2024-05-09 15:16:53 transreid INFO: Saving model in the path :log/bs_exp/GhostNet_1_3_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-09 15:16:53 transreid INFO: Loaded configuration file configs/market/ghostnet_1_3.yml
2024-05-09 15:16:53 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: 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: ghostnet_1_3
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/GhostNet_1_3.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/GhostNet_1_3_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: 
2024-05-09 15:16:53 transreid.check INFO: Dataset statistics:
2024-05-09 15:16:53 transreid.check INFO:   ----------------------------------------
2024-05-09 15:16:53 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 15:16:53 transreid.check INFO:   ----------------------------------------
2024-05-09 15:16:53 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-09 15:16:53 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-09 15:16:53 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-09 15:16:53 transreid.check INFO:   ----------------------------------------
2024-05-09 15:16:57 transreid INFO: ===========using cosine learning rate=======
2024-05-09 15:16:57 transreid.train INFO: start training
2024-05-09 15:17:03 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 12.729, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 15:17:04 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 12.413, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:05 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 11.933, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:06 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 11.667, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:06 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 11.357, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:07 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 11.161, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:08 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 10.963, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:09 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 10.808, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:10 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 10.689, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:11 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 10.589, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:12 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 10.496, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:13 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.401, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:14 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.318, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:15 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.251, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:16 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.177, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:17 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.114, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:18 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.040, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:19 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 9.979, Acc: 0.002, Base Lr: 2.38e-05
2024-05-09 15:17:19 transreid.train INFO: Epoch 1 done. Time per epoch: 21.843[s] Speed: 536.2[samples/s]
2024-05-09 15:17:21 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.692, Acc: 0.000, Base Lr: 4.36e-05
2024-05-09 15:17:21 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.777, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 15:17:22 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.720, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 15:17:23 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.662, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 15:17:24 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.606, Acc: 0.003, Base Lr: 4.36e-05
2024-05-09 15:17:25 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.532, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 15:17:26 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.464, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 15:17:27 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.413, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 15:17:28 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.374, Acc: 0.003, Base Lr: 4.36e-05
2024-05-09 15:17:29 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.316, Acc: 0.003, Base Lr: 4.36e-05
2024-05-09 15:17:30 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.267, Acc: 0.003, Base Lr: 4.36e-05
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2024-05-09 15:17:34 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.128, Acc: 0.004, Base Lr: 4.36e-05
2024-05-09 15:17:34 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.108, Acc: 0.004, Base Lr: 4.36e-05
2024-05-09 15:17:35 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.068, Acc: 0.006, Base Lr: 4.36e-05
2024-05-09 15:17:36 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.050, Acc: 0.006, Base Lr: 4.36e-05
2024-05-09 15:17:37 transreid.train INFO: Epoch 2 done. Time per epoch: 17.758[s] Speed: 659.5[samples/s]
2024-05-09 15:17:38 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.702, Acc: 0.006, Base Lr: 6.34e-05
2024-05-09 15:17:39 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.627, Acc: 0.009, Base Lr: 6.34e-05
2024-05-09 15:17:40 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.660, Acc: 0.014, Base Lr: 6.34e-05
2024-05-09 15:17:41 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.621, Acc: 0.013, Base Lr: 6.34e-05
2024-05-09 15:17:42 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.601, Acc: 0.019, Base Lr: 6.34e-05
2024-05-09 15:17:43 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.603, Acc: 0.020, Base Lr: 6.34e-05
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2024-05-09 15:17:46 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.552, Acc: 0.025, Base Lr: 6.34e-05
2024-05-09 15:17:47 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.540, Acc: 0.027, Base Lr: 6.34e-05
2024-05-09 15:17:48 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.507, Acc: 0.031, Base Lr: 6.34e-05
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2024-05-09 15:17:50 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.481, Acc: 0.041, Base Lr: 6.34e-05
2024-05-09 15:17:51 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.465, Acc: 0.047, Base Lr: 6.34e-05
2024-05-09 15:17:52 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.467, Acc: 0.056, Base Lr: 6.34e-05
2024-05-09 15:17:53 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.457, Acc: 0.063, Base Lr: 6.34e-05
2024-05-09 15:17:54 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.443, Acc: 0.077, Base Lr: 6.34e-05
2024-05-09 15:17:55 transreid.train INFO: Epoch 3 done. Time per epoch: 17.842[s] Speed: 656.4[samples/s]
2024-05-09 15:17:56 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.357, Acc: 0.058, Base Lr: 8.32e-05
2024-05-09 15:17:57 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.291, Acc: 0.061, Base Lr: 8.32e-05
2024-05-09 15:17:58 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.231, Acc: 0.076, Base Lr: 8.32e-05
2024-05-09 15:17:59 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.224, Acc: 0.077, Base Lr: 8.32e-05
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2024-05-09 15:18:01 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.242, Acc: 0.083, Base Lr: 8.32e-05
2024-05-09 15:18:02 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.244, Acc: 0.090, Base Lr: 8.32e-05
2024-05-09 15:18:03 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.236, Acc: 0.092, Base Lr: 8.32e-05
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2024-05-09 15:18:06 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.250, Acc: 0.114, Base Lr: 8.32e-05
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2024-05-09 15:18:10 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.211, Acc: 0.158, Base Lr: 8.32e-05
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2024-05-09 15:18:12 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.189, Acc: 0.190, Base Lr: 8.32e-05
2024-05-09 15:18:12 transreid.train INFO: Epoch 4 done. Time per epoch: 17.818[s] Speed: 657.3[samples/s]
2024-05-09 15:18:14 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.173, Acc: 0.095, Base Lr: 1.03e-04
2024-05-09 15:18:15 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.204, Acc: 0.098, Base Lr: 1.03e-04
2024-05-09 15:18:16 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.215, Acc: 0.108, Base Lr: 1.03e-04
2024-05-09 15:18:17 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.177, Acc: 0.109, Base Lr: 1.03e-04
2024-05-09 15:18:18 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.156, Acc: 0.116, Base Lr: 1.03e-04
2024-05-09 15:18:19 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.127, Acc: 0.122, Base Lr: 1.03e-04
2024-05-09 15:18:19 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.114, Acc: 0.132, Base Lr: 1.03e-04
2024-05-09 15:18:20 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.098, Acc: 0.145, Base Lr: 1.03e-04
2024-05-09 15:18:21 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.094, Acc: 0.156, Base Lr: 1.03e-04
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2024-05-09 15:18:27 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.036, Acc: 0.204, Base Lr: 1.03e-04
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2024-05-09 15:18:30 transreid.train INFO: Epoch 5 done. Time per epoch: 17.720[s] Speed: 664.6[samples/s]
2024-05-09 15:18:32 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.994, Acc: 0.097, Base Lr: 1.23e-04
2024-05-09 15:18:33 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 7.017, Acc: 0.102, Base Lr: 1.23e-04
2024-05-09 15:18:34 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 7.035, Acc: 0.110, Base Lr: 1.23e-04
2024-05-09 15:18:34 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.992, Acc: 0.113, Base Lr: 1.23e-04
2024-05-09 15:18:35 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.988, Acc: 0.126, Base Lr: 1.23e-04
2024-05-09 15:18:36 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.961, Acc: 0.133, Base Lr: 1.23e-04
2024-05-09 15:18:37 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.957, Acc: 0.140, Base Lr: 1.23e-04
2024-05-09 15:18:38 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.940, Acc: 0.147, Base Lr: 1.23e-04
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2024-05-09 15:18:48 transreid.train INFO: Epoch 6 done. Time per epoch: 17.642[s] Speed: 663.9[samples/s]
2024-05-09 15:18:49 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.941, Acc: 0.125, Base Lr: 1.43e-04
2024-05-09 15:18:50 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.942, Acc: 0.127, Base Lr: 1.43e-04
2024-05-09 15:18:51 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.889, Acc: 0.134, Base Lr: 1.43e-04
2024-05-09 15:18:52 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.882, Acc: 0.141, Base Lr: 1.43e-04
2024-05-09 15:18:53 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.863, Acc: 0.143, Base Lr: 1.43e-04
2024-05-09 15:18:54 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.837, Acc: 0.148, Base Lr: 1.43e-04
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2024-05-09 15:19:05 transreid.train INFO: Epoch 7 done. Time per epoch: 17.686[s] Speed: 662.2[samples/s]
2024-05-09 15:19:07 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.819, Acc: 0.116, Base Lr: 1.62e-04
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2024-05-09 15:19:23 transreid.train INFO: Epoch 8 done. Time per epoch: 17.717[s] Speed: 661.1[samples/s]
2024-05-09 15:19:25 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.643, Acc: 0.130, Base Lr: 1.82e-04
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2024-05-09 15:19:41 transreid.train INFO: Epoch 9 done. Time per epoch: 17.790[s] Speed: 662.0[samples/s]
2024-05-09 15:19:43 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.427, Acc: 0.141, Base Lr: 2.02e-04
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2024-05-09 15:19:59 transreid.train INFO: Epoch 10 done. Time per epoch: 17.739[s] Speed: 660.2[samples/s]
2024-05-09 15:20:00 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 6.430, Acc: 0.170, Base Lr: 2.22e-04
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2024-05-09 15:20:16 transreid.train INFO: Epoch 11 done. Time per epoch: 17.736[s] Speed: 660.4[samples/s]
2024-05-09 15:20:18 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 6.118, Acc: 0.136, Base Lr: 2.42e-04
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2024-05-09 15:20:34 transreid.train INFO: Epoch 12 done. Time per epoch: 17.724[s] Speed: 660.8[samples/s]
2024-05-09 15:20:36 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 6.169, Acc: 0.105, Base Lr: 2.61e-04
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2024-05-09 15:20:52 transreid.train INFO: Epoch 13 done. Time per epoch: 17.610[s] Speed: 665.1[samples/s]
2024-05-09 15:20:53 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.854, Acc: 0.178, Base Lr: 2.81e-04
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2024-05-09 15:21:09 transreid.train INFO: Epoch 14 done. Time per epoch: 17.701[s] Speed: 665.3[samples/s]
2024-05-09 15:21:11 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 5.586, Acc: 0.169, Base Lr: 3.01e-04
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2024-05-09 15:21:27 transreid.train INFO: Epoch 15 done. Time per epoch: 17.756[s] Speed: 659.6[samples/s]
2024-05-09 15:21:29 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 5.571, Acc: 0.136, Base Lr: 3.21e-04
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2024-05-09 15:21:45 transreid.train INFO: Epoch 16 done. Time per epoch: 17.921[s] Speed: 653.5[samples/s]
2024-05-09 15:21:47 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 5.046, Acc: 0.189, Base Lr: 3.41e-04
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2024-05-09 15:22:03 transreid.train INFO: Epoch 17 done. Time per epoch: 18.009[s] Speed: 650.4[samples/s]
2024-05-09 15:22:05 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 5.191, Acc: 0.183, Base Lr: 3.60e-04
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2024-05-09 15:22:21 transreid.train INFO: Epoch 18 done. Time per epoch: 18.005[s] Speed: 650.5[samples/s]
2024-05-09 15:22:23 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 4.844, Acc: 0.209, Base Lr: 3.80e-04
2024-05-09 15:22:24 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 4.913, Acc: 0.194, Base Lr: 3.80e-04
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2024-05-09 15:22:39 transreid.train INFO: Epoch 19 done. Time per epoch: 17.918[s] Speed: 657.2[samples/s]
2024-05-09 15:22:41 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 4.404, Acc: 0.308, Base Lr: 3.73e-04
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2024-05-09 15:22:57 transreid.train INFO: Epoch 20 done. Time per epoch: 17.938[s] Speed: 652.9[samples/s]
2024-05-09 15:23:10 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 15:23:10 transreid.train INFO: mAP: 72.7%
2024-05-09 15:23:10 transreid.train INFO: CMC curve, Rank-1  :86.3%
2024-05-09 15:23:10 transreid.train INFO: CMC curve, Rank-5  :94.4%
2024-05-09 15:23:10 transreid.train INFO: CMC curve, Rank-10 :96.7%
2024-05-09 15:23:11 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 4.570, Acc: 0.259, Base Lr: 3.71e-04
2024-05-09 15:23:12 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 4.457, Acc: 0.272, Base Lr: 3.71e-04
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2024-05-09 15:23:17 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 4.224, Acc: 0.296, Base Lr: 3.71e-04
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2024-05-09 15:23:28 transreid.train INFO: Epoch 21 done. Time per epoch: 18.107[s] Speed: 650.4[samples/s]
2024-05-09 15:23:30 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 4.374, Acc: 0.267, Base Lr: 3.68e-04
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2024-05-09 15:23:46 transreid.train INFO: Epoch 22 done. Time per epoch: 18.346[s] Speed: 638.4[samples/s]
2024-05-09 15:23:48 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 4.208, Acc: 0.328, Base Lr: 3.65e-04
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2024-05-09 15:24:05 transreid.train INFO: Epoch 23 done. Time per epoch: 18.372[s] Speed: 637.5[samples/s]
2024-05-09 15:24:06 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 3.938, Acc: 0.355, Base Lr: 3.62e-04
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2024-05-09 15:24:23 transreid.train INFO: Epoch 24 done. Time per epoch: 18.234[s] Speed: 645.8[samples/s]
2024-05-09 15:24:24 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 4.068, Acc: 0.280, Base Lr: 3.59e-04
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2024-05-09 15:24:41 transreid.train INFO: Epoch 25 done. Time per epoch: 17.926[s] Speed: 653.3[samples/s]
2024-05-09 15:24:42 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 3.817, Acc: 0.356, Base Lr: 3.56e-04
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2024-05-09 15:24:59 transreid.train INFO: Epoch 26 done. Time per epoch: 18.121[s] Speed: 646.3[samples/s]
2024-05-09 15:25:00 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 3.782, Acc: 0.292, Base Lr: 3.52e-04
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2024-05-09 15:25:17 transreid.train INFO: Epoch 27 done. Time per epoch: 18.083[s] Speed: 647.7[samples/s]
2024-05-09 15:25:19 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 3.429, Acc: 0.377, Base Lr: 3.49e-04
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2024-05-09 15:25:35 transreid.train INFO: Epoch 28 done. Time per epoch: 17.987[s] Speed: 651.1[samples/s]
2024-05-09 15:25:37 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 3.543, Acc: 0.402, Base Lr: 3.45e-04
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2024-05-09 15:25:53 transreid.train INFO: Epoch 29 done. Time per epoch: 18.134[s] Speed: 645.8[samples/s]
2024-05-09 15:25:55 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 3.031, Acc: 0.484, Base Lr: 3.42e-04
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2024-05-09 15:26:11 transreid.train INFO: Epoch 30 done. Time per epoch: 18.122[s] Speed: 649.8[samples/s]
2024-05-09 15:26:13 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 2.934, Acc: 0.494, Base Lr: 3.38e-04
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2024-05-09 15:26:29 transreid.train INFO: Epoch 31 done. Time per epoch: 17.787[s] Speed: 654.9[samples/s]
2024-05-09 15:26:31 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 3.054, Acc: 0.481, Base Lr: 3.34e-04
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2024-05-09 15:26:47 transreid.train INFO: Epoch 32 done. Time per epoch: 18.111[s] Speed: 646.7[samples/s]
2024-05-09 15:26:49 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 2.854, Acc: 0.519, Base Lr: 3.30e-04
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2024-05-09 15:27:05 transreid.train INFO: Epoch 33 done. Time per epoch: 18.191[s] Speed: 647.4[samples/s]
2024-05-09 15:27:07 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 2.852, Acc: 0.502, Base Lr: 3.26e-04
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2024-05-09 15:27:23 transreid.train INFO: Epoch 34 done. Time per epoch: 18.184[s] Speed: 647.6[samples/s]
2024-05-09 15:27:25 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 2.756, Acc: 0.530, Base Lr: 3.22e-04
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2024-05-09 15:27:41 transreid.train INFO: Epoch 35 done. Time per epoch: 17.907[s] Speed: 657.6[samples/s]
2024-05-09 15:27:43 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 2.653, Acc: 0.539, Base Lr: 3.18e-04
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2024-05-09 15:27:59 transreid.train INFO: Epoch 36 done. Time per epoch: 18.089[s] Speed: 651.0[samples/s]
2024-05-09 15:28:01 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 2.631, Acc: 0.531, Base Lr: 3.13e-04
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2024-05-09 15:28:18 transreid.train INFO: Epoch 37 done. Time per epoch: 18.088[s] Speed: 651.0[samples/s]
2024-05-09 15:28:19 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 2.438, Acc: 0.573, Base Lr: 3.09e-04
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2024-05-09 15:28:35 transreid.train INFO: Epoch 38 done. Time per epoch: 17.933[s] Speed: 653.1[samples/s]
2024-05-09 15:28:37 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 2.468, Acc: 0.583, Base Lr: 3.05e-04
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2024-05-09 15:28:53 transreid.train INFO: Epoch 39 done. Time per epoch: 17.937[s] Speed: 652.9[samples/s]
2024-05-09 15:28:55 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 2.301, Acc: 0.609, Base Lr: 3.00e-04
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2024-05-09 15:29:11 transreid.train INFO: Epoch 40 done. Time per epoch: 17.706[s] Speed: 661.5[samples/s]
2024-05-09 15:29:23 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 15:29:23 transreid.train INFO: mAP: 84.6%
2024-05-09 15:29:23 transreid.train INFO: CMC curve, Rank-1  :93.3%
2024-05-09 15:29:23 transreid.train INFO: CMC curve, Rank-5  :97.6%
2024-05-09 15:29:23 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-09 15:29:25 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 2.461, Acc: 0.566, Base Lr: 2.96e-04
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2024-05-09 15:29:41 transreid.train INFO: Epoch 41 done. Time per epoch: 18.522[s] Speed: 635.8[samples/s]
2024-05-09 15:29:43 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 2.235, Acc: 0.608, Base Lr: 2.91e-04
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2024-05-09 15:30:00 transreid.train INFO: Epoch 42 done. Time per epoch: 18.321[s] Speed: 642.7[samples/s]
2024-05-09 15:30:02 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 2.393, Acc: 0.586, Base Lr: 2.86e-04
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2024-05-09 15:30:18 transreid.train INFO: Epoch 43 done. Time per epoch: 18.113[s] Speed: 650.1[samples/s]
2024-05-09 15:30:20 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 2.209, Acc: 0.620, Base Lr: 2.82e-04
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2024-05-09 15:30:36 transreid.train INFO: Epoch 44 done. Time per epoch: 17.919[s] Speed: 657.2[samples/s]
2024-05-09 15:30:38 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 2.081, Acc: 0.605, Base Lr: 2.77e-04
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2024-05-09 15:30:54 transreid.train INFO: Epoch 45 done. Time per epoch: 17.988[s] Speed: 651.1[samples/s]
2024-05-09 15:30:55 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 1.697, Acc: 0.716, Base Lr: 2.72e-04
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2024-05-09 15:31:12 transreid.train INFO: Epoch 46 done. Time per epoch: 18.073[s] Speed: 648.0[samples/s]
2024-05-09 15:31:14 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 2.122, Acc: 0.613, Base Lr: 2.67e-04
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2024-05-09 15:31:30 transreid.train INFO: Epoch 47 done. Time per epoch: 18.059[s] Speed: 652.1[samples/s]
2024-05-09 15:31:32 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 1.979, Acc: 0.663, Base Lr: 2.62e-04
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2024-05-09 15:31:48 transreid.train INFO: Epoch 48 done. Time per epoch: 18.201[s] Speed: 647.0[samples/s]
2024-05-09 15:31:50 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 1.962, Acc: 0.672, Base Lr: 2.57e-04
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2024-05-09 15:32:06 transreid.train INFO: Epoch 49 done. Time per epoch: 17.935[s] Speed: 653.0[samples/s]
2024-05-09 15:32:08 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.892, Acc: 0.683, Base Lr: 2.52e-04
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2024-05-09 15:32:24 transreid.train INFO: Epoch 50 done. Time per epoch: 18.067[s] Speed: 651.8[samples/s]
2024-05-09 15:32:26 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 1.739, Acc: 0.720, Base Lr: 2.47e-04
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2024-05-09 15:32:42 transreid.train INFO: Epoch 51 done. Time per epoch: 18.140[s] Speed: 649.2[samples/s]
2024-05-09 15:32:44 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 1.757, Acc: 0.713, Base Lr: 2.42e-04
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2024-05-09 15:33:00 transreid.train INFO: Epoch 52 done. Time per epoch: 18.137[s] Speed: 649.3[samples/s]
2024-05-09 15:33:02 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 1.865, Acc: 0.670, Base Lr: 2.37e-04
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2024-05-09 15:33:19 transreid.train INFO: Epoch 53 done. Time per epoch: 18.096[s] Speed: 650.8[samples/s]
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2024-05-09 15:33:37 transreid.train INFO: Epoch 54 done. Time per epoch: 18.078[s] Speed: 651.4[samples/s]
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2024-05-09 15:33:55 transreid.train INFO: Epoch 55 done. Time per epoch: 18.194[s] Speed: 643.7[samples/s]
2024-05-09 15:33:57 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 1.673, Acc: 0.731, Base Lr: 2.21e-04
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2024-05-09 15:34:13 transreid.train INFO: Epoch 56 done. Time per epoch: 18.171[s] Speed: 644.6[samples/s]
2024-05-09 15:34:15 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 1.564, Acc: 0.725, Base Lr: 2.16e-04
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2024-05-09 15:34:31 transreid.train INFO: Epoch 57 done. Time per epoch: 18.450[s] Speed: 638.3[samples/s]
2024-05-09 15:34:33 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 1.670, Acc: 0.689, Base Lr: 2.11e-04
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2024-05-09 15:34:50 transreid.train INFO: Epoch 58 done. Time per epoch: 18.128[s] Speed: 646.1[samples/s]
2024-05-09 15:34:51 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 1.586, Acc: 0.747, Base Lr: 2.06e-04
2024-05-09 15:34:52 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 1.431, Acc: 0.775, Base Lr: 2.06e-04
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2024-05-09 15:35:08 transreid.train INFO: Epoch 59 done. Time per epoch: 18.365[s] Speed: 641.2[samples/s]
2024-05-09 15:35:10 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 1.410, Acc: 0.764, Base Lr: 2.00e-04
2024-05-09 15:35:11 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 1.414, Acc: 0.778, Base Lr: 2.00e-04
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2024-05-09 15:35:26 transreid.train INFO: Epoch 60 done. Time per epoch: 18.456[s] Speed: 634.6[samples/s]
2024-05-09 15:35:39 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 15:35:39 transreid.train INFO: mAP: 87.5%
2024-05-09 15:35:39 transreid.train INFO: CMC curve, Rank-1  :94.9%
2024-05-09 15:35:39 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-09 15:35:39 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-09 15:35:40 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 1.582, Acc: 0.744, Base Lr: 1.95e-04
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2024-05-09 15:35:57 transreid.train INFO: Epoch 61 done. Time per epoch: 18.330[s] Speed: 642.5[samples/s]
2024-05-09 15:35:59 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 1.484, Acc: 0.761, Base Lr: 1.90e-04
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2024-05-09 15:36:15 transreid.train INFO: Epoch 62 done. Time per epoch: 18.349[s] Speed: 638.3[samples/s]
2024-05-09 15:36:17 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 1.554, Acc: 0.744, Base Lr: 1.85e-04
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2024-05-09 15:36:33 transreid.train INFO: Epoch 63 done. Time per epoch: 18.038[s] Speed: 649.3[samples/s]
2024-05-09 15:36:35 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 1.472, Acc: 0.773, Base Lr: 1.80e-04
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2024-05-09 15:36:52 transreid.train INFO: Epoch 64 done. Time per epoch: 18.337[s] Speed: 638.7[samples/s]
2024-05-09 15:36:53 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 1.392, Acc: 0.788, Base Lr: 1.74e-04
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2024-05-09 15:37:10 transreid.train INFO: Epoch 65 done. Time per epoch: 18.252[s] Speed: 645.2[samples/s]
2024-05-09 15:37:12 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 1.301, Acc: 0.788, Base Lr: 1.69e-04
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2024-05-09 15:37:28 transreid.train INFO: Epoch 66 done. Time per epoch: 18.314[s] Speed: 639.5[samples/s]
2024-05-09 15:37:30 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 1.221, Acc: 0.814, Base Lr: 1.64e-04
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2024-05-09 15:37:46 transreid.train INFO: Epoch 67 done. Time per epoch: 18.245[s] Speed: 645.4[samples/s]
2024-05-09 15:37:48 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 1.139, Acc: 0.823, Base Lr: 1.59e-04
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2024-05-09 15:38:05 transreid.train INFO: Epoch 68 done. Time per epoch: 18.255[s] Speed: 641.6[samples/s]
2024-05-09 15:38:06 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 1.477, Acc: 0.728, Base Lr: 1.54e-04
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2024-05-09 15:38:23 transreid.train INFO: Epoch 69 done. Time per epoch: 18.317[s] Speed: 642.9[samples/s]
2024-05-09 15:38:25 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 1.323, Acc: 0.791, Base Lr: 1.49e-04
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2024-05-09 15:38:41 transreid.train INFO: Epoch 70 done. Time per epoch: 18.091[s] Speed: 647.4[samples/s]
2024-05-09 15:38:43 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 1.114, Acc: 0.842, Base Lr: 1.44e-04
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2024-05-09 15:38:59 transreid.train INFO: Epoch 71 done. Time per epoch: 18.127[s] Speed: 649.6[samples/s]
2024-05-09 15:39:01 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 1.273, Acc: 0.805, Base Lr: 1.39e-04
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2024-05-09 15:39:17 transreid.train INFO: Epoch 72 done. Time per epoch: 17.826[s] Speed: 657.0[samples/s]
2024-05-09 15:39:19 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 1.394, Acc: 0.744, Base Lr: 1.34e-04
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2024-05-09 15:39:35 transreid.train INFO: Epoch 73 done. Time per epoch: 17.966[s] Speed: 651.9[samples/s]
2024-05-09 15:39:37 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 1.208, Acc: 0.792, Base Lr: 1.29e-04
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2024-05-09 15:39:53 transreid.train INFO: Epoch 74 done. Time per epoch: 17.880[s] Speed: 655.1[samples/s]
2024-05-09 15:39:55 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 1.152, Acc: 0.809, Base Lr: 1.24e-04
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2024-05-09 15:40:11 transreid.train INFO: Epoch 75 done. Time per epoch: 17.977[s] Speed: 651.5[samples/s]
2024-05-09 15:40:13 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 1.169, Acc: 0.817, Base Lr: 1.19e-04
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2024-05-09 15:40:29 transreid.train INFO: Epoch 76 done. Time per epoch: 17.927[s] Speed: 653.3[samples/s]
2024-05-09 15:40:31 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 1.050, Acc: 0.833, Base Lr: 1.14e-04
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2024-05-09 15:40:47 transreid.train INFO: Epoch 77 done. Time per epoch: 17.918[s] Speed: 653.6[samples/s]
2024-05-09 15:40:49 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 1.252, Acc: 0.795, Base Lr: 1.10e-04
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2024-05-09 15:41:05 transreid.train INFO: Epoch 78 done. Time per epoch: 17.930[s] Speed: 653.2[samples/s]
2024-05-09 15:41:06 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 1.143, Acc: 0.831, Base Lr: 1.05e-04
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2024-05-09 15:41:11 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.927, Acc: 0.877, Base Lr: 1.05e-04
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2024-05-09 15:41:23 transreid.train INFO: Epoch 79 done. Time per epoch: 17.919[s] Speed: 657.2[samples/s]
2024-05-09 15:41:24 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 1.057, Acc: 0.827, Base Lr: 1.01e-04
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2024-05-09 15:41:40 transreid.train INFO: Epoch 80 done. Time per epoch: 17.689[s] Speed: 662.1[samples/s]
2024-05-09 15:41:51 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 15:41:51 transreid.train INFO: mAP: 88.1%
2024-05-09 15:41:51 transreid.train INFO: CMC curve, Rank-1  :95.3%
2024-05-09 15:41:51 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-05-09 15:41:51 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-09 15:41:53 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 1.191, Acc: 0.797, Base Lr: 9.61e-05
2024-05-09 15:41:54 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 1.038, Acc: 0.838, Base Lr: 9.61e-05
2024-05-09 15:41:55 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.991, Acc: 0.852, Base Lr: 9.61e-05
2024-05-09 15:41:56 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.967, Acc: 0.856, Base Lr: 9.61e-05
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2024-05-09 15:41:58 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.861, Acc: 0.883, Base Lr: 9.61e-05
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2024-05-09 15:42:00 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.805, Acc: 0.894, Base Lr: 9.61e-05
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2024-05-09 15:42:06 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.631, Acc: 0.928, Base Lr: 9.61e-05
2024-05-09 15:42:07 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.610, Acc: 0.931, Base Lr: 9.61e-05
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2024-05-09 15:42:09 transreid.train INFO: Epoch 81 done. Time per epoch: 17.555[s] Speed: 674.4[samples/s]
2024-05-09 15:42:11 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.972, Acc: 0.861, Base Lr: 9.17e-05
2024-05-09 15:42:11 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.974, Acc: 0.853, Base Lr: 9.17e-05
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2024-05-09 15:42:16 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.882, Acc: 0.878, Base Lr: 9.17e-05
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2024-05-09 15:42:23 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.664, Acc: 0.924, Base Lr: 9.17e-05
2024-05-09 15:42:24 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.645, Acc: 0.927, Base Lr: 9.17e-05
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2024-05-09 15:42:26 transreid.train INFO: Epoch 82 done. Time per epoch: 17.667[s] Speed: 662.9[samples/s]
2024-05-09 15:42:28 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 1.134, Acc: 0.806, Base Lr: 8.73e-05
2024-05-09 15:42:29 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 1.050, Acc: 0.835, Base Lr: 8.73e-05
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2024-05-09 15:42:34 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.855, Acc: 0.882, Base Lr: 8.73e-05
2024-05-09 15:42:35 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.828, Acc: 0.889, Base Lr: 8.73e-05
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2024-05-09 15:42:44 transreid.train INFO: Epoch 83 done. Time per epoch: 17.428[s] Speed: 675.7[samples/s]
2024-05-09 15:42:46 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 1.021, Acc: 0.834, Base Lr: 8.31e-05
2024-05-09 15:42:46 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.945, Acc: 0.855, Base Lr: 8.31e-05
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2024-05-09 15:43:01 transreid.train INFO: Epoch 84 done. Time per epoch: 17.445[s] Speed: 671.4[samples/s]
2024-05-09 15:43:03 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.999, Acc: 0.848, Base Lr: 7.89e-05
2024-05-09 15:43:04 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.944, Acc: 0.858, Base Lr: 7.89e-05
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2024-05-09 15:43:08 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.849, Acc: 0.885, Base Lr: 7.89e-05
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2024-05-09 15:43:19 transreid.train INFO: Epoch 85 done. Time per epoch: 17.323[s] Speed: 676.1[samples/s]
2024-05-09 15:43:20 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 1.203, Acc: 0.808, Base Lr: 7.48e-05
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2024-05-09 15:43:36 transreid.train INFO: Epoch 86 done. Time per epoch: 17.368[s] Speed: 674.4[samples/s]
2024-05-09 15:43:38 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 1.050, Acc: 0.845, Base Lr: 7.08e-05
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2024-05-09 15:43:54 transreid.train INFO: Epoch 87 done. Time per epoch: 17.779[s] Speed: 658.8[samples/s]
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2024-05-09 15:44:12 transreid.train INFO: Epoch 88 done. Time per epoch: 17.779[s] Speed: 658.8[samples/s]
2024-05-09 15:44:13 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 1.049, Acc: 0.819, Base Lr: 6.30e-05
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2024-05-09 15:44:29 transreid.train INFO: Epoch 89 done. Time per epoch: 17.564[s] Speed: 670.5[samples/s]
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2024-05-09 15:44:46 transreid.train INFO: Epoch 90 done. Time per epoch: 17.139[s] Speed: 683.3[samples/s]
2024-05-09 15:44:48 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 1.156, Acc: 0.795, Base Lr: 5.56e-05
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2024-05-09 15:45:03 transreid.train INFO: Epoch 91 done. Time per epoch: 17.179[s] Speed: 681.8[samples/s]
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2024-05-09 15:45:21 transreid.train INFO: Epoch 92 done. Time per epoch: 17.961[s] Speed: 652.1[samples/s]
2024-05-09 15:45:23 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.926, Acc: 0.863, Base Lr: 4.86e-05
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2024-05-09 15:45:39 transreid.train INFO: Epoch 93 done. Time per epoch: 17.566[s] Speed: 666.8[samples/s]
2024-05-09 15:45:41 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.921, Acc: 0.867, Base Lr: 4.53e-05
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2024-05-09 15:45:56 transreid.train INFO: Epoch 94 done. Time per epoch: 17.256[s] Speed: 678.7[samples/s]
2024-05-09 15:45:58 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 1.062, Acc: 0.827, Base Lr: 4.20e-05
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2024-05-09 15:46:14 transreid.train INFO: Epoch 95 done. Time per epoch: 17.469[s] Speed: 674.1[samples/s]
2024-05-09 15:46:15 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 1.105, Acc: 0.806, Base Lr: 3.89e-05
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2024-05-09 15:46:31 transreid.train INFO: Epoch 96 done. Time per epoch: 17.578[s] Speed: 666.3[samples/s]
2024-05-09 15:46:33 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 1.053, Acc: 0.831, Base Lr: 3.59e-05
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2024-05-09 15:46:48 transreid.train INFO: Epoch 97 done. Time per epoch: 17.195[s] Speed: 684.8[samples/s]
2024-05-09 15:46:50 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.991, Acc: 0.825, Base Lr: 3.30e-05
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2024-05-09 15:47:06 transreid.train INFO: Epoch 98 done. Time per epoch: 17.376[s] Speed: 677.7[samples/s]
2024-05-09 15:47:07 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.822, Acc: 0.866, Base Lr: 3.02e-05
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2024-05-09 15:47:23 transreid.train INFO: Epoch 99 done. Time per epoch: 17.292[s] Speed: 681.0[samples/s]
2024-05-09 15:47:25 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.994, Acc: 0.836, Base Lr: 2.75e-05
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2024-05-09 15:47:40 transreid.train INFO: Epoch 100 done. Time per epoch: 17.327[s] Speed: 679.6[samples/s]
2024-05-09 15:47:51 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 15:47:51 transreid.train INFO: mAP: 88.7%
2024-05-09 15:47:51 transreid.train INFO: CMC curve, Rank-1  :95.2%
2024-05-09 15:47:51 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-05-09 15:47:51 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-09 15:47:53 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.958, Acc: 0.839, Base Lr: 2.50e-05
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2024-05-09 15:48:09 transreid.train INFO: Epoch 101 done. Time per epoch: 17.839[s] Speed: 656.5[samples/s]
2024-05-09 15:48:11 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.869, Acc: 0.856, Base Lr: 2.26e-05
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2024-05-09 15:48:27 transreid.train INFO: Epoch 102 done. Time per epoch: 17.403[s] Speed: 673.0[samples/s]
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2024-05-09 15:48:44 transreid.train INFO: Epoch 103 done. Time per epoch: 17.468[s] Speed: 674.2[samples/s]
2024-05-09 15:48:46 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 1.110, Acc: 0.795, Base Lr: 1.81e-05
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2024-05-09 15:49:02 transreid.train INFO: Epoch 104 done. Time per epoch: 17.530[s] Speed: 671.8[samples/s]
2024-05-09 15:49:03 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 1.128, Acc: 0.806, Base Lr: 1.60e-05
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2024-05-09 15:49:19 transreid.train INFO: Epoch 105 done. Time per epoch: 17.346[s] Speed: 675.2[samples/s]
2024-05-09 15:49:21 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.781, Acc: 0.891, Base Lr: 1.41e-05
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2024-05-09 15:49:36 transreid.train INFO: Epoch 106 done. Time per epoch: 17.551[s] Speed: 671.0[samples/s]
2024-05-09 15:49:38 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 1.032, Acc: 0.828, Base Lr: 1.22e-05
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2024-05-09 15:49:54 transreid.train INFO: Epoch 107 done. Time per epoch: 17.870[s] Speed: 659.0[samples/s]
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2024-05-09 15:50:12 transreid.train INFO: Epoch 108 done. Time per epoch: 18.094[s] Speed: 650.8[samples/s]
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2024-05-09 15:50:30 transreid.train INFO: Epoch 109 done. Time per epoch: 17.777[s] Speed: 662.4[samples/s]
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2024-05-09 15:50:48 transreid.train INFO: Epoch 110 done. Time per epoch: 17.408[s] Speed: 672.8[samples/s]
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2024-05-09 15:51:05 transreid.train INFO: Epoch 111 done. Time per epoch: 17.053[s] Speed: 690.5[samples/s]
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2024-05-09 15:51:22 transreid.train INFO: Epoch 112 done. Time per epoch: 17.634[s] Speed: 667.8[samples/s]
2024-05-09 15:51:24 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 1.174, Acc: 0.795, Base Lr: 4.14e-06
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2024-05-09 15:51:40 transreid.train INFO: Epoch 113 done. Time per epoch: 17.378[s] Speed: 674.0[samples/s]
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2024-05-09 15:51:57 transreid.train INFO: Epoch 114 done. Time per epoch: 17.499[s] Speed: 672.9[samples/s]
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2024-05-09 15:52:15 transreid.train INFO: Epoch 115 done. Time per epoch: 17.431[s] Speed: 671.9[samples/s]
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2024-05-09 15:52:32 transreid.train INFO: Epoch 116 done. Time per epoch: 17.535[s] Speed: 671.6[samples/s]
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2024-05-09 15:52:49 transreid.train INFO: Epoch 117 done. Time per epoch: 17.390[s] Speed: 677.2[samples/s]
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2024-05-09 15:53:03 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.607, Acc: 0.928, Base Lr: 1.07e-06
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2024-05-09 15:53:04 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.565, Acc: 0.935, Base Lr: 1.07e-06
2024-05-09 15:53:05 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.544, Acc: 0.939, Base Lr: 1.07e-06
2024-05-09 15:53:06 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.526, Acc: 0.941, Base Lr: 1.07e-06
2024-05-09 15:53:06 transreid.train INFO: Epoch 118 done. Time per epoch: 16.879[s] Speed: 697.7[samples/s]
2024-05-09 15:53:08 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.982, Acc: 0.847, Base Lr: 8.68e-07
2024-05-09 15:53:09 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.903, Acc: 0.857, Base Lr: 8.68e-07
2024-05-09 15:53:10 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.857, Acc: 0.865, Base Lr: 8.68e-07
2024-05-09 15:53:11 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.841, Acc: 0.873, Base Lr: 8.68e-07
2024-05-09 15:53:12 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.817, Acc: 0.879, Base Lr: 8.68e-07
2024-05-09 15:53:12 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.779, Acc: 0.888, Base Lr: 8.68e-07
2024-05-09 15:53:13 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.748, Acc: 0.896, Base Lr: 8.68e-07
2024-05-09 15:53:14 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.721, Acc: 0.902, Base Lr: 8.68e-07
2024-05-09 15:53:15 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.700, Acc: 0.906, Base Lr: 8.68e-07
2024-05-09 15:53:16 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.685, Acc: 0.910, Base Lr: 8.68e-07
2024-05-09 15:53:17 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.666, Acc: 0.914, Base Lr: 8.68e-07
2024-05-09 15:53:18 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.644, Acc: 0.919, Base Lr: 8.68e-07
2024-05-09 15:53:19 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.620, Acc: 0.924, Base Lr: 8.68e-07
2024-05-09 15:53:19 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.600, Acc: 0.927, Base Lr: 8.68e-07
2024-05-09 15:53:20 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.582, Acc: 0.930, Base Lr: 8.68e-07
2024-05-09 15:53:21 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.561, Acc: 0.934, Base Lr: 8.68e-07
2024-05-09 15:53:22 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.540, Acc: 0.938, Base Lr: 8.68e-07
2024-05-09 15:53:23 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.519, Acc: 0.941, Base Lr: 8.68e-07
2024-05-09 15:53:23 transreid.train INFO: Epoch 119 done. Time per epoch: 16.971[s] Speed: 693.9[samples/s]
2024-05-09 15:53:25 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.917, Acc: 0.847, Base Lr: 8.00e-07
2024-05-09 15:53:26 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.886, Acc: 0.863, Base Lr: 8.00e-07
2024-05-09 15:53:27 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.849, Acc: 0.871, Base Lr: 8.00e-07
2024-05-09 15:53:28 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.867, Acc: 0.866, Base Lr: 8.00e-07
2024-05-09 15:53:29 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.823, Acc: 0.877, Base Lr: 8.00e-07
2024-05-09 15:53:29 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.792, Acc: 0.884, Base Lr: 8.00e-07
2024-05-09 15:53:30 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.758, Acc: 0.892, Base Lr: 8.00e-07
2024-05-09 15:53:31 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.725, Acc: 0.899, Base Lr: 8.00e-07
2024-05-09 15:53:32 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.694, Acc: 0.906, Base Lr: 8.00e-07
2024-05-09 15:53:33 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.678, Acc: 0.910, Base Lr: 8.00e-07
2024-05-09 15:53:34 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.659, Acc: 0.915, Base Lr: 8.00e-07
2024-05-09 15:53:35 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.635, Acc: 0.921, Base Lr: 8.00e-07
2024-05-09 15:53:36 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.608, Acc: 0.925, Base Lr: 8.00e-07
2024-05-09 15:53:37 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.590, Acc: 0.928, Base Lr: 8.00e-07
2024-05-09 15:53:37 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.571, Acc: 0.932, Base Lr: 8.00e-07
2024-05-09 15:53:38 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.550, Acc: 0.936, Base Lr: 8.00e-07
2024-05-09 15:53:39 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.530, Acc: 0.939, Base Lr: 8.00e-07
2024-05-09 15:53:40 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.511, Acc: 0.942, Base Lr: 8.00e-07
2024-05-09 15:53:41 transreid.train INFO: Epoch 120 done. Time per epoch: 17.194[s] Speed: 684.9[samples/s]
2024-05-09 15:53:52 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 15:53:52 transreid.train INFO: mAP: 88.8%
2024-05-09 15:53:52 transreid.train INFO: CMC curve, Rank-1  :95.2%
2024-05-09 15:53:52 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-05-09 15:53:52 transreid.train INFO: CMC curve, Rank-10 :98.8%
