2024-04-27 19:02:46 transreid INFO: Saving model in the path :log/bs_exp/EdgeNext_XSmall_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-04-27 19:02:46 transreid INFO: Loaded configuration file configs/market/edgenext_xsmall.yml
2024-04-27 19:02:46 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: 3
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: edgenext_x_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/EdgeNext_XSmall.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_XSmall_Market1501/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-27 19:02:46 transreid.check INFO: Dataset statistics:
2024-04-27 19:02:46 transreid.check INFO:   ----------------------------------------
2024-04-27 19:02:46 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-27 19:02:46 transreid.check INFO:   ----------------------------------------
2024-04-27 19:02:46 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-27 19:02:46 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-27 19:02:46 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-27 19:02:46 transreid.check INFO:   ----------------------------------------
2024-04-27 19:02:50 transreid INFO: ===========using cosine learning rate=======
2024-04-27 19:02:50 transreid.train INFO: start training
2024-04-27 19:02:54 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 17.559, Acc: 0.000, Base Lr: 2.38e-05
2024-04-27 19:02:55 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 17.453, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:02:56 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 15.626, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:02:56 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 14.500, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:02:57 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 13.603, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:02:58 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 12.865, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:02:59 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 12.284, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:02:59 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.846, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:00 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 11.534, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:01 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 11.244, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:02 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 11.014, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:02 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.838, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:03 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.654, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:04 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.523, Acc: 0.001, Base Lr: 2.38e-05
2024-04-27 19:03:05 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.372, Acc: 0.002, Base Lr: 2.38e-05
2024-04-27 19:03:05 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.273, Acc: 0.002, Base Lr: 2.38e-05
2024-04-27 19:03:06 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.169, Acc: 0.002, Base Lr: 2.38e-05
2024-04-27 19:03:07 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.081, Acc: 0.002, Base Lr: 2.38e-05
2024-04-27 19:03:07 transreid.train INFO: Epoch 1 done. Time per epoch: 17.103[s] Speed: 684.8[samples/s]
2024-04-27 19:03:08 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.416, Acc: 0.000, Base Lr: 4.36e-05
2024-04-27 19:03:09 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.725, Acc: 0.001, Base Lr: 4.36e-05
2024-04-27 19:03:10 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.479, Acc: 0.001, Base Lr: 4.36e-05
2024-04-27 19:03:11 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.280, Acc: 0.002, Base Lr: 4.36e-05
2024-04-27 19:03:11 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.140, Acc: 0.003, Base Lr: 4.36e-05
2024-04-27 19:03:12 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.017, Acc: 0.003, Base Lr: 4.36e-05
2024-04-27 19:03:13 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.930, Acc: 0.003, Base Lr: 4.36e-05
2024-04-27 19:03:14 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.867, Acc: 0.003, Base Lr: 4.36e-05
2024-04-27 19:03:14 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.823, Acc: 0.003, Base Lr: 4.36e-05
2024-04-27 19:03:15 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.777, Acc: 0.004, Base Lr: 4.36e-05
2024-04-27 19:03:16 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.742, Acc: 0.004, Base Lr: 4.36e-05
2024-04-27 19:03:17 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.710, Acc: 0.005, Base Lr: 4.36e-05
2024-04-27 19:03:17 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.678, Acc: 0.005, Base Lr: 4.36e-05
2024-04-27 19:03:18 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.653, Acc: 0.004, Base Lr: 4.36e-05
2024-04-27 19:03:19 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.631, Acc: 0.004, Base Lr: 4.36e-05
2024-04-27 19:03:20 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.614, Acc: 0.005, Base Lr: 4.36e-05
2024-04-27 19:03:20 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.589, Acc: 0.006, Base Lr: 4.36e-05
2024-04-27 19:03:21 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.577, Acc: 0.007, Base Lr: 4.36e-05
2024-04-27 19:03:21 transreid.train INFO: Epoch 2 done. Time per epoch: 14.285[s] Speed: 819.9[samples/s]
2024-04-27 19:03:23 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.348, Acc: 0.009, Base Lr: 6.34e-05
2024-04-27 19:03:23 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.317, Acc: 0.009, Base Lr: 6.34e-05
2024-04-27 19:03:24 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.328, Acc: 0.009, Base Lr: 6.34e-05
2024-04-27 19:03:25 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.303, Acc: 0.011, Base Lr: 6.34e-05
2024-04-27 19:03:26 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.287, Acc: 0.014, Base Lr: 6.34e-05
2024-04-27 19:03:26 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.292, Acc: 0.015, Base Lr: 6.34e-05
2024-04-27 19:03:27 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.280, Acc: 0.016, Base Lr: 6.34e-05
2024-04-27 19:03:28 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.275, Acc: 0.016, Base Lr: 6.34e-05
2024-04-27 19:03:29 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.270, Acc: 0.018, Base Lr: 6.34e-05
2024-04-27 19:03:29 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.255, Acc: 0.019, Base Lr: 6.34e-05
2024-04-27 19:03:30 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.237, Acc: 0.022, Base Lr: 6.34e-05
2024-04-27 19:03:31 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.226, Acc: 0.024, Base Lr: 6.34e-05
2024-04-27 19:03:31 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.226, Acc: 0.025, Base Lr: 6.34e-05
2024-04-27 19:03:32 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.227, Acc: 0.029, Base Lr: 6.34e-05
2024-04-27 19:03:33 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.227, Acc: 0.034, Base Lr: 6.34e-05
2024-04-27 19:03:34 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.227, Acc: 0.038, Base Lr: 6.34e-05
2024-04-27 19:03:34 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.222, Acc: 0.042, Base Lr: 6.34e-05
2024-04-27 19:03:35 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.210, Acc: 0.052, Base Lr: 6.34e-05
2024-04-27 19:03:35 transreid.train INFO: Epoch 3 done. Time per epoch: 14.089[s] Speed: 831.3[samples/s]
2024-04-27 19:03:37 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.229, Acc: 0.027, Base Lr: 8.32e-05
2024-04-27 19:03:38 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.184, Acc: 0.034, Base Lr: 8.32e-05
2024-04-27 19:03:38 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.164, Acc: 0.048, Base Lr: 8.32e-05
2024-04-27 19:03:39 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.161, Acc: 0.047, Base Lr: 8.32e-05
2024-04-27 19:03:40 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.172, Acc: 0.045, Base Lr: 8.32e-05
2024-04-27 19:03:41 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.159, Acc: 0.052, Base Lr: 8.32e-05
2024-04-27 19:03:41 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.152, Acc: 0.058, Base Lr: 8.32e-05
2024-04-27 19:03:42 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.143, Acc: 0.061, Base Lr: 8.32e-05
2024-04-27 19:03:43 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.136, Acc: 0.068, Base Lr: 8.32e-05
2024-04-27 19:03:43 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.135, Acc: 0.072, Base Lr: 8.32e-05
2024-04-27 19:03:44 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.134, Acc: 0.076, Base Lr: 8.32e-05
2024-04-27 19:03:45 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.134, Acc: 0.083, Base Lr: 8.32e-05
2024-04-27 19:03:46 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.122, Acc: 0.088, Base Lr: 8.32e-05
2024-04-27 19:03:46 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.121, Acc: 0.094, Base Lr: 8.32e-05
2024-04-27 19:03:47 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.118, Acc: 0.102, Base Lr: 8.32e-05
2024-04-27 19:03:48 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.109, Acc: 0.112, Base Lr: 8.32e-05
2024-04-27 19:03:49 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.095, Acc: 0.125, Base Lr: 8.32e-05
2024-04-27 19:03:49 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.092, Acc: 0.143, Base Lr: 8.32e-05
2024-04-27 19:03:50 transreid.train INFO: Epoch 4 done. Time per epoch: 14.105[s] Speed: 830.3[samples/s]
2024-04-27 19:03:51 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.172, Acc: 0.070, Base Lr: 1.03e-04
2024-04-27 19:03:52 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.150, Acc: 0.079, Base Lr: 1.03e-04
2024-04-27 19:03:52 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.118, Acc: 0.093, Base Lr: 1.03e-04
2024-04-27 19:03:53 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.097, Acc: 0.095, Base Lr: 1.03e-04
2024-04-27 19:03:54 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.090, Acc: 0.097, Base Lr: 1.03e-04
2024-04-27 19:03:54 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.072, Acc: 0.103, Base Lr: 1.03e-04
2024-04-27 19:03:55 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.065, Acc: 0.114, Base Lr: 1.03e-04
2024-04-27 19:03:56 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.058, Acc: 0.125, Base Lr: 1.03e-04
2024-04-27 19:03:57 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.059, Acc: 0.130, Base Lr: 1.03e-04
2024-04-27 19:03:57 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.050, Acc: 0.142, Base Lr: 1.03e-04
2024-04-27 19:03:58 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.042, Acc: 0.144, Base Lr: 1.03e-04
2024-04-27 19:03:59 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.032, Acc: 0.146, Base Lr: 1.03e-04
2024-04-27 19:04:00 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.040, Acc: 0.154, Base Lr: 1.03e-04
2024-04-27 19:04:00 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.039, Acc: 0.158, Base Lr: 1.03e-04
2024-04-27 19:04:01 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.040, Acc: 0.171, Base Lr: 1.03e-04
2024-04-27 19:04:02 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.035, Acc: 0.181, Base Lr: 1.03e-04
2024-04-27 19:04:03 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.026, Acc: 0.192, Base Lr: 1.03e-04
2024-04-27 19:04:03 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.021, Acc: 0.211, Base Lr: 1.03e-04
2024-04-27 19:04:04 transreid.train INFO: Epoch 5 done. Time per epoch: 14.077[s] Speed: 836.6[samples/s]
2024-04-27 19:04:05 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.953, Acc: 0.083, Base Lr: 1.23e-04
2024-04-27 19:04:06 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.959, Acc: 0.091, Base Lr: 1.23e-04
2024-04-27 19:04:06 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.972, Acc: 0.097, Base Lr: 1.23e-04
2024-04-27 19:04:07 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.980, Acc: 0.104, Base Lr: 1.23e-04
2024-04-27 19:04:08 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.992, Acc: 0.107, Base Lr: 1.23e-04
2024-04-27 19:04:09 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.979, Acc: 0.114, Base Lr: 1.23e-04
2024-04-27 19:04:09 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.984, Acc: 0.121, Base Lr: 1.23e-04
2024-04-27 19:04:10 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.973, Acc: 0.126, Base Lr: 1.23e-04
2024-04-27 19:04:11 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.958, Acc: 0.134, Base Lr: 1.23e-04
2024-04-27 19:04:12 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.970, Acc: 0.137, Base Lr: 1.23e-04
2024-04-27 19:04:12 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.975, Acc: 0.145, Base Lr: 1.23e-04
2024-04-27 19:04:13 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.971, Acc: 0.154, Base Lr: 1.23e-04
2024-04-27 19:04:14 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.976, Acc: 0.158, Base Lr: 1.23e-04
2024-04-27 19:04:14 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.979, Acc: 0.167, Base Lr: 1.23e-04
2024-04-27 19:04:15 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.972, Acc: 0.175, Base Lr: 1.23e-04
2024-04-27 19:04:16 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.966, Acc: 0.187, Base Lr: 1.23e-04
2024-04-27 19:04:17 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.957, Acc: 0.207, Base Lr: 1.23e-04
2024-04-27 19:04:17 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.951, Acc: 0.229, Base Lr: 1.23e-04
2024-04-27 19:04:18 transreid.train INFO: Epoch 6 done. Time per epoch: 14.056[s] Speed: 833.3[samples/s]
2024-04-27 19:04:19 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 7.033, Acc: 0.100, Base Lr: 1.43e-04
2024-04-27 19:04:20 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 7.039, Acc: 0.116, Base Lr: 1.43e-04
2024-04-27 19:04:21 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.988, Acc: 0.122, Base Lr: 1.43e-04
2024-04-27 19:04:21 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.992, Acc: 0.124, Base Lr: 1.43e-04
2024-04-27 19:04:22 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.979, Acc: 0.124, Base Lr: 1.43e-04
2024-04-27 19:04:23 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.960, Acc: 0.128, Base Lr: 1.43e-04
2024-04-27 19:04:23 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.957, Acc: 0.136, Base Lr: 1.43e-04
2024-04-27 19:04:24 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.955, Acc: 0.141, Base Lr: 1.43e-04
2024-04-27 19:04:25 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.938, Acc: 0.148, Base Lr: 1.43e-04
2024-04-27 19:04:26 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.931, Acc: 0.153, Base Lr: 1.43e-04
2024-04-27 19:04:26 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.925, Acc: 0.156, Base Lr: 1.43e-04
2024-04-27 19:04:27 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.924, Acc: 0.160, Base Lr: 1.43e-04
2024-04-27 19:04:28 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.915, Acc: 0.165, Base Lr: 1.43e-04
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2024-04-27 19:04:32 transreid.train INFO: Epoch 7 done. Time per epoch: 14.153[s] Speed: 827.6[samples/s]
2024-04-27 19:04:33 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 7.006, Acc: 0.094, Base Lr: 1.62e-04
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2024-04-27 19:04:46 transreid.train INFO: Epoch 8 done. Time per epoch: 14.251[s] Speed: 821.8[samples/s]
2024-04-27 19:04:47 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.878, Acc: 0.136, Base Lr: 1.82e-04
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2024-04-27 19:05:00 transreid.train INFO: Epoch 9 done. Time per epoch: 14.126[s] Speed: 833.6[samples/s]
2024-04-27 19:05:02 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.679, Acc: 0.130, Base Lr: 2.02e-04
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2024-04-27 19:05:14 transreid.train INFO: Epoch 10 done. Time per epoch: 14.034[s] Speed: 834.5[samples/s]
2024-04-27 19:05:16 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 6.730, Acc: 0.144, Base Lr: 2.22e-04
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2024-04-27 19:05:28 transreid.train INFO: Epoch 11 done. Time per epoch: 14.115[s] Speed: 829.7[samples/s]
2024-04-27 19:05:30 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 6.535, Acc: 0.113, Base Lr: 2.42e-04
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2024-04-27 19:05:42 transreid.train INFO: Epoch 12 done. Time per epoch: 14.117[s] Speed: 829.6[samples/s]
2024-04-27 19:05:44 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 6.712, Acc: 0.089, Base Lr: 2.61e-04
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2024-04-27 19:05:57 transreid.train INFO: Epoch 13 done. Time per epoch: 14.200[s] Speed: 824.8[samples/s]
2024-04-27 19:05:58 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 6.485, Acc: 0.147, Base Lr: 2.81e-04
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2024-04-27 19:06:11 transreid.train INFO: Epoch 14 done. Time per epoch: 14.238[s] Speed: 827.1[samples/s]
2024-04-27 19:06:12 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 6.378, Acc: 0.131, Base Lr: 3.01e-04
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2024-04-27 19:06:25 transreid.train INFO: Epoch 15 done. Time per epoch: 14.191[s] Speed: 825.3[samples/s]
2024-04-27 19:06:26 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 6.236, Acc: 0.091, Base Lr: 3.21e-04
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2024-04-27 19:06:39 transreid.train INFO: Epoch 16 done. Time per epoch: 14.060[s] Speed: 833.0[samples/s]
2024-04-27 19:06:41 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 6.113, Acc: 0.127, Base Lr: 3.41e-04
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2024-04-27 19:06:53 transreid.train INFO: Epoch 17 done. Time per epoch: 14.253[s] Speed: 821.7[samples/s]
2024-04-27 19:06:55 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 6.107, Acc: 0.114, Base Lr: 3.60e-04
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2024-04-27 19:07:07 transreid.train INFO: Epoch 18 done. Time per epoch: 13.957[s] Speed: 839.2[samples/s]
2024-04-27 19:07:09 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 5.962, Acc: 0.122, Base Lr: 3.80e-04
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2024-04-27 19:07:22 transreid.train INFO: Epoch 19 done. Time per epoch: 14.234[s] Speed: 827.3[samples/s]
2024-04-27 19:07:23 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 5.702, Acc: 0.170, Base Lr: 3.73e-04
2024-04-27 19:07:24 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 5.749, Acc: 0.144, Base Lr: 3.73e-04
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2024-04-27 19:07:36 transreid.train INFO: Epoch 20 done. Time per epoch: 14.217[s] Speed: 823.8[samples/s]
2024-04-27 19:07:47 transreid.train INFO: Validation Results - Epoch: 20
2024-04-27 19:07:47 transreid.train INFO: mAP: 79.6%
2024-04-27 19:07:47 transreid.train INFO: CMC curve, Rank-1  :89.9%
2024-04-27 19:07:47 transreid.train INFO: CMC curve, Rank-5  :96.1%
2024-04-27 19:07:47 transreid.train INFO: CMC curve, Rank-10 :97.7%
2024-04-27 19:07:49 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 5.896, Acc: 0.113, Base Lr: 3.71e-04
2024-04-27 19:07:50 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 5.780, Acc: 0.118, Base Lr: 3.71e-04
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2024-04-27 19:08:02 transreid.train INFO: Epoch 21 done. Time per epoch: 14.597[s] Speed: 806.7[samples/s]
2024-04-27 19:08:04 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 5.618, Acc: 0.133, Base Lr: 3.68e-04
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2024-04-27 19:08:16 transreid.train INFO: Epoch 22 done. Time per epoch: 13.951[s] Speed: 839.5[samples/s]
2024-04-27 19:08:18 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 5.535, Acc: 0.123, Base Lr: 3.65e-04
2024-04-27 19:08:18 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 5.516, Acc: 0.136, Base Lr: 3.65e-04
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2024-04-27 19:08:30 transreid.train INFO: Epoch 23 done. Time per epoch: 13.916[s] Speed: 841.6[samples/s]
2024-04-27 19:08:31 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 5.394, Acc: 0.084, Base Lr: 3.62e-04
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2024-04-27 19:08:44 transreid.train INFO: Epoch 24 done. Time per epoch: 13.929[s] Speed: 845.4[samples/s]
2024-04-27 19:08:45 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 5.379, Acc: 0.120, Base Lr: 3.59e-04
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2024-04-27 19:08:58 transreid.train INFO: Epoch 25 done. Time per epoch: 13.907[s] Speed: 842.2[samples/s]
2024-04-27 19:08:59 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 5.191, Acc: 0.155, Base Lr: 3.56e-04
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2024-04-27 19:09:12 transreid.train INFO: Epoch 26 done. Time per epoch: 14.164[s] Speed: 826.9[samples/s]
2024-04-27 19:09:13 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 5.175, Acc: 0.152, Base Lr: 3.52e-04
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2024-04-27 19:09:26 transreid.train INFO: Epoch 27 done. Time per epoch: 13.829[s] Speed: 846.9[samples/s]
2024-04-27 19:09:27 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 4.948, Acc: 0.163, Base Lr: 3.49e-04
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2024-04-27 19:09:40 transreid.train INFO: Epoch 28 done. Time per epoch: 14.042[s] Speed: 834.1[samples/s]
2024-04-27 19:09:41 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 4.910, Acc: 0.194, Base Lr: 3.45e-04
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2024-04-27 19:09:54 transreid.train INFO: Epoch 29 done. Time per epoch: 13.836[s] Speed: 846.5[samples/s]
2024-04-27 19:09:55 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 4.673, Acc: 0.242, Base Lr: 3.42e-04
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2024-04-27 19:10:08 transreid.train INFO: Epoch 30 done. Time per epoch: 14.104[s] Speed: 835.0[samples/s]
2024-04-27 19:10:09 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 4.586, Acc: 0.233, Base Lr: 3.38e-04
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2024-04-27 19:10:22 transreid.train INFO: Epoch 31 done. Time per epoch: 13.866[s] Speed: 840.1[samples/s]
2024-04-27 19:10:23 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 4.655, Acc: 0.217, Base Lr: 3.34e-04
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2024-04-27 19:10:36 transreid.train INFO: Epoch 32 done. Time per epoch: 14.234[s] Speed: 822.8[samples/s]
2024-04-27 19:10:38 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 4.569, Acc: 0.220, Base Lr: 3.30e-04
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2024-04-27 19:10:50 transreid.train INFO: Epoch 33 done. Time per epoch: 14.323[s] Speed: 822.2[samples/s]
2024-04-27 19:10:52 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 4.355, Acc: 0.281, Base Lr: 3.26e-04
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2024-04-27 19:11:04 transreid.train INFO: Epoch 34 done. Time per epoch: 13.996[s] Speed: 841.4[samples/s]
2024-04-27 19:11:06 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 4.376, Acc: 0.250, Base Lr: 3.22e-04
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2024-04-27 19:11:18 transreid.train INFO: Epoch 35 done. Time per epoch: 14.146[s] Speed: 832.5[samples/s]
2024-04-27 19:11:20 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 4.076, Acc: 0.323, Base Lr: 3.18e-04
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2024-04-27 19:11:32 transreid.train INFO: Epoch 36 done. Time per epoch: 13.998[s] Speed: 841.3[samples/s]
2024-04-27 19:11:34 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 4.135, Acc: 0.322, Base Lr: 3.13e-04
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2024-04-27 19:11:47 transreid.train INFO: Epoch 37 done. Time per epoch: 14.040[s] Speed: 838.8[samples/s]
2024-04-27 19:11:48 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 4.196, Acc: 0.258, Base Lr: 3.09e-04
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2024-04-27 19:12:00 transreid.train INFO: Epoch 38 done. Time per epoch: 13.929[s] Speed: 840.9[samples/s]
2024-04-27 19:12:02 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 4.090, Acc: 0.309, Base Lr: 3.05e-04
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2024-04-27 19:12:11 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 3.349, Acc: 0.451, Base Lr: 3.05e-04
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2024-04-27 19:12:14 transreid.train INFO: Epoch 39 done. Time per epoch: 13.959[s] Speed: 839.0[samples/s]
2024-04-27 19:12:16 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 3.976, Acc: 0.342, Base Lr: 3.00e-04
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2024-04-27 19:12:28 transreid.train INFO: Epoch 40 done. Time per epoch: 13.929[s] Speed: 840.8[samples/s]
2024-04-27 19:12:40 transreid.train INFO: Validation Results - Epoch: 40
2024-04-27 19:12:40 transreid.train INFO: mAP: 84.8%
2024-04-27 19:12:40 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-04-27 19:12:40 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-04-27 19:12:40 transreid.train INFO: CMC curve, Rank-10 :98.3%
2024-04-27 19:12:41 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 4.164, Acc: 0.308, Base Lr: 2.96e-04
2024-04-27 19:12:42 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 3.996, Acc: 0.329, Base Lr: 2.96e-04
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2024-04-27 19:12:53 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 2.982, Acc: 0.533, Base Lr: 2.96e-04
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2024-04-27 19:12:54 transreid.train INFO: Epoch 41 done. Time per epoch: 14.071[s] Speed: 836.9[samples/s]
2024-04-27 19:12:55 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 3.904, Acc: 0.302, Base Lr: 2.91e-04
2024-04-27 19:12:56 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 3.853, Acc: 0.330, Base Lr: 2.91e-04
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2024-04-27 19:13:08 transreid.train INFO: Epoch 42 done. Time per epoch: 14.210[s] Speed: 828.7[samples/s]
2024-04-27 19:13:10 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 3.817, Acc: 0.336, Base Lr: 2.86e-04
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2024-04-27 19:13:22 transreid.train INFO: Epoch 43 done. Time per epoch: 14.118[s] Speed: 834.1[samples/s]
2024-04-27 19:13:24 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 3.718, Acc: 0.377, Base Lr: 2.82e-04
2024-04-27 19:13:25 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 3.664, Acc: 0.374, Base Lr: 2.82e-04
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2024-04-27 19:13:36 transreid.train INFO: Epoch 44 done. Time per epoch: 14.010[s] Speed: 840.5[samples/s]
2024-04-27 19:13:38 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 3.693, Acc: 0.350, Base Lr: 2.77e-04
2024-04-27 19:13:39 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 3.545, Acc: 0.395, Base Lr: 2.77e-04
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2024-04-27 19:13:51 transreid.train INFO: Epoch 45 done. Time per epoch: 14.132[s] Speed: 828.7[samples/s]
2024-04-27 19:13:52 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 3.356, Acc: 0.392, Base Lr: 2.72e-04
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2024-04-27 19:14:05 transreid.train INFO: Epoch 46 done. Time per epoch: 14.028[s] Speed: 834.9[samples/s]
2024-04-27 19:14:06 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 3.711, Acc: 0.347, Base Lr: 2.67e-04
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2024-04-27 19:14:19 transreid.train INFO: Epoch 47 done. Time per epoch: 14.246[s] Speed: 826.6[samples/s]
2024-04-27 19:14:20 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 3.401, Acc: 0.375, Base Lr: 2.62e-04
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2024-04-27 19:14:33 transreid.train INFO: Epoch 48 done. Time per epoch: 14.289[s] Speed: 824.2[samples/s]
2024-04-27 19:14:34 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 3.543, Acc: 0.395, Base Lr: 2.57e-04
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2024-04-27 19:14:48 transreid.train INFO: Epoch 49 done. Time per epoch: 14.430[s] Speed: 811.7[samples/s]
2024-04-27 19:14:49 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 3.280, Acc: 0.439, Base Lr: 2.52e-04
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2024-04-27 19:15:02 transreid.train INFO: Epoch 50 done. Time per epoch: 14.332[s] Speed: 821.7[samples/s]
2024-04-27 19:15:03 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 3.120, Acc: 0.473, Base Lr: 2.47e-04
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2024-04-27 19:15:16 transreid.train INFO: Epoch 51 done. Time per epoch: 14.301[s] Speed: 823.4[samples/s]
2024-04-27 19:15:18 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 3.284, Acc: 0.444, Base Lr: 2.42e-04
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2024-04-27 19:15:30 transreid.train INFO: Epoch 52 done. Time per epoch: 14.300[s] Speed: 823.5[samples/s]
2024-04-27 19:15:32 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 3.406, Acc: 0.389, Base Lr: 2.37e-04
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2024-04-27 19:15:45 transreid.train INFO: Epoch 53 done. Time per epoch: 14.440[s] Speed: 815.5[samples/s]
2024-04-27 19:15:46 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 3.401, Acc: 0.422, Base Lr: 2.32e-04
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2024-04-27 19:15:59 transreid.train INFO: Epoch 54 done. Time per epoch: 14.392[s] Speed: 818.2[samples/s]
2024-04-27 19:16:01 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 2.894, Acc: 0.467, Base Lr: 2.26e-04
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2024-04-27 19:16:14 transreid.train INFO: Epoch 55 done. Time per epoch: 14.334[s] Speed: 817.1[samples/s]
2024-04-27 19:16:15 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 3.210, Acc: 0.425, Base Lr: 2.21e-04
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2024-04-27 19:16:28 transreid.train INFO: Epoch 56 done. Time per epoch: 14.339[s] Speed: 816.8[samples/s]
2024-04-27 19:16:29 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 3.099, Acc: 0.438, Base Lr: 2.16e-04
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2024-04-27 19:16:42 transreid.train INFO: Epoch 57 done. Time per epoch: 14.138[s] Speed: 832.9[samples/s]
2024-04-27 19:16:44 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 3.052, Acc: 0.475, Base Lr: 2.11e-04
2024-04-27 19:16:44 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 2.861, Acc: 0.509, Base Lr: 2.11e-04
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2024-04-27 19:16:56 transreid.train INFO: Epoch 58 done. Time per epoch: 14.138[s] Speed: 828.4[samples/s]
2024-04-27 19:16:58 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 3.002, Acc: 0.494, Base Lr: 2.06e-04
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2024-04-27 19:17:09 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 2.039, Acc: 0.686, Base Lr: 2.06e-04
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2024-04-27 19:17:10 transreid.train INFO: Epoch 59 done. Time per epoch: 14.075[s] Speed: 836.7[samples/s]
2024-04-27 19:17:12 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 2.707, Acc: 0.545, Base Lr: 2.00e-04
2024-04-27 19:17:12 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 2.852, Acc: 0.484, Base Lr: 2.00e-04
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2024-04-27 19:17:24 transreid.train INFO: Epoch 60 done. Time per epoch: 14.074[s] Speed: 832.2[samples/s]
2024-04-27 19:17:36 transreid.train INFO: Validation Results - Epoch: 60
2024-04-27 19:17:36 transreid.train INFO: mAP: 86.8%
2024-04-27 19:17:36 transreid.train INFO: CMC curve, Rank-1  :93.8%
2024-04-27 19:17:36 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-04-27 19:17:36 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-04-27 19:17:38 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 2.989, Acc: 0.470, Base Lr: 1.95e-04
2024-04-27 19:17:38 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 2.917, Acc: 0.486, Base Lr: 1.95e-04
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2024-04-27 19:17:49 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 1.984, Acc: 0.698, Base Lr: 1.95e-04
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2024-04-27 19:17:50 transreid.train INFO: Epoch 61 done. Time per epoch: 14.134[s] Speed: 833.1[samples/s]
2024-04-27 19:17:52 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 2.856, Acc: 0.517, Base Lr: 1.90e-04
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2024-04-27 19:18:03 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 1.886, Acc: 0.717, Base Lr: 1.90e-04
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2024-04-27 19:18:04 transreid.train INFO: Epoch 62 done. Time per epoch: 14.055[s] Speed: 833.3[samples/s]
2024-04-27 19:18:06 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 2.885, Acc: 0.495, Base Lr: 1.85e-04
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2024-04-27 19:18:18 transreid.train INFO: Epoch 63 done. Time per epoch: 13.948[s] Speed: 839.7[samples/s]
2024-04-27 19:18:20 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 2.829, Acc: 0.514, Base Lr: 1.80e-04
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2024-04-27 19:18:33 transreid.train INFO: Epoch 64 done. Time per epoch: 14.190[s] Speed: 825.4[samples/s]
2024-04-27 19:18:34 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 2.730, Acc: 0.541, Base Lr: 1.74e-04
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2024-04-27 19:18:47 transreid.train INFO: Epoch 65 done. Time per epoch: 14.169[s] Speed: 831.1[samples/s]
2024-04-27 19:18:48 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 2.574, Acc: 0.534, Base Lr: 1.69e-04
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2024-04-27 19:19:01 transreid.train INFO: Epoch 66 done. Time per epoch: 14.116[s] Speed: 829.7[samples/s]
2024-04-27 19:19:02 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 2.669, Acc: 0.527, Base Lr: 1.64e-04
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2024-04-27 19:19:15 transreid.train INFO: Epoch 67 done. Time per epoch: 14.132[s] Speed: 833.3[samples/s]
2024-04-27 19:19:16 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 2.401, Acc: 0.603, Base Lr: 1.59e-04
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2024-04-27 19:19:29 transreid.train INFO: Epoch 68 done. Time per epoch: 14.166[s] Speed: 826.8[samples/s]
2024-04-27 19:19:31 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 2.780, Acc: 0.498, Base Lr: 1.54e-04
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2024-04-27 19:19:43 transreid.train INFO: Epoch 69 done. Time per epoch: 14.078[s] Speed: 836.5[samples/s]
2024-04-27 19:19:45 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 2.540, Acc: 0.581, Base Lr: 1.49e-04
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2024-04-27 19:19:57 transreid.train INFO: Epoch 70 done. Time per epoch: 13.952[s] Speed: 839.4[samples/s]
2024-04-27 19:19:59 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 2.523, Acc: 0.538, Base Lr: 1.44e-04
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2024-04-27 19:20:13 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 2.558, Acc: 0.511, Base Lr: 1.39e-04
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2024-04-27 19:20:25 transreid.train INFO: Epoch 72 done. Time per epoch: 13.984[s] Speed: 837.5[samples/s]
2024-04-27 19:20:27 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 2.839, Acc: 0.542, Base Lr: 1.34e-04
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2024-04-27 19:20:40 transreid.train INFO: Epoch 73 done. Time per epoch: 14.205[s] Speed: 824.5[samples/s]
2024-04-27 19:20:41 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 2.439, Acc: 0.559, Base Lr: 1.29e-04
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2024-04-27 19:20:54 transreid.train INFO: Epoch 74 done. Time per epoch: 14.107[s] Speed: 830.2[samples/s]
2024-04-27 19:20:55 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 2.445, Acc: 0.548, Base Lr: 1.24e-04
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2024-04-27 19:21:08 transreid.train INFO: Epoch 75 done. Time per epoch: 14.183[s] Speed: 825.8[samples/s]
2024-04-27 19:21:09 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 2.484, Acc: 0.559, Base Lr: 1.19e-04
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2024-04-27 19:21:22 transreid.train INFO: Epoch 76 done. Time per epoch: 14.482[s] Speed: 808.7[samples/s]
2024-04-27 19:21:24 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 2.244, Acc: 0.616, Base Lr: 1.14e-04
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2024-04-27 19:21:37 transreid.train INFO: Epoch 77 done. Time per epoch: 14.237[s] Speed: 822.6[samples/s]
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2024-04-27 19:21:51 transreid.train INFO: Epoch 78 done. Time per epoch: 14.438[s] Speed: 811.2[samples/s]
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2024-04-27 19:22:05 transreid.train INFO: Epoch 79 done. Time per epoch: 14.309[s] Speed: 823.0[samples/s]
2024-04-27 19:22:07 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 2.265, Acc: 0.613, Base Lr: 1.01e-04
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2024-04-27 19:22:20 transreid.train INFO: Epoch 80 done. Time per epoch: 14.336[s] Speed: 817.0[samples/s]
2024-04-27 19:22:32 transreid.train INFO: Validation Results - Epoch: 80
2024-04-27 19:22:32 transreid.train INFO: mAP: 87.7%
2024-04-27 19:22:32 transreid.train INFO: CMC curve, Rank-1  :94.0%
2024-04-27 19:22:32 transreid.train INFO: CMC curve, Rank-5  :97.8%
2024-04-27 19:22:32 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-04-27 19:22:34 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 2.568, Acc: 0.523, Base Lr: 9.61e-05
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2024-04-27 19:22:48 transreid.train INFO: Epoch 81 done. Time per epoch: 15.338[s] Speed: 771.9[samples/s]
2024-04-27 19:22:49 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 2.229, Acc: 0.597, Base Lr: 9.17e-05
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2024-04-27 19:23:02 transreid.train INFO: Epoch 82 done. Time per epoch: 14.332[s] Speed: 817.2[samples/s]
2024-04-27 19:23:03 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 2.446, Acc: 0.550, Base Lr: 8.73e-05
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2024-04-27 19:23:16 transreid.train INFO: Epoch 83 done. Time per epoch: 14.246[s] Speed: 826.6[samples/s]
2024-04-27 19:23:18 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 2.231, Acc: 0.613, Base Lr: 8.31e-05
2024-04-27 19:23:18 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 2.078, Acc: 0.648, Base Lr: 8.31e-05
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2024-04-27 19:23:31 transreid.train INFO: Epoch 84 done. Time per epoch: 14.540[s] Speed: 805.5[samples/s]
2024-04-27 19:23:32 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 2.119, Acc: 0.641, Base Lr: 7.89e-05
2024-04-27 19:23:33 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 2.068, Acc: 0.631, Base Lr: 7.89e-05
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2024-04-27 19:23:45 transreid.train INFO: Epoch 85 done. Time per epoch: 14.227[s] Speed: 823.2[samples/s]
2024-04-27 19:23:47 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 2.502, Acc: 0.561, Base Lr: 7.48e-05
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2024-04-27 19:24:00 transreid.train INFO: Epoch 86 done. Time per epoch: 14.526[s] Speed: 806.3[samples/s]
2024-04-27 19:24:01 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 2.318, Acc: 0.605, Base Lr: 7.08e-05
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2024-04-27 19:24:14 transreid.train INFO: Epoch 87 done. Time per epoch: 14.427[s] Speed: 811.8[samples/s]
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2024-04-27 19:24:29 transreid.train INFO: Epoch 88 done. Time per epoch: 14.717[s] Speed: 795.8[samples/s]
2024-04-27 19:24:30 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 2.199, Acc: 0.631, Base Lr: 6.30e-05
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2024-04-27 19:24:43 transreid.train INFO: Epoch 89 done. Time per epoch: 14.553[s] Speed: 809.2[samples/s]
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2024-04-27 19:24:58 transreid.train INFO: Epoch 90 done. Time per epoch: 14.659[s] Speed: 799.0[samples/s]
2024-04-27 19:24:59 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 2.325, Acc: 0.594, Base Lr: 5.56e-05
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2024-04-27 19:25:12 transreid.train INFO: Epoch 91 done. Time per epoch: 14.365[s] Speed: 815.3[samples/s]
2024-04-27 19:25:14 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 2.294, Acc: 0.620, Base Lr: 5.21e-05
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2024-04-27 19:25:27 transreid.train INFO: Epoch 92 done. Time per epoch: 14.348[s] Speed: 816.3[samples/s]
2024-04-27 19:25:28 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 2.073, Acc: 0.625, Base Lr: 4.86e-05
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2024-04-27 19:25:41 transreid.train INFO: Epoch 93 done. Time per epoch: 14.521[s] Speed: 806.5[samples/s]
2024-04-27 19:25:43 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 1.963, Acc: 0.655, Base Lr: 4.53e-05
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2024-04-27 19:25:56 transreid.train INFO: Epoch 94 done. Time per epoch: 14.418[s] Speed: 812.3[samples/s]
2024-04-27 19:25:57 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 2.264, Acc: 0.589, Base Lr: 4.20e-05
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2024-04-27 19:26:10 transreid.train INFO: Epoch 95 done. Time per epoch: 14.634[s] Speed: 804.7[samples/s]
2024-04-27 19:26:12 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 2.258, Acc: 0.608, Base Lr: 3.89e-05
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2024-04-27 19:26:24 transreid.train INFO: Epoch 96 done. Time per epoch: 14.276[s] Speed: 820.4[samples/s]
2024-04-27 19:26:26 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 2.194, Acc: 0.628, Base Lr: 3.59e-05
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2024-04-27 19:26:39 transreid.train INFO: Epoch 97 done. Time per epoch: 14.521[s] Speed: 811.0[samples/s]
2024-04-27 19:26:41 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 2.135, Acc: 0.630, Base Lr: 3.30e-05
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2024-04-27 19:26:53 transreid.train INFO: Epoch 98 done. Time per epoch: 14.318[s] Speed: 822.5[samples/s]
2024-04-27 19:26:55 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 1.913, Acc: 0.667, Base Lr: 3.02e-05
2024-04-27 19:26:56 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 2.029, Acc: 0.637, Base Lr: 3.02e-05
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2024-04-27 19:27:08 transreid.train INFO: Epoch 99 done. Time per epoch: 14.723[s] Speed: 799.9[samples/s]
2024-04-27 19:27:10 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 2.041, Acc: 0.656, Base Lr: 2.75e-05
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2024-04-27 19:27:22 transreid.train INFO: Epoch 100 done. Time per epoch: 14.393[s] Speed: 818.2[samples/s]
2024-04-27 19:27:34 transreid.train INFO: Validation Results - Epoch: 100
2024-04-27 19:27:34 transreid.train INFO: mAP: 88.5%
2024-04-27 19:27:34 transreid.train INFO: CMC curve, Rank-1  :94.5%
2024-04-27 19:27:34 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-04-27 19:27:34 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-04-27 19:27:36 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 2.008, Acc: 0.650, Base Lr: 2.50e-05
2024-04-27 19:27:36 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 2.112, Acc: 0.626, Base Lr: 2.50e-05
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2024-04-27 19:27:49 transreid.train INFO: Epoch 101 done. Time per epoch: 14.546[s] Speed: 805.2[samples/s]
2024-04-27 19:27:50 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 1.888, Acc: 0.709, Base Lr: 2.26e-05
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2024-04-27 19:28:03 transreid.train INFO: Epoch 102 done. Time per epoch: 14.534[s] Speed: 805.8[samples/s]
2024-04-27 19:28:05 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 1.938, Acc: 0.659, Base Lr: 2.02e-05
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2024-04-27 19:28:18 transreid.train INFO: Epoch 103 done. Time per epoch: 14.630[s] Speed: 804.9[samples/s]
2024-04-27 19:28:19 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 2.185, Acc: 0.623, Base Lr: 1.81e-05
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2024-04-27 19:28:32 transreid.train INFO: Epoch 104 done. Time per epoch: 14.427[s] Speed: 816.2[samples/s]
2024-04-27 19:28:34 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 2.244, Acc: 0.606, Base Lr: 1.60e-05
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2024-04-27 19:28:47 transreid.train INFO: Epoch 105 done. Time per epoch: 14.409[s] Speed: 812.8[samples/s]
2024-04-27 19:28:48 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 1.805, Acc: 0.714, Base Lr: 1.41e-05
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2024-04-27 19:29:01 transreid.train INFO: Epoch 106 done. Time per epoch: 14.438[s] Speed: 815.6[samples/s]
2024-04-27 19:29:03 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 2.057, Acc: 0.639, Base Lr: 1.22e-05
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2024-04-27 19:29:16 transreid.train INFO: Epoch 107 done. Time per epoch: 14.780[s] Speed: 796.7[samples/s]
2024-04-27 19:29:17 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 2.051, Acc: 0.652, Base Lr: 1.06e-05
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2024-04-27 19:29:30 transreid.train INFO: Epoch 108 done. Time per epoch: 14.450[s] Speed: 815.0[samples/s]
2024-04-27 19:29:32 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 2.235, Acc: 0.606, Base Lr: 9.02e-06
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2024-04-27 19:29:45 transreid.train INFO: Epoch 109 done. Time per epoch: 14.628[s] Speed: 805.0[samples/s]
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2024-04-27 19:29:59 transreid.train INFO: Epoch 110 done. Time per epoch: 14.370[s] Speed: 815.0[samples/s]
2024-04-27 19:30:01 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 2.234, Acc: 0.645, Base Lr: 6.31e-06
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2024-04-27 19:30:14 transreid.train INFO: Epoch 111 done. Time per epoch: 14.517[s] Speed: 811.2[samples/s]
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2024-04-27 19:30:29 transreid.train INFO: Epoch 112 done. Time per epoch: 14.756[s] Speed: 798.1[samples/s]
2024-04-27 19:30:30 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 2.223, Acc: 0.634, Base Lr: 4.14e-06
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2024-04-27 19:30:43 transreid.train INFO: Epoch 113 done. Time per epoch: 14.608[s] Speed: 801.7[samples/s]
2024-04-27 19:30:45 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 2.293, Acc: 0.614, Base Lr: 3.26e-06
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2024-04-27 19:30:58 transreid.train INFO: Epoch 114 done. Time per epoch: 15.015[s] Speed: 784.3[samples/s]
2024-04-27 19:31:00 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 2.027, Acc: 0.639, Base Lr: 2.51e-06
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2024-04-27 19:31:12 transreid.train INFO: Epoch 115 done. Time per epoch: 14.268[s] Speed: 820.9[samples/s]
2024-04-27 19:31:14 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 2.100, Acc: 0.625, Base Lr: 1.89e-06
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2024-04-27 19:31:27 transreid.train INFO: Epoch 116 done. Time per epoch: 14.341[s] Speed: 821.1[samples/s]
2024-04-27 19:31:28 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 2.143, Acc: 0.622, Base Lr: 1.42e-06
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2024-04-27 19:31:41 transreid.train INFO: Epoch 117 done. Time per epoch: 14.437[s] Speed: 815.7[samples/s]
2024-04-27 19:31:43 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 2.253, Acc: 0.600, Base Lr: 1.07e-06
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2024-04-27 19:31:56 transreid.train INFO: Epoch 118 done. Time per epoch: 14.386[s] Speed: 818.6[samples/s]
2024-04-27 19:31:57 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 2.111, Acc: 0.634, Base Lr: 8.68e-07
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2024-04-27 19:32:00 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 1.836, Acc: 0.695, Base Lr: 8.68e-07
2024-04-27 19:32:01 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 1.782, Acc: 0.705, Base Lr: 8.68e-07
2024-04-27 19:32:02 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 1.742, Acc: 0.713, Base Lr: 8.68e-07
2024-04-27 19:32:02 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 1.687, Acc: 0.728, Base Lr: 8.68e-07
2024-04-27 19:32:03 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 1.639, Acc: 0.739, Base Lr: 8.68e-07
2024-04-27 19:32:04 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 1.612, Acc: 0.746, Base Lr: 8.68e-07
2024-04-27 19:32:05 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 1.569, Acc: 0.755, Base Lr: 8.68e-07
2024-04-27 19:32:05 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 1.521, Acc: 0.765, Base Lr: 8.68e-07
2024-04-27 19:32:06 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 1.468, Acc: 0.776, Base Lr: 8.68e-07
2024-04-27 19:32:07 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 1.417, Acc: 0.788, Base Lr: 8.68e-07
2024-04-27 19:32:08 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 1.375, Acc: 0.798, Base Lr: 8.68e-07
2024-04-27 19:32:08 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 1.327, Acc: 0.808, Base Lr: 8.68e-07
2024-04-27 19:32:09 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 1.279, Acc: 0.818, Base Lr: 8.68e-07
2024-04-27 19:32:10 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 1.226, Acc: 0.828, Base Lr: 8.68e-07
2024-04-27 19:32:10 transreid.train INFO: Epoch 119 done. Time per epoch: 14.467[s] Speed: 814.0[samples/s]
2024-04-27 19:32:12 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 2.034, Acc: 0.625, Base Lr: 8.00e-07
2024-04-27 19:32:12 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 2.031, Acc: 0.632, Base Lr: 8.00e-07
2024-04-27 19:32:13 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 1.942, Acc: 0.652, Base Lr: 8.00e-07
2024-04-27 19:32:14 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 1.936, Acc: 0.657, Base Lr: 8.00e-07
2024-04-27 19:32:15 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 1.852, Acc: 0.681, Base Lr: 8.00e-07
2024-04-27 19:32:15 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 1.795, Acc: 0.697, Base Lr: 8.00e-07
2024-04-27 19:32:16 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 1.737, Acc: 0.709, Base Lr: 8.00e-07
2024-04-27 19:32:17 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 1.679, Acc: 0.721, Base Lr: 8.00e-07
2024-04-27 19:32:18 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 1.624, Acc: 0.738, Base Lr: 8.00e-07
2024-04-27 19:32:18 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 1.592, Acc: 0.747, Base Lr: 8.00e-07
2024-04-27 19:32:19 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 1.557, Acc: 0.756, Base Lr: 8.00e-07
2024-04-27 19:32:20 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 1.508, Acc: 0.765, Base Lr: 8.00e-07
2024-04-27 19:32:20 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 1.459, Acc: 0.775, Base Lr: 8.00e-07
2024-04-27 19:32:21 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 1.412, Acc: 0.786, Base Lr: 8.00e-07
2024-04-27 19:32:22 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 1.363, Acc: 0.796, Base Lr: 8.00e-07
2024-04-27 19:32:23 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 1.313, Acc: 0.807, Base Lr: 8.00e-07
2024-04-27 19:32:23 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 1.261, Acc: 0.818, Base Lr: 8.00e-07
2024-04-27 19:32:24 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 1.215, Acc: 0.827, Base Lr: 8.00e-07
2024-04-27 19:32:25 transreid.train INFO: Epoch 120 done. Time per epoch: 14.384[s] Speed: 818.7[samples/s]
2024-04-27 19:32:35 transreid.train INFO: Validation Results - Epoch: 120
2024-04-27 19:32:35 transreid.train INFO: mAP: 88.7%
2024-04-27 19:32:35 transreid.train INFO: CMC curve, Rank-1  :94.7%
2024-04-27 19:32:35 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-04-27 19:32:35 transreid.train INFO: CMC curve, Rank-10 :99.0%
