2024-05-13 16:48:28 transreid INFO: Saving model in the path :log/transreid/msmt17/swin_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 16:48:28 transreid INFO: Loaded configuration file configs/msmt17/swin_tiny.yml
2024-05-13 16:48:28 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: swin_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/swin_tiny.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/msmt17/swin_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-13 16:48:29 transreid.check INFO: Dataset statistics:
2024-05-13 16:48:29 transreid.check INFO:   ----------------------------------------
2024-05-13 16:48:29 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 16:48:29 transreid.check INFO:   ----------------------------------------
2024-05-13 16:48:29 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-13 16:48:29 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-13 16:48:29 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-13 16:48:29 transreid.check INFO:   ----------------------------------------
2024-05-13 16:48:30 transreid INFO: ===========using cosine learning rate=======
2024-05-13 16:48:30 transreid.train INFO: start training
2024-05-13 16:48:36 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.611, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 16:48:39 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.466, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:48:43 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.403, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:48:46 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.310, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 16:48:49 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.222, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:48:53 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.154, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:48:56 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.117, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:48:59 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.085, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:03 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.051, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-13 16:49:10 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.970, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-13 16:51:11 transreid.train INFO: Epoch 1 done. Time per epoch: 160.750[s] Speed: 189.1[samples/s]
2024-05-13 16:51:15 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.222, Acc: 0.017, Base Lr: 8.72e-04
2024-05-13 16:51:19 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 8.199, Acc: 0.015, Base Lr: 8.72e-04
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2024-05-13 16:51:32 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 8.166, Acc: 0.023, Base Lr: 8.72e-04
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2024-05-13 16:53:50 transreid.train INFO: Epoch 2 done. Time per epoch: 158.649[s] Speed: 191.6[samples/s]
2024-05-13 16:53:54 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.718, Acc: 0.033, Base Lr: 1.27e-03
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2024-05-13 16:59:07 transreid.train INFO: Epoch 4 done. Time per epoch: 157.995[s] Speed: 191.6[samples/s]
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2024-05-13 17:01:47 transreid.train INFO: Epoch 5 done. Time per epoch: 160.648[s] Speed: 188.4[samples/s]
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2024-05-13 17:07:01 transreid.train INFO: Epoch 7 done. Time per epoch: 158.963[s] Speed: 190.8[samples/s]
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2024-05-13 17:09:39 transreid.train INFO: Epoch 8 done. Time per epoch: 158.273[s] Speed: 191.3[samples/s]
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2024-05-13 17:12:17 transreid.train INFO: Epoch 9 done. Time per epoch: 158.382[s] Speed: 191.5[samples/s]
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2024-05-13 17:14:57 transreid.train INFO: Epoch 10 done. Time per epoch: 159.286[s] Speed: 190.9[samples/s]
2024-05-13 17:15:01 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.984, Acc: 0.708, Base Lr: 4.44e-03
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2024-05-13 17:17:35 transreid.train INFO: Epoch 11 done. Time per epoch: 157.871[s] Speed: 191.3[samples/s]
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2024-05-13 17:20:14 transreid.train INFO: Epoch 12 done. Time per epoch: 159.253[s] Speed: 190.9[samples/s]
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2024-05-13 17:22:52 transreid.train INFO: Epoch 13 done. Time per epoch: 158.351[s] Speed: 190.8[samples/s]
2024-05-13 17:22:56 transreid.train INFO: Epoch[14] Iter[10/486] Loss: 1.258, Acc: 0.828, Base Lr: 5.62e-03
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2024-05-13 17:25:29 transreid.train INFO: Epoch 14 done. Time per epoch: 157.050[s] Speed: 193.2[samples/s]
2024-05-13 17:25:33 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 1.159, Acc: 0.839, Base Lr: 6.02e-03
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2024-05-13 17:28:08 transreid.train INFO: Epoch 15 done. Time per epoch: 158.246[s] Speed: 191.3[samples/s]
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2024-05-13 17:30:46 transreid.train INFO: Epoch 16 done. Time per epoch: 158.280[s] Speed: 191.7[samples/s]
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2024-05-13 17:33:25 transreid.train INFO: Epoch 17 done. Time per epoch: 158.778[s] Speed: 191.1[samples/s]
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2024-05-13 17:36:03 transreid.train INFO: Epoch 18 done. Time per epoch: 158.572[s] Speed: 191.3[samples/s]
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2024-05-13 17:38:42 transreid.train INFO: Epoch 19 done. Time per epoch: 158.859[s] Speed: 191.0[samples/s]
2024-05-13 17:38:46 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.819, Acc: 0.906, Base Lr: 7.47e-03
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2024-05-13 17:41:20 transreid.train INFO: Epoch 20 done. Time per epoch: 158.125[s] Speed: 191.8[samples/s]
2024-05-13 17:46:42 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 17:46:42 transreid.train INFO: mAP: 33.6%
2024-05-13 17:46:42 transreid.train INFO: CMC curve, Rank-1  :60.9%
2024-05-13 17:46:42 transreid.train INFO: CMC curve, Rank-5  :75.2%
2024-05-13 17:46:42 transreid.train INFO: CMC curve, Rank-10 :80.2%
2024-05-13 17:46:46 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.698, Acc: 0.922, Base Lr: 7.41e-03
2024-05-13 17:46:47 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.696, Acc: 0.930, Base Lr: 7.41e-03
2024-05-13 17:46:49 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 0.723, Acc: 0.925, Base Lr: 7.41e-03
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2024-05-13 17:48:06 transreid.train INFO: Epoch 21 done. Time per epoch: 83.894[s] Speed: 361.6[samples/s]
2024-05-13 17:48:10 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.791, Acc: 0.916, Base Lr: 7.36e-03
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2024-05-13 17:49:30 transreid.train INFO: Epoch 22 done. Time per epoch: 84.075[s] Speed: 359.3[samples/s]
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2024-05-13 17:50:54 transreid.train INFO: Epoch 23 done. Time per epoch: 84.285[s] Speed: 359.9[samples/s]
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2024-05-13 17:52:18 transreid.train INFO: Epoch 24 done. Time per epoch: 84.401[s] Speed: 359.4[samples/s]
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2024-05-13 17:53:43 transreid.train INFO: Epoch 25 done. Time per epoch: 84.521[s] Speed: 359.7[samples/s]
2024-05-13 17:53:47 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.417, Acc: 0.963, Base Lr: 7.11e-03
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2024-05-13 17:55:07 transreid.train INFO: Epoch 26 done. Time per epoch: 84.435[s] Speed: 360.0[samples/s]
2024-05-13 17:55:11 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.520, Acc: 0.947, Base Lr: 7.04e-03
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2024-05-13 17:56:32 transreid.train INFO: Epoch 27 done. Time per epoch: 84.696[s] Speed: 358.9[samples/s]
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2024-05-13 17:57:56 transreid.train INFO: Epoch 28 done. Time per epoch: 84.176[s] Speed: 359.6[samples/s]
2024-05-13 17:58:00 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.432, Acc: 0.966, Base Lr: 6.90e-03
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2024-05-13 17:59:20 transreid.train INFO: Epoch 29 done. Time per epoch: 84.319[s] Speed: 359.0[samples/s]
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2024-05-13 18:00:45 transreid.train INFO: Epoch 30 done. Time per epoch: 84.390[s] Speed: 359.5[samples/s]
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2024-05-13 18:02:09 transreid.train INFO: Epoch 31 done. Time per epoch: 84.026[s] Speed: 360.3[samples/s]
2024-05-13 18:02:13 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.328, Acc: 0.977, Base Lr: 6.68e-03
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2024-05-13 18:03:34 transreid.train INFO: Epoch 32 done. Time per epoch: 84.659[s] Speed: 359.1[samples/s]
2024-05-13 18:03:38 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.341, Acc: 0.956, Base Lr: 6.60e-03
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2024-05-13 18:04:58 transreid.train INFO: Epoch 33 done. Time per epoch: 84.348[s] Speed: 359.7[samples/s]
2024-05-13 18:05:02 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.446, Acc: 0.953, Base Lr: 6.52e-03
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2024-05-13 18:06:22 transreid.train INFO: Epoch 34 done. Time per epoch: 84.139[s] Speed: 359.8[samples/s]
2024-05-13 18:06:26 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.304, Acc: 0.975, Base Lr: 6.44e-03
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2024-05-13 18:07:46 transreid.train INFO: Epoch 35 done. Time per epoch: 84.412[s] Speed: 360.1[samples/s]
2024-05-13 18:07:50 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 0.259, Acc: 0.977, Base Lr: 6.35e-03
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2024-05-13 18:09:10 transreid.train INFO: Epoch 36 done. Time per epoch: 83.934[s] Speed: 359.9[samples/s]
2024-05-13 18:09:15 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.246, Acc: 0.983, Base Lr: 6.27e-03
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2024-05-13 18:10:35 transreid.train INFO: Epoch 37 done. Time per epoch: 84.471[s] Speed: 359.1[samples/s]
2024-05-13 18:10:39 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.208, Acc: 0.973, Base Lr: 6.18e-03
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2024-05-13 18:11:59 transreid.train INFO: Epoch 38 done. Time per epoch: 84.224[s] Speed: 360.2[samples/s]
2024-05-13 18:12:03 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.223, Acc: 0.983, Base Lr: 6.09e-03
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2024-05-13 18:13:24 transreid.train INFO: Epoch 39 done. Time per epoch: 84.564[s] Speed: 358.7[samples/s]
2024-05-13 18:13:28 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.274, Acc: 0.975, Base Lr: 6.00e-03
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2024-05-13 18:14:48 transreid.train INFO: Epoch 40 done. Time per epoch: 84.525[s] Speed: 359.7[samples/s]
2024-05-13 18:18:33 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 18:18:33 transreid.train INFO: mAP: 42.7%
2024-05-13 18:18:33 transreid.train INFO: CMC curve, Rank-1  :68.8%
2024-05-13 18:18:33 transreid.train INFO: CMC curve, Rank-5  :81.3%
2024-05-13 18:18:33 transreid.train INFO: CMC curve, Rank-10 :85.5%
2024-05-13 18:18:37 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.169, Acc: 0.988, Base Lr: 5.91e-03
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2024-05-13 18:19:58 transreid.train INFO: Epoch 41 done. Time per epoch: 84.877[s] Speed: 358.2[samples/s]
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2024-05-13 18:21:22 transreid.train INFO: Epoch 42 done. Time per epoch: 84.796[s] Speed: 357.8[samples/s]
2024-05-13 18:21:27 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.165, Acc: 0.989, Base Lr: 5.73e-03
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2024-05-13 18:22:47 transreid.train INFO: Epoch 43 done. Time per epoch: 84.980[s] Speed: 357.0[samples/s]
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2024-05-13 18:24:13 transreid.train INFO: Epoch 44 done. Time per epoch: 85.224[s] Speed: 356.7[samples/s]
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2024-05-13 18:25:37 transreid.train INFO: Epoch 45 done. Time per epoch: 84.750[s] Speed: 357.2[samples/s]
2024-05-13 18:25:42 transreid.train INFO: Epoch[46] Iter[10/486] Loss: 0.095, Acc: 0.994, Base Lr: 5.44e-03
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2024-05-13 18:27:02 transreid.train INFO: Epoch 46 done. Time per epoch: 84.836[s] Speed: 356.8[samples/s]
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2024-05-13 18:28:27 transreid.train INFO: Epoch 47 done. Time per epoch: 84.597[s] Speed: 357.1[samples/s]
2024-05-13 18:28:31 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.155, Acc: 0.986, Base Lr: 5.24e-03
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2024-05-13 18:29:51 transreid.train INFO: Epoch 48 done. Time per epoch: 84.411[s] Speed: 356.4[samples/s]
2024-05-13 18:29:56 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.158, Acc: 0.986, Base Lr: 5.14e-03
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2024-05-13 18:31:16 transreid.train INFO: Epoch 49 done. Time per epoch: 84.742[s] Speed: 357.2[samples/s]
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2024-05-13 18:32:41 transreid.train INFO: Epoch 50 done. Time per epoch: 84.661[s] Speed: 357.6[samples/s]
2024-05-13 18:32:45 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.143, Acc: 0.988, Base Lr: 4.94e-03
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2024-05-13 18:34:07 transreid.train INFO: Epoch 51 done. Time per epoch: 86.039[s] Speed: 354.8[samples/s]
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2024-05-13 18:35:32 transreid.train INFO: Epoch 52 done. Time per epoch: 85.204[s] Speed: 356.8[samples/s]
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2024-05-13 18:36:57 transreid.train INFO: Epoch 53 done. Time per epoch: 85.065[s] Speed: 356.6[samples/s]
2024-05-13 18:37:01 transreid.train INFO: Epoch[54] Iter[10/486] Loss: 0.118, Acc: 0.988, Base Lr: 4.63e-03
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2024-05-13 18:38:22 transreid.train INFO: Epoch 54 done. Time per epoch: 85.398[s] Speed: 357.5[samples/s]
2024-05-13 18:38:27 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.119, Acc: 0.992, Base Lr: 4.53e-03
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2024-05-13 18:39:47 transreid.train INFO: Epoch 55 done. Time per epoch: 84.785[s] Speed: 356.3[samples/s]
2024-05-13 18:39:52 transreid.train INFO: Epoch[56] Iter[10/486] Loss: 0.103, Acc: 0.988, Base Lr: 4.43e-03
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2024-05-13 18:41:12 transreid.train INFO: Epoch 56 done. Time per epoch: 84.597[s] Speed: 357.1[samples/s]
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2024-05-13 18:42:37 transreid.train INFO: Epoch 57 done. Time per epoch: 85.016[s] Speed: 356.8[samples/s]
2024-05-13 18:42:41 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.086, Acc: 0.994, Base Lr: 4.22e-03
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2024-05-13 18:44:02 transreid.train INFO: Epoch 58 done. Time per epoch: 84.869[s] Speed: 356.7[samples/s]
2024-05-13 18:44:06 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.120, Acc: 0.989, Base Lr: 4.11e-03
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2024-05-13 18:45:27 transreid.train INFO: Epoch 59 done. Time per epoch: 85.191[s] Speed: 356.8[samples/s]
2024-05-13 18:45:31 transreid.train INFO: Epoch[60] Iter[10/486] Loss: 0.103, Acc: 0.992, Base Lr: 4.01e-03
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2024-05-13 18:46:52 transreid.train INFO: Epoch 60 done. Time per epoch: 84.756[s] Speed: 356.4[samples/s]
2024-05-13 18:50:36 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 18:50:36 transreid.train INFO: mAP: 46.5%
2024-05-13 18:50:36 transreid.train INFO: CMC curve, Rank-1  :71.2%
2024-05-13 18:50:36 transreid.train INFO: CMC curve, Rank-5  :83.7%
2024-05-13 18:50:36 transreid.train INFO: CMC curve, Rank-10 :87.6%
2024-05-13 18:50:41 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.084, Acc: 0.995, Base Lr: 3.90e-03
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2024-05-13 18:52:01 transreid.train INFO: Epoch 61 done. Time per epoch: 84.992[s] Speed: 356.9[samples/s]
2024-05-13 18:52:06 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.090, Acc: 0.994, Base Lr: 3.80e-03
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2024-05-13 18:53:26 transreid.train INFO: Epoch 62 done. Time per epoch: 84.780[s] Speed: 355.6[samples/s]
2024-05-13 18:53:30 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.067, Acc: 0.995, Base Lr: 3.69e-03
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2024-05-13 18:54:51 transreid.train INFO: Epoch 63 done. Time per epoch: 85.165[s] Speed: 356.2[samples/s]
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2024-05-13 18:56:16 transreid.train INFO: Epoch 64 done. Time per epoch: 85.129[s] Speed: 356.4[samples/s]
2024-05-13 18:56:21 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.084, Acc: 0.995, Base Lr: 3.49e-03
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2024-05-13 18:57:41 transreid.train INFO: Epoch 65 done. Time per epoch: 84.917[s] Speed: 356.5[samples/s]
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2024-05-13 19:00:31 transreid.train INFO: Epoch 67 done. Time per epoch: 85.174[s] Speed: 356.2[samples/s]
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2024-05-13 19:01:56 transreid.train INFO: Epoch 68 done. Time per epoch: 84.946[s] Speed: 356.4[samples/s]
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2024-05-13 19:04:46 transreid.train INFO: Epoch 70 done. Time per epoch: 84.907[s] Speed: 356.5[samples/s]
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2024-05-13 19:06:11 transreid.train INFO: Epoch 71 done. Time per epoch: 85.291[s] Speed: 355.7[samples/s]
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2024-05-13 19:09:02 transreid.train INFO: Epoch 73 done. Time per epoch: 85.230[s] Speed: 355.9[samples/s]
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2024-05-13 19:10:27 transreid.train INFO: Epoch 74 done. Time per epoch: 85.498[s] Speed: 355.6[samples/s]
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2024-05-13 19:11:52 transreid.train INFO: Epoch 75 done. Time per epoch: 85.078[s] Speed: 356.6[samples/s]
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2024-05-13 19:14:43 transreid.train INFO: Epoch 77 done. Time per epoch: 85.187[s] Speed: 356.1[samples/s]
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2024-05-13 19:17:33 transreid.train INFO: Epoch 79 done. Time per epoch: 85.047[s] Speed: 355.9[samples/s]
2024-05-13 19:17:37 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.052, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-13 19:18:58 transreid.train INFO: Epoch 80 done. Time per epoch: 84.610[s] Speed: 356.3[samples/s]
2024-05-13 19:22:42 transreid.train INFO: Validation Results - Epoch: 80
2024-05-13 19:22:42 transreid.train INFO: mAP: 49.4%
2024-05-13 19:22:42 transreid.train INFO: CMC curve, Rank-1  :73.6%
2024-05-13 19:22:42 transreid.train INFO: CMC curve, Rank-5  :85.3%
2024-05-13 19:22:42 transreid.train INFO: CMC curve, Rank-10 :88.8%
2024-05-13 19:22:46 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.039, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-13 19:24:07 transreid.train INFO: Epoch 81 done. Time per epoch: 84.932[s] Speed: 357.9[samples/s]
2024-05-13 19:24:11 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.038, Acc: 1.000, Base Lr: 1.83e-03
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2024-05-13 19:26:56 transreid.train INFO: Epoch 83 done. Time per epoch: 84.975[s] Speed: 356.2[samples/s]
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2024-05-13 19:28:22 transreid.train INFO: Epoch 84 done. Time per epoch: 85.457[s] Speed: 355.7[samples/s]
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2024-05-13 19:31:12 transreid.train INFO: Epoch 86 done. Time per epoch: 85.047[s] Speed: 355.9[samples/s]
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2024-05-13 19:32:37 transreid.train INFO: Epoch 87 done. Time per epoch: 85.055[s] Speed: 355.9[samples/s]
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2024-05-13 19:34:02 transreid.train INFO: Epoch 88 done. Time per epoch: 85.127[s] Speed: 356.4[samples/s]
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2024-05-13 19:35:27 transreid.train INFO: Epoch 89 done. Time per epoch: 85.321[s] Speed: 355.6[samples/s]
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2024-05-13 19:36:53 transreid.train INFO: Epoch 90 done. Time per epoch: 85.239[s] Speed: 355.9[samples/s]
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2024-05-13 19:39:43 transreid.train INFO: Epoch 92 done. Time per epoch: 85.613[s] Speed: 355.8[samples/s]
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2024-05-13 19:41:08 transreid.train INFO: Epoch 93 done. Time per epoch: 85.320[s] Speed: 356.3[samples/s]
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2024-05-13 19:42:34 transreid.train INFO: Epoch 94 done. Time per epoch: 85.192[s] Speed: 356.1[samples/s]
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2024-05-13 19:45:24 transreid.train INFO: Epoch 96 done. Time per epoch: 85.046[s] Speed: 356.7[samples/s]
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2024-05-13 19:46:49 transreid.train INFO: Epoch 97 done. Time per epoch: 84.928[s] Speed: 355.7[samples/s]
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2024-05-13 19:48:13 transreid.train INFO: Epoch 98 done. Time per epoch: 84.480[s] Speed: 356.1[samples/s]
2024-05-13 19:48:18 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.027, Acc: 0.998, Base Lr: 6.04e-04
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2024-05-13 19:49:38 transreid.train INFO: Epoch 99 done. Time per epoch: 85.135[s] Speed: 356.3[samples/s]
2024-05-13 19:49:43 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.033, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-13 19:51:04 transreid.train INFO: Epoch 100 done. Time per epoch: 85.217[s] Speed: 356.0[samples/s]
2024-05-13 19:54:47 transreid.train INFO: Validation Results - Epoch: 100
2024-05-13 19:54:47 transreid.train INFO: mAP: 51.1%
2024-05-13 19:54:47 transreid.train INFO: CMC curve, Rank-1  :74.5%
2024-05-13 19:54:47 transreid.train INFO: CMC curve, Rank-5  :86.2%
2024-05-13 19:54:47 transreid.train INFO: CMC curve, Rank-10 :89.6%
2024-05-13 19:54:51 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.033, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-13 19:56:12 transreid.train INFO: Epoch 101 done. Time per epoch: 85.453[s] Speed: 356.5[samples/s]
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2024-05-13 19:57:37 transreid.train INFO: Epoch 102 done. Time per epoch: 84.719[s] Speed: 356.6[samples/s]
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2024-05-13 19:59:02 transreid.train INFO: Epoch 103 done. Time per epoch: 85.176[s] Speed: 356.2[samples/s]
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2024-05-13 20:07:32 transreid.train INFO: Epoch 109 done. Time per epoch: 85.113[s] Speed: 355.7[samples/s]
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2024-05-13 20:08:57 transreid.train INFO: Epoch 110 done. Time per epoch: 84.932[s] Speed: 356.4[samples/s]
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2024-05-13 20:10:22 transreid.train INFO: Epoch 111 done. Time per epoch: 85.134[s] Speed: 355.6[samples/s]
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2024-05-13 20:11:47 transreid.train INFO: Epoch 112 done. Time per epoch: 84.656[s] Speed: 356.8[samples/s]
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2024-05-13 20:13:12 transreid.train INFO: Epoch 113 done. Time per epoch: 85.389[s] Speed: 356.0[samples/s]
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2024-05-13 20:14:37 transreid.train INFO: Epoch 114 done. Time per epoch: 85.013[s] Speed: 356.1[samples/s]
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2024-05-13 20:16:02 transreid.train INFO: Epoch 115 done. Time per epoch: 84.896[s] Speed: 356.6[samples/s]
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2024-05-13 20:17:27 transreid.train INFO: Epoch 116 done. Time per epoch: 84.684[s] Speed: 357.5[samples/s]
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2024-05-13 20:18:52 transreid.train INFO: Epoch 117 done. Time per epoch: 85.352[s] Speed: 356.2[samples/s]
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2024-05-13 20:20:17 transreid.train INFO: Epoch 118 done. Time per epoch: 85.603[s] Speed: 355.1[samples/s]
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2024-05-13 20:21:43 transreid.train INFO: Epoch 119 done. Time per epoch: 85.214[s] Speed: 356.0[samples/s]
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2024-05-13 20:23:08 transreid.train INFO: Epoch 120 done. Time per epoch: 85.306[s] Speed: 355.6[samples/s]
2024-05-13 20:26:51 transreid.train INFO: Validation Results - Epoch: 120
2024-05-13 20:26:51 transreid.train INFO: mAP: 51.5%
2024-05-13 20:26:51 transreid.train INFO: CMC curve, Rank-1  :75.0%
2024-05-13 20:26:51 transreid.train INFO: CMC curve, Rank-5  :86.2%
2024-05-13 20:26:51 transreid.train INFO: CMC curve, Rank-10 :89.8%
