2024-04-28 01:31:33 transreid INFO: Saving model in the path :log/bs_exp/ConvNext_Small_MSMT17/256bs_lr0.0016_ep120_warm20_seed0
2024-04-28 01:31:33 transreid INFO: Loaded configuration file configs/msmt17/convnext_small.yml
2024-04-28 01:31:33 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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: 1
  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: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/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/bs_exp/ConvNext_Small_MSMT17/256bs_lr0.0016_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0016
  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: 10
  GAMMA: 0.1
  IMS_PER_BATCH: 256
  LARGE_FC_LR: False
  LOG_PERIOD: 5
  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: 
2024-04-28 01:31:33 transreid.check INFO: Dataset statistics:
2024-04-28 01:31:33 transreid.check INFO:   ----------------------------------------
2024-04-28 01:31:33 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-28 01:31:33 transreid.check INFO:   ----------------------------------------
2024-04-28 01:31:33 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-28 01:31:33 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-28 01:31:33 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-28 01:31:33 transreid.check INFO:   ----------------------------------------
2024-04-28 01:31:39 transreid INFO: ===========using cosine learning rate=======
2024-04-28 01:31:39 transreid.train INFO: start training
2024-04-28 01:31:46 transreid.train INFO: Epoch[1] Iter[5/122] Loss: 24.961, Acc: 0.000, Base Lr: 9.52e-05
2024-04-28 01:31:49 transreid.train INFO: Epoch[1] Iter[10/122] Loss: 24.459, Acc: 0.000, Base Lr: 9.52e-05
2024-04-28 01:31:53 transreid.train INFO: Epoch[1] Iter[15/122] Loss: 23.003, Acc: 0.000, Base Lr: 9.52e-05
2024-04-28 01:31:56 transreid.train INFO: Epoch[1] Iter[20/122] Loss: 21.125, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:31:59 transreid.train INFO: Epoch[1] Iter[25/122] Loss: 19.640, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:03 transreid.train INFO: Epoch[1] Iter[30/122] Loss: 18.544, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:06 transreid.train INFO: Epoch[1] Iter[35/122] Loss: 17.617, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:09 transreid.train INFO: Epoch[1] Iter[40/122] Loss: 16.726, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:13 transreid.train INFO: Epoch[1] Iter[45/122] Loss: 15.878, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:16 transreid.train INFO: Epoch[1] Iter[50/122] Loss: 15.141, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:19 transreid.train INFO: Epoch[1] Iter[55/122] Loss: 14.520, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:22 transreid.train INFO: Epoch[1] Iter[60/122] Loss: 14.006, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:26 transreid.train INFO: Epoch[1] Iter[65/122] Loss: 13.562, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:29 transreid.train INFO: Epoch[1] Iter[70/122] Loss: 13.177, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:32 transreid.train INFO: Epoch[1] Iter[75/122] Loss: 12.842, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:36 transreid.train INFO: Epoch[1] Iter[80/122] Loss: 12.550, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:39 transreid.train INFO: Epoch[1] Iter[85/122] Loss: 12.286, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:42 transreid.train INFO: Epoch[1] Iter[90/122] Loss: 12.052, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:46 transreid.train INFO: Epoch[1] Iter[95/122] Loss: 11.843, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:49 transreid.train INFO: Epoch[1] Iter[100/122] Loss: 11.654, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:52 transreid.train INFO: Epoch[1] Iter[105/122] Loss: 11.483, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:56 transreid.train INFO: Epoch[1] Iter[110/122] Loss: 11.327, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 01:32:58 transreid.train INFO: Epoch 1 done. Time per epoch: 79.627[s] Speed: 366.5[samples/s]
2024-04-28 01:33:03 transreid.train INFO: Epoch[2] Iter[5/122] Loss: 7.970, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 01:33:06 transreid.train INFO: Epoch[2] Iter[10/122] Loss: 7.964, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 01:33:10 transreid.train INFO: Epoch[2] Iter[15/122] Loss: 7.965, Acc: 0.003, Base Lr: 1.74e-04
2024-04-28 01:33:13 transreid.train INFO: Epoch[2] Iter[20/122] Loss: 7.961, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 01:33:16 transreid.train INFO: Epoch[2] Iter[25/122] Loss: 7.953, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 01:33:19 transreid.train INFO: Epoch[2] Iter[30/122] Loss: 7.942, Acc: 0.003, Base Lr: 1.74e-04
2024-04-28 01:33:23 transreid.train INFO: Epoch[2] Iter[35/122] Loss: 7.935, Acc: 0.004, Base Lr: 1.74e-04
2024-04-28 01:33:26 transreid.train INFO: Epoch[2] Iter[40/122] Loss: 7.928, Acc: 0.005, Base Lr: 1.74e-04
2024-04-28 01:33:29 transreid.train INFO: Epoch[2] Iter[45/122] Loss: 7.922, Acc: 0.005, Base Lr: 1.74e-04
2024-04-28 01:33:33 transreid.train INFO: Epoch[2] Iter[50/122] Loss: 7.917, Acc: 0.006, Base Lr: 1.74e-04
2024-04-28 01:33:36 transreid.train INFO: Epoch[2] Iter[55/122] Loss: 7.913, Acc: 0.007, Base Lr: 1.74e-04
2024-04-28 01:33:39 transreid.train INFO: Epoch[2] Iter[60/122] Loss: 7.908, Acc: 0.008, Base Lr: 1.74e-04
2024-04-28 01:33:43 transreid.train INFO: Epoch[2] Iter[65/122] Loss: 7.904, Acc: 0.008, Base Lr: 1.74e-04
2024-04-28 01:33:46 transreid.train INFO: Epoch[2] Iter[70/122] Loss: 7.899, Acc: 0.009, Base Lr: 1.74e-04
2024-04-28 01:33:49 transreid.train INFO: Epoch[2] Iter[75/122] Loss: 7.895, Acc: 0.010, Base Lr: 1.74e-04
2024-04-28 01:33:52 transreid.train INFO: Epoch[2] Iter[80/122] Loss: 7.892, Acc: 0.011, Base Lr: 1.74e-04
2024-04-28 01:33:56 transreid.train INFO: Epoch[2] Iter[85/122] Loss: 7.889, Acc: 0.013, Base Lr: 1.74e-04
2024-04-28 01:33:59 transreid.train INFO: Epoch[2] Iter[90/122] Loss: 7.887, Acc: 0.015, Base Lr: 1.74e-04
2024-04-28 01:34:02 transreid.train INFO: Epoch[2] Iter[95/122] Loss: 7.885, Acc: 0.018, Base Lr: 1.74e-04
2024-04-28 01:34:06 transreid.train INFO: Epoch[2] Iter[100/122] Loss: 7.881, Acc: 0.023, Base Lr: 1.74e-04
2024-04-28 01:34:09 transreid.train INFO: Epoch[2] Iter[105/122] Loss: 7.880, Acc: 0.030, Base Lr: 1.74e-04
2024-04-28 01:34:12 transreid.train INFO: Epoch[2] Iter[110/122] Loss: 7.877, Acc: 0.038, Base Lr: 1.74e-04
2024-04-28 01:34:14 transreid.train INFO: Epoch 2 done. Time per epoch: 76.046[s] Speed: 380.4[samples/s]
2024-04-28 01:34:19 transreid.train INFO: Epoch[3] Iter[5/122] Loss: 7.758, Acc: 0.065, Base Lr: 2.54e-04
2024-04-28 01:34:22 transreid.train INFO: Epoch[3] Iter[10/122] Loss: 7.769, Acc: 0.061, Base Lr: 2.54e-04
2024-04-28 01:34:26 transreid.train INFO: Epoch[3] Iter[15/122] Loss: 7.770, Acc: 0.067, Base Lr: 2.54e-04
2024-04-28 01:34:29 transreid.train INFO: Epoch[3] Iter[20/122] Loss: 7.762, Acc: 0.067, Base Lr: 2.54e-04
2024-04-28 01:34:32 transreid.train INFO: Epoch[3] Iter[25/122] Loss: 7.763, Acc: 0.066, Base Lr: 2.54e-04
2024-04-28 01:34:36 transreid.train INFO: Epoch[3] Iter[30/122] Loss: 7.758, Acc: 0.069, Base Lr: 2.54e-04
2024-04-28 01:34:39 transreid.train INFO: Epoch[3] Iter[35/122] Loss: 7.756, Acc: 0.069, Base Lr: 2.54e-04
2024-04-28 01:34:42 transreid.train INFO: Epoch[3] Iter[40/122] Loss: 7.752, Acc: 0.072, Base Lr: 2.54e-04
2024-04-28 01:34:46 transreid.train INFO: Epoch[3] Iter[45/122] Loss: 7.749, Acc: 0.076, Base Lr: 2.54e-04
2024-04-28 01:34:49 transreid.train INFO: Epoch[3] Iter[50/122] Loss: 7.748, Acc: 0.078, Base Lr: 2.54e-04
2024-04-28 01:34:52 transreid.train INFO: Epoch[3] Iter[55/122] Loss: 7.743, Acc: 0.085, Base Lr: 2.54e-04
2024-04-28 01:34:56 transreid.train INFO: Epoch[3] Iter[60/122] Loss: 7.739, Acc: 0.093, Base Lr: 2.54e-04
2024-04-28 01:34:59 transreid.train INFO: Epoch[3] Iter[65/122] Loss: 7.738, Acc: 0.098, Base Lr: 2.54e-04
2024-04-28 01:35:02 transreid.train INFO: Epoch[3] Iter[70/122] Loss: 7.732, Acc: 0.103, Base Lr: 2.54e-04
2024-04-28 01:35:06 transreid.train INFO: Epoch[3] Iter[75/122] Loss: 7.728, Acc: 0.112, Base Lr: 2.54e-04
2024-04-28 01:35:09 transreid.train INFO: Epoch[3] Iter[80/122] Loss: 7.725, Acc: 0.119, Base Lr: 2.54e-04
2024-04-28 01:35:12 transreid.train INFO: Epoch[3] Iter[85/122] Loss: 7.719, Acc: 0.131, Base Lr: 2.54e-04
2024-04-28 01:35:16 transreid.train INFO: Epoch[3] Iter[90/122] Loss: 7.715, Acc: 0.141, Base Lr: 2.54e-04
2024-04-28 01:35:19 transreid.train INFO: Epoch[3] Iter[95/122] Loss: 7.713, Acc: 0.152, Base Lr: 2.54e-04
2024-04-28 01:35:22 transreid.train INFO: Epoch[3] Iter[100/122] Loss: 7.709, Acc: 0.164, Base Lr: 2.54e-04
2024-04-28 01:35:26 transreid.train INFO: Epoch[3] Iter[105/122] Loss: 7.706, Acc: 0.179, Base Lr: 2.54e-04
2024-04-28 01:35:29 transreid.train INFO: Epoch[3] Iter[110/122] Loss: 7.702, Acc: 0.195, Base Lr: 2.54e-04
2024-04-28 01:35:31 transreid.train INFO: Epoch 3 done. Time per epoch: 76.752[s] Speed: 376.9[samples/s]
2024-04-28 01:35:36 transreid.train INFO: Epoch[4] Iter[5/122] Loss: 7.596, Acc: 0.130, Base Lr: 3.33e-04
2024-04-28 01:35:39 transreid.train INFO: Epoch[4] Iter[10/122] Loss: 7.604, Acc: 0.132, Base Lr: 3.33e-04
2024-04-28 01:35:42 transreid.train INFO: Epoch[4] Iter[15/122] Loss: 7.612, Acc: 0.136, Base Lr: 3.33e-04
2024-04-28 01:35:46 transreid.train INFO: Epoch[4] Iter[20/122] Loss: 7.610, Acc: 0.135, Base Lr: 3.33e-04
2024-04-28 01:35:49 transreid.train INFO: Epoch[4] Iter[25/122] Loss: 7.609, Acc: 0.134, Base Lr: 3.33e-04
2024-04-28 01:35:52 transreid.train INFO: Epoch[4] Iter[30/122] Loss: 7.598, Acc: 0.142, Base Lr: 3.33e-04
2024-04-28 01:35:56 transreid.train INFO: Epoch[4] Iter[35/122] Loss: 7.594, Acc: 0.145, Base Lr: 3.33e-04
2024-04-28 01:35:59 transreid.train INFO: Epoch[4] Iter[40/122] Loss: 7.593, Acc: 0.145, Base Lr: 3.33e-04
2024-04-28 01:36:02 transreid.train INFO: Epoch[4] Iter[45/122] Loss: 7.588, Acc: 0.148, Base Lr: 3.33e-04
2024-04-28 01:36:06 transreid.train INFO: Epoch[4] Iter[50/122] Loss: 7.582, Acc: 0.149, Base Lr: 3.33e-04
2024-04-28 01:36:09 transreid.train INFO: Epoch[4] Iter[55/122] Loss: 7.580, Acc: 0.151, Base Lr: 3.33e-04
2024-04-28 01:36:12 transreid.train INFO: Epoch[4] Iter[60/122] Loss: 7.572, Acc: 0.155, Base Lr: 3.33e-04
2024-04-28 01:36:16 transreid.train INFO: Epoch[4] Iter[65/122] Loss: 7.568, Acc: 0.163, Base Lr: 3.33e-04
2024-04-28 01:36:19 transreid.train INFO: Epoch[4] Iter[70/122] Loss: 7.561, Acc: 0.170, Base Lr: 3.33e-04
2024-04-28 01:36:22 transreid.train INFO: Epoch[4] Iter[75/122] Loss: 7.556, Acc: 0.174, Base Lr: 3.33e-04
2024-04-28 01:36:26 transreid.train INFO: Epoch[4] Iter[80/122] Loss: 7.550, Acc: 0.181, Base Lr: 3.33e-04
2024-04-28 01:36:29 transreid.train INFO: Epoch[4] Iter[85/122] Loss: 7.542, Acc: 0.191, Base Lr: 3.33e-04
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2024-04-28 01:36:36 transreid.train INFO: Epoch[4] Iter[95/122] Loss: 7.532, Acc: 0.214, Base Lr: 3.33e-04
2024-04-28 01:36:39 transreid.train INFO: Epoch[4] Iter[100/122] Loss: 7.526, Acc: 0.226, Base Lr: 3.33e-04
2024-04-28 01:36:42 transreid.train INFO: Epoch[4] Iter[105/122] Loss: 7.518, Acc: 0.243, Base Lr: 3.33e-04
2024-04-28 01:36:46 transreid.train INFO: Epoch[4] Iter[110/122] Loss: 7.509, Acc: 0.263, Base Lr: 3.33e-04
2024-04-28 01:36:49 transreid.train INFO: Epoch 4 done. Time per epoch: 77.429[s] Speed: 376.9[samples/s]
2024-04-28 01:36:53 transreid.train INFO: Epoch[5] Iter[5/122] Loss: 7.434, Acc: 0.153, Base Lr: 4.12e-04
2024-04-28 01:36:57 transreid.train INFO: Epoch[5] Iter[10/122] Loss: 7.455, Acc: 0.145, Base Lr: 4.12e-04
2024-04-28 01:37:00 transreid.train INFO: Epoch[5] Iter[15/122] Loss: 7.433, Acc: 0.145, Base Lr: 4.12e-04
2024-04-28 01:37:03 transreid.train INFO: Epoch[5] Iter[20/122] Loss: 7.433, Acc: 0.143, Base Lr: 4.12e-04
2024-04-28 01:37:07 transreid.train INFO: Epoch[5] Iter[25/122] Loss: 7.428, Acc: 0.142, Base Lr: 4.12e-04
2024-04-28 01:37:10 transreid.train INFO: Epoch[5] Iter[30/122] Loss: 7.429, Acc: 0.144, Base Lr: 4.12e-04
2024-04-28 01:37:13 transreid.train INFO: Epoch[5] Iter[35/122] Loss: 7.421, Acc: 0.142, Base Lr: 4.12e-04
2024-04-28 01:37:17 transreid.train INFO: Epoch[5] Iter[40/122] Loss: 7.419, Acc: 0.144, Base Lr: 4.12e-04
2024-04-28 01:37:20 transreid.train INFO: Epoch[5] Iter[45/122] Loss: 7.416, Acc: 0.146, Base Lr: 4.12e-04
2024-04-28 01:37:23 transreid.train INFO: Epoch[5] Iter[50/122] Loss: 7.409, Acc: 0.150, Base Lr: 4.12e-04
2024-04-28 01:37:27 transreid.train INFO: Epoch[5] Iter[55/122] Loss: 7.398, Acc: 0.156, Base Lr: 4.12e-04
2024-04-28 01:37:30 transreid.train INFO: Epoch[5] Iter[60/122] Loss: 7.387, Acc: 0.161, Base Lr: 4.12e-04
2024-04-28 01:37:34 transreid.train INFO: Epoch[5] Iter[65/122] Loss: 7.374, Acc: 0.166, Base Lr: 4.12e-04
2024-04-28 01:37:37 transreid.train INFO: Epoch[5] Iter[70/122] Loss: 7.368, Acc: 0.174, Base Lr: 4.12e-04
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2024-04-28 01:37:44 transreid.train INFO: Epoch[5] Iter[80/122] Loss: 7.352, Acc: 0.188, Base Lr: 4.12e-04
2024-04-28 01:37:47 transreid.train INFO: Epoch[5] Iter[85/122] Loss: 7.343, Acc: 0.198, Base Lr: 4.12e-04
2024-04-28 01:37:50 transreid.train INFO: Epoch[5] Iter[90/122] Loss: 7.334, Acc: 0.209, Base Lr: 4.12e-04
2024-04-28 01:37:54 transreid.train INFO: Epoch[5] Iter[95/122] Loss: 7.324, Acc: 0.222, Base Lr: 4.12e-04
2024-04-28 01:37:57 transreid.train INFO: Epoch[5] Iter[100/122] Loss: 7.311, Acc: 0.238, Base Lr: 4.12e-04
2024-04-28 01:38:00 transreid.train INFO: Epoch[5] Iter[105/122] Loss: 7.296, Acc: 0.258, Base Lr: 4.12e-04
2024-04-28 01:38:04 transreid.train INFO: Epoch[5] Iter[110/122] Loss: 7.279, Acc: 0.280, Base Lr: 4.12e-04
2024-04-28 01:38:06 transreid.train INFO: Epoch 5 done. Time per epoch: 77.799[s] Speed: 375.1[samples/s]
2024-04-28 01:38:11 transreid.train INFO: Epoch[6] Iter[5/122] Loss: 7.259, Acc: 0.133, Base Lr: 4.91e-04
2024-04-28 01:38:14 transreid.train INFO: Epoch[6] Iter[10/122] Loss: 7.229, Acc: 0.139, Base Lr: 4.91e-04
2024-04-28 01:38:18 transreid.train INFO: Epoch[6] Iter[15/122] Loss: 7.229, Acc: 0.137, Base Lr: 4.91e-04
2024-04-28 01:38:21 transreid.train INFO: Epoch[6] Iter[20/122] Loss: 7.212, Acc: 0.132, Base Lr: 4.91e-04
2024-04-28 01:38:24 transreid.train INFO: Epoch[6] Iter[25/122] Loss: 7.213, Acc: 0.139, Base Lr: 4.91e-04
2024-04-28 01:38:28 transreid.train INFO: Epoch[6] Iter[30/122] Loss: 7.211, Acc: 0.139, Base Lr: 4.91e-04
2024-04-28 01:38:31 transreid.train INFO: Epoch[6] Iter[35/122] Loss: 7.211, Acc: 0.141, Base Lr: 4.91e-04
2024-04-28 01:38:34 transreid.train INFO: Epoch[6] Iter[40/122] Loss: 7.202, Acc: 0.142, Base Lr: 4.91e-04
2024-04-28 01:38:38 transreid.train INFO: Epoch[6] Iter[45/122] Loss: 7.184, Acc: 0.149, Base Lr: 4.91e-04
2024-04-28 01:38:41 transreid.train INFO: Epoch[6] Iter[50/122] Loss: 7.174, Acc: 0.150, Base Lr: 4.91e-04
2024-04-28 01:38:44 transreid.train INFO: Epoch[6] Iter[55/122] Loss: 7.164, Acc: 0.154, Base Lr: 4.91e-04
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2024-04-28 01:39:24 transreid.train INFO: Epoch 6 done. Time per epoch: 77.551[s] Speed: 376.3[samples/s]
2024-04-28 01:39:29 transreid.train INFO: Epoch[7] Iter[5/122] Loss: 7.017, Acc: 0.130, Base Lr: 5.70e-04
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2024-04-28 01:40:42 transreid.train INFO: Epoch 7 done. Time per epoch: 77.840[s] Speed: 374.9[samples/s]
2024-04-28 01:40:46 transreid.train INFO: Epoch[8] Iter[5/122] Loss: 6.713, Acc: 0.137, Base Lr: 6.50e-04
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2024-04-28 01:41:59 transreid.train INFO: Epoch 8 done. Time per epoch: 77.613[s] Speed: 376.0[samples/s]
2024-04-28 01:42:04 transreid.train INFO: Epoch[9] Iter[5/122] Loss: 6.411, Acc: 0.108, Base Lr: 7.29e-04
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2024-04-28 01:43:08 transreid.train INFO: Epoch[9] Iter[100/122] Loss: 5.961, Acc: 0.240, Base Lr: 7.29e-04
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2024-04-28 01:43:17 transreid.train INFO: Epoch 9 done. Time per epoch: 77.774[s] Speed: 375.2[samples/s]
2024-04-28 01:43:22 transreid.train INFO: Epoch[10] Iter[5/122] Loss: 6.249, Acc: 0.120, Base Lr: 8.08e-04
2024-04-28 01:43:25 transreid.train INFO: Epoch[10] Iter[10/122] Loss: 6.155, Acc: 0.138, Base Lr: 8.08e-04
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2024-04-28 01:44:18 transreid.train INFO: Epoch[10] Iter[90/122] Loss: 5.657, Acc: 0.228, Base Lr: 8.08e-04
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2024-04-28 01:44:34 transreid.train INFO: Epoch 10 done. Time per epoch: 77.224[s] Speed: 377.9[samples/s]
2024-04-28 01:48:10 transreid.train INFO: Validation Results - Epoch: 10
2024-04-28 01:48:10 transreid.train INFO: mAP: 62.6%
2024-04-28 01:48:10 transreid.train INFO: CMC curve, Rank-1  :83.2%
2024-04-28 01:48:10 transreid.train INFO: CMC curve, Rank-5  :91.0%
2024-04-28 01:48:10 transreid.train INFO: CMC curve, Rank-10 :93.1%
2024-04-28 01:48:16 transreid.train INFO: Epoch[11] Iter[5/122] Loss: 5.720, Acc: 0.184, Base Lr: 8.87e-04
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2024-04-28 01:48:36 transreid.train INFO: Epoch[11] Iter[35/122] Loss: 5.680, Acc: 0.169, Base Lr: 8.87e-04
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2024-04-28 01:49:28 transreid.train INFO: Epoch 11 done. Time per epoch: 78.659[s] Speed: 371.0[samples/s]
2024-04-28 01:49:35 transreid.train INFO: Epoch[12] Iter[5/122] Loss: 5.435, Acc: 0.163, Base Lr: 9.66e-04
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2024-04-28 01:50:48 transreid.train INFO: Epoch 12 done. Time per epoch: 79.349[s] Speed: 367.8[samples/s]
2024-04-28 01:50:55 transreid.train INFO: Epoch[13] Iter[5/122] Loss: 5.193, Acc: 0.198, Base Lr: 1.05e-03
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2024-04-28 01:52:08 transreid.train INFO: Epoch 13 done. Time per epoch: 80.278[s] Speed: 366.7[samples/s]
2024-04-28 01:52:15 transreid.train INFO: Epoch[14] Iter[5/122] Loss: 6.893, Acc: 0.085, Base Lr: 1.12e-03
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2024-04-28 01:53:28 transreid.train INFO: Epoch 14 done. Time per epoch: 80.218[s] Speed: 363.8[samples/s]
2024-04-28 01:53:36 transreid.train INFO: Epoch[15] Iter[5/122] Loss: 5.822, Acc: 0.216, Base Lr: 1.20e-03
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2024-04-28 01:54:49 transreid.train INFO: Epoch 15 done. Time per epoch: 80.501[s] Speed: 362.5[samples/s]
2024-04-28 01:54:56 transreid.train INFO: Epoch[16] Iter[5/122] Loss: 5.494, Acc: 0.259, Base Lr: 1.28e-03
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2024-04-28 01:56:08 transreid.train INFO: Epoch 16 done. Time per epoch: 79.482[s] Speed: 364.0[samples/s]
2024-04-28 01:56:15 transreid.train INFO: Epoch[17] Iter[5/122] Loss: 4.929, Acc: 0.334, Base Lr: 1.36e-03
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2024-04-28 01:57:28 transreid.train INFO: Epoch 17 done. Time per epoch: 79.816[s] Speed: 365.6[samples/s]
2024-04-28 01:57:35 transreid.train INFO: Epoch[18] Iter[5/122] Loss: 4.926, Acc: 0.360, Base Lr: 1.44e-03
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2024-04-28 01:58:47 transreid.train INFO: Epoch 18 done. Time per epoch: 79.183[s] Speed: 365.3[samples/s]
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2024-04-28 02:00:07 transreid.train INFO: Epoch 19 done. Time per epoch: 80.133[s] Speed: 364.2[samples/s]
2024-04-28 02:00:15 transreid.train INFO: Epoch[20] Iter[5/122] Loss: 4.191, Acc: 0.488, Base Lr: 1.49e-03
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2024-04-28 02:01:27 transreid.train INFO: Epoch 20 done. Time per epoch: 79.799[s] Speed: 362.5[samples/s]
2024-04-28 02:05:13 transreid.train INFO: Validation Results - Epoch: 20
2024-04-28 02:05:13 transreid.train INFO: mAP: 61.5%
2024-04-28 02:05:13 transreid.train INFO: CMC curve, Rank-1  :82.5%
2024-04-28 02:05:13 transreid.train INFO: CMC curve, Rank-5  :90.4%
2024-04-28 02:05:13 transreid.train INFO: CMC curve, Rank-10 :92.5%
2024-04-28 02:05:21 transreid.train INFO: Epoch[21] Iter[5/122] Loss: 3.843, Acc: 0.567, Base Lr: 1.48e-03
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2024-04-28 02:06:34 transreid.train INFO: Epoch 21 done. Time per epoch: 80.784[s] Speed: 364.4[samples/s]
2024-04-28 02:06:42 transreid.train INFO: Epoch[22] Iter[5/122] Loss: 3.776, Acc: 0.580, Base Lr: 1.47e-03
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2024-04-28 02:07:55 transreid.train INFO: Epoch 22 done. Time per epoch: 80.908[s] Speed: 357.5[samples/s]
2024-04-28 02:08:04 transreid.train INFO: Epoch[23] Iter[5/122] Loss: 3.479, Acc: 0.639, Base Lr: 1.46e-03
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2024-04-28 02:09:17 transreid.train INFO: Epoch 23 done. Time per epoch: 81.752[s] Speed: 353.8[samples/s]
2024-04-28 02:09:26 transreid.train INFO: Epoch[24] Iter[5/122] Loss: 3.316, Acc: 0.659, Base Lr: 1.45e-03
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2024-04-28 02:10:39 transreid.train INFO: Epoch 24 done. Time per epoch: 82.527[s] Speed: 353.6[samples/s]
2024-04-28 02:10:48 transreid.train INFO: Epoch[25] Iter[5/122] Loss: 3.067, Acc: 0.714, Base Lr: 1.44e-03
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2024-04-28 02:12:01 transreid.train INFO: Epoch 25 done. Time per epoch: 81.691[s] Speed: 357.2[samples/s]
2024-04-28 02:12:10 transreid.train INFO: Epoch[26] Iter[5/122] Loss: 3.032, Acc: 0.732, Base Lr: 1.42e-03
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2024-04-28 02:13:23 transreid.train INFO: Epoch 26 done. Time per epoch: 81.473[s] Speed: 355.1[samples/s]
2024-04-28 02:13:32 transreid.train INFO: Epoch[27] Iter[5/122] Loss: 2.726, Acc: 0.788, Base Lr: 1.41e-03
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2024-04-28 02:14:44 transreid.train INFO: Epoch 27 done. Time per epoch: 81.606[s] Speed: 354.5[samples/s]
2024-04-28 02:14:53 transreid.train INFO: Epoch[28] Iter[5/122] Loss: 2.458, Acc: 0.839, Base Lr: 1.39e-03
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2024-04-28 02:15:56 transreid.train INFO: Epoch[28] Iter[100/122] Loss: 2.128, Acc: 0.915, Base Lr: 1.39e-03
2024-04-28 02:16:00 transreid.train INFO: Epoch[28] Iter[105/122] Loss: 2.107, Acc: 0.918, Base Lr: 1.39e-03
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2024-04-28 02:16:07 transreid.train INFO: Epoch 28 done. Time per epoch: 82.472[s] Speed: 353.9[samples/s]
2024-04-28 02:16:15 transreid.train INFO: Epoch[29] Iter[5/122] Loss: 2.390, Acc: 0.851, Base Lr: 1.38e-03
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2024-04-28 02:17:19 transreid.train INFO: Epoch[29] Iter[100/122] Loss: 2.050, Acc: 0.924, Base Lr: 1.38e-03
2024-04-28 02:17:22 transreid.train INFO: Epoch[29] Iter[105/122] Loss: 2.026, Acc: 0.927, Base Lr: 1.38e-03
2024-04-28 02:17:25 transreid.train INFO: Epoch[29] Iter[110/122] Loss: 2.003, Acc: 0.930, Base Lr: 1.38e-03
2024-04-28 02:17:28 transreid.train INFO: Epoch 29 done. Time per epoch: 81.270[s] Speed: 355.9[samples/s]
2024-04-28 02:17:37 transreid.train INFO: Epoch[30] Iter[5/122] Loss: 2.357, Acc: 0.848, Base Lr: 1.37e-03
2024-04-28 02:17:40 transreid.train INFO: Epoch[30] Iter[10/122] Loss: 2.371, Acc: 0.843, Base Lr: 1.37e-03
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2024-04-28 02:18:13 transreid.train INFO: Epoch[30] Iter[60/122] Loss: 2.128, Acc: 0.910, Base Lr: 1.37e-03
2024-04-28 02:18:17 transreid.train INFO: Epoch[30] Iter[65/122] Loss: 2.108, Acc: 0.913, Base Lr: 1.37e-03
2024-04-28 02:18:20 transreid.train INFO: Epoch[30] Iter[70/122] Loss: 2.089, Acc: 0.917, Base Lr: 1.37e-03
2024-04-28 02:18:23 transreid.train INFO: Epoch[30] Iter[75/122] Loss: 2.066, Acc: 0.921, Base Lr: 1.37e-03
2024-04-28 02:18:27 transreid.train INFO: Epoch[30] Iter[80/122] Loss: 2.045, Acc: 0.924, Base Lr: 1.37e-03
2024-04-28 02:18:30 transreid.train INFO: Epoch[30] Iter[85/122] Loss: 2.026, Acc: 0.927, Base Lr: 1.37e-03
2024-04-28 02:18:33 transreid.train INFO: Epoch[30] Iter[90/122] Loss: 2.009, Acc: 0.931, Base Lr: 1.37e-03
2024-04-28 02:18:37 transreid.train INFO: Epoch[30] Iter[95/122] Loss: 1.992, Acc: 0.933, Base Lr: 1.37e-03
2024-04-28 02:18:40 transreid.train INFO: Epoch[30] Iter[100/122] Loss: 1.971, Acc: 0.935, Base Lr: 1.37e-03
2024-04-28 02:18:43 transreid.train INFO: Epoch[30] Iter[105/122] Loss: 1.950, Acc: 0.938, Base Lr: 1.37e-03
2024-04-28 02:18:47 transreid.train INFO: Epoch[30] Iter[110/122] Loss: 1.930, Acc: 0.940, Base Lr: 1.37e-03
2024-04-28 02:18:50 transreid.train INFO: Epoch 30 done. Time per epoch: 81.706[s] Speed: 354.0[samples/s]
2024-04-28 02:22:36 transreid.train INFO: Validation Results - Epoch: 30
2024-04-28 02:22:36 transreid.train INFO: mAP: 68.1%
2024-04-28 02:22:36 transreid.train INFO: CMC curve, Rank-1  :86.8%
2024-04-28 02:22:36 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-04-28 02:22:36 transreid.train INFO: CMC curve, Rank-10 :94.6%
2024-04-28 02:22:44 transreid.train INFO: Epoch[31] Iter[5/122] Loss: 2.310, Acc: 0.882, Base Lr: 1.35e-03
2024-04-28 02:22:47 transreid.train INFO: Epoch[31] Iter[10/122] Loss: 2.280, Acc: 0.881, Base Lr: 1.35e-03
2024-04-28 02:22:51 transreid.train INFO: Epoch[31] Iter[15/122] Loss: 2.208, Acc: 0.898, Base Lr: 1.35e-03
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2024-04-28 02:22:57 transreid.train INFO: Epoch[31] Iter[25/122] Loss: 2.177, Acc: 0.901, Base Lr: 1.35e-03
2024-04-28 02:23:00 transreid.train INFO: Epoch[31] Iter[30/122] Loss: 2.154, Acc: 0.906, Base Lr: 1.35e-03
2024-04-28 02:23:04 transreid.train INFO: Epoch[31] Iter[35/122] Loss: 2.152, Acc: 0.907, Base Lr: 1.35e-03
2024-04-28 02:23:07 transreid.train INFO: Epoch[31] Iter[40/122] Loss: 2.132, Acc: 0.910, Base Lr: 1.35e-03
2024-04-28 02:23:10 transreid.train INFO: Epoch[31] Iter[45/122] Loss: 2.117, Acc: 0.913, Base Lr: 1.35e-03
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2024-04-28 02:23:20 transreid.train INFO: Epoch[31] Iter[60/122] Loss: 2.058, Acc: 0.925, Base Lr: 1.35e-03
2024-04-28 02:23:23 transreid.train INFO: Epoch[31] Iter[65/122] Loss: 2.042, Acc: 0.927, Base Lr: 1.35e-03
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2024-04-28 02:23:50 transreid.train INFO: Epoch[31] Iter[105/122] Loss: 1.900, Acc: 0.946, Base Lr: 1.35e-03
2024-04-28 02:23:53 transreid.train INFO: Epoch[31] Iter[110/122] Loss: 1.882, Acc: 0.947, Base Lr: 1.35e-03
2024-04-28 02:23:56 transreid.train INFO: Epoch 31 done. Time per epoch: 80.342[s] Speed: 360.1[samples/s]
2024-04-28 02:24:05 transreid.train INFO: Epoch[32] Iter[5/122] Loss: 2.114, Acc: 0.910, Base Lr: 1.34e-03
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2024-04-28 02:25:17 transreid.train INFO: Epoch 32 done. Time per epoch: 81.242[s] Speed: 359.2[samples/s]
2024-04-28 02:25:26 transreid.train INFO: Epoch[33] Iter[5/122] Loss: 2.302, Acc: 0.857, Base Lr: 1.32e-03
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2024-04-28 02:26:39 transreid.train INFO: Epoch 33 done. Time per epoch: 81.259[s] Speed: 359.1[samples/s]
2024-04-28 02:26:47 transreid.train INFO: Epoch[34] Iter[5/122] Loss: 2.083, Acc: 0.895, Base Lr: 1.30e-03
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2024-04-28 02:28:00 transreid.train INFO: Epoch 34 done. Time per epoch: 81.129[s] Speed: 359.7[samples/s]
2024-04-28 02:28:08 transreid.train INFO: Epoch[35] Iter[5/122] Loss: 2.095, Acc: 0.896, Base Lr: 1.29e-03
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2024-04-28 02:29:20 transreid.train INFO: Epoch 35 done. Time per epoch: 80.517[s] Speed: 359.3[samples/s]
2024-04-28 02:29:28 transreid.train INFO: Epoch[36] Iter[5/122] Loss: 2.023, Acc: 0.915, Base Lr: 1.27e-03
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2024-04-28 02:30:42 transreid.train INFO: Epoch 36 done. Time per epoch: 81.144[s] Speed: 359.7[samples/s]
2024-04-28 02:30:50 transreid.train INFO: Epoch[37] Iter[5/122] Loss: 1.936, Acc: 0.918, Base Lr: 1.25e-03
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2024-04-28 02:32:03 transreid.train INFO: Epoch 37 done. Time per epoch: 81.402[s] Speed: 358.5[samples/s]
2024-04-28 02:32:11 transreid.train INFO: Epoch[38] Iter[5/122] Loss: 1.892, Acc: 0.928, Base Lr: 1.24e-03
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2024-04-28 02:33:24 transreid.train INFO: Epoch 38 done. Time per epoch: 80.578[s] Speed: 362.2[samples/s]
2024-04-28 02:33:32 transreid.train INFO: Epoch[39] Iter[5/122] Loss: 1.784, Acc: 0.955, Base Lr: 1.22e-03
2024-04-28 02:33:35 transreid.train INFO: Epoch[39] Iter[10/122] Loss: 1.822, Acc: 0.943, Base Lr: 1.22e-03
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2024-04-28 02:34:34 transreid.train INFO: Epoch[39] Iter[100/122] Loss: 1.607, Acc: 0.976, Base Lr: 1.22e-03
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2024-04-28 02:34:44 transreid.train INFO: Epoch 39 done. Time per epoch: 80.563[s] Speed: 359.1[samples/s]
2024-04-28 02:34:52 transreid.train INFO: Epoch[40] Iter[5/122] Loss: 1.773, Acc: 0.955, Base Lr: 1.20e-03
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2024-04-28 02:35:35 transreid.train INFO: Epoch[40] Iter[70/122] Loss: 1.654, Acc: 0.972, Base Lr: 1.20e-03
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2024-04-28 02:35:58 transreid.train INFO: Epoch[40] Iter[105/122] Loss: 1.591, Acc: 0.978, Base Lr: 1.20e-03
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2024-04-28 02:36:05 transreid.train INFO: Epoch 40 done. Time per epoch: 81.086[s] Speed: 359.9[samples/s]
2024-04-28 02:39:46 transreid.train INFO: Validation Results - Epoch: 40
2024-04-28 02:39:46 transreid.train INFO: mAP: 68.4%
2024-04-28 02:39:46 transreid.train INFO: CMC curve, Rank-1  :87.0%
2024-04-28 02:39:46 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-04-28 02:39:46 transreid.train INFO: CMC curve, Rank-10 :94.6%
2024-04-28 02:39:54 transreid.train INFO: Epoch[41] Iter[5/122] Loss: 1.772, Acc: 0.946, Base Lr: 1.18e-03
2024-04-28 02:39:58 transreid.train INFO: Epoch[41] Iter[10/122] Loss: 1.741, Acc: 0.956, Base Lr: 1.18e-03
2024-04-28 02:40:01 transreid.train INFO: Epoch[41] Iter[15/122] Loss: 1.736, Acc: 0.960, Base Lr: 1.18e-03
2024-04-28 02:40:04 transreid.train INFO: Epoch[41] Iter[20/122] Loss: 1.728, Acc: 0.962, Base Lr: 1.18e-03
2024-04-28 02:40:08 transreid.train INFO: Epoch[41] Iter[25/122] Loss: 1.725, Acc: 0.963, Base Lr: 1.18e-03
2024-04-28 02:40:11 transreid.train INFO: Epoch[41] Iter[30/122] Loss: 1.711, Acc: 0.965, Base Lr: 1.18e-03
2024-04-28 02:40:14 transreid.train INFO: Epoch[41] Iter[35/122] Loss: 1.696, Acc: 0.967, Base Lr: 1.18e-03
2024-04-28 02:40:17 transreid.train INFO: Epoch[41] Iter[40/122] Loss: 1.681, Acc: 0.969, Base Lr: 1.18e-03
2024-04-28 02:40:21 transreid.train INFO: Epoch[41] Iter[45/122] Loss: 1.667, Acc: 0.970, Base Lr: 1.18e-03
2024-04-28 02:40:24 transreid.train INFO: Epoch[41] Iter[50/122] Loss: 1.658, Acc: 0.971, Base Lr: 1.18e-03
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2024-04-28 02:40:31 transreid.train INFO: Epoch[41] Iter[60/122] Loss: 1.634, Acc: 0.975, Base Lr: 1.18e-03
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2024-04-28 02:40:50 transreid.train INFO: Epoch[41] Iter[90/122] Loss: 1.583, Acc: 0.979, Base Lr: 1.18e-03
2024-04-28 02:40:54 transreid.train INFO: Epoch[41] Iter[95/122] Loss: 1.578, Acc: 0.979, Base Lr: 1.18e-03
2024-04-28 02:40:57 transreid.train INFO: Epoch[41] Iter[100/122] Loss: 1.570, Acc: 0.980, Base Lr: 1.18e-03
2024-04-28 02:41:00 transreid.train INFO: Epoch[41] Iter[105/122] Loss: 1.561, Acc: 0.980, Base Lr: 1.18e-03
2024-04-28 02:41:04 transreid.train INFO: Epoch[41] Iter[110/122] Loss: 1.553, Acc: 0.981, Base Lr: 1.18e-03
2024-04-28 02:41:06 transreid.train INFO: Epoch 41 done. Time per epoch: 80.277[s] Speed: 360.4[samples/s]
2024-04-28 02:41:15 transreid.train INFO: Epoch[42] Iter[5/122] Loss: 1.723, Acc: 0.958, Base Lr: 1.16e-03
2024-04-28 02:41:18 transreid.train INFO: Epoch[42] Iter[10/122] Loss: 1.666, Acc: 0.968, Base Lr: 1.16e-03
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2024-04-28 02:41:28 transreid.train INFO: Epoch[42] Iter[25/122] Loss: 1.673, Acc: 0.969, Base Lr: 1.16e-03
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2024-04-28 02:41:38 transreid.train INFO: Epoch[42] Iter[40/122] Loss: 1.646, Acc: 0.971, Base Lr: 1.16e-03
2024-04-28 02:41:41 transreid.train INFO: Epoch[42] Iter[45/122] Loss: 1.638, Acc: 0.973, Base Lr: 1.16e-03
2024-04-28 02:41:45 transreid.train INFO: Epoch[42] Iter[50/122] Loss: 1.630, Acc: 0.974, Base Lr: 1.16e-03
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2024-04-28 02:41:51 transreid.train INFO: Epoch[42] Iter[60/122] Loss: 1.612, Acc: 0.976, Base Lr: 1.16e-03
2024-04-28 02:41:55 transreid.train INFO: Epoch[42] Iter[65/122] Loss: 1.603, Acc: 0.977, Base Lr: 1.16e-03
2024-04-28 02:41:58 transreid.train INFO: Epoch[42] Iter[70/122] Loss: 1.596, Acc: 0.978, Base Lr: 1.16e-03
2024-04-28 02:42:01 transreid.train INFO: Epoch[42] Iter[75/122] Loss: 1.589, Acc: 0.978, Base Lr: 1.16e-03
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2024-04-28 02:42:11 transreid.train INFO: Epoch[42] Iter[90/122] Loss: 1.565, Acc: 0.980, Base Lr: 1.16e-03
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2024-04-28 02:42:18 transreid.train INFO: Epoch[42] Iter[100/122] Loss: 1.551, Acc: 0.981, Base Lr: 1.16e-03
2024-04-28 02:42:21 transreid.train INFO: Epoch[42] Iter[105/122] Loss: 1.545, Acc: 0.981, Base Lr: 1.16e-03
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2024-04-28 02:42:28 transreid.train INFO: Epoch 42 done. Time per epoch: 81.449[s] Speed: 358.3[samples/s]
2024-04-28 02:42:36 transreid.train INFO: Epoch[43] Iter[5/122] Loss: 1.674, Acc: 0.955, Base Lr: 1.15e-03
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2024-04-28 02:42:53 transreid.train INFO: Epoch[43] Iter[30/122] Loss: 1.626, Acc: 0.973, Base Lr: 1.15e-03
2024-04-28 02:42:56 transreid.train INFO: Epoch[43] Iter[35/122] Loss: 1.611, Acc: 0.974, Base Lr: 1.15e-03
2024-04-28 02:42:59 transreid.train INFO: Epoch[43] Iter[40/122] Loss: 1.606, Acc: 0.974, Base Lr: 1.15e-03
2024-04-28 02:43:03 transreid.train INFO: Epoch[43] Iter[45/122] Loss: 1.597, Acc: 0.975, Base Lr: 1.15e-03
2024-04-28 02:43:06 transreid.train INFO: Epoch[43] Iter[50/122] Loss: 1.595, Acc: 0.975, Base Lr: 1.15e-03
2024-04-28 02:43:09 transreid.train INFO: Epoch[43] Iter[55/122] Loss: 1.585, Acc: 0.976, Base Lr: 1.15e-03
2024-04-28 02:43:13 transreid.train INFO: Epoch[43] Iter[60/122] Loss: 1.579, Acc: 0.977, Base Lr: 1.15e-03
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2024-04-28 02:43:39 transreid.train INFO: Epoch[43] Iter[100/122] Loss: 1.534, Acc: 0.981, Base Lr: 1.15e-03
2024-04-28 02:43:42 transreid.train INFO: Epoch[43] Iter[105/122] Loss: 1.527, Acc: 0.982, Base Lr: 1.15e-03
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2024-04-28 02:43:49 transreid.train INFO: Epoch 43 done. Time per epoch: 81.217[s] Speed: 359.3[samples/s]
2024-04-28 02:43:57 transreid.train INFO: Epoch[44] Iter[5/122] Loss: 1.683, Acc: 0.955, Base Lr: 1.13e-03
2024-04-28 02:44:01 transreid.train INFO: Epoch[44] Iter[10/122] Loss: 1.640, Acc: 0.963, Base Lr: 1.13e-03
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2024-04-28 02:44:14 transreid.train INFO: Epoch[44] Iter[30/122] Loss: 1.607, Acc: 0.974, Base Lr: 1.13e-03
2024-04-28 02:44:17 transreid.train INFO: Epoch[44] Iter[35/122] Loss: 1.598, Acc: 0.974, Base Lr: 1.13e-03
2024-04-28 02:44:21 transreid.train INFO: Epoch[44] Iter[40/122] Loss: 1.600, Acc: 0.974, Base Lr: 1.13e-03
2024-04-28 02:44:24 transreid.train INFO: Epoch[44] Iter[45/122] Loss: 1.596, Acc: 0.974, Base Lr: 1.13e-03
2024-04-28 02:44:27 transreid.train INFO: Epoch[44] Iter[50/122] Loss: 1.588, Acc: 0.976, Base Lr: 1.13e-03
2024-04-28 02:44:31 transreid.train INFO: Epoch[44] Iter[55/122] Loss: 1.584, Acc: 0.976, Base Lr: 1.13e-03
2024-04-28 02:44:34 transreid.train INFO: Epoch[44] Iter[60/122] Loss: 1.573, Acc: 0.978, Base Lr: 1.13e-03
2024-04-28 02:44:37 transreid.train INFO: Epoch[44] Iter[65/122] Loss: 1.568, Acc: 0.978, Base Lr: 1.13e-03
2024-04-28 02:44:40 transreid.train INFO: Epoch[44] Iter[70/122] Loss: 1.563, Acc: 0.979, Base Lr: 1.13e-03
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2024-04-28 02:45:00 transreid.train INFO: Epoch[44] Iter[100/122] Loss: 1.519, Acc: 0.982, Base Lr: 1.13e-03
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2024-04-28 02:45:11 transreid.train INFO: Epoch 44 done. Time per epoch: 81.395[s] Speed: 358.5[samples/s]
2024-04-28 02:45:19 transreid.train INFO: Epoch[45] Iter[5/122] Loss: 1.656, Acc: 0.964, Base Lr: 1.11e-03
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2024-04-28 02:45:29 transreid.train INFO: Epoch[45] Iter[20/122] Loss: 1.634, Acc: 0.969, Base Lr: 1.11e-03
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2024-04-28 02:45:35 transreid.train INFO: Epoch[45] Iter[30/122] Loss: 1.594, Acc: 0.975, Base Lr: 1.11e-03
2024-04-28 02:45:39 transreid.train INFO: Epoch[45] Iter[35/122] Loss: 1.583, Acc: 0.976, Base Lr: 1.11e-03
2024-04-28 02:45:42 transreid.train INFO: Epoch[45] Iter[40/122] Loss: 1.581, Acc: 0.977, Base Lr: 1.11e-03
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2024-04-28 02:46:31 transreid.train INFO: Epoch 45 done. Time per epoch: 80.369[s] Speed: 359.9[samples/s]
2024-04-28 02:46:39 transreid.train INFO: Epoch[46] Iter[5/122] Loss: 1.678, Acc: 0.968, Base Lr: 1.09e-03
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2024-04-28 02:47:52 transreid.train INFO: Epoch 46 done. Time per epoch: 81.096[s] Speed: 359.9[samples/s]
2024-04-28 02:48:00 transreid.train INFO: Epoch[47] Iter[5/122] Loss: 1.600, Acc: 0.962, Base Lr: 1.07e-03
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2024-04-28 02:48:40 transreid.train INFO: Epoch[47] Iter[65/122] Loss: 1.520, Acc: 0.983, Base Lr: 1.07e-03
2024-04-28 02:48:43 transreid.train INFO: Epoch[47] Iter[70/122] Loss: 1.514, Acc: 0.984, Base Lr: 1.07e-03
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2024-04-28 02:49:03 transreid.train INFO: Epoch[47] Iter[100/122] Loss: 1.480, Acc: 0.986, Base Lr: 1.07e-03
2024-04-28 02:49:06 transreid.train INFO: Epoch[47] Iter[105/122] Loss: 1.473, Acc: 0.986, Base Lr: 1.07e-03
2024-04-28 02:49:10 transreid.train INFO: Epoch[47] Iter[110/122] Loss: 1.467, Acc: 0.987, Base Lr: 1.07e-03
2024-04-28 02:49:12 transreid.train INFO: Epoch 47 done. Time per epoch: 80.340[s] Speed: 360.1[samples/s]
2024-04-28 02:49:21 transreid.train INFO: Epoch[48] Iter[5/122] Loss: 1.567, Acc: 0.976, Base Lr: 1.05e-03
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2024-04-28 02:50:00 transreid.train INFO: Epoch[48] Iter[65/122] Loss: 1.495, Acc: 0.985, Base Lr: 1.05e-03
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2024-04-28 02:50:07 transreid.train INFO: Epoch[48] Iter[75/122] Loss: 1.486, Acc: 0.986, Base Lr: 1.05e-03
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2024-04-28 02:50:24 transreid.train INFO: Epoch[48] Iter[100/122] Loss: 1.457, Acc: 0.988, Base Lr: 1.05e-03
2024-04-28 02:50:27 transreid.train INFO: Epoch[48] Iter[105/122] Loss: 1.452, Acc: 0.988, Base Lr: 1.05e-03
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2024-04-28 02:50:34 transreid.train INFO: Epoch 48 done. Time per epoch: 81.345[s] Speed: 358.8[samples/s]
2024-04-28 02:50:42 transreid.train INFO: Epoch[49] Iter[5/122] Loss: 1.581, Acc: 0.977, Base Lr: 1.03e-03
2024-04-28 02:50:45 transreid.train INFO: Epoch[49] Iter[10/122] Loss: 1.550, Acc: 0.982, Base Lr: 1.03e-03
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2024-04-28 02:50:59 transreid.train INFO: Epoch[49] Iter[30/122] Loss: 1.537, Acc: 0.984, Base Lr: 1.03e-03
2024-04-28 02:51:02 transreid.train INFO: Epoch[49] Iter[35/122] Loss: 1.527, Acc: 0.984, Base Lr: 1.03e-03
2024-04-28 02:51:05 transreid.train INFO: Epoch[49] Iter[40/122] Loss: 1.524, Acc: 0.984, Base Lr: 1.03e-03
2024-04-28 02:51:08 transreid.train INFO: Epoch[49] Iter[45/122] Loss: 1.514, Acc: 0.985, Base Lr: 1.03e-03
2024-04-28 02:51:12 transreid.train INFO: Epoch[49] Iter[50/122] Loss: 1.508, Acc: 0.985, Base Lr: 1.03e-03
2024-04-28 02:51:15 transreid.train INFO: Epoch[49] Iter[55/122] Loss: 1.505, Acc: 0.985, Base Lr: 1.03e-03
2024-04-28 02:51:18 transreid.train INFO: Epoch[49] Iter[60/122] Loss: 1.497, Acc: 0.986, Base Lr: 1.03e-03
2024-04-28 02:51:22 transreid.train INFO: Epoch[49] Iter[65/122] Loss: 1.490, Acc: 0.987, Base Lr: 1.03e-03
2024-04-28 02:51:25 transreid.train INFO: Epoch[49] Iter[70/122] Loss: 1.481, Acc: 0.987, Base Lr: 1.03e-03
2024-04-28 02:51:28 transreid.train INFO: Epoch[49] Iter[75/122] Loss: 1.477, Acc: 0.988, Base Lr: 1.03e-03
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2024-04-28 02:51:35 transreid.train INFO: Epoch[49] Iter[85/122] Loss: 1.467, Acc: 0.988, Base Lr: 1.03e-03
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2024-04-28 02:51:41 transreid.train INFO: Epoch[49] Iter[95/122] Loss: 1.455, Acc: 0.989, Base Lr: 1.03e-03
2024-04-28 02:51:45 transreid.train INFO: Epoch[49] Iter[100/122] Loss: 1.449, Acc: 0.989, Base Lr: 1.03e-03
2024-04-28 02:51:48 transreid.train INFO: Epoch[49] Iter[105/122] Loss: 1.446, Acc: 0.989, Base Lr: 1.03e-03
2024-04-28 02:51:51 transreid.train INFO: Epoch[49] Iter[110/122] Loss: 1.440, Acc: 0.990, Base Lr: 1.03e-03
2024-04-28 02:51:54 transreid.train INFO: Epoch 49 done. Time per epoch: 80.569[s] Speed: 359.0[samples/s]
2024-04-28 02:52:03 transreid.train INFO: Epoch[50] Iter[5/122] Loss: 1.549, Acc: 0.975, Base Lr: 1.01e-03
2024-04-28 02:52:06 transreid.train INFO: Epoch[50] Iter[10/122] Loss: 1.527, Acc: 0.984, Base Lr: 1.01e-03
2024-04-28 02:52:09 transreid.train INFO: Epoch[50] Iter[15/122] Loss: 1.538, Acc: 0.985, Base Lr: 1.01e-03
2024-04-28 02:52:12 transreid.train INFO: Epoch[50] Iter[20/122] Loss: 1.536, Acc: 0.985, Base Lr: 1.01e-03
2024-04-28 02:52:16 transreid.train INFO: Epoch[50] Iter[25/122] Loss: 1.531, Acc: 0.985, Base Lr: 1.01e-03
2024-04-28 02:52:19 transreid.train INFO: Epoch[50] Iter[30/122] Loss: 1.519, Acc: 0.986, Base Lr: 1.01e-03
2024-04-28 02:52:22 transreid.train INFO: Epoch[50] Iter[35/122] Loss: 1.514, Acc: 0.986, Base Lr: 1.01e-03
2024-04-28 02:52:26 transreid.train INFO: Epoch[50] Iter[40/122] Loss: 1.506, Acc: 0.986, Base Lr: 1.01e-03
2024-04-28 02:52:29 transreid.train INFO: Epoch[50] Iter[45/122] Loss: 1.500, Acc: 0.987, Base Lr: 1.01e-03
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2024-04-28 02:52:42 transreid.train INFO: Epoch[50] Iter[65/122] Loss: 1.481, Acc: 0.988, Base Lr: 1.01e-03
2024-04-28 02:52:45 transreid.train INFO: Epoch[50] Iter[70/122] Loss: 1.478, Acc: 0.988, Base Lr: 1.01e-03
2024-04-28 02:52:49 transreid.train INFO: Epoch[50] Iter[75/122] Loss: 1.472, Acc: 0.989, Base Lr: 1.01e-03
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2024-04-28 02:52:55 transreid.train INFO: Epoch[50] Iter[85/122] Loss: 1.460, Acc: 0.989, Base Lr: 1.01e-03
2024-04-28 02:52:58 transreid.train INFO: Epoch[50] Iter[90/122] Loss: 1.454, Acc: 0.989, Base Lr: 1.01e-03
2024-04-28 02:53:02 transreid.train INFO: Epoch[50] Iter[95/122] Loss: 1.448, Acc: 0.990, Base Lr: 1.01e-03
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2024-04-28 02:53:08 transreid.train INFO: Epoch[50] Iter[105/122] Loss: 1.439, Acc: 0.990, Base Lr: 1.01e-03
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2024-04-28 02:53:15 transreid.train INFO: Epoch 50 done. Time per epoch: 80.392[s] Speed: 359.8[samples/s]
2024-04-28 02:56:55 transreid.train INFO: Validation Results - Epoch: 50
2024-04-28 02:56:55 transreid.train INFO: mAP: 68.7%
2024-04-28 02:56:55 transreid.train INFO: CMC curve, Rank-1  :87.5%
2024-04-28 02:56:55 transreid.train INFO: CMC curve, Rank-5  :93.3%
2024-04-28 02:56:55 transreid.train INFO: CMC curve, Rank-10 :94.8%
2024-04-28 02:57:04 transreid.train INFO: Epoch[51] Iter[5/122] Loss: 1.500, Acc: 0.975, Base Lr: 9.88e-04
2024-04-28 02:57:07 transreid.train INFO: Epoch[51] Iter[10/122] Loss: 1.527, Acc: 0.977, Base Lr: 9.88e-04
2024-04-28 02:57:10 transreid.train INFO: Epoch[51] Iter[15/122] Loss: 1.498, Acc: 0.982, Base Lr: 9.88e-04
2024-04-28 02:57:14 transreid.train INFO: Epoch[51] Iter[20/122] Loss: 1.492, Acc: 0.984, Base Lr: 9.88e-04
2024-04-28 02:57:17 transreid.train INFO: Epoch[51] Iter[25/122] Loss: 1.501, Acc: 0.983, Base Lr: 9.88e-04
2024-04-28 02:57:20 transreid.train INFO: Epoch[51] Iter[30/122] Loss: 1.496, Acc: 0.984, Base Lr: 9.88e-04
2024-04-28 02:57:23 transreid.train INFO: Epoch[51] Iter[35/122] Loss: 1.493, Acc: 0.985, Base Lr: 9.88e-04
2024-04-28 02:57:27 transreid.train INFO: Epoch[51] Iter[40/122] Loss: 1.489, Acc: 0.985, Base Lr: 9.88e-04
2024-04-28 02:57:30 transreid.train INFO: Epoch[51] Iter[45/122] Loss: 1.486, Acc: 0.985, Base Lr: 9.88e-04
2024-04-28 02:57:33 transreid.train INFO: Epoch[51] Iter[50/122] Loss: 1.482, Acc: 0.986, Base Lr: 9.88e-04
2024-04-28 02:57:37 transreid.train INFO: Epoch[51] Iter[55/122] Loss: 1.477, Acc: 0.987, Base Lr: 9.88e-04
2024-04-28 02:57:40 transreid.train INFO: Epoch[51] Iter[60/122] Loss: 1.472, Acc: 0.987, Base Lr: 9.88e-04
2024-04-28 02:57:43 transreid.train INFO: Epoch[51] Iter[65/122] Loss: 1.467, Acc: 0.988, Base Lr: 9.88e-04
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2024-04-28 02:58:17 transreid.train INFO: Epoch 51 done. Time per epoch: 81.707[s] Speed: 360.3[samples/s]
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2024-04-28 02:59:39 transreid.train INFO: Epoch 52 done. Time per epoch: 82.005[s] Speed: 355.9[samples/s]
2024-04-28 02:59:48 transreid.train INFO: Epoch[53] Iter[5/122] Loss: 1.496, Acc: 0.981, Base Lr: 9.47e-04
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2024-04-28 03:01:01 transreid.train INFO: Epoch 53 done. Time per epoch: 81.397[s] Speed: 358.5[samples/s]
2024-04-28 03:01:09 transreid.train INFO: Epoch[54] Iter[5/122] Loss: 1.504, Acc: 0.978, Base Lr: 9.26e-04
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2024-04-28 03:02:22 transreid.train INFO: Epoch 54 done. Time per epoch: 81.497[s] Speed: 358.1[samples/s]
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2024-04-28 03:03:43 transreid.train INFO: Epoch 55 done. Time per epoch: 81.404[s] Speed: 358.5[samples/s]
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2024-04-28 03:05:05 transreid.train INFO: Epoch 56 done. Time per epoch: 81.535[s] Speed: 357.9[samples/s]
2024-04-28 03:05:13 transreid.train INFO: Epoch[57] Iter[5/122] Loss: 1.477, Acc: 0.983, Base Lr: 8.64e-04
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2024-04-28 03:06:26 transreid.train INFO: Epoch 57 done. Time per epoch: 80.918[s] Speed: 357.5[samples/s]
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2024-04-28 03:07:11 transreid.train INFO: Epoch[58] Iter[60/122] Loss: 1.401, Acc: 0.991, Base Lr: 8.43e-04
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2024-04-28 03:07:47 transreid.train INFO: Epoch 58 done. Time per epoch: 81.363[s] Speed: 358.7[samples/s]
2024-04-28 03:07:56 transreid.train INFO: Epoch[59] Iter[5/122] Loss: 1.486, Acc: 0.987, Base Lr: 8.22e-04
2024-04-28 03:07:59 transreid.train INFO: Epoch[59] Iter[10/122] Loss: 1.496, Acc: 0.986, Base Lr: 8.22e-04
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2024-04-28 03:08:39 transreid.train INFO: Epoch[59] Iter[70/122] Loss: 1.406, Acc: 0.992, Base Lr: 8.22e-04
2024-04-28 03:08:42 transreid.train INFO: Epoch[59] Iter[75/122] Loss: 1.402, Acc: 0.993, Base Lr: 8.22e-04
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2024-04-28 03:08:58 transreid.train INFO: Epoch[59] Iter[100/122] Loss: 1.381, Acc: 0.993, Base Lr: 8.22e-04
2024-04-28 03:09:02 transreid.train INFO: Epoch[59] Iter[105/122] Loss: 1.377, Acc: 0.993, Base Lr: 8.22e-04
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2024-04-28 03:09:08 transreid.train INFO: Epoch 59 done. Time per epoch: 81.228[s] Speed: 359.3[samples/s]
2024-04-28 03:09:17 transreid.train INFO: Epoch[60] Iter[5/122] Loss: 1.442, Acc: 0.987, Base Lr: 8.02e-04
2024-04-28 03:09:20 transreid.train INFO: Epoch[60] Iter[10/122] Loss: 1.437, Acc: 0.989, Base Lr: 8.02e-04
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2024-04-28 03:09:53 transreid.train INFO: Epoch[60] Iter[60/122] Loss: 1.398, Acc: 0.992, Base Lr: 8.02e-04
2024-04-28 03:09:57 transreid.train INFO: Epoch[60] Iter[65/122] Loss: 1.396, Acc: 0.992, Base Lr: 8.02e-04
2024-04-28 03:10:00 transreid.train INFO: Epoch[60] Iter[70/122] Loss: 1.398, Acc: 0.992, Base Lr: 8.02e-04
2024-04-28 03:10:03 transreid.train INFO: Epoch[60] Iter[75/122] Loss: 1.390, Acc: 0.992, Base Lr: 8.02e-04
2024-04-28 03:10:07 transreid.train INFO: Epoch[60] Iter[80/122] Loss: 1.388, Acc: 0.992, Base Lr: 8.02e-04
2024-04-28 03:10:10 transreid.train INFO: Epoch[60] Iter[85/122] Loss: 1.383, Acc: 0.993, Base Lr: 8.02e-04
2024-04-28 03:10:13 transreid.train INFO: Epoch[60] Iter[90/122] Loss: 1.379, Acc: 0.993, Base Lr: 8.02e-04
2024-04-28 03:10:17 transreid.train INFO: Epoch[60] Iter[95/122] Loss: 1.376, Acc: 0.993, Base Lr: 8.02e-04
2024-04-28 03:10:20 transreid.train INFO: Epoch[60] Iter[100/122] Loss: 1.373, Acc: 0.993, Base Lr: 8.02e-04
2024-04-28 03:10:23 transreid.train INFO: Epoch[60] Iter[105/122] Loss: 1.369, Acc: 0.993, Base Lr: 8.02e-04
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2024-04-28 03:10:30 transreid.train INFO: Epoch 60 done. Time per epoch: 81.834[s] Speed: 356.6[samples/s]
2024-04-28 03:14:14 transreid.train INFO: Validation Results - Epoch: 60
2024-04-28 03:14:14 transreid.train INFO: mAP: 68.3%
2024-04-28 03:14:14 transreid.train INFO: CMC curve, Rank-1  :87.3%
2024-04-28 03:14:14 transreid.train INFO: CMC curve, Rank-5  :93.5%
2024-04-28 03:14:14 transreid.train INFO: CMC curve, Rank-10 :94.8%
2024-04-28 03:14:22 transreid.train INFO: Epoch[61] Iter[5/122] Loss: 1.458, Acc: 0.982, Base Lr: 7.81e-04
2024-04-28 03:14:26 transreid.train INFO: Epoch[61] Iter[10/122] Loss: 1.438, Acc: 0.988, Base Lr: 7.81e-04
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2024-04-28 03:14:32 transreid.train INFO: Epoch[61] Iter[20/122] Loss: 1.427, Acc: 0.989, Base Lr: 7.81e-04
2024-04-28 03:14:35 transreid.train INFO: Epoch[61] Iter[25/122] Loss: 1.422, Acc: 0.990, Base Lr: 7.81e-04
2024-04-28 03:14:39 transreid.train INFO: Epoch[61] Iter[30/122] Loss: 1.423, Acc: 0.990, Base Lr: 7.81e-04
2024-04-28 03:14:42 transreid.train INFO: Epoch[61] Iter[35/122] Loss: 1.413, Acc: 0.991, Base Lr: 7.81e-04
2024-04-28 03:14:45 transreid.train INFO: Epoch[61] Iter[40/122] Loss: 1.408, Acc: 0.991, Base Lr: 7.81e-04
2024-04-28 03:14:49 transreid.train INFO: Epoch[61] Iter[45/122] Loss: 1.405, Acc: 0.992, Base Lr: 7.81e-04
2024-04-28 03:14:52 transreid.train INFO: Epoch[61] Iter[50/122] Loss: 1.401, Acc: 0.992, Base Lr: 7.81e-04
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2024-04-28 03:14:59 transreid.train INFO: Epoch[61] Iter[60/122] Loss: 1.393, Acc: 0.992, Base Lr: 7.81e-04
2024-04-28 03:15:02 transreid.train INFO: Epoch[61] Iter[65/122] Loss: 1.392, Acc: 0.992, Base Lr: 7.81e-04
2024-04-28 03:15:05 transreid.train INFO: Epoch[61] Iter[70/122] Loss: 1.389, Acc: 0.992, Base Lr: 7.81e-04
2024-04-28 03:15:09 transreid.train INFO: Epoch[61] Iter[75/122] Loss: 1.387, Acc: 0.992, Base Lr: 7.81e-04
2024-04-28 03:15:12 transreid.train INFO: Epoch[61] Iter[80/122] Loss: 1.383, Acc: 0.993, Base Lr: 7.81e-04
2024-04-28 03:15:15 transreid.train INFO: Epoch[61] Iter[85/122] Loss: 1.379, Acc: 0.993, Base Lr: 7.81e-04
2024-04-28 03:15:19 transreid.train INFO: Epoch[61] Iter[90/122] Loss: 1.375, Acc: 0.993, Base Lr: 7.81e-04
2024-04-28 03:15:22 transreid.train INFO: Epoch[61] Iter[95/122] Loss: 1.372, Acc: 0.993, Base Lr: 7.81e-04
2024-04-28 03:15:25 transreid.train INFO: Epoch[61] Iter[100/122] Loss: 1.369, Acc: 0.993, Base Lr: 7.81e-04
2024-04-28 03:15:29 transreid.train INFO: Epoch[61] Iter[105/122] Loss: 1.366, Acc: 0.994, Base Lr: 7.81e-04
2024-04-28 03:15:32 transreid.train INFO: Epoch[61] Iter[110/122] Loss: 1.361, Acc: 0.994, Base Lr: 7.81e-04
2024-04-28 03:15:35 transreid.train INFO: Epoch 61 done. Time per epoch: 81.027[s] Speed: 357.0[samples/s]
2024-04-28 03:15:43 transreid.train INFO: Epoch[62] Iter[5/122] Loss: 1.430, Acc: 0.987, Base Lr: 7.60e-04
2024-04-28 03:15:47 transreid.train INFO: Epoch[62] Iter[10/122] Loss: 1.410, Acc: 0.989, Base Lr: 7.60e-04
2024-04-28 03:15:50 transreid.train INFO: Epoch[62] Iter[15/122] Loss: 1.400, Acc: 0.990, Base Lr: 7.60e-04
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2024-04-28 03:16:00 transreid.train INFO: Epoch[62] Iter[30/122] Loss: 1.403, Acc: 0.991, Base Lr: 7.60e-04
2024-04-28 03:16:03 transreid.train INFO: Epoch[62] Iter[35/122] Loss: 1.395, Acc: 0.992, Base Lr: 7.60e-04
2024-04-28 03:16:07 transreid.train INFO: Epoch[62] Iter[40/122] Loss: 1.395, Acc: 0.992, Base Lr: 7.60e-04
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2024-04-28 03:16:13 transreid.train INFO: Epoch[62] Iter[50/122] Loss: 1.388, Acc: 0.993, Base Lr: 7.60e-04
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2024-04-28 03:16:20 transreid.train INFO: Epoch[62] Iter[60/122] Loss: 1.383, Acc: 0.993, Base Lr: 7.60e-04
2024-04-28 03:16:23 transreid.train INFO: Epoch[62] Iter[65/122] Loss: 1.381, Acc: 0.993, Base Lr: 7.60e-04
2024-04-28 03:16:27 transreid.train INFO: Epoch[62] Iter[70/122] Loss: 1.377, Acc: 0.993, Base Lr: 7.60e-04
2024-04-28 03:16:30 transreid.train INFO: Epoch[62] Iter[75/122] Loss: 1.375, Acc: 0.993, Base Lr: 7.60e-04
2024-04-28 03:16:33 transreid.train INFO: Epoch[62] Iter[80/122] Loss: 1.372, Acc: 0.994, Base Lr: 7.60e-04
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2024-04-28 03:16:43 transreid.train INFO: Epoch[62] Iter[95/122] Loss: 1.361, Acc: 0.994, Base Lr: 7.60e-04
2024-04-28 03:16:47 transreid.train INFO: Epoch[62] Iter[100/122] Loss: 1.357, Acc: 0.994, Base Lr: 7.60e-04
2024-04-28 03:16:50 transreid.train INFO: Epoch[62] Iter[105/122] Loss: 1.353, Acc: 0.994, Base Lr: 7.60e-04
2024-04-28 03:16:53 transreid.train INFO: Epoch[62] Iter[110/122] Loss: 1.350, Acc: 0.994, Base Lr: 7.60e-04
2024-04-28 03:16:57 transreid.train INFO: Epoch 62 done. Time per epoch: 82.114[s] Speed: 355.4[samples/s]
2024-04-28 03:17:05 transreid.train INFO: Epoch[63] Iter[5/122] Loss: 1.428, Acc: 0.987, Base Lr: 7.39e-04
2024-04-28 03:17:08 transreid.train INFO: Epoch[63] Iter[10/122] Loss: 1.414, Acc: 0.989, Base Lr: 7.39e-04
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2024-04-28 03:17:22 transreid.train INFO: Epoch[63] Iter[30/122] Loss: 1.413, Acc: 0.993, Base Lr: 7.39e-04
2024-04-28 03:17:25 transreid.train INFO: Epoch[63] Iter[35/122] Loss: 1.410, Acc: 0.992, Base Lr: 7.39e-04
2024-04-28 03:17:29 transreid.train INFO: Epoch[63] Iter[40/122] Loss: 1.401, Acc: 0.993, Base Lr: 7.39e-04
2024-04-28 03:17:32 transreid.train INFO: Epoch[63] Iter[45/122] Loss: 1.394, Acc: 0.993, Base Lr: 7.39e-04
2024-04-28 03:17:35 transreid.train INFO: Epoch[63] Iter[50/122] Loss: 1.393, Acc: 0.993, Base Lr: 7.39e-04
2024-04-28 03:17:39 transreid.train INFO: Epoch[63] Iter[55/122] Loss: 1.388, Acc: 0.993, Base Lr: 7.39e-04
2024-04-28 03:17:42 transreid.train INFO: Epoch[63] Iter[60/122] Loss: 1.385, Acc: 0.994, Base Lr: 7.39e-04
2024-04-28 03:17:45 transreid.train INFO: Epoch[63] Iter[65/122] Loss: 1.383, Acc: 0.994, Base Lr: 7.39e-04
2024-04-28 03:17:49 transreid.train INFO: Epoch[63] Iter[70/122] Loss: 1.381, Acc: 0.994, Base Lr: 7.39e-04
2024-04-28 03:17:52 transreid.train INFO: Epoch[63] Iter[75/122] Loss: 1.377, Acc: 0.994, Base Lr: 7.39e-04
2024-04-28 03:17:55 transreid.train INFO: Epoch[63] Iter[80/122] Loss: 1.372, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:17:59 transreid.train INFO: Epoch[63] Iter[85/122] Loss: 1.370, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:18:02 transreid.train INFO: Epoch[63] Iter[90/122] Loss: 1.366, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:18:05 transreid.train INFO: Epoch[63] Iter[95/122] Loss: 1.363, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:18:08 transreid.train INFO: Epoch[63] Iter[100/122] Loss: 1.360, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:18:12 transreid.train INFO: Epoch[63] Iter[105/122] Loss: 1.358, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:18:15 transreid.train INFO: Epoch[63] Iter[110/122] Loss: 1.355, Acc: 0.995, Base Lr: 7.39e-04
2024-04-28 03:18:19 transreid.train INFO: Epoch 63 done. Time per epoch: 81.725[s] Speed: 357.1[samples/s]
2024-04-28 03:18:28 transreid.train INFO: Epoch[64] Iter[5/122] Loss: 1.426, Acc: 0.987, Base Lr: 7.18e-04
2024-04-28 03:18:31 transreid.train INFO: Epoch[64] Iter[10/122] Loss: 1.411, Acc: 0.984, Base Lr: 7.18e-04
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2024-04-28 03:18:44 transreid.train INFO: Epoch[64] Iter[30/122] Loss: 1.392, Acc: 0.992, Base Lr: 7.18e-04
2024-04-28 03:18:48 transreid.train INFO: Epoch[64] Iter[35/122] Loss: 1.391, Acc: 0.992, Base Lr: 7.18e-04
2024-04-28 03:18:51 transreid.train INFO: Epoch[64] Iter[40/122] Loss: 1.387, Acc: 0.992, Base Lr: 7.18e-04
2024-04-28 03:18:54 transreid.train INFO: Epoch[64] Iter[45/122] Loss: 1.384, Acc: 0.992, Base Lr: 7.18e-04
2024-04-28 03:18:57 transreid.train INFO: Epoch[64] Iter[50/122] Loss: 1.384, Acc: 0.992, Base Lr: 7.18e-04
2024-04-28 03:19:01 transreid.train INFO: Epoch[64] Iter[55/122] Loss: 1.382, Acc: 0.993, Base Lr: 7.18e-04
2024-04-28 03:19:04 transreid.train INFO: Epoch[64] Iter[60/122] Loss: 1.377, Acc: 0.993, Base Lr: 7.18e-04
2024-04-28 03:19:07 transreid.train INFO: Epoch[64] Iter[65/122] Loss: 1.374, Acc: 0.993, Base Lr: 7.18e-04
2024-04-28 03:19:11 transreid.train INFO: Epoch[64] Iter[70/122] Loss: 1.372, Acc: 0.994, Base Lr: 7.18e-04
2024-04-28 03:19:14 transreid.train INFO: Epoch[64] Iter[75/122] Loss: 1.369, Acc: 0.994, Base Lr: 7.18e-04
2024-04-28 03:19:17 transreid.train INFO: Epoch[64] Iter[80/122] Loss: 1.365, Acc: 0.994, Base Lr: 7.18e-04
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2024-04-28 03:19:31 transreid.train INFO: Epoch[64] Iter[100/122] Loss: 1.354, Acc: 0.994, Base Lr: 7.18e-04
2024-04-28 03:19:34 transreid.train INFO: Epoch[64] Iter[105/122] Loss: 1.349, Acc: 0.994, Base Lr: 7.18e-04
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2024-04-28 03:19:41 transreid.train INFO: Epoch 64 done. Time per epoch: 82.120[s] Speed: 355.4[samples/s]
2024-04-28 03:19:50 transreid.train INFO: Epoch[65] Iter[5/122] Loss: 1.418, Acc: 0.993, Base Lr: 6.97e-04
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2024-04-28 03:21:03 transreid.train INFO: Epoch 65 done. Time per epoch: 82.102[s] Speed: 355.5[samples/s]
2024-04-28 03:21:12 transreid.train INFO: Epoch[66] Iter[5/122] Loss: 1.379, Acc: 0.990, Base Lr: 6.77e-04
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2024-04-28 03:22:25 transreid.train INFO: Epoch 66 done. Time per epoch: 82.095[s] Speed: 355.5[samples/s]
2024-04-28 03:22:34 transreid.train INFO: Epoch[67] Iter[5/122] Loss: 1.393, Acc: 0.992, Base Lr: 6.56e-04
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2024-04-28 03:23:41 transreid.train INFO: Epoch[67] Iter[105/122] Loss: 1.332, Acc: 0.995, Base Lr: 6.56e-04
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2024-04-28 03:23:48 transreid.train INFO: Epoch 67 done. Time per epoch: 82.667[s] Speed: 353.0[samples/s]
2024-04-28 03:23:56 transreid.train INFO: Epoch[68] Iter[5/122] Loss: 1.383, Acc: 0.995, Base Lr: 6.36e-04
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2024-04-28 03:24:19 transreid.train INFO: Epoch[68] Iter[40/122] Loss: 1.379, Acc: 0.992, Base Lr: 6.36e-04
2024-04-28 03:24:23 transreid.train INFO: Epoch[68] Iter[45/122] Loss: 1.375, Acc: 0.992, Base Lr: 6.36e-04
2024-04-28 03:24:26 transreid.train INFO: Epoch[68] Iter[50/122] Loss: 1.369, Acc: 0.993, Base Lr: 6.36e-04
2024-04-28 03:24:29 transreid.train INFO: Epoch[68] Iter[55/122] Loss: 1.364, Acc: 0.993, Base Lr: 6.36e-04
2024-04-28 03:24:33 transreid.train INFO: Epoch[68] Iter[60/122] Loss: 1.362, Acc: 0.993, Base Lr: 6.36e-04
2024-04-28 03:24:36 transreid.train INFO: Epoch[68] Iter[65/122] Loss: 1.359, Acc: 0.993, Base Lr: 6.36e-04
2024-04-28 03:24:39 transreid.train INFO: Epoch[68] Iter[70/122] Loss: 1.360, Acc: 0.993, Base Lr: 6.36e-04
2024-04-28 03:24:43 transreid.train INFO: Epoch[68] Iter[75/122] Loss: 1.355, Acc: 0.994, Base Lr: 6.36e-04
2024-04-28 03:24:46 transreid.train INFO: Epoch[68] Iter[80/122] Loss: 1.352, Acc: 0.994, Base Lr: 6.36e-04
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2024-04-28 03:24:59 transreid.train INFO: Epoch[68] Iter[100/122] Loss: 1.339, Acc: 0.995, Base Lr: 6.36e-04
2024-04-28 03:25:03 transreid.train INFO: Epoch[68] Iter[105/122] Loss: 1.338, Acc: 0.994, Base Lr: 6.36e-04
2024-04-28 03:25:06 transreid.train INFO: Epoch[68] Iter[110/122] Loss: 1.334, Acc: 0.995, Base Lr: 6.36e-04
2024-04-28 03:25:09 transreid.train INFO: Epoch 68 done. Time per epoch: 81.221[s] Speed: 356.2[samples/s]
2024-04-28 03:25:18 transreid.train INFO: Epoch[69] Iter[5/122] Loss: 1.396, Acc: 0.990, Base Lr: 6.15e-04
2024-04-28 03:25:21 transreid.train INFO: Epoch[69] Iter[10/122] Loss: 1.397, Acc: 0.992, Base Lr: 6.15e-04
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2024-04-28 03:25:34 transreid.train INFO: Epoch[69] Iter[30/122] Loss: 1.381, Acc: 0.992, Base Lr: 6.15e-04
2024-04-28 03:25:37 transreid.train INFO: Epoch[69] Iter[35/122] Loss: 1.377, Acc: 0.992, Base Lr: 6.15e-04
2024-04-28 03:25:41 transreid.train INFO: Epoch[69] Iter[40/122] Loss: 1.377, Acc: 0.993, Base Lr: 6.15e-04
2024-04-28 03:25:44 transreid.train INFO: Epoch[69] Iter[45/122] Loss: 1.376, Acc: 0.993, Base Lr: 6.15e-04
2024-04-28 03:25:47 transreid.train INFO: Epoch[69] Iter[50/122] Loss: 1.371, Acc: 0.993, Base Lr: 6.15e-04
2024-04-28 03:25:51 transreid.train INFO: Epoch[69] Iter[55/122] Loss: 1.366, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:25:54 transreid.train INFO: Epoch[69] Iter[60/122] Loss: 1.365, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:25:57 transreid.train INFO: Epoch[69] Iter[65/122] Loss: 1.363, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:26:01 transreid.train INFO: Epoch[69] Iter[70/122] Loss: 1.360, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:26:04 transreid.train INFO: Epoch[69] Iter[75/122] Loss: 1.358, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:26:07 transreid.train INFO: Epoch[69] Iter[80/122] Loss: 1.353, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:26:11 transreid.train INFO: Epoch[69] Iter[85/122] Loss: 1.351, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:26:14 transreid.train INFO: Epoch[69] Iter[90/122] Loss: 1.347, Acc: 0.994, Base Lr: 6.15e-04
2024-04-28 03:26:18 transreid.train INFO: Epoch[69] Iter[95/122] Loss: 1.345, Acc: 0.995, Base Lr: 6.15e-04
2024-04-28 03:26:21 transreid.train INFO: Epoch[69] Iter[100/122] Loss: 1.342, Acc: 0.995, Base Lr: 6.15e-04
2024-04-28 03:26:24 transreid.train INFO: Epoch[69] Iter[105/122] Loss: 1.338, Acc: 0.995, Base Lr: 6.15e-04
2024-04-28 03:26:27 transreid.train INFO: Epoch[69] Iter[110/122] Loss: 1.334, Acc: 0.995, Base Lr: 6.15e-04
2024-04-28 03:26:31 transreid.train INFO: Epoch 69 done. Time per epoch: 82.408[s] Speed: 354.1[samples/s]
2024-04-28 03:26:40 transreid.train INFO: Epoch[70] Iter[5/122] Loss: 1.378, Acc: 0.989, Base Lr: 5.95e-04
2024-04-28 03:26:43 transreid.train INFO: Epoch[70] Iter[10/122] Loss: 1.374, Acc: 0.991, Base Lr: 5.95e-04
2024-04-28 03:26:46 transreid.train INFO: Epoch[70] Iter[15/122] Loss: 1.391, Acc: 0.992, Base Lr: 5.95e-04
2024-04-28 03:26:50 transreid.train INFO: Epoch[70] Iter[20/122] Loss: 1.387, Acc: 0.993, Base Lr: 5.95e-04
2024-04-28 03:26:53 transreid.train INFO: Epoch[70] Iter[25/122] Loss: 1.372, Acc: 0.993, Base Lr: 5.95e-04
2024-04-28 03:26:56 transreid.train INFO: Epoch[70] Iter[30/122] Loss: 1.368, Acc: 0.994, Base Lr: 5.95e-04
2024-04-28 03:27:00 transreid.train INFO: Epoch[70] Iter[35/122] Loss: 1.364, Acc: 0.994, Base Lr: 5.95e-04
2024-04-28 03:27:03 transreid.train INFO: Epoch[70] Iter[40/122] Loss: 1.364, Acc: 0.994, Base Lr: 5.95e-04
2024-04-28 03:27:06 transreid.train INFO: Epoch[70] Iter[45/122] Loss: 1.362, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:09 transreid.train INFO: Epoch[70] Iter[50/122] Loss: 1.357, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:13 transreid.train INFO: Epoch[70] Iter[55/122] Loss: 1.356, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:16 transreid.train INFO: Epoch[70] Iter[60/122] Loss: 1.355, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:19 transreid.train INFO: Epoch[70] Iter[65/122] Loss: 1.352, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:23 transreid.train INFO: Epoch[70] Iter[70/122] Loss: 1.350, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:26 transreid.train INFO: Epoch[70] Iter[75/122] Loss: 1.349, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:29 transreid.train INFO: Epoch[70] Iter[80/122] Loss: 1.346, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:33 transreid.train INFO: Epoch[70] Iter[85/122] Loss: 1.342, Acc: 0.995, Base Lr: 5.95e-04
2024-04-28 03:27:36 transreid.train INFO: Epoch[70] Iter[90/122] Loss: 1.339, Acc: 0.996, Base Lr: 5.95e-04
2024-04-28 03:27:39 transreid.train INFO: Epoch[70] Iter[95/122] Loss: 1.335, Acc: 0.996, Base Lr: 5.95e-04
2024-04-28 03:27:43 transreid.train INFO: Epoch[70] Iter[100/122] Loss: 1.332, Acc: 0.996, Base Lr: 5.95e-04
2024-04-28 03:27:46 transreid.train INFO: Epoch[70] Iter[105/122] Loss: 1.328, Acc: 0.996, Base Lr: 5.95e-04
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2024-04-28 03:27:53 transreid.train INFO: Epoch 70 done. Time per epoch: 81.940[s] Speed: 356.2[samples/s]
2024-04-28 03:31:34 transreid.train INFO: Validation Results - Epoch: 70
2024-04-28 03:31:34 transreid.train INFO: mAP: 69.3%
2024-04-28 03:31:34 transreid.train INFO: CMC curve, Rank-1  :87.6%
2024-04-28 03:31:34 transreid.train INFO: CMC curve, Rank-5  :93.7%
2024-04-28 03:31:34 transreid.train INFO: CMC curve, Rank-10 :95.2%
2024-04-28 03:31:43 transreid.train INFO: Epoch[71] Iter[5/122] Loss: 1.387, Acc: 0.991, Base Lr: 5.75e-04
2024-04-28 03:31:47 transreid.train INFO: Epoch[71] Iter[10/122] Loss: 1.389, Acc: 0.993, Base Lr: 5.75e-04
2024-04-28 03:31:50 transreid.train INFO: Epoch[71] Iter[15/122] Loss: 1.385, Acc: 0.992, Base Lr: 5.75e-04
2024-04-28 03:31:53 transreid.train INFO: Epoch[71] Iter[20/122] Loss: 1.387, Acc: 0.992, Base Lr: 5.75e-04
2024-04-28 03:31:56 transreid.train INFO: Epoch[71] Iter[25/122] Loss: 1.388, Acc: 0.992, Base Lr: 5.75e-04
2024-04-28 03:32:00 transreid.train INFO: Epoch[71] Iter[30/122] Loss: 1.391, Acc: 0.993, Base Lr: 5.75e-04
2024-04-28 03:32:03 transreid.train INFO: Epoch[71] Iter[35/122] Loss: 1.382, Acc: 0.993, Base Lr: 5.75e-04
2024-04-28 03:32:06 transreid.train INFO: Epoch[71] Iter[40/122] Loss: 1.380, Acc: 0.993, Base Lr: 5.75e-04
2024-04-28 03:32:10 transreid.train INFO: Epoch[71] Iter[45/122] Loss: 1.372, Acc: 0.994, Base Lr: 5.75e-04
2024-04-28 03:32:13 transreid.train INFO: Epoch[71] Iter[50/122] Loss: 1.368, Acc: 0.994, Base Lr: 5.75e-04
2024-04-28 03:32:16 transreid.train INFO: Epoch[71] Iter[55/122] Loss: 1.365, Acc: 0.994, Base Lr: 5.75e-04
2024-04-28 03:32:20 transreid.train INFO: Epoch[71] Iter[60/122] Loss: 1.362, Acc: 0.994, Base Lr: 5.75e-04
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2024-04-28 03:34:18 transreid.train INFO: Epoch 72 done. Time per epoch: 82.042[s] Speed: 355.7[samples/s]
2024-04-28 03:34:27 transreid.train INFO: Epoch[73] Iter[5/122] Loss: 1.364, Acc: 0.995, Base Lr: 5.35e-04
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2024-04-28 03:35:40 transreid.train INFO: Epoch 73 done. Time per epoch: 81.957[s] Speed: 356.1[samples/s]
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2024-04-28 03:37:01 transreid.train INFO: Epoch 74 done. Time per epoch: 80.696[s] Speed: 358.5[samples/s]
2024-04-28 03:37:09 transreid.train INFO: Epoch[75] Iter[5/122] Loss: 1.342, Acc: 0.996, Base Lr: 4.96e-04
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2024-04-28 03:38:22 transreid.train INFO: Epoch 75 done. Time per epoch: 81.496[s] Speed: 358.1[samples/s]
2024-04-28 03:38:31 transreid.train INFO: Epoch[76] Iter[5/122] Loss: 1.378, Acc: 0.996, Base Lr: 4.77e-04
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2024-04-28 03:39:44 transreid.train INFO: Epoch 76 done. Time per epoch: 82.018[s] Speed: 355.8[samples/s]
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2024-04-28 03:41:07 transreid.train INFO: Epoch 77 done. Time per epoch: 82.156[s] Speed: 355.2[samples/s]
2024-04-28 03:41:15 transreid.train INFO: Epoch[78] Iter[5/122] Loss: 1.371, Acc: 0.992, Base Lr: 4.39e-04
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2024-04-28 03:42:02 transreid.train INFO: Epoch[78] Iter[75/122] Loss: 1.330, Acc: 0.996, Base Lr: 4.39e-04
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2024-04-28 03:42:18 transreid.train INFO: Epoch[78] Iter[100/122] Loss: 1.318, Acc: 0.996, Base Lr: 4.39e-04
2024-04-28 03:42:22 transreid.train INFO: Epoch[78] Iter[105/122] Loss: 1.314, Acc: 0.996, Base Lr: 4.39e-04
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2024-04-28 03:42:28 transreid.train INFO: Epoch 78 done. Time per epoch: 81.954[s] Speed: 356.1[samples/s]
2024-04-28 03:42:37 transreid.train INFO: Epoch[79] Iter[5/122] Loss: 1.314, Acc: 0.995, Base Lr: 4.21e-04
2024-04-28 03:42:40 transreid.train INFO: Epoch[79] Iter[10/122] Loss: 1.335, Acc: 0.994, Base Lr: 4.21e-04
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2024-04-28 03:42:57 transreid.train INFO: Epoch[79] Iter[35/122] Loss: 1.348, Acc: 0.994, Base Lr: 4.21e-04
2024-04-28 03:43:00 transreid.train INFO: Epoch[79] Iter[40/122] Loss: 1.346, Acc: 0.994, Base Lr: 4.21e-04
2024-04-28 03:43:04 transreid.train INFO: Epoch[79] Iter[45/122] Loss: 1.345, Acc: 0.994, Base Lr: 4.21e-04
2024-04-28 03:43:07 transreid.train INFO: Epoch[79] Iter[50/122] Loss: 1.344, Acc: 0.995, Base Lr: 4.21e-04
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2024-04-28 03:43:14 transreid.train INFO: Epoch[79] Iter[60/122] Loss: 1.338, Acc: 0.995, Base Lr: 4.21e-04
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2024-04-28 03:43:20 transreid.train INFO: Epoch[79] Iter[70/122] Loss: 1.331, Acc: 0.995, Base Lr: 4.21e-04
2024-04-28 03:43:24 transreid.train INFO: Epoch[79] Iter[75/122] Loss: 1.329, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:27 transreid.train INFO: Epoch[79] Iter[80/122] Loss: 1.323, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:30 transreid.train INFO: Epoch[79] Iter[85/122] Loss: 1.319, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:34 transreid.train INFO: Epoch[79] Iter[90/122] Loss: 1.318, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:37 transreid.train INFO: Epoch[79] Iter[95/122] Loss: 1.315, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:40 transreid.train INFO: Epoch[79] Iter[100/122] Loss: 1.313, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:44 transreid.train INFO: Epoch[79] Iter[105/122] Loss: 1.310, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:47 transreid.train INFO: Epoch[79] Iter[110/122] Loss: 1.308, Acc: 0.996, Base Lr: 4.21e-04
2024-04-28 03:43:51 transreid.train INFO: Epoch 79 done. Time per epoch: 82.061[s] Speed: 355.6[samples/s]
2024-04-28 03:43:59 transreid.train INFO: Epoch[80] Iter[5/122] Loss: 1.326, Acc: 0.993, Base Lr: 4.02e-04
2024-04-28 03:44:02 transreid.train INFO: Epoch[80] Iter[10/122] Loss: 1.332, Acc: 0.994, Base Lr: 4.02e-04
2024-04-28 03:44:06 transreid.train INFO: Epoch[80] Iter[15/122] Loss: 1.331, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:09 transreid.train INFO: Epoch[80] Iter[20/122] Loss: 1.329, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:12 transreid.train INFO: Epoch[80] Iter[25/122] Loss: 1.331, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:16 transreid.train INFO: Epoch[80] Iter[30/122] Loss: 1.334, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:19 transreid.train INFO: Epoch[80] Iter[35/122] Loss: 1.331, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:22 transreid.train INFO: Epoch[80] Iter[40/122] Loss: 1.330, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:26 transreid.train INFO: Epoch[80] Iter[45/122] Loss: 1.328, Acc: 0.995, Base Lr: 4.02e-04
2024-04-28 03:44:29 transreid.train INFO: Epoch[80] Iter[50/122] Loss: 1.325, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:32 transreid.train INFO: Epoch[80] Iter[55/122] Loss: 1.324, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:36 transreid.train INFO: Epoch[80] Iter[60/122] Loss: 1.322, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:39 transreid.train INFO: Epoch[80] Iter[65/122] Loss: 1.320, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:42 transreid.train INFO: Epoch[80] Iter[70/122] Loss: 1.318, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:46 transreid.train INFO: Epoch[80] Iter[75/122] Loss: 1.317, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:49 transreid.train INFO: Epoch[80] Iter[80/122] Loss: 1.315, Acc: 0.996, Base Lr: 4.02e-04
2024-04-28 03:44:52 transreid.train INFO: Epoch[80] Iter[85/122] Loss: 1.312, Acc: 0.997, Base Lr: 4.02e-04
2024-04-28 03:44:56 transreid.train INFO: Epoch[80] Iter[90/122] Loss: 1.311, Acc: 0.997, Base Lr: 4.02e-04
2024-04-28 03:44:59 transreid.train INFO: Epoch[80] Iter[95/122] Loss: 1.307, Acc: 0.997, Base Lr: 4.02e-04
2024-04-28 03:45:02 transreid.train INFO: Epoch[80] Iter[100/122] Loss: 1.305, Acc: 0.997, Base Lr: 4.02e-04
2024-04-28 03:45:05 transreid.train INFO: Epoch[80] Iter[105/122] Loss: 1.304, Acc: 0.997, Base Lr: 4.02e-04
2024-04-28 03:45:09 transreid.train INFO: Epoch[80] Iter[110/122] Loss: 1.301, Acc: 0.997, Base Lr: 4.02e-04
2024-04-28 03:45:12 transreid.train INFO: Epoch 80 done. Time per epoch: 81.657[s] Speed: 357.4[samples/s]
2024-04-28 03:48:54 transreid.train INFO: Validation Results - Epoch: 80
2024-04-28 03:48:54 transreid.train INFO: mAP: 69.8%
2024-04-28 03:48:54 transreid.train INFO: CMC curve, Rank-1  :87.6%
2024-04-28 03:48:54 transreid.train INFO: CMC curve, Rank-5  :93.8%
2024-04-28 03:48:54 transreid.train INFO: CMC curve, Rank-10 :95.1%
2024-04-28 03:49:02 transreid.train INFO: Epoch[81] Iter[5/122] Loss: 1.341, Acc: 0.993, Base Lr: 3.84e-04
2024-04-28 03:49:05 transreid.train INFO: Epoch[81] Iter[10/122] Loss: 1.345, Acc: 0.994, Base Lr: 3.84e-04
2024-04-28 03:49:09 transreid.train INFO: Epoch[81] Iter[15/122] Loss: 1.339, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:12 transreid.train INFO: Epoch[81] Iter[20/122] Loss: 1.338, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:15 transreid.train INFO: Epoch[81] Iter[25/122] Loss: 1.342, Acc: 0.994, Base Lr: 3.84e-04
2024-04-28 03:49:18 transreid.train INFO: Epoch[81] Iter[30/122] Loss: 1.338, Acc: 0.994, Base Lr: 3.84e-04
2024-04-28 03:49:22 transreid.train INFO: Epoch[81] Iter[35/122] Loss: 1.339, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:25 transreid.train INFO: Epoch[81] Iter[40/122] Loss: 1.336, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:29 transreid.train INFO: Epoch[81] Iter[45/122] Loss: 1.332, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:32 transreid.train INFO: Epoch[81] Iter[50/122] Loss: 1.332, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:35 transreid.train INFO: Epoch[81] Iter[55/122] Loss: 1.332, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:38 transreid.train INFO: Epoch[81] Iter[60/122] Loss: 1.331, Acc: 0.994, Base Lr: 3.84e-04
2024-04-28 03:49:42 transreid.train INFO: Epoch[81] Iter[65/122] Loss: 1.331, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:45 transreid.train INFO: Epoch[81] Iter[70/122] Loss: 1.328, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:49 transreid.train INFO: Epoch[81] Iter[75/122] Loss: 1.325, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:52 transreid.train INFO: Epoch[81] Iter[80/122] Loss: 1.323, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:55 transreid.train INFO: Epoch[81] Iter[85/122] Loss: 1.319, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:49:59 transreid.train INFO: Epoch[81] Iter[90/122] Loss: 1.315, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:50:02 transreid.train INFO: Epoch[81] Iter[95/122] Loss: 1.313, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:50:05 transreid.train INFO: Epoch[81] Iter[100/122] Loss: 1.310, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:50:09 transreid.train INFO: Epoch[81] Iter[105/122] Loss: 1.308, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:50:12 transreid.train INFO: Epoch[81] Iter[110/122] Loss: 1.306, Acc: 0.995, Base Lr: 3.84e-04
2024-04-28 03:50:15 transreid.train INFO: Epoch 81 done. Time per epoch: 81.090[s] Speed: 356.7[samples/s]
2024-04-28 03:50:23 transreid.train INFO: Epoch[82] Iter[5/122] Loss: 1.359, Acc: 0.991, Base Lr: 3.67e-04
2024-04-28 03:50:26 transreid.train INFO: Epoch[82] Iter[10/122] Loss: 1.353, Acc: 0.994, Base Lr: 3.67e-04
2024-04-28 03:50:30 transreid.train INFO: Epoch[82] Iter[15/122] Loss: 1.342, Acc: 0.995, Base Lr: 3.67e-04
2024-04-28 03:50:33 transreid.train INFO: Epoch[82] Iter[20/122] Loss: 1.344, Acc: 0.995, Base Lr: 3.67e-04
2024-04-28 03:50:36 transreid.train INFO: Epoch[82] Iter[25/122] Loss: 1.351, Acc: 0.995, Base Lr: 3.67e-04
2024-04-28 03:50:40 transreid.train INFO: Epoch[82] Iter[30/122] Loss: 1.349, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:50:43 transreid.train INFO: Epoch[82] Iter[35/122] Loss: 1.345, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:50:46 transreid.train INFO: Epoch[82] Iter[40/122] Loss: 1.336, Acc: 0.995, Base Lr: 3.67e-04
2024-04-28 03:50:50 transreid.train INFO: Epoch[82] Iter[45/122] Loss: 1.335, Acc: 0.995, Base Lr: 3.67e-04
2024-04-28 03:50:53 transreid.train INFO: Epoch[82] Iter[50/122] Loss: 1.331, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:50:56 transreid.train INFO: Epoch[82] Iter[55/122] Loss: 1.329, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:00 transreid.train INFO: Epoch[82] Iter[60/122] Loss: 1.326, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:03 transreid.train INFO: Epoch[82] Iter[65/122] Loss: 1.324, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:06 transreid.train INFO: Epoch[82] Iter[70/122] Loss: 1.320, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:10 transreid.train INFO: Epoch[82] Iter[75/122] Loss: 1.319, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:13 transreid.train INFO: Epoch[82] Iter[80/122] Loss: 1.317, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:16 transreid.train INFO: Epoch[82] Iter[85/122] Loss: 1.316, Acc: 0.997, Base Lr: 3.67e-04
2024-04-28 03:51:20 transreid.train INFO: Epoch[82] Iter[90/122] Loss: 1.312, Acc: 0.996, Base Lr: 3.67e-04
2024-04-28 03:51:23 transreid.train INFO: Epoch[82] Iter[95/122] Loss: 1.310, Acc: 0.997, Base Lr: 3.67e-04
2024-04-28 03:51:26 transreid.train INFO: Epoch[82] Iter[100/122] Loss: 1.308, Acc: 0.997, Base Lr: 3.67e-04
2024-04-28 03:51:30 transreid.train INFO: Epoch[82] Iter[105/122] Loss: 1.305, Acc: 0.997, Base Lr: 3.67e-04
2024-04-28 03:51:33 transreid.train INFO: Epoch[82] Iter[110/122] Loss: 1.305, Acc: 0.997, Base Lr: 3.67e-04
2024-04-28 03:51:37 transreid.train INFO: Epoch 82 done. Time per epoch: 81.782[s] Speed: 356.8[samples/s]
2024-04-28 03:51:45 transreid.train INFO: Epoch[83] Iter[5/122] Loss: 1.333, Acc: 0.995, Base Lr: 3.49e-04
2024-04-28 03:51:48 transreid.train INFO: Epoch[83] Iter[10/122] Loss: 1.327, Acc: 0.994, Base Lr: 3.49e-04
2024-04-28 03:51:51 transreid.train INFO: Epoch[83] Iter[15/122] Loss: 1.323, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:51:55 transreid.train INFO: Epoch[83] Iter[20/122] Loss: 1.327, Acc: 0.995, Base Lr: 3.49e-04
2024-04-28 03:51:58 transreid.train INFO: Epoch[83] Iter[25/122] Loss: 1.327, Acc: 0.995, Base Lr: 3.49e-04
2024-04-28 03:52:01 transreid.train INFO: Epoch[83] Iter[30/122] Loss: 1.325, Acc: 0.995, Base Lr: 3.49e-04
2024-04-28 03:52:05 transreid.train INFO: Epoch[83] Iter[35/122] Loss: 1.322, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:08 transreid.train INFO: Epoch[83] Iter[40/122] Loss: 1.320, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:11 transreid.train INFO: Epoch[83] Iter[45/122] Loss: 1.318, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:15 transreid.train INFO: Epoch[83] Iter[50/122] Loss: 1.318, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:18 transreid.train INFO: Epoch[83] Iter[55/122] Loss: 1.319, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:21 transreid.train INFO: Epoch[83] Iter[60/122] Loss: 1.314, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:25 transreid.train INFO: Epoch[83] Iter[65/122] Loss: 1.313, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:28 transreid.train INFO: Epoch[83] Iter[70/122] Loss: 1.309, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:31 transreid.train INFO: Epoch[83] Iter[75/122] Loss: 1.307, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:35 transreid.train INFO: Epoch[83] Iter[80/122] Loss: 1.305, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:38 transreid.train INFO: Epoch[83] Iter[85/122] Loss: 1.303, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:41 transreid.train INFO: Epoch[83] Iter[90/122] Loss: 1.301, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:45 transreid.train INFO: Epoch[83] Iter[95/122] Loss: 1.299, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:48 transreid.train INFO: Epoch[83] Iter[100/122] Loss: 1.299, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:51 transreid.train INFO: Epoch[83] Iter[105/122] Loss: 1.297, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:55 transreid.train INFO: Epoch[83] Iter[110/122] Loss: 1.293, Acc: 0.996, Base Lr: 3.49e-04
2024-04-28 03:52:58 transreid.train INFO: Epoch 83 done. Time per epoch: 81.424[s] Speed: 358.4[samples/s]
2024-04-28 03:53:06 transreid.train INFO: Epoch[84] Iter[5/122] Loss: 1.367, Acc: 0.995, Base Lr: 3.32e-04
2024-04-28 03:53:09 transreid.train INFO: Epoch[84] Iter[10/122] Loss: 1.362, Acc: 0.992, Base Lr: 3.32e-04
2024-04-28 03:53:13 transreid.train INFO: Epoch[84] Iter[15/122] Loss: 1.351, Acc: 0.994, Base Lr: 3.32e-04
2024-04-28 03:53:16 transreid.train INFO: Epoch[84] Iter[20/122] Loss: 1.351, Acc: 0.994, Base Lr: 3.32e-04
2024-04-28 03:53:19 transreid.train INFO: Epoch[84] Iter[25/122] Loss: 1.345, Acc: 0.994, Base Lr: 3.32e-04
2024-04-28 03:53:23 transreid.train INFO: Epoch[84] Iter[30/122] Loss: 1.342, Acc: 0.995, Base Lr: 3.32e-04
2024-04-28 03:53:26 transreid.train INFO: Epoch[84] Iter[35/122] Loss: 1.338, Acc: 0.995, Base Lr: 3.32e-04
2024-04-28 03:53:29 transreid.train INFO: Epoch[84] Iter[40/122] Loss: 1.332, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:33 transreid.train INFO: Epoch[84] Iter[45/122] Loss: 1.329, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:36 transreid.train INFO: Epoch[84] Iter[50/122] Loss: 1.326, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:39 transreid.train INFO: Epoch[84] Iter[55/122] Loss: 1.324, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:43 transreid.train INFO: Epoch[84] Iter[60/122] Loss: 1.322, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:46 transreid.train INFO: Epoch[84] Iter[65/122] Loss: 1.320, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:49 transreid.train INFO: Epoch[84] Iter[70/122] Loss: 1.319, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:53 transreid.train INFO: Epoch[84] Iter[75/122] Loss: 1.316, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:56 transreid.train INFO: Epoch[84] Iter[80/122] Loss: 1.314, Acc: 0.996, Base Lr: 3.32e-04
2024-04-28 03:53:59 transreid.train INFO: Epoch[84] Iter[85/122] Loss: 1.311, Acc: 0.996, Base Lr: 3.32e-04
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2024-04-28 03:54:20 transreid.train INFO: Epoch 84 done. Time per epoch: 81.526[s] Speed: 358.0[samples/s]
2024-04-28 03:54:28 transreid.train INFO: Epoch[85] Iter[5/122] Loss: 1.369, Acc: 0.991, Base Lr: 3.16e-04
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2024-04-28 03:55:41 transreid.train INFO: Epoch 85 done. Time per epoch: 81.131[s] Speed: 356.6[samples/s]
2024-04-28 03:55:49 transreid.train INFO: Epoch[86] Iter[5/122] Loss: 1.363, Acc: 0.992, Base Lr: 2.99e-04
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2024-04-28 03:56:33 transreid.train INFO: Epoch[86] Iter[70/122] Loss: 1.319, Acc: 0.996, Base Lr: 2.99e-04
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2024-04-28 03:56:56 transreid.train INFO: Epoch[86] Iter[105/122] Loss: 1.301, Acc: 0.996, Base Lr: 2.99e-04
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2024-04-28 03:57:03 transreid.train INFO: Epoch 86 done. Time per epoch: 82.069[s] Speed: 355.6[samples/s]
2024-04-28 03:57:11 transreid.train INFO: Epoch[87] Iter[5/122] Loss: 1.328, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:57:15 transreid.train INFO: Epoch[87] Iter[10/122] Loss: 1.329, Acc: 0.998, Base Lr: 2.83e-04
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2024-04-28 03:57:35 transreid.train INFO: Epoch[87] Iter[40/122] Loss: 1.335, Acc: 0.996, Base Lr: 2.83e-04
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2024-04-28 03:57:41 transreid.train INFO: Epoch[87] Iter[50/122] Loss: 1.333, Acc: 0.995, Base Lr: 2.83e-04
2024-04-28 03:57:45 transreid.train INFO: Epoch[87] Iter[55/122] Loss: 1.329, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:57:48 transreid.train INFO: Epoch[87] Iter[60/122] Loss: 1.329, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:57:51 transreid.train INFO: Epoch[87] Iter[65/122] Loss: 1.328, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:57:55 transreid.train INFO: Epoch[87] Iter[70/122] Loss: 1.326, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:57:58 transreid.train INFO: Epoch[87] Iter[75/122] Loss: 1.320, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:58:01 transreid.train INFO: Epoch[87] Iter[80/122] Loss: 1.317, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:58:05 transreid.train INFO: Epoch[87] Iter[85/122] Loss: 1.315, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:58:08 transreid.train INFO: Epoch[87] Iter[90/122] Loss: 1.311, Acc: 0.996, Base Lr: 2.83e-04
2024-04-28 03:58:11 transreid.train INFO: Epoch[87] Iter[95/122] Loss: 1.308, Acc: 0.997, Base Lr: 2.83e-04
2024-04-28 03:58:15 transreid.train INFO: Epoch[87] Iter[100/122] Loss: 1.307, Acc: 0.997, Base Lr: 2.83e-04
2024-04-28 03:58:18 transreid.train INFO: Epoch[87] Iter[105/122] Loss: 1.305, Acc: 0.997, Base Lr: 2.83e-04
2024-04-28 03:58:21 transreid.train INFO: Epoch[87] Iter[110/122] Loss: 1.302, Acc: 0.997, Base Lr: 2.83e-04
2024-04-28 03:58:25 transreid.train INFO: Epoch 87 done. Time per epoch: 81.896[s] Speed: 356.4[samples/s]
2024-04-28 03:58:33 transreid.train INFO: Epoch[88] Iter[5/122] Loss: 1.324, Acc: 0.993, Base Lr: 2.67e-04
2024-04-28 03:58:36 transreid.train INFO: Epoch[88] Iter[10/122] Loss: 1.346, Acc: 0.993, Base Lr: 2.67e-04
2024-04-28 03:58:39 transreid.train INFO: Epoch[88] Iter[15/122] Loss: 1.344, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:58:43 transreid.train INFO: Epoch[88] Iter[20/122] Loss: 1.337, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:58:46 transreid.train INFO: Epoch[88] Iter[25/122] Loss: 1.339, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:58:49 transreid.train INFO: Epoch[88] Iter[30/122] Loss: 1.324, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:58:53 transreid.train INFO: Epoch[88] Iter[35/122] Loss: 1.326, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:58:56 transreid.train INFO: Epoch[88] Iter[40/122] Loss: 1.323, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:59:00 transreid.train INFO: Epoch[88] Iter[45/122] Loss: 1.320, Acc: 0.995, Base Lr: 2.67e-04
2024-04-28 03:59:03 transreid.train INFO: Epoch[88] Iter[50/122] Loss: 1.318, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:06 transreid.train INFO: Epoch[88] Iter[55/122] Loss: 1.317, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:10 transreid.train INFO: Epoch[88] Iter[60/122] Loss: 1.316, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:13 transreid.train INFO: Epoch[88] Iter[65/122] Loss: 1.312, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:16 transreid.train INFO: Epoch[88] Iter[70/122] Loss: 1.309, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:20 transreid.train INFO: Epoch[88] Iter[75/122] Loss: 1.306, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:23 transreid.train INFO: Epoch[88] Iter[80/122] Loss: 1.304, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:26 transreid.train INFO: Epoch[88] Iter[85/122] Loss: 1.301, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:29 transreid.train INFO: Epoch[88] Iter[90/122] Loss: 1.298, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:33 transreid.train INFO: Epoch[88] Iter[95/122] Loss: 1.298, Acc: 0.996, Base Lr: 2.67e-04
2024-04-28 03:59:36 transreid.train INFO: Epoch[88] Iter[100/122] Loss: 1.294, Acc: 0.997, Base Lr: 2.67e-04
2024-04-28 03:59:39 transreid.train INFO: Epoch[88] Iter[105/122] Loss: 1.290, Acc: 0.997, Base Lr: 2.67e-04
2024-04-28 03:59:43 transreid.train INFO: Epoch[88] Iter[110/122] Loss: 1.286, Acc: 0.997, Base Lr: 2.67e-04
2024-04-28 03:59:46 transreid.train INFO: Epoch 88 done. Time per epoch: 81.562[s] Speed: 357.8[samples/s]
2024-04-28 03:59:54 transreid.train INFO: Epoch[89] Iter[5/122] Loss: 1.399, Acc: 0.994, Base Lr: 2.52e-04
2024-04-28 03:59:58 transreid.train INFO: Epoch[89] Iter[10/122] Loss: 1.356, Acc: 0.995, Base Lr: 2.52e-04
2024-04-28 04:00:01 transreid.train INFO: Epoch[89] Iter[15/122] Loss: 1.346, Acc: 0.995, Base Lr: 2.52e-04
2024-04-28 04:00:04 transreid.train INFO: Epoch[89] Iter[20/122] Loss: 1.347, Acc: 0.994, Base Lr: 2.52e-04
2024-04-28 04:00:08 transreid.train INFO: Epoch[89] Iter[25/122] Loss: 1.333, Acc: 0.995, Base Lr: 2.52e-04
2024-04-28 04:00:11 transreid.train INFO: Epoch[89] Iter[30/122] Loss: 1.327, Acc: 0.995, Base Lr: 2.52e-04
2024-04-28 04:00:14 transreid.train INFO: Epoch[89] Iter[35/122] Loss: 1.322, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:18 transreid.train INFO: Epoch[89] Iter[40/122] Loss: 1.325, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:21 transreid.train INFO: Epoch[89] Iter[45/122] Loss: 1.322, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:24 transreid.train INFO: Epoch[89] Iter[50/122] Loss: 1.322, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:28 transreid.train INFO: Epoch[89] Iter[55/122] Loss: 1.319, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:31 transreid.train INFO: Epoch[89] Iter[60/122] Loss: 1.316, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:34 transreid.train INFO: Epoch[89] Iter[65/122] Loss: 1.314, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:38 transreid.train INFO: Epoch[89] Iter[70/122] Loss: 1.313, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:41 transreid.train INFO: Epoch[89] Iter[75/122] Loss: 1.309, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:44 transreid.train INFO: Epoch[89] Iter[80/122] Loss: 1.308, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:48 transreid.train INFO: Epoch[89] Iter[85/122] Loss: 1.305, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:51 transreid.train INFO: Epoch[89] Iter[90/122] Loss: 1.304, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:54 transreid.train INFO: Epoch[89] Iter[95/122] Loss: 1.299, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:00:58 transreid.train INFO: Epoch[89] Iter[100/122] Loss: 1.296, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:01:01 transreid.train INFO: Epoch[89] Iter[105/122] Loss: 1.294, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:01:04 transreid.train INFO: Epoch[89] Iter[110/122] Loss: 1.293, Acc: 0.996, Base Lr: 2.52e-04
2024-04-28 04:01:08 transreid.train INFO: Epoch 89 done. Time per epoch: 81.575[s] Speed: 357.8[samples/s]
2024-04-28 04:01:17 transreid.train INFO: Epoch[90] Iter[5/122] Loss: 1.298, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:20 transreid.train INFO: Epoch[90] Iter[10/122] Loss: 1.311, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:23 transreid.train INFO: Epoch[90] Iter[15/122] Loss: 1.314, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:27 transreid.train INFO: Epoch[90] Iter[20/122] Loss: 1.321, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:30 transreid.train INFO: Epoch[90] Iter[25/122] Loss: 1.327, Acc: 0.995, Base Lr: 2.37e-04
2024-04-28 04:01:33 transreid.train INFO: Epoch[90] Iter[30/122] Loss: 1.328, Acc: 0.995, Base Lr: 2.37e-04
2024-04-28 04:01:37 transreid.train INFO: Epoch[90] Iter[35/122] Loss: 1.330, Acc: 0.995, Base Lr: 2.37e-04
2024-04-28 04:01:40 transreid.train INFO: Epoch[90] Iter[40/122] Loss: 1.331, Acc: 0.995, Base Lr: 2.37e-04
2024-04-28 04:01:43 transreid.train INFO: Epoch[90] Iter[45/122] Loss: 1.325, Acc: 0.995, Base Lr: 2.37e-04
2024-04-28 04:01:47 transreid.train INFO: Epoch[90] Iter[50/122] Loss: 1.322, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:50 transreid.train INFO: Epoch[90] Iter[55/122] Loss: 1.322, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:53 transreid.train INFO: Epoch[90] Iter[60/122] Loss: 1.319, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:01:57 transreid.train INFO: Epoch[90] Iter[65/122] Loss: 1.315, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:00 transreid.train INFO: Epoch[90] Iter[70/122] Loss: 1.313, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:03 transreid.train INFO: Epoch[90] Iter[75/122] Loss: 1.311, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:07 transreid.train INFO: Epoch[90] Iter[80/122] Loss: 1.308, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:10 transreid.train INFO: Epoch[90] Iter[85/122] Loss: 1.307, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:13 transreid.train INFO: Epoch[90] Iter[90/122] Loss: 1.306, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:16 transreid.train INFO: Epoch[90] Iter[95/122] Loss: 1.302, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:20 transreid.train INFO: Epoch[90] Iter[100/122] Loss: 1.301, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:23 transreid.train INFO: Epoch[90] Iter[105/122] Loss: 1.298, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:26 transreid.train INFO: Epoch[90] Iter[110/122] Loss: 1.297, Acc: 0.996, Base Lr: 2.37e-04
2024-04-28 04:02:30 transreid.train INFO: Epoch 90 done. Time per epoch: 82.363[s] Speed: 354.3[samples/s]
2024-04-28 04:06:09 transreid.train INFO: Validation Results - Epoch: 90
2024-04-28 04:06:09 transreid.train INFO: mAP: 69.7%
2024-04-28 04:06:09 transreid.train INFO: CMC curve, Rank-1  :87.7%
2024-04-28 04:06:09 transreid.train INFO: CMC curve, Rank-5  :93.9%
2024-04-28 04:06:09 transreid.train INFO: CMC curve, Rank-10 :95.2%
2024-04-28 04:06:17 transreid.train INFO: Epoch[91] Iter[5/122] Loss: 1.314, Acc: 0.995, Base Lr: 2.22e-04
2024-04-28 04:06:21 transreid.train INFO: Epoch[91] Iter[10/122] Loss: 1.313, Acc: 0.996, Base Lr: 2.22e-04
2024-04-28 04:06:24 transreid.train INFO: Epoch[91] Iter[15/122] Loss: 1.317, Acc: 0.997, Base Lr: 2.22e-04
2024-04-28 04:06:27 transreid.train INFO: Epoch[91] Iter[20/122] Loss: 1.320, Acc: 0.996, Base Lr: 2.22e-04
2024-04-28 04:06:31 transreid.train INFO: Epoch[91] Iter[25/122] Loss: 1.317, Acc: 0.996, Base Lr: 2.22e-04
2024-04-28 04:06:34 transreid.train INFO: Epoch[91] Iter[30/122] Loss: 1.312, Acc: 0.996, Base Lr: 2.22e-04
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2024-04-28 04:07:31 transreid.train INFO: Epoch 91 done. Time per epoch: 81.871[s] Speed: 356.5[samples/s]
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2024-04-28 04:08:53 transreid.train INFO: Epoch 92 done. Time per epoch: 82.306[s] Speed: 354.6[samples/s]
2024-04-28 04:09:02 transreid.train INFO: Epoch[93] Iter[5/122] Loss: 1.349, Acc: 0.988, Base Lr: 1.94e-04
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2024-04-28 04:10:16 transreid.train INFO: Epoch 93 done. Time per epoch: 82.302[s] Speed: 354.6[samples/s]
2024-04-28 04:10:24 transreid.train INFO: Epoch[94] Iter[5/122] Loss: 1.302, Acc: 0.998, Base Lr: 1.81e-04
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2024-04-28 04:11:37 transreid.train INFO: Epoch 94 done. Time per epoch: 81.796[s] Speed: 356.8[samples/s]
2024-04-28 04:11:46 transreid.train INFO: Epoch[95] Iter[5/122] Loss: 1.328, Acc: 0.993, Base Lr: 1.68e-04
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2024-04-28 04:12:59 transreid.train INFO: Epoch 95 done. Time per epoch: 81.277[s] Speed: 355.9[samples/s]
2024-04-28 04:13:07 transreid.train INFO: Epoch[96] Iter[5/122] Loss: 1.292, Acc: 0.997, Base Lr: 1.56e-04
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2024-04-28 04:14:20 transreid.train INFO: Epoch 96 done. Time per epoch: 81.289[s] Speed: 355.9[samples/s]
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2024-04-28 04:15:35 transreid.train INFO: Epoch[97] Iter[105/122] Loss: 1.284, Acc: 0.997, Base Lr: 1.44e-04
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2024-04-28 04:15:41 transreid.train INFO: Epoch 97 done. Time per epoch: 81.374[s] Speed: 355.5[samples/s]
2024-04-28 04:15:50 transreid.train INFO: Epoch[98] Iter[5/122] Loss: 1.355, Acc: 0.990, Base Lr: 1.32e-04
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2024-04-28 04:17:03 transreid.train INFO: Epoch 98 done. Time per epoch: 81.190[s] Speed: 356.3[samples/s]
2024-04-28 04:17:11 transreid.train INFO: Epoch[99] Iter[5/122] Loss: 1.313, Acc: 0.998, Base Lr: 1.21e-04
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2024-04-28 04:18:11 transreid.train INFO: Epoch[99] Iter[95/122] Loss: 1.286, Acc: 0.997, Base Lr: 1.21e-04
2024-04-28 04:18:14 transreid.train INFO: Epoch[99] Iter[100/122] Loss: 1.284, Acc: 0.997, Base Lr: 1.21e-04
2024-04-28 04:18:17 transreid.train INFO: Epoch[99] Iter[105/122] Loss: 1.282, Acc: 0.997, Base Lr: 1.21e-04
2024-04-28 04:18:21 transreid.train INFO: Epoch[99] Iter[110/122] Loss: 1.280, Acc: 0.997, Base Lr: 1.21e-04
2024-04-28 04:18:23 transreid.train INFO: Epoch 99 done. Time per epoch: 80.898[s] Speed: 357.6[samples/s]
2024-04-28 04:18:33 transreid.train INFO: Epoch[100] Iter[5/122] Loss: 1.311, Acc: 0.998, Base Lr: 1.10e-04
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2024-04-28 04:19:19 transreid.train INFO: Epoch[100] Iter[75/122] Loss: 1.293, Acc: 0.997, Base Lr: 1.10e-04
2024-04-28 04:19:22 transreid.train INFO: Epoch[100] Iter[80/122] Loss: 1.292, Acc: 0.997, Base Lr: 1.10e-04
2024-04-28 04:19:26 transreid.train INFO: Epoch[100] Iter[85/122] Loss: 1.290, Acc: 0.997, Base Lr: 1.10e-04
2024-04-28 04:19:29 transreid.train INFO: Epoch[100] Iter[90/122] Loss: 1.288, Acc: 0.997, Base Lr: 1.10e-04
2024-04-28 04:19:32 transreid.train INFO: Epoch[100] Iter[95/122] Loss: 1.286, Acc: 0.997, Base Lr: 1.10e-04
2024-04-28 04:19:36 transreid.train INFO: Epoch[100] Iter[100/122] Loss: 1.284, Acc: 0.997, Base Lr: 1.10e-04
2024-04-28 04:19:39 transreid.train INFO: Epoch[100] Iter[105/122] Loss: 1.283, Acc: 0.997, Base Lr: 1.10e-04
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2024-04-28 04:19:45 transreid.train INFO: Epoch 100 done. Time per epoch: 81.709[s] Speed: 354.0[samples/s]
2024-04-28 04:23:28 transreid.train INFO: Validation Results - Epoch: 100
2024-04-28 04:23:28 transreid.train INFO: mAP: 69.8%
2024-04-28 04:23:28 transreid.train INFO: CMC curve, Rank-1  :87.8%
2024-04-28 04:23:28 transreid.train INFO: CMC curve, Rank-5  :93.8%
2024-04-28 04:23:28 transreid.train INFO: CMC curve, Rank-10 :95.2%
2024-04-28 04:23:36 transreid.train INFO: Epoch[101] Iter[5/122] Loss: 1.352, Acc: 0.992, Base Lr: 1.00e-04
2024-04-28 04:23:40 transreid.train INFO: Epoch[101] Iter[10/122] Loss: 1.334, Acc: 0.995, Base Lr: 1.00e-04
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2024-04-28 04:23:46 transreid.train INFO: Epoch[101] Iter[20/122] Loss: 1.328, Acc: 0.996, Base Lr: 1.00e-04
2024-04-28 04:23:50 transreid.train INFO: Epoch[101] Iter[25/122] Loss: 1.319, Acc: 0.996, Base Lr: 1.00e-04
2024-04-28 04:23:53 transreid.train INFO: Epoch[101] Iter[30/122] Loss: 1.320, Acc: 0.996, Base Lr: 1.00e-04
2024-04-28 04:23:56 transreid.train INFO: Epoch[101] Iter[35/122] Loss: 1.316, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:00 transreid.train INFO: Epoch[101] Iter[40/122] Loss: 1.309, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:03 transreid.train INFO: Epoch[101] Iter[45/122] Loss: 1.310, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:06 transreid.train INFO: Epoch[101] Iter[50/122] Loss: 1.308, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:10 transreid.train INFO: Epoch[101] Iter[55/122] Loss: 1.306, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:13 transreid.train INFO: Epoch[101] Iter[60/122] Loss: 1.301, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:16 transreid.train INFO: Epoch[101] Iter[65/122] Loss: 1.300, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:20 transreid.train INFO: Epoch[101] Iter[70/122] Loss: 1.298, Acc: 0.997, Base Lr: 1.00e-04
2024-04-28 04:24:23 transreid.train INFO: Epoch[101] Iter[75/122] Loss: 1.295, Acc: 0.997, Base Lr: 1.00e-04
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2024-04-28 04:24:40 transreid.train INFO: Epoch[101] Iter[100/122] Loss: 1.287, Acc: 0.997, Base Lr: 1.00e-04
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2024-04-28 04:24:51 transreid.train INFO: Epoch 101 done. Time per epoch: 82.403[s] Speed: 357.3[samples/s]
2024-04-28 04:24:59 transreid.train INFO: Epoch[102] Iter[5/122] Loss: 1.312, Acc: 0.998, Base Lr: 9.02e-05
2024-04-28 04:25:02 transreid.train INFO: Epoch[102] Iter[10/122] Loss: 1.326, Acc: 0.995, Base Lr: 9.02e-05
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2024-04-28 04:25:19 transreid.train INFO: Epoch[102] Iter[35/122] Loss: 1.299, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:22 transreid.train INFO: Epoch[102] Iter[40/122] Loss: 1.300, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:26 transreid.train INFO: Epoch[102] Iter[45/122] Loss: 1.297, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:29 transreid.train INFO: Epoch[102] Iter[50/122] Loss: 1.297, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:32 transreid.train INFO: Epoch[102] Iter[55/122] Loss: 1.294, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:36 transreid.train INFO: Epoch[102] Iter[60/122] Loss: 1.291, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:39 transreid.train INFO: Epoch[102] Iter[65/122] Loss: 1.289, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:42 transreid.train INFO: Epoch[102] Iter[70/122] Loss: 1.288, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:25:46 transreid.train INFO: Epoch[102] Iter[75/122] Loss: 1.286, Acc: 0.997, Base Lr: 9.02e-05
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2024-04-28 04:26:02 transreid.train INFO: Epoch[102] Iter[100/122] Loss: 1.274, Acc: 0.997, Base Lr: 9.02e-05
2024-04-28 04:26:06 transreid.train INFO: Epoch[102] Iter[105/122] Loss: 1.272, Acc: 0.997, Base Lr: 9.02e-05
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2024-04-28 04:26:13 transreid.train INFO: Epoch 102 done. Time per epoch: 82.177[s] Speed: 355.1[samples/s]
2024-04-28 04:26:21 transreid.train INFO: Epoch[103] Iter[5/122] Loss: 1.290, Acc: 0.998, Base Lr: 8.10e-05
2024-04-28 04:26:25 transreid.train INFO: Epoch[103] Iter[10/122] Loss: 1.310, Acc: 0.996, Base Lr: 8.10e-05
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2024-04-28 04:26:35 transreid.train INFO: Epoch[103] Iter[25/122] Loss: 1.318, Acc: 0.995, Base Lr: 8.10e-05
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2024-04-28 04:26:45 transreid.train INFO: Epoch[103] Iter[40/122] Loss: 1.313, Acc: 0.996, Base Lr: 8.10e-05
2024-04-28 04:26:48 transreid.train INFO: Epoch[103] Iter[45/122] Loss: 1.309, Acc: 0.996, Base Lr: 8.10e-05
2024-04-28 04:26:51 transreid.train INFO: Epoch[103] Iter[50/122] Loss: 1.307, Acc: 0.996, Base Lr: 8.10e-05
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2024-04-28 04:27:01 transreid.train INFO: Epoch[103] Iter[65/122] Loss: 1.299, Acc: 0.997, Base Lr: 8.10e-05
2024-04-28 04:27:05 transreid.train INFO: Epoch[103] Iter[70/122] Loss: 1.297, Acc: 0.997, Base Lr: 8.10e-05
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2024-04-28 04:27:15 transreid.train INFO: Epoch[103] Iter[85/122] Loss: 1.292, Acc: 0.997, Base Lr: 8.10e-05
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2024-04-28 04:27:24 transreid.train INFO: Epoch[103] Iter[100/122] Loss: 1.285, Acc: 0.997, Base Lr: 8.10e-05
2024-04-28 04:27:28 transreid.train INFO: Epoch[103] Iter[105/122] Loss: 1.283, Acc: 0.997, Base Lr: 8.10e-05
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2024-04-28 04:27:34 transreid.train INFO: Epoch 103 done. Time per epoch: 81.101[s] Speed: 356.7[samples/s]
2024-04-28 04:27:42 transreid.train INFO: Epoch[104] Iter[5/122] Loss: 1.329, Acc: 0.995, Base Lr: 7.22e-05
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2024-04-28 04:28:02 transreid.train INFO: Epoch[104] Iter[35/122] Loss: 1.315, Acc: 0.997, Base Lr: 7.22e-05
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2024-04-28 04:28:09 transreid.train INFO: Epoch[104] Iter[45/122] Loss: 1.311, Acc: 0.997, Base Lr: 7.22e-05
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2024-04-28 04:28:55 transreid.train INFO: Epoch 104 done. Time per epoch: 81.618[s] Speed: 357.6[samples/s]
2024-04-28 04:29:04 transreid.train INFO: Epoch[105] Iter[5/122] Loss: 1.287, Acc: 0.996, Base Lr: 6.40e-05
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2024-04-28 04:30:18 transreid.train INFO: Epoch 105 done. Time per epoch: 82.392[s] Speed: 354.2[samples/s]
2024-04-28 04:30:26 transreid.train INFO: Epoch[106] Iter[5/122] Loss: 1.265, Acc: 0.996, Base Lr: 5.62e-05
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2024-04-28 04:31:40 transreid.train INFO: Epoch 106 done. Time per epoch: 82.173[s] Speed: 355.2[samples/s]
2024-04-28 04:31:48 transreid.train INFO: Epoch[107] Iter[5/122] Loss: 1.296, Acc: 0.998, Base Lr: 4.90e-05
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2024-04-28 04:32:55 transreid.train INFO: Epoch[107] Iter[105/122] Loss: 1.282, Acc: 0.998, Base Lr: 4.90e-05
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2024-04-28 04:33:02 transreid.train INFO: Epoch 107 done. Time per epoch: 81.657[s] Speed: 354.3[samples/s]
2024-04-28 04:33:11 transreid.train INFO: Epoch[108] Iter[5/122] Loss: 1.296, Acc: 0.996, Base Lr: 4.23e-05
2024-04-28 04:33:14 transreid.train INFO: Epoch[108] Iter[10/122] Loss: 1.319, Acc: 0.995, Base Lr: 4.23e-05
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2024-04-28 04:33:57 transreid.train INFO: Epoch[108] Iter[75/122] Loss: 1.292, Acc: 0.997, Base Lr: 4.23e-05
2024-04-28 04:34:00 transreid.train INFO: Epoch[108] Iter[80/122] Loss: 1.292, Acc: 0.997, Base Lr: 4.23e-05
2024-04-28 04:34:04 transreid.train INFO: Epoch[108] Iter[85/122] Loss: 1.289, Acc: 0.997, Base Lr: 4.23e-05
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2024-04-28 04:34:14 transreid.train INFO: Epoch[108] Iter[100/122] Loss: 1.283, Acc: 0.997, Base Lr: 4.23e-05
2024-04-28 04:34:17 transreid.train INFO: Epoch[108] Iter[105/122] Loss: 1.281, Acc: 0.998, Base Lr: 4.23e-05
2024-04-28 04:34:21 transreid.train INFO: Epoch[108] Iter[110/122] Loss: 1.279, Acc: 0.997, Base Lr: 4.23e-05
2024-04-28 04:34:24 transreid.train INFO: Epoch 108 done. Time per epoch: 82.480[s] Speed: 353.8[samples/s]
2024-04-28 04:34:33 transreid.train INFO: Epoch[109] Iter[5/122] Loss: 1.305, Acc: 0.997, Base Lr: 3.61e-05
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2024-04-28 04:35:36 transreid.train INFO: Epoch[109] Iter[100/122] Loss: 1.279, Acc: 0.998, Base Lr: 3.61e-05
2024-04-28 04:35:39 transreid.train INFO: Epoch[109] Iter[105/122] Loss: 1.277, Acc: 0.998, Base Lr: 3.61e-05
2024-04-28 04:35:43 transreid.train INFO: Epoch[109] Iter[110/122] Loss: 1.276, Acc: 0.998, Base Lr: 3.61e-05
2024-04-28 04:35:46 transreid.train INFO: Epoch 109 done. Time per epoch: 81.905[s] Speed: 356.3[samples/s]
2024-04-28 04:35:54 transreid.train INFO: Epoch[110] Iter[5/122] Loss: 1.311, Acc: 0.997, Base Lr: 3.04e-05
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2024-04-28 04:36:41 transreid.train INFO: Epoch[110] Iter[75/122] Loss: 1.294, Acc: 0.996, Base Lr: 3.04e-05
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2024-04-28 04:36:48 transreid.train INFO: Epoch[110] Iter[85/122] Loss: 1.291, Acc: 0.997, Base Lr: 3.04e-05
2024-04-28 04:36:51 transreid.train INFO: Epoch[110] Iter[90/122] Loss: 1.288, Acc: 0.996, Base Lr: 3.04e-05
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2024-04-28 04:36:58 transreid.train INFO: Epoch[110] Iter[100/122] Loss: 1.287, Acc: 0.997, Base Lr: 3.04e-05
2024-04-28 04:37:01 transreid.train INFO: Epoch[110] Iter[105/122] Loss: 1.285, Acc: 0.997, Base Lr: 3.04e-05
2024-04-28 04:37:04 transreid.train INFO: Epoch[110] Iter[110/122] Loss: 1.283, Acc: 0.997, Base Lr: 3.04e-05
2024-04-28 04:37:08 transreid.train INFO: Epoch 110 done. Time per epoch: 82.196[s] Speed: 355.1[samples/s]
2024-04-28 04:40:52 transreid.train INFO: Validation Results - Epoch: 110
2024-04-28 04:40:52 transreid.train INFO: mAP: 69.9%
2024-04-28 04:40:52 transreid.train INFO: CMC curve, Rank-1  :87.9%
2024-04-28 04:40:52 transreid.train INFO: CMC curve, Rank-5  :93.9%
2024-04-28 04:40:52 transreid.train INFO: CMC curve, Rank-10 :95.3%
2024-04-28 04:41:00 transreid.train INFO: Epoch[111] Iter[5/122] Loss: 1.317, Acc: 0.991, Base Lr: 2.53e-05
2024-04-28 04:41:03 transreid.train INFO: Epoch[111] Iter[10/122] Loss: 1.313, Acc: 0.994, Base Lr: 2.53e-05
2024-04-28 04:41:07 transreid.train INFO: Epoch[111] Iter[15/122] Loss: 1.315, Acc: 0.996, Base Lr: 2.53e-05
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2024-04-28 04:41:13 transreid.train INFO: Epoch[111] Iter[25/122] Loss: 1.307, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:41:17 transreid.train INFO: Epoch[111] Iter[30/122] Loss: 1.306, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:41:20 transreid.train INFO: Epoch[111] Iter[35/122] Loss: 1.305, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:41:23 transreid.train INFO: Epoch[111] Iter[40/122] Loss: 1.306, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:41:26 transreid.train INFO: Epoch[111] Iter[45/122] Loss: 1.304, Acc: 0.997, Base Lr: 2.53e-05
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2024-04-28 04:41:53 transreid.train INFO: Epoch[111] Iter[85/122] Loss: 1.290, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:41:56 transreid.train INFO: Epoch[111] Iter[90/122] Loss: 1.287, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:42:00 transreid.train INFO: Epoch[111] Iter[95/122] Loss: 1.284, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:42:03 transreid.train INFO: Epoch[111] Iter[100/122] Loss: 1.284, Acc: 0.997, Base Lr: 2.53e-05
2024-04-28 04:42:06 transreid.train INFO: Epoch[111] Iter[105/122] Loss: 1.285, Acc: 0.997, Base Lr: 2.53e-05
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2024-04-28 04:42:13 transreid.train INFO: Epoch 111 done. Time per epoch: 81.758[s] Speed: 357.0[samples/s]
2024-04-28 04:42:22 transreid.train INFO: Epoch[112] Iter[5/122] Loss: 1.284, Acc: 0.998, Base Lr: 2.06e-05
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2024-04-28 04:42:45 transreid.train INFO: Epoch[112] Iter[40/122] Loss: 1.298, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:42:49 transreid.train INFO: Epoch[112] Iter[45/122] Loss: 1.299, Acc: 0.998, Base Lr: 2.06e-05
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2024-04-28 04:42:55 transreid.train INFO: Epoch[112] Iter[55/122] Loss: 1.291, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:42:59 transreid.train INFO: Epoch[112] Iter[60/122] Loss: 1.290, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:02 transreid.train INFO: Epoch[112] Iter[65/122] Loss: 1.289, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:05 transreid.train INFO: Epoch[112] Iter[70/122] Loss: 1.289, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:09 transreid.train INFO: Epoch[112] Iter[75/122] Loss: 1.288, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:12 transreid.train INFO: Epoch[112] Iter[80/122] Loss: 1.287, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:15 transreid.train INFO: Epoch[112] Iter[85/122] Loss: 1.286, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:19 transreid.train INFO: Epoch[112] Iter[90/122] Loss: 1.285, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:22 transreid.train INFO: Epoch[112] Iter[95/122] Loss: 1.281, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:25 transreid.train INFO: Epoch[112] Iter[100/122] Loss: 1.278, Acc: 0.998, Base Lr: 2.06e-05
2024-04-28 04:43:29 transreid.train INFO: Epoch[112] Iter[105/122] Loss: 1.275, Acc: 0.998, Base Lr: 2.06e-05
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2024-04-28 04:43:36 transreid.train INFO: Epoch 112 done. Time per epoch: 82.326[s] Speed: 354.5[samples/s]
2024-04-28 04:43:44 transreid.train INFO: Epoch[113] Iter[5/122] Loss: 1.314, Acc: 0.994, Base Lr: 1.66e-05
2024-04-28 04:43:48 transreid.train INFO: Epoch[113] Iter[10/122] Loss: 1.328, Acc: 0.993, Base Lr: 1.66e-05
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2024-04-28 04:44:04 transreid.train INFO: Epoch[113] Iter[35/122] Loss: 1.301, Acc: 0.996, Base Lr: 1.66e-05
2024-04-28 04:44:07 transreid.train INFO: Epoch[113] Iter[40/122] Loss: 1.298, Acc: 0.996, Base Lr: 1.66e-05
2024-04-28 04:44:11 transreid.train INFO: Epoch[113] Iter[45/122] Loss: 1.296, Acc: 0.996, Base Lr: 1.66e-05
2024-04-28 04:44:14 transreid.train INFO: Epoch[113] Iter[50/122] Loss: 1.297, Acc: 0.996, Base Lr: 1.66e-05
2024-04-28 04:44:17 transreid.train INFO: Epoch[113] Iter[55/122] Loss: 1.294, Acc: 0.996, Base Lr: 1.66e-05
2024-04-28 04:44:21 transreid.train INFO: Epoch[113] Iter[60/122] Loss: 1.296, Acc: 0.996, Base Lr: 1.66e-05
2024-04-28 04:44:24 transreid.train INFO: Epoch[113] Iter[65/122] Loss: 1.293, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:27 transreid.train INFO: Epoch[113] Iter[70/122] Loss: 1.291, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:31 transreid.train INFO: Epoch[113] Iter[75/122] Loss: 1.289, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:34 transreid.train INFO: Epoch[113] Iter[80/122] Loss: 1.288, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:37 transreid.train INFO: Epoch[113] Iter[85/122] Loss: 1.287, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:41 transreid.train INFO: Epoch[113] Iter[90/122] Loss: 1.285, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:44 transreid.train INFO: Epoch[113] Iter[95/122] Loss: 1.279, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:47 transreid.train INFO: Epoch[113] Iter[100/122] Loss: 1.275, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:51 transreid.train INFO: Epoch[113] Iter[105/122] Loss: 1.270, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:54 transreid.train INFO: Epoch[113] Iter[110/122] Loss: 1.267, Acc: 0.997, Base Lr: 1.66e-05
2024-04-28 04:44:57 transreid.train INFO: Epoch 113 done. Time per epoch: 81.774[s] Speed: 356.9[samples/s]
2024-04-28 04:45:06 transreid.train INFO: Epoch[114] Iter[5/122] Loss: 1.285, Acc: 0.999, Base Lr: 1.30e-05
2024-04-28 04:45:09 transreid.train INFO: Epoch[114] Iter[10/122] Loss: 1.298, Acc: 0.997, Base Lr: 1.30e-05
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2024-04-28 04:45:16 transreid.train INFO: Epoch[114] Iter[20/122] Loss: 1.307, Acc: 0.997, Base Lr: 1.30e-05
2024-04-28 04:45:19 transreid.train INFO: Epoch[114] Iter[25/122] Loss: 1.305, Acc: 0.997, Base Lr: 1.30e-05
2024-04-28 04:45:22 transreid.train INFO: Epoch[114] Iter[30/122] Loss: 1.306, Acc: 0.997, Base Lr: 1.30e-05
2024-04-28 04:45:26 transreid.train INFO: Epoch[114] Iter[35/122] Loss: 1.300, Acc: 0.997, Base Lr: 1.30e-05
2024-04-28 04:45:29 transreid.train INFO: Epoch[114] Iter[40/122] Loss: 1.300, Acc: 0.997, Base Lr: 1.30e-05
2024-04-28 04:45:32 transreid.train INFO: Epoch[114] Iter[45/122] Loss: 1.303, Acc: 0.997, Base Lr: 1.30e-05
2024-04-28 04:45:36 transreid.train INFO: Epoch[114] Iter[50/122] Loss: 1.306, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:39 transreid.train INFO: Epoch[114] Iter[55/122] Loss: 1.299, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:42 transreid.train INFO: Epoch[114] Iter[60/122] Loss: 1.296, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:46 transreid.train INFO: Epoch[114] Iter[65/122] Loss: 1.292, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:49 transreid.train INFO: Epoch[114] Iter[70/122] Loss: 1.289, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:52 transreid.train INFO: Epoch[114] Iter[75/122] Loss: 1.286, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:56 transreid.train INFO: Epoch[114] Iter[80/122] Loss: 1.283, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:45:59 transreid.train INFO: Epoch[114] Iter[85/122] Loss: 1.279, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:46:02 transreid.train INFO: Epoch[114] Iter[90/122] Loss: 1.277, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:46:06 transreid.train INFO: Epoch[114] Iter[95/122] Loss: 1.276, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:46:09 transreid.train INFO: Epoch[114] Iter[100/122] Loss: 1.274, Acc: 0.998, Base Lr: 1.30e-05
2024-04-28 04:46:12 transreid.train INFO: Epoch[114] Iter[105/122] Loss: 1.272, Acc: 0.998, Base Lr: 1.30e-05
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2024-04-28 04:46:19 transreid.train INFO: Epoch 114 done. Time per epoch: 81.801[s] Speed: 356.8[samples/s]
2024-04-28 04:46:28 transreid.train INFO: Epoch[115] Iter[5/122] Loss: 1.294, Acc: 0.996, Base Lr: 1.00e-05
2024-04-28 04:46:31 transreid.train INFO: Epoch[115] Iter[10/122] Loss: 1.310, Acc: 0.996, Base Lr: 1.00e-05
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2024-04-28 04:46:48 transreid.train INFO: Epoch[115] Iter[35/122] Loss: 1.299, Acc: 0.996, Base Lr: 1.00e-05
2024-04-28 04:46:51 transreid.train INFO: Epoch[115] Iter[40/122] Loss: 1.296, Acc: 0.996, Base Lr: 1.00e-05
2024-04-28 04:46:54 transreid.train INFO: Epoch[115] Iter[45/122] Loss: 1.294, Acc: 0.996, Base Lr: 1.00e-05
2024-04-28 04:46:58 transreid.train INFO: Epoch[115] Iter[50/122] Loss: 1.291, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:01 transreid.train INFO: Epoch[115] Iter[55/122] Loss: 1.288, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:04 transreid.train INFO: Epoch[115] Iter[60/122] Loss: 1.287, Acc: 0.997, Base Lr: 1.00e-05
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2024-04-28 04:47:11 transreid.train INFO: Epoch[115] Iter[70/122] Loss: 1.287, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:14 transreid.train INFO: Epoch[115] Iter[75/122] Loss: 1.282, Acc: 0.997, Base Lr: 1.00e-05
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2024-04-28 04:47:21 transreid.train INFO: Epoch[115] Iter[85/122] Loss: 1.278, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:24 transreid.train INFO: Epoch[115] Iter[90/122] Loss: 1.276, Acc: 0.997, Base Lr: 1.00e-05
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2024-04-28 04:47:31 transreid.train INFO: Epoch[115] Iter[100/122] Loss: 1.273, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:34 transreid.train INFO: Epoch[115] Iter[105/122] Loss: 1.270, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:38 transreid.train INFO: Epoch[115] Iter[110/122] Loss: 1.268, Acc: 0.997, Base Lr: 1.00e-05
2024-04-28 04:47:41 transreid.train INFO: Epoch 115 done. Time per epoch: 82.071[s] Speed: 355.6[samples/s]
2024-04-28 04:47:50 transreid.train INFO: Epoch[116] Iter[5/122] Loss: 1.314, Acc: 0.995, Base Lr: 7.57e-06
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2024-04-28 04:48:13 transreid.train INFO: Epoch[116] Iter[40/122] Loss: 1.291, Acc: 0.997, Base Lr: 7.57e-06
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2024-04-28 04:48:43 transreid.train INFO: Epoch[116] Iter[85/122] Loss: 1.278, Acc: 0.997, Base Lr: 7.57e-06
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2024-04-28 04:49:03 transreid.train INFO: Epoch 116 done. Time per epoch: 82.014[s] Speed: 355.8[samples/s]
2024-04-28 04:49:12 transreid.train INFO: Epoch[117] Iter[5/122] Loss: 1.338, Acc: 0.994, Base Lr: 5.66e-06
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2024-04-28 04:49:35 transreid.train INFO: Epoch[117] Iter[40/122] Loss: 1.315, Acc: 0.996, Base Lr: 5.66e-06
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2024-04-28 04:49:55 transreid.train INFO: Epoch[117] Iter[70/122] Loss: 1.298, Acc: 0.997, Base Lr: 5.66e-06
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2024-04-28 04:50:18 transreid.train INFO: Epoch[117] Iter[105/122] Loss: 1.282, Acc: 0.997, Base Lr: 5.66e-06
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2024-04-28 04:50:25 transreid.train INFO: Epoch 117 done. Time per epoch: 81.743[s] Speed: 357.0[samples/s]
2024-04-28 04:50:34 transreid.train INFO: Epoch[118] Iter[5/122] Loss: 1.305, Acc: 1.000, Base Lr: 4.29e-06
2024-04-28 04:50:37 transreid.train INFO: Epoch[118] Iter[10/122] Loss: 1.298, Acc: 0.998, Base Lr: 4.29e-06
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2024-04-28 04:51:00 transreid.train INFO: Epoch[118] Iter[45/122] Loss: 1.297, Acc: 0.997, Base Lr: 4.29e-06
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2024-04-28 04:51:14 transreid.train INFO: Epoch[118] Iter[65/122] Loss: 1.294, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:17 transreid.train INFO: Epoch[118] Iter[70/122] Loss: 1.293, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:20 transreid.train INFO: Epoch[118] Iter[75/122] Loss: 1.293, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:24 transreid.train INFO: Epoch[118] Iter[80/122] Loss: 1.293, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:27 transreid.train INFO: Epoch[118] Iter[85/122] Loss: 1.293, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:30 transreid.train INFO: Epoch[118] Iter[90/122] Loss: 1.292, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:34 transreid.train INFO: Epoch[118] Iter[95/122] Loss: 1.290, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:37 transreid.train INFO: Epoch[118] Iter[100/122] Loss: 1.287, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:40 transreid.train INFO: Epoch[118] Iter[105/122] Loss: 1.286, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:44 transreid.train INFO: Epoch[118] Iter[110/122] Loss: 1.285, Acc: 0.998, Base Lr: 4.29e-06
2024-04-28 04:51:47 transreid.train INFO: Epoch 118 done. Time per epoch: 82.274[s] Speed: 354.7[samples/s]
2024-04-28 04:51:56 transreid.train INFO: Epoch[119] Iter[5/122] Loss: 1.329, Acc: 0.993, Base Lr: 3.47e-06
2024-04-28 04:51:59 transreid.train INFO: Epoch[119] Iter[10/122] Loss: 1.329, Acc: 0.995, Base Lr: 3.47e-06
2024-04-28 04:52:03 transreid.train INFO: Epoch[119] Iter[15/122] Loss: 1.322, Acc: 0.995, Base Lr: 3.47e-06
2024-04-28 04:52:06 transreid.train INFO: Epoch[119] Iter[20/122] Loss: 1.311, Acc: 0.996, Base Lr: 3.47e-06
2024-04-28 04:52:09 transreid.train INFO: Epoch[119] Iter[25/122] Loss: 1.303, Acc: 0.996, Base Lr: 3.47e-06
2024-04-28 04:52:13 transreid.train INFO: Epoch[119] Iter[30/122] Loss: 1.302, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:16 transreid.train INFO: Epoch[119] Iter[35/122] Loss: 1.299, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:19 transreid.train INFO: Epoch[119] Iter[40/122] Loss: 1.305, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:23 transreid.train INFO: Epoch[119] Iter[45/122] Loss: 1.307, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:26 transreid.train INFO: Epoch[119] Iter[50/122] Loss: 1.305, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:29 transreid.train INFO: Epoch[119] Iter[55/122] Loss: 1.304, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:33 transreid.train INFO: Epoch[119] Iter[60/122] Loss: 1.304, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:36 transreid.train INFO: Epoch[119] Iter[65/122] Loss: 1.302, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:39 transreid.train INFO: Epoch[119] Iter[70/122] Loss: 1.298, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:43 transreid.train INFO: Epoch[119] Iter[75/122] Loss: 1.297, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:46 transreid.train INFO: Epoch[119] Iter[80/122] Loss: 1.294, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:49 transreid.train INFO: Epoch[119] Iter[85/122] Loss: 1.292, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:53 transreid.train INFO: Epoch[119] Iter[90/122] Loss: 1.290, Acc: 0.997, Base Lr: 3.47e-06
2024-04-28 04:52:56 transreid.train INFO: Epoch[119] Iter[95/122] Loss: 1.288, Acc: 0.998, Base Lr: 3.47e-06
2024-04-28 04:52:59 transreid.train INFO: Epoch[119] Iter[100/122] Loss: 1.284, Acc: 0.998, Base Lr: 3.47e-06
2024-04-28 04:53:03 transreid.train INFO: Epoch[119] Iter[105/122] Loss: 1.284, Acc: 0.998, Base Lr: 3.47e-06
2024-04-28 04:53:06 transreid.train INFO: Epoch[119] Iter[110/122] Loss: 1.281, Acc: 0.998, Base Lr: 3.47e-06
2024-04-28 04:53:09 transreid.train INFO: Epoch 119 done. Time per epoch: 82.043[s] Speed: 355.7[samples/s]
2024-04-28 04:53:18 transreid.train INFO: Epoch[120] Iter[5/122] Loss: 1.344, Acc: 0.995, Base Lr: 3.20e-06
2024-04-28 04:53:21 transreid.train INFO: Epoch[120] Iter[10/122] Loss: 1.315, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:24 transreid.train INFO: Epoch[120] Iter[15/122] Loss: 1.318, Acc: 0.996, Base Lr: 3.20e-06
2024-04-28 04:53:28 transreid.train INFO: Epoch[120] Iter[20/122] Loss: 1.321, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:31 transreid.train INFO: Epoch[120] Iter[25/122] Loss: 1.319, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:34 transreid.train INFO: Epoch[120] Iter[30/122] Loss: 1.321, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:38 transreid.train INFO: Epoch[120] Iter[35/122] Loss: 1.316, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:41 transreid.train INFO: Epoch[120] Iter[40/122] Loss: 1.312, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:44 transreid.train INFO: Epoch[120] Iter[45/122] Loss: 1.310, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:48 transreid.train INFO: Epoch[120] Iter[50/122] Loss: 1.309, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:51 transreid.train INFO: Epoch[120] Iter[55/122] Loss: 1.309, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:54 transreid.train INFO: Epoch[120] Iter[60/122] Loss: 1.307, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:53:58 transreid.train INFO: Epoch[120] Iter[65/122] Loss: 1.303, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:01 transreid.train INFO: Epoch[120] Iter[70/122] Loss: 1.303, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:04 transreid.train INFO: Epoch[120] Iter[75/122] Loss: 1.300, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:08 transreid.train INFO: Epoch[120] Iter[80/122] Loss: 1.299, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:11 transreid.train INFO: Epoch[120] Iter[85/122] Loss: 1.296, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:14 transreid.train INFO: Epoch[120] Iter[90/122] Loss: 1.294, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:17 transreid.train INFO: Epoch[120] Iter[95/122] Loss: 1.292, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:21 transreid.train INFO: Epoch[120] Iter[100/122] Loss: 1.291, Acc: 0.998, Base Lr: 3.20e-06
2024-04-28 04:54:24 transreid.train INFO: Epoch[120] Iter[105/122] Loss: 1.288, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:27 transreid.train INFO: Epoch[120] Iter[110/122] Loss: 1.288, Acc: 0.997, Base Lr: 3.20e-06
2024-04-28 04:54:31 transreid.train INFO: Epoch 120 done. Time per epoch: 81.548[s] Speed: 357.9[samples/s]
2024-04-28 04:58:12 transreid.train INFO: Validation Results - Epoch: 120
2024-04-28 04:58:12 transreid.train INFO: mAP: 69.9%
2024-04-28 04:58:12 transreid.train INFO: CMC curve, Rank-1  :88.0%
2024-04-28 04:58:12 transreid.train INFO: CMC curve, Rank-5  :93.8%
2024-04-28 04:58:12 transreid.train INFO: CMC curve, Rank-10 :95.2%
