2024-05-13 16:49:12 transreid INFO: Saving model in the path :log/transreid/msmt17/swin_small_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 16:49:12 transreid INFO: Loaded configuration file configs/msmt17/swin_small.yml
2024-05-13 16:49:12 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: 3
  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_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/swin_small.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/msmt17/swin_small_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-13 16:49:12 transreid.check INFO: Dataset statistics:
2024-05-13 16:49:12 transreid.check INFO:   ----------------------------------------
2024-05-13 16:49:12 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 16:49:12 transreid.check INFO:   ----------------------------------------
2024-05-13 16:49:12 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-13 16:49:12 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-13 16:49:12 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-13 16:49:12 transreid.check INFO:   ----------------------------------------
2024-05-13 16:49:14 transreid INFO: ===========using cosine learning rate=======
2024-05-13 16:49:14 transreid.train INFO: start training
2024-05-13 16:49:18 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.286, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 16:49:21 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.136, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:24 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 9.027, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:27 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 8.942, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:30 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 8.858, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:33 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 8.789, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:36 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 8.732, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:38 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 8.691, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:41 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 8.659, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:44 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 8.626, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:47 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.600, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:50 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 8.576, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 16:49:53 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 8.560, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-13 16:51:34 transreid.train INFO: Epoch 1 done. Time per epoch: 140.393[s] Speed: 216.5[samples/s]
2024-05-13 16:51:38 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.076, Acc: 0.025, Base Lr: 8.72e-04
2024-05-13 16:51:41 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 8.084, Acc: 0.023, Base Lr: 8.72e-04
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2024-05-13 16:51:50 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 8.068, Acc: 0.026, Base Lr: 8.72e-04
2024-05-13 16:51:53 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 8.062, Acc: 0.026, Base Lr: 8.72e-04
2024-05-13 16:51:56 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 8.053, Acc: 0.027, Base Lr: 8.72e-04
2024-05-13 16:51:59 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 8.048, Acc: 0.028, Base Lr: 8.72e-04
2024-05-13 16:52:01 transreid.train INFO: Epoch[2] Iter[90/486] Loss: 8.041, Acc: 0.031, Base Lr: 8.72e-04
2024-05-13 16:52:04 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 8.034, Acc: 0.033, Base Lr: 8.72e-04
2024-05-13 16:52:07 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 8.028, Acc: 0.035, Base Lr: 8.72e-04
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2024-05-13 16:53:55 transreid.train INFO: Epoch 2 done. Time per epoch: 140.168[s] Speed: 216.9[samples/s]
2024-05-13 16:53:58 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.516, Acc: 0.033, Base Lr: 1.27e-03
2024-05-13 16:54:01 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 7.522, Acc: 0.027, Base Lr: 1.27e-03
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2024-05-13 16:58:33 transreid.train INFO: Epoch 4 done. Time per epoch: 139.195[s] Speed: 217.5[samples/s]
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2024-05-13 17:00:53 transreid.train INFO: Epoch 5 done. Time per epoch: 139.459[s] Speed: 217.1[samples/s]
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2024-05-13 17:05:32 transreid.train INFO: Epoch 7 done. Time per epoch: 139.537[s] Speed: 217.4[samples/s]
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2024-05-13 17:07:51 transreid.train INFO: Epoch 8 done. Time per epoch: 139.436[s] Speed: 217.1[samples/s]
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2024-05-13 17:10:11 transreid.train INFO: Epoch 9 done. Time per epoch: 139.743[s] Speed: 217.1[samples/s]
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2024-05-13 17:12:31 transreid.train INFO: Epoch 10 done. Time per epoch: 140.036[s] Speed: 217.1[samples/s]
2024-05-13 17:12:34 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.559, Acc: 0.792, Base Lr: 4.44e-03
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2024-05-13 17:14:50 transreid.train INFO: Epoch 11 done. Time per epoch: 139.011[s] Speed: 217.3[samples/s]
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2024-05-13 17:17:10 transreid.train INFO: Epoch 12 done. Time per epoch: 139.908[s] Speed: 217.3[samples/s]
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2024-05-13 17:19:29 transreid.train INFO: Epoch 13 done. Time per epoch: 139.072[s] Speed: 217.2[samples/s]
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2024-05-13 17:21:48 transreid.train INFO: Epoch 14 done. Time per epoch: 139.739[s] Speed: 217.1[samples/s]
2024-05-13 17:21:52 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 0.883, Acc: 0.903, Base Lr: 6.02e-03
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2024-05-13 17:24:08 transreid.train INFO: Epoch 15 done. Time per epoch: 139.549[s] Speed: 216.9[samples/s]
2024-05-13 17:24:12 transreid.train INFO: Epoch[16] Iter[10/486] Loss: 0.803, Acc: 0.883, Base Lr: 6.42e-03
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2024-05-13 17:26:28 transreid.train INFO: Epoch 16 done. Time per epoch: 139.595[s] Speed: 217.3[samples/s]
2024-05-13 17:26:31 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 0.706, Acc: 0.911, Base Lr: 6.81e-03
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2024-05-13 17:28:47 transreid.train INFO: Epoch 17 done. Time per epoch: 139.503[s] Speed: 217.5[samples/s]
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2024-05-13 17:31:07 transreid.train INFO: Epoch 18 done. Time per epoch: 139.522[s] Speed: 217.4[samples/s]
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2024-05-13 17:33:26 transreid.train INFO: Epoch 19 done. Time per epoch: 139.548[s] Speed: 217.4[samples/s]
2024-05-13 17:33:30 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.739, Acc: 0.903, Base Lr: 7.47e-03
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2024-05-13 17:35:46 transreid.train INFO: Epoch 20 done. Time per epoch: 139.611[s] Speed: 217.3[samples/s]
2024-05-13 17:41:41 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 17:41:41 transreid.train INFO: mAP: 39.4%
2024-05-13 17:41:41 transreid.train INFO: CMC curve, Rank-1  :66.2%
2024-05-13 17:41:41 transreid.train INFO: CMC curve, Rank-5  :80.0%
2024-05-13 17:41:41 transreid.train INFO: CMC curve, Rank-10 :84.4%
2024-05-13 17:41:48 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.488, Acc: 0.944, Base Lr: 7.41e-03
2024-05-13 17:41:51 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.466, Acc: 0.954, Base Lr: 7.41e-03
2024-05-13 17:41:54 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 0.462, Acc: 0.956, Base Lr: 7.41e-03
2024-05-13 17:41:57 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 0.454, Acc: 0.960, Base Lr: 7.41e-03
2024-05-13 17:42:00 transreid.train INFO: Epoch[21] Iter[50/486] Loss: 0.439, Acc: 0.960, Base Lr: 7.41e-03
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2024-05-13 17:42:06 transreid.train INFO: Epoch[21] Iter[70/486] Loss: 0.411, Acc: 0.963, Base Lr: 7.41e-03
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2024-05-13 17:44:05 transreid.train INFO: Epoch 21 done. Time per epoch: 143.510[s] Speed: 211.4[samples/s]
2024-05-13 17:44:10 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.614, Acc: 0.919, Base Lr: 7.36e-03
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2024-05-13 17:46:26 transreid.train INFO: Epoch 22 done. Time per epoch: 141.398[s] Speed: 213.6[samples/s]
2024-05-13 17:46:31 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 0.454, Acc: 0.955, Base Lr: 7.30e-03
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2024-05-13 17:48:47 transreid.train INFO: Epoch 23 done. Time per epoch: 141.060[s] Speed: 215.1[samples/s]
2024-05-13 17:48:52 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.407, Acc: 0.952, Base Lr: 7.24e-03
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2024-05-13 17:51:08 transreid.train INFO: Epoch 24 done. Time per epoch: 141.037[s] Speed: 215.1[samples/s]
2024-05-13 17:51:13 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.328, Acc: 0.970, Base Lr: 7.18e-03
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2024-05-13 17:53:29 transreid.train INFO: Epoch 25 done. Time per epoch: 141.111[s] Speed: 215.4[samples/s]
2024-05-13 17:53:34 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.354, Acc: 0.963, Base Lr: 7.11e-03
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2024-05-13 17:55:51 transreid.train INFO: Epoch 26 done. Time per epoch: 141.433[s] Speed: 214.9[samples/s]
2024-05-13 17:55:56 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.306, Acc: 0.963, Base Lr: 7.04e-03
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2024-05-13 17:58:12 transreid.train INFO: Epoch 27 done. Time per epoch: 141.417[s] Speed: 215.0[samples/s]
2024-05-13 17:58:17 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 0.295, Acc: 0.969, Base Lr: 6.97e-03
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2024-05-13 18:00:33 transreid.train INFO: Epoch 28 done. Time per epoch: 140.725[s] Speed: 215.1[samples/s]
2024-05-13 18:00:38 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.287, Acc: 0.977, Base Lr: 6.90e-03
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2024-05-13 18:02:54 transreid.train INFO: Epoch 29 done. Time per epoch: 140.837[s] Speed: 214.9[samples/s]
2024-05-13 18:02:59 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.238, Acc: 0.972, Base Lr: 6.83e-03
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2024-05-13 18:05:15 transreid.train INFO: Epoch 30 done. Time per epoch: 140.948[s] Speed: 215.2[samples/s]
2024-05-13 18:05:20 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 0.334, Acc: 0.966, Base Lr: 6.76e-03
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2024-05-13 18:07:35 transreid.train INFO: Epoch 31 done. Time per epoch: 140.741[s] Speed: 215.1[samples/s]
2024-05-13 18:07:40 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.219, Acc: 0.980, Base Lr: 6.68e-03
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2024-05-13 18:09:57 transreid.train INFO: Epoch 32 done. Time per epoch: 141.343[s] Speed: 215.1[samples/s]
2024-05-13 18:10:02 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.198, Acc: 0.981, Base Lr: 6.60e-03
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2024-05-13 18:12:18 transreid.train INFO: Epoch 33 done. Time per epoch: 141.359[s] Speed: 214.6[samples/s]
2024-05-13 18:12:23 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.169, Acc: 0.984, Base Lr: 6.52e-03
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2024-05-13 18:14:39 transreid.train INFO: Epoch 34 done. Time per epoch: 140.726[s] Speed: 215.1[samples/s]
2024-05-13 18:14:44 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.174, Acc: 0.977, Base Lr: 6.44e-03
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2024-05-13 18:17:01 transreid.train INFO: Epoch 35 done. Time per epoch: 141.791[s] Speed: 214.4[samples/s]
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2024-05-13 18:19:21 transreid.train INFO: Epoch 36 done. Time per epoch: 140.709[s] Speed: 214.7[samples/s]
2024-05-13 18:19:26 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.27e-03
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2024-05-13 18:21:42 transreid.train INFO: Epoch 37 done. Time per epoch: 141.170[s] Speed: 214.9[samples/s]
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2024-05-13 18:24:03 transreid.train INFO: Epoch 38 done. Time per epoch: 141.038[s] Speed: 215.1[samples/s]
2024-05-13 18:24:08 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.114, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-13 18:26:25 transreid.train INFO: Epoch 39 done. Time per epoch: 141.071[s] Speed: 215.0[samples/s]
2024-05-13 18:26:30 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.146, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-13 18:28:46 transreid.train INFO: Epoch 40 done. Time per epoch: 141.448[s] Speed: 214.9[samples/s]
2024-05-13 18:34:13 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 18:34:13 transreid.train INFO: mAP: 46.0%
2024-05-13 18:34:13 transreid.train INFO: CMC curve, Rank-1  :72.2%
2024-05-13 18:34:13 transreid.train INFO: CMC curve, Rank-5  :83.7%
2024-05-13 18:34:13 transreid.train INFO: CMC curve, Rank-10 :87.8%
2024-05-13 18:34:19 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.108, Acc: 0.991, Base Lr: 5.91e-03
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2024-05-13 18:34:27 transreid.train INFO: Epoch[41] Iter[40/486] Loss: 0.107, Acc: 0.989, Base Lr: 5.91e-03
2024-05-13 18:34:30 transreid.train INFO: Epoch[41] Iter[50/486] Loss: 0.102, Acc: 0.990, Base Lr: 5.91e-03
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2024-05-13 18:36:35 transreid.train INFO: Epoch 41 done. Time per epoch: 142.242[s] Speed: 213.7[samples/s]
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2024-05-13 18:38:57 transreid.train INFO: Epoch 42 done. Time per epoch: 141.910[s] Speed: 213.8[samples/s]
2024-05-13 18:39:03 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.094, Acc: 0.991, Base Lr: 5.73e-03
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2024-05-13 18:41:19 transreid.train INFO: Epoch 43 done. Time per epoch: 141.952[s] Speed: 213.7[samples/s]
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2024-05-13 18:46:03 transreid.train INFO: Epoch 45 done. Time per epoch: 141.770[s] Speed: 213.5[samples/s]
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2024-05-13 18:48:25 transreid.train INFO: Epoch 46 done. Time per epoch: 141.635[s] Speed: 213.7[samples/s]
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2024-05-13 18:50:46 transreid.train INFO: Epoch 47 done. Time per epoch: 141.796[s] Speed: 213.0[samples/s]
2024-05-13 18:50:52 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.112, Acc: 0.991, Base Lr: 5.24e-03
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2024-05-13 18:53:07 transreid.train INFO: Epoch 48 done. Time per epoch: 140.836[s] Speed: 213.6[samples/s]
2024-05-13 18:53:13 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.101, Acc: 0.989, Base Lr: 5.14e-03
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2024-05-13 18:55:29 transreid.train INFO: Epoch 49 done. Time per epoch: 141.858[s] Speed: 213.4[samples/s]
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2024-05-13 19:00:14 transreid.train INFO: Epoch 51 done. Time per epoch: 142.855[s] Speed: 213.7[samples/s]
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2024-05-13 19:02:36 transreid.train INFO: Epoch 52 done. Time per epoch: 142.479[s] Speed: 213.4[samples/s]
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2024-05-13 19:09:43 transreid.train INFO: Epoch 55 done. Time per epoch: 141.499[s] Speed: 213.5[samples/s]
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2024-05-13 19:12:04 transreid.train INFO: Epoch 56 done. Time per epoch: 141.650[s] Speed: 213.3[samples/s]
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2024-05-13 19:14:26 transreid.train INFO: Epoch 57 done. Time per epoch: 142.110[s] Speed: 213.5[samples/s]
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2024-05-13 19:16:48 transreid.train INFO: Epoch 58 done. Time per epoch: 141.737[s] Speed: 213.6[samples/s]
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2024-05-13 19:19:11 transreid.train INFO: Epoch 59 done. Time per epoch: 142.342[s] Speed: 213.6[samples/s]
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2024-05-13 19:21:32 transreid.train INFO: Epoch 60 done. Time per epoch: 141.348[s] Speed: 213.7[samples/s]
2024-05-13 19:26:58 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 19:26:58 transreid.train INFO: mAP: 51.1%
2024-05-13 19:26:58 transreid.train INFO: CMC curve, Rank-1  :74.9%
2024-05-13 19:26:58 transreid.train INFO: CMC curve, Rank-5  :86.8%
2024-05-13 19:26:58 transreid.train INFO: CMC curve, Rank-10 :89.9%
2024-05-13 19:27:04 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.043, Acc: 0.997, Base Lr: 3.90e-03
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2024-05-13 19:29:20 transreid.train INFO: Epoch 61 done. Time per epoch: 141.974[s] Speed: 213.7[samples/s]
2024-05-13 19:29:25 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.044, Acc: 0.997, Base Lr: 3.80e-03
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2024-05-13 19:31:41 transreid.train INFO: Epoch 62 done. Time per epoch: 141.286[s] Speed: 213.4[samples/s]
2024-05-13 19:31:47 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.055, Acc: 0.994, Base Lr: 3.69e-03
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2024-05-13 19:36:25 transreid.train INFO: Epoch 64 done. Time per epoch: 142.128[s] Speed: 213.4[samples/s]
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2024-05-13 19:38:47 transreid.train INFO: Epoch 65 done. Time per epoch: 141.944[s] Speed: 213.3[samples/s]
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2024-05-13 19:41:09 transreid.train INFO: Epoch 66 done. Time per epoch: 142.032[s] Speed: 213.6[samples/s]
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2024-05-13 19:43:31 transreid.train INFO: Epoch 67 done. Time per epoch: 142.017[s] Speed: 213.6[samples/s]
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2024-05-13 19:45:53 transreid.train INFO: Epoch 68 done. Time per epoch: 141.877[s] Speed: 213.4[samples/s]
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2024-05-13 19:48:15 transreid.train INFO: Epoch 69 done. Time per epoch: 141.855[s] Speed: 213.9[samples/s]
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2024-05-13 19:50:37 transreid.train INFO: Epoch 70 done. Time per epoch: 141.845[s] Speed: 213.4[samples/s]
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2024-05-13 19:52:59 transreid.train INFO: Epoch 71 done. Time per epoch: 141.978[s] Speed: 213.7[samples/s]
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2024-05-13 19:55:20 transreid.train INFO: Epoch 72 done. Time per epoch: 141.714[s] Speed: 213.6[samples/s]
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2024-05-13 20:00:04 transreid.train INFO: Epoch 74 done. Time per epoch: 142.153[s] Speed: 213.9[samples/s]
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2024-05-13 20:02:27 transreid.train INFO: Epoch 75 done. Time per epoch: 142.008[s] Speed: 213.6[samples/s]
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2024-05-13 20:07:10 transreid.train INFO: Epoch 77 done. Time per epoch: 141.838[s] Speed: 213.9[samples/s]
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2024-05-13 20:09:32 transreid.train INFO: Epoch 78 done. Time per epoch: 142.041[s] Speed: 213.6[samples/s]
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2024-05-13 20:11:54 transreid.train INFO: Epoch 79 done. Time per epoch: 141.644[s] Speed: 213.7[samples/s]
2024-05-13 20:12:00 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.030, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-13 20:14:15 transreid.train INFO: Epoch 80 done. Time per epoch: 141.196[s] Speed: 213.5[samples/s]
2024-05-13 20:19:41 transreid.train INFO: Validation Results - Epoch: 80
2024-05-13 20:19:41 transreid.train INFO: mAP: 54.8%
2024-05-13 20:19:41 transreid.train INFO: CMC curve, Rank-1  :78.2%
2024-05-13 20:19:41 transreid.train INFO: CMC curve, Rank-5  :88.5%
2024-05-13 20:19:41 transreid.train INFO: CMC curve, Rank-10 :91.4%
2024-05-13 20:19:47 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.039, Acc: 0.995, Base Lr: 1.92e-03
2024-05-13 20:19:49 transreid.train INFO: Epoch[81] Iter[20/486] Loss: 0.030, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-13 20:22:03 transreid.train INFO: Epoch 81 done. Time per epoch: 142.417[s] Speed: 213.5[samples/s]
2024-05-13 20:22:09 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.019, Acc: 1.000, Base Lr: 1.83e-03
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2024-05-13 20:26:47 transreid.train INFO: Epoch 83 done. Time per epoch: 141.722[s] Speed: 213.6[samples/s]
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2024-05-13 20:29:09 transreid.train INFO: Epoch 84 done. Time per epoch: 141.703[s] Speed: 214.5[samples/s]
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2024-05-13 20:33:51 transreid.train INFO: Epoch 86 done. Time per epoch: 141.521[s] Speed: 213.9[samples/s]
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2024-05-13 20:36:12 transreid.train INFO: Epoch 87 done. Time per epoch: 141.396[s] Speed: 214.1[samples/s]
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2024-05-13 20:38:34 transreid.train INFO: Epoch 88 done. Time per epoch: 141.327[s] Speed: 214.7[samples/s]
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2024-05-13 20:40:55 transreid.train INFO: Epoch 89 done. Time per epoch: 141.199[s] Speed: 214.8[samples/s]
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2024-05-13 20:43:16 transreid.train INFO: Epoch 90 done. Time per epoch: 141.256[s] Speed: 214.8[samples/s]
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2024-05-13 20:45:37 transreid.train INFO: Epoch 91 done. Time per epoch: 140.887[s] Speed: 214.9[samples/s]
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2024-05-13 20:47:59 transreid.train INFO: Epoch 92 done. Time per epoch: 141.793[s] Speed: 214.8[samples/s]
2024-05-13 20:48:04 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.070, Acc: 0.995, Base Lr: 9.72e-04
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2024-05-13 20:50:20 transreid.train INFO: Epoch 93 done. Time per epoch: 141.706[s] Speed: 214.5[samples/s]
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2024-05-13 20:52:42 transreid.train INFO: Epoch 94 done. Time per epoch: 141.248[s] Speed: 214.8[samples/s]
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2024-05-13 20:57:24 transreid.train INFO: Epoch 96 done. Time per epoch: 141.275[s] Speed: 214.7[samples/s]
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2024-05-13 20:59:45 transreid.train INFO: Epoch 97 done. Time per epoch: 140.643[s] Speed: 214.8[samples/s]
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2024-05-13 21:02:05 transreid.train INFO: Epoch 98 done. Time per epoch: 140.170[s] Speed: 214.6[samples/s]
2024-05-13 21:02:11 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.015, Acc: 1.000, Base Lr: 6.04e-04
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2024-05-13 21:04:26 transreid.train INFO: Epoch 99 done. Time per epoch: 141.262[s] Speed: 214.8[samples/s]
2024-05-13 21:04:32 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.034, Acc: 0.995, Base Lr: 5.51e-04
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2024-05-13 21:06:47 transreid.train INFO: Epoch 100 done. Time per epoch: 141.120[s] Speed: 215.0[samples/s]
2024-05-13 21:12:07 transreid.train INFO: Validation Results - Epoch: 100
2024-05-13 21:12:07 transreid.train INFO: mAP: 56.0%
2024-05-13 21:12:07 transreid.train INFO: CMC curve, Rank-1  :78.3%
2024-05-13 21:12:07 transreid.train INFO: CMC curve, Rank-5  :88.8%
2024-05-13 21:12:07 transreid.train INFO: CMC curve, Rank-10 :91.7%
2024-05-13 21:12:13 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.029, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-13 21:16:50 transreid.train INFO: Epoch 102 done. Time per epoch: 140.550[s] Speed: 214.9[samples/s]
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2024-05-13 21:19:11 transreid.train INFO: Epoch 103 done. Time per epoch: 141.135[s] Speed: 214.9[samples/s]
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2024-05-13 21:23:52 transreid.train INFO: Epoch 105 done. Time per epoch: 140.253[s] Speed: 214.9[samples/s]
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2024-05-13 21:26:12 transreid.train INFO: Epoch 106 done. Time per epoch: 140.583[s] Speed: 214.9[samples/s]
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2024-05-13 21:30:55 transreid.train INFO: Epoch 108 done. Time per epoch: 141.320[s] Speed: 214.2[samples/s]
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2024-05-13 21:33:16 transreid.train INFO: Epoch 109 done. Time per epoch: 141.211[s] Speed: 214.4[samples/s]
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2024-05-13 21:35:37 transreid.train INFO: Epoch 110 done. Time per epoch: 140.804[s] Speed: 215.0[samples/s]
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2024-05-13 21:37:58 transreid.train INFO: Epoch 111 done. Time per epoch: 140.820[s] Speed: 215.0[samples/s]
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2024-05-13 21:40:19 transreid.train INFO: Epoch 112 done. Time per epoch: 140.670[s] Speed: 214.7[samples/s]
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2024-05-13 21:42:40 transreid.train INFO: Epoch 113 done. Time per epoch: 141.554[s] Speed: 214.8[samples/s]
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2024-05-13 21:45:01 transreid.train INFO: Epoch 114 done. Time per epoch: 140.859[s] Speed: 214.9[samples/s]
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2024-05-13 21:47:22 transreid.train INFO: Epoch 115 done. Time per epoch: 140.912[s] Speed: 214.8[samples/s]
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2024-05-13 21:49:43 transreid.train INFO: Epoch 116 done. Time per epoch: 141.104[s] Speed: 214.5[samples/s]
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2024-05-13 21:54:26 transreid.train INFO: Epoch 118 done. Time per epoch: 141.516[s] Speed: 214.8[samples/s]
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2024-05-13 21:56:47 transreid.train INFO: Epoch 119 done. Time per epoch: 141.259[s] Speed: 214.8[samples/s]
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2024-05-13 21:59:01 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
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2024-05-13 21:59:09 transreid.train INFO: Epoch 120 done. Time per epoch: 141.384[s] Speed: 214.6[samples/s]
2024-05-13 22:04:29 transreid.train INFO: Validation Results - Epoch: 120
2024-05-13 22:04:29 transreid.train INFO: mAP: 56.3%
2024-05-13 22:04:29 transreid.train INFO: CMC curve, Rank-1  :78.7%
2024-05-13 22:04:29 transreid.train INFO: CMC curve, Rank-5  :89.0%
2024-05-13 22:04:29 transreid.train INFO: CMC curve, Rank-10 :91.9%
