2024-05-09 16:33:38 transreid INFO: Saving model in the path :log/bs_exp/EdgeNext_Base_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-09 16:33:38 transreid INFO: Loaded configuration file configs/market/edgenext_base.yml
2024-05-09 16:33:38 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: edgenext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/EdgeNext_Base.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/EdgeNext_Base_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 16:33:38 transreid.check INFO: Dataset statistics:
2024-05-09 16:33:38 transreid.check INFO:   ----------------------------------------
2024-05-09 16:33:38 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 16:33:38 transreid.check INFO:   ----------------------------------------
2024-05-09 16:33:38 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-09 16:33:38 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-09 16:33:38 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-09 16:33:38 transreid.check INFO:   ----------------------------------------
2024-05-09 16:33:42 transreid INFO: ===========using cosine learning rate=======
2024-05-09 16:33:42 transreid.train INFO: start training
2024-05-09 16:33:46 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 19.479, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 16:33:47 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 16.383, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 16:33:48 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 14.477, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 16:33:49 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 13.504, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 16:33:50 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 12.727, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 16:33:51 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 12.142, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:52 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 11.539, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:53 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.144, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:54 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 10.914, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:55 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 10.681, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:56 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 10.474, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:57 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.295, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:58 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.113, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:33:59 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.993, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:34:00 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.853, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:34:01 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 9.733, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:34:02 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 9.642, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:34:03 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 9.588, Acc: 0.001, Base Lr: 2.38e-05
2024-05-09 16:34:04 transreid.train INFO: Epoch 1 done. Time per epoch: 21.871[s] Speed: 535.5[samples/s]
2024-05-09 16:34:05 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.610, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 16:34:06 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.730, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 16:34:07 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.765, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:08 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.752, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:09 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.736, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:10 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.622, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:11 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.490, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:12 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.465, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:13 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.428, Acc: 0.001, Base Lr: 4.36e-05
2024-05-09 16:34:14 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.351, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 16:34:15 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.292, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 16:34:16 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.261, Acc: 0.002, Base Lr: 4.36e-05
2024-05-09 16:34:17 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.199, Acc: 0.003, Base Lr: 4.36e-05
2024-05-09 16:34:18 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.164, Acc: 0.003, Base Lr: 4.36e-05
2024-05-09 16:34:19 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.128, Acc: 0.003, Base Lr: 4.36e-05
2024-05-09 16:34:20 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.097, Acc: 0.004, Base Lr: 4.36e-05
2024-05-09 16:34:21 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.032, Acc: 0.004, Base Lr: 4.36e-05
2024-05-09 16:34:22 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.996, Acc: 0.006, Base Lr: 4.36e-05
2024-05-09 16:34:23 transreid.train INFO: Epoch 2 done. Time per epoch: 19.205[s] Speed: 609.8[samples/s]
2024-05-09 16:34:24 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.403, Acc: 0.005, Base Lr: 6.34e-05
2024-05-09 16:34:25 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.338, Acc: 0.013, Base Lr: 6.34e-05
2024-05-09 16:34:26 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.357, Acc: 0.016, Base Lr: 6.34e-05
2024-05-09 16:34:27 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.315, Acc: 0.021, Base Lr: 6.34e-05
2024-05-09 16:34:28 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.282, Acc: 0.025, Base Lr: 6.34e-05
2024-05-09 16:34:29 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.275, Acc: 0.027, Base Lr: 6.34e-05
2024-05-09 16:34:30 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.235, Acc: 0.027, Base Lr: 6.34e-05
2024-05-09 16:34:31 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.211, Acc: 0.029, Base Lr: 6.34e-05
2024-05-09 16:34:33 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.194, Acc: 0.033, Base Lr: 6.34e-05
2024-05-09 16:34:34 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.170, Acc: 0.039, Base Lr: 6.34e-05
2024-05-09 16:34:35 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.138, Acc: 0.044, Base Lr: 6.34e-05
2024-05-09 16:34:36 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.117, Acc: 0.049, Base Lr: 6.34e-05
2024-05-09 16:34:37 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.112, Acc: 0.052, Base Lr: 6.34e-05
2024-05-09 16:34:38 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.099, Acc: 0.059, Base Lr: 6.34e-05
2024-05-09 16:34:39 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.088, Acc: 0.069, Base Lr: 6.34e-05
2024-05-09 16:34:40 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.085, Acc: 0.081, Base Lr: 6.34e-05
2024-05-09 16:34:41 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.077, Acc: 0.091, Base Lr: 6.34e-05
2024-05-09 16:34:42 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.063, Acc: 0.109, Base Lr: 6.34e-05
2024-05-09 16:34:42 transreid.train INFO: Epoch 3 done. Time per epoch: 19.285[s] Speed: 607.3[samples/s]
2024-05-09 16:34:44 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.075, Acc: 0.094, Base Lr: 8.32e-05
2024-05-09 16:34:45 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.012, Acc: 0.101, Base Lr: 8.32e-05
2024-05-09 16:34:46 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.948, Acc: 0.114, Base Lr: 8.32e-05
2024-05-09 16:34:47 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.941, Acc: 0.112, Base Lr: 8.32e-05
2024-05-09 16:34:48 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.944, Acc: 0.113, Base Lr: 8.32e-05
2024-05-09 16:34:49 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.930, Acc: 0.120, Base Lr: 8.32e-05
2024-05-09 16:34:50 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.927, Acc: 0.128, Base Lr: 8.32e-05
2024-05-09 16:34:51 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.926, Acc: 0.127, Base Lr: 8.32e-05
2024-05-09 16:34:52 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.921, Acc: 0.138, Base Lr: 8.32e-05
2024-05-09 16:34:53 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.917, Acc: 0.146, Base Lr: 8.32e-05
2024-05-09 16:34:54 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.913, Acc: 0.155, Base Lr: 8.32e-05
2024-05-09 16:34:55 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.912, Acc: 0.165, Base Lr: 8.32e-05
2024-05-09 16:34:56 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.896, Acc: 0.175, Base Lr: 8.32e-05
2024-05-09 16:34:57 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.892, Acc: 0.186, Base Lr: 8.32e-05
2024-05-09 16:34:58 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.884, Acc: 0.199, Base Lr: 8.32e-05
2024-05-09 16:34:59 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.872, Acc: 0.211, Base Lr: 8.32e-05
2024-05-09 16:35:00 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.857, Acc: 0.229, Base Lr: 8.32e-05
2024-05-09 16:35:01 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.844, Acc: 0.250, Base Lr: 8.32e-05
2024-05-09 16:35:01 transreid.train INFO: Epoch 4 done. Time per epoch: 19.370[s] Speed: 604.6[samples/s]
2024-05-09 16:35:03 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.847, Acc: 0.138, Base Lr: 1.03e-04
2024-05-09 16:35:04 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.820, Acc: 0.127, Base Lr: 1.03e-04
2024-05-09 16:35:05 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.854, Acc: 0.136, Base Lr: 1.03e-04
2024-05-09 16:35:06 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.838, Acc: 0.138, Base Lr: 1.03e-04
2024-05-09 16:35:07 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.827, Acc: 0.152, Base Lr: 1.03e-04
2024-05-09 16:35:08 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.808, Acc: 0.161, Base Lr: 1.03e-04
2024-05-09 16:35:09 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.797, Acc: 0.172, Base Lr: 1.03e-04
2024-05-09 16:35:10 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.785, Acc: 0.188, Base Lr: 1.03e-04
2024-05-09 16:35:11 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.783, Acc: 0.199, Base Lr: 1.03e-04
2024-05-09 16:35:12 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.773, Acc: 0.209, Base Lr: 1.03e-04
2024-05-09 16:35:13 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.759, Acc: 0.219, Base Lr: 1.03e-04
2024-05-09 16:35:14 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.749, Acc: 0.226, Base Lr: 1.03e-04
2024-05-09 16:35:15 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.751, Acc: 0.235, Base Lr: 1.03e-04
2024-05-09 16:35:16 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.748, Acc: 0.240, Base Lr: 1.03e-04
2024-05-09 16:35:17 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.744, Acc: 0.254, Base Lr: 1.03e-04
2024-05-09 16:35:18 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.736, Acc: 0.264, Base Lr: 1.03e-04
2024-05-09 16:35:19 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.725, Acc: 0.278, Base Lr: 1.03e-04
2024-05-09 16:35:20 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.715, Acc: 0.299, Base Lr: 1.03e-04
2024-05-09 16:35:21 transreid.train INFO: Epoch 5 done. Time per epoch: 19.302[s] Speed: 610.1[samples/s]
2024-05-09 16:35:22 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.749, Acc: 0.120, Base Lr: 1.23e-04
2024-05-09 16:35:23 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.739, Acc: 0.127, Base Lr: 1.23e-04
2024-05-09 16:35:24 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.730, Acc: 0.134, Base Lr: 1.23e-04
2024-05-09 16:35:25 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.716, Acc: 0.146, Base Lr: 1.23e-04
2024-05-09 16:35:26 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.710, Acc: 0.162, Base Lr: 1.23e-04
2024-05-09 16:35:27 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.693, Acc: 0.177, Base Lr: 1.23e-04
2024-05-09 16:35:28 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.689, Acc: 0.185, Base Lr: 1.23e-04
2024-05-09 16:35:29 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.681, Acc: 0.194, Base Lr: 1.23e-04
2024-05-09 16:35:30 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.667, Acc: 0.206, Base Lr: 1.23e-04
2024-05-09 16:35:31 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.666, Acc: 0.207, Base Lr: 1.23e-04
2024-05-09 16:35:32 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.665, Acc: 0.219, Base Lr: 1.23e-04
2024-05-09 16:35:33 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.663, Acc: 0.226, Base Lr: 1.23e-04
2024-05-09 16:35:34 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.669, Acc: 0.231, Base Lr: 1.23e-04
2024-05-09 16:35:35 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.664, Acc: 0.242, Base Lr: 1.23e-04
2024-05-09 16:35:37 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.656, Acc: 0.254, Base Lr: 1.23e-04
2024-05-09 16:35:38 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.643, Acc: 0.267, Base Lr: 1.23e-04
2024-05-09 16:35:39 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.627, Acc: 0.287, Base Lr: 1.23e-04
2024-05-09 16:35:40 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.609, Acc: 0.308, Base Lr: 1.23e-04
2024-05-09 16:35:40 transreid.train INFO: Epoch 6 done. Time per epoch: 19.229[s] Speed: 609.1[samples/s]
2024-05-09 16:35:42 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.658, Acc: 0.153, Base Lr: 1.43e-04
2024-05-09 16:35:43 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.651, Acc: 0.164, Base Lr: 1.43e-04
2024-05-09 16:35:44 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.625, Acc: 0.171, Base Lr: 1.43e-04
2024-05-09 16:35:45 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.607, Acc: 0.174, Base Lr: 1.43e-04
2024-05-09 16:35:46 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.603, Acc: 0.173, Base Lr: 1.43e-04
2024-05-09 16:35:47 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.568, Acc: 0.179, Base Lr: 1.43e-04
2024-05-09 16:35:48 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.548, Acc: 0.193, Base Lr: 1.43e-04
2024-05-09 16:35:49 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.553, Acc: 0.197, Base Lr: 1.43e-04
2024-05-09 16:35:50 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.536, Acc: 0.203, Base Lr: 1.43e-04
2024-05-09 16:35:51 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.521, Acc: 0.211, Base Lr: 1.43e-04
2024-05-09 16:35:52 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.518, Acc: 0.216, Base Lr: 1.43e-04
2024-05-09 16:35:53 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.520, Acc: 0.221, Base Lr: 1.43e-04
2024-05-09 16:35:54 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.508, Acc: 0.228, Base Lr: 1.43e-04
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2024-05-09 16:35:59 transreid.train INFO: Epoch 7 done. Time per epoch: 19.530[s] Speed: 599.7[samples/s]
2024-05-09 16:36:01 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.561, Acc: 0.175, Base Lr: 1.62e-04
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2024-05-09 16:36:19 transreid.train INFO: Epoch 8 done. Time per epoch: 19.247[s] Speed: 608.5[samples/s]
2024-05-09 16:36:20 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.385, Acc: 0.170, Base Lr: 1.82e-04
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2024-05-09 16:36:38 transreid.train INFO: Epoch 9 done. Time per epoch: 19.338[s] Speed: 609.0[samples/s]
2024-05-09 16:36:40 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.142, Acc: 0.177, Base Lr: 2.02e-04
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2024-05-09 16:36:57 transreid.train INFO: Epoch 10 done. Time per epoch: 19.202[s] Speed: 609.9[samples/s]
2024-05-09 16:36:59 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 6.019, Acc: 0.167, Base Lr: 2.22e-04
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2024-05-09 16:37:17 transreid.train INFO: Epoch 11 done. Time per epoch: 19.267[s] Speed: 607.9[samples/s]
2024-05-09 16:37:18 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.826, Acc: 0.133, Base Lr: 2.42e-04
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2024-05-09 16:37:36 transreid.train INFO: Epoch 12 done. Time per epoch: 19.363[s] Speed: 604.9[samples/s]
2024-05-09 16:37:37 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.889, Acc: 0.130, Base Lr: 2.61e-04
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2024-05-09 16:37:55 transreid.train INFO: Epoch 13 done. Time per epoch: 19.155[s] Speed: 611.4[samples/s]
2024-05-09 16:37:57 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.438, Acc: 0.172, Base Lr: 2.81e-04
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2024-05-09 16:38:15 transreid.train INFO: Epoch 14 done. Time per epoch: 19.658[s] Speed: 599.0[samples/s]
2024-05-09 16:38:16 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 5.224, Acc: 0.194, Base Lr: 3.01e-04
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2024-05-09 16:38:34 transreid.train INFO: Epoch 15 done. Time per epoch: 19.179[s] Speed: 610.7[samples/s]
2024-05-09 16:38:35 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 5.085, Acc: 0.194, Base Lr: 3.21e-04
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2024-05-09 16:38:53 transreid.train INFO: Epoch 16 done. Time per epoch: 19.169[s] Speed: 611.0[samples/s]
2024-05-09 16:38:55 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 4.628, Acc: 0.256, Base Lr: 3.41e-04
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2024-05-09 16:39:12 transreid.train INFO: Epoch 17 done. Time per epoch: 19.268[s] Speed: 607.8[samples/s]
2024-05-09 16:39:14 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 4.635, Acc: 0.258, Base Lr: 3.60e-04
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2024-05-09 16:39:32 transreid.train INFO: Epoch 18 done. Time per epoch: 19.255[s] Speed: 608.3[samples/s]
2024-05-09 16:39:33 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 4.313, Acc: 0.281, Base Lr: 3.80e-04
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2024-05-09 16:39:51 transreid.train INFO: Epoch 19 done. Time per epoch: 19.219[s] Speed: 612.7[samples/s]
2024-05-09 16:39:52 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 3.918, Acc: 0.372, Base Lr: 3.73e-04
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2024-05-09 16:40:10 transreid.train INFO: Epoch 20 done. Time per epoch: 19.322[s] Speed: 606.2[samples/s]
2024-05-09 16:40:29 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 16:40:29 transreid.train INFO: mAP: 87.8%
2024-05-09 16:40:29 transreid.train INFO: CMC curve, Rank-1  :94.6%
2024-05-09 16:40:29 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-09 16:40:29 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-09 16:40:32 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 3.985, Acc: 0.330, Base Lr: 3.71e-04
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2024-05-09 16:40:49 transreid.train INFO: Epoch 21 done. Time per epoch: 19.792[s] Speed: 595.0[samples/s]
2024-05-09 16:40:51 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 3.725, Acc: 0.358, Base Lr: 3.68e-04
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2024-05-09 16:41:09 transreid.train INFO: Epoch 22 done. Time per epoch: 19.358[s] Speed: 605.0[samples/s]
2024-05-09 16:41:10 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 3.619, Acc: 0.408, Base Lr: 3.65e-04
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2024-05-09 16:41:28 transreid.train INFO: Epoch 23 done. Time per epoch: 19.142[s] Speed: 611.9[samples/s]
2024-05-09 16:41:29 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 3.445, Acc: 0.423, Base Lr: 3.62e-04
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2024-05-09 16:41:47 transreid.train INFO: Epoch 24 done. Time per epoch: 19.241[s] Speed: 612.0[samples/s]
2024-05-09 16:41:49 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 3.409, Acc: 0.391, Base Lr: 3.59e-04
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2024-05-09 16:42:06 transreid.train INFO: Epoch 25 done. Time per epoch: 19.567[s] Speed: 598.6[samples/s]
2024-05-09 16:42:08 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 3.235, Acc: 0.452, Base Lr: 3.56e-04
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2024-05-09 16:42:26 transreid.train INFO: Epoch 26 done. Time per epoch: 19.531[s] Speed: 599.7[samples/s]
2024-05-09 16:42:28 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 3.205, Acc: 0.431, Base Lr: 3.52e-04
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2024-05-09 16:42:45 transreid.train INFO: Epoch 27 done. Time per epoch: 19.464[s] Speed: 601.7[samples/s]
2024-05-09 16:42:47 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 2.792, Acc: 0.514, Base Lr: 3.49e-04
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2024-05-09 16:43:05 transreid.train INFO: Epoch 28 done. Time per epoch: 19.381[s] Speed: 604.3[samples/s]
2024-05-09 16:43:06 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 2.966, Acc: 0.481, Base Lr: 3.45e-04
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2024-05-09 16:43:24 transreid.train INFO: Epoch 29 done. Time per epoch: 19.251[s] Speed: 608.4[samples/s]
2024-05-09 16:43:26 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 2.457, Acc: 0.598, Base Lr: 3.42e-04
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2024-05-09 16:43:44 transreid.train INFO: Epoch 30 done. Time per epoch: 19.569[s] Speed: 601.8[samples/s]
2024-05-09 16:43:45 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 2.399, Acc: 0.611, Base Lr: 3.38e-04
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2024-05-09 16:44:03 transreid.train INFO: Epoch 31 done. Time per epoch: 19.801[s] Speed: 588.3[samples/s]
2024-05-09 16:44:05 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 2.417, Acc: 0.605, Base Lr: 3.34e-04
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2024-05-09 16:44:23 transreid.train INFO: Epoch 32 done. Time per epoch: 19.455[s] Speed: 602.0[samples/s]
2024-05-09 16:44:25 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 2.288, Acc: 0.597, Base Lr: 3.30e-04
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2024-05-09 16:44:42 transreid.train INFO: Epoch 33 done. Time per epoch: 19.264[s] Speed: 611.3[samples/s]
2024-05-09 16:44:44 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 2.270, Acc: 0.580, Base Lr: 3.26e-04
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2024-05-09 16:45:02 transreid.train INFO: Epoch 34 done. Time per epoch: 19.366[s] Speed: 608.1[samples/s]
2024-05-09 16:45:03 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 2.155, Acc: 0.642, Base Lr: 3.22e-04
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2024-05-09 16:45:21 transreid.train INFO: Epoch 35 done. Time per epoch: 19.361[s] Speed: 608.2[samples/s]
2024-05-09 16:45:23 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 2.053, Acc: 0.653, Base Lr: 3.18e-04
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2024-05-09 16:45:40 transreid.train INFO: Epoch 36 done. Time per epoch: 19.213[s] Speed: 612.9[samples/s]
2024-05-09 16:45:42 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 2.096, Acc: 0.650, Base Lr: 3.13e-04
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2024-05-09 16:45:59 transreid.train INFO: Epoch 37 done. Time per epoch: 19.220[s] Speed: 612.7[samples/s]
2024-05-09 16:46:01 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 1.940, Acc: 0.677, Base Lr: 3.09e-04
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2024-05-09 16:46:19 transreid.train INFO: Epoch 38 done. Time per epoch: 19.319[s] Speed: 606.2[samples/s]
2024-05-09 16:46:20 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 1.900, Acc: 0.680, Base Lr: 3.05e-04
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2024-05-09 16:46:38 transreid.train INFO: Epoch 39 done. Time per epoch: 19.156[s] Speed: 611.4[samples/s]
2024-05-09 16:46:40 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.790, Acc: 0.705, Base Lr: 3.00e-04
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2024-05-09 16:46:57 transreid.train INFO: Epoch 40 done. Time per epoch: 19.540[s] Speed: 599.4[samples/s]
2024-05-09 16:47:17 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 16:47:17 transreid.train INFO: mAP: 90.5%
2024-05-09 16:47:17 transreid.train INFO: CMC curve, Rank-1  :95.5%
2024-05-09 16:47:17 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-05-09 16:47:17 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-05-09 16:47:19 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 1.918, Acc: 0.664, Base Lr: 2.96e-04
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2024-05-09 16:47:36 transreid.train INFO: Epoch 41 done. Time per epoch: 19.415[s] Speed: 606.5[samples/s]
2024-05-09 16:47:38 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 1.717, Acc: 0.708, Base Lr: 2.91e-04
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2024-05-09 16:47:55 transreid.train INFO: Epoch 42 done. Time per epoch: 19.235[s] Speed: 612.2[samples/s]
2024-05-09 16:47:57 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.794, Acc: 0.714, Base Lr: 2.86e-04
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2024-05-09 16:48:15 transreid.train INFO: Epoch 43 done. Time per epoch: 19.299[s] Speed: 610.2[samples/s]
2024-05-09 16:48:16 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 1.664, Acc: 0.738, Base Lr: 2.82e-04
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2024-05-09 16:48:34 transreid.train INFO: Epoch 44 done. Time per epoch: 19.314[s] Speed: 609.7[samples/s]
2024-05-09 16:48:36 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 1.613, Acc: 0.725, Base Lr: 2.77e-04
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2024-05-09 16:48:53 transreid.train INFO: Epoch 45 done. Time per epoch: 19.282[s] Speed: 607.4[samples/s]
2024-05-09 16:48:55 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 1.220, Acc: 0.817, Base Lr: 2.72e-04
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2024-05-09 16:49:13 transreid.train INFO: Epoch 46 done. Time per epoch: 19.303[s] Speed: 606.8[samples/s]
2024-05-09 16:49:14 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 1.601, Acc: 0.761, Base Lr: 2.67e-04
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2024-05-09 16:49:32 transreid.train INFO: Epoch 47 done. Time per epoch: 19.387[s] Speed: 607.4[samples/s]
2024-05-09 16:49:34 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 1.490, Acc: 0.742, Base Lr: 2.62e-04
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2024-05-09 16:49:51 transreid.train INFO: Epoch 48 done. Time per epoch: 19.282[s] Speed: 610.7[samples/s]
2024-05-09 16:49:53 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 1.493, Acc: 0.758, Base Lr: 2.57e-04
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2024-05-09 16:50:10 transreid.train INFO: Epoch 49 done. Time per epoch: 19.128[s] Speed: 612.3[samples/s]
2024-05-09 16:50:12 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.434, Acc: 0.770, Base Lr: 2.52e-04
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2024-05-09 16:50:30 transreid.train INFO: Epoch 50 done. Time per epoch: 19.379[s] Speed: 607.7[samples/s]
2024-05-09 16:50:31 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 1.227, Acc: 0.806, Base Lr: 2.47e-04
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2024-05-09 16:50:49 transreid.train INFO: Epoch 51 done. Time per epoch: 19.322[s] Speed: 609.5[samples/s]
2024-05-09 16:50:51 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 1.299, Acc: 0.789, Base Lr: 2.42e-04
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2024-05-09 16:51:09 transreid.train INFO: Epoch 52 done. Time per epoch: 19.431[s] Speed: 606.0[samples/s]
2024-05-09 16:51:10 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 1.408, Acc: 0.753, Base Lr: 2.37e-04
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2024-05-09 16:51:28 transreid.train INFO: Epoch 53 done. Time per epoch: 19.485[s] Speed: 604.4[samples/s]
2024-05-09 16:51:30 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 1.353, Acc: 0.777, Base Lr: 2.32e-04
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2024-05-09 16:51:47 transreid.train INFO: Epoch 54 done. Time per epoch: 19.270[s] Speed: 611.1[samples/s]
2024-05-09 16:51:49 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 1.101, Acc: 0.814, Base Lr: 2.26e-04
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2024-05-09 16:52:06 transreid.train INFO: Epoch 55 done. Time per epoch: 19.148[s] Speed: 611.7[samples/s]
2024-05-09 16:52:08 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 1.235, Acc: 0.802, Base Lr: 2.21e-04
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2024-05-09 16:52:26 transreid.train INFO: Epoch 56 done. Time per epoch: 19.245[s] Speed: 608.6[samples/s]
2024-05-09 16:52:27 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 1.102, Acc: 0.828, Base Lr: 2.16e-04
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2024-05-09 16:52:45 transreid.train INFO: Epoch 57 done. Time per epoch: 19.328[s] Speed: 609.3[samples/s]
2024-05-09 16:52:47 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 1.248, Acc: 0.783, Base Lr: 2.11e-04
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2024-05-09 16:53:04 transreid.train INFO: Epoch 58 done. Time per epoch: 19.339[s] Speed: 605.6[samples/s]
2024-05-09 16:53:06 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 1.120, Acc: 0.805, Base Lr: 2.06e-04
2024-05-09 16:53:07 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 1.029, Acc: 0.830, Base Lr: 2.06e-04
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2024-05-09 16:53:19 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.633, Acc: 0.922, Base Lr: 2.06e-04
2024-05-09 16:53:20 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.610, Acc: 0.926, Base Lr: 2.06e-04
2024-05-09 16:53:21 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.589, Acc: 0.930, Base Lr: 2.06e-04
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2024-05-09 16:53:24 transreid.train INFO: Epoch 59 done. Time per epoch: 19.358[s] Speed: 608.3[samples/s]
2024-05-09 16:53:25 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 1.002, Acc: 0.844, Base Lr: 2.00e-04
2024-05-09 16:53:26 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.986, Acc: 0.850, Base Lr: 2.00e-04
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2024-05-09 16:53:31 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.782, Acc: 0.894, Base Lr: 2.00e-04
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2024-05-09 16:53:43 transreid.train INFO: Epoch 60 done. Time per epoch: 19.208[s] Speed: 609.7[samples/s]
2024-05-09 16:54:02 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 16:54:02 transreid.train INFO: mAP: 91.8%
2024-05-09 16:54:02 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-05-09 16:54:02 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-05-09 16:54:02 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-05-09 16:54:04 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 1.180, Acc: 0.789, Base Lr: 1.95e-04
2024-05-09 16:54:05 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 1.118, Acc: 0.805, Base Lr: 1.95e-04
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2024-05-09 16:54:10 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.842, Acc: 0.878, Base Lr: 1.95e-04
2024-05-09 16:54:11 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.794, Acc: 0.888, Base Lr: 1.95e-04
2024-05-09 16:54:12 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.754, Acc: 0.898, Base Lr: 1.95e-04
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2024-05-09 16:54:18 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.593, Acc: 0.928, Base Lr: 1.95e-04
2024-05-09 16:54:19 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.569, Acc: 0.932, Base Lr: 1.95e-04
2024-05-09 16:54:20 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.546, Acc: 0.936, Base Lr: 1.95e-04
2024-05-09 16:54:21 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.527, Acc: 0.939, Base Lr: 1.95e-04
2024-05-09 16:54:22 transreid.train INFO: Epoch 61 done. Time per epoch: 19.570[s] Speed: 601.7[samples/s]
2024-05-09 16:54:23 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 1.046, Acc: 0.822, Base Lr: 1.90e-04
2024-05-09 16:54:24 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.980, Acc: 0.845, Base Lr: 1.90e-04
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2024-05-09 16:54:41 transreid.train INFO: Epoch 62 done. Time per epoch: 19.610[s] Speed: 597.2[samples/s]
2024-05-09 16:54:43 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 1.093, Acc: 0.806, Base Lr: 1.85e-04
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2024-05-09 16:55:01 transreid.train INFO: Epoch 63 done. Time per epoch: 19.488[s] Speed: 601.0[samples/s]
2024-05-09 16:55:02 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 1.031, Acc: 0.845, Base Lr: 1.80e-04
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2024-05-09 16:55:21 transreid.train INFO: Epoch 64 done. Time per epoch: 19.725[s] Speed: 593.8[samples/s]
2024-05-09 16:55:22 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 1.061, Acc: 0.814, Base Lr: 1.74e-04
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2024-05-09 16:55:40 transreid.train INFO: Epoch 65 done. Time per epoch: 19.486[s] Speed: 604.3[samples/s]
2024-05-09 16:55:42 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.910, Acc: 0.847, Base Lr: 1.69e-04
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2024-05-09 16:55:59 transreid.train INFO: Epoch 66 done. Time per epoch: 19.443[s] Speed: 602.4[samples/s]
2024-05-09 16:56:01 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.862, Acc: 0.867, Base Lr: 1.64e-04
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2024-05-09 16:56:19 transreid.train INFO: Epoch 67 done. Time per epoch: 19.681[s] Speed: 598.4[samples/s]
2024-05-09 16:56:21 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.776, Acc: 0.870, Base Lr: 1.59e-04
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2024-05-09 16:56:39 transreid.train INFO: Epoch 68 done. Time per epoch: 19.364[s] Speed: 604.8[samples/s]
2024-05-09 16:56:40 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 1.058, Acc: 0.789, Base Lr: 1.54e-04
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2024-05-09 16:56:58 transreid.train INFO: Epoch 69 done. Time per epoch: 19.500[s] Speed: 603.9[samples/s]
2024-05-09 16:57:00 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.960, Acc: 0.819, Base Lr: 1.49e-04
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2024-05-09 16:57:18 transreid.train INFO: Epoch 70 done. Time per epoch: 19.555[s] Speed: 598.9[samples/s]
2024-05-09 16:57:19 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.804, Acc: 0.894, Base Lr: 1.44e-04
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2024-05-09 16:57:37 transreid.train INFO: Epoch 71 done. Time per epoch: 19.393[s] Speed: 607.2[samples/s]
2024-05-09 16:57:39 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.902, Acc: 0.839, Base Lr: 1.39e-04
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2024-05-09 16:57:56 transreid.train INFO: Epoch 72 done. Time per epoch: 19.365[s] Speed: 604.8[samples/s]
2024-05-09 16:57:58 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 1.022, Acc: 0.805, Base Lr: 1.34e-04
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2024-05-09 16:58:16 transreid.train INFO: Epoch 73 done. Time per epoch: 19.318[s] Speed: 606.3[samples/s]
2024-05-09 16:58:17 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.904, Acc: 0.825, Base Lr: 1.29e-04
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2024-05-09 16:58:35 transreid.train INFO: Epoch 74 done. Time per epoch: 19.405[s] Speed: 603.6[samples/s]
2024-05-09 16:58:37 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.807, Acc: 0.878, Base Lr: 1.24e-04
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2024-05-09 16:58:54 transreid.train INFO: Epoch 75 done. Time per epoch: 19.297[s] Speed: 606.9[samples/s]
2024-05-09 16:58:56 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.838, Acc: 0.852, Base Lr: 1.19e-04
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2024-05-09 16:59:13 transreid.train INFO: Epoch 76 done. Time per epoch: 19.146[s] Speed: 611.7[samples/s]
2024-05-09 16:59:15 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.762, Acc: 0.855, Base Lr: 1.14e-04
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2024-05-09 16:59:33 transreid.train INFO: Epoch 77 done. Time per epoch: 19.180[s] Speed: 610.6[samples/s]
2024-05-09 16:59:34 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.862, Acc: 0.842, Base Lr: 1.10e-04
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2024-05-09 16:59:52 transreid.train INFO: Epoch 78 done. Time per epoch: 19.146[s] Speed: 611.7[samples/s]
2024-05-09 16:59:53 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.828, Acc: 0.855, Base Lr: 1.05e-04
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2024-05-09 16:59:59 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.644, Acc: 0.902, Base Lr: 1.05e-04
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2024-05-09 17:00:11 transreid.train INFO: Epoch 79 done. Time per epoch: 19.523[s] Speed: 603.2[samples/s]
2024-05-09 17:00:13 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.715, Acc: 0.863, Base Lr: 1.01e-04
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2024-05-09 17:00:19 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.594, Acc: 0.910, Base Lr: 1.01e-04
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2024-05-09 17:00:31 transreid.train INFO: Epoch 80 done. Time per epoch: 19.388[s] Speed: 604.1[samples/s]
2024-05-09 17:00:50 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 17:00:50 transreid.train INFO: mAP: 92.1%
2024-05-09 17:00:50 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-05-09 17:00:50 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-05-09 17:00:50 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-09 17:00:52 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.860, Acc: 0.847, Base Lr: 9.61e-05
2024-05-09 17:00:53 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.724, Acc: 0.874, Base Lr: 9.61e-05
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2024-05-09 17:00:58 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.586, Acc: 0.913, Base Lr: 9.61e-05
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2024-05-09 17:01:00 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.540, Acc: 0.922, Base Lr: 9.61e-05
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2024-05-09 17:01:07 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.410, Acc: 0.948, Base Lr: 9.61e-05
2024-05-09 17:01:08 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.395, Acc: 0.950, Base Lr: 9.61e-05
2024-05-09 17:01:09 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.379, Acc: 0.953, Base Lr: 9.61e-05
2024-05-09 17:01:10 transreid.train INFO: Epoch 81 done. Time per epoch: 19.662[s] Speed: 602.2[samples/s]
2024-05-09 17:01:12 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.656, Acc: 0.903, Base Lr: 9.17e-05
2024-05-09 17:01:13 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.669, Acc: 0.894, Base Lr: 9.17e-05
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2024-05-09 17:01:18 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.595, Acc: 0.909, Base Lr: 9.17e-05
2024-05-09 17:01:19 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.574, Acc: 0.914, Base Lr: 9.17e-05
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2024-05-09 17:01:27 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.415, Acc: 0.948, Base Lr: 9.17e-05
2024-05-09 17:01:28 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.400, Acc: 0.950, Base Lr: 9.17e-05
2024-05-09 17:01:29 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.384, Acc: 0.953, Base Lr: 9.17e-05
2024-05-09 17:01:30 transreid.train INFO: Epoch 82 done. Time per epoch: 19.612[s] Speed: 597.2[samples/s]
2024-05-09 17:01:31 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.752, Acc: 0.867, Base Lr: 8.73e-05
2024-05-09 17:01:32 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.689, Acc: 0.883, Base Lr: 8.73e-05
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2024-05-09 17:01:36 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.583, Acc: 0.910, Base Lr: 8.73e-05
2024-05-09 17:01:37 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.555, Acc: 0.918, Base Lr: 8.73e-05
2024-05-09 17:01:38 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.539, Acc: 0.921, Base Lr: 8.73e-05
2024-05-09 17:01:39 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.521, Acc: 0.925, Base Lr: 8.73e-05
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2024-05-09 17:01:49 transreid.train INFO: Epoch 83 done. Time per epoch: 19.322[s] Speed: 609.5[samples/s]
2024-05-09 17:01:51 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.702, Acc: 0.881, Base Lr: 8.31e-05
2024-05-09 17:01:52 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.628, Acc: 0.898, Base Lr: 8.31e-05
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2024-05-09 17:02:08 transreid.train INFO: Epoch 84 done. Time per epoch: 19.209[s] Speed: 609.7[samples/s]
2024-05-09 17:02:10 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.653, Acc: 0.892, Base Lr: 7.89e-05
2024-05-09 17:02:11 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.613, Acc: 0.898, Base Lr: 7.89e-05
2024-05-09 17:02:12 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.580, Acc: 0.910, Base Lr: 7.89e-05
2024-05-09 17:02:13 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.601, Acc: 0.905, Base Lr: 7.89e-05
2024-05-09 17:02:14 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.587, Acc: 0.907, Base Lr: 7.89e-05
2024-05-09 17:02:15 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.572, Acc: 0.909, Base Lr: 7.89e-05
2024-05-09 17:02:16 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.536, Acc: 0.918, Base Lr: 7.89e-05
2024-05-09 17:02:17 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.510, Acc: 0.924, Base Lr: 7.89e-05
2024-05-09 17:02:18 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.489, Acc: 0.927, Base Lr: 7.89e-05
2024-05-09 17:02:19 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.471, Acc: 0.933, Base Lr: 7.89e-05
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2024-05-09 17:02:27 transreid.train INFO: Epoch 85 done. Time per epoch: 19.278[s] Speed: 607.5[samples/s]
2024-05-09 17:02:29 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.846, Acc: 0.833, Base Lr: 7.48e-05
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2024-05-09 17:02:47 transreid.train INFO: Epoch 86 done. Time per epoch: 19.210[s] Speed: 609.7[samples/s]
2024-05-09 17:02:48 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.714, Acc: 0.891, Base Lr: 7.08e-05
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2024-05-09 17:03:25 transreid.train INFO: Epoch 88 done. Time per epoch: 19.366[s] Speed: 604.8[samples/s]
2024-05-09 17:03:27 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.737, Acc: 0.850, Base Lr: 6.30e-05
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2024-05-09 17:03:45 transreid.train INFO: Epoch 89 done. Time per epoch: 19.400[s] Speed: 607.0[samples/s]
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2024-05-09 17:04:04 transreid.train INFO: Epoch 90 done. Time per epoch: 19.310[s] Speed: 606.5[samples/s]
2024-05-09 17:04:06 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.783, Acc: 0.850, Base Lr: 5.56e-05
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2024-05-09 17:04:23 transreid.train INFO: Epoch 91 done. Time per epoch: 19.250[s] Speed: 608.4[samples/s]
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2024-05-09 17:04:42 transreid.train INFO: Epoch 92 done. Time per epoch: 19.240[s] Speed: 608.7[samples/s]
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2024-05-09 17:05:02 transreid.train INFO: Epoch 93 done. Time per epoch: 19.575[s] Speed: 598.3[samples/s]
2024-05-09 17:05:04 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.622, Acc: 0.889, Base Lr: 4.53e-05
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2024-05-09 17:05:21 transreid.train INFO: Epoch 94 done. Time per epoch: 19.320[s] Speed: 606.2[samples/s]
2024-05-09 17:05:23 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.753, Acc: 0.895, Base Lr: 4.20e-05
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2024-05-09 17:05:41 transreid.train INFO: Epoch 95 done. Time per epoch: 19.357[s] Speed: 608.4[samples/s]
2024-05-09 17:05:42 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.755, Acc: 0.864, Base Lr: 3.89e-05
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2024-05-09 17:06:00 transreid.train INFO: Epoch 96 done. Time per epoch: 19.387[s] Speed: 604.1[samples/s]
2024-05-09 17:06:02 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.712, Acc: 0.873, Base Lr: 3.59e-05
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2024-05-09 17:06:20 transreid.train INFO: Epoch 97 done. Time per epoch: 19.546[s] Speed: 602.5[samples/s]
2024-05-09 17:06:21 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.664, Acc: 0.889, Base Lr: 3.30e-05
2024-05-09 17:06:22 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.589, Acc: 0.916, Base Lr: 3.30e-05
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2024-05-09 17:06:39 transreid.train INFO: Epoch 98 done. Time per epoch: 19.505[s] Speed: 603.7[samples/s]
2024-05-09 17:06:41 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.563, Acc: 0.900, Base Lr: 3.02e-05
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2024-05-09 17:06:59 transreid.train INFO: Epoch 99 done. Time per epoch: 19.865[s] Speed: 592.8[samples/s]
2024-05-09 17:07:01 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.683, Acc: 0.898, Base Lr: 2.75e-05
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2024-05-09 17:07:19 transreid.train INFO: Epoch 100 done. Time per epoch: 19.510[s] Speed: 603.6[samples/s]
2024-05-09 17:07:39 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 17:07:39 transreid.train INFO: mAP: 92.4%
2024-05-09 17:07:39 transreid.train INFO: CMC curve, Rank-1  :96.5%
2024-05-09 17:07:39 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-09 17:07:39 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-09 17:07:41 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.662, Acc: 0.889, Base Lr: 2.50e-05
2024-05-09 17:07:42 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.715, Acc: 0.876, Base Lr: 2.50e-05
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2024-05-09 17:07:59 transreid.train INFO: Epoch 101 done. Time per epoch: 19.863[s] Speed: 589.6[samples/s]
2024-05-09 17:08:00 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.610, Acc: 0.895, Base Lr: 2.26e-05
2024-05-09 17:08:02 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.577, Acc: 0.910, Base Lr: 2.26e-05
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2024-05-09 17:08:18 transreid.train INFO: Epoch 102 done. Time per epoch: 19.475[s] Speed: 601.4[samples/s]
2024-05-09 17:08:20 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.579, Acc: 0.892, Base Lr: 2.02e-05
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2024-05-09 17:08:38 transreid.train INFO: Epoch 103 done. Time per epoch: 19.467[s] Speed: 604.9[samples/s]
2024-05-09 17:08:39 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.803, Acc: 0.858, Base Lr: 1.81e-05
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2024-05-09 17:08:57 transreid.train INFO: Epoch 104 done. Time per epoch: 19.643[s] Speed: 599.5[samples/s]
2024-05-09 17:08:59 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.755, Acc: 0.859, Base Lr: 1.60e-05
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2024-05-09 17:09:17 transreid.train INFO: Epoch 105 done. Time per epoch: 19.474[s] Speed: 601.4[samples/s]
2024-05-09 17:09:18 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.493, Acc: 0.939, Base Lr: 1.41e-05
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2024-05-09 17:09:36 transreid.train INFO: Epoch 106 done. Time per epoch: 19.390[s] Speed: 607.3[samples/s]
2024-05-09 17:09:38 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.679, Acc: 0.897, Base Lr: 1.22e-05
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2024-05-09 17:09:55 transreid.train INFO: Epoch 107 done. Time per epoch: 19.346[s] Speed: 608.7[samples/s]
2024-05-09 17:09:57 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.667, Acc: 0.880, Base Lr: 1.06e-05
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2024-05-09 17:10:15 transreid.train INFO: Epoch 108 done. Time per epoch: 19.392[s] Speed: 607.3[samples/s]
2024-05-09 17:10:16 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.751, Acc: 0.870, Base Lr: 9.02e-06
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2024-05-09 17:10:34 transreid.train INFO: Epoch 109 done. Time per epoch: 19.483[s] Speed: 604.4[samples/s]
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2024-05-09 17:10:54 transreid.train INFO: Epoch 110 done. Time per epoch: 19.296[s] Speed: 607.0[samples/s]
2024-05-09 17:10:55 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.765, Acc: 0.853, Base Lr: 6.31e-06
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2024-05-09 17:11:13 transreid.train INFO: Epoch 111 done. Time per epoch: 19.706[s] Speed: 597.6[samples/s]
2024-05-09 17:11:15 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.595, Acc: 0.903, Base Lr: 5.16e-06
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2024-05-09 17:11:33 transreid.train INFO: Epoch 112 done. Time per epoch: 19.426[s] Speed: 606.2[samples/s]
2024-05-09 17:11:34 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.807, Acc: 0.839, Base Lr: 4.14e-06
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2024-05-09 17:11:52 transreid.train INFO: Epoch 113 done. Time per epoch: 19.344[s] Speed: 605.5[samples/s]
2024-05-09 17:11:54 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.796, Acc: 0.861, Base Lr: 3.26e-06
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2024-05-09 17:12:11 transreid.train INFO: Epoch 114 done. Time per epoch: 19.334[s] Speed: 609.1[samples/s]
2024-05-09 17:12:13 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.645, Acc: 0.894, Base Lr: 2.51e-06
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2024-05-09 17:12:31 transreid.train INFO: Epoch 115 done. Time per epoch: 19.321[s] Speed: 606.2[samples/s]
2024-05-09 17:12:32 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.643, Acc: 0.898, Base Lr: 1.89e-06
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2024-05-09 17:12:50 transreid.train INFO: Epoch 116 done. Time per epoch: 19.418[s] Speed: 606.5[samples/s]
2024-05-09 17:12:52 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.681, Acc: 0.873, Base Lr: 1.42e-06
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2024-05-09 17:13:10 transreid.train INFO: Epoch 117 done. Time per epoch: 19.385[s] Speed: 607.5[samples/s]
2024-05-09 17:13:11 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.724, Acc: 0.881, Base Lr: 1.07e-06
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2024-05-09 17:13:29 transreid.train INFO: Epoch 118 done. Time per epoch: 19.320[s] Speed: 609.5[samples/s]
2024-05-09 17:13:31 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.675, Acc: 0.878, Base Lr: 8.68e-07
2024-05-09 17:13:32 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.596, Acc: 0.900, Base Lr: 8.68e-07
2024-05-09 17:13:33 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.557, Acc: 0.913, Base Lr: 8.68e-07
2024-05-09 17:13:34 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.555, Acc: 0.915, Base Lr: 8.68e-07
2024-05-09 17:13:35 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.532, Acc: 0.922, Base Lr: 8.68e-07
2024-05-09 17:13:36 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.508, Acc: 0.928, Base Lr: 8.68e-07
2024-05-09 17:13:37 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.485, Acc: 0.935, Base Lr: 8.68e-07
2024-05-09 17:13:38 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.464, Acc: 0.941, Base Lr: 8.68e-07
2024-05-09 17:13:39 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.454, Acc: 0.940, Base Lr: 8.68e-07
2024-05-09 17:13:40 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.448, Acc: 0.942, Base Lr: 8.68e-07
2024-05-09 17:13:41 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.432, Acc: 0.945, Base Lr: 8.68e-07
2024-05-09 17:13:42 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.415, Acc: 0.948, Base Lr: 8.68e-07
2024-05-09 17:13:43 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.395, Acc: 0.952, Base Lr: 8.68e-07
2024-05-09 17:13:44 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.382, Acc: 0.954, Base Lr: 8.68e-07
2024-05-09 17:13:45 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.367, Acc: 0.957, Base Lr: 8.68e-07
2024-05-09 17:13:46 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.352, Acc: 0.959, Base Lr: 8.68e-07
2024-05-09 17:13:47 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.340, Acc: 0.961, Base Lr: 8.68e-07
2024-05-09 17:13:48 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.326, Acc: 0.963, Base Lr: 8.68e-07
2024-05-09 17:13:48 transreid.train INFO: Epoch 119 done. Time per epoch: 19.361[s] Speed: 608.2[samples/s]
2024-05-09 17:13:50 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.597, Acc: 0.922, Base Lr: 8.00e-07
2024-05-09 17:13:51 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.571, Acc: 0.920, Base Lr: 8.00e-07
2024-05-09 17:13:52 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.533, Acc: 0.929, Base Lr: 8.00e-07
2024-05-09 17:13:53 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.544, Acc: 0.926, Base Lr: 8.00e-07
2024-05-09 17:13:54 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.520, Acc: 0.928, Base Lr: 8.00e-07
2024-05-09 17:13:55 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.501, Acc: 0.932, Base Lr: 8.00e-07
2024-05-09 17:13:56 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.482, Acc: 0.935, Base Lr: 8.00e-07
2024-05-09 17:13:57 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.459, Acc: 0.940, Base Lr: 8.00e-07
2024-05-09 17:13:58 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.439, Acc: 0.944, Base Lr: 8.00e-07
2024-05-09 17:13:59 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.428, Acc: 0.947, Base Lr: 8.00e-07
2024-05-09 17:14:00 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.416, Acc: 0.949, Base Lr: 8.00e-07
2024-05-09 17:14:01 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.399, Acc: 0.953, Base Lr: 8.00e-07
2024-05-09 17:14:02 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.384, Acc: 0.955, Base Lr: 8.00e-07
2024-05-09 17:14:03 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.369, Acc: 0.957, Base Lr: 8.00e-07
2024-05-09 17:14:04 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.355, Acc: 0.959, Base Lr: 8.00e-07
2024-05-09 17:14:05 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.341, Acc: 0.962, Base Lr: 8.00e-07
2024-05-09 17:14:06 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.326, Acc: 0.964, Base Lr: 8.00e-07
2024-05-09 17:14:07 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.314, Acc: 0.965, Base Lr: 8.00e-07
2024-05-09 17:14:08 transreid.train INFO: Epoch 120 done. Time per epoch: 19.420[s] Speed: 606.4[samples/s]
2024-05-09 17:14:28 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 17:14:28 transreid.train INFO: mAP: 92.4%
2024-05-09 17:14:28 transreid.train INFO: CMC curve, Rank-1  :96.8%
2024-05-09 17:14:28 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-05-09 17:14:28 transreid.train INFO: CMC curve, Rank-10 :99.1%
