2024-04-25 14:03:43 transreid INFO: Saving model in the path :log/bs_exp/Swin_Tiny_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-04-25 14:03:43 transreid INFO: Loaded configuration file configs/market/swin_tiny.yml
2024-04-25 14:03:43 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  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: swin_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/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/bs_exp/Swin_Tiny_Market1501/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  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: 
2024-04-25 14:03:44 transreid.check INFO: Dataset statistics:
2024-04-25 14:03:44 transreid.check INFO:   ----------------------------------------
2024-04-25 14:03:44 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-25 14:03:44 transreid.check INFO:   ----------------------------------------
2024-04-25 14:03:44 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-25 14:03:44 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-25 14:03:44 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-25 14:03:44 transreid.check INFO:   ----------------------------------------
2024-04-25 14:03:48 transreid INFO: ===========using cosine learning rate=======
2024-04-25 14:03:48 transreid.train INFO: start training
2024-04-25 14:03:53 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 19.216, Acc: 0.000, Base Lr: 2.38e-05
2024-04-25 14:03:54 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 16.569, Acc: 0.000, Base Lr: 2.38e-05
2024-04-25 14:03:55 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 15.031, Acc: 0.000, Base Lr: 2.38e-05
2024-04-25 14:03:56 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 14.130, Acc: 0.000, Base Lr: 2.38e-05
2024-04-25 14:03:57 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 13.436, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:03:58 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 12.899, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:03:59 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 12.389, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:00 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 12.047, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:01 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 11.827, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:02 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 11.598, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:03 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 11.396, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:04 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 11.244, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:05 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 11.050, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:07 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.952, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:08 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.819, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:09 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.717, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:10 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.604, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:11 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.545, Acc: 0.001, Base Lr: 2.38e-05
2024-04-25 14:04:11 transreid.train INFO: Epoch 1 done. Time per epoch: 23.175[s] Speed: 505.4[samples/s]
2024-04-25 14:04:13 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 9.407, Acc: 0.005, Base Lr: 4.36e-05
2024-04-25 14:04:14 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 9.291, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:15 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 9.245, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:16 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 9.154, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:17 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 9.149, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:18 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 9.084, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:19 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 9.063, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:20 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 9.075, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:22 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 9.025, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:23 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.953, Acc: 0.002, Base Lr: 4.36e-05
2024-04-25 14:04:24 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.868, Acc: 0.003, Base Lr: 4.36e-05
2024-04-25 14:04:25 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.830, Acc: 0.004, Base Lr: 4.36e-05
2024-04-25 14:04:26 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.779, Acc: 0.004, Base Lr: 4.36e-05
2024-04-25 14:04:27 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.735, Acc: 0.005, Base Lr: 4.36e-05
2024-04-25 14:04:28 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.701, Acc: 0.005, Base Lr: 4.36e-05
2024-04-25 14:04:29 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.675, Acc: 0.006, Base Lr: 4.36e-05
2024-04-25 14:04:30 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.594, Acc: 0.007, Base Lr: 4.36e-05
2024-04-25 14:04:31 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.569, Acc: 0.011, Base Lr: 4.36e-05
2024-04-25 14:04:32 transreid.train INFO: Epoch 2 done. Time per epoch: 20.486[s] Speed: 571.7[samples/s]
2024-04-25 14:04:33 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.368, Acc: 0.028, Base Lr: 6.34e-05
2024-04-25 14:04:34 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.150, Acc: 0.026, Base Lr: 6.34e-05
2024-04-25 14:04:36 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.200, Acc: 0.029, Base Lr: 6.34e-05
2024-04-25 14:04:37 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 8.147, Acc: 0.034, Base Lr: 6.34e-05
2024-04-25 14:04:38 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 8.111, Acc: 0.037, Base Lr: 6.34e-05
2024-04-25 14:04:39 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 8.173, Acc: 0.041, Base Lr: 6.34e-05
2024-04-25 14:04:40 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 8.073, Acc: 0.044, Base Lr: 6.34e-05
2024-04-25 14:04:41 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 8.032, Acc: 0.046, Base Lr: 6.34e-05
2024-04-25 14:04:42 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.975, Acc: 0.053, Base Lr: 6.34e-05
2024-04-25 14:04:43 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.936, Acc: 0.057, Base Lr: 6.34e-05
2024-04-25 14:04:44 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.872, Acc: 0.061, Base Lr: 6.34e-05
2024-04-25 14:04:45 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.817, Acc: 0.065, Base Lr: 6.34e-05
2024-04-25 14:04:46 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.795, Acc: 0.073, Base Lr: 6.34e-05
2024-04-25 14:04:47 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.779, Acc: 0.081, Base Lr: 6.34e-05
2024-04-25 14:04:48 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.770, Acc: 0.088, Base Lr: 6.34e-05
2024-04-25 14:04:50 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.776, Acc: 0.100, Base Lr: 6.34e-05
2024-04-25 14:04:51 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.749, Acc: 0.110, Base Lr: 6.34e-05
2024-04-25 14:04:52 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.709, Acc: 0.127, Base Lr: 6.34e-05
2024-04-25 14:04:52 transreid.train INFO: Epoch 3 done. Time per epoch: 20.359[s] Speed: 575.3[samples/s]
2024-04-25 14:04:54 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.607, Acc: 0.092, Base Lr: 8.32e-05
2024-04-25 14:04:55 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.567, Acc: 0.102, Base Lr: 8.32e-05
2024-04-25 14:04:56 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.481, Acc: 0.121, Base Lr: 8.32e-05
2024-04-25 14:04:57 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.499, Acc: 0.125, Base Lr: 8.32e-05
2024-04-25 14:04:58 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.512, Acc: 0.127, Base Lr: 8.32e-05
2024-04-25 14:04:59 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.499, Acc: 0.136, Base Lr: 8.32e-05
2024-04-25 14:05:00 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.472, Acc: 0.145, Base Lr: 8.32e-05
2024-04-25 14:05:01 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.473, Acc: 0.145, Base Lr: 8.32e-05
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2024-04-25 14:05:03 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.444, Acc: 0.166, Base Lr: 8.32e-05
2024-04-25 14:05:04 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.464, Acc: 0.173, Base Lr: 8.32e-05
2024-04-25 14:05:06 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.466, Acc: 0.183, Base Lr: 8.32e-05
2024-04-25 14:05:07 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.432, Acc: 0.192, Base Lr: 8.32e-05
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2024-04-25 14:05:09 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.398, Acc: 0.216, Base Lr: 8.32e-05
2024-04-25 14:05:10 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.371, Acc: 0.231, Base Lr: 8.32e-05
2024-04-25 14:05:11 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.341, Acc: 0.248, Base Lr: 8.32e-05
2024-04-25 14:05:12 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.321, Acc: 0.270, Base Lr: 8.32e-05
2024-04-25 14:05:12 transreid.train INFO: Epoch 4 done. Time per epoch: 20.330[s] Speed: 576.1[samples/s]
2024-04-25 14:05:14 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.396, Acc: 0.139, Base Lr: 1.03e-04
2024-04-25 14:05:15 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.378, Acc: 0.151, Base Lr: 1.03e-04
2024-04-25 14:05:16 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.382, Acc: 0.159, Base Lr: 1.03e-04
2024-04-25 14:05:17 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.318, Acc: 0.170, Base Lr: 1.03e-04
2024-04-25 14:05:18 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.293, Acc: 0.181, Base Lr: 1.03e-04
2024-04-25 14:05:19 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.251, Acc: 0.194, Base Lr: 1.03e-04
2024-04-25 14:05:21 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.219, Acc: 0.208, Base Lr: 1.03e-04
2024-04-25 14:05:22 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.189, Acc: 0.224, Base Lr: 1.03e-04
2024-04-25 14:05:23 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.198, Acc: 0.237, Base Lr: 1.03e-04
2024-04-25 14:05:24 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.177, Acc: 0.249, Base Lr: 1.03e-04
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2024-04-25 14:05:26 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.128, Acc: 0.262, Base Lr: 1.03e-04
2024-04-25 14:05:27 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.131, Acc: 0.269, Base Lr: 1.03e-04
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2024-04-25 14:05:29 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.134, Acc: 0.290, Base Lr: 1.03e-04
2024-04-25 14:05:30 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.115, Acc: 0.299, Base Lr: 1.03e-04
2024-04-25 14:05:31 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.112, Acc: 0.311, Base Lr: 1.03e-04
2024-04-25 14:05:32 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.096, Acc: 0.332, Base Lr: 1.03e-04
2024-04-25 14:05:33 transreid.train INFO: Epoch 5 done. Time per epoch: 20.541[s] Speed: 573.3[samples/s]
2024-04-25 14:05:35 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.981, Acc: 0.161, Base Lr: 1.23e-04
2024-04-25 14:05:36 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.907, Acc: 0.165, Base Lr: 1.23e-04
2024-04-25 14:05:37 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.998, Acc: 0.168, Base Lr: 1.23e-04
2024-04-25 14:05:38 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 7.005, Acc: 0.180, Base Lr: 1.23e-04
2024-04-25 14:05:39 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 7.007, Acc: 0.193, Base Lr: 1.23e-04
2024-04-25 14:05:40 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.964, Acc: 0.205, Base Lr: 1.23e-04
2024-04-25 14:05:41 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.954, Acc: 0.215, Base Lr: 1.23e-04
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2024-04-25 14:05:43 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.931, Acc: 0.241, Base Lr: 1.23e-04
2024-04-25 14:05:44 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.963, Acc: 0.241, Base Lr: 1.23e-04
2024-04-25 14:05:45 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.961, Acc: 0.252, Base Lr: 1.23e-04
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2024-04-25 14:05:49 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.993, Acc: 0.281, Base Lr: 1.23e-04
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2024-04-25 14:05:52 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.934, Acc: 0.325, Base Lr: 1.23e-04
2024-04-25 14:05:53 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.911, Acc: 0.347, Base Lr: 1.23e-04
2024-04-25 14:05:53 transreid.train INFO: Epoch 6 done. Time per epoch: 20.317[s] Speed: 576.5[samples/s]
2024-04-25 14:05:55 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 7.125, Acc: 0.167, Base Lr: 1.43e-04
2024-04-25 14:05:56 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 7.050, Acc: 0.179, Base Lr: 1.43e-04
2024-04-25 14:05:57 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.994, Acc: 0.186, Base Lr: 1.43e-04
2024-04-25 14:05:58 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.971, Acc: 0.200, Base Lr: 1.43e-04
2024-04-25 14:05:59 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.933, Acc: 0.210, Base Lr: 1.43e-04
2024-04-25 14:06:00 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.867, Acc: 0.216, Base Lr: 1.43e-04
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2024-04-25 14:06:14 transreid.train INFO: Epoch 7 done. Time per epoch: 20.377[s] Speed: 574.8[samples/s]
2024-04-25 14:06:15 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.776, Acc: 0.189, Base Lr: 1.62e-04
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2024-04-25 14:06:34 transreid.train INFO: Epoch 8 done. Time per epoch: 20.320[s] Speed: 576.4[samples/s]
2024-04-25 14:06:36 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.428, Acc: 0.192, Base Lr: 1.82e-04
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2024-04-25 14:06:54 transreid.train INFO: Epoch 9 done. Time per epoch: 20.503[s] Speed: 574.4[samples/s]
2024-04-25 14:06:56 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.123, Acc: 0.198, Base Lr: 2.02e-04
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2024-04-25 14:07:15 transreid.train INFO: Epoch 10 done. Time per epoch: 20.267[s] Speed: 577.9[samples/s]
2024-04-25 14:07:16 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 6.361, Acc: 0.209, Base Lr: 2.22e-04
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2024-04-25 14:07:35 transreid.train INFO: Epoch 11 done. Time per epoch: 20.319[s] Speed: 576.4[samples/s]
2024-04-25 14:07:37 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.981, Acc: 0.163, Base Lr: 2.42e-04
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2024-04-25 14:07:55 transreid.train INFO: Epoch 12 done. Time per epoch: 20.472[s] Speed: 572.1[samples/s]
2024-04-25 14:07:57 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.972, Acc: 0.141, Base Lr: 2.61e-04
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2024-04-25 14:08:16 transreid.train INFO: Epoch 13 done. Time per epoch: 20.657[s] Speed: 567.0[samples/s]
2024-04-25 14:08:18 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.524, Acc: 0.213, Base Lr: 2.81e-04
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2024-04-25 14:08:37 transreid.train INFO: Epoch 14 done. Time per epoch: 20.518[s] Speed: 573.9[samples/s]
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2024-04-25 14:08:57 transreid.train INFO: Epoch 15 done. Time per epoch: 20.281[s] Speed: 577.5[samples/s]
2024-04-25 14:08:59 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 4.962, Acc: 0.217, Base Lr: 3.21e-04
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2024-04-25 14:09:17 transreid.train INFO: Epoch 16 done. Time per epoch: 20.373[s] Speed: 574.9[samples/s]
2024-04-25 14:09:19 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 4.473, Acc: 0.297, Base Lr: 3.41e-04
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2024-04-25 14:09:38 transreid.train INFO: Epoch 17 done. Time per epoch: 20.447[s] Speed: 572.8[samples/s]
2024-04-25 14:09:39 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 4.659, Acc: 0.264, Base Lr: 3.60e-04
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2024-04-25 14:09:58 transreid.train INFO: Epoch 18 done. Time per epoch: 20.330[s] Speed: 576.1[samples/s]
2024-04-25 14:10:00 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 4.288, Acc: 0.328, Base Lr: 3.80e-04
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2024-04-25 14:10:19 transreid.train INFO: Epoch 19 done. Time per epoch: 20.498[s] Speed: 574.5[samples/s]
2024-04-25 14:10:20 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 3.819, Acc: 0.417, Base Lr: 3.73e-04
2024-04-25 14:10:21 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 3.824, Acc: 0.398, Base Lr: 3.73e-04
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2024-04-25 14:10:39 transreid.train INFO: Epoch 20 done. Time per epoch: 20.313[s] Speed: 576.6[samples/s]
2024-04-25 14:11:04 transreid.train INFO: Validation Results - Epoch: 20
2024-04-25 14:11:04 transreid.train INFO: mAP: 84.9%
2024-04-25 14:11:04 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-04-25 14:11:04 transreid.train INFO: CMC curve, Rank-5  :97.4%
2024-04-25 14:11:04 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-04-25 14:11:06 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 4.120, Acc: 0.359, Base Lr: 3.71e-04
2024-04-25 14:11:07 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 3.982, Acc: 0.366, Base Lr: 3.71e-04
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2024-04-25 14:11:25 transreid.train INFO: Epoch 21 done. Time per epoch: 20.888[s] Speed: 563.8[samples/s]
2024-04-25 14:11:26 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 3.573, Acc: 0.392, Base Lr: 3.68e-04
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2024-04-25 14:11:45 transreid.train INFO: Epoch 22 done. Time per epoch: 20.612[s] Speed: 568.2[samples/s]
2024-04-25 14:11:47 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 3.471, Acc: 0.441, Base Lr: 3.65e-04
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2024-04-25 14:12:07 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 3.268, Acc: 0.475, Base Lr: 3.62e-04
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2024-04-25 14:12:47 transreid.train INFO: Epoch 25 done. Time per epoch: 20.483[s] Speed: 571.8[samples/s]
2024-04-25 14:12:48 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 3.015, Acc: 0.511, Base Lr: 3.56e-04
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2024-04-25 14:13:07 transreid.train INFO: Epoch 26 done. Time per epoch: 20.411[s] Speed: 573.8[samples/s]
2024-04-25 14:13:09 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 3.055, Acc: 0.480, Base Lr: 3.52e-04
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2024-04-25 14:13:28 transreid.train INFO: Epoch 27 done. Time per epoch: 20.440[s] Speed: 573.0[samples/s]
2024-04-25 14:13:29 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 2.646, Acc: 0.559, Base Lr: 3.49e-04
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2024-04-25 14:13:48 transreid.train INFO: Epoch 28 done. Time per epoch: 20.481[s] Speed: 571.9[samples/s]
2024-04-25 14:13:50 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 2.851, Acc: 0.506, Base Lr: 3.45e-04
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2024-04-25 14:14:08 transreid.train INFO: Epoch 29 done. Time per epoch: 20.385[s] Speed: 574.6[samples/s]
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2024-04-25 14:14:29 transreid.train INFO: Epoch 30 done. Time per epoch: 20.528[s] Speed: 573.7[samples/s]
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2024-04-25 14:14:49 transreid.train INFO: Epoch 31 done. Time per epoch: 20.325[s] Speed: 573.1[samples/s]
2024-04-25 14:14:51 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 2.212, Acc: 0.630, Base Lr: 3.34e-04
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2024-04-25 14:15:10 transreid.train INFO: Epoch 32 done. Time per epoch: 20.550[s] Speed: 569.9[samples/s]
2024-04-25 14:15:12 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 2.263, Acc: 0.637, Base Lr: 3.30e-04
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2024-04-25 14:15:30 transreid.train INFO: Epoch 33 done. Time per epoch: 20.595[s] Speed: 571.8[samples/s]
2024-04-25 14:15:32 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 2.111, Acc: 0.627, Base Lr: 3.26e-04
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2024-04-25 14:15:51 transreid.train INFO: Epoch 34 done. Time per epoch: 20.607[s] Speed: 571.5[samples/s]
2024-04-25 14:15:53 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 2.144, Acc: 0.664, Base Lr: 3.22e-04
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2024-04-25 14:16:12 transreid.train INFO: Epoch 35 done. Time per epoch: 20.546[s] Speed: 573.2[samples/s]
2024-04-25 14:16:13 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 1.903, Acc: 0.689, Base Lr: 3.18e-04
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2024-04-25 14:16:32 transreid.train INFO: Epoch 36 done. Time per epoch: 20.547[s] Speed: 573.1[samples/s]
2024-04-25 14:16:34 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 1.907, Acc: 0.692, Base Lr: 3.13e-04
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2024-04-25 14:16:53 transreid.train INFO: Epoch 37 done. Time per epoch: 20.719[s] Speed: 568.4[samples/s]
2024-04-25 14:16:55 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 1.763, Acc: 0.745, Base Lr: 3.09e-04
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2024-04-25 14:17:13 transreid.train INFO: Epoch 38 done. Time per epoch: 20.441[s] Speed: 573.0[samples/s]
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2024-04-25 14:17:34 transreid.train INFO: Epoch 39 done. Time per epoch: 20.416[s] Speed: 573.7[samples/s]
2024-04-25 14:17:35 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.554, Acc: 0.762, Base Lr: 3.00e-04
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2024-04-25 14:17:54 transreid.train INFO: Epoch 40 done. Time per epoch: 20.434[s] Speed: 573.2[samples/s]
2024-04-25 14:18:19 transreid.train INFO: Validation Results - Epoch: 40
2024-04-25 14:18:19 transreid.train INFO: mAP: 90.1%
2024-04-25 14:18:19 transreid.train INFO: CMC curve, Rank-1  :96.3%
2024-04-25 14:18:19 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-04-25 14:18:19 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-04-25 14:18:21 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 1.734, Acc: 0.720, Base Lr: 2.96e-04
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2024-04-25 14:18:40 transreid.train INFO: Epoch 41 done. Time per epoch: 20.920[s] Speed: 562.9[samples/s]
2024-04-25 14:18:42 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 1.511, Acc: 0.764, Base Lr: 2.91e-04
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2024-04-25 14:19:00 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.872, Acc: 0.908, Base Lr: 2.91e-04
2024-04-25 14:19:01 transreid.train INFO: Epoch 42 done. Time per epoch: 20.831[s] Speed: 565.3[samples/s]
2024-04-25 14:19:03 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.563, Acc: 0.761, Base Lr: 2.86e-04
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2024-04-25 14:19:22 transreid.train INFO: Epoch 43 done. Time per epoch: 20.856[s] Speed: 564.6[samples/s]
2024-04-25 14:19:24 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 1.467, Acc: 0.780, Base Lr: 2.82e-04
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2024-04-25 14:19:43 transreid.train INFO: Epoch 44 done. Time per epoch: 20.875[s] Speed: 564.1[samples/s]
2024-04-25 14:19:44 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 1.330, Acc: 0.783, Base Lr: 2.77e-04
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2024-04-25 14:20:03 transreid.train INFO: Epoch 45 done. Time per epoch: 20.513[s] Speed: 570.9[samples/s]
2024-04-25 14:20:05 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 1.059, Acc: 0.847, Base Lr: 2.72e-04
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2024-04-25 14:20:21 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.796, Acc: 0.913, Base Lr: 2.72e-04
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2024-04-25 14:20:24 transreid.train INFO: Epoch 46 done. Time per epoch: 20.645[s] Speed: 567.3[samples/s]
2024-04-25 14:20:25 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 1.413, Acc: 0.791, Base Lr: 2.67e-04
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2024-04-25 14:20:44 transreid.train INFO: Epoch 47 done. Time per epoch: 20.505[s] Speed: 574.3[samples/s]
2024-04-25 14:20:46 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 1.375, Acc: 0.777, Base Lr: 2.62e-04
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2024-04-25 14:21:05 transreid.train INFO: Epoch 48 done. Time per epoch: 20.487[s] Speed: 574.8[samples/s]
2024-04-25 14:21:06 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 1.310, Acc: 0.806, Base Lr: 2.57e-04
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2024-04-25 14:21:25 transreid.train INFO: Epoch 49 done. Time per epoch: 20.311[s] Speed: 576.6[samples/s]
2024-04-25 14:21:27 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.343, Acc: 0.784, Base Lr: 2.52e-04
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2024-04-25 14:21:46 transreid.train INFO: Epoch 50 done. Time per epoch: 20.517[s] Speed: 574.0[samples/s]
2024-04-25 14:21:47 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 1.244, Acc: 0.822, Base Lr: 2.47e-04
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2024-04-25 14:22:06 transreid.train INFO: Epoch 51 done. Time per epoch: 20.549[s] Speed: 573.1[samples/s]
2024-04-25 14:22:08 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 1.220, Acc: 0.797, Base Lr: 2.42e-04
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2024-04-25 14:22:27 transreid.train INFO: Epoch 52 done. Time per epoch: 20.472[s] Speed: 575.2[samples/s]
2024-04-25 14:22:28 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 1.344, Acc: 0.788, Base Lr: 2.37e-04
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2024-04-25 14:22:47 transreid.train INFO: Epoch 53 done. Time per epoch: 20.555[s] Speed: 572.9[samples/s]
2024-04-25 14:22:49 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 1.185, Acc: 0.814, Base Lr: 2.32e-04
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2024-04-25 14:23:08 transreid.train INFO: Epoch 54 done. Time per epoch: 20.462[s] Speed: 575.5[samples/s]
2024-04-25 14:23:09 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.938, Acc: 0.844, Base Lr: 2.26e-04
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2024-04-25 14:23:28 transreid.train INFO: Epoch 55 done. Time per epoch: 20.363[s] Speed: 575.2[samples/s]
2024-04-25 14:23:30 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 1.111, Acc: 0.816, Base Lr: 2.21e-04
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2024-04-25 14:23:48 transreid.train INFO: Epoch 56 done. Time per epoch: 20.415[s] Speed: 573.7[samples/s]
2024-04-25 14:23:50 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.997, Acc: 0.848, Base Lr: 2.16e-04
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2024-04-25 14:24:09 transreid.train INFO: Epoch 57 done. Time per epoch: 20.441[s] Speed: 576.1[samples/s]
2024-04-25 14:24:10 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 1.091, Acc: 0.805, Base Lr: 2.11e-04
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2024-04-25 14:24:29 transreid.train INFO: Epoch 58 done. Time per epoch: 20.336[s] Speed: 575.9[samples/s]
2024-04-25 14:24:31 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 1.076, Acc: 0.817, Base Lr: 2.06e-04
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2024-04-25 14:24:50 transreid.train INFO: Epoch 59 done. Time per epoch: 20.563[s] Speed: 572.7[samples/s]
2024-04-25 14:24:51 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.861, Acc: 0.873, Base Lr: 2.00e-04
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2024-04-25 14:25:10 transreid.train INFO: Epoch 60 done. Time per epoch: 20.402[s] Speed: 574.1[samples/s]
2024-04-25 14:25:34 transreid.train INFO: Validation Results - Epoch: 60
2024-04-25 14:25:34 transreid.train INFO: mAP: 91.6%
2024-04-25 14:25:34 transreid.train INFO: CMC curve, Rank-1  :96.6%
2024-04-25 14:25:34 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-04-25 14:25:34 transreid.train INFO: CMC curve, Rank-10 :99.4%
2024-04-25 14:25:36 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 1.034, Acc: 0.803, Base Lr: 1.95e-04
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2024-04-25 14:25:55 transreid.train INFO: Epoch 61 done. Time per epoch: 20.683[s] Speed: 569.4[samples/s]
2024-04-25 14:25:57 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 1.015, Acc: 0.839, Base Lr: 1.90e-04
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2024-04-25 14:26:16 transreid.train INFO: Epoch 62 done. Time per epoch: 20.474[s] Speed: 572.0[samples/s]
2024-04-25 14:26:17 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.985, Acc: 0.823, Base Lr: 1.85e-04
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2024-04-25 14:26:36 transreid.train INFO: Epoch 63 done. Time per epoch: 20.351[s] Speed: 575.5[samples/s]
2024-04-25 14:26:38 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.895, Acc: 0.842, Base Lr: 1.80e-04
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2024-04-25 14:26:56 transreid.train INFO: Epoch 64 done. Time per epoch: 20.391[s] Speed: 574.4[samples/s]
2024-04-25 14:26:58 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.908, Acc: 0.836, Base Lr: 1.74e-04
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2024-04-25 14:27:17 transreid.train INFO: Epoch 65 done. Time per epoch: 20.467[s] Speed: 575.4[samples/s]
2024-04-25 14:27:19 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.780, Acc: 0.866, Base Lr: 1.69e-04
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2024-04-25 14:27:37 transreid.train INFO: Epoch 66 done. Time per epoch: 20.387[s] Speed: 574.5[samples/s]
2024-04-25 14:27:39 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.730, Acc: 0.887, Base Lr: 1.64e-04
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2024-04-25 14:27:58 transreid.train INFO: Epoch 67 done. Time per epoch: 20.518[s] Speed: 573.9[samples/s]
2024-04-25 14:28:00 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.687, Acc: 0.884, Base Lr: 1.59e-04
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2024-04-25 14:28:18 transreid.train INFO: Epoch 68 done. Time per epoch: 20.426[s] Speed: 573.4[samples/s]
2024-04-25 14:28:20 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.929, Acc: 0.816, Base Lr: 1.54e-04
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2024-04-25 14:28:39 transreid.train INFO: Epoch 69 done. Time per epoch: 20.476[s] Speed: 575.1[samples/s]
2024-04-25 14:28:40 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.854, Acc: 0.831, Base Lr: 1.49e-04
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2024-04-25 14:28:59 transreid.train INFO: Epoch 70 done. Time per epoch: 20.355[s] Speed: 575.4[samples/s]
2024-04-25 14:29:01 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.657, Acc: 0.905, Base Lr: 1.44e-04
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2024-04-25 14:29:21 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.771, Acc: 0.859, Base Lr: 1.39e-04
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2024-04-25 14:29:40 transreid.train INFO: Epoch 72 done. Time per epoch: 20.465[s] Speed: 572.3[samples/s]
2024-04-25 14:29:42 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.887, Acc: 0.828, Base Lr: 1.34e-04
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2024-04-25 14:30:00 transreid.train INFO: Epoch 73 done. Time per epoch: 20.390[s] Speed: 574.4[samples/s]
2024-04-25 14:30:02 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.768, Acc: 0.877, Base Lr: 1.29e-04
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2024-04-25 14:30:21 transreid.train INFO: Epoch 74 done. Time per epoch: 20.359[s] Speed: 575.3[samples/s]
2024-04-25 14:30:22 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.658, Acc: 0.887, Base Lr: 1.24e-04
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2024-04-25 14:30:41 transreid.train INFO: Epoch 75 done. Time per epoch: 20.466[s] Speed: 572.3[samples/s]
2024-04-25 14:30:43 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.714, Acc: 0.881, Base Lr: 1.19e-04
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2024-04-25 14:31:02 transreid.train INFO: Epoch 76 done. Time per epoch: 20.379[s] Speed: 574.7[samples/s]
2024-04-25 14:31:03 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.640, Acc: 0.886, Base Lr: 1.14e-04
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2024-04-25 14:31:22 transreid.train INFO: Epoch 77 done. Time per epoch: 20.321[s] Speed: 576.3[samples/s]
2024-04-25 14:31:24 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.745, Acc: 0.872, Base Lr: 1.10e-04
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2024-04-25 14:31:42 transreid.train INFO: Epoch 78 done. Time per epoch: 20.424[s] Speed: 573.4[samples/s]
2024-04-25 14:31:44 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.702, Acc: 0.878, Base Lr: 1.05e-04
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2024-04-25 14:31:51 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.558, Acc: 0.924, Base Lr: 1.05e-04
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2024-04-25 14:32:00 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.395, Acc: 0.957, Base Lr: 1.05e-04
2024-04-25 14:32:01 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.381, Acc: 0.959, Base Lr: 1.05e-04
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2024-04-25 14:32:03 transreid.train INFO: Epoch 79 done. Time per epoch: 20.541[s] Speed: 573.3[samples/s]
2024-04-25 14:32:05 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.661, Acc: 0.898, Base Lr: 1.01e-04
2024-04-25 14:32:06 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.620, Acc: 0.910, Base Lr: 1.01e-04
2024-04-25 14:32:07 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.610, Acc: 0.915, Base Lr: 1.01e-04
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2024-04-25 14:32:11 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.531, Acc: 0.937, Base Lr: 1.01e-04
2024-04-25 14:32:12 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.499, Acc: 0.942, Base Lr: 1.01e-04
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2024-04-25 14:32:19 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.408, Acc: 0.957, Base Lr: 1.01e-04
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2024-04-25 14:32:21 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.381, Acc: 0.962, Base Lr: 1.01e-04
2024-04-25 14:32:22 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.366, Acc: 0.964, Base Lr: 1.01e-04
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2024-04-25 14:32:23 transreid.train INFO: Epoch 80 done. Time per epoch: 20.368[s] Speed: 575.0[samples/s]
2024-04-25 14:32:48 transreid.train INFO: Validation Results - Epoch: 80
2024-04-25 14:32:48 transreid.train INFO: mAP: 92.1%
2024-04-25 14:32:48 transreid.train INFO: CMC curve, Rank-1  :96.6%
2024-04-25 14:32:48 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-04-25 14:32:48 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-04-25 14:32:50 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.711, Acc: 0.900, Base Lr: 9.61e-05
2024-04-25 14:32:51 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.630, Acc: 0.917, Base Lr: 9.61e-05
2024-04-25 14:32:52 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.594, Acc: 0.920, Base Lr: 9.61e-05
2024-04-25 14:32:53 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.584, Acc: 0.921, Base Lr: 9.61e-05
2024-04-25 14:32:54 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.565, Acc: 0.925, Base Lr: 9.61e-05
2024-04-25 14:32:55 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.537, Acc: 0.928, Base Lr: 9.61e-05
2024-04-25 14:32:56 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.508, Acc: 0.933, Base Lr: 9.61e-05
2024-04-25 14:32:57 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.497, Acc: 0.936, Base Lr: 9.61e-05
2024-04-25 14:32:58 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.473, Acc: 0.941, Base Lr: 9.61e-05
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2024-04-25 14:33:00 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.443, Acc: 0.948, Base Lr: 9.61e-05
2024-04-25 14:33:02 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.429, Acc: 0.951, Base Lr: 9.61e-05
2024-04-25 14:33:03 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.412, Acc: 0.954, Base Lr: 9.61e-05
2024-04-25 14:33:04 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.400, Acc: 0.956, Base Lr: 9.61e-05
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2024-04-25 14:33:06 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.377, Acc: 0.959, Base Lr: 9.61e-05
2024-04-25 14:33:07 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.363, Acc: 0.961, Base Lr: 9.61e-05
2024-04-25 14:33:08 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.350, Acc: 0.963, Base Lr: 9.61e-05
2024-04-25 14:33:09 transreid.train INFO: Epoch 81 done. Time per epoch: 21.042[s] Speed: 562.7[samples/s]
2024-04-25 14:33:10 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.568, Acc: 0.919, Base Lr: 9.17e-05
2024-04-25 14:33:11 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.560, Acc: 0.920, Base Lr: 9.17e-05
2024-04-25 14:33:13 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.590, Acc: 0.916, Base Lr: 9.17e-05
2024-04-25 14:33:14 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.591, Acc: 0.912, Base Lr: 9.17e-05
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2024-04-25 14:33:16 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.562, Acc: 0.923, Base Lr: 9.17e-05
2024-04-25 14:33:17 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.531, Acc: 0.930, Base Lr: 9.17e-05
2024-04-25 14:33:18 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.514, Acc: 0.934, Base Lr: 9.17e-05
2024-04-25 14:33:19 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.491, Acc: 0.939, Base Lr: 9.17e-05
2024-04-25 14:33:20 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.471, Acc: 0.944, Base Lr: 9.17e-05
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2024-04-25 14:33:22 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.437, Acc: 0.952, Base Lr: 9.17e-05
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2024-04-25 14:33:24 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.408, Acc: 0.957, Base Lr: 9.17e-05
2024-04-25 14:33:25 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.393, Acc: 0.960, Base Lr: 9.17e-05
2024-04-25 14:33:27 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.381, Acc: 0.962, Base Lr: 9.17e-05
2024-04-25 14:33:28 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.368, Acc: 0.964, Base Lr: 9.17e-05
2024-04-25 14:33:29 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.354, Acc: 0.966, Base Lr: 9.17e-05
2024-04-25 14:33:29 transreid.train INFO: Epoch 82 done. Time per epoch: 20.444[s] Speed: 572.9[samples/s]
2024-04-25 14:33:31 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.628, Acc: 0.913, Base Lr: 8.73e-05
2024-04-25 14:33:32 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.591, Acc: 0.913, Base Lr: 8.73e-05
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2024-04-25 14:33:36 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.516, Acc: 0.930, Base Lr: 8.73e-05
2024-04-25 14:33:37 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.492, Acc: 0.936, Base Lr: 8.73e-05
2024-04-25 14:33:38 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.480, Acc: 0.940, Base Lr: 8.73e-05
2024-04-25 14:33:39 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.461, Acc: 0.944, Base Lr: 8.73e-05
2024-04-25 14:33:41 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.456, Acc: 0.946, Base Lr: 8.73e-05
2024-04-25 14:33:42 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.436, Acc: 0.950, Base Lr: 8.73e-05
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2024-04-25 14:33:45 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.402, Acc: 0.956, Base Lr: 8.73e-05
2024-04-25 14:33:46 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.389, Acc: 0.959, Base Lr: 8.73e-05
2024-04-25 14:33:47 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.374, Acc: 0.961, Base Lr: 8.73e-05
2024-04-25 14:33:48 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.364, Acc: 0.962, Base Lr: 8.73e-05
2024-04-25 14:33:49 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.351, Acc: 0.964, Base Lr: 8.73e-05
2024-04-25 14:33:50 transreid.train INFO: Epoch 83 done. Time per epoch: 20.554[s] Speed: 572.9[samples/s]
2024-04-25 14:33:51 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.603, Acc: 0.908, Base Lr: 8.31e-05
2024-04-25 14:33:52 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.557, Acc: 0.922, Base Lr: 8.31e-05
2024-04-25 14:33:53 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.549, Acc: 0.925, Base Lr: 8.31e-05
2024-04-25 14:33:55 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.554, Acc: 0.932, Base Lr: 8.31e-05
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2024-04-25 14:33:57 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.530, Acc: 0.934, Base Lr: 8.31e-05
2024-04-25 14:33:58 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.501, Acc: 0.939, Base Lr: 8.31e-05
2024-04-25 14:33:59 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.486, Acc: 0.940, Base Lr: 8.31e-05
2024-04-25 14:34:00 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.469, Acc: 0.944, Base Lr: 8.31e-05
2024-04-25 14:34:01 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.450, Acc: 0.947, Base Lr: 8.31e-05
2024-04-25 14:34:02 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.433, Acc: 0.950, Base Lr: 8.31e-05
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2024-04-25 14:34:05 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.399, Acc: 0.957, Base Lr: 8.31e-05
2024-04-25 14:34:06 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.388, Acc: 0.959, Base Lr: 8.31e-05
2024-04-25 14:34:07 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.378, Acc: 0.961, Base Lr: 8.31e-05
2024-04-25 14:34:09 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.364, Acc: 0.962, Base Lr: 8.31e-05
2024-04-25 14:34:10 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.351, Acc: 0.964, Base Lr: 8.31e-05
2024-04-25 14:34:10 transreid.train INFO: Epoch 84 done. Time per epoch: 20.386[s] Speed: 574.5[samples/s]
2024-04-25 14:34:12 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.596, Acc: 0.922, Base Lr: 7.89e-05
2024-04-25 14:34:13 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.552, Acc: 0.928, Base Lr: 7.89e-05
2024-04-25 14:34:14 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.519, Acc: 0.932, Base Lr: 7.89e-05
2024-04-25 14:34:15 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.531, Acc: 0.928, Base Lr: 7.89e-05
2024-04-25 14:34:16 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.519, Acc: 0.929, Base Lr: 7.89e-05
2024-04-25 14:34:17 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.510, Acc: 0.933, Base Lr: 7.89e-05
2024-04-25 14:34:18 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.481, Acc: 0.939, Base Lr: 7.89e-05
2024-04-25 14:34:19 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.458, Acc: 0.944, Base Lr: 7.89e-05
2024-04-25 14:34:20 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.447, Acc: 0.945, Base Lr: 7.89e-05
2024-04-25 14:34:21 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.428, Acc: 0.950, Base Lr: 7.89e-05
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2024-04-25 14:34:24 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.402, Acc: 0.955, Base Lr: 7.89e-05
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2024-04-25 14:34:26 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.380, Acc: 0.960, Base Lr: 7.89e-05
2024-04-25 14:34:27 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.370, Acc: 0.962, Base Lr: 7.89e-05
2024-04-25 14:34:28 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.358, Acc: 0.963, Base Lr: 7.89e-05
2024-04-25 14:34:29 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.347, Acc: 0.964, Base Lr: 7.89e-05
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2024-04-25 14:34:30 transreid.train INFO: Epoch 85 done. Time per epoch: 20.384[s] Speed: 574.6[samples/s]
2024-04-25 14:34:32 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.709, Acc: 0.877, Base Lr: 7.48e-05
2024-04-25 14:34:33 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.660, Acc: 0.899, Base Lr: 7.48e-05
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2024-04-25 14:34:38 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.518, Acc: 0.931, Base Lr: 7.48e-05
2024-04-25 14:34:39 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.496, Acc: 0.938, Base Lr: 7.48e-05
2024-04-25 14:34:40 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.472, Acc: 0.943, Base Lr: 7.48e-05
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2024-04-25 14:34:44 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.405, Acc: 0.954, Base Lr: 7.48e-05
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2024-04-25 14:34:47 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.365, Acc: 0.962, Base Lr: 7.48e-05
2024-04-25 14:34:48 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.352, Acc: 0.964, Base Lr: 7.48e-05
2024-04-25 14:34:49 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.338, Acc: 0.966, Base Lr: 7.48e-05
2024-04-25 14:34:50 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.326, Acc: 0.967, Base Lr: 7.48e-05
2024-04-25 14:34:51 transreid.train INFO: Epoch 86 done. Time per epoch: 20.468[s] Speed: 572.2[samples/s]
2024-04-25 14:34:53 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.611, Acc: 0.920, Base Lr: 7.08e-05
2024-04-25 14:34:54 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.579, Acc: 0.926, Base Lr: 7.08e-05
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2024-04-25 14:35:11 transreid.train INFO: Epoch 87 done. Time per epoch: 20.441[s] Speed: 573.0[samples/s]
2024-04-25 14:35:13 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.569, Acc: 0.911, Base Lr: 6.68e-05
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2024-04-25 14:35:32 transreid.train INFO: Epoch 88 done. Time per epoch: 20.413[s] Speed: 573.8[samples/s]
2024-04-25 14:35:33 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.610, Acc: 0.887, Base Lr: 6.30e-05
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2024-04-25 14:35:52 transreid.train INFO: Epoch 89 done. Time per epoch: 20.498[s] Speed: 574.5[samples/s]
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2024-04-25 14:36:13 transreid.train INFO: Epoch 90 done. Time per epoch: 20.338[s] Speed: 575.9[samples/s]
2024-04-25 14:36:14 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.645, Acc: 0.919, Base Lr: 5.56e-05
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2024-04-25 14:36:33 transreid.train INFO: Epoch 91 done. Time per epoch: 20.394[s] Speed: 574.3[samples/s]
2024-04-25 14:36:35 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.684, Acc: 0.917, Base Lr: 5.21e-05
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2024-04-25 14:36:54 transreid.train INFO: Epoch 92 done. Time per epoch: 20.577[s] Speed: 569.2[samples/s]
2024-04-25 14:36:55 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.548, Acc: 0.934, Base Lr: 4.86e-05
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2024-04-25 14:37:14 transreid.train INFO: Epoch 93 done. Time per epoch: 20.419[s] Speed: 573.6[samples/s]
2024-04-25 14:37:16 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.557, Acc: 0.934, Base Lr: 4.53e-05
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2024-04-25 14:37:34 transreid.train INFO: Epoch 94 done. Time per epoch: 20.367[s] Speed: 575.1[samples/s]
2024-04-25 14:37:36 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.620, Acc: 0.923, Base Lr: 4.20e-05
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2024-04-25 14:37:55 transreid.train INFO: Epoch 95 done. Time per epoch: 20.481[s] Speed: 575.0[samples/s]
2024-04-25 14:37:56 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.640, Acc: 0.902, Base Lr: 3.89e-05
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2024-04-25 14:38:15 transreid.train INFO: Epoch 96 done. Time per epoch: 20.418[s] Speed: 573.6[samples/s]
2024-04-25 14:38:17 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.597, Acc: 0.911, Base Lr: 3.59e-05
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2024-04-25 14:38:36 transreid.train INFO: Epoch 97 done. Time per epoch: 20.598[s] Speed: 571.7[samples/s]
2024-04-25 14:38:38 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.570, Acc: 0.913, Base Lr: 3.30e-05
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2024-04-25 14:38:56 transreid.train INFO: Epoch 98 done. Time per epoch: 20.524[s] Speed: 573.8[samples/s]
2024-04-25 14:38:58 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.501, Acc: 0.933, Base Lr: 3.02e-05
2024-04-25 14:38:59 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.518, Acc: 0.937, Base Lr: 3.02e-05
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2024-04-25 14:39:17 transreid.train INFO: Epoch 99 done. Time per epoch: 20.562[s] Speed: 572.7[samples/s]
2024-04-25 14:39:19 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.594, Acc: 0.927, Base Lr: 2.75e-05
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2024-04-25 14:39:38 transreid.train INFO: Epoch 100 done. Time per epoch: 20.684[s] Speed: 569.3[samples/s]
2024-04-25 14:40:02 transreid.train INFO: Validation Results - Epoch: 100
2024-04-25 14:40:02 transreid.train INFO: mAP: 92.5%
2024-04-25 14:40:02 transreid.train INFO: CMC curve, Rank-1  :97.1%
2024-04-25 14:40:02 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-04-25 14:40:02 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-04-25 14:40:04 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.525, Acc: 0.920, Base Lr: 2.50e-05
2024-04-25 14:40:05 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.580, Acc: 0.921, Base Lr: 2.50e-05
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2024-04-25 14:40:18 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.343, Acc: 0.969, Base Lr: 2.50e-05
2024-04-25 14:40:19 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.334, Acc: 0.970, Base Lr: 2.50e-05
2024-04-25 14:40:20 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.322, Acc: 0.971, Base Lr: 2.50e-05
2024-04-25 14:40:21 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.311, Acc: 0.973, Base Lr: 2.50e-05
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2024-04-25 14:40:23 transreid.train INFO: Epoch 101 done. Time per epoch: 20.768[s] Speed: 564.0[samples/s]
2024-04-25 14:40:25 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.526, Acc: 0.913, Base Lr: 2.26e-05
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2024-04-25 14:40:41 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.319, Acc: 0.970, Base Lr: 2.26e-05
2024-04-25 14:40:42 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.308, Acc: 0.972, Base Lr: 2.26e-05
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2024-04-25 14:40:43 transreid.train INFO: Epoch 102 done. Time per epoch: 20.487[s] Speed: 571.7[samples/s]
2024-04-25 14:40:45 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.496, Acc: 0.916, Base Lr: 2.02e-05
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2024-04-25 14:41:04 transreid.train INFO: Epoch 103 done. Time per epoch: 20.734[s] Speed: 567.9[samples/s]
2024-04-25 14:41:06 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.642, Acc: 0.895, Base Lr: 1.81e-05
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2024-04-25 14:41:25 transreid.train INFO: Epoch 104 done. Time per epoch: 20.528[s] Speed: 573.7[samples/s]
2024-04-25 14:41:26 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.635, Acc: 0.894, Base Lr: 1.60e-05
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2024-04-25 14:41:45 transreid.train INFO: Epoch 105 done. Time per epoch: 20.415[s] Speed: 573.7[samples/s]
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2024-04-25 14:42:06 transreid.train INFO: Epoch 106 done. Time per epoch: 20.618[s] Speed: 571.2[samples/s]
2024-04-25 14:42:07 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.562, Acc: 0.919, Base Lr: 1.22e-05
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2024-04-25 14:42:26 transreid.train INFO: Epoch 107 done. Time per epoch: 20.626[s] Speed: 570.9[samples/s]
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2024-04-25 14:42:47 transreid.train INFO: Epoch 108 done. Time per epoch: 20.609[s] Speed: 571.4[samples/s]
2024-04-25 14:42:49 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.633, Acc: 0.916, Base Lr: 9.02e-06
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2024-04-25 14:43:07 transreid.train INFO: Epoch 109 done. Time per epoch: 20.577[s] Speed: 572.3[samples/s]
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2024-04-25 14:43:28 transreid.train INFO: Epoch 110 done. Time per epoch: 20.517[s] Speed: 570.8[samples/s]
2024-04-25 14:43:30 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.633, Acc: 0.906, Base Lr: 6.31e-06
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2024-04-25 14:43:49 transreid.train INFO: Epoch 111 done. Time per epoch: 20.553[s] Speed: 573.0[samples/s]
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2024-04-25 14:44:09 transreid.train INFO: Epoch 112 done. Time per epoch: 20.508[s] Speed: 574.2[samples/s]
2024-04-25 14:44:11 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.703, Acc: 0.892, Base Lr: 4.14e-06
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2024-04-25 14:44:29 transreid.train INFO: Epoch 113 done. Time per epoch: 20.435[s] Speed: 573.1[samples/s]
2024-04-25 14:44:31 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.677, Acc: 0.895, Base Lr: 3.26e-06
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2024-04-25 14:44:50 transreid.train INFO: Epoch 114 done. Time per epoch: 20.668[s] Speed: 569.8[samples/s]
2024-04-25 14:44:52 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.592, Acc: 0.927, Base Lr: 2.51e-06
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2024-04-25 14:45:11 transreid.train INFO: Epoch 115 done. Time per epoch: 20.462[s] Speed: 572.4[samples/s]
2024-04-25 14:45:12 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.556, Acc: 0.925, Base Lr: 1.89e-06
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2024-04-25 14:45:31 transreid.train INFO: Epoch 116 done. Time per epoch: 20.598[s] Speed: 571.7[samples/s]
2024-04-25 14:45:33 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.577, Acc: 0.920, Base Lr: 1.42e-06
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2024-04-25 14:45:52 transreid.train INFO: Epoch 117 done. Time per epoch: 20.545[s] Speed: 573.2[samples/s]
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2024-04-25 14:46:12 transreid.train INFO: Epoch 118 done. Time per epoch: 20.545[s] Speed: 573.2[samples/s]
2024-04-25 14:46:14 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.560, Acc: 0.917, Base Lr: 8.68e-07
2024-04-25 14:46:15 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.507, Acc: 0.931, Base Lr: 8.68e-07
2024-04-25 14:46:16 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.471, Acc: 0.942, Base Lr: 8.68e-07
2024-04-25 14:46:17 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.474, Acc: 0.944, Base Lr: 8.68e-07
2024-04-25 14:46:18 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.463, Acc: 0.948, Base Lr: 8.68e-07
2024-04-25 14:46:19 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.440, Acc: 0.952, Base Lr: 8.68e-07
2024-04-25 14:46:20 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.423, Acc: 0.957, Base Lr: 8.68e-07
2024-04-25 14:46:22 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.403, Acc: 0.961, Base Lr: 8.68e-07
2024-04-25 14:46:23 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.390, Acc: 0.961, Base Lr: 8.68e-07
2024-04-25 14:46:24 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.382, Acc: 0.962, Base Lr: 8.68e-07
2024-04-25 14:46:25 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.370, Acc: 0.964, Base Lr: 8.68e-07
2024-04-25 14:46:26 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.359, Acc: 0.966, Base Lr: 8.68e-07
2024-04-25 14:46:27 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.344, Acc: 0.968, Base Lr: 8.68e-07
2024-04-25 14:46:28 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.335, Acc: 0.970, Base Lr: 8.68e-07
2024-04-25 14:46:29 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.327, Acc: 0.971, Base Lr: 8.68e-07
2024-04-25 14:46:30 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.315, Acc: 0.973, Base Lr: 8.68e-07
2024-04-25 14:46:31 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.305, Acc: 0.974, Base Lr: 8.68e-07
2024-04-25 14:46:32 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.295, Acc: 0.975, Base Lr: 8.68e-07
2024-04-25 14:46:33 transreid.train INFO: Epoch 119 done. Time per epoch: 20.543[s] Speed: 573.2[samples/s]
2024-04-25 14:46:35 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.503, Acc: 0.944, Base Lr: 8.00e-07
2024-04-25 14:46:36 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.501, Acc: 0.939, Base Lr: 8.00e-07
2024-04-25 14:46:37 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.473, Acc: 0.944, Base Lr: 8.00e-07
2024-04-25 14:46:38 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.475, Acc: 0.944, Base Lr: 8.00e-07
2024-04-25 14:46:39 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.450, Acc: 0.947, Base Lr: 8.00e-07
2024-04-25 14:46:40 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.434, Acc: 0.948, Base Lr: 8.00e-07
2024-04-25 14:46:41 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.417, Acc: 0.954, Base Lr: 8.00e-07
2024-04-25 14:46:42 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.401, Acc: 0.957, Base Lr: 8.00e-07
2024-04-25 14:46:43 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.385, Acc: 0.960, Base Lr: 8.00e-07
2024-04-25 14:46:44 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.373, Acc: 0.962, Base Lr: 8.00e-07
2024-04-25 14:46:45 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.362, Acc: 0.964, Base Lr: 8.00e-07
2024-04-25 14:46:46 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.350, Acc: 0.966, Base Lr: 8.00e-07
2024-04-25 14:46:47 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.336, Acc: 0.967, Base Lr: 8.00e-07
2024-04-25 14:46:49 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.324, Acc: 0.969, Base Lr: 8.00e-07
2024-04-25 14:46:50 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.312, Acc: 0.971, Base Lr: 8.00e-07
2024-04-25 14:46:51 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.301, Acc: 0.972, Base Lr: 8.00e-07
2024-04-25 14:46:52 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.291, Acc: 0.974, Base Lr: 8.00e-07
2024-04-25 14:46:53 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.283, Acc: 0.975, Base Lr: 8.00e-07
2024-04-25 14:46:53 transreid.train INFO: Epoch 120 done. Time per epoch: 20.490[s] Speed: 574.7[samples/s]
2024-04-25 14:47:18 transreid.train INFO: Validation Results - Epoch: 120
2024-04-25 14:47:18 transreid.train INFO: mAP: 92.5%
2024-04-25 14:47:18 transreid.train INFO: CMC curve, Rank-1  :97.0%
2024-04-25 14:47:18 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-04-25 14:47:18 transreid.train INFO: CMC curve, Rank-10 :99.3%
