreid.train INFO: Epoch 107 done. Time per epoch: 251.646[s] Speed: 46.8[samples/s]
2024-05-09 02:52:09 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.048, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-09 02:56:06 transreid.train INFO: Epoch 108 done. Time per epoch: 251.621[s] Speed: 46.8[samples/s]
2024-05-09 02:56:20 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.057, Acc: 1.000, Base Lr: 1.80e-04
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2024-05-09 03:00:18 transreid.train INFO: Epoch 109 done. Time per epoch: 251.597[s] Speed: 46.8[samples/s]
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2024-05-09 03:04:28 transreid.train INFO: Epoch 110 done. Time per epoch: 250.280[s] Speed: 46.8[samples/s]
2024-05-09 03:04:42 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.042, Acc: 1.000, Base Lr: 1.26e-04
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2024-05-09 03:08:40 transreid.train INFO: Epoch 111 done. Time per epoch: 251.771[s] Speed: 46.8[samples/s]
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2024-05-09 03:12:51 transreid.train INFO: Epoch 112 done. Time per epoch: 251.508[s] Speed: 46.8[samples/s]
2024-05-09 03:13:06 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 8.28e-05
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2024-05-09 03:17:02 transreid.train INFO: Epoch 113 done. Time per epoch: 250.170[s] Speed: 46.8[samples/s]
2024-05-09 03:17:16 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.038, Acc: 1.000, Base Lr: 6.51e-05
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2024-05-09 03:21:13 transreid.train INFO: Epoch 114 done. Time per epoch: 251.711[s] Speed: 46.8[samples/s]
2024-05-09 03:21:27 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.035, Acc: 1.000, Base Lr: 5.02e-05
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2024-05-09 03:25:24 transreid.train INFO: Epoch 115 done. Time per epoch: 250.284[s] Speed: 46.8[samples/s]
2024-05-09 03:25:38 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-09 03:29:35 transreid.train INFO: Epoch 116 done. Time per epoch: 251.680[s] Speed: 46.8[samples/s]
2024-05-09 03:29:49 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-09 03:33:47 transreid.train INFO: Epoch 117 done. Time per epoch: 251.339[s] Speed: 46.9[samples/s]
2024-05-09 03:34:01 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.042, Acc: 1.000, Base Lr: 2.15e-05
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2024-05-09 03:37:58 transreid.train INFO: Epoch 118 done. Time per epoch: 251.670[s] Speed: 46.8[samples/s]
2024-05-09 03:38:13 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-09 03:40:15 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.043, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:40:29 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.041, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:40:43 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.041, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:40:56 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:41:10 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:41:23 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:41:37 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:41:51 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:42:04 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.74e-05
2024-05-09 03:42:10 transreid.train INFO: Epoch 119 done. Time per epoch: 251.608[s] Speed: 46.8[samples/s]
2024-05-09 03:42:24 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 03:42:38 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 03:42:51 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 03:43:05 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:43:19 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:43:32 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:43:46 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:44:00 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:44:13 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:44:27 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:44:41 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:44:54 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:45:08 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:45:22 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:45:35 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:45:49 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:46:02 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:46:16 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 03:46:22 transreid.train INFO: Epoch 120 done. Time per epoch: 251.743[s] Speed: 46.8[samples/s]
2024-05-09 03:47:36 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 03:47:36 transreid.train INFO: mAP: 80.4%
2024-05-09 03:47:36 transreid.train INFO: CMC curve, Rank-1  :91.6%
2024-05-09 03:47:36 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-05-09 03:47:36 transreid.train INFO: CMC curve, Rank-10 :98.2%
