2024-05-13 10:02:16 transreid INFO: Saving model in the path :log/bs_exp/Swin_Base_Second_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-13 10:02:16 transreid INFO: Loaded configuration file configs/market/swin_base.yml
2024-05-13 10:02:16 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: swin_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/Swin_Base_Second.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/Swin_Base_Second_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: 
2024-05-13 10:02:16 transreid.check INFO: Dataset statistics:
2024-05-13 10:02:16 transreid.check INFO:   ----------------------------------------
2024-05-13 10:02:16 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 10:02:16 transreid.check INFO:   ----------------------------------------
2024-05-13 10:02:16 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-13 10:02:16 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-13 10:02:16 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-13 10:02:16 transreid.check INFO:   ----------------------------------------
2024-05-13 10:02:22 transreid INFO: ===========using cosine learning rate=======
2024-05-13 10:02:22 transreid.train INFO: start training
2024-05-13 10:02:27 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 17.287, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:29 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 14.900, Acc: 0.004, Base Lr: 2.38e-05
2024-05-13 10:02:31 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 13.591, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:33 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 12.833, Acc: 0.002, Base Lr: 2.38e-05
2024-05-13 10:02:35 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 12.119, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:38 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 11.712, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:40 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 11.298, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:42 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.123, Acc: 0.002, Base Lr: 2.38e-05
2024-05-13 10:02:44 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 11.250, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:46 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 12.917, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:48 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 14.604, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:50 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 15.440, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:52 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 16.054, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:54 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 16.476, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:57 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 16.685, Acc: 0.003, Base Lr: 2.38e-05
2024-05-13 10:02:59 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 16.712, Acc: 0.002, Base Lr: 2.38e-05
2024-05-13 10:03:01 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 16.717, Acc: 0.002, Base Lr: 2.38e-05
2024-05-13 10:03:03 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 16.657, Acc: 0.002, Base Lr: 2.38e-05
2024-05-13 10:03:04 transreid.train INFO: Epoch 1 done. Time per epoch: 41.848[s] Speed: 279.9[samples/s]
2024-05-13 10:03:06 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 14.634, Acc: 0.002, Base Lr: 4.36e-05
2024-05-13 10:03:09 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 13.752, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:11 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 13.079, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:13 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 12.485, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:15 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 11.992, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:17 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 11.539, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:19 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 11.166, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:21 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 10.935, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:23 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 10.688, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:26 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 10.505, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:28 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 10.329, Acc: 0.003, Base Lr: 4.36e-05
2024-05-13 10:03:30 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 10.217, Acc: 0.004, Base Lr: 4.36e-05
2024-05-13 10:03:32 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 10.076, Acc: 0.004, Base Lr: 4.36e-05
2024-05-13 10:03:34 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 9.948, Acc: 0.004, Base Lr: 4.36e-05
2024-05-13 10:03:36 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 9.831, Acc: 0.005, Base Lr: 4.36e-05
2024-05-13 10:03:38 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 9.723, Acc: 0.005, Base Lr: 4.36e-05
2024-05-13 10:03:40 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 9.615, Acc: 0.006, Base Lr: 4.36e-05
2024-05-13 10:03:43 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 9.522, Acc: 0.008, Base Lr: 4.36e-05
2024-05-13 10:03:43 transreid.train INFO: Epoch 2 done. Time per epoch: 39.612[s] Speed: 295.7[samples/s]
2024-05-13 10:03:46 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.175, Acc: 0.016, Base Lr: 6.34e-05
2024-05-13 10:03:48 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.012, Acc: 0.025, Base Lr: 6.34e-05
2024-05-13 10:03:50 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.007, Acc: 0.023, Base Lr: 6.34e-05
2024-05-13 10:03:53 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.913, Acc: 0.024, Base Lr: 6.34e-05
2024-05-13 10:03:55 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.881, Acc: 0.030, Base Lr: 6.34e-05
2024-05-13 10:03:57 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.846, Acc: 0.030, Base Lr: 6.34e-05
2024-05-13 10:03:59 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.800, Acc: 0.031, Base Lr: 6.34e-05
2024-05-13 10:04:01 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.769, Acc: 0.034, Base Lr: 6.34e-05
2024-05-13 10:04:03 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.740, Acc: 0.041, Base Lr: 6.34e-05
2024-05-13 10:04:05 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.701, Acc: 0.045, Base Lr: 6.34e-05
2024-05-13 10:04:07 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.665, Acc: 0.047, Base Lr: 6.34e-05
2024-05-13 10:04:10 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.633, Acc: 0.050, Base Lr: 6.34e-05
2024-05-13 10:04:12 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.623, Acc: 0.054, Base Lr: 6.34e-05
2024-05-13 10:04:14 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.597, Acc: 0.059, Base Lr: 6.34e-05
2024-05-13 10:04:16 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.577, Acc: 0.067, Base Lr: 6.34e-05
2024-05-13 10:04:18 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.576, Acc: 0.074, Base Lr: 6.34e-05
2024-05-13 10:04:20 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.556, Acc: 0.083, Base Lr: 6.34e-05
2024-05-13 10:04:22 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.530, Acc: 0.101, Base Lr: 6.34e-05
2024-05-13 10:04:23 transreid.train INFO: Epoch 3 done. Time per epoch: 39.604[s] Speed: 295.7[samples/s]
2024-05-13 10:04:26 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.241, Acc: 0.086, Base Lr: 8.32e-05
2024-05-13 10:04:28 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.145, Acc: 0.075, Base Lr: 8.32e-05
2024-05-13 10:04:30 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.167, Acc: 0.095, Base Lr: 8.32e-05
2024-05-13 10:04:32 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.177, Acc: 0.091, Base Lr: 8.32e-05
2024-05-13 10:04:34 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.176, Acc: 0.095, Base Lr: 8.32e-05
2024-05-13 10:04:36 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.184, Acc: 0.101, Base Lr: 8.32e-05
2024-05-13 10:04:38 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.159, Acc: 0.111, Base Lr: 8.32e-05
2024-05-13 10:04:41 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.149, Acc: 0.114, Base Lr: 8.32e-05
2024-05-13 10:04:43 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.142, Acc: 0.124, Base Lr: 8.32e-05
2024-05-13 10:04:45 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.128, Acc: 0.131, Base Lr: 8.32e-05
2024-05-13 10:04:47 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.113, Acc: 0.135, Base Lr: 8.32e-05
2024-05-13 10:04:49 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.104, Acc: 0.143, Base Lr: 8.32e-05
2024-05-13 10:04:51 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.083, Acc: 0.153, Base Lr: 8.32e-05
2024-05-13 10:04:53 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.076, Acc: 0.163, Base Lr: 8.32e-05
2024-05-13 10:04:55 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.058, Acc: 0.176, Base Lr: 8.32e-05
2024-05-13 10:04:58 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.040, Acc: 0.188, Base Lr: 8.32e-05
2024-05-13 10:05:00 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.021, Acc: 0.205, Base Lr: 8.32e-05
2024-05-13 10:05:02 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.000, Acc: 0.227, Base Lr: 8.32e-05
2024-05-13 10:05:03 transreid.train INFO: Epoch 4 done. Time per epoch: 39.746[s] Speed: 294.7[samples/s]
2024-05-13 10:05:05 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.977, Acc: 0.127, Base Lr: 1.03e-04
2024-05-13 10:05:08 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.941, Acc: 0.119, Base Lr: 1.03e-04
2024-05-13 10:05:10 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.942, Acc: 0.127, Base Lr: 1.03e-04
2024-05-13 10:05:12 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.931, Acc: 0.129, Base Lr: 1.03e-04
2024-05-13 10:05:14 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.931, Acc: 0.141, Base Lr: 1.03e-04
2024-05-13 10:05:16 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.909, Acc: 0.153, Base Lr: 1.03e-04
2024-05-13 10:05:18 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.881, Acc: 0.165, Base Lr: 1.03e-04
2024-05-13 10:05:20 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.856, Acc: 0.179, Base Lr: 1.03e-04
2024-05-13 10:05:22 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.850, Acc: 0.190, Base Lr: 1.03e-04
2024-05-13 10:05:24 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.839, Acc: 0.203, Base Lr: 1.03e-04
2024-05-13 10:05:27 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.815, Acc: 0.210, Base Lr: 1.03e-04
2024-05-13 10:05:29 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.802, Acc: 0.215, Base Lr: 1.03e-04
2024-05-13 10:05:31 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.790, Acc: 0.224, Base Lr: 1.03e-04
2024-05-13 10:05:33 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.778, Acc: 0.231, Base Lr: 1.03e-04
2024-05-13 10:05:35 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.778, Acc: 0.244, Base Lr: 1.03e-04
2024-05-13 10:05:37 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.764, Acc: 0.256, Base Lr: 1.03e-04
2024-05-13 10:05:39 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.749, Acc: 0.269, Base Lr: 1.03e-04
2024-05-13 10:05:41 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.737, Acc: 0.291, Base Lr: 1.03e-04
2024-05-13 10:05:42 transreid.train INFO: Epoch 5 done. Time per epoch: 39.776[s] Speed: 296.1[samples/s]
2024-05-13 10:05:45 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.624, Acc: 0.147, Base Lr: 1.23e-04
2024-05-13 10:05:47 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.664, Acc: 0.152, Base Lr: 1.23e-04
2024-05-13 10:05:49 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.677, Acc: 0.151, Base Lr: 1.23e-04
2024-05-13 10:05:52 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.662, Acc: 0.163, Base Lr: 1.23e-04
2024-05-13 10:05:54 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.665, Acc: 0.173, Base Lr: 1.23e-04
2024-05-13 10:05:56 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.656, Acc: 0.178, Base Lr: 1.23e-04
2024-05-13 10:05:58 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.665, Acc: 0.187, Base Lr: 1.23e-04
2024-05-13 10:06:00 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.661, Acc: 0.196, Base Lr: 1.23e-04
2024-05-13 10:06:02 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.654, Acc: 0.207, Base Lr: 1.23e-04
2024-05-13 10:06:04 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.650, Acc: 0.210, Base Lr: 1.23e-04
2024-05-13 10:06:06 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.659, Acc: 0.221, Base Lr: 1.23e-04
2024-05-13 10:06:08 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.784, Acc: 0.221, Base Lr: 1.23e-04
2024-05-13 10:06:11 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.838, Acc: 0.219, Base Lr: 1.23e-04
2024-05-13 10:06:13 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.840, Acc: 0.227, Base Lr: 1.23e-04
2024-05-13 10:06:15 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.825, Acc: 0.237, Base Lr: 1.23e-04
2024-05-13 10:06:17 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.798, Acc: 0.250, Base Lr: 1.23e-04
2024-05-13 10:06:19 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.763, Acc: 0.271, Base Lr: 1.23e-04
2024-05-13 10:06:21 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.735, Acc: 0.292, Base Lr: 1.23e-04
2024-05-13 10:06:22 transreid.train INFO: Epoch 6 done. Time per epoch: 39.427[s] Speed: 297.1[samples/s]
2024-05-13 10:06:25 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.777, Acc: 0.130, Base Lr: 1.43e-04
2024-05-13 10:06:27 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.687, Acc: 0.145, Base Lr: 1.43e-04
2024-05-13 10:06:29 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.615, Acc: 0.149, Base Lr: 1.43e-04
2024-05-13 10:06:31 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.614, Acc: 0.161, Base Lr: 1.43e-04
2024-05-13 10:06:33 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.597, Acc: 0.157, Base Lr: 1.43e-04
2024-05-13 10:06:35 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.556, Acc: 0.165, Base Lr: 1.43e-04
2024-05-13 10:06:37 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.526, Acc: 0.181, Base Lr: 1.43e-04
2024-05-13 10:06:39 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.521, Acc: 0.185, Base Lr: 1.43e-04
2024-05-13 10:06:42 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.493, Acc: 0.192, Base Lr: 1.43e-04
2024-05-13 10:06:44 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.469, Acc: 0.200, Base Lr: 1.43e-04
2024-05-13 10:06:46 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.458, Acc: 0.203, Base Lr: 1.43e-04
2024-05-13 10:06:48 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.455, Acc: 0.210, Base Lr: 1.43e-04
2024-05-13 10:06:50 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.437, Acc: 0.217, Base Lr: 1.43e-04
2024-05-13 10:06:52 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 6.414, Acc: 0.227, Base Lr: 1.43e-04
2024-05-13 10:06:54 transreid.train INFO: Epoch[7] Iter[150/186] Loss: 6.390, Acc: 0.235, Base Lr: 1.43e-04
2024-05-13 10:06:56 transreid.train INFO: Epoch[7] Iter[160/186] Loss: 6.357, Acc: 0.249, Base Lr: 1.43e-04
2024-05-13 10:06:58 transreid.train INFO: Epoch[7] Iter[170/186] Loss: 6.340, Acc: 0.265, Base Lr: 1.43e-04
2024-05-13 10:07:01 transreid.train INFO: Epoch[7] Iter[180/186] Loss: 6.303, Acc: 0.290, Base Lr: 1.43e-04
2024-05-13 10:07:01 transreid.train INFO: Epoch 7 done. Time per epoch: 39.453[s] Speed: 296.9[samples/s]
2024-05-13 10:07:04 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.376, Acc: 0.147, Base Lr: 1.62e-04
2024-05-13 10:07:06 transreid.train INFO: Epoch[8] Iter[20/186] Loss: 6.345, Acc: 0.145, Base Lr: 1.62e-04
2024-05-13 10:07:08 transreid.train INFO: Epoch[8] Iter[30/186] Loss: 6.327, Acc: 0.159, Base Lr: 1.62e-04
2024-05-13 10:07:10 transreid.train INFO: Epoch[8] Iter[40/186] Loss: 6.321, Acc: 0.168, Base Lr: 1.62e-04
2024-05-13 10:07:13 transreid.train INFO: Epoch[8] Iter[50/186] Loss: 6.307, Acc: 0.171, Base Lr: 1.62e-04
2024-05-13 10:07:15 transreid.train INFO: Epoch[8] Iter[60/186] Loss: 6.324, Acc: 0.174, Base Lr: 1.62e-04
2024-05-13 10:07:17 transreid.train INFO: Epoch[8] Iter[70/186] Loss: 6.319, Acc: 0.176, Base Lr: 1.62e-04
2024-05-13 10:07:19 transreid.train INFO: Epoch[8] Iter[80/186] Loss: 6.298, Acc: 0.186, Base Lr: 1.62e-04
2024-05-13 10:07:21 transreid.train INFO: Epoch[8] Iter[90/186] Loss: 6.278, Acc: 0.191, Base Lr: 1.62e-04
2024-05-13 10:07:23 transreid.train INFO: Epoch[8] Iter[100/186] Loss: 6.266, Acc: 0.201, Base Lr: 1.62e-04
2024-05-13 10:07:25 transreid.train INFO: Epoch[8] Iter[110/186] Loss: 6.249, Acc: 0.215, Base Lr: 1.62e-04
2024-05-13 10:07:27 transreid.train INFO: Epoch[8] Iter[120/186] Loss: 6.243, Acc: 0.219, Base Lr: 1.62e-04
2024-05-13 10:07:30 transreid.train INFO: Epoch[8] Iter[130/186] Loss: 6.218, Acc: 0.227, Base Lr: 1.62e-04
2024-05-13 10:07:32 transreid.train INFO: Epoch[8] Iter[140/186] Loss: 6.188, Acc: 0.236, Base Lr: 1.62e-04
2024-05-13 10:07:34 transreid.train INFO: Epoch[8] Iter[150/186] Loss: 6.157, Acc: 0.250, Base Lr: 1.62e-04
2024-05-13 10:07:36 transreid.train INFO: Epoch[8] Iter[160/186] Loss: 6.124, Acc: 0.261, Base Lr: 1.62e-04
2024-05-13 10:07:38 transreid.train INFO: Epoch[8] Iter[170/186] Loss: 6.089, Acc: 0.273, Base Lr: 1.62e-04
2024-05-13 10:07:40 transreid.train INFO: Epoch[8] Iter[180/186] Loss: 6.044, Acc: 0.289, Base Lr: 1.62e-04
2024-05-13 10:07:41 transreid.train INFO: Epoch 8 done. Time per epoch: 39.543[s] Speed: 296.2[samples/s]
2024-05-13 10:07:44 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.118, Acc: 0.158, Base Lr: 1.82e-04
2024-05-13 10:07:46 transreid.train INFO: Epoch[9] Iter[20/186] Loss: 6.136, Acc: 0.155, Base Lr: 1.82e-04
2024-05-13 10:07:48 transreid.train INFO: Epoch[9] Iter[30/186] Loss: 6.120, Acc: 0.157, Base Lr: 1.82e-04
2024-05-13 10:07:50 transreid.train INFO: Epoch[9] Iter[40/186] Loss: 6.081, Acc: 0.166, Base Lr: 1.82e-04
2024-05-13 10:07:52 transreid.train INFO: Epoch[9] Iter[50/186] Loss: 6.069, Acc: 0.174, Base Lr: 1.82e-04
2024-05-13 10:07:54 transreid.train INFO: Epoch[9] Iter[60/186] Loss: 6.049, Acc: 0.178, Base Lr: 1.82e-04
2024-05-13 10:07:56 transreid.train INFO: Epoch[9] Iter[70/186] Loss: 6.044, Acc: 0.172, Base Lr: 1.82e-04
2024-05-13 10:07:59 transreid.train INFO: Epoch[9] Iter[80/186] Loss: 6.013, Acc: 0.182, Base Lr: 1.82e-04
2024-05-13 10:08:01 transreid.train INFO: Epoch[9] Iter[90/186] Loss: 6.000, Acc: 0.187, Base Lr: 1.82e-04
2024-05-13 10:08:03 transreid.train INFO: Epoch[9] Iter[100/186] Loss: 5.992, Acc: 0.191, Base Lr: 1.82e-04
2024-05-13 10:08:05 transreid.train INFO: Epoch[9] Iter[110/186] Loss: 5.952, Acc: 0.203, Base Lr: 1.82e-04
2024-05-13 10:08:07 transreid.train INFO: Epoch[9] Iter[120/186] Loss: 5.920, Acc: 0.215, Base Lr: 1.82e-04
2024-05-13 10:08:09 transreid.train INFO: Epoch[9] Iter[130/186] Loss: 5.896, Acc: 0.223, Base Lr: 1.82e-04
2024-05-13 10:08:11 transreid.train INFO: Epoch[9] Iter[140/186] Loss: 5.864, Acc: 0.232, Base Lr: 1.82e-04
2024-05-13 10:08:13 transreid.train INFO: Epoch[9] Iter[150/186] Loss: 5.825, Acc: 0.245, Base Lr: 1.82e-04
2024-05-13 10:08:16 transreid.train INFO: Epoch[9] Iter[160/186] Loss: 5.781, Acc: 0.258, Base Lr: 1.82e-04
2024-05-13 10:08:18 transreid.train INFO: Epoch[9] Iter[170/186] Loss: 5.736, Acc: 0.272, Base Lr: 1.82e-04
2024-05-13 10:08:20 transreid.train INFO: Epoch[9] Iter[180/186] Loss: 5.680, Acc: 0.293, Base Lr: 1.82e-04
2024-05-13 10:08:21 transreid.train INFO: Epoch 9 done. Time per epoch: 40.016[s] Speed: 294.3[samples/s]
2024-05-13 10:08:24 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 5.825, Acc: 0.167, Base Lr: 2.02e-04
2024-05-13 10:08:26 transreid.train INFO: Epoch[10] Iter[20/186] Loss: 5.883, Acc: 0.166, Base Lr: 2.02e-04
2024-05-13 10:08:28 transreid.train INFO: Epoch[10] Iter[30/186] Loss: 5.921, Acc: 0.146, Base Lr: 2.02e-04
2024-05-13 10:08:30 transreid.train INFO: Epoch[10] Iter[40/186] Loss: 5.906, Acc: 0.136, Base Lr: 2.02e-04
2024-05-13 10:08:32 transreid.train INFO: Epoch[10] Iter[50/186] Loss: 5.905, Acc: 0.142, Base Lr: 2.02e-04
2024-05-13 10:08:34 transreid.train INFO: Epoch[10] Iter[60/186] Loss: 5.868, Acc: 0.147, Base Lr: 2.02e-04
2024-05-13 10:08:36 transreid.train INFO: Epoch[10] Iter[70/186] Loss: 5.839, Acc: 0.149, Base Lr: 2.02e-04
2024-05-13 10:08:38 transreid.train INFO: Epoch[10] Iter[80/186] Loss: 5.813, Acc: 0.157, Base Lr: 2.02e-04
2024-05-13 10:08:41 transreid.train INFO: Epoch[10] Iter[90/186] Loss: 5.764, Acc: 0.165, Base Lr: 2.02e-04
2024-05-13 10:08:43 transreid.train INFO: Epoch[10] Iter[100/186] Loss: 5.731, Acc: 0.176, Base Lr: 2.02e-04
2024-05-13 10:08:45 transreid.train INFO: Epoch[10] Iter[110/186] Loss: 5.707, Acc: 0.186, Base Lr: 2.02e-04
2024-05-13 10:08:47 transreid.train INFO: Epoch[10] Iter[120/186] Loss: 5.678, Acc: 0.195, Base Lr: 2.02e-04
2024-05-13 10:08:49 transreid.train INFO: Epoch[10] Iter[130/186] Loss: 5.651, Acc: 0.206, Base Lr: 2.02e-04
2024-05-13 10:08:51 transreid.train INFO: Epoch[10] Iter[140/186] Loss: 5.596, Acc: 0.221, Base Lr: 2.02e-04
2024-05-13 10:08:53 transreid.train INFO: Epoch[10] Iter[150/186] Loss: 5.543, Acc: 0.237, Base Lr: 2.02e-04
2024-05-13 10:08:55 transreid.train INFO: Epoch[10] Iter[160/186] Loss: 5.499, Acc: 0.249, Base Lr: 2.02e-04
2024-05-13 10:08:58 transreid.train INFO: Epoch[10] Iter[170/186] Loss: 5.452, Acc: 0.263, Base Lr: 2.02e-04
2024-05-13 10:09:00 transreid.train INFO: Epoch[10] Iter[180/186] Loss: 5.380, Acc: 0.287, Base Lr: 2.02e-04
2024-05-13 10:09:00 transreid.train INFO: Epoch 10 done. Time per epoch: 39.589[s] Speed: 295.8[samples/s]
2024-05-13 10:09:03 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.672, Acc: 0.198, Base Lr: 2.22e-04
2024-05-13 10:09:05 transreid.train INFO: Epoch[11] Iter[20/186] Loss: 5.555, Acc: 0.180, Base Lr: 2.22e-04
2024-05-13 10:09:07 transreid.train INFO: Epoch[11] Iter[30/186] Loss: 5.516, Acc: 0.180, Base Lr: 2.22e-04
2024-05-13 10:09:10 transreid.train INFO: Epoch[11] Iter[40/186] Loss: 5.509, Acc: 0.178, Base Lr: 2.22e-04
2024-05-13 10:09:12 transreid.train INFO: Epoch[11] Iter[50/186] Loss: 5.499, Acc: 0.181, Base Lr: 2.22e-04
2024-05-13 10:09:14 transreid.train INFO: Epoch[11] Iter[60/186] Loss: 5.493, Acc: 0.188, Base Lr: 2.22e-04
2024-05-13 10:09:16 transreid.train INFO: Epoch[11] Iter[70/186] Loss: 5.467, Acc: 0.181, Base Lr: 2.22e-04
2024-05-13 10:09:18 transreid.train INFO: Epoch[11] Iter[80/186] Loss: 5.428, Acc: 0.185, Base Lr: 2.22e-04
2024-05-13 10:09:20 transreid.train INFO: Epoch[11] Iter[90/186] Loss: 5.394, Acc: 0.189, Base Lr: 2.22e-04
2024-05-13 10:09:22 transreid.train INFO: Epoch[11] Iter[100/186] Loss: 5.377, Acc: 0.197, Base Lr: 2.22e-04
2024-05-13 10:09:24 transreid.train INFO: Epoch[11] Iter[110/186] Loss: 5.347, Acc: 0.203, Base Lr: 2.22e-04
2024-05-13 10:09:27 transreid.train INFO: Epoch[11] Iter[120/186] Loss: 5.313, Acc: 0.211, Base Lr: 2.22e-04
2024-05-13 10:09:29 transreid.train INFO: Epoch[11] Iter[130/186] Loss: 5.271, Acc: 0.223, Base Lr: 2.22e-04
2024-05-13 10:09:31 transreid.train INFO: Epoch[11] Iter[140/186] Loss: 5.216, Acc: 0.237, Base Lr: 2.22e-04
2024-05-13 10:09:33 transreid.train INFO: Epoch[11] Iter[150/186] Loss: 5.168, Acc: 0.251, Base Lr: 2.22e-04
2024-05-13 10:09:35 transreid.train INFO: Epoch[11] Iter[160/186] Loss: 5.122, Acc: 0.266, Base Lr: 2.22e-04
2024-05-13 10:09:37 transreid.train INFO: Epoch[11] Iter[170/186] Loss: 5.073, Acc: 0.285, Base Lr: 2.22e-04
2024-05-13 10:09:39 transreid.train INFO: Epoch[11] Iter[180/186] Loss: 5.001, Acc: 0.311, Base Lr: 2.22e-04
2024-05-13 10:09:40 transreid.train INFO: Epoch 11 done. Time per epoch: 39.490[s] Speed: 296.6[samples/s]
2024-05-13 10:09:43 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 5.413, Acc: 0.164, Base Lr: 2.42e-04
2024-05-13 10:09:45 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 5.337, Acc: 0.170, Base Lr: 2.42e-04
2024-05-13 10:09:47 transreid.train INFO: Epoch[12] Iter[30/186] Loss: 5.383, Acc: 0.157, Base Lr: 2.42e-04
2024-05-13 10:09:49 transreid.train INFO: Epoch[12] Iter[40/186] Loss: 5.370, Acc: 0.157, Base Lr: 2.42e-04
2024-05-13 10:09:51 transreid.train INFO: Epoch[12] Iter[50/186] Loss: 5.307, Acc: 0.167, Base Lr: 2.42e-04
2024-05-13 10:09:53 transreid.train INFO: Epoch[12] Iter[60/186] Loss: 5.267, Acc: 0.173, Base Lr: 2.42e-04
2024-05-13 10:09:55 transreid.train INFO: Epoch[12] Iter[70/186] Loss: 5.232, Acc: 0.180, Base Lr: 2.42e-04
2024-05-13 10:09:58 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 5.186, Acc: 0.189, Base Lr: 2.42e-04
2024-05-13 10:10:00 transreid.train INFO: Epoch[12] Iter[90/186] Loss: 5.133, Acc: 0.202, Base Lr: 2.42e-04
2024-05-13 10:10:02 transreid.train INFO: Epoch[12] Iter[100/186] Loss: 5.100, Acc: 0.215, Base Lr: 2.42e-04
2024-05-13 10:10:04 transreid.train INFO: Epoch[12] Iter[110/186] Loss: 5.064, Acc: 0.228, Base Lr: 2.42e-04
2024-05-13 10:10:06 transreid.train INFO: Epoch[12] Iter[120/186] Loss: 5.023, Acc: 0.241, Base Lr: 2.42e-04
2024-05-13 10:10:08 transreid.train INFO: Epoch[12] Iter[130/186] Loss: 4.983, Acc: 0.252, Base Lr: 2.42e-04
2024-05-13 10:10:10 transreid.train INFO: Epoch[12] Iter[140/186] Loss: 4.925, Acc: 0.267, Base Lr: 2.42e-04
2024-05-13 10:10:12 transreid.train INFO: Epoch[12] Iter[150/186] Loss: 4.857, Acc: 0.285, Base Lr: 2.42e-04
2024-05-13 10:10:15 transreid.train INFO: Epoch[12] Iter[160/186] Loss: 4.795, Acc: 0.302, Base Lr: 2.42e-04
2024-05-13 10:10:17 transreid.train INFO: Epoch[12] Iter[170/186] Loss: 4.722, Acc: 0.324, Base Lr: 2.42e-04
2024-05-13 10:10:19 transreid.train INFO: Epoch[12] Iter[180/186] Loss: 4.630, Acc: 0.351, Base Lr: 2.42e-04
2024-05-13 10:10:19 transreid.train INFO: Epoch 12 done. Time per epoch: 39.576[s] Speed: 295.9[samples/s]
2024-05-13 10:10:22 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 5.419, Acc: 0.147, Base Lr: 2.61e-04
2024-05-13 10:10:24 transreid.train INFO: Epoch[13] Iter[20/186] Loss: 5.277, Acc: 0.177, Base Lr: 2.61e-04
2024-05-13 10:10:27 transreid.train INFO: Epoch[13] Iter[30/186] Loss: 5.161, Acc: 0.197, Base Lr: 2.61e-04
2024-05-13 10:10:29 transreid.train INFO: Epoch[13] Iter[40/186] Loss: 5.092, Acc: 0.206, Base Lr: 2.61e-04
2024-05-13 10:10:31 transreid.train INFO: Epoch[13] Iter[50/186] Loss: 5.024, Acc: 0.224, Base Lr: 2.61e-04
2024-05-13 10:10:33 transreid.train INFO: Epoch[13] Iter[60/186] Loss: 4.998, Acc: 0.233, Base Lr: 2.61e-04
2024-05-13 10:10:35 transreid.train INFO: Epoch[13] Iter[70/186] Loss: 4.948, Acc: 0.244, Base Lr: 2.61e-04
2024-05-13 10:10:37 transreid.train INFO: Epoch[13] Iter[80/186] Loss: 4.925, Acc: 0.247, Base Lr: 2.61e-04
2024-05-13 10:10:39 transreid.train INFO: Epoch[13] Iter[90/186] Loss: 4.870, Acc: 0.259, Base Lr: 2.61e-04
2024-05-13 10:10:41 transreid.train INFO: Epoch[13] Iter[100/186] Loss: 4.828, Acc: 0.262, Base Lr: 2.61e-04
2024-05-13 10:10:44 transreid.train INFO: Epoch[13] Iter[110/186] Loss: 4.774, Acc: 0.276, Base Lr: 2.61e-04
2024-05-13 10:10:46 transreid.train INFO: Epoch[13] Iter[120/186] Loss: 4.719, Acc: 0.286, Base Lr: 2.61e-04
2024-05-13 10:10:48 transreid.train INFO: Epoch[13] Iter[130/186] Loss: 4.658, Acc: 0.299, Base Lr: 2.61e-04
2024-05-13 10:10:50 transreid.train INFO: Epoch[13] Iter[140/186] Loss: 4.601, Acc: 0.312, Base Lr: 2.61e-04
2024-05-13 10:10:52 transreid.train INFO: Epoch[13] Iter[150/186] Loss: 4.532, Acc: 0.328, Base Lr: 2.61e-04
2024-05-13 10:10:54 transreid.train INFO: Epoch[13] Iter[160/186] Loss: 4.462, Acc: 0.345, Base Lr: 2.61e-04
2024-05-13 10:10:56 transreid.train INFO: Epoch[13] Iter[170/186] Loss: 4.381, Acc: 0.366, Base Lr: 2.61e-04
2024-05-13 10:10:58 transreid.train INFO: Epoch[13] Iter[180/186] Loss: 4.282, Acc: 0.390, Base Lr: 2.61e-04
2024-05-13 10:10:59 transreid.train INFO: Epoch 13 done. Time per epoch: 39.572[s] Speed: 296.0[samples/s]
2024-05-13 10:11:02 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 4.745, Acc: 0.258, Base Lr: 2.81e-04
2024-05-13 10:11:04 transreid.train INFO: Epoch[14] Iter[20/186] Loss: 4.769, Acc: 0.254, Base Lr: 2.81e-04
2024-05-13 10:11:06 transreid.train INFO: Epoch[14] Iter[30/186] Loss: 4.790, Acc: 0.249, Base Lr: 2.81e-04
2024-05-13 10:11:08 transreid.train INFO: Epoch[14] Iter[40/186] Loss: 4.739, Acc: 0.255, Base Lr: 2.81e-04
2024-05-13 10:11:10 transreid.train INFO: Epoch[14] Iter[50/186] Loss: 4.704, Acc: 0.252, Base Lr: 2.81e-04
2024-05-13 10:11:12 transreid.train INFO: Epoch[14] Iter[60/186] Loss: 4.625, Acc: 0.264, Base Lr: 2.81e-04
2024-05-13 10:11:15 transreid.train INFO: Epoch[14] Iter[70/186] Loss: 4.571, Acc: 0.276, Base Lr: 2.81e-04
2024-05-13 10:11:17 transreid.train INFO: Epoch[14] Iter[80/186] Loss: 4.518, Acc: 0.286, Base Lr: 2.81e-04
2024-05-13 10:11:19 transreid.train INFO: Epoch[14] Iter[90/186] Loss: 4.464, Acc: 0.298, Base Lr: 2.81e-04
2024-05-13 10:11:21 transreid.train INFO: Epoch[14] Iter[100/186] Loss: 4.421, Acc: 0.310, Base Lr: 2.81e-04
2024-05-13 10:11:23 transreid.train INFO: Epoch[14] Iter[110/186] Loss: 4.388, Acc: 0.317, Base Lr: 2.81e-04
2024-05-13 10:11:25 transreid.train INFO: Epoch[14] Iter[120/186] Loss: 4.351, Acc: 0.324, Base Lr: 2.81e-04
2024-05-13 10:11:27 transreid.train INFO: Epoch[14] Iter[130/186] Loss: 4.306, Acc: 0.333, Base Lr: 2.81e-04
2024-05-13 10:11:29 transreid.train INFO: Epoch[14] Iter[140/186] Loss: 4.256, Acc: 0.348, Base Lr: 2.81e-04
2024-05-13 10:11:32 transreid.train INFO: Epoch[14] Iter[150/186] Loss: 4.205, Acc: 0.361, Base Lr: 2.81e-04
2024-05-13 10:11:34 transreid.train INFO: Epoch[14] Iter[160/186] Loss: 4.136, Acc: 0.382, Base Lr: 2.81e-04
2024-05-13 10:11:36 transreid.train INFO: Epoch[14] Iter[170/186] Loss: 4.041, Acc: 0.407, Base Lr: 2.81e-04
2024-05-13 10:11:38 transreid.train INFO: Epoch[14] Iter[180/186] Loss: 3.953, Acc: 0.432, Base Lr: 2.81e-04
2024-05-13 10:11:39 transreid.train INFO: Epoch 14 done. Time per epoch: 39.781[s] Speed: 296.0[samples/s]
2024-05-13 10:11:42 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 4.538, Acc: 0.278, Base Lr: 3.01e-04
2024-05-13 10:11:44 transreid.train INFO: Epoch[15] Iter[20/186] Loss: 4.461, Acc: 0.280, Base Lr: 3.01e-04
2024-05-13 10:11:46 transreid.train INFO: Epoch[15] Iter[30/186] Loss: 4.467, Acc: 0.281, Base Lr: 3.01e-04
2024-05-13 10:11:48 transreid.train INFO: Epoch[15] Iter[40/186] Loss: 4.485, Acc: 0.271, Base Lr: 3.01e-04
2024-05-13 10:11:50 transreid.train INFO: Epoch[15] Iter[50/186] Loss: 4.444, Acc: 0.280, Base Lr: 3.01e-04
2024-05-13 10:11:52 transreid.train INFO: Epoch[15] Iter[60/186] Loss: 4.407, Acc: 0.286, Base Lr: 3.01e-04
2024-05-13 10:11:54 transreid.train INFO: Epoch[15] Iter[70/186] Loss: 4.388, Acc: 0.290, Base Lr: 3.01e-04
2024-05-13 10:11:56 transreid.train INFO: Epoch[15] Iter[80/186] Loss: 4.329, Acc: 0.303, Base Lr: 3.01e-04
2024-05-13 10:11:59 transreid.train INFO: Epoch[15] Iter[90/186] Loss: 4.276, Acc: 0.316, Base Lr: 3.01e-04
2024-05-13 10:12:01 transreid.train INFO: Epoch[15] Iter[100/186] Loss: 4.236, Acc: 0.323, Base Lr: 3.01e-04
2024-05-13 10:12:03 transreid.train INFO: Epoch[15] Iter[110/186] Loss: 4.158, Acc: 0.341, Base Lr: 3.01e-04
2024-05-13 10:12:05 transreid.train INFO: Epoch[15] Iter[120/186] Loss: 4.101, Acc: 0.359, Base Lr: 3.01e-04
2024-05-13 10:12:07 transreid.train INFO: Epoch[15] Iter[130/186] Loss: 4.026, Acc: 0.377, Base Lr: 3.01e-04
2024-05-13 10:12:09 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 3.961, Acc: 0.396, Base Lr: 3.01e-04
2024-05-13 10:12:11 transreid.train INFO: Epoch[15] Iter[150/186] Loss: 3.898, Acc: 0.410, Base Lr: 3.01e-04
2024-05-13 10:12:13 transreid.train INFO: Epoch[15] Iter[160/186] Loss: 3.811, Acc: 0.432, Base Lr: 3.01e-04
2024-05-13 10:12:15 transreid.train INFO: Epoch[15] Iter[170/186] Loss: 3.725, Acc: 0.453, Base Lr: 3.01e-04
2024-05-13 10:12:18 transreid.train INFO: Epoch[15] Iter[180/186] Loss: 3.630, Acc: 0.476, Base Lr: 3.01e-04
2024-05-13 10:12:18 transreid.train INFO: Epoch 15 done. Time per epoch: 39.470[s] Speed: 296.7[samples/s]
2024-05-13 10:12:21 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 4.420, Acc: 0.284, Base Lr: 3.21e-04
2024-05-13 10:12:23 transreid.train INFO: Epoch[16] Iter[20/186] Loss: 4.230, Acc: 0.316, Base Lr: 3.21e-04
2024-05-13 10:12:25 transreid.train INFO: Epoch[16] Iter[30/186] Loss: 4.224, Acc: 0.311, Base Lr: 3.21e-04
2024-05-13 10:12:27 transreid.train INFO: Epoch[16] Iter[40/186] Loss: 4.222, Acc: 0.311, Base Lr: 3.21e-04
2024-05-13 10:12:30 transreid.train INFO: Epoch[16] Iter[50/186] Loss: 4.189, Acc: 0.322, Base Lr: 3.21e-04
2024-05-13 10:12:32 transreid.train INFO: Epoch[16] Iter[60/186] Loss: 4.145, Acc: 0.334, Base Lr: 3.21e-04
2024-05-13 10:12:34 transreid.train INFO: Epoch[16] Iter[70/186] Loss: 4.095, Acc: 0.338, Base Lr: 3.21e-04
2024-05-13 10:12:36 transreid.train INFO: Epoch[16] Iter[80/186] Loss: 4.048, Acc: 0.352, Base Lr: 3.21e-04
2024-05-13 10:12:38 transreid.train INFO: Epoch[16] Iter[90/186] Loss: 4.003, Acc: 0.364, Base Lr: 3.21e-04
2024-05-13 10:12:40 transreid.train INFO: Epoch[16] Iter[100/186] Loss: 3.921, Acc: 0.386, Base Lr: 3.21e-04
2024-05-13 10:12:42 transreid.train INFO: Epoch[16] Iter[110/186] Loss: 3.874, Acc: 0.398, Base Lr: 3.21e-04
2024-05-13 10:12:44 transreid.train INFO: Epoch[16] Iter[120/186] Loss: 3.791, Acc: 0.419, Base Lr: 3.21e-04
2024-05-13 10:12:47 transreid.train INFO: Epoch[16] Iter[130/186] Loss: 3.728, Acc: 0.432, Base Lr: 3.21e-04
2024-05-13 10:12:49 transreid.train INFO: Epoch[16] Iter[140/186] Loss: 3.660, Acc: 0.449, Base Lr: 3.21e-04
2024-05-13 10:12:51 transreid.train INFO: Epoch[16] Iter[150/186] Loss: 3.592, Acc: 0.466, Base Lr: 3.21e-04
2024-05-13 10:12:53 transreid.train INFO: Epoch[16] Iter[160/186] Loss: 3.510, Acc: 0.485, Base Lr: 3.21e-04
2024-05-13 10:12:55 transreid.train INFO: Epoch[16] Iter[170/186] Loss: 3.419, Acc: 0.505, Base Lr: 3.21e-04
2024-05-13 10:12:57 transreid.train INFO: Epoch[16] Iter[180/186] Loss: 3.321, Acc: 0.528, Base Lr: 3.21e-04
2024-05-13 10:12:58 transreid.train INFO: Epoch 16 done. Time per epoch: 39.498[s] Speed: 296.5[samples/s]
2024-05-13 10:13:01 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 3.731, Acc: 0.388, Base Lr: 3.41e-04
2024-05-13 10:13:03 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 3.784, Acc: 0.374, Base Lr: 3.41e-04
2024-05-13 10:13:05 transreid.train INFO: Epoch[17] Iter[30/186] Loss: 3.825, Acc: 0.365, Base Lr: 3.41e-04
2024-05-13 10:13:07 transreid.train INFO: Epoch[17] Iter[40/186] Loss: 3.801, Acc: 0.366, Base Lr: 3.41e-04
2024-05-13 10:13:09 transreid.train INFO: Epoch[17] Iter[50/186] Loss: 3.782, Acc: 0.378, Base Lr: 3.41e-04
2024-05-13 10:13:11 transreid.train INFO: Epoch[17] Iter[60/186] Loss: 3.752, Acc: 0.388, Base Lr: 3.41e-04
2024-05-13 10:13:13 transreid.train INFO: Epoch[17] Iter[70/186] Loss: 3.696, Acc: 0.403, Base Lr: 3.41e-04
2024-05-13 10:13:15 transreid.train INFO: Epoch[17] Iter[80/186] Loss: 3.659, Acc: 0.410, Base Lr: 3.41e-04
2024-05-13 10:13:18 transreid.train INFO: Epoch[17] Iter[90/186] Loss: 3.603, Acc: 0.420, Base Lr: 3.41e-04
2024-05-13 10:13:20 transreid.train INFO: Epoch[17] Iter[100/186] Loss: 3.542, Acc: 0.437, Base Lr: 3.41e-04
2024-05-13 10:13:22 transreid.train INFO: Epoch[17] Iter[110/186] Loss: 3.494, Acc: 0.449, Base Lr: 3.41e-04
2024-05-13 10:13:24 transreid.train INFO: Epoch[17] Iter[120/186] Loss: 3.452, Acc: 0.462, Base Lr: 3.41e-04
2024-05-13 10:13:26 transreid.train INFO: Epoch[17] Iter[130/186] Loss: 3.385, Acc: 0.478, Base Lr: 3.41e-04
2024-05-13 10:13:28 transreid.train INFO: Epoch[17] Iter[140/186] Loss: 3.319, Acc: 0.494, Base Lr: 3.41e-04
2024-05-13 10:13:30 transreid.train INFO: Epoch[17] Iter[150/186] Loss: 3.259, Acc: 0.508, Base Lr: 3.41e-04
2024-05-13 10:13:32 transreid.train INFO: Epoch[17] Iter[160/186] Loss: 3.196, Acc: 0.523, Base Lr: 3.41e-04
2024-05-13 10:13:35 transreid.train INFO: Epoch[17] Iter[170/186] Loss: 3.107, Acc: 0.542, Base Lr: 3.41e-04
2024-05-13 10:13:37 transreid.train INFO: Epoch[17] Iter[180/186] Loss: 3.011, Acc: 0.564, Base Lr: 3.41e-04
2024-05-13 10:13:37 transreid.train INFO: Epoch 17 done. Time per epoch: 39.575[s] Speed: 295.9[samples/s]
2024-05-13 10:13:40 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 3.837, Acc: 0.350, Base Lr: 3.60e-04
2024-05-13 10:13:42 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 3.908, Acc: 0.353, Base Lr: 3.60e-04
2024-05-13 10:13:44 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 3.774, Acc: 0.386, Base Lr: 3.60e-04
2024-05-13 10:13:47 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 3.725, Acc: 0.408, Base Lr: 3.60e-04
2024-05-13 10:13:49 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 3.657, Acc: 0.414, Base Lr: 3.60e-04
2024-05-13 10:13:51 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 3.637, Acc: 0.418, Base Lr: 3.60e-04
2024-05-13 10:13:53 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 3.547, Acc: 0.433, Base Lr: 3.60e-04
2024-05-13 10:13:55 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 3.481, Acc: 0.446, Base Lr: 3.60e-04
2024-05-13 10:13:57 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 3.401, Acc: 0.461, Base Lr: 3.60e-04
2024-05-13 10:13:59 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 3.334, Acc: 0.472, Base Lr: 3.60e-04
2024-05-13 10:14:01 transreid.train INFO: Epoch[18] Iter[110/186] Loss: 3.263, Acc: 0.489, Base Lr: 3.60e-04
2024-05-13 10:14:03 transreid.train INFO: Epoch[18] Iter[120/186] Loss: 3.209, Acc: 0.502, Base Lr: 3.60e-04
2024-05-13 10:14:06 transreid.train INFO: Epoch[18] Iter[130/186] Loss: 3.129, Acc: 0.521, Base Lr: 3.60e-04
2024-05-13 10:14:08 transreid.train INFO: Epoch[18] Iter[140/186] Loss: 3.047, Acc: 0.542, Base Lr: 3.60e-04
2024-05-13 10:14:10 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 2.966, Acc: 0.559, Base Lr: 3.60e-04
2024-05-13 10:14:12 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 2.888, Acc: 0.577, Base Lr: 3.60e-04
2024-05-13 10:14:14 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 2.812, Acc: 0.595, Base Lr: 3.60e-04
2024-05-13 10:14:16 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 2.725, Acc: 0.612, Base Lr: 3.60e-04
2024-05-13 10:14:17 transreid.train INFO: Epoch 18 done. Time per epoch: 39.484[s] Speed: 296.6[samples/s]
2024-05-13 10:14:20 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 3.485, Acc: 0.450, Base Lr: 3.80e-04
2024-05-13 10:14:22 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 3.576, Acc: 0.408, Base Lr: 3.80e-04
2024-05-13 10:14:24 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 3.495, Acc: 0.420, Base Lr: 3.80e-04
2024-05-13 10:14:26 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 3.420, Acc: 0.441, Base Lr: 3.80e-04
2024-05-13 10:14:28 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 3.408, Acc: 0.442, Base Lr: 3.80e-04
2024-05-13 10:14:30 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 3.300, Acc: 0.464, Base Lr: 3.80e-04
2024-05-13 10:14:32 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 3.249, Acc: 0.482, Base Lr: 3.80e-04
2024-05-13 10:14:35 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 3.174, Acc: 0.499, Base Lr: 3.80e-04
2024-05-13 10:14:37 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 3.127, Acc: 0.512, Base Lr: 3.80e-04
2024-05-13 10:14:39 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 3.077, Acc: 0.525, Base Lr: 3.80e-04
2024-05-13 10:14:41 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 3.012, Acc: 0.540, Base Lr: 3.80e-04
2024-05-13 10:14:43 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 2.949, Acc: 0.550, Base Lr: 3.80e-04
2024-05-13 10:14:45 transreid.train INFO: Epoch[19] Iter[130/186] Loss: 2.897, Acc: 0.562, Base Lr: 3.80e-04
2024-05-13 10:14:47 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 2.833, Acc: 0.578, Base Lr: 3.80e-04
2024-05-13 10:14:49 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 2.752, Acc: 0.596, Base Lr: 3.80e-04
2024-05-13 10:14:52 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 2.676, Acc: 0.614, Base Lr: 3.80e-04
2024-05-13 10:14:54 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 2.592, Acc: 0.633, Base Lr: 3.80e-04
2024-05-13 10:14:56 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 2.500, Acc: 0.651, Base Lr: 3.80e-04
2024-05-13 10:14:57 transreid.train INFO: Epoch 19 done. Time per epoch: 39.800[s] Speed: 295.9[samples/s]
2024-05-13 10:14:59 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 3.033, Acc: 0.522, Base Lr: 3.73e-04
2024-05-13 10:15:02 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 3.070, Acc: 0.514, Base Lr: 3.73e-04
2024-05-13 10:15:04 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 3.123, Acc: 0.503, Base Lr: 3.73e-04
2024-05-13 10:15:06 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 3.070, Acc: 0.504, Base Lr: 3.73e-04
2024-05-13 10:15:08 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 3.004, Acc: 0.517, Base Lr: 3.73e-04
2024-05-13 10:15:10 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 2.956, Acc: 0.530, Base Lr: 3.73e-04
2024-05-13 10:15:12 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 2.924, Acc: 0.536, Base Lr: 3.73e-04
2024-05-13 10:15:14 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 2.843, Acc: 0.553, Base Lr: 3.73e-04
2024-05-13 10:15:17 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 2.784, Acc: 0.567, Base Lr: 3.73e-04
2024-05-13 10:15:19 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 2.730, Acc: 0.578, Base Lr: 3.73e-04
2024-05-13 10:15:21 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 2.654, Acc: 0.597, Base Lr: 3.73e-04
2024-05-13 10:15:23 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 2.607, Acc: 0.610, Base Lr: 3.73e-04
2024-05-13 10:15:25 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 2.551, Acc: 0.622, Base Lr: 3.73e-04
2024-05-13 10:15:27 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 2.510, Acc: 0.634, Base Lr: 3.73e-04
2024-05-13 10:15:29 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 2.455, Acc: 0.645, Base Lr: 3.73e-04
2024-05-13 10:15:31 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 2.391, Acc: 0.658, Base Lr: 3.73e-04
2024-05-13 10:15:34 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 2.321, Acc: 0.672, Base Lr: 3.73e-04
2024-05-13 10:15:36 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 2.237, Acc: 0.688, Base Lr: 3.73e-04
2024-05-13 10:15:36 transreid.train INFO: Epoch 20 done. Time per epoch: 39.701[s] Speed: 295.0[samples/s]
2024-05-13 10:16:30 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 10:16:30 transreid.train INFO: mAP: 90.0%
2024-05-13 10:16:30 transreid.train INFO: CMC curve, Rank-1  :95.5%
2024-05-13 10:16:30 transreid.train INFO: CMC curve, Rank-5  :98.5%
2024-05-13 10:16:30 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-05-13 10:16:34 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 3.069, Acc: 0.505, Base Lr: 3.71e-04
2024-05-13 10:16:36 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 3.000, Acc: 0.495, Base Lr: 3.71e-04
2024-05-13 10:16:38 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 3.010, Acc: 0.492, Base Lr: 3.71e-04
2024-05-13 10:16:40 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 2.950, Acc: 0.506, Base Lr: 3.71e-04
2024-05-13 10:16:42 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 2.855, Acc: 0.527, Base Lr: 3.71e-04
2024-05-13 10:16:45 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 2.766, Acc: 0.552, Base Lr: 3.71e-04
2024-05-13 10:16:47 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 2.699, Acc: 0.565, Base Lr: 3.71e-04
2024-05-13 10:16:49 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 2.646, Acc: 0.578, Base Lr: 3.71e-04
2024-05-13 10:16:51 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 2.572, Acc: 0.590, Base Lr: 3.71e-04
2024-05-13 10:16:53 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 2.500, Acc: 0.607, Base Lr: 3.71e-04
2024-05-13 10:16:55 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 2.450, Acc: 0.623, Base Lr: 3.71e-04
2024-05-13 10:16:57 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 2.402, Acc: 0.634, Base Lr: 3.71e-04
2024-05-13 10:16:59 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 2.336, Acc: 0.649, Base Lr: 3.71e-04
2024-05-13 10:17:02 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 2.278, Acc: 0.662, Base Lr: 3.71e-04
2024-05-13 10:17:04 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 2.206, Acc: 0.680, Base Lr: 3.71e-04
2024-05-13 10:17:06 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 2.136, Acc: 0.695, Base Lr: 3.71e-04
2024-05-13 10:17:08 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 2.066, Acc: 0.710, Base Lr: 3.71e-04
2024-05-13 10:17:10 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 1.998, Acc: 0.724, Base Lr: 3.71e-04
2024-05-13 10:17:11 transreid.train INFO: Epoch 21 done. Time per epoch: 40.536[s] Speed: 290.5[samples/s]
2024-05-13 10:17:14 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 2.835, Acc: 0.514, Base Lr: 3.68e-04
2024-05-13 10:17:16 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 2.918, Acc: 0.497, Base Lr: 3.68e-04
2024-05-13 10:17:18 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 2.752, Acc: 0.537, Base Lr: 3.68e-04
2024-05-13 10:17:20 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 2.655, Acc: 0.557, Base Lr: 3.68e-04
2024-05-13 10:17:22 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 2.608, Acc: 0.575, Base Lr: 3.68e-04
2024-05-13 10:17:25 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 2.533, Acc: 0.593, Base Lr: 3.68e-04
2024-05-13 10:17:27 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 2.503, Acc: 0.598, Base Lr: 3.68e-04
2024-05-13 10:17:29 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 2.462, Acc: 0.609, Base Lr: 3.68e-04
2024-05-13 10:17:31 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 2.376, Acc: 0.631, Base Lr: 3.68e-04
2024-05-13 10:17:33 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 2.314, Acc: 0.647, Base Lr: 3.68e-04
2024-05-13 10:17:35 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 2.237, Acc: 0.664, Base Lr: 3.68e-04
2024-05-13 10:17:37 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 2.173, Acc: 0.679, Base Lr: 3.68e-04
2024-05-13 10:17:39 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 2.111, Acc: 0.691, Base Lr: 3.68e-04
2024-05-13 10:17:42 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 2.055, Acc: 0.704, Base Lr: 3.68e-04
2024-05-13 10:17:44 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 1.995, Acc: 0.716, Base Lr: 3.68e-04
2024-05-13 10:17:46 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 1.937, Acc: 0.729, Base Lr: 3.68e-04
2024-05-13 10:17:48 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 1.874, Acc: 0.742, Base Lr: 3.68e-04
2024-05-13 10:17:50 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 1.804, Acc: 0.756, Base Lr: 3.68e-04
2024-05-13 10:17:51 transreid.train INFO: Epoch 22 done. Time per epoch: 39.699[s] Speed: 295.0[samples/s]
2024-05-13 10:17:54 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 2.664, Acc: 0.559, Base Lr: 3.65e-04
2024-05-13 10:17:56 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 2.668, Acc: 0.559, Base Lr: 3.65e-04
2024-05-13 10:17:58 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 2.558, Acc: 0.574, Base Lr: 3.65e-04
2024-05-13 10:18:00 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 2.499, Acc: 0.591, Base Lr: 3.65e-04
2024-05-13 10:18:02 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 2.423, Acc: 0.604, Base Lr: 3.65e-04
2024-05-13 10:18:04 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 2.362, Acc: 0.622, Base Lr: 3.65e-04
2024-05-13 10:18:06 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 2.313, Acc: 0.633, Base Lr: 3.65e-04
2024-05-13 10:18:08 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 2.250, Acc: 0.650, Base Lr: 3.65e-04
2024-05-13 10:18:11 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 2.182, Acc: 0.665, Base Lr: 3.65e-04
2024-05-13 10:18:13 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 2.122, Acc: 0.680, Base Lr: 3.65e-04
2024-05-13 10:18:15 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 2.055, Acc: 0.696, Base Lr: 3.65e-04
2024-05-13 10:18:17 transreid.train INFO: Epoch[23] Iter[120/186] Loss: 2.003, Acc: 0.707, Base Lr: 3.65e-04
2024-05-13 10:18:19 transreid.train INFO: Epoch[23] Iter[130/186] Loss: 1.951, Acc: 0.719, Base Lr: 3.65e-04
2024-05-13 10:18:21 transreid.train INFO: Epoch[23] Iter[140/186] Loss: 1.883, Acc: 0.734, Base Lr: 3.65e-04
2024-05-13 10:18:23 transreid.train INFO: Epoch[23] Iter[150/186] Loss: 1.838, Acc: 0.745, Base Lr: 3.65e-04
2024-05-13 10:18:25 transreid.train INFO: Epoch[23] Iter[160/186] Loss: 1.795, Acc: 0.755, Base Lr: 3.65e-04
2024-05-13 10:18:28 transreid.train INFO: Epoch[23] Iter[170/186] Loss: 1.738, Acc: 0.767, Base Lr: 3.65e-04
2024-05-13 10:18:30 transreid.train INFO: Epoch[23] Iter[180/186] Loss: 1.676, Acc: 0.778, Base Lr: 3.65e-04
2024-05-13 10:18:30 transreid.train INFO: Epoch 23 done. Time per epoch: 39.738[s] Speed: 294.7[samples/s]
2024-05-13 10:18:33 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 2.482, Acc: 0.569, Base Lr: 3.62e-04
2024-05-13 10:18:35 transreid.train INFO: Epoch[24] Iter[20/186] Loss: 2.530, Acc: 0.572, Base Lr: 3.62e-04
2024-05-13 10:18:37 transreid.train INFO: Epoch[24] Iter[30/186] Loss: 2.380, Acc: 0.601, Base Lr: 3.62e-04
2024-05-13 10:18:40 transreid.train INFO: Epoch[24] Iter[40/186] Loss: 2.347, Acc: 0.609, Base Lr: 3.62e-04
2024-05-13 10:18:42 transreid.train INFO: Epoch[24] Iter[50/186] Loss: 2.272, Acc: 0.631, Base Lr: 3.62e-04
2024-05-13 10:18:44 transreid.train INFO: Epoch[24] Iter[60/186] Loss: 2.252, Acc: 0.640, Base Lr: 3.62e-04
2024-05-13 10:18:46 transreid.train INFO: Epoch[24] Iter[70/186] Loss: 2.198, Acc: 0.652, Base Lr: 3.62e-04
2024-05-13 10:18:48 transreid.train INFO: Epoch[24] Iter[80/186] Loss: 2.129, Acc: 0.667, Base Lr: 3.62e-04
2024-05-13 10:18:50 transreid.train INFO: Epoch[24] Iter[90/186] Loss: 2.063, Acc: 0.683, Base Lr: 3.62e-04
2024-05-13 10:18:52 transreid.train INFO: Epoch[24] Iter[100/186] Loss: 2.005, Acc: 0.695, Base Lr: 3.62e-04
2024-05-13 10:18:54 transreid.train INFO: Epoch[24] Iter[110/186] Loss: 1.934, Acc: 0.712, Base Lr: 3.62e-04
2024-05-13 10:18:57 transreid.train INFO: Epoch[24] Iter[120/186] Loss: 1.883, Acc: 0.725, Base Lr: 3.62e-04
2024-05-13 10:18:59 transreid.train INFO: Epoch[24] Iter[130/186] Loss: 1.824, Acc: 0.739, Base Lr: 3.62e-04
2024-05-13 10:19:01 transreid.train INFO: Epoch[24] Iter[140/186] Loss: 1.777, Acc: 0.749, Base Lr: 3.62e-04
2024-05-13 10:19:03 transreid.train INFO: Epoch[24] Iter[150/186] Loss: 1.719, Acc: 0.761, Base Lr: 3.62e-04
2024-05-13 10:19:05 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 1.659, Acc: 0.772, Base Lr: 3.62e-04
2024-05-13 10:19:07 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 1.601, Acc: 0.783, Base Lr: 3.62e-04
2024-05-13 10:19:09 transreid.train INFO: Epoch[24] Iter[180/186] Loss: 1.539, Acc: 0.794, Base Lr: 3.62e-04
2024-05-13 10:19:10 transreid.train INFO: Epoch 24 done. Time per epoch: 39.796[s] Speed: 295.9[samples/s]
2024-05-13 10:19:13 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 2.389, Acc: 0.606, Base Lr: 3.59e-04
2024-05-13 10:19:15 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 2.208, Acc: 0.643, Base Lr: 3.59e-04
2024-05-13 10:19:17 transreid.train INFO: Epoch[25] Iter[30/186] Loss: 2.154, Acc: 0.649, Base Lr: 3.59e-04
2024-05-13 10:19:20 transreid.train INFO: Epoch[25] Iter[40/186] Loss: 2.119, Acc: 0.662, Base Lr: 3.59e-04
2024-05-13 10:19:22 transreid.train INFO: Epoch[25] Iter[50/186] Loss: 2.053, Acc: 0.677, Base Lr: 3.59e-04
2024-05-13 10:19:24 transreid.train INFO: Epoch[25] Iter[60/186] Loss: 1.989, Acc: 0.692, Base Lr: 3.59e-04
2024-05-13 10:19:26 transreid.train INFO: Epoch[25] Iter[70/186] Loss: 1.943, Acc: 0.703, Base Lr: 3.59e-04
2024-05-13 10:19:28 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 1.887, Acc: 0.716, Base Lr: 3.59e-04
2024-05-13 10:19:30 transreid.train INFO: Epoch[25] Iter[90/186] Loss: 1.864, Acc: 0.722, Base Lr: 3.59e-04
2024-05-13 10:19:32 transreid.train INFO: Epoch[25] Iter[100/186] Loss: 1.810, Acc: 0.736, Base Lr: 3.59e-04
2024-05-13 10:19:34 transreid.train INFO: Epoch[25] Iter[110/186] Loss: 1.751, Acc: 0.748, Base Lr: 3.59e-04
2024-05-13 10:19:37 transreid.train INFO: Epoch[25] Iter[120/186] Loss: 1.699, Acc: 0.760, Base Lr: 3.59e-04
2024-05-13 10:19:39 transreid.train INFO: Epoch[25] Iter[130/186] Loss: 1.654, Acc: 0.770, Base Lr: 3.59e-04
2024-05-13 10:19:41 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 1.606, Acc: 0.780, Base Lr: 3.59e-04
2024-05-13 10:19:43 transreid.train INFO: Epoch[25] Iter[150/186] Loss: 1.570, Acc: 0.788, Base Lr: 3.59e-04
2024-05-13 10:19:45 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 1.512, Acc: 0.798, Base Lr: 3.59e-04
2024-05-13 10:19:47 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 1.459, Acc: 0.807, Base Lr: 3.59e-04
2024-05-13 10:19:49 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 1.403, Acc: 0.817, Base Lr: 3.59e-04
2024-05-13 10:19:50 transreid.train INFO: Epoch 25 done. Time per epoch: 39.728[s] Speed: 294.8[samples/s]
2024-05-13 10:19:53 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 2.261, Acc: 0.630, Base Lr: 3.56e-04
2024-05-13 10:19:55 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 2.202, Acc: 0.636, Base Lr: 3.56e-04
2024-05-13 10:19:57 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 2.150, Acc: 0.641, Base Lr: 3.56e-04
2024-05-13 10:19:59 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 2.052, Acc: 0.666, Base Lr: 3.56e-04
2024-05-13 10:20:01 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 1.999, Acc: 0.676, Base Lr: 3.56e-04
2024-05-13 10:20:03 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 1.960, Acc: 0.683, Base Lr: 3.56e-04
2024-05-13 10:20:06 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 1.897, Acc: 0.695, Base Lr: 3.56e-04
2024-05-13 10:20:08 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 1.846, Acc: 0.710, Base Lr: 3.56e-04
2024-05-13 10:20:10 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 1.772, Acc: 0.728, Base Lr: 3.56e-04
2024-05-13 10:20:12 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 1.723, Acc: 0.740, Base Lr: 3.56e-04
2024-05-13 10:20:14 transreid.train INFO: Epoch[26] Iter[110/186] Loss: 1.666, Acc: 0.753, Base Lr: 3.56e-04
2024-05-13 10:20:16 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 1.612, Acc: 0.765, Base Lr: 3.56e-04
2024-05-13 10:20:18 transreid.train INFO: Epoch[26] Iter[130/186] Loss: 1.550, Acc: 0.778, Base Lr: 3.56e-04
2024-05-13 10:20:20 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 1.504, Acc: 0.789, Base Lr: 3.56e-04
2024-05-13 10:20:22 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 1.448, Acc: 0.801, Base Lr: 3.56e-04
2024-05-13 10:20:25 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 1.395, Acc: 0.812, Base Lr: 3.56e-04
2024-05-13 10:20:27 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 1.345, Acc: 0.821, Base Lr: 3.56e-04
2024-05-13 10:20:29 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 1.294, Acc: 0.830, Base Lr: 3.56e-04
2024-05-13 10:20:30 transreid.train INFO: Epoch 26 done. Time per epoch: 39.586[s] Speed: 295.9[samples/s]
2024-05-13 10:20:32 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 2.171, Acc: 0.627, Base Lr: 3.52e-04
2024-05-13 10:20:35 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 2.061, Acc: 0.645, Base Lr: 3.52e-04
2024-05-13 10:20:37 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 2.003, Acc: 0.663, Base Lr: 3.52e-04
2024-05-13 10:20:39 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 1.902, Acc: 0.687, Base Lr: 3.52e-04
2024-05-13 10:20:41 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 1.829, Acc: 0.706, Base Lr: 3.52e-04
2024-05-13 10:20:43 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 1.750, Acc: 0.727, Base Lr: 3.52e-04
2024-05-13 10:20:45 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 1.693, Acc: 0.740, Base Lr: 3.52e-04
2024-05-13 10:20:47 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 1.636, Acc: 0.754, Base Lr: 3.52e-04
2024-05-13 10:20:49 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 1.584, Acc: 0.765, Base Lr: 3.52e-04
2024-05-13 10:20:52 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 1.543, Acc: 0.777, Base Lr: 3.52e-04
2024-05-13 10:20:54 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 1.493, Acc: 0.789, Base Lr: 3.52e-04
2024-05-13 10:20:56 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 1.443, Acc: 0.801, Base Lr: 3.52e-04
2024-05-13 10:20:58 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 1.402, Acc: 0.810, Base Lr: 3.52e-04
2024-05-13 10:21:00 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 1.361, Acc: 0.817, Base Lr: 3.52e-04
2024-05-13 10:21:02 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 1.323, Acc: 0.825, Base Lr: 3.52e-04
2024-05-13 10:21:04 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 1.277, Acc: 0.834, Base Lr: 3.52e-04
2024-05-13 10:21:06 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 1.231, Acc: 0.842, Base Lr: 3.52e-04
2024-05-13 10:21:09 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 1.183, Acc: 0.851, Base Lr: 3.52e-04
2024-05-13 10:21:09 transreid.train INFO: Epoch 27 done. Time per epoch: 39.775[s] Speed: 294.5[samples/s]
2024-05-13 10:21:12 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 1.879, Acc: 0.686, Base Lr: 3.49e-04
2024-05-13 10:21:14 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 1.776, Acc: 0.723, Base Lr: 3.49e-04
2024-05-13 10:21:16 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 1.757, Acc: 0.722, Base Lr: 3.49e-04
2024-05-13 10:21:18 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 1.725, Acc: 0.731, Base Lr: 3.49e-04
2024-05-13 10:21:21 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 1.664, Acc: 0.738, Base Lr: 3.49e-04
2024-05-13 10:21:23 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 1.657, Acc: 0.742, Base Lr: 3.49e-04
2024-05-13 10:21:25 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 1.624, Acc: 0.750, Base Lr: 3.49e-04
2024-05-13 10:21:27 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 1.565, Acc: 0.765, Base Lr: 3.49e-04
2024-05-13 10:21:29 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 1.497, Acc: 0.779, Base Lr: 3.49e-04
2024-05-13 10:21:31 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 1.441, Acc: 0.792, Base Lr: 3.49e-04
2024-05-13 10:21:33 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 1.391, Acc: 0.804, Base Lr: 3.49e-04
2024-05-13 10:21:35 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 1.346, Acc: 0.813, Base Lr: 3.49e-04
2024-05-13 10:21:38 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 1.307, Acc: 0.821, Base Lr: 3.49e-04
2024-05-13 10:21:40 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 1.264, Acc: 0.830, Base Lr: 3.49e-04
2024-05-13 10:21:42 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 1.226, Acc: 0.838, Base Lr: 3.49e-04
2024-05-13 10:21:44 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 1.190, Acc: 0.846, Base Lr: 3.49e-04
2024-05-13 10:21:46 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 1.156, Acc: 0.852, Base Lr: 3.49e-04
2024-05-13 10:21:48 transreid.train INFO: Epoch[28] Iter[180/186] Loss: 1.117, Acc: 0.859, Base Lr: 3.49e-04
2024-05-13 10:21:49 transreid.train INFO: Epoch 28 done. Time per epoch: 39.600[s] Speed: 295.8[samples/s]
2024-05-13 10:21:52 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 2.052, Acc: 0.641, Base Lr: 3.45e-04
2024-05-13 10:21:54 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 1.957, Acc: 0.679, Base Lr: 3.45e-04
2024-05-13 10:21:56 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 1.823, Acc: 0.710, Base Lr: 3.45e-04
2024-05-13 10:21:58 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 1.763, Acc: 0.726, Base Lr: 3.45e-04
2024-05-13 10:22:00 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 1.651, Acc: 0.747, Base Lr: 3.45e-04
2024-05-13 10:22:02 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 1.586, Acc: 0.760, Base Lr: 3.45e-04
2024-05-13 10:22:04 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 1.526, Acc: 0.776, Base Lr: 3.45e-04
2024-05-13 10:22:07 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 1.470, Acc: 0.786, Base Lr: 3.45e-04
2024-05-13 10:22:09 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 1.422, Acc: 0.794, Base Lr: 3.45e-04
2024-05-13 10:22:11 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 1.366, Acc: 0.806, Base Lr: 3.45e-04
2024-05-13 10:22:13 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 1.321, Acc: 0.815, Base Lr: 3.45e-04
2024-05-13 10:22:15 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 1.275, Acc: 0.825, Base Lr: 3.45e-04
2024-05-13 10:22:17 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 1.227, Acc: 0.835, Base Lr: 3.45e-04
2024-05-13 10:22:19 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 1.188, Acc: 0.843, Base Lr: 3.45e-04
2024-05-13 10:22:21 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 1.148, Acc: 0.850, Base Lr: 3.45e-04
2024-05-13 10:22:23 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 1.105, Acc: 0.859, Base Lr: 3.45e-04
2024-05-13 10:22:26 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 1.067, Acc: 0.866, Base Lr: 3.45e-04
2024-05-13 10:22:28 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 1.025, Acc: 0.873, Base Lr: 3.45e-04
2024-05-13 10:22:28 transreid.train INFO: Epoch 29 done. Time per epoch: 39.501[s] Speed: 296.5[samples/s]
2024-05-13 10:22:31 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 1.587, Acc: 0.759, Base Lr: 3.42e-04
2024-05-13 10:22:33 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 1.524, Acc: 0.768, Base Lr: 3.42e-04
2024-05-13 10:22:36 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 1.512, Acc: 0.766, Base Lr: 3.42e-04
2024-05-13 10:22:38 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 1.493, Acc: 0.765, Base Lr: 3.42e-04
2024-05-13 10:22:40 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 1.478, Acc: 0.772, Base Lr: 3.42e-04
2024-05-13 10:22:42 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 1.431, Acc: 0.785, Base Lr: 3.42e-04
2024-05-13 10:22:44 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 1.403, Acc: 0.794, Base Lr: 3.42e-04
2024-05-13 10:22:46 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 1.379, Acc: 0.801, Base Lr: 3.42e-04
2024-05-13 10:22:48 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 1.327, Acc: 0.812, Base Lr: 3.42e-04
2024-05-13 10:22:50 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 1.278, Acc: 0.821, Base Lr: 3.42e-04
2024-05-13 10:22:53 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 1.234, Acc: 0.832, Base Lr: 3.42e-04
2024-05-13 10:22:55 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 1.199, Acc: 0.838, Base Lr: 3.42e-04
2024-05-13 10:22:57 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 1.156, Acc: 0.848, Base Lr: 3.42e-04
2024-05-13 10:22:59 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 1.113, Acc: 0.856, Base Lr: 3.42e-04
2024-05-13 10:23:01 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 1.072, Acc: 0.864, Base Lr: 3.42e-04
2024-05-13 10:23:03 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 1.037, Acc: 0.871, Base Lr: 3.42e-04
2024-05-13 10:23:05 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.999, Acc: 0.876, Base Lr: 3.42e-04
2024-05-13 10:23:07 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.963, Acc: 0.883, Base Lr: 3.42e-04
2024-05-13 10:23:08 transreid.train INFO: Epoch 30 done. Time per epoch: 39.905[s] Speed: 295.1[samples/s]
2024-05-13 10:23:11 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 1.498, Acc: 0.795, Base Lr: 3.38e-04
2024-05-13 10:23:13 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 1.570, Acc: 0.781, Base Lr: 3.38e-04
2024-05-13 10:23:15 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 1.541, Acc: 0.779, Base Lr: 3.38e-04
2024-05-13 10:23:17 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 1.498, Acc: 0.780, Base Lr: 3.38e-04
2024-05-13 10:23:20 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 1.453, Acc: 0.787, Base Lr: 3.38e-04
2024-05-13 10:23:22 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 1.393, Acc: 0.799, Base Lr: 3.38e-04
2024-05-13 10:23:24 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 1.349, Acc: 0.810, Base Lr: 3.38e-04
2024-05-13 10:23:26 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 1.277, Acc: 0.824, Base Lr: 3.38e-04
2024-05-13 10:23:28 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 1.251, Acc: 0.827, Base Lr: 3.38e-04
2024-05-13 10:23:30 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 1.206, Acc: 0.839, Base Lr: 3.38e-04
2024-05-13 10:23:32 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 1.163, Acc: 0.848, Base Lr: 3.38e-04
2024-05-13 10:23:34 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 1.123, Acc: 0.856, Base Lr: 3.38e-04
2024-05-13 10:23:37 transreid.train INFO: Epoch[31] Iter[130/186] Loss: 1.088, Acc: 0.862, Base Lr: 3.38e-04
2024-05-13 10:23:39 transreid.train INFO: Epoch[31] Iter[140/186] Loss: 1.045, Acc: 0.870, Base Lr: 3.38e-04
2024-05-13 10:23:41 transreid.train INFO: Epoch[31] Iter[150/186] Loss: 1.008, Acc: 0.877, Base Lr: 3.38e-04
2024-05-13 10:23:43 transreid.train INFO: Epoch[31] Iter[160/186] Loss: 0.978, Acc: 0.883, Base Lr: 3.38e-04
2024-05-13 10:23:45 transreid.train INFO: Epoch[31] Iter[170/186] Loss: 0.940, Acc: 0.889, Base Lr: 3.38e-04
2024-05-13 10:23:47 transreid.train INFO: Epoch[31] Iter[180/186] Loss: 0.907, Acc: 0.895, Base Lr: 3.38e-04
2024-05-13 10:23:48 transreid.train INFO: Epoch 31 done. Time per epoch: 39.257[s] Speed: 296.7[samples/s]
2024-05-13 10:23:50 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 1.543, Acc: 0.758, Base Lr: 3.34e-04
2024-05-13 10:23:53 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 1.529, Acc: 0.776, Base Lr: 3.34e-04
2024-05-13 10:23:55 transreid.train INFO: Epoch[32] Iter[30/186] Loss: 1.503, Acc: 0.781, Base Lr: 3.34e-04
2024-05-13 10:23:57 transreid.train INFO: Epoch[32] Iter[40/186] Loss: 1.402, Acc: 0.803, Base Lr: 3.34e-04
2024-05-13 10:23:59 transreid.train INFO: Epoch[32] Iter[50/186] Loss: 1.364, Acc: 0.810, Base Lr: 3.34e-04
2024-05-13 10:24:01 transreid.train INFO: Epoch[32] Iter[60/186] Loss: 1.309, Acc: 0.818, Base Lr: 3.34e-04
2024-05-13 10:24:03 transreid.train INFO: Epoch[32] Iter[70/186] Loss: 1.256, Acc: 0.828, Base Lr: 3.34e-04
2024-05-13 10:24:05 transreid.train INFO: Epoch[32] Iter[80/186] Loss: 1.215, Acc: 0.836, Base Lr: 3.34e-04
2024-05-13 10:24:07 transreid.train INFO: Epoch[32] Iter[90/186] Loss: 1.172, Acc: 0.843, Base Lr: 3.34e-04
2024-05-13 10:24:09 transreid.train INFO: Epoch[32] Iter[100/186] Loss: 1.130, Acc: 0.853, Base Lr: 3.34e-04
2024-05-13 10:24:12 transreid.train INFO: Epoch[32] Iter[110/186] Loss: 1.097, Acc: 0.859, Base Lr: 3.34e-04
2024-05-13 10:24:14 transreid.train INFO: Epoch[32] Iter[120/186] Loss: 1.056, Acc: 0.866, Base Lr: 3.34e-04
2024-05-13 10:24:16 transreid.train INFO: Epoch[32] Iter[130/186] Loss: 1.013, Acc: 0.874, Base Lr: 3.34e-04
2024-05-13 10:24:18 transreid.train INFO: Epoch[32] Iter[140/186] Loss: 0.981, Acc: 0.879, Base Lr: 3.34e-04
2024-05-13 10:24:20 transreid.train INFO: Epoch[32] Iter[150/186] Loss: 0.949, Acc: 0.885, Base Lr: 3.34e-04
2024-05-13 10:24:22 transreid.train INFO: Epoch[32] Iter[160/186] Loss: 0.916, Acc: 0.891, Base Lr: 3.34e-04
2024-05-13 10:24:24 transreid.train INFO: Epoch[32] Iter[170/186] Loss: 0.885, Acc: 0.896, Base Lr: 3.34e-04
2024-05-13 10:24:26 transreid.train INFO: Epoch[32] Iter[180/186] Loss: 0.851, Acc: 0.901, Base Lr: 3.34e-04
2024-05-13 10:24:27 transreid.train INFO: Epoch 32 done. Time per epoch: 39.550[s] Speed: 296.1[samples/s]
2024-05-13 10:24:30 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 1.511, Acc: 0.762, Base Lr: 3.30e-04
2024-05-13 10:24:32 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 1.394, Acc: 0.784, Base Lr: 3.30e-04
2024-05-13 10:24:34 transreid.train INFO: Epoch[33] Iter[30/186] Loss: 1.318, Acc: 0.811, Base Lr: 3.30e-04
2024-05-13 10:24:36 transreid.train INFO: Epoch[33] Iter[40/186] Loss: 1.322, Acc: 0.810, Base Lr: 3.30e-04
2024-05-13 10:24:38 transreid.train INFO: Epoch[33] Iter[50/186] Loss: 1.237, Acc: 0.833, Base Lr: 3.30e-04
2024-05-13 10:24:41 transreid.train INFO: Epoch[33] Iter[60/186] Loss: 1.175, Acc: 0.846, Base Lr: 3.30e-04
2024-05-13 10:24:43 transreid.train INFO: Epoch[33] Iter[70/186] Loss: 1.178, Acc: 0.845, Base Lr: 3.30e-04
2024-05-13 10:24:45 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 1.143, Acc: 0.853, Base Lr: 3.30e-04
2024-05-13 10:24:47 transreid.train INFO: Epoch[33] Iter[90/186] Loss: 1.104, Acc: 0.862, Base Lr: 3.30e-04
2024-05-13 10:24:49 transreid.train INFO: Epoch[33] Iter[100/186] Loss: 1.075, Acc: 0.866, Base Lr: 3.30e-04
2024-05-13 10:24:51 transreid.train INFO: Epoch[33] Iter[110/186] Loss: 1.042, Acc: 0.873, Base Lr: 3.30e-04
2024-05-13 10:24:53 transreid.train INFO: Epoch[33] Iter[120/186] Loss: 1.005, Acc: 0.880, Base Lr: 3.30e-04
2024-05-13 10:24:55 transreid.train INFO: Epoch[33] Iter[130/186] Loss: 0.975, Acc: 0.885, Base Lr: 3.30e-04
2024-05-13 10:24:57 transreid.train INFO: Epoch[33] Iter[140/186] Loss: 0.932, Acc: 0.892, Base Lr: 3.30e-04
2024-05-13 10:25:00 transreid.train INFO: Epoch[33] Iter[150/186] Loss: 0.898, Acc: 0.898, Base Lr: 3.30e-04
2024-05-13 10:25:02 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.866, Acc: 0.903, Base Lr: 3.30e-04
2024-05-13 10:25:04 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.835, Acc: 0.907, Base Lr: 3.30e-04
2024-05-13 10:25:06 transreid.train INFO: Epoch[33] Iter[180/186] Loss: 0.808, Acc: 0.911, Base Lr: 3.30e-04
2024-05-13 10:25:07 transreid.train INFO: Epoch 33 done. Time per epoch: 39.686[s] Speed: 296.7[samples/s]
2024-05-13 10:25:10 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 1.477, Acc: 0.755, Base Lr: 3.26e-04
2024-05-13 10:25:12 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 1.447, Acc: 0.766, Base Lr: 3.26e-04
2024-05-13 10:25:14 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 1.373, Acc: 0.790, Base Lr: 3.26e-04
2024-05-13 10:25:16 transreid.train INFO: Epoch[34] Iter[40/186] Loss: 1.268, Acc: 0.811, Base Lr: 3.26e-04
2024-05-13 10:25:18 transreid.train INFO: Epoch[34] Iter[50/186] Loss: 1.231, Acc: 0.822, Base Lr: 3.26e-04
2024-05-13 10:25:20 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 1.166, Acc: 0.831, Base Lr: 3.26e-04
2024-05-13 10:25:22 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 1.123, Acc: 0.841, Base Lr: 3.26e-04
2024-05-13 10:25:24 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 1.070, Acc: 0.854, Base Lr: 3.26e-04
2024-05-13 10:25:27 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 1.025, Acc: 0.864, Base Lr: 3.26e-04
2024-05-13 10:25:29 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 1.000, Acc: 0.870, Base Lr: 3.26e-04
2024-05-13 10:25:31 transreid.train INFO: Epoch[34] Iter[110/186] Loss: 0.963, Acc: 0.878, Base Lr: 3.26e-04
2024-05-13 10:25:33 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.936, Acc: 0.883, Base Lr: 3.26e-04
2024-05-13 10:25:35 transreid.train INFO: Epoch[34] Iter[130/186] Loss: 0.901, Acc: 0.891, Base Lr: 3.26e-04
2024-05-13 10:25:37 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.873, Acc: 0.896, Base Lr: 3.26e-04
2024-05-13 10:25:39 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.848, Acc: 0.901, Base Lr: 3.26e-04
2024-05-13 10:25:41 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.817, Acc: 0.907, Base Lr: 3.26e-04
2024-05-13 10:25:44 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.789, Acc: 0.911, Base Lr: 3.26e-04
2024-05-13 10:25:46 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 0.760, Acc: 0.915, Base Lr: 3.26e-04
2024-05-13 10:25:47 transreid.train INFO: Epoch 34 done. Time per epoch: 39.736[s] Speed: 296.4[samples/s]
2024-05-13 10:25:49 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 1.395, Acc: 0.792, Base Lr: 3.22e-04
2024-05-13 10:25:51 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 1.313, Acc: 0.809, Base Lr: 3.22e-04
2024-05-13 10:25:54 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 1.254, Acc: 0.818, Base Lr: 3.22e-04
2024-05-13 10:25:56 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 1.216, Acc: 0.830, Base Lr: 3.22e-04
2024-05-13 10:25:58 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 1.179, Acc: 0.841, Base Lr: 3.22e-04
2024-05-13 10:26:00 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 1.115, Acc: 0.853, Base Lr: 3.22e-04
2024-05-13 10:26:02 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 1.084, Acc: 0.863, Base Lr: 3.22e-04
2024-05-13 10:26:04 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 1.045, Acc: 0.870, Base Lr: 3.22e-04
2024-05-13 10:26:06 transreid.train INFO: Epoch[35] Iter[90/186] Loss: 1.024, Acc: 0.873, Base Lr: 3.22e-04
2024-05-13 10:26:09 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.980, Acc: 0.882, Base Lr: 3.22e-04
2024-05-13 10:26:11 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.937, Acc: 0.889, Base Lr: 3.22e-04
2024-05-13 10:26:13 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.905, Acc: 0.894, Base Lr: 3.22e-04
2024-05-13 10:26:15 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.875, Acc: 0.900, Base Lr: 3.22e-04
2024-05-13 10:26:17 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.844, Acc: 0.905, Base Lr: 3.22e-04
2024-05-13 10:26:19 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.810, Acc: 0.911, Base Lr: 3.22e-04
2024-05-13 10:26:21 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.784, Acc: 0.914, Base Lr: 3.22e-04
2024-05-13 10:26:23 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.757, Acc: 0.918, Base Lr: 3.22e-04
2024-05-13 10:26:26 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.729, Acc: 0.922, Base Lr: 3.22e-04
2024-05-13 10:26:26 transreid.train INFO: Epoch 35 done. Time per epoch: 39.908[s] Speed: 295.1[samples/s]
2024-05-13 10:26:29 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 1.332, Acc: 0.772, Base Lr: 3.18e-04
2024-05-13 10:26:31 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 1.215, Acc: 0.818, Base Lr: 3.18e-04
2024-05-13 10:26:34 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 1.120, Acc: 0.838, Base Lr: 3.18e-04
2024-05-13 10:26:36 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 1.166, Acc: 0.832, Base Lr: 3.18e-04
2024-05-13 10:26:38 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 1.095, Acc: 0.845, Base Lr: 3.18e-04
2024-05-13 10:26:40 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 1.020, Acc: 0.861, Base Lr: 3.18e-04
2024-05-13 10:26:42 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.992, Acc: 0.866, Base Lr: 3.18e-04
2024-05-13 10:26:44 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.963, Acc: 0.872, Base Lr: 3.18e-04
2024-05-13 10:26:46 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.924, Acc: 0.882, Base Lr: 3.18e-04
2024-05-13 10:26:48 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.888, Acc: 0.889, Base Lr: 3.18e-04
2024-05-13 10:26:50 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.862, Acc: 0.894, Base Lr: 3.18e-04
2024-05-13 10:26:53 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.827, Acc: 0.901, Base Lr: 3.18e-04
2024-05-13 10:26:55 transreid.train INFO: Epoch[36] Iter[130/186] Loss: 0.798, Acc: 0.907, Base Lr: 3.18e-04
2024-05-13 10:26:57 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.767, Acc: 0.913, Base Lr: 3.18e-04
2024-05-13 10:26:59 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.741, Acc: 0.916, Base Lr: 3.18e-04
2024-05-13 10:27:01 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.715, Acc: 0.921, Base Lr: 3.18e-04
2024-05-13 10:27:03 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.690, Acc: 0.925, Base Lr: 3.18e-04
2024-05-13 10:27:05 transreid.train INFO: Epoch[36] Iter[180/186] Loss: 0.664, Acc: 0.928, Base Lr: 3.18e-04
2024-05-13 10:27:06 transreid.train INFO: Epoch 36 done. Time per epoch: 39.757[s] Speed: 296.2[samples/s]
2024-05-13 10:27:09 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 1.313, Acc: 0.791, Base Lr: 3.13e-04
2024-05-13 10:27:11 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 1.231, Acc: 0.804, Base Lr: 3.13e-04
2024-05-13 10:27:13 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 1.134, Acc: 0.828, Base Lr: 3.13e-04
2024-05-13 10:27:15 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 1.079, Acc: 0.839, Base Lr: 3.13e-04
2024-05-13 10:27:18 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 1.007, Acc: 0.854, Base Lr: 3.13e-04
2024-05-13 10:27:20 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.983, Acc: 0.860, Base Lr: 3.13e-04
2024-05-13 10:27:22 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.970, Acc: 0.866, Base Lr: 3.13e-04
2024-05-13 10:27:24 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.933, Acc: 0.874, Base Lr: 3.13e-04
2024-05-13 10:27:26 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.898, Acc: 0.882, Base Lr: 3.13e-04
2024-05-13 10:27:28 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.865, Acc: 0.891, Base Lr: 3.13e-04
2024-05-13 10:27:30 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.830, Acc: 0.898, Base Lr: 3.13e-04
2024-05-13 10:27:32 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.798, Acc: 0.904, Base Lr: 3.13e-04
2024-05-13 10:27:35 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.763, Acc: 0.911, Base Lr: 3.13e-04
2024-05-13 10:27:37 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.741, Acc: 0.916, Base Lr: 3.13e-04
2024-05-13 10:27:39 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.716, Acc: 0.920, Base Lr: 3.13e-04
2024-05-13 10:27:41 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.688, Acc: 0.925, Base Lr: 3.13e-04
2024-05-13 10:27:43 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.661, Acc: 0.928, Base Lr: 3.13e-04
2024-05-13 10:27:45 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.640, Acc: 0.931, Base Lr: 3.13e-04
2024-05-13 10:27:46 transreid.train INFO: Epoch 37 done. Time per epoch: 39.819[s] Speed: 295.7[samples/s]
2024-05-13 10:27:49 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 1.097, Acc: 0.839, Base Lr: 3.09e-04
2024-05-13 10:27:51 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 1.085, Acc: 0.843, Base Lr: 3.09e-04
2024-05-13 10:27:53 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 1.053, Acc: 0.849, Base Lr: 3.09e-04
2024-05-13 10:27:55 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 1.026, Acc: 0.855, Base Lr: 3.09e-04
2024-05-13 10:27:57 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.993, Acc: 0.859, Base Lr: 3.09e-04
2024-05-13 10:27:59 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.938, Acc: 0.870, Base Lr: 3.09e-04
2024-05-13 10:28:02 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.893, Acc: 0.881, Base Lr: 3.09e-04
2024-05-13 10:28:04 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.863, Acc: 0.888, Base Lr: 3.09e-04
2024-05-13 10:28:06 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.828, Acc: 0.896, Base Lr: 3.09e-04
2024-05-13 10:28:08 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.809, Acc: 0.899, Base Lr: 3.09e-04
2024-05-13 10:28:10 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.778, Acc: 0.903, Base Lr: 3.09e-04
2024-05-13 10:28:12 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.751, Acc: 0.909, Base Lr: 3.09e-04
2024-05-13 10:28:14 transreid.train INFO: Epoch[38] Iter[130/186] Loss: 0.725, Acc: 0.914, Base Lr: 3.09e-04
2024-05-13 10:28:16 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.695, Acc: 0.919, Base Lr: 3.09e-04
2024-05-13 10:28:19 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.668, Acc: 0.923, Base Lr: 3.09e-04
2024-05-13 10:28:21 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.645, Acc: 0.928, Base Lr: 3.09e-04
2024-05-13 10:28:23 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.623, Acc: 0.932, Base Lr: 3.09e-04
2024-05-13 10:28:25 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.604, Acc: 0.934, Base Lr: 3.09e-04
2024-05-13 10:28:26 transreid.train INFO: Epoch 38 done. Time per epoch: 39.627[s] Speed: 295.6[samples/s]
2024-05-13 10:28:28 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 1.061, Acc: 0.830, Base Lr: 3.05e-04
2024-05-13 10:28:31 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.976, Acc: 0.854, Base Lr: 3.05e-04
2024-05-13 10:28:33 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.945, Acc: 0.868, Base Lr: 3.05e-04
2024-05-13 10:28:35 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 0.913, Acc: 0.870, Base Lr: 3.05e-04
2024-05-13 10:28:37 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.895, Acc: 0.874, Base Lr: 3.05e-04
2024-05-13 10:28:39 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.880, Acc: 0.879, Base Lr: 3.05e-04
2024-05-13 10:28:41 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.848, Acc: 0.885, Base Lr: 3.05e-04
2024-05-13 10:28:43 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.821, Acc: 0.893, Base Lr: 3.05e-04
2024-05-13 10:28:45 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.782, Acc: 0.900, Base Lr: 3.05e-04
2024-05-13 10:28:48 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.756, Acc: 0.905, Base Lr: 3.05e-04
2024-05-13 10:28:50 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.732, Acc: 0.910, Base Lr: 3.05e-04
2024-05-13 10:28:52 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.701, Acc: 0.916, Base Lr: 3.05e-04
2024-05-13 10:28:54 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.677, Acc: 0.920, Base Lr: 3.05e-04
2024-05-13 10:28:56 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.654, Acc: 0.923, Base Lr: 3.05e-04
2024-05-13 10:28:58 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.629, Acc: 0.927, Base Lr: 3.05e-04
2024-05-13 10:29:00 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.607, Acc: 0.931, Base Lr: 3.05e-04
2024-05-13 10:29:02 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.584, Acc: 0.934, Base Lr: 3.05e-04
2024-05-13 10:29:05 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.563, Acc: 0.937, Base Lr: 3.05e-04
2024-05-13 10:29:05 transreid.train INFO: Epoch 39 done. Time per epoch: 39.583[s] Speed: 295.9[samples/s]
2024-05-13 10:29:08 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.042, Acc: 0.864, Base Lr: 3.00e-04
2024-05-13 10:29:10 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.988, Acc: 0.866, Base Lr: 3.00e-04
2024-05-13 10:29:12 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 1.004, Acc: 0.861, Base Lr: 3.00e-04
2024-05-13 10:29:14 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.966, Acc: 0.862, Base Lr: 3.00e-04
2024-05-13 10:29:17 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.915, Acc: 0.873, Base Lr: 3.00e-04
2024-05-13 10:29:19 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.888, Acc: 0.880, Base Lr: 3.00e-04
2024-05-13 10:29:21 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.851, Acc: 0.887, Base Lr: 3.00e-04
2024-05-13 10:29:23 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.810, Acc: 0.895, Base Lr: 3.00e-04
2024-05-13 10:29:25 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.781, Acc: 0.901, Base Lr: 3.00e-04
2024-05-13 10:29:27 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.753, Acc: 0.906, Base Lr: 3.00e-04
2024-05-13 10:29:29 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.725, Acc: 0.912, Base Lr: 3.00e-04
2024-05-13 10:29:31 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.697, Acc: 0.916, Base Lr: 3.00e-04
2024-05-13 10:29:33 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.670, Acc: 0.921, Base Lr: 3.00e-04
2024-05-13 10:29:36 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.648, Acc: 0.925, Base Lr: 3.00e-04
2024-05-13 10:29:38 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.634, Acc: 0.929, Base Lr: 3.00e-04
2024-05-13 10:29:40 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.610, Acc: 0.933, Base Lr: 3.00e-04
2024-05-13 10:29:42 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.588, Acc: 0.936, Base Lr: 3.00e-04
2024-05-13 10:29:44 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.567, Acc: 0.939, Base Lr: 3.00e-04
2024-05-13 10:29:45 transreid.train INFO: Epoch 40 done. Time per epoch: 39.430[s] Speed: 297.0[samples/s]
2024-05-13 10:30:38 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 10:30:38 transreid.train INFO: mAP: 93.1%
2024-05-13 10:30:38 transreid.train INFO: CMC curve, Rank-1  :96.5%
2024-05-13 10:30:38 transreid.train INFO: CMC curve, Rank-5  :99.0%
2024-05-13 10:30:38 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-05-13 10:30:41 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 1.118, Acc: 0.819, Base Lr: 2.96e-04
2024-05-13 10:30:43 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 1.015, Acc: 0.839, Base Lr: 2.96e-04
2024-05-13 10:30:45 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.975, Acc: 0.847, Base Lr: 2.96e-04
2024-05-13 10:30:47 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.977, Acc: 0.844, Base Lr: 2.96e-04
2024-05-13 10:30:49 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.910, Acc: 0.862, Base Lr: 2.96e-04
2024-05-13 10:30:51 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.871, Acc: 0.871, Base Lr: 2.96e-04
2024-05-13 10:30:54 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.828, Acc: 0.882, Base Lr: 2.96e-04
2024-05-13 10:30:56 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.786, Acc: 0.892, Base Lr: 2.96e-04
2024-05-13 10:30:58 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.742, Acc: 0.901, Base Lr: 2.96e-04
2024-05-13 10:31:00 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.710, Acc: 0.908, Base Lr: 2.96e-04
2024-05-13 10:31:02 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.685, Acc: 0.913, Base Lr: 2.96e-04
2024-05-13 10:31:04 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.655, Acc: 0.919, Base Lr: 2.96e-04
2024-05-13 10:31:06 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.629, Acc: 0.924, Base Lr: 2.96e-04
2024-05-13 10:31:08 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.606, Acc: 0.928, Base Lr: 2.96e-04
2024-05-13 10:31:10 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.583, Acc: 0.932, Base Lr: 2.96e-04
2024-05-13 10:31:13 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.564, Acc: 0.935, Base Lr: 2.96e-04
2024-05-13 10:31:15 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.543, Acc: 0.939, Base Lr: 2.96e-04
2024-05-13 10:31:17 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.522, Acc: 0.941, Base Lr: 2.96e-04
2024-05-13 10:31:18 transreid.train INFO: Epoch 41 done. Time per epoch: 39.657[s] Speed: 296.9[samples/s]
2024-05-13 10:31:21 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.978, Acc: 0.814, Base Lr: 2.91e-04
2024-05-13 10:31:23 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.884, Acc: 0.847, Base Lr: 2.91e-04
2024-05-13 10:31:25 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.897, Acc: 0.848, Base Lr: 2.91e-04
2024-05-13 10:31:27 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.835, Acc: 0.866, Base Lr: 2.91e-04
2024-05-13 10:31:29 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.841, Acc: 0.871, Base Lr: 2.91e-04
2024-05-13 10:31:31 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.782, Acc: 0.886, Base Lr: 2.91e-04
2024-05-13 10:31:33 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.777, Acc: 0.888, Base Lr: 2.91e-04
2024-05-13 10:31:35 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.743, Acc: 0.897, Base Lr: 2.91e-04
2024-05-13 10:31:38 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.710, Acc: 0.905, Base Lr: 2.91e-04
2024-05-13 10:31:40 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.682, Acc: 0.911, Base Lr: 2.91e-04
2024-05-13 10:31:42 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.659, Acc: 0.918, Base Lr: 2.91e-04
2024-05-13 10:31:44 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.634, Acc: 0.923, Base Lr: 2.91e-04
2024-05-13 10:31:46 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.612, Acc: 0.927, Base Lr: 2.91e-04
2024-05-13 10:31:48 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.598, Acc: 0.929, Base Lr: 2.91e-04
2024-05-13 10:31:50 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.577, Acc: 0.933, Base Lr: 2.91e-04
2024-05-13 10:31:52 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.555, Acc: 0.937, Base Lr: 2.91e-04
2024-05-13 10:31:54 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.535, Acc: 0.940, Base Lr: 2.91e-04
2024-05-13 10:31:57 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.516, Acc: 0.943, Base Lr: 2.91e-04
2024-05-13 10:31:57 transreid.train INFO: Epoch 42 done. Time per epoch: 39.780[s] Speed: 296.0[samples/s]
2024-05-13 10:32:00 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.018, Acc: 0.827, Base Lr: 2.86e-04
2024-05-13 10:32:02 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.945, Acc: 0.842, Base Lr: 2.86e-04
2024-05-13 10:32:05 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.882, Acc: 0.861, Base Lr: 2.86e-04
2024-05-13 10:32:07 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.847, Acc: 0.865, Base Lr: 2.86e-04
2024-05-13 10:32:09 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.789, Acc: 0.877, Base Lr: 2.86e-04
2024-05-13 10:32:11 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.746, Acc: 0.887, Base Lr: 2.86e-04
2024-05-13 10:32:13 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.724, Acc: 0.894, Base Lr: 2.86e-04
2024-05-13 10:32:15 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.705, Acc: 0.899, Base Lr: 2.86e-04
2024-05-13 10:32:17 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.677, Acc: 0.906, Base Lr: 2.86e-04
2024-05-13 10:32:19 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.656, Acc: 0.912, Base Lr: 2.86e-04
2024-05-13 10:32:21 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.636, Acc: 0.916, Base Lr: 2.86e-04
2024-05-13 10:32:24 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.613, Acc: 0.921, Base Lr: 2.86e-04
2024-05-13 10:32:26 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.590, Acc: 0.926, Base Lr: 2.86e-04
2024-05-13 10:32:28 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.568, Acc: 0.930, Base Lr: 2.86e-04
2024-05-13 10:32:30 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.545, Acc: 0.935, Base Lr: 2.86e-04
2024-05-13 10:32:32 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.525, Acc: 0.938, Base Lr: 2.86e-04
2024-05-13 10:32:34 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.509, Acc: 0.941, Base Lr: 2.86e-04
2024-05-13 10:32:36 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.489, Acc: 0.944, Base Lr: 2.86e-04
2024-05-13 10:32:37 transreid.train INFO: Epoch 43 done. Time per epoch: 39.659[s] Speed: 296.9[samples/s]
2024-05-13 10:32:40 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.993, Acc: 0.834, Base Lr: 2.82e-04
2024-05-13 10:32:42 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.868, Acc: 0.864, Base Lr: 2.82e-04
2024-05-13 10:32:44 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.860, Acc: 0.863, Base Lr: 2.82e-04
2024-05-13 10:32:46 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.823, Acc: 0.871, Base Lr: 2.82e-04
2024-05-13 10:32:48 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.790, Acc: 0.880, Base Lr: 2.82e-04
2024-05-13 10:32:51 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.748, Acc: 0.893, Base Lr: 2.82e-04
2024-05-13 10:32:53 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.724, Acc: 0.898, Base Lr: 2.82e-04
2024-05-13 10:32:55 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.683, Acc: 0.906, Base Lr: 2.82e-04
2024-05-13 10:32:57 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.659, Acc: 0.911, Base Lr: 2.82e-04
2024-05-13 10:32:59 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.632, Acc: 0.917, Base Lr: 2.82e-04
2024-05-13 10:33:01 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.612, Acc: 0.920, Base Lr: 2.82e-04
2024-05-13 10:33:03 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.588, Acc: 0.925, Base Lr: 2.82e-04
2024-05-13 10:33:05 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.563, Acc: 0.930, Base Lr: 2.82e-04
2024-05-13 10:33:07 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.546, Acc: 0.933, Base Lr: 2.82e-04
2024-05-13 10:33:10 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.524, Acc: 0.937, Base Lr: 2.82e-04
2024-05-13 10:33:12 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.512, Acc: 0.940, Base Lr: 2.82e-04
2024-05-13 10:33:14 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.495, Acc: 0.942, Base Lr: 2.82e-04
2024-05-13 10:33:16 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.476, Acc: 0.945, Base Lr: 2.82e-04
2024-05-13 10:33:17 transreid.train INFO: Epoch 44 done. Time per epoch: 39.613[s] Speed: 297.3[samples/s]
2024-05-13 10:33:20 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.848, Acc: 0.863, Base Lr: 2.77e-04
2024-05-13 10:33:22 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.803, Acc: 0.885, Base Lr: 2.77e-04
2024-05-13 10:33:24 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.795, Acc: 0.878, Base Lr: 2.77e-04
2024-05-13 10:33:26 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.761, Acc: 0.887, Base Lr: 2.77e-04
2024-05-13 10:33:28 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.740, Acc: 0.893, Base Lr: 2.77e-04
2024-05-13 10:33:30 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.710, Acc: 0.899, Base Lr: 2.77e-04
2024-05-13 10:33:32 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.692, Acc: 0.902, Base Lr: 2.77e-04
2024-05-13 10:33:34 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.657, Acc: 0.910, Base Lr: 2.77e-04
2024-05-13 10:33:37 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.633, Acc: 0.915, Base Lr: 2.77e-04
2024-05-13 10:33:39 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.614, Acc: 0.918, Base Lr: 2.77e-04
2024-05-13 10:33:41 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.590, Acc: 0.923, Base Lr: 2.77e-04
2024-05-13 10:33:43 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.563, Acc: 0.928, Base Lr: 2.77e-04
2024-05-13 10:33:45 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.542, Acc: 0.932, Base Lr: 2.77e-04
2024-05-13 10:33:47 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.522, Acc: 0.935, Base Lr: 2.77e-04
2024-05-13 10:33:49 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.505, Acc: 0.938, Base Lr: 2.77e-04
2024-05-13 10:33:51 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.492, Acc: 0.941, Base Lr: 2.77e-04
2024-05-13 10:33:53 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.474, Acc: 0.944, Base Lr: 2.77e-04
2024-05-13 10:33:56 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.458, Acc: 0.947, Base Lr: 2.77e-04
2024-05-13 10:33:56 transreid.train INFO: Epoch 45 done. Time per epoch: 39.492[s] Speed: 296.6[samples/s]
2024-05-13 10:33:59 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.635, Acc: 0.900, Base Lr: 2.72e-04
2024-05-13 10:34:01 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.675, Acc: 0.895, Base Lr: 2.72e-04
2024-05-13 10:34:03 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.665, Acc: 0.898, Base Lr: 2.72e-04
2024-05-13 10:34:05 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.648, Acc: 0.901, Base Lr: 2.72e-04
2024-05-13 10:34:08 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.656, Acc: 0.899, Base Lr: 2.72e-04
2024-05-13 10:34:10 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.652, Acc: 0.901, Base Lr: 2.72e-04
2024-05-13 10:34:12 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.646, Acc: 0.904, Base Lr: 2.72e-04
2024-05-13 10:34:14 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.619, Acc: 0.909, Base Lr: 2.72e-04
2024-05-13 10:34:16 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.592, Acc: 0.916, Base Lr: 2.72e-04
2024-05-13 10:34:18 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.569, Acc: 0.921, Base Lr: 2.72e-04
2024-05-13 10:34:20 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.541, Acc: 0.927, Base Lr: 2.72e-04
2024-05-13 10:34:22 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.526, Acc: 0.931, Base Lr: 2.72e-04
2024-05-13 10:34:24 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.508, Acc: 0.935, Base Lr: 2.72e-04
2024-05-13 10:34:27 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.491, Acc: 0.939, Base Lr: 2.72e-04
2024-05-13 10:34:29 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.473, Acc: 0.942, Base Lr: 2.72e-04
2024-05-13 10:34:31 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.457, Acc: 0.945, Base Lr: 2.72e-04
2024-05-13 10:34:33 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.441, Acc: 0.948, Base Lr: 2.72e-04
2024-05-13 10:34:35 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.428, Acc: 0.951, Base Lr: 2.72e-04
2024-05-13 10:34:36 transreid.train INFO: Epoch 46 done. Time per epoch: 39.578[s] Speed: 295.9[samples/s]
2024-05-13 10:34:39 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.848, Acc: 0.844, Base Lr: 2.67e-04
2024-05-13 10:34:41 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.858, Acc: 0.839, Base Lr: 2.67e-04
2024-05-13 10:34:43 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.768, Acc: 0.869, Base Lr: 2.67e-04
2024-05-13 10:34:45 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.726, Acc: 0.880, Base Lr: 2.67e-04
2024-05-13 10:34:47 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.698, Acc: 0.887, Base Lr: 2.67e-04
2024-05-13 10:34:49 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.649, Acc: 0.900, Base Lr: 2.67e-04
2024-05-13 10:34:51 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.625, Acc: 0.906, Base Lr: 2.67e-04
2024-05-13 10:34:54 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.594, Acc: 0.914, Base Lr: 2.67e-04
2024-05-13 10:34:56 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.570, Acc: 0.919, Base Lr: 2.67e-04
2024-05-13 10:34:58 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.544, Acc: 0.925, Base Lr: 2.67e-04
2024-05-13 10:35:00 transreid.train INFO: Epoch[47] Iter[110/186] Loss: 0.518, Acc: 0.931, Base Lr: 2.67e-04
2024-05-13 10:35:02 transreid.train INFO: Epoch[47] Iter[120/186] Loss: 0.500, Acc: 0.936, Base Lr: 2.67e-04
2024-05-13 10:35:04 transreid.train INFO: Epoch[47] Iter[130/186] Loss: 0.483, Acc: 0.938, Base Lr: 2.67e-04
2024-05-13 10:35:06 transreid.train INFO: Epoch[47] Iter[140/186] Loss: 0.466, Acc: 0.941, Base Lr: 2.67e-04
2024-05-13 10:35:08 transreid.train INFO: Epoch[47] Iter[150/186] Loss: 0.451, Acc: 0.944, Base Lr: 2.67e-04
2024-05-13 10:35:10 transreid.train INFO: Epoch[47] Iter[160/186] Loss: 0.438, Acc: 0.947, Base Lr: 2.67e-04
2024-05-13 10:35:13 transreid.train INFO: Epoch[47] Iter[170/186] Loss: 0.426, Acc: 0.949, Base Lr: 2.67e-04
2024-05-13 10:35:15 transreid.train INFO: Epoch[47] Iter[180/186] Loss: 0.412, Acc: 0.951, Base Lr: 2.67e-04
2024-05-13 10:35:16 transreid.train INFO: Epoch 47 done. Time per epoch: 39.862[s] Speed: 295.4[samples/s]
2024-05-13 10:35:19 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.887, Acc: 0.820, Base Lr: 2.62e-04
2024-05-13 10:35:21 transreid.train INFO: Epoch[48] Iter[20/186] Loss: 0.799, Acc: 0.855, Base Lr: 2.62e-04
2024-05-13 10:35:23 transreid.train INFO: Epoch[48] Iter[30/186] Loss: 0.755, Acc: 0.871, Base Lr: 2.62e-04
2024-05-13 10:35:25 transreid.train INFO: Epoch[48] Iter[40/186] Loss: 0.702, Acc: 0.884, Base Lr: 2.62e-04
2024-05-13 10:35:27 transreid.train INFO: Epoch[48] Iter[50/186] Loss: 0.680, Acc: 0.891, Base Lr: 2.62e-04
2024-05-13 10:35:29 transreid.train INFO: Epoch[48] Iter[60/186] Loss: 0.653, Acc: 0.898, Base Lr: 2.62e-04
2024-05-13 10:35:31 transreid.train INFO: Epoch[48] Iter[70/186] Loss: 0.616, Acc: 0.907, Base Lr: 2.62e-04
2024-05-13 10:35:33 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.583, Acc: 0.915, Base Lr: 2.62e-04
2024-05-13 10:35:35 transreid.train INFO: Epoch[48] Iter[90/186] Loss: 0.568, Acc: 0.921, Base Lr: 2.62e-04
2024-05-13 10:35:38 transreid.train INFO: Epoch[48] Iter[100/186] Loss: 0.547, Acc: 0.926, Base Lr: 2.62e-04
2024-05-13 10:35:40 transreid.train INFO: Epoch[48] Iter[110/186] Loss: 0.528, Acc: 0.930, Base Lr: 2.62e-04
2024-05-13 10:35:42 transreid.train INFO: Epoch[48] Iter[120/186] Loss: 0.510, Acc: 0.934, Base Lr: 2.62e-04
2024-05-13 10:35:44 transreid.train INFO: Epoch[48] Iter[130/186] Loss: 0.490, Acc: 0.938, Base Lr: 2.62e-04
2024-05-13 10:35:46 transreid.train INFO: Epoch[48] Iter[140/186] Loss: 0.469, Acc: 0.943, Base Lr: 2.62e-04
2024-05-13 10:35:48 transreid.train INFO: Epoch[48] Iter[150/186] Loss: 0.450, Acc: 0.946, Base Lr: 2.62e-04
2024-05-13 10:35:50 transreid.train INFO: Epoch[48] Iter[160/186] Loss: 0.432, Acc: 0.949, Base Lr: 2.62e-04
2024-05-13 10:35:52 transreid.train INFO: Epoch[48] Iter[170/186] Loss: 0.417, Acc: 0.951, Base Lr: 2.62e-04
2024-05-13 10:35:55 transreid.train INFO: Epoch[48] Iter[180/186] Loss: 0.402, Acc: 0.953, Base Lr: 2.62e-04
2024-05-13 10:35:55 transreid.train INFO: Epoch 48 done. Time per epoch: 39.779[s] Speed: 296.0[samples/s]
2024-05-13 10:35:58 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.846, Acc: 0.853, Base Lr: 2.57e-04
2024-05-13 10:36:00 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.672, Acc: 0.893, Base Lr: 2.57e-04
2024-05-13 10:36:03 transreid.train INFO: Epoch[49] Iter[30/186] Loss: 0.670, Acc: 0.895, Base Lr: 2.57e-04
2024-05-13 10:36:05 transreid.train INFO: Epoch[49] Iter[40/186] Loss: 0.692, Acc: 0.893, Base Lr: 2.57e-04
2024-05-13 10:36:07 transreid.train INFO: Epoch[49] Iter[50/186] Loss: 0.662, Acc: 0.900, Base Lr: 2.57e-04
2024-05-13 10:36:09 transreid.train INFO: Epoch[49] Iter[60/186] Loss: 0.621, Acc: 0.911, Base Lr: 2.57e-04
2024-05-13 10:36:11 transreid.train INFO: Epoch[49] Iter[70/186] Loss: 0.593, Acc: 0.917, Base Lr: 2.57e-04
2024-05-13 10:36:13 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.561, Acc: 0.924, Base Lr: 2.57e-04
2024-05-13 10:36:15 transreid.train INFO: Epoch[49] Iter[90/186] Loss: 0.534, Acc: 0.929, Base Lr: 2.57e-04
2024-05-13 10:36:17 transreid.train INFO: Epoch[49] Iter[100/186] Loss: 0.525, Acc: 0.930, Base Lr: 2.57e-04
2024-05-13 10:36:20 transreid.train INFO: Epoch[49] Iter[110/186] Loss: 0.502, Acc: 0.935, Base Lr: 2.57e-04
2024-05-13 10:36:22 transreid.train INFO: Epoch[49] Iter[120/186] Loss: 0.491, Acc: 0.936, Base Lr: 2.57e-04
2024-05-13 10:36:24 transreid.train INFO: Epoch[49] Iter[130/186] Loss: 0.472, Acc: 0.941, Base Lr: 2.57e-04
2024-05-13 10:36:26 transreid.train INFO: Epoch[49] Iter[140/186] Loss: 0.455, Acc: 0.943, Base Lr: 2.57e-04
2024-05-13 10:36:28 transreid.train INFO: Epoch[49] Iter[150/186] Loss: 0.439, Acc: 0.946, Base Lr: 2.57e-04
2024-05-13 10:36:30 transreid.train INFO: Epoch[49] Iter[160/186] Loss: 0.423, Acc: 0.949, Base Lr: 2.57e-04
2024-05-13 10:36:32 transreid.train INFO: Epoch[49] Iter[170/186] Loss: 0.406, Acc: 0.952, Base Lr: 2.57e-04
2024-05-13 10:36:34 transreid.train INFO: Epoch[49] Iter[180/186] Loss: 0.391, Acc: 0.954, Base Lr: 2.57e-04
2024-05-13 10:36:35 transreid.train INFO: Epoch 49 done. Time per epoch: 39.655[s] Speed: 295.3[samples/s]
2024-05-13 10:36:38 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.808, Acc: 0.847, Base Lr: 2.52e-04
2024-05-13 10:36:40 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.767, Acc: 0.863, Base Lr: 2.52e-04
2024-05-13 10:36:42 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.686, Acc: 0.884, Base Lr: 2.52e-04
2024-05-13 10:36:44 transreid.train INFO: Epoch[50] Iter[40/186] Loss: 0.681, Acc: 0.891, Base Lr: 2.52e-04
2024-05-13 10:36:46 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.645, Acc: 0.900, Base Lr: 2.52e-04
2024-05-13 10:36:48 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.624, Acc: 0.904, Base Lr: 2.52e-04
2024-05-13 10:36:51 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.582, Acc: 0.915, Base Lr: 2.52e-04
2024-05-13 10:36:53 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.553, Acc: 0.922, Base Lr: 2.52e-04
2024-05-13 10:36:55 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.533, Acc: 0.928, Base Lr: 2.52e-04
2024-05-13 10:36:57 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.518, Acc: 0.931, Base Lr: 2.52e-04
2024-05-13 10:36:59 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.497, Acc: 0.935, Base Lr: 2.52e-04
2024-05-13 10:37:01 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.484, Acc: 0.940, Base Lr: 2.52e-04
2024-05-13 10:37:03 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.465, Acc: 0.943, Base Lr: 2.52e-04
2024-05-13 10:37:05 transreid.train INFO: Epoch[50] Iter[140/186] Loss: 0.449, Acc: 0.946, Base Lr: 2.52e-04
2024-05-13 10:37:08 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.434, Acc: 0.949, Base Lr: 2.52e-04
2024-05-13 10:37:10 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.419, Acc: 0.951, Base Lr: 2.52e-04
2024-05-13 10:37:12 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.403, Acc: 0.954, Base Lr: 2.52e-04
2024-05-13 10:37:14 transreid.train INFO: Epoch[50] Iter[180/186] Loss: 0.388, Acc: 0.956, Base Lr: 2.52e-04
2024-05-13 10:37:15 transreid.train INFO: Epoch 50 done. Time per epoch: 39.730[s] Speed: 296.4[samples/s]
2024-05-13 10:37:18 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.730, Acc: 0.870, Base Lr: 2.47e-04
2024-05-13 10:37:20 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.626, Acc: 0.898, Base Lr: 2.47e-04
2024-05-13 10:37:22 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.609, Acc: 0.910, Base Lr: 2.47e-04
2024-05-13 10:37:24 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.599, Acc: 0.913, Base Lr: 2.47e-04
2024-05-13 10:37:26 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.593, Acc: 0.915, Base Lr: 2.47e-04
2024-05-13 10:37:28 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.561, Acc: 0.922, Base Lr: 2.47e-04
2024-05-13 10:37:30 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.547, Acc: 0.924, Base Lr: 2.47e-04
2024-05-13 10:37:32 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.520, Acc: 0.930, Base Lr: 2.47e-04
2024-05-13 10:37:35 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.503, Acc: 0.934, Base Lr: 2.47e-04
2024-05-13 10:37:37 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.479, Acc: 0.938, Base Lr: 2.47e-04
2024-05-13 10:37:39 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.463, Acc: 0.941, Base Lr: 2.47e-04
2024-05-13 10:37:41 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.443, Acc: 0.944, Base Lr: 2.47e-04
2024-05-13 10:37:43 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.426, Acc: 0.948, Base Lr: 2.47e-04
2024-05-13 10:37:45 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.409, Acc: 0.951, Base Lr: 2.47e-04
2024-05-13 10:37:47 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.394, Acc: 0.953, Base Lr: 2.47e-04
2024-05-13 10:37:49 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.378, Acc: 0.956, Base Lr: 2.47e-04
2024-05-13 10:37:51 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.368, Acc: 0.958, Base Lr: 2.47e-04
2024-05-13 10:37:54 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.354, Acc: 0.960, Base Lr: 2.47e-04
2024-05-13 10:37:55 transreid.train INFO: Epoch 51 done. Time per epoch: 39.678[s] Speed: 296.8[samples/s]
2024-05-13 10:37:57 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.697, Acc: 0.898, Base Lr: 2.42e-04
2024-05-13 10:37:59 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.638, Acc: 0.905, Base Lr: 2.42e-04
2024-05-13 10:38:02 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.594, Acc: 0.906, Base Lr: 2.42e-04
2024-05-13 10:38:04 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.567, Acc: 0.916, Base Lr: 2.42e-04
2024-05-13 10:38:06 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.569, Acc: 0.920, Base Lr: 2.42e-04
2024-05-13 10:38:08 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.536, Acc: 0.929, Base Lr: 2.42e-04
2024-05-13 10:38:10 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.512, Acc: 0.935, Base Lr: 2.42e-04
2024-05-13 10:38:12 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.490, Acc: 0.938, Base Lr: 2.42e-04
2024-05-13 10:38:14 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.469, Acc: 0.942, Base Lr: 2.42e-04
2024-05-13 10:38:16 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.451, Acc: 0.945, Base Lr: 2.42e-04
2024-05-13 10:38:18 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.441, Acc: 0.946, Base Lr: 2.42e-04
2024-05-13 10:38:21 transreid.train INFO: Epoch[52] Iter[120/186] Loss: 0.425, Acc: 0.949, Base Lr: 2.42e-04
2024-05-13 10:38:23 transreid.train INFO: Epoch[52] Iter[130/186] Loss: 0.411, Acc: 0.952, Base Lr: 2.42e-04
2024-05-13 10:38:25 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.397, Acc: 0.955, Base Lr: 2.42e-04
2024-05-13 10:38:27 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.385, Acc: 0.957, Base Lr: 2.42e-04
2024-05-13 10:38:29 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.373, Acc: 0.958, Base Lr: 2.42e-04
2024-05-13 10:38:31 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.360, Acc: 0.960, Base Lr: 2.42e-04
2024-05-13 10:38:33 transreid.train INFO: Epoch[52] Iter[180/186] Loss: 0.348, Acc: 0.962, Base Lr: 2.42e-04
2024-05-13 10:38:34 transreid.train INFO: Epoch 52 done. Time per epoch: 39.630[s] Speed: 297.1[samples/s]
2024-05-13 10:38:37 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.797, Acc: 0.856, Base Lr: 2.37e-04
2024-05-13 10:38:39 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.718, Acc: 0.880, Base Lr: 2.37e-04
2024-05-13 10:38:41 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.679, Acc: 0.892, Base Lr: 2.37e-04
2024-05-13 10:38:43 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.666, Acc: 0.898, Base Lr: 2.37e-04
2024-05-13 10:38:46 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.625, Acc: 0.909, Base Lr: 2.37e-04
2024-05-13 10:38:48 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.582, Acc: 0.922, Base Lr: 2.37e-04
2024-05-13 10:38:50 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.551, Acc: 0.927, Base Lr: 2.37e-04
2024-05-13 10:38:52 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.529, Acc: 0.932, Base Lr: 2.37e-04
2024-05-13 10:38:54 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.500, Acc: 0.938, Base Lr: 2.37e-04
2024-05-13 10:38:56 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.472, Acc: 0.944, Base Lr: 2.37e-04
2024-05-13 10:38:58 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.455, Acc: 0.947, Base Lr: 2.37e-04
2024-05-13 10:39:00 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.436, Acc: 0.950, Base Lr: 2.37e-04
2024-05-13 10:39:02 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.420, Acc: 0.953, Base Lr: 2.37e-04
2024-05-13 10:39:05 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.403, Acc: 0.956, Base Lr: 2.37e-04
2024-05-13 10:39:07 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.389, Acc: 0.958, Base Lr: 2.37e-04
2024-05-13 10:39:09 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.375, Acc: 0.960, Base Lr: 2.37e-04
2024-05-13 10:39:11 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.363, Acc: 0.962, Base Lr: 2.37e-04
2024-05-13 10:39:13 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.349, Acc: 0.964, Base Lr: 2.37e-04
2024-05-13 10:39:14 transreid.train INFO: Epoch 53 done. Time per epoch: 39.795[s] Speed: 295.9[samples/s]
2024-05-13 10:39:17 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.762, Acc: 0.895, Base Lr: 2.32e-04
2024-05-13 10:39:19 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.679, Acc: 0.906, Base Lr: 2.32e-04
2024-05-13 10:39:21 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.622, Acc: 0.918, Base Lr: 2.32e-04
2024-05-13 10:39:23 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.592, Acc: 0.922, Base Lr: 2.32e-04
2024-05-13 10:39:25 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.558, Acc: 0.928, Base Lr: 2.32e-04
2024-05-13 10:39:27 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.532, Acc: 0.930, Base Lr: 2.32e-04
2024-05-13 10:39:29 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.503, Acc: 0.935, Base Lr: 2.32e-04
2024-05-13 10:39:32 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.472, Acc: 0.942, Base Lr: 2.32e-04
2024-05-13 10:39:34 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.458, Acc: 0.945, Base Lr: 2.32e-04
2024-05-13 10:39:36 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.446, Acc: 0.947, Base Lr: 2.32e-04
2024-05-13 10:39:38 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.426, Acc: 0.951, Base Lr: 2.32e-04
2024-05-13 10:39:40 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.406, Acc: 0.955, Base Lr: 2.32e-04
2024-05-13 10:39:42 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.389, Acc: 0.958, Base Lr: 2.32e-04
2024-05-13 10:39:44 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.374, Acc: 0.960, Base Lr: 2.32e-04
2024-05-13 10:39:46 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.361, Acc: 0.962, Base Lr: 2.32e-04
2024-05-13 10:39:48 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.347, Acc: 0.965, Base Lr: 2.32e-04
2024-05-13 10:39:51 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.335, Acc: 0.966, Base Lr: 2.32e-04
2024-05-13 10:39:53 transreid.train INFO: Epoch[54] Iter[180/186] Loss: 0.325, Acc: 0.968, Base Lr: 2.32e-04
2024-05-13 10:39:54 transreid.train INFO: Epoch 54 done. Time per epoch: 39.684[s] Speed: 296.7[samples/s]
2024-05-13 10:39:56 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.573, Acc: 0.930, Base Lr: 2.26e-04
2024-05-13 10:39:59 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.567, Acc: 0.937, Base Lr: 2.26e-04
2024-05-13 10:40:01 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.546, Acc: 0.938, Base Lr: 2.26e-04
2024-05-13 10:40:03 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.532, Acc: 0.938, Base Lr: 2.26e-04
2024-05-13 10:40:05 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.516, Acc: 0.938, Base Lr: 2.26e-04
2024-05-13 10:40:07 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.501, Acc: 0.941, Base Lr: 2.26e-04
2024-05-13 10:40:09 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.482, Acc: 0.944, Base Lr: 2.26e-04
2024-05-13 10:40:11 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.468, Acc: 0.946, Base Lr: 2.26e-04
2024-05-13 10:40:13 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.447, Acc: 0.948, Base Lr: 2.26e-04
2024-05-13 10:40:16 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.429, Acc: 0.951, Base Lr: 2.26e-04
2024-05-13 10:40:18 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.409, Acc: 0.954, Base Lr: 2.26e-04
2024-05-13 10:40:20 transreid.train INFO: Epoch[55] Iter[120/186] Loss: 0.394, Acc: 0.957, Base Lr: 2.26e-04
2024-05-13 10:40:22 transreid.train INFO: Epoch[55] Iter[130/186] Loss: 0.380, Acc: 0.959, Base Lr: 2.26e-04
2024-05-13 10:40:24 transreid.train INFO: Epoch[55] Iter[140/186] Loss: 0.368, Acc: 0.961, Base Lr: 2.26e-04
2024-05-13 10:40:26 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.355, Acc: 0.963, Base Lr: 2.26e-04
2024-05-13 10:40:28 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.344, Acc: 0.964, Base Lr: 2.26e-04
2024-05-13 10:40:30 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.332, Acc: 0.966, Base Lr: 2.26e-04
2024-05-13 10:40:32 transreid.train INFO: Epoch[55] Iter[180/186] Loss: 0.321, Acc: 0.967, Base Lr: 2.26e-04
2024-05-13 10:40:33 transreid.train INFO: Epoch 55 done. Time per epoch: 39.549[s] Speed: 296.1[samples/s]
2024-05-13 10:40:36 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.709, Acc: 0.883, Base Lr: 2.21e-04
2024-05-13 10:40:38 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.641, Acc: 0.906, Base Lr: 2.21e-04
2024-05-13 10:40:40 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.590, Acc: 0.922, Base Lr: 2.21e-04
2024-05-13 10:40:42 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.569, Acc: 0.927, Base Lr: 2.21e-04
2024-05-13 10:40:44 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.538, Acc: 0.932, Base Lr: 2.21e-04
2024-05-13 10:40:47 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.507, Acc: 0.937, Base Lr: 2.21e-04
2024-05-13 10:40:49 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.500, Acc: 0.941, Base Lr: 2.21e-04
2024-05-13 10:40:51 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.475, Acc: 0.946, Base Lr: 2.21e-04
2024-05-13 10:40:53 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.452, Acc: 0.949, Base Lr: 2.21e-04
2024-05-13 10:40:55 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.435, Acc: 0.952, Base Lr: 2.21e-04
2024-05-13 10:40:57 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.423, Acc: 0.955, Base Lr: 2.21e-04
2024-05-13 10:40:59 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.403, Acc: 0.957, Base Lr: 2.21e-04
2024-05-13 10:41:01 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.387, Acc: 0.959, Base Lr: 2.21e-04
2024-05-13 10:41:04 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.374, Acc: 0.962, Base Lr: 2.21e-04
2024-05-13 10:41:06 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.359, Acc: 0.964, Base Lr: 2.21e-04
2024-05-13 10:41:08 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.346, Acc: 0.966, Base Lr: 2.21e-04
2024-05-13 10:41:10 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.333, Acc: 0.967, Base Lr: 2.21e-04
2024-05-13 10:41:12 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.321, Acc: 0.969, Base Lr: 2.21e-04
2024-05-13 10:41:13 transreid.train INFO: Epoch 56 done. Time per epoch: 39.563[s] Speed: 296.0[samples/s]
2024-05-13 10:41:16 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.560, Acc: 0.930, Base Lr: 2.16e-04
2024-05-13 10:41:18 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.548, Acc: 0.931, Base Lr: 2.16e-04
2024-05-13 10:41:20 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.551, Acc: 0.928, Base Lr: 2.16e-04
2024-05-13 10:41:22 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.518, Acc: 0.935, Base Lr: 2.16e-04
2024-05-13 10:41:24 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.505, Acc: 0.936, Base Lr: 2.16e-04
2024-05-13 10:41:26 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.483, Acc: 0.942, Base Lr: 2.16e-04
2024-05-13 10:41:28 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.468, Acc: 0.946, Base Lr: 2.16e-04
2024-05-13 10:41:31 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.447, Acc: 0.949, Base Lr: 2.16e-04
2024-05-13 10:41:33 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.428, Acc: 0.953, Base Lr: 2.16e-04
2024-05-13 10:41:35 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.408, Acc: 0.956, Base Lr: 2.16e-04
2024-05-13 10:41:37 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.393, Acc: 0.959, Base Lr: 2.16e-04
2024-05-13 10:41:39 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.378, Acc: 0.961, Base Lr: 2.16e-04
2024-05-13 10:41:41 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.363, Acc: 0.963, Base Lr: 2.16e-04
2024-05-13 10:41:43 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.350, Acc: 0.965, Base Lr: 2.16e-04
2024-05-13 10:41:45 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.336, Acc: 0.967, Base Lr: 2.16e-04
2024-05-13 10:41:48 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.324, Acc: 0.969, Base Lr: 2.16e-04
2024-05-13 10:41:50 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.311, Acc: 0.970, Base Lr: 2.16e-04
2024-05-13 10:41:52 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.300, Acc: 0.971, Base Lr: 2.16e-04
2024-05-13 10:41:53 transreid.train INFO: Epoch 57 done. Time per epoch: 40.016[s] Speed: 294.3[samples/s]
2024-05-13 10:41:56 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.671, Acc: 0.898, Base Lr: 2.11e-04
2024-05-13 10:41:58 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.582, Acc: 0.913, Base Lr: 2.11e-04
2024-05-13 10:42:00 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.535, Acc: 0.926, Base Lr: 2.11e-04
2024-05-13 10:42:02 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.493, Acc: 0.938, Base Lr: 2.11e-04
2024-05-13 10:42:04 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.466, Acc: 0.942, Base Lr: 2.11e-04
2024-05-13 10:42:06 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.441, Acc: 0.948, Base Lr: 2.11e-04
2024-05-13 10:42:08 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.422, Acc: 0.952, Base Lr: 2.11e-04
2024-05-13 10:42:11 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.409, Acc: 0.954, Base Lr: 2.11e-04
2024-05-13 10:42:13 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.396, Acc: 0.957, Base Lr: 2.11e-04
2024-05-13 10:42:15 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.382, Acc: 0.959, Base Lr: 2.11e-04
2024-05-13 10:42:17 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.368, Acc: 0.962, Base Lr: 2.11e-04
2024-05-13 10:42:19 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.356, Acc: 0.964, Base Lr: 2.11e-04
2024-05-13 10:42:21 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.342, Acc: 0.966, Base Lr: 2.11e-04
2024-05-13 10:42:23 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.331, Acc: 0.967, Base Lr: 2.11e-04
2024-05-13 10:42:25 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.325, Acc: 0.968, Base Lr: 2.11e-04
2024-05-13 10:42:27 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.314, Acc: 0.969, Base Lr: 2.11e-04
2024-05-13 10:42:30 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.304, Acc: 0.971, Base Lr: 2.11e-04
2024-05-13 10:42:32 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.293, Acc: 0.972, Base Lr: 2.11e-04
2024-05-13 10:42:32 transreid.train INFO: Epoch 58 done. Time per epoch: 39.629[s] Speed: 295.5[samples/s]
2024-05-13 10:42:35 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.582, Acc: 0.931, Base Lr: 2.06e-04
2024-05-13 10:42:37 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.539, Acc: 0.942, Base Lr: 2.06e-04
2024-05-13 10:42:40 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.511, Acc: 0.945, Base Lr: 2.06e-04
2024-05-13 10:42:42 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.497, Acc: 0.948, Base Lr: 2.06e-04
2024-05-13 10:42:44 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.485, Acc: 0.946, Base Lr: 2.06e-04
2024-05-13 10:42:46 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.450, Acc: 0.951, Base Lr: 2.06e-04
2024-05-13 10:42:48 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.438, Acc: 0.953, Base Lr: 2.06e-04
2024-05-13 10:42:50 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.417, Acc: 0.956, Base Lr: 2.06e-04
2024-05-13 10:42:52 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.400, Acc: 0.960, Base Lr: 2.06e-04
2024-05-13 10:42:54 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.384, Acc: 0.962, Base Lr: 2.06e-04
2024-05-13 10:42:57 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.367, Acc: 0.964, Base Lr: 2.06e-04
2024-05-13 10:42:59 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.353, Acc: 0.967, Base Lr: 2.06e-04
2024-05-13 10:43:01 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.339, Acc: 0.969, Base Lr: 2.06e-04
2024-05-13 10:43:03 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.325, Acc: 0.971, Base Lr: 2.06e-04
2024-05-13 10:43:05 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.313, Acc: 0.973, Base Lr: 2.06e-04
2024-05-13 10:43:07 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.301, Acc: 0.974, Base Lr: 2.06e-04
2024-05-13 10:43:09 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.290, Acc: 0.976, Base Lr: 2.06e-04
2024-05-13 10:43:11 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.280, Acc: 0.977, Base Lr: 2.06e-04
2024-05-13 10:43:12 transreid.train INFO: Epoch 59 done. Time per epoch: 40.033[s] Speed: 294.2[samples/s]
2024-05-13 10:43:15 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.474, Acc: 0.947, Base Lr: 2.00e-04
2024-05-13 10:43:17 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.463, Acc: 0.945, Base Lr: 2.00e-04
2024-05-13 10:43:19 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.437, Acc: 0.949, Base Lr: 2.00e-04
2024-05-13 10:43:22 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.427, Acc: 0.953, Base Lr: 2.00e-04
2024-05-13 10:43:24 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.413, Acc: 0.956, Base Lr: 2.00e-04
2024-05-13 10:43:26 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.407, Acc: 0.959, Base Lr: 2.00e-04
2024-05-13 10:43:28 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.389, Acc: 0.962, Base Lr: 2.00e-04
2024-05-13 10:43:30 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.384, Acc: 0.962, Base Lr: 2.00e-04
2024-05-13 10:43:32 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.374, Acc: 0.963, Base Lr: 2.00e-04
2024-05-13 10:43:34 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.362, Acc: 0.966, Base Lr: 2.00e-04
2024-05-13 10:43:36 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.358, Acc: 0.966, Base Lr: 2.00e-04
2024-05-13 10:43:39 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.344, Acc: 0.968, Base Lr: 2.00e-04
2024-05-13 10:43:41 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.333, Acc: 0.969, Base Lr: 2.00e-04
2024-05-13 10:43:43 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.326, Acc: 0.969, Base Lr: 2.00e-04
2024-05-13 10:43:45 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.316, Acc: 0.971, Base Lr: 2.00e-04
2024-05-13 10:43:47 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.306, Acc: 0.972, Base Lr: 2.00e-04
2024-05-13 10:43:49 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.294, Acc: 0.974, Base Lr: 2.00e-04
2024-05-13 10:43:51 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.283, Acc: 0.975, Base Lr: 2.00e-04
2024-05-13 10:43:52 transreid.train INFO: Epoch 60 done. Time per epoch: 39.588[s] Speed: 295.8[samples/s]
2024-05-13 10:44:46 transreid.train INFO: Validation Results - Epoch: 60
2024-05-13 10:44:46 transreid.train INFO: mAP: 93.5%
2024-05-13 10:44:46 transreid.train INFO: CMC curve, Rank-1  :96.8%
2024-05-13 10:44:46 transreid.train INFO: CMC curve, Rank-5  :98.9%
2024-05-13 10:44:46 transreid.train INFO: CMC curve, Rank-10 :99.4%
2024-05-13 10:44:49 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.563, Acc: 0.952, Base Lr: 1.95e-04
2024-05-13 10:44:51 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.522, Acc: 0.945, Base Lr: 1.95e-04
2024-05-13 10:44:53 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.490, Acc: 0.953, Base Lr: 1.95e-04
2024-05-13 10:44:55 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.468, Acc: 0.957, Base Lr: 1.95e-04
2024-05-13 10:44:57 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.442, Acc: 0.959, Base Lr: 1.95e-04
2024-05-13 10:44:59 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.432, Acc: 0.959, Base Lr: 1.95e-04
2024-05-13 10:45:01 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.415, Acc: 0.961, Base Lr: 1.95e-04
2024-05-13 10:45:03 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.391, Acc: 0.964, Base Lr: 1.95e-04
2024-05-13 10:45:06 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.372, Acc: 0.966, Base Lr: 1.95e-04
2024-05-13 10:45:08 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.359, Acc: 0.968, Base Lr: 1.95e-04
2024-05-13 10:45:10 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.345, Acc: 0.970, Base Lr: 1.95e-04
2024-05-13 10:45:12 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.330, Acc: 0.972, Base Lr: 1.95e-04
2024-05-13 10:45:14 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.316, Acc: 0.974, Base Lr: 1.95e-04
2024-05-13 10:45:16 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.309, Acc: 0.975, Base Lr: 1.95e-04
2024-05-13 10:45:18 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.301, Acc: 0.975, Base Lr: 1.95e-04
2024-05-13 10:45:20 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.290, Acc: 0.976, Base Lr: 1.95e-04
2024-05-13 10:45:22 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.281, Acc: 0.977, Base Lr: 1.95e-04
2024-05-13 10:45:25 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.271, Acc: 0.978, Base Lr: 1.95e-04
2024-05-13 10:45:25 transreid.train INFO: Epoch 61 done. Time per epoch: 39.860[s] Speed: 295.4[samples/s]
2024-05-13 10:45:28 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.530, Acc: 0.933, Base Lr: 1.90e-04
2024-05-13 10:45:30 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.479, Acc: 0.944, Base Lr: 1.90e-04
2024-05-13 10:45:33 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.464, Acc: 0.941, Base Lr: 1.90e-04
2024-05-13 10:45:35 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.457, Acc: 0.947, Base Lr: 1.90e-04
2024-05-13 10:45:37 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.428, Acc: 0.955, Base Lr: 1.90e-04
2024-05-13 10:45:39 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.412, Acc: 0.959, Base Lr: 1.90e-04
2024-05-13 10:45:41 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.397, Acc: 0.961, Base Lr: 1.90e-04
2024-05-13 10:45:43 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.385, Acc: 0.962, Base Lr: 1.90e-04
2024-05-13 10:45:45 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.370, Acc: 0.964, Base Lr: 1.90e-04
2024-05-13 10:45:47 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.356, Acc: 0.966, Base Lr: 1.90e-04
2024-05-13 10:45:50 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.342, Acc: 0.968, Base Lr: 1.90e-04
2024-05-13 10:45:52 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.331, Acc: 0.970, Base Lr: 1.90e-04
2024-05-13 10:45:54 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.317, Acc: 0.972, Base Lr: 1.90e-04
2024-05-13 10:45:56 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.306, Acc: 0.973, Base Lr: 1.90e-04
2024-05-13 10:45:58 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.296, Acc: 0.974, Base Lr: 1.90e-04
2024-05-13 10:46:00 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.287, Acc: 0.975, Base Lr: 1.90e-04
2024-05-13 10:46:02 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.276, Acc: 0.977, Base Lr: 1.90e-04
2024-05-13 10:46:04 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.267, Acc: 0.978, Base Lr: 1.90e-04
2024-05-13 10:46:05 transreid.train INFO: Epoch 62 done. Time per epoch: 39.703[s] Speed: 295.0[samples/s]
2024-05-13 10:46:08 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.513, Acc: 0.941, Base Lr: 1.85e-04
2024-05-13 10:46:10 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.470, Acc: 0.959, Base Lr: 1.85e-04
2024-05-13 10:46:12 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.448, Acc: 0.956, Base Lr: 1.85e-04
2024-05-13 10:46:14 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.436, Acc: 0.957, Base Lr: 1.85e-04
2024-05-13 10:46:17 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.412, Acc: 0.962, Base Lr: 1.85e-04
2024-05-13 10:46:19 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.393, Acc: 0.964, Base Lr: 1.85e-04
2024-05-13 10:46:21 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.383, Acc: 0.966, Base Lr: 1.85e-04
2024-05-13 10:46:23 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.368, Acc: 0.969, Base Lr: 1.85e-04
2024-05-13 10:46:25 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.350, Acc: 0.971, Base Lr: 1.85e-04
2024-05-13 10:46:27 transreid.train INFO: Epoch[63] Iter[100/186] Loss: 0.336, Acc: 0.973, Base Lr: 1.85e-04
2024-05-13 10:46:29 transreid.train INFO: Epoch[63] Iter[110/186] Loss: 0.326, Acc: 0.973, Base Lr: 1.85e-04
2024-05-13 10:46:31 transreid.train INFO: Epoch[63] Iter[120/186] Loss: 0.318, Acc: 0.975, Base Lr: 1.85e-04
2024-05-13 10:46:33 transreid.train INFO: Epoch[63] Iter[130/186] Loss: 0.307, Acc: 0.976, Base Lr: 1.85e-04
2024-05-13 10:46:36 transreid.train INFO: Epoch[63] Iter[140/186] Loss: 0.297, Acc: 0.978, Base Lr: 1.85e-04
2024-05-13 10:46:38 transreid.train INFO: Epoch[63] Iter[150/186] Loss: 0.287, Acc: 0.979, Base Lr: 1.85e-04
2024-05-13 10:46:40 transreid.train INFO: Epoch[63] Iter[160/186] Loss: 0.277, Acc: 0.980, Base Lr: 1.85e-04
2024-05-13 10:46:42 transreid.train INFO: Epoch[63] Iter[170/186] Loss: 0.268, Acc: 0.981, Base Lr: 1.85e-04
2024-05-13 10:46:44 transreid.train INFO: Epoch[63] Iter[180/186] Loss: 0.259, Acc: 0.982, Base Lr: 1.85e-04
2024-05-13 10:46:45 transreid.train INFO: Epoch 63 done. Time per epoch: 39.559[s] Speed: 296.1[samples/s]
2024-05-13 10:46:48 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.484, Acc: 0.958, Base Lr: 1.80e-04
2024-05-13 10:46:50 transreid.train INFO: Epoch[64] Iter[20/186] Loss: 0.464, Acc: 0.959, Base Lr: 1.80e-04
2024-05-13 10:46:52 transreid.train INFO: Epoch[64] Iter[30/186] Loss: 0.450, Acc: 0.956, Base Lr: 1.80e-04
2024-05-13 10:46:54 transreid.train INFO: Epoch[64] Iter[40/186] Loss: 0.417, Acc: 0.962, Base Lr: 1.80e-04
2024-05-13 10:46:56 transreid.train INFO: Epoch[64] Iter[50/186] Loss: 0.386, Acc: 0.966, Base Lr: 1.80e-04
2024-05-13 10:46:58 transreid.train INFO: Epoch[64] Iter[60/186] Loss: 0.360, Acc: 0.971, Base Lr: 1.80e-04
2024-05-13 10:47:00 transreid.train INFO: Epoch[64] Iter[70/186] Loss: 0.351, Acc: 0.969, Base Lr: 1.80e-04
2024-05-13 10:47:02 transreid.train INFO: Epoch[64] Iter[80/186] Loss: 0.344, Acc: 0.970, Base Lr: 1.80e-04
2024-05-13 10:47:05 transreid.train INFO: Epoch[64] Iter[90/186] Loss: 0.334, Acc: 0.972, Base Lr: 1.80e-04
2024-05-13 10:47:07 transreid.train INFO: Epoch[64] Iter[100/186] Loss: 0.322, Acc: 0.973, Base Lr: 1.80e-04
2024-05-13 10:47:09 transreid.train INFO: Epoch[64] Iter[110/186] Loss: 0.312, Acc: 0.975, Base Lr: 1.80e-04
2024-05-13 10:47:11 transreid.train INFO: Epoch[64] Iter[120/186] Loss: 0.302, Acc: 0.976, Base Lr: 1.80e-04
2024-05-13 10:47:13 transreid.train INFO: Epoch[64] Iter[130/186] Loss: 0.292, Acc: 0.978, Base Lr: 1.80e-04
2024-05-13 10:47:15 transreid.train INFO: Epoch[64] Iter[140/186] Loss: 0.284, Acc: 0.979, Base Lr: 1.80e-04
2024-05-13 10:47:17 transreid.train INFO: Epoch[64] Iter[150/186] Loss: 0.274, Acc: 0.980, Base Lr: 1.80e-04
2024-05-13 10:47:19 transreid.train INFO: Epoch[64] Iter[160/186] Loss: 0.264, Acc: 0.981, Base Lr: 1.80e-04
2024-05-13 10:47:21 transreid.train INFO: Epoch[64] Iter[170/186] Loss: 0.255, Acc: 0.982, Base Lr: 1.80e-04
2024-05-13 10:47:24 transreid.train INFO: Epoch[64] Iter[180/186] Loss: 0.249, Acc: 0.983, Base Lr: 1.80e-04
2024-05-13 10:47:24 transreid.train INFO: Epoch 64 done. Time per epoch: 39.528[s] Speed: 296.3[samples/s]
2024-05-13 10:47:27 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.489, Acc: 0.944, Base Lr: 1.74e-04
2024-05-13 10:47:29 transreid.train INFO: Epoch[65] Iter[20/186] Loss: 0.473, Acc: 0.948, Base Lr: 1.74e-04
2024-05-13 10:47:31 transreid.train INFO: Epoch[65] Iter[30/186] Loss: 0.451, Acc: 0.949, Base Lr: 1.74e-04
2024-05-13 10:47:33 transreid.train INFO: Epoch[65] Iter[40/186] Loss: 0.424, Acc: 0.955, Base Lr: 1.74e-04
2024-05-13 10:47:36 transreid.train INFO: Epoch[65] Iter[50/186] Loss: 0.408, Acc: 0.961, Base Lr: 1.74e-04
2024-05-13 10:47:38 transreid.train INFO: Epoch[65] Iter[60/186] Loss: 0.381, Acc: 0.965, Base Lr: 1.74e-04
2024-05-13 10:47:40 transreid.train INFO: Epoch[65] Iter[70/186] Loss: 0.365, Acc: 0.969, Base Lr: 1.74e-04
2024-05-13 10:47:42 transreid.train INFO: Epoch[65] Iter[80/186] Loss: 0.352, Acc: 0.970, Base Lr: 1.74e-04
2024-05-13 10:47:44 transreid.train INFO: Epoch[65] Iter[90/186] Loss: 0.338, Acc: 0.972, Base Lr: 1.74e-04
2024-05-13 10:47:46 transreid.train INFO: Epoch[65] Iter[100/186] Loss: 0.322, Acc: 0.974, Base Lr: 1.74e-04
2024-05-13 10:47:48 transreid.train INFO: Epoch[65] Iter[110/186] Loss: 0.311, Acc: 0.974, Base Lr: 1.74e-04
2024-05-13 10:47:50 transreid.train INFO: Epoch[65] Iter[120/186] Loss: 0.302, Acc: 0.975, Base Lr: 1.74e-04
2024-05-13 10:47:53 transreid.train INFO: Epoch[65] Iter[130/186] Loss: 0.293, Acc: 0.976, Base Lr: 1.74e-04
2024-05-13 10:47:55 transreid.train INFO: Epoch[65] Iter[140/186] Loss: 0.284, Acc: 0.977, Base Lr: 1.74e-04
2024-05-13 10:47:57 transreid.train INFO: Epoch[65] Iter[150/186] Loss: 0.283, Acc: 0.978, Base Lr: 1.74e-04
2024-05-13 10:47:59 transreid.train INFO: Epoch[65] Iter[160/186] Loss: 0.276, Acc: 0.979, Base Lr: 1.74e-04
2024-05-13 10:48:01 transreid.train INFO: Epoch[65] Iter[170/186] Loss: 0.267, Acc: 0.980, Base Lr: 1.74e-04
2024-05-13 10:48:03 transreid.train INFO: Epoch[65] Iter[180/186] Loss: 0.258, Acc: 0.981, Base Lr: 1.74e-04
2024-05-13 10:48:04 transreid.train INFO: Epoch 65 done. Time per epoch: 39.713[s] Speed: 296.5[samples/s]
2024-05-13 10:48:07 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.424, Acc: 0.966, Base Lr: 1.69e-04
2024-05-13 10:48:09 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.454, Acc: 0.956, Base Lr: 1.69e-04
2024-05-13 10:48:11 transreid.train INFO: Epoch[66] Iter[30/186] Loss: 0.412, Acc: 0.964, Base Lr: 1.69e-04
2024-05-13 10:48:13 transreid.train INFO: Epoch[66] Iter[40/186] Loss: 0.384, Acc: 0.966, Base Lr: 1.69e-04
2024-05-13 10:48:15 transreid.train INFO: Epoch[66] Iter[50/186] Loss: 0.373, Acc: 0.970, Base Lr: 1.69e-04
2024-05-13 10:48:17 transreid.train INFO: Epoch[66] Iter[60/186] Loss: 0.361, Acc: 0.971, Base Lr: 1.69e-04
2024-05-13 10:48:20 transreid.train INFO: Epoch[66] Iter[70/186] Loss: 0.352, Acc: 0.972, Base Lr: 1.69e-04
2024-05-13 10:48:22 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.338, Acc: 0.974, Base Lr: 1.69e-04
2024-05-13 10:48:24 transreid.train INFO: Epoch[66] Iter[90/186] Loss: 0.325, Acc: 0.976, Base Lr: 1.69e-04
2024-05-13 10:48:26 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 0.312, Acc: 0.977, Base Lr: 1.69e-04
2024-05-13 10:48:28 transreid.train INFO: Epoch[66] Iter[110/186] Loss: 0.299, Acc: 0.979, Base Lr: 1.69e-04
2024-05-13 10:48:30 transreid.train INFO: Epoch[66] Iter[120/186] Loss: 0.296, Acc: 0.979, Base Lr: 1.69e-04
2024-05-13 10:48:32 transreid.train INFO: Epoch[66] Iter[130/186] Loss: 0.284, Acc: 0.980, Base Lr: 1.69e-04
2024-05-13 10:48:34 transreid.train INFO: Epoch[66] Iter[140/186] Loss: 0.275, Acc: 0.981, Base Lr: 1.69e-04
2024-05-13 10:48:37 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.265, Acc: 0.982, Base Lr: 1.69e-04
2024-05-13 10:48:39 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.257, Acc: 0.983, Base Lr: 1.69e-04
2024-05-13 10:48:41 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.247, Acc: 0.984, Base Lr: 1.69e-04
2024-05-13 10:48:43 transreid.train INFO: Epoch[66] Iter[180/186] Loss: 0.236, Acc: 0.985, Base Lr: 1.69e-04
2024-05-13 10:48:44 transreid.train INFO: Epoch 66 done. Time per epoch: 39.675[s] Speed: 295.2[samples/s]
2024-05-13 10:48:47 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.383, Acc: 0.969, Base Lr: 1.64e-04
2024-05-13 10:48:49 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.409, Acc: 0.955, Base Lr: 1.64e-04
2024-05-13 10:48:51 transreid.train INFO: Epoch[67] Iter[30/186] Loss: 0.393, Acc: 0.963, Base Lr: 1.64e-04
2024-05-13 10:48:53 transreid.train INFO: Epoch[67] Iter[40/186] Loss: 0.380, Acc: 0.965, Base Lr: 1.64e-04
2024-05-13 10:48:55 transreid.train INFO: Epoch[67] Iter[50/186] Loss: 0.360, Acc: 0.971, Base Lr: 1.64e-04
2024-05-13 10:48:57 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 0.350, Acc: 0.970, Base Lr: 1.64e-04
2024-05-13 10:48:59 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.338, Acc: 0.971, Base Lr: 1.64e-04
2024-05-13 10:49:01 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.329, Acc: 0.972, Base Lr: 1.64e-04
2024-05-13 10:49:04 transreid.train INFO: Epoch[67] Iter[90/186] Loss: 0.310, Acc: 0.975, Base Lr: 1.64e-04
2024-05-13 10:49:06 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.301, Acc: 0.976, Base Lr: 1.64e-04
2024-05-13 10:49:08 transreid.train INFO: Epoch[67] Iter[110/186] Loss: 0.287, Acc: 0.978, Base Lr: 1.64e-04
2024-05-13 10:49:10 transreid.train INFO: Epoch[67] Iter[120/186] Loss: 0.281, Acc: 0.979, Base Lr: 1.64e-04
2024-05-13 10:49:12 transreid.train INFO: Epoch[67] Iter[130/186] Loss: 0.269, Acc: 0.980, Base Lr: 1.64e-04
2024-05-13 10:49:14 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.258, Acc: 0.981, Base Lr: 1.64e-04
2024-05-13 10:49:16 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.250, Acc: 0.982, Base Lr: 1.64e-04
2024-05-13 10:49:18 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.242, Acc: 0.983, Base Lr: 1.64e-04
2024-05-13 10:49:21 transreid.train INFO: Epoch[67] Iter[170/186] Loss: 0.234, Acc: 0.984, Base Lr: 1.64e-04
2024-05-13 10:49:23 transreid.train INFO: Epoch[67] Iter[180/186] Loss: 0.225, Acc: 0.984, Base Lr: 1.64e-04
2024-05-13 10:49:24 transreid.train INFO: Epoch 67 done. Time per epoch: 39.913[s] Speed: 295.0[samples/s]
2024-05-13 10:49:27 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.357, Acc: 0.972, Base Lr: 1.59e-04
2024-05-13 10:49:29 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.345, Acc: 0.973, Base Lr: 1.59e-04
2024-05-13 10:49:31 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.335, Acc: 0.974, Base Lr: 1.59e-04
2024-05-13 10:49:33 transreid.train INFO: Epoch[68] Iter[40/186] Loss: 0.355, Acc: 0.968, Base Lr: 1.59e-04
2024-05-13 10:49:35 transreid.train INFO: Epoch[68] Iter[50/186] Loss: 0.340, Acc: 0.971, Base Lr: 1.59e-04
2024-05-13 10:49:37 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 0.327, Acc: 0.973, Base Lr: 1.59e-04
2024-05-13 10:49:39 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.321, Acc: 0.973, Base Lr: 1.59e-04
2024-05-13 10:49:41 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.311, Acc: 0.974, Base Lr: 1.59e-04
2024-05-13 10:49:44 transreid.train INFO: Epoch[68] Iter[90/186] Loss: 0.305, Acc: 0.975, Base Lr: 1.59e-04
2024-05-13 10:49:46 transreid.train INFO: Epoch[68] Iter[100/186] Loss: 0.298, Acc: 0.976, Base Lr: 1.59e-04
2024-05-13 10:49:48 transreid.train INFO: Epoch[68] Iter[110/186] Loss: 0.284, Acc: 0.978, Base Lr: 1.59e-04
2024-05-13 10:49:50 transreid.train INFO: Epoch[68] Iter[120/186] Loss: 0.275, Acc: 0.979, Base Lr: 1.59e-04
2024-05-13 10:49:52 transreid.train INFO: Epoch[68] Iter[130/186] Loss: 0.261, Acc: 0.981, Base Lr: 1.59e-04
2024-05-13 10:49:54 transreid.train INFO: Epoch[68] Iter[140/186] Loss: 0.257, Acc: 0.981, Base Lr: 1.59e-04
2024-05-13 10:49:56 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.250, Acc: 0.982, Base Lr: 1.59e-04
2024-05-13 10:49:58 transreid.train INFO: Epoch[68] Iter[160/186] Loss: 0.242, Acc: 0.983, Base Lr: 1.59e-04
2024-05-13 10:50:00 transreid.train INFO: Epoch[68] Iter[170/186] Loss: 0.235, Acc: 0.984, Base Lr: 1.59e-04
2024-05-13 10:50:03 transreid.train INFO: Epoch[68] Iter[180/186] Loss: 0.227, Acc: 0.984, Base Lr: 1.59e-04
2024-05-13 10:50:03 transreid.train INFO: Epoch 68 done. Time per epoch: 39.647[s] Speed: 295.4[samples/s]
2024-05-13 10:50:06 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.504, Acc: 0.956, Base Lr: 1.54e-04
2024-05-13 10:50:08 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.399, Acc: 0.970, Base Lr: 1.54e-04
2024-05-13 10:50:10 transreid.train INFO: Epoch[69] Iter[30/186] Loss: 0.398, Acc: 0.970, Base Lr: 1.54e-04
2024-05-13 10:50:13 transreid.train INFO: Epoch[69] Iter[40/186] Loss: 0.379, Acc: 0.970, Base Lr: 1.54e-04
2024-05-13 10:50:15 transreid.train INFO: Epoch[69] Iter[50/186] Loss: 0.357, Acc: 0.972, Base Lr: 1.54e-04
2024-05-13 10:50:17 transreid.train INFO: Epoch[69] Iter[60/186] Loss: 0.340, Acc: 0.975, Base Lr: 1.54e-04
2024-05-13 10:50:19 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.327, Acc: 0.976, Base Lr: 1.54e-04
2024-05-13 10:50:21 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.315, Acc: 0.978, Base Lr: 1.54e-04
2024-05-13 10:50:23 transreid.train INFO: Epoch[69] Iter[90/186] Loss: 0.305, Acc: 0.979, Base Lr: 1.54e-04
2024-05-13 10:50:25 transreid.train INFO: Epoch[69] Iter[100/186] Loss: 0.292, Acc: 0.980, Base Lr: 1.54e-04
2024-05-13 10:50:28 transreid.train INFO: Epoch[69] Iter[110/186] Loss: 0.284, Acc: 0.981, Base Lr: 1.54e-04
2024-05-13 10:50:30 transreid.train INFO: Epoch[69] Iter[120/186] Loss: 0.274, Acc: 0.983, Base Lr: 1.54e-04
2024-05-13 10:50:32 transreid.train INFO: Epoch[69] Iter[130/186] Loss: 0.265, Acc: 0.984, Base Lr: 1.54e-04
2024-05-13 10:50:34 transreid.train INFO: Epoch[69] Iter[140/186] Loss: 0.264, Acc: 0.984, Base Lr: 1.54e-04
2024-05-13 10:50:36 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.255, Acc: 0.985, Base Lr: 1.54e-04
2024-05-13 10:50:38 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.246, Acc: 0.986, Base Lr: 1.54e-04
2024-05-13 10:50:40 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.239, Acc: 0.986, Base Lr: 1.54e-04
2024-05-13 10:50:42 transreid.train INFO: Epoch[69] Iter[180/186] Loss: 0.230, Acc: 0.987, Base Lr: 1.54e-04
2024-05-13 10:50:43 transreid.train INFO: Epoch 69 done. Time per epoch: 40.156[s] Speed: 293.3[samples/s]
2024-05-13 10:50:46 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.450, Acc: 0.938, Base Lr: 1.49e-04
2024-05-13 10:50:48 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.386, Acc: 0.955, Base Lr: 1.49e-04
2024-05-13 10:50:50 transreid.train INFO: Epoch[70] Iter[30/186] Loss: 0.369, Acc: 0.961, Base Lr: 1.49e-04
2024-05-13 10:50:53 transreid.train INFO: Epoch[70] Iter[40/186] Loss: 0.348, Acc: 0.967, Base Lr: 1.49e-04
2024-05-13 10:50:55 transreid.train INFO: Epoch[70] Iter[50/186] Loss: 0.331, Acc: 0.970, Base Lr: 1.49e-04
2024-05-13 10:50:57 transreid.train INFO: Epoch[70] Iter[60/186] Loss: 0.314, Acc: 0.975, Base Lr: 1.49e-04
2024-05-13 10:50:59 transreid.train INFO: Epoch[70] Iter[70/186] Loss: 0.306, Acc: 0.977, Base Lr: 1.49e-04
2024-05-13 10:51:01 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.296, Acc: 0.979, Base Lr: 1.49e-04
2024-05-13 10:51:03 transreid.train INFO: Epoch[70] Iter[90/186] Loss: 0.288, Acc: 0.980, Base Lr: 1.49e-04
2024-05-13 10:51:05 transreid.train INFO: Epoch[70] Iter[100/186] Loss: 0.277, Acc: 0.981, Base Lr: 1.49e-04
2024-05-13 10:51:07 transreid.train INFO: Epoch[70] Iter[110/186] Loss: 0.271, Acc: 0.981, Base Lr: 1.49e-04
2024-05-13 10:51:10 transreid.train INFO: Epoch[70] Iter[120/186] Loss: 0.265, Acc: 0.981, Base Lr: 1.49e-04
2024-05-13 10:51:12 transreid.train INFO: Epoch[70] Iter[130/186] Loss: 0.257, Acc: 0.983, Base Lr: 1.49e-04
2024-05-13 10:51:14 transreid.train INFO: Epoch[70] Iter[140/186] Loss: 0.249, Acc: 0.983, Base Lr: 1.49e-04
2024-05-13 10:51:16 transreid.train INFO: Epoch[70] Iter[150/186] Loss: 0.240, Acc: 0.984, Base Lr: 1.49e-04
2024-05-13 10:51:18 transreid.train INFO: Epoch[70] Iter[160/186] Loss: 0.233, Acc: 0.985, Base Lr: 1.49e-04
2024-05-13 10:51:20 transreid.train INFO: Epoch[70] Iter[170/186] Loss: 0.225, Acc: 0.985, Base Lr: 1.49e-04
2024-05-13 10:51:22 transreid.train INFO: Epoch[70] Iter[180/186] Loss: 0.217, Acc: 0.986, Base Lr: 1.49e-04
2024-05-13 10:51:23 transreid.train INFO: Epoch 70 done. Time per epoch: 39.579[s] Speed: 295.9[samples/s]
2024-05-13 10:51:26 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.382, Acc: 0.970, Base Lr: 1.44e-04
2024-05-13 10:51:28 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.389, Acc: 0.973, Base Lr: 1.44e-04
2024-05-13 10:51:30 transreid.train INFO: Epoch[71] Iter[30/186] Loss: 0.369, Acc: 0.972, Base Lr: 1.44e-04
2024-05-13 10:51:32 transreid.train INFO: Epoch[71] Iter[40/186] Loss: 0.348, Acc: 0.976, Base Lr: 1.44e-04
2024-05-13 10:51:34 transreid.train INFO: Epoch[71] Iter[50/186] Loss: 0.332, Acc: 0.976, Base Lr: 1.44e-04
2024-05-13 10:51:36 transreid.train INFO: Epoch[71] Iter[60/186] Loss: 0.318, Acc: 0.977, Base Lr: 1.44e-04
2024-05-13 10:51:39 transreid.train INFO: Epoch[71] Iter[70/186] Loss: 0.309, Acc: 0.977, Base Lr: 1.44e-04
2024-05-13 10:51:41 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.297, Acc: 0.978, Base Lr: 1.44e-04
2024-05-13 10:51:43 transreid.train INFO: Epoch[71] Iter[90/186] Loss: 0.290, Acc: 0.979, Base Lr: 1.44e-04
2024-05-13 10:51:45 transreid.train INFO: Epoch[71] Iter[100/186] Loss: 0.283, Acc: 0.980, Base Lr: 1.44e-04
2024-05-13 10:51:47 transreid.train INFO: Epoch[71] Iter[110/186] Loss: 0.272, Acc: 0.981, Base Lr: 1.44e-04
2024-05-13 10:51:49 transreid.train INFO: Epoch[71] Iter[120/186] Loss: 0.260, Acc: 0.983, Base Lr: 1.44e-04
2024-05-13 10:51:51 transreid.train INFO: Epoch[71] Iter[130/186] Loss: 0.252, Acc: 0.984, Base Lr: 1.44e-04
2024-05-13 10:51:53 transreid.train INFO: Epoch[71] Iter[140/186] Loss: 0.244, Acc: 0.984, Base Lr: 1.44e-04
2024-05-13 10:51:56 transreid.train INFO: Epoch[71] Iter[150/186] Loss: 0.236, Acc: 0.985, Base Lr: 1.44e-04
2024-05-13 10:51:58 transreid.train INFO: Epoch[71] Iter[160/186] Loss: 0.229, Acc: 0.986, Base Lr: 1.44e-04
2024-05-13 10:52:00 transreid.train INFO: Epoch[71] Iter[170/186] Loss: 0.221, Acc: 0.986, Base Lr: 1.44e-04
2024-05-13 10:52:02 transreid.train INFO: Epoch[71] Iter[180/186] Loss: 0.213, Acc: 0.987, Base Lr: 1.44e-04
2024-05-13 10:52:03 transreid.train INFO: Epoch 71 done. Time per epoch: 39.791[s] Speed: 295.9[samples/s]
2024-05-13 10:52:06 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.393, Acc: 0.978, Base Lr: 1.39e-04
2024-05-13 10:52:08 transreid.train INFO: Epoch[72] Iter[20/186] Loss: 0.439, Acc: 0.974, Base Lr: 1.39e-04
2024-05-13 10:52:10 transreid.train INFO: Epoch[72] Iter[30/186] Loss: 0.388, Acc: 0.976, Base Lr: 1.39e-04
2024-05-13 10:52:12 transreid.train INFO: Epoch[72] Iter[40/186] Loss: 0.367, Acc: 0.979, Base Lr: 1.39e-04
2024-05-13 10:52:14 transreid.train INFO: Epoch[72] Iter[50/186] Loss: 0.352, Acc: 0.979, Base Lr: 1.39e-04
2024-05-13 10:52:16 transreid.train INFO: Epoch[72] Iter[60/186] Loss: 0.338, Acc: 0.979, Base Lr: 1.39e-04
2024-05-13 10:52:18 transreid.train INFO: Epoch[72] Iter[70/186] Loss: 0.320, Acc: 0.981, Base Lr: 1.39e-04
2024-05-13 10:52:20 transreid.train INFO: Epoch[72] Iter[80/186] Loss: 0.306, Acc: 0.982, Base Lr: 1.39e-04
2024-05-13 10:52:23 transreid.train INFO: Epoch[72] Iter[90/186] Loss: 0.296, Acc: 0.982, Base Lr: 1.39e-04
2024-05-13 10:52:25 transreid.train INFO: Epoch[72] Iter[100/186] Loss: 0.281, Acc: 0.983, Base Lr: 1.39e-04
2024-05-13 10:52:27 transreid.train INFO: Epoch[72] Iter[110/186] Loss: 0.271, Acc: 0.984, Base Lr: 1.39e-04
2024-05-13 10:52:29 transreid.train INFO: Epoch[72] Iter[120/186] Loss: 0.262, Acc: 0.984, Base Lr: 1.39e-04
2024-05-13 10:52:31 transreid.train INFO: Epoch[72] Iter[130/186] Loss: 0.258, Acc: 0.984, Base Lr: 1.39e-04
2024-05-13 10:52:33 transreid.train INFO: Epoch[72] Iter[140/186] Loss: 0.250, Acc: 0.984, Base Lr: 1.39e-04
2024-05-13 10:52:35 transreid.train INFO: Epoch[72] Iter[150/186] Loss: 0.243, Acc: 0.985, Base Lr: 1.39e-04
2024-05-13 10:52:37 transreid.train INFO: Epoch[72] Iter[160/186] Loss: 0.234, Acc: 0.985, Base Lr: 1.39e-04
2024-05-13 10:52:39 transreid.train INFO: Epoch[72] Iter[170/186] Loss: 0.227, Acc: 0.986, Base Lr: 1.39e-04
2024-05-13 10:52:42 transreid.train INFO: Epoch[72] Iter[180/186] Loss: 0.220, Acc: 0.986, Base Lr: 1.39e-04
2024-05-13 10:52:42 transreid.train INFO: Epoch 72 done. Time per epoch: 39.503[s] Speed: 296.5[samples/s]
2024-05-13 10:52:45 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.446, Acc: 0.956, Base Lr: 1.34e-04
2024-05-13 10:52:47 transreid.train INFO: Epoch[73] Iter[20/186] Loss: 0.401, Acc: 0.970, Base Lr: 1.34e-04
2024-05-13 10:52:49 transreid.train INFO: Epoch[73] Iter[30/186] Loss: 0.381, Acc: 0.973, Base Lr: 1.34e-04
2024-05-13 10:52:51 transreid.train INFO: Epoch[73] Iter[40/186] Loss: 0.368, Acc: 0.973, Base Lr: 1.34e-04
2024-05-13 10:52:54 transreid.train INFO: Epoch[73] Iter[50/186] Loss: 0.351, Acc: 0.975, Base Lr: 1.34e-04
2024-05-13 10:52:56 transreid.train INFO: Epoch[73] Iter[60/186] Loss: 0.328, Acc: 0.978, Base Lr: 1.34e-04
2024-05-13 10:52:58 transreid.train INFO: Epoch[73] Iter[70/186] Loss: 0.314, Acc: 0.979, Base Lr: 1.34e-04
2024-05-13 10:53:00 transreid.train INFO: Epoch[73] Iter[80/186] Loss: 0.296, Acc: 0.982, Base Lr: 1.34e-04
2024-05-13 10:53:02 transreid.train INFO: Epoch[73] Iter[90/186] Loss: 0.286, Acc: 0.983, Base Lr: 1.34e-04
2024-05-13 10:53:04 transreid.train INFO: Epoch[73] Iter[100/186] Loss: 0.278, Acc: 0.983, Base Lr: 1.34e-04
2024-05-13 10:53:06 transreid.train INFO: Epoch[73] Iter[110/186] Loss: 0.266, Acc: 0.984, Base Lr: 1.34e-04
2024-05-13 10:53:08 transreid.train INFO: Epoch[73] Iter[120/186] Loss: 0.256, Acc: 0.985, Base Lr: 1.34e-04
2024-05-13 10:53:11 transreid.train INFO: Epoch[73] Iter[130/186] Loss: 0.248, Acc: 0.985, Base Lr: 1.34e-04
2024-05-13 10:53:13 transreid.train INFO: Epoch[73] Iter[140/186] Loss: 0.240, Acc: 0.986, Base Lr: 1.34e-04
2024-05-13 10:53:15 transreid.train INFO: Epoch[73] Iter[150/186] Loss: 0.232, Acc: 0.987, Base Lr: 1.34e-04
2024-05-13 10:53:17 transreid.train INFO: Epoch[73] Iter[160/186] Loss: 0.222, Acc: 0.988, Base Lr: 1.34e-04
2024-05-13 10:53:19 transreid.train INFO: Epoch[73] Iter[170/186] Loss: 0.217, Acc: 0.988, Base Lr: 1.34e-04
2024-05-13 10:53:21 transreid.train INFO: Epoch[73] Iter[180/186] Loss: 0.209, Acc: 0.989, Base Lr: 1.34e-04
2024-05-13 10:53:22 transreid.train INFO: Epoch 73 done. Time per epoch: 39.651[s] Speed: 295.4[samples/s]
2024-05-13 10:53:25 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.362, Acc: 0.972, Base Lr: 1.29e-04
2024-05-13 10:53:27 transreid.train INFO: Epoch[74] Iter[20/186] Loss: 0.368, Acc: 0.967, Base Lr: 1.29e-04
2024-05-13 10:53:29 transreid.train INFO: Epoch[74] Iter[30/186] Loss: 0.368, Acc: 0.968, Base Lr: 1.29e-04
2024-05-13 10:53:31 transreid.train INFO: Epoch[74] Iter[40/186] Loss: 0.334, Acc: 0.973, Base Lr: 1.29e-04
2024-05-13 10:53:33 transreid.train INFO: Epoch[74] Iter[50/186] Loss: 0.314, Acc: 0.977, Base Lr: 1.29e-04
2024-05-13 10:53:35 transreid.train INFO: Epoch[74] Iter[60/186] Loss: 0.304, Acc: 0.979, Base Lr: 1.29e-04
2024-05-13 10:53:38 transreid.train INFO: Epoch[74] Iter[70/186] Loss: 0.295, Acc: 0.980, Base Lr: 1.29e-04
2024-05-13 10:53:40 transreid.train INFO: Epoch[74] Iter[80/186] Loss: 0.281, Acc: 0.982, Base Lr: 1.29e-04
2024-05-13 10:53:42 transreid.train INFO: Epoch[74] Iter[90/186] Loss: 0.268, Acc: 0.983, Base Lr: 1.29e-04
2024-05-13 10:53:44 transreid.train INFO: Epoch[74] Iter[100/186] Loss: 0.260, Acc: 0.982, Base Lr: 1.29e-04
2024-05-13 10:53:46 transreid.train INFO: Epoch[74] Iter[110/186] Loss: 0.252, Acc: 0.983, Base Lr: 1.29e-04
2024-05-13 10:53:48 transreid.train INFO: Epoch[74] Iter[120/186] Loss: 0.244, Acc: 0.983, Base Lr: 1.29e-04
2024-05-13 10:53:50 transreid.train INFO: Epoch[74] Iter[130/186] Loss: 0.235, Acc: 0.984, Base Lr: 1.29e-04
2024-05-13 10:53:52 transreid.train INFO: Epoch[74] Iter[140/186] Loss: 0.228, Acc: 0.984, Base Lr: 1.29e-04
2024-05-13 10:53:55 transreid.train INFO: Epoch[74] Iter[150/186] Loss: 0.222, Acc: 0.985, Base Lr: 1.29e-04
2024-05-13 10:53:57 transreid.train INFO: Epoch[74] Iter[160/186] Loss: 0.215, Acc: 0.985, Base Lr: 1.29e-04
2024-05-13 10:53:59 transreid.train INFO: Epoch[74] Iter[170/186] Loss: 0.207, Acc: 0.986, Base Lr: 1.29e-04
2024-05-13 10:54:01 transreid.train INFO: Epoch[74] Iter[180/186] Loss: 0.201, Acc: 0.986, Base Lr: 1.29e-04
2024-05-13 10:54:02 transreid.train INFO: Epoch 74 done. Time per epoch: 39.745[s] Speed: 294.7[samples/s]
2024-05-13 10:54:05 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.355, Acc: 0.980, Base Lr: 1.24e-04
2024-05-13 10:54:07 transreid.train INFO: Epoch[75] Iter[20/186] Loss: 0.352, Acc: 0.975, Base Lr: 1.24e-04
2024-05-13 10:54:09 transreid.train INFO: Epoch[75] Iter[30/186] Loss: 0.329, Acc: 0.979, Base Lr: 1.24e-04
2024-05-13 10:54:11 transreid.train INFO: Epoch[75] Iter[40/186] Loss: 0.319, Acc: 0.980, Base Lr: 1.24e-04
2024-05-13 10:54:13 transreid.train INFO: Epoch[75] Iter[50/186] Loss: 0.307, Acc: 0.980, Base Lr: 1.24e-04
2024-05-13 10:54:15 transreid.train INFO: Epoch[75] Iter[60/186] Loss: 0.301, Acc: 0.980, Base Lr: 1.24e-04
2024-05-13 10:54:17 transreid.train INFO: Epoch[75] Iter[70/186] Loss: 0.286, Acc: 0.981, Base Lr: 1.24e-04
2024-05-13 10:54:19 transreid.train INFO: Epoch[75] Iter[80/186] Loss: 0.273, Acc: 0.983, Base Lr: 1.24e-04
2024-05-13 10:54:22 transreid.train INFO: Epoch[75] Iter[90/186] Loss: 0.267, Acc: 0.983, Base Lr: 1.24e-04
2024-05-13 10:54:24 transreid.train INFO: Epoch[75] Iter[100/186] Loss: 0.256, Acc: 0.984, Base Lr: 1.24e-04
2024-05-13 10:54:26 transreid.train INFO: Epoch[75] Iter[110/186] Loss: 0.247, Acc: 0.985, Base Lr: 1.24e-04
2024-05-13 10:54:28 transreid.train INFO: Epoch[75] Iter[120/186] Loss: 0.239, Acc: 0.986, Base Lr: 1.24e-04
2024-05-13 10:54:30 transreid.train INFO: Epoch[75] Iter[130/186] Loss: 0.232, Acc: 0.986, Base Lr: 1.24e-04
2024-05-13 10:54:32 transreid.train INFO: Epoch[75] Iter[140/186] Loss: 0.224, Acc: 0.987, Base Lr: 1.24e-04
2024-05-13 10:54:34 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.217, Acc: 0.987, Base Lr: 1.24e-04
2024-05-13 10:54:36 transreid.train INFO: Epoch[75] Iter[160/186] Loss: 0.211, Acc: 0.988, Base Lr: 1.24e-04
2024-05-13 10:54:39 transreid.train INFO: Epoch[75] Iter[170/186] Loss: 0.204, Acc: 0.988, Base Lr: 1.24e-04
2024-05-13 10:54:41 transreid.train INFO: Epoch[75] Iter[180/186] Loss: 0.197, Acc: 0.989, Base Lr: 1.24e-04
2024-05-13 10:54:41 transreid.train INFO: Epoch 75 done. Time per epoch: 39.837[s] Speed: 294.0[samples/s]
2024-05-13 10:54:44 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.360, Acc: 0.972, Base Lr: 1.19e-04
2024-05-13 10:54:47 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 0.342, Acc: 0.973, Base Lr: 1.19e-04
2024-05-13 10:54:49 transreid.train INFO: Epoch[76] Iter[30/186] Loss: 0.319, Acc: 0.978, Base Lr: 1.19e-04
2024-05-13 10:54:51 transreid.train INFO: Epoch[76] Iter[40/186] Loss: 0.295, Acc: 0.980, Base Lr: 1.19e-04
2024-05-13 10:54:53 transreid.train INFO: Epoch[76] Iter[50/186] Loss: 0.281, Acc: 0.982, Base Lr: 1.19e-04
2024-05-13 10:54:55 transreid.train INFO: Epoch[76] Iter[60/186] Loss: 0.280, Acc: 0.981, Base Lr: 1.19e-04
2024-05-13 10:54:57 transreid.train INFO: Epoch[76] Iter[70/186] Loss: 0.272, Acc: 0.981, Base Lr: 1.19e-04
2024-05-13 10:54:59 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.260, Acc: 0.983, Base Lr: 1.19e-04
2024-05-13 10:55:01 transreid.train INFO: Epoch[76] Iter[90/186] Loss: 0.258, Acc: 0.983, Base Lr: 1.19e-04
2024-05-13 10:55:04 transreid.train INFO: Epoch[76] Iter[100/186] Loss: 0.248, Acc: 0.984, Base Lr: 1.19e-04
2024-05-13 10:55:06 transreid.train INFO: Epoch[76] Iter[110/186] Loss: 0.241, Acc: 0.985, Base Lr: 1.19e-04
2024-05-13 10:55:08 transreid.train INFO: Epoch[76] Iter[120/186] Loss: 0.234, Acc: 0.986, Base Lr: 1.19e-04
2024-05-13 10:55:10 transreid.train INFO: Epoch[76] Iter[130/186] Loss: 0.225, Acc: 0.987, Base Lr: 1.19e-04
2024-05-13 10:55:12 transreid.train INFO: Epoch[76] Iter[140/186] Loss: 0.219, Acc: 0.987, Base Lr: 1.19e-04
2024-05-13 10:55:14 transreid.train INFO: Epoch[76] Iter[150/186] Loss: 0.211, Acc: 0.988, Base Lr: 1.19e-04
2024-05-13 10:55:16 transreid.train INFO: Epoch[76] Iter[160/186] Loss: 0.205, Acc: 0.989, Base Lr: 1.19e-04
2024-05-13 10:55:18 transreid.train INFO: Epoch[76] Iter[170/186] Loss: 0.199, Acc: 0.989, Base Lr: 1.19e-04
2024-05-13 10:55:21 transreid.train INFO: Epoch[76] Iter[180/186] Loss: 0.193, Acc: 0.989, Base Lr: 1.19e-04
2024-05-13 10:55:21 transreid.train INFO: Epoch 76 done. Time per epoch: 39.856[s] Speed: 293.9[samples/s]
2024-05-13 10:55:24 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.344, Acc: 0.978, Base Lr: 1.14e-04
2024-05-13 10:55:27 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 0.334, Acc: 0.969, Base Lr: 1.14e-04
2024-05-13 10:55:29 transreid.train INFO: Epoch[77] Iter[30/186] Loss: 0.328, Acc: 0.968, Base Lr: 1.14e-04
2024-05-13 10:55:31 transreid.train INFO: Epoch[77] Iter[40/186] Loss: 0.324, Acc: 0.973, Base Lr: 1.14e-04
2024-05-13 10:55:33 transreid.train INFO: Epoch[77] Iter[50/186] Loss: 0.311, Acc: 0.975, Base Lr: 1.14e-04
2024-05-13 10:55:35 transreid.train INFO: Epoch[77] Iter[60/186] Loss: 0.310, Acc: 0.977, Base Lr: 1.14e-04
2024-05-13 10:55:37 transreid.train INFO: Epoch[77] Iter[70/186] Loss: 0.300, Acc: 0.978, Base Lr: 1.14e-04
2024-05-13 10:55:39 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.288, Acc: 0.980, Base Lr: 1.14e-04
2024-05-13 10:55:41 transreid.train INFO: Epoch[77] Iter[90/186] Loss: 0.278, Acc: 0.981, Base Lr: 1.14e-04
2024-05-13 10:55:43 transreid.train INFO: Epoch[77] Iter[100/186] Loss: 0.269, Acc: 0.982, Base Lr: 1.14e-04
2024-05-13 10:55:46 transreid.train INFO: Epoch[77] Iter[110/186] Loss: 0.262, Acc: 0.983, Base Lr: 1.14e-04
2024-05-13 10:55:48 transreid.train INFO: Epoch[77] Iter[120/186] Loss: 0.255, Acc: 0.983, Base Lr: 1.14e-04
2024-05-13 10:55:50 transreid.train INFO: Epoch[77] Iter[130/186] Loss: 0.245, Acc: 0.984, Base Lr: 1.14e-04
2024-05-13 10:55:52 transreid.train INFO: Epoch[77] Iter[140/186] Loss: 0.234, Acc: 0.985, Base Lr: 1.14e-04
2024-05-13 10:55:54 transreid.train INFO: Epoch[77] Iter[150/186] Loss: 0.228, Acc: 0.986, Base Lr: 1.14e-04
2024-05-13 10:55:56 transreid.train INFO: Epoch[77] Iter[160/186] Loss: 0.219, Acc: 0.986, Base Lr: 1.14e-04
2024-05-13 10:55:58 transreid.train INFO: Epoch[77] Iter[170/186] Loss: 0.212, Acc: 0.987, Base Lr: 1.14e-04
2024-05-13 10:56:00 transreid.train INFO: Epoch[77] Iter[180/186] Loss: 0.206, Acc: 0.987, Base Lr: 1.14e-04
2024-05-13 10:56:01 transreid.train INFO: Epoch 77 done. Time per epoch: 39.722[s] Speed: 294.8[samples/s]
2024-05-13 10:56:04 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.376, Acc: 0.970, Base Lr: 1.10e-04
2024-05-13 10:56:06 transreid.train INFO: Epoch[78] Iter[20/186] Loss: 0.355, Acc: 0.973, Base Lr: 1.10e-04
2024-05-13 10:56:08 transreid.train INFO: Epoch[78] Iter[30/186] Loss: 0.313, Acc: 0.978, Base Lr: 1.10e-04
2024-05-13 10:56:10 transreid.train INFO: Epoch[78] Iter[40/186] Loss: 0.302, Acc: 0.981, Base Lr: 1.10e-04
2024-05-13 10:56:13 transreid.train INFO: Epoch[78] Iter[50/186] Loss: 0.294, Acc: 0.982, Base Lr: 1.10e-04
2024-05-13 10:56:15 transreid.train INFO: Epoch[78] Iter[60/186] Loss: 0.287, Acc: 0.983, Base Lr: 1.10e-04
2024-05-13 10:56:17 transreid.train INFO: Epoch[78] Iter[70/186] Loss: 0.274, Acc: 0.984, Base Lr: 1.10e-04
2024-05-13 10:56:19 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.265, Acc: 0.985, Base Lr: 1.10e-04
2024-05-13 10:56:21 transreid.train INFO: Epoch[78] Iter[90/186] Loss: 0.254, Acc: 0.985, Base Lr: 1.10e-04
2024-05-13 10:56:23 transreid.train INFO: Epoch[78] Iter[100/186] Loss: 0.244, Acc: 0.986, Base Lr: 1.10e-04
2024-05-13 10:56:25 transreid.train INFO: Epoch[78] Iter[110/186] Loss: 0.236, Acc: 0.986, Base Lr: 1.10e-04
2024-05-13 10:56:27 transreid.train INFO: Epoch[78] Iter[120/186] Loss: 0.229, Acc: 0.987, Base Lr: 1.10e-04
2024-05-13 10:56:30 transreid.train INFO: Epoch[78] Iter[130/186] Loss: 0.226, Acc: 0.987, Base Lr: 1.10e-04
2024-05-13 10:56:32 transreid.train INFO: Epoch[78] Iter[140/186] Loss: 0.220, Acc: 0.988, Base Lr: 1.10e-04
2024-05-13 10:56:34 transreid.train INFO: Epoch[78] Iter[150/186] Loss: 0.213, Acc: 0.988, Base Lr: 1.10e-04
2024-05-13 10:56:36 transreid.train INFO: Epoch[78] Iter[160/186] Loss: 0.206, Acc: 0.988, Base Lr: 1.10e-04
2024-05-13 10:56:38 transreid.train INFO: Epoch[78] Iter[170/186] Loss: 0.201, Acc: 0.988, Base Lr: 1.10e-04
2024-05-13 10:56:40 transreid.train INFO: Epoch[78] Iter[180/186] Loss: 0.194, Acc: 0.989, Base Lr: 1.10e-04
2024-05-13 10:56:41 transreid.train INFO: Epoch 78 done. Time per epoch: 39.736[s] Speed: 294.7[samples/s]
2024-05-13 10:56:44 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.330, Acc: 0.984, Base Lr: 1.05e-04
2024-05-13 10:56:46 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 0.306, Acc: 0.987, Base Lr: 1.05e-04
2024-05-13 10:56:48 transreid.train INFO: Epoch[79] Iter[30/186] Loss: 0.320, Acc: 0.984, Base Lr: 1.05e-04
2024-05-13 10:56:50 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 0.303, Acc: 0.985, Base Lr: 1.05e-04
2024-05-13 10:56:52 transreid.train INFO: Epoch[79] Iter[50/186] Loss: 0.291, Acc: 0.986, Base Lr: 1.05e-04
2024-05-13 10:56:54 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.276, Acc: 0.987, Base Lr: 1.05e-04
2024-05-13 10:56:56 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.277, Acc: 0.985, Base Lr: 1.05e-04
2024-05-13 10:56:59 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.266, Acc: 0.986, Base Lr: 1.05e-04
2024-05-13 10:57:01 transreid.train INFO: Epoch[79] Iter[90/186] Loss: 0.258, Acc: 0.986, Base Lr: 1.05e-04
2024-05-13 10:57:03 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.251, Acc: 0.986, Base Lr: 1.05e-04
2024-05-13 10:57:05 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.240, Acc: 0.987, Base Lr: 1.05e-04
2024-05-13 10:57:07 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.232, Acc: 0.987, Base Lr: 1.05e-04
2024-05-13 10:57:09 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.224, Acc: 0.988, Base Lr: 1.05e-04
2024-05-13 10:57:11 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.218, Acc: 0.989, Base Lr: 1.05e-04
2024-05-13 10:57:13 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.211, Acc: 0.989, Base Lr: 1.05e-04
2024-05-13 10:57:16 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.207, Acc: 0.989, Base Lr: 1.05e-04
2024-05-13 10:57:18 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.200, Acc: 0.990, Base Lr: 1.05e-04
2024-05-13 10:57:20 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.192, Acc: 0.990, Base Lr: 1.05e-04
2024-05-13 10:57:21 transreid.train INFO: Epoch 79 done. Time per epoch: 39.918[s] Speed: 295.0[samples/s]
2024-05-13 10:57:24 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.309, Acc: 0.977, Base Lr: 1.01e-04
2024-05-13 10:57:26 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.314, Acc: 0.970, Base Lr: 1.01e-04
2024-05-13 10:57:28 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.304, Acc: 0.976, Base Lr: 1.01e-04
2024-05-13 10:57:30 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.300, Acc: 0.977, Base Lr: 1.01e-04
2024-05-13 10:57:32 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.288, Acc: 0.980, Base Lr: 1.01e-04
2024-05-13 10:57:34 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.286, Acc: 0.981, Base Lr: 1.01e-04
2024-05-13 10:57:36 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.274, Acc: 0.983, Base Lr: 1.01e-04
2024-05-13 10:57:39 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.261, Acc: 0.983, Base Lr: 1.01e-04
2024-05-13 10:57:41 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.254, Acc: 0.985, Base Lr: 1.01e-04
2024-05-13 10:57:43 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.247, Acc: 0.985, Base Lr: 1.01e-04
2024-05-13 10:57:45 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.239, Acc: 0.986, Base Lr: 1.01e-04
2024-05-13 10:57:47 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.231, Acc: 0.986, Base Lr: 1.01e-04
2024-05-13 10:57:49 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.222, Acc: 0.987, Base Lr: 1.01e-04
2024-05-13 10:57:51 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.217, Acc: 0.987, Base Lr: 1.01e-04
2024-05-13 10:57:53 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.210, Acc: 0.988, Base Lr: 1.01e-04
2024-05-13 10:57:56 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.203, Acc: 0.989, Base Lr: 1.01e-04
2024-05-13 10:57:58 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.195, Acc: 0.989, Base Lr: 1.01e-04
2024-05-13 10:58:00 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.187, Acc: 0.990, Base Lr: 1.01e-04
2024-05-13 10:58:00 transreid.train INFO: Epoch 80 done. Time per epoch: 39.742[s] Speed: 294.7[samples/s]
2024-05-13 10:58:54 transreid.train INFO: Validation Results - Epoch: 80
2024-05-13 10:58:54 transreid.train INFO: mAP: 93.8%
2024-05-13 10:58:54 transreid.train INFO: CMC curve, Rank-1  :97.0%
2024-05-13 10:58:54 transreid.train INFO: CMC curve, Rank-5  :99.0%
2024-05-13 10:58:54 transreid.train INFO: CMC curve, Rank-10 :99.4%
2024-05-13 10:58:57 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.335, Acc: 0.975, Base Lr: 9.61e-05
2024-05-13 10:58:59 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.309, Acc: 0.980, Base Lr: 9.61e-05
2024-05-13 10:59:01 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.299, Acc: 0.980, Base Lr: 9.61e-05
2024-05-13 10:59:03 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.295, Acc: 0.982, Base Lr: 9.61e-05
2024-05-13 10:59:06 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.291, Acc: 0.980, Base Lr: 9.61e-05
2024-05-13 10:59:08 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.282, Acc: 0.981, Base Lr: 9.61e-05
2024-05-13 10:59:10 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.268, Acc: 0.981, Base Lr: 9.61e-05
2024-05-13 10:59:12 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.274, Acc: 0.982, Base Lr: 9.61e-05
2024-05-13 10:59:14 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.264, Acc: 0.983, Base Lr: 9.61e-05
2024-05-13 10:59:16 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.252, Acc: 0.984, Base Lr: 9.61e-05
2024-05-13 10:59:18 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.245, Acc: 0.985, Base Lr: 9.61e-05
2024-05-13 10:59:20 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.235, Acc: 0.986, Base Lr: 9.61e-05
2024-05-13 10:59:22 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.225, Acc: 0.987, Base Lr: 9.61e-05
2024-05-13 10:59:25 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.219, Acc: 0.987, Base Lr: 9.61e-05
2024-05-13 10:59:27 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.212, Acc: 0.988, Base Lr: 9.61e-05
2024-05-13 10:59:29 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.205, Acc: 0.989, Base Lr: 9.61e-05
2024-05-13 10:59:31 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.198, Acc: 0.989, Base Lr: 9.61e-05
2024-05-13 10:59:33 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.191, Acc: 0.990, Base Lr: 9.61e-05
2024-05-13 10:59:34 transreid.train INFO: Epoch 81 done. Time per epoch: 40.197[s] Speed: 294.5[samples/s]
2024-05-13 10:59:37 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.269, Acc: 0.984, Base Lr: 9.17e-05
2024-05-13 10:59:39 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.287, Acc: 0.988, Base Lr: 9.17e-05
2024-05-13 10:59:41 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.312, Acc: 0.981, Base Lr: 9.17e-05
2024-05-13 10:59:44 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.307, Acc: 0.980, Base Lr: 9.17e-05
2024-05-13 10:59:46 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.296, Acc: 0.980, Base Lr: 9.17e-05
2024-05-13 10:59:48 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.281, Acc: 0.982, Base Lr: 9.17e-05
2024-05-13 10:59:50 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.267, Acc: 0.983, Base Lr: 9.17e-05
2024-05-13 10:59:52 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.258, Acc: 0.984, Base Lr: 9.17e-05
2024-05-13 10:59:54 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.247, Acc: 0.985, Base Lr: 9.17e-05
2024-05-13 10:59:56 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.238, Acc: 0.987, Base Lr: 9.17e-05
2024-05-13 10:59:58 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.230, Acc: 0.987, Base Lr: 9.17e-05
2024-05-13 11:00:01 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.223, Acc: 0.988, Base Lr: 9.17e-05
2024-05-13 11:00:03 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.214, Acc: 0.989, Base Lr: 9.17e-05
2024-05-13 11:00:05 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.207, Acc: 0.990, Base Lr: 9.17e-05
2024-05-13 11:00:07 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.200, Acc: 0.990, Base Lr: 9.17e-05
2024-05-13 11:00:09 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.193, Acc: 0.991, Base Lr: 9.17e-05
2024-05-13 11:00:11 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.187, Acc: 0.991, Base Lr: 9.17e-05
2024-05-13 11:00:13 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.180, Acc: 0.992, Base Lr: 9.17e-05
2024-05-13 11:00:14 transreid.train INFO: Epoch 82 done. Time per epoch: 39.673[s] Speed: 295.2[samples/s]
2024-05-13 11:00:17 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.317, Acc: 0.981, Base Lr: 8.73e-05
2024-05-13 11:00:19 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.300, Acc: 0.984, Base Lr: 8.73e-05
2024-05-13 11:00:21 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.290, Acc: 0.984, Base Lr: 8.73e-05
2024-05-13 11:00:23 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.294, Acc: 0.981, Base Lr: 8.73e-05
2024-05-13 11:00:25 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.277, Acc: 0.982, Base Lr: 8.73e-05
2024-05-13 11:00:27 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.262, Acc: 0.983, Base Lr: 8.73e-05
2024-05-13 11:00:30 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.254, Acc: 0.985, Base Lr: 8.73e-05
2024-05-13 11:00:32 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.249, Acc: 0.985, Base Lr: 8.73e-05
2024-05-13 11:00:34 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.242, Acc: 0.986, Base Lr: 8.73e-05
2024-05-13 11:00:36 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.238, Acc: 0.987, Base Lr: 8.73e-05
2024-05-13 11:00:38 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.229, Acc: 0.988, Base Lr: 8.73e-05
2024-05-13 11:00:40 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.221, Acc: 0.988, Base Lr: 8.73e-05
2024-05-13 11:00:42 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.214, Acc: 0.989, Base Lr: 8.73e-05
2024-05-13 11:00:44 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.208, Acc: 0.989, Base Lr: 8.73e-05
2024-05-13 11:00:47 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.201, Acc: 0.989, Base Lr: 8.73e-05
2024-05-13 11:00:49 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.194, Acc: 0.990, Base Lr: 8.73e-05
2024-05-13 11:00:51 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.188, Acc: 0.990, Base Lr: 8.73e-05
2024-05-13 11:00:53 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.184, Acc: 0.990, Base Lr: 8.73e-05
2024-05-13 11:00:54 transreid.train INFO: Epoch 83 done. Time per epoch: 39.911[s] Speed: 295.1[samples/s]
2024-05-13 11:00:57 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.312, Acc: 0.973, Base Lr: 8.31e-05
2024-05-13 11:00:59 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.278, Acc: 0.981, Base Lr: 8.31e-05
2024-05-13 11:01:01 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.274, Acc: 0.983, Base Lr: 8.31e-05
2024-05-13 11:01:03 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.268, Acc: 0.985, Base Lr: 8.31e-05
2024-05-13 11:01:05 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.270, Acc: 0.985, Base Lr: 8.31e-05
2024-05-13 11:01:07 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.261, Acc: 0.985, Base Lr: 8.31e-05
2024-05-13 11:01:09 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.250, Acc: 0.987, Base Lr: 8.31e-05
2024-05-13 11:01:12 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.243, Acc: 0.987, Base Lr: 8.31e-05
2024-05-13 11:01:14 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.235, Acc: 0.988, Base Lr: 8.31e-05
2024-05-13 11:01:16 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.226, Acc: 0.988, Base Lr: 8.31e-05
2024-05-13 11:01:18 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.220, Acc: 0.988, Base Lr: 8.31e-05
2024-05-13 11:01:20 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.213, Acc: 0.989, Base Lr: 8.31e-05
2024-05-13 11:01:22 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.207, Acc: 0.990, Base Lr: 8.31e-05
2024-05-13 11:01:24 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.199, Acc: 0.990, Base Lr: 8.31e-05
2024-05-13 11:01:26 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.194, Acc: 0.990, Base Lr: 8.31e-05
2024-05-13 11:01:28 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.186, Acc: 0.991, Base Lr: 8.31e-05
2024-05-13 11:01:31 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.181, Acc: 0.991, Base Lr: 8.31e-05
2024-05-13 11:01:33 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.174, Acc: 0.992, Base Lr: 8.31e-05
2024-05-13 11:01:33 transreid.train INFO: Epoch 84 done. Time per epoch: 39.578[s] Speed: 295.9[samples/s]
2024-05-13 11:01:36 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.296, Acc: 0.983, Base Lr: 7.89e-05
2024-05-13 11:01:38 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.280, Acc: 0.981, Base Lr: 7.89e-05
2024-05-13 11:01:41 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.262, Acc: 0.984, Base Lr: 7.89e-05
2024-05-13 11:01:43 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.264, Acc: 0.986, Base Lr: 7.89e-05
2024-05-13 11:01:45 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.257, Acc: 0.987, Base Lr: 7.89e-05
2024-05-13 11:01:47 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.253, Acc: 0.987, Base Lr: 7.89e-05
2024-05-13 11:01:49 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.241, Acc: 0.988, Base Lr: 7.89e-05
2024-05-13 11:01:51 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.233, Acc: 0.988, Base Lr: 7.89e-05
2024-05-13 11:01:53 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.226, Acc: 0.987, Base Lr: 7.89e-05
2024-05-13 11:01:55 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.217, Acc: 0.988, Base Lr: 7.89e-05
2024-05-13 11:01:58 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.211, Acc: 0.988, Base Lr: 7.89e-05
2024-05-13 11:02:00 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.205, Acc: 0.989, Base Lr: 7.89e-05
2024-05-13 11:02:02 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.198, Acc: 0.989, Base Lr: 7.89e-05
2024-05-13 11:02:04 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.196, Acc: 0.990, Base Lr: 7.89e-05
2024-05-13 11:02:06 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.191, Acc: 0.990, Base Lr: 7.89e-05
2024-05-13 11:02:08 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.186, Acc: 0.990, Base Lr: 7.89e-05
2024-05-13 11:02:10 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.180, Acc: 0.990, Base Lr: 7.89e-05
2024-05-13 11:02:12 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.177, Acc: 0.991, Base Lr: 7.89e-05
2024-05-13 11:02:13 transreid.train INFO: Epoch 85 done. Time per epoch: 39.742[s] Speed: 294.7[samples/s]
2024-05-13 11:02:16 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.355, Acc: 0.969, Base Lr: 7.48e-05
2024-05-13 11:02:18 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.331, Acc: 0.977, Base Lr: 7.48e-05
2024-05-13 11:02:20 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.312, Acc: 0.978, Base Lr: 7.48e-05
2024-05-13 11:02:22 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.301, Acc: 0.980, Base Lr: 7.48e-05
2024-05-13 11:02:24 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.286, Acc: 0.982, Base Lr: 7.48e-05
2024-05-13 11:02:27 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.265, Acc: 0.985, Base Lr: 7.48e-05
2024-05-13 11:02:29 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.255, Acc: 0.986, Base Lr: 7.48e-05
2024-05-13 11:02:31 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.244, Acc: 0.987, Base Lr: 7.48e-05
2024-05-13 11:02:33 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.238, Acc: 0.987, Base Lr: 7.48e-05
2024-05-13 11:02:35 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.225, Acc: 0.988, Base Lr: 7.48e-05
2024-05-13 11:02:37 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.218, Acc: 0.989, Base Lr: 7.48e-05
2024-05-13 11:02:39 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.208, Acc: 0.989, Base Lr: 7.48e-05
2024-05-13 11:02:41 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.202, Acc: 0.990, Base Lr: 7.48e-05
2024-05-13 11:02:44 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.196, Acc: 0.990, Base Lr: 7.48e-05
2024-05-13 11:02:46 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.190, Acc: 0.990, Base Lr: 7.48e-05
2024-05-13 11:02:48 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.182, Acc: 0.991, Base Lr: 7.48e-05
2024-05-13 11:02:50 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.177, Acc: 0.991, Base Lr: 7.48e-05
2024-05-13 11:02:52 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.171, Acc: 0.991, Base Lr: 7.48e-05
2024-05-13 11:02:53 transreid.train INFO: Epoch 86 done. Time per epoch: 39.668[s] Speed: 295.2[samples/s]
2024-05-13 11:02:56 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.318, Acc: 0.978, Base Lr: 7.08e-05
2024-05-13 11:02:58 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.274, Acc: 0.986, Base Lr: 7.08e-05
2024-05-13 11:03:00 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.265, Acc: 0.988, Base Lr: 7.08e-05
2024-05-13 11:03:02 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.278, Acc: 0.981, Base Lr: 7.08e-05
2024-05-13 11:03:04 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.270, Acc: 0.982, Base Lr: 7.08e-05
2024-05-13 11:03:06 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.258, Acc: 0.984, Base Lr: 7.08e-05
2024-05-13 11:03:09 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.253, Acc: 0.985, Base Lr: 7.08e-05
2024-05-13 11:03:11 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.243, Acc: 0.986, Base Lr: 7.08e-05
2024-05-13 11:03:13 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.231, Acc: 0.986, Base Lr: 7.08e-05
2024-05-13 11:03:15 transreid.train INFO: Epoch[87] Iter[100/186] Loss: 0.224, Acc: 0.987, Base Lr: 7.08e-05
2024-05-13 11:03:17 transreid.train INFO: Epoch[87] Iter[110/186] Loss: 0.217, Acc: 0.988, Base Lr: 7.08e-05
2024-05-13 11:03:19 transreid.train INFO: Epoch[87] Iter[120/186] Loss: 0.209, Acc: 0.989, Base Lr: 7.08e-05
2024-05-13 11:03:21 transreid.train INFO: Epoch[87] Iter[130/186] Loss: 0.201, Acc: 0.989, Base Lr: 7.08e-05
2024-05-13 11:03:24 transreid.train INFO: Epoch[87] Iter[140/186] Loss: 0.196, Acc: 0.990, Base Lr: 7.08e-05
2024-05-13 11:03:26 transreid.train INFO: Epoch[87] Iter[150/186] Loss: 0.188, Acc: 0.991, Base Lr: 7.08e-05
2024-05-13 11:03:28 transreid.train INFO: Epoch[87] Iter[160/186] Loss: 0.183, Acc: 0.991, Base Lr: 7.08e-05
2024-05-13 11:03:30 transreid.train INFO: Epoch[87] Iter[170/186] Loss: 0.180, Acc: 0.991, Base Lr: 7.08e-05
2024-05-13 11:03:32 transreid.train INFO: Epoch[87] Iter[180/186] Loss: 0.174, Acc: 0.991, Base Lr: 7.08e-05
2024-05-13 11:03:33 transreid.train INFO: Epoch 87 done. Time per epoch: 39.897[s] Speed: 293.6[samples/s]
2024-05-13 11:03:36 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.298, Acc: 0.978, Base Lr: 6.68e-05
2024-05-13 11:03:38 transreid.train INFO: Epoch[88] Iter[20/186] Loss: 0.285, Acc: 0.985, Base Lr: 6.68e-05
2024-05-13 11:03:40 transreid.train INFO: Epoch[88] Iter[30/186] Loss: 0.260, Acc: 0.988, Base Lr: 6.68e-05
2024-05-13 11:03:42 transreid.train INFO: Epoch[88] Iter[40/186] Loss: 0.266, Acc: 0.984, Base Lr: 6.68e-05
2024-05-13 11:03:44 transreid.train INFO: Epoch[88] Iter[50/186] Loss: 0.261, Acc: 0.985, Base Lr: 6.68e-05
2024-05-13 11:03:46 transreid.train INFO: Epoch[88] Iter[60/186] Loss: 0.254, Acc: 0.986, Base Lr: 6.68e-05
2024-05-13 11:03:48 transreid.train INFO: Epoch[88] Iter[70/186] Loss: 0.240, Acc: 0.987, Base Lr: 6.68e-05
2024-05-13 11:03:51 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.230, Acc: 0.987, Base Lr: 6.68e-05
2024-05-13 11:03:53 transreid.train INFO: Epoch[88] Iter[90/186] Loss: 0.225, Acc: 0.988, Base Lr: 6.68e-05
2024-05-13 11:03:55 transreid.train INFO: Epoch[88] Iter[100/186] Loss: 0.217, Acc: 0.988, Base Lr: 6.68e-05
2024-05-13 11:03:57 transreid.train INFO: Epoch[88] Iter[110/186] Loss: 0.208, Acc: 0.988, Base Lr: 6.68e-05
2024-05-13 11:03:59 transreid.train INFO: Epoch[88] Iter[120/186] Loss: 0.200, Acc: 0.989, Base Lr: 6.68e-05
2024-05-13 11:04:01 transreid.train INFO: Epoch[88] Iter[130/186] Loss: 0.195, Acc: 0.990, Base Lr: 6.68e-05
2024-05-13 11:04:03 transreid.train INFO: Epoch[88] Iter[140/186] Loss: 0.189, Acc: 0.990, Base Lr: 6.68e-05
2024-05-13 11:04:05 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.185, Acc: 0.990, Base Lr: 6.68e-05
2024-05-13 11:04:07 transreid.train INFO: Epoch[88] Iter[160/186] Loss: 0.180, Acc: 0.991, Base Lr: 6.68e-05
2024-05-13 11:04:10 transreid.train INFO: Epoch[88] Iter[170/186] Loss: 0.174, Acc: 0.991, Base Lr: 6.68e-05
2024-05-13 11:04:12 transreid.train INFO: Epoch[88] Iter[180/186] Loss: 0.168, Acc: 0.992, Base Lr: 6.68e-05
2024-05-13 11:04:12 transreid.train INFO: Epoch 88 done. Time per epoch: 39.739[s] Speed: 294.7[samples/s]
2024-05-13 11:04:15 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.322, Acc: 0.973, Base Lr: 6.30e-05
2024-05-13 11:04:17 transreid.train INFO: Epoch[89] Iter[20/186] Loss: 0.296, Acc: 0.978, Base Lr: 6.30e-05
2024-05-13 11:04:20 transreid.train INFO: Epoch[89] Iter[30/186] Loss: 0.280, Acc: 0.977, Base Lr: 6.30e-05
2024-05-13 11:04:22 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 0.260, Acc: 0.982, Base Lr: 6.30e-05
2024-05-13 11:04:24 transreid.train INFO: Epoch[89] Iter[50/186] Loss: 0.254, Acc: 0.982, Base Lr: 6.30e-05
2024-05-13 11:04:26 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.238, Acc: 0.983, Base Lr: 6.30e-05
2024-05-13 11:04:28 transreid.train INFO: Epoch[89] Iter[70/186] Loss: 0.226, Acc: 0.985, Base Lr: 6.30e-05
2024-05-13 11:04:30 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.223, Acc: 0.985, Base Lr: 6.30e-05
2024-05-13 11:04:32 transreid.train INFO: Epoch[89] Iter[90/186] Loss: 0.215, Acc: 0.985, Base Lr: 6.30e-05
2024-05-13 11:04:35 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.210, Acc: 0.986, Base Lr: 6.30e-05
2024-05-13 11:04:37 transreid.train INFO: Epoch[89] Iter[110/186] Loss: 0.204, Acc: 0.987, Base Lr: 6.30e-05
2024-05-13 11:04:39 transreid.train INFO: Epoch[89] Iter[120/186] Loss: 0.198, Acc: 0.988, Base Lr: 6.30e-05
2024-05-13 11:04:41 transreid.train INFO: Epoch[89] Iter[130/186] Loss: 0.192, Acc: 0.988, Base Lr: 6.30e-05
2024-05-13 11:04:43 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.185, Acc: 0.989, Base Lr: 6.30e-05
2024-05-13 11:04:45 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.179, Acc: 0.989, Base Lr: 6.30e-05
2024-05-13 11:04:47 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.173, Acc: 0.990, Base Lr: 6.30e-05
2024-05-13 11:04:49 transreid.train INFO: Epoch[89] Iter[170/186] Loss: 0.167, Acc: 0.991, Base Lr: 6.30e-05
2024-05-13 11:04:51 transreid.train INFO: Epoch[89] Iter[180/186] Loss: 0.162, Acc: 0.991, Base Lr: 6.30e-05
2024-05-13 11:04:52 transreid.train INFO: Epoch 89 done. Time per epoch: 39.922[s] Speed: 295.0[samples/s]
2024-05-13 11:04:55 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.282, Acc: 0.978, Base Lr: 5.93e-05
2024-05-13 11:04:57 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.260, Acc: 0.985, Base Lr: 5.93e-05
2024-05-13 11:05:00 transreid.train INFO: Epoch[90] Iter[30/186] Loss: 0.275, Acc: 0.983, Base Lr: 5.93e-05
2024-05-13 11:05:02 transreid.train INFO: Epoch[90] Iter[40/186] Loss: 0.264, Acc: 0.983, Base Lr: 5.93e-05
2024-05-13 11:05:04 transreid.train INFO: Epoch[90] Iter[50/186] Loss: 0.252, Acc: 0.985, Base Lr: 5.93e-05
2024-05-13 11:05:06 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.248, Acc: 0.985, Base Lr: 5.93e-05
2024-05-13 11:05:08 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.238, Acc: 0.986, Base Lr: 5.93e-05
2024-05-13 11:05:10 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.231, Acc: 0.988, Base Lr: 5.93e-05
2024-05-13 11:05:12 transreid.train INFO: Epoch[90] Iter[90/186] Loss: 0.227, Acc: 0.988, Base Lr: 5.93e-05
2024-05-13 11:05:14 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.219, Acc: 0.989, Base Lr: 5.93e-05
2024-05-13 11:05:17 transreid.train INFO: Epoch[90] Iter[110/186] Loss: 0.211, Acc: 0.989, Base Lr: 5.93e-05
2024-05-13 11:05:19 transreid.train INFO: Epoch[90] Iter[120/186] Loss: 0.204, Acc: 0.990, Base Lr: 5.93e-05
2024-05-13 11:05:21 transreid.train INFO: Epoch[90] Iter[130/186] Loss: 0.199, Acc: 0.990, Base Lr: 5.93e-05
2024-05-13 11:05:23 transreid.train INFO: Epoch[90] Iter[140/186] Loss: 0.193, Acc: 0.991, Base Lr: 5.93e-05
2024-05-13 11:05:25 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.186, Acc: 0.991, Base Lr: 5.93e-05
2024-05-13 11:05:27 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.179, Acc: 0.992, Base Lr: 5.93e-05
2024-05-13 11:05:29 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.174, Acc: 0.992, Base Lr: 5.93e-05
2024-05-13 11:05:31 transreid.train INFO: Epoch[90] Iter[180/186] Loss: 0.168, Acc: 0.992, Base Lr: 5.93e-05
2024-05-13 11:05:32 transreid.train INFO: Epoch 90 done. Time per epoch: 39.685[s] Speed: 295.1[samples/s]
2024-05-13 11:05:35 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.315, Acc: 0.983, Base Lr: 5.56e-05
2024-05-13 11:05:37 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.272, Acc: 0.984, Base Lr: 5.56e-05
2024-05-13 11:05:39 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.262, Acc: 0.986, Base Lr: 5.56e-05
2024-05-13 11:05:41 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.262, Acc: 0.986, Base Lr: 5.56e-05
2024-05-13 11:05:43 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.254, Acc: 0.987, Base Lr: 5.56e-05
2024-05-13 11:05:46 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.248, Acc: 0.985, Base Lr: 5.56e-05
2024-05-13 11:05:48 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.245, Acc: 0.985, Base Lr: 5.56e-05
2024-05-13 11:05:50 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.231, Acc: 0.987, Base Lr: 5.56e-05
2024-05-13 11:05:52 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.222, Acc: 0.988, Base Lr: 5.56e-05
2024-05-13 11:05:54 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.216, Acc: 0.988, Base Lr: 5.56e-05
2024-05-13 11:05:56 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.209, Acc: 0.989, Base Lr: 5.56e-05
2024-05-13 11:05:58 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.202, Acc: 0.989, Base Lr: 5.56e-05
2024-05-13 11:06:00 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.199, Acc: 0.990, Base Lr: 5.56e-05
2024-05-13 11:06:02 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.193, Acc: 0.990, Base Lr: 5.56e-05
2024-05-13 11:06:05 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.188, Acc: 0.990, Base Lr: 5.56e-05
2024-05-13 11:06:07 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.183, Acc: 0.991, Base Lr: 5.56e-05
2024-05-13 11:06:09 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.177, Acc: 0.991, Base Lr: 5.56e-05
2024-05-13 11:06:11 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.171, Acc: 0.992, Base Lr: 5.56e-05
2024-05-13 11:06:12 transreid.train INFO: Epoch 91 done. Time per epoch: 39.576[s] Speed: 295.9[samples/s]
2024-05-13 11:06:14 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.291, Acc: 0.986, Base Lr: 5.21e-05
2024-05-13 11:06:17 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.292, Acc: 0.981, Base Lr: 5.21e-05
2024-05-13 11:06:19 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.270, Acc: 0.985, Base Lr: 5.21e-05
2024-05-13 11:06:21 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.266, Acc: 0.985, Base Lr: 5.21e-05
2024-05-13 11:06:23 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.256, Acc: 0.986, Base Lr: 5.21e-05
2024-05-13 11:06:25 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.241, Acc: 0.988, Base Lr: 5.21e-05
2024-05-13 11:06:27 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.237, Acc: 0.987, Base Lr: 5.21e-05
2024-05-13 11:06:29 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.227, Acc: 0.988, Base Lr: 5.21e-05
2024-05-13 11:06:31 transreid.train INFO: Epoch[92] Iter[90/186] Loss: 0.222, Acc: 0.988, Base Lr: 5.21e-05
2024-05-13 11:06:34 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.213, Acc: 0.989, Base Lr: 5.21e-05
2024-05-13 11:06:36 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.204, Acc: 0.989, Base Lr: 5.21e-05
2024-05-13 11:06:38 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.199, Acc: 0.990, Base Lr: 5.21e-05
2024-05-13 11:06:40 transreid.train INFO: Epoch[92] Iter[130/186] Loss: 0.192, Acc: 0.990, Base Lr: 5.21e-05
2024-05-13 11:06:42 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.185, Acc: 0.991, Base Lr: 5.21e-05
2024-05-13 11:06:44 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.179, Acc: 0.991, Base Lr: 5.21e-05
2024-05-13 11:06:46 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.174, Acc: 0.991, Base Lr: 5.21e-05
2024-05-13 11:06:48 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.168, Acc: 0.991, Base Lr: 5.21e-05
2024-05-13 11:06:50 transreid.train INFO: Epoch[92] Iter[180/186] Loss: 0.161, Acc: 0.992, Base Lr: 5.21e-05
2024-05-13 11:06:51 transreid.train INFO: Epoch 92 done. Time per epoch: 39.500[s] Speed: 296.5[samples/s]
2024-05-13 11:06:54 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.240, Acc: 0.981, Base Lr: 4.86e-05
2024-05-13 11:06:56 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.245, Acc: 0.988, Base Lr: 4.86e-05
2024-05-13 11:06:58 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.247, Acc: 0.987, Base Lr: 4.86e-05
2024-05-13 11:07:00 transreid.train INFO: Epoch[93] Iter[40/186] Loss: 0.248, Acc: 0.987, Base Lr: 4.86e-05
2024-05-13 11:07:03 transreid.train INFO: Epoch[93] Iter[50/186] Loss: 0.239, Acc: 0.988, Base Lr: 4.86e-05
2024-05-13 11:07:05 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.236, Acc: 0.990, Base Lr: 4.86e-05
2024-05-13 11:07:07 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.225, Acc: 0.990, Base Lr: 4.86e-05
2024-05-13 11:07:09 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.219, Acc: 0.989, Base Lr: 4.86e-05
2024-05-13 11:07:11 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.211, Acc: 0.990, Base Lr: 4.86e-05
2024-05-13 11:07:13 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.205, Acc: 0.990, Base Lr: 4.86e-05
2024-05-13 11:07:15 transreid.train INFO: Epoch[93] Iter[110/186] Loss: 0.197, Acc: 0.991, Base Lr: 4.86e-05
2024-05-13 11:07:18 transreid.train INFO: Epoch[93] Iter[120/186] Loss: 0.191, Acc: 0.991, Base Lr: 4.86e-05
2024-05-13 11:07:20 transreid.train INFO: Epoch[93] Iter[130/186] Loss: 0.186, Acc: 0.991, Base Lr: 4.86e-05
2024-05-13 11:07:22 transreid.train INFO: Epoch[93] Iter[140/186] Loss: 0.180, Acc: 0.991, Base Lr: 4.86e-05
2024-05-13 11:07:24 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.174, Acc: 0.992, Base Lr: 4.86e-05
2024-05-13 11:07:26 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.168, Acc: 0.992, Base Lr: 4.86e-05
2024-05-13 11:07:28 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.164, Acc: 0.992, Base Lr: 4.86e-05
2024-05-13 11:07:30 transreid.train INFO: Epoch[93] Iter[180/186] Loss: 0.158, Acc: 0.993, Base Lr: 4.86e-05
2024-05-13 11:07:31 transreid.train INFO: Epoch 93 done. Time per epoch: 39.791[s] Speed: 294.3[samples/s]
2024-05-13 11:07:34 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.243, Acc: 0.994, Base Lr: 4.53e-05
2024-05-13 11:07:36 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.286, Acc: 0.982, Base Lr: 4.53e-05
2024-05-13 11:07:38 transreid.train INFO: Epoch[94] Iter[30/186] Loss: 0.255, Acc: 0.986, Base Lr: 4.53e-05
2024-05-13 11:07:40 transreid.train INFO: Epoch[94] Iter[40/186] Loss: 0.247, Acc: 0.988, Base Lr: 4.53e-05
2024-05-13 11:07:42 transreid.train INFO: Epoch[94] Iter[50/186] Loss: 0.240, Acc: 0.990, Base Lr: 4.53e-05
2024-05-13 11:07:44 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 0.229, Acc: 0.991, Base Lr: 4.53e-05
2024-05-13 11:07:46 transreid.train INFO: Epoch[94] Iter[70/186] Loss: 0.225, Acc: 0.991, Base Lr: 4.53e-05
2024-05-13 11:07:49 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.216, Acc: 0.991, Base Lr: 4.53e-05
2024-05-13 11:07:51 transreid.train INFO: Epoch[94] Iter[90/186] Loss: 0.211, Acc: 0.992, Base Lr: 4.53e-05
2024-05-13 11:07:53 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.204, Acc: 0.992, Base Lr: 4.53e-05
2024-05-13 11:07:55 transreid.train INFO: Epoch[94] Iter[110/186] Loss: 0.198, Acc: 0.992, Base Lr: 4.53e-05
2024-05-13 11:07:57 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.193, Acc: 0.992, Base Lr: 4.53e-05
2024-05-13 11:07:59 transreid.train INFO: Epoch[94] Iter[130/186] Loss: 0.186, Acc: 0.992, Base Lr: 4.53e-05
2024-05-13 11:08:01 transreid.train INFO: Epoch[94] Iter[140/186] Loss: 0.180, Acc: 0.992, Base Lr: 4.53e-05
2024-05-13 11:08:03 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.175, Acc: 0.993, Base Lr: 4.53e-05
2024-05-13 11:08:06 transreid.train INFO: Epoch[94] Iter[160/186] Loss: 0.170, Acc: 0.993, Base Lr: 4.53e-05
2024-05-13 11:08:08 transreid.train INFO: Epoch[94] Iter[170/186] Loss: 0.163, Acc: 0.993, Base Lr: 4.53e-05
2024-05-13 11:08:10 transreid.train INFO: Epoch[94] Iter[180/186] Loss: 0.157, Acc: 0.994, Base Lr: 4.53e-05
2024-05-13 11:08:10 transreid.train INFO: Epoch 94 done. Time per epoch: 39.539[s] Speed: 296.2[samples/s]
2024-05-13 11:08:13 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.291, Acc: 0.981, Base Lr: 4.20e-05
2024-05-13 11:08:15 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.271, Acc: 0.983, Base Lr: 4.20e-05
2024-05-13 11:08:18 transreid.train INFO: Epoch[95] Iter[30/186] Loss: 0.267, Acc: 0.981, Base Lr: 4.20e-05
2024-05-13 11:08:20 transreid.train INFO: Epoch[95] Iter[40/186] Loss: 0.256, Acc: 0.982, Base Lr: 4.20e-05
2024-05-13 11:08:22 transreid.train INFO: Epoch[95] Iter[50/186] Loss: 0.243, Acc: 0.984, Base Lr: 4.20e-05
2024-05-13 11:08:24 transreid.train INFO: Epoch[95] Iter[60/186] Loss: 0.238, Acc: 0.985, Base Lr: 4.20e-05
2024-05-13 11:08:26 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.230, Acc: 0.987, Base Lr: 4.20e-05
2024-05-13 11:08:28 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.219, Acc: 0.988, Base Lr: 4.20e-05
2024-05-13 11:08:30 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.209, Acc: 0.989, Base Lr: 4.20e-05
2024-05-13 11:08:33 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.201, Acc: 0.989, Base Lr: 4.20e-05
2024-05-13 11:08:35 transreid.train INFO: Epoch[95] Iter[110/186] Loss: 0.196, Acc: 0.989, Base Lr: 4.20e-05
2024-05-13 11:08:37 transreid.train INFO: Epoch[95] Iter[120/186] Loss: 0.188, Acc: 0.990, Base Lr: 4.20e-05
2024-05-13 11:08:39 transreid.train INFO: Epoch[95] Iter[130/186] Loss: 0.182, Acc: 0.991, Base Lr: 4.20e-05
2024-05-13 11:08:41 transreid.train INFO: Epoch[95] Iter[140/186] Loss: 0.176, Acc: 0.991, Base Lr: 4.20e-05
2024-05-13 11:08:43 transreid.train INFO: Epoch[95] Iter[150/186] Loss: 0.173, Acc: 0.991, Base Lr: 4.20e-05
2024-05-13 11:08:45 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.167, Acc: 0.992, Base Lr: 4.20e-05
2024-05-13 11:08:47 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.162, Acc: 0.992, Base Lr: 4.20e-05
2024-05-13 11:08:49 transreid.train INFO: Epoch[95] Iter[180/186] Loss: 0.156, Acc: 0.992, Base Lr: 4.20e-05
2024-05-13 11:08:50 transreid.train INFO: Epoch 95 done. Time per epoch: 39.883[s] Speed: 295.3[samples/s]
2024-05-13 11:08:53 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.304, Acc: 0.975, Base Lr: 3.89e-05
2024-05-13 11:08:55 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.301, Acc: 0.980, Base Lr: 3.89e-05
2024-05-13 11:08:57 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.278, Acc: 0.984, Base Lr: 3.89e-05
2024-05-13 11:09:00 transreid.train INFO: Epoch[96] Iter[40/186] Loss: 0.267, Acc: 0.984, Base Lr: 3.89e-05
2024-05-13 11:09:02 transreid.train INFO: Epoch[96] Iter[50/186] Loss: 0.251, Acc: 0.985, Base Lr: 3.89e-05
2024-05-13 11:09:04 transreid.train INFO: Epoch[96] Iter[60/186] Loss: 0.245, Acc: 0.985, Base Lr: 3.89e-05
2024-05-13 11:09:06 transreid.train INFO: Epoch[96] Iter[70/186] Loss: 0.232, Acc: 0.986, Base Lr: 3.89e-05
2024-05-13 11:09:08 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.226, Acc: 0.987, Base Lr: 3.89e-05
2024-05-13 11:09:10 transreid.train INFO: Epoch[96] Iter[90/186] Loss: 0.217, Acc: 0.988, Base Lr: 3.89e-05
2024-05-13 11:09:12 transreid.train INFO: Epoch[96] Iter[100/186] Loss: 0.208, Acc: 0.988, Base Lr: 3.89e-05
2024-05-13 11:09:14 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.202, Acc: 0.989, Base Lr: 3.89e-05
2024-05-13 11:09:17 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.195, Acc: 0.990, Base Lr: 3.89e-05
2024-05-13 11:09:19 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.188, Acc: 0.990, Base Lr: 3.89e-05
2024-05-13 11:09:21 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.183, Acc: 0.991, Base Lr: 3.89e-05
2024-05-13 11:09:23 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.176, Acc: 0.991, Base Lr: 3.89e-05
2024-05-13 11:09:25 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.172, Acc: 0.991, Base Lr: 3.89e-05
2024-05-13 11:09:27 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.165, Acc: 0.992, Base Lr: 3.89e-05
2024-05-13 11:09:29 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.159, Acc: 0.992, Base Lr: 3.89e-05
2024-05-13 11:09:30 transreid.train INFO: Epoch 96 done. Time per epoch: 39.599[s] Speed: 295.8[samples/s]
2024-05-13 11:09:33 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.272, Acc: 0.986, Base Lr: 3.59e-05
2024-05-13 11:09:35 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.252, Acc: 0.984, Base Lr: 3.59e-05
2024-05-13 11:09:37 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.252, Acc: 0.985, Base Lr: 3.59e-05
2024-05-13 11:09:39 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.249, Acc: 0.984, Base Lr: 3.59e-05
2024-05-13 11:09:41 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.246, Acc: 0.985, Base Lr: 3.59e-05
2024-05-13 11:09:43 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.235, Acc: 0.986, Base Lr: 3.59e-05
2024-05-13 11:09:46 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.229, Acc: 0.987, Base Lr: 3.59e-05
2024-05-13 11:09:48 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.220, Acc: 0.988, Base Lr: 3.59e-05
2024-05-13 11:09:50 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.213, Acc: 0.988, Base Lr: 3.59e-05
2024-05-13 11:09:52 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.203, Acc: 0.989, Base Lr: 3.59e-05
2024-05-13 11:09:54 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.197, Acc: 0.990, Base Lr: 3.59e-05
2024-05-13 11:09:56 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.192, Acc: 0.990, Base Lr: 3.59e-05
2024-05-13 11:09:58 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.189, Acc: 0.991, Base Lr: 3.59e-05
2024-05-13 11:10:00 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.182, Acc: 0.991, Base Lr: 3.59e-05
2024-05-13 11:10:03 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.176, Acc: 0.992, Base Lr: 3.59e-05
2024-05-13 11:10:05 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.170, Acc: 0.992, Base Lr: 3.59e-05
2024-05-13 11:10:07 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.164, Acc: 0.992, Base Lr: 3.59e-05
2024-05-13 11:10:09 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.159, Acc: 0.993, Base Lr: 3.59e-05
2024-05-13 11:10:10 transreid.train INFO: Epoch 97 done. Time per epoch: 39.833[s] Speed: 295.6[samples/s]
2024-05-13 11:10:13 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.267, Acc: 0.977, Base Lr: 3.30e-05
2024-05-13 11:10:15 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.256, Acc: 0.982, Base Lr: 3.30e-05
2024-05-13 11:10:17 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.266, Acc: 0.984, Base Lr: 3.30e-05
2024-05-13 11:10:19 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.259, Acc: 0.986, Base Lr: 3.30e-05
2024-05-13 11:10:21 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.245, Acc: 0.987, Base Lr: 3.30e-05
2024-05-13 11:10:23 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.240, Acc: 0.989, Base Lr: 3.30e-05
2024-05-13 11:10:25 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.230, Acc: 0.988, Base Lr: 3.30e-05
2024-05-13 11:10:27 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.222, Acc: 0.988, Base Lr: 3.30e-05
2024-05-13 11:10:30 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.217, Acc: 0.989, Base Lr: 3.30e-05
2024-05-13 11:10:32 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.209, Acc: 0.990, Base Lr: 3.30e-05
2024-05-13 11:10:34 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.201, Acc: 0.990, Base Lr: 3.30e-05
2024-05-13 11:10:36 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.194, Acc: 0.990, Base Lr: 3.30e-05
2024-05-13 11:10:38 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.193, Acc: 0.991, Base Lr: 3.30e-05
2024-05-13 11:10:40 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.187, Acc: 0.991, Base Lr: 3.30e-05
2024-05-13 11:10:42 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.181, Acc: 0.992, Base Lr: 3.30e-05
2024-05-13 11:10:44 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.174, Acc: 0.992, Base Lr: 3.30e-05
2024-05-13 11:10:47 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.169, Acc: 0.992, Base Lr: 3.30e-05
2024-05-13 11:10:49 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.165, Acc: 0.992, Base Lr: 3.30e-05
2024-05-13 11:10:50 transreid.train INFO: Epoch 98 done. Time per epoch: 39.817[s] Speed: 295.7[samples/s]
2024-05-13 11:10:52 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.222, Acc: 0.991, Base Lr: 3.02e-05
2024-05-13 11:10:55 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.245, Acc: 0.989, Base Lr: 3.02e-05
2024-05-13 11:10:57 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.240, Acc: 0.985, Base Lr: 3.02e-05
2024-05-13 11:10:59 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.234, Acc: 0.985, Base Lr: 3.02e-05
2024-05-13 11:11:01 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.229, Acc: 0.987, Base Lr: 3.02e-05
2024-05-13 11:11:03 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.220, Acc: 0.988, Base Lr: 3.02e-05
2024-05-13 11:11:05 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.212, Acc: 0.989, Base Lr: 3.02e-05
2024-05-13 11:11:07 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.205, Acc: 0.990, Base Lr: 3.02e-05
2024-05-13 11:11:09 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.204, Acc: 0.989, Base Lr: 3.02e-05
2024-05-13 11:11:12 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.197, Acc: 0.990, Base Lr: 3.02e-05
2024-05-13 11:11:14 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.191, Acc: 0.990, Base Lr: 3.02e-05
2024-05-13 11:11:16 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.186, Acc: 0.991, Base Lr: 3.02e-05
2024-05-13 11:11:18 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.181, Acc: 0.991, Base Lr: 3.02e-05
2024-05-13 11:11:20 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.175, Acc: 0.991, Base Lr: 3.02e-05
2024-05-13 11:11:22 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.171, Acc: 0.991, Base Lr: 3.02e-05
2024-05-13 11:11:24 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.165, Acc: 0.992, Base Lr: 3.02e-05
2024-05-13 11:11:26 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.159, Acc: 0.992, Base Lr: 3.02e-05
2024-05-13 11:11:29 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.153, Acc: 0.992, Base Lr: 3.02e-05
2024-05-13 11:11:29 transreid.train INFO: Epoch 99 done. Time per epoch: 39.837[s] Speed: 295.6[samples/s]
2024-05-13 11:11:32 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.253, Acc: 0.986, Base Lr: 2.75e-05
2024-05-13 11:11:34 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.273, Acc: 0.986, Base Lr: 2.75e-05
2024-05-13 11:11:37 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.261, Acc: 0.986, Base Lr: 2.75e-05
2024-05-13 11:11:39 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.256, Acc: 0.986, Base Lr: 2.75e-05
2024-05-13 11:11:41 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.242, Acc: 0.987, Base Lr: 2.75e-05
2024-05-13 11:11:43 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.236, Acc: 0.989, Base Lr: 2.75e-05
2024-05-13 11:11:45 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.224, Acc: 0.990, Base Lr: 2.75e-05
2024-05-13 11:11:47 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.217, Acc: 0.990, Base Lr: 2.75e-05
2024-05-13 11:11:49 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.208, Acc: 0.991, Base Lr: 2.75e-05
2024-05-13 11:11:51 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.202, Acc: 0.991, Base Lr: 2.75e-05
2024-05-13 11:11:53 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.194, Acc: 0.991, Base Lr: 2.75e-05
2024-05-13 11:11:56 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.187, Acc: 0.992, Base Lr: 2.75e-05
2024-05-13 11:11:58 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.181, Acc: 0.992, Base Lr: 2.75e-05
2024-05-13 11:12:00 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.174, Acc: 0.993, Base Lr: 2.75e-05
2024-05-13 11:12:02 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.168, Acc: 0.993, Base Lr: 2.75e-05
2024-05-13 11:12:04 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.163, Acc: 0.993, Base Lr: 2.75e-05
2024-05-13 11:12:06 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.158, Acc: 0.993, Base Lr: 2.75e-05
2024-05-13 11:12:08 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.155, Acc: 0.993, Base Lr: 2.75e-05
2024-05-13 11:12:09 transreid.train INFO: Epoch 100 done. Time per epoch: 39.709[s] Speed: 296.6[samples/s]
2024-05-13 11:13:02 transreid.train INFO: Validation Results - Epoch: 100
2024-05-13 11:13:02 transreid.train INFO: mAP: 93.9%
2024-05-13 11:13:02 transreid.train INFO: CMC curve, Rank-1  :96.9%
2024-05-13 11:13:02 transreid.train INFO: CMC curve, Rank-5  :99.2%
2024-05-13 11:13:02 transreid.train INFO: CMC curve, Rank-10 :99.4%
2024-05-13 11:13:06 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.278, Acc: 0.981, Base Lr: 2.50e-05
2024-05-13 11:13:08 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.285, Acc: 0.987, Base Lr: 2.50e-05
2024-05-13 11:13:10 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.269, Acc: 0.985, Base Lr: 2.50e-05
2024-05-13 11:13:12 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.245, Acc: 0.989, Base Lr: 2.50e-05
2024-05-13 11:13:14 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.234, Acc: 0.989, Base Lr: 2.50e-05
2024-05-13 11:13:16 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.234, Acc: 0.988, Base Lr: 2.50e-05
2024-05-13 11:13:18 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.227, Acc: 0.988, Base Lr: 2.50e-05
2024-05-13 11:13:20 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.223, Acc: 0.988, Base Lr: 2.50e-05
2024-05-13 11:13:22 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.215, Acc: 0.989, Base Lr: 2.50e-05
2024-05-13 11:13:25 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.208, Acc: 0.989, Base Lr: 2.50e-05
2024-05-13 11:13:27 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.202, Acc: 0.990, Base Lr: 2.50e-05
2024-05-13 11:13:29 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.195, Acc: 0.990, Base Lr: 2.50e-05
2024-05-13 11:13:31 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.190, Acc: 0.991, Base Lr: 2.50e-05
2024-05-13 11:13:33 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.185, Acc: 0.991, Base Lr: 2.50e-05
2024-05-13 11:13:35 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.179, Acc: 0.991, Base Lr: 2.50e-05
2024-05-13 11:13:37 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.173, Acc: 0.992, Base Lr: 2.50e-05
2024-05-13 11:13:39 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.166, Acc: 0.992, Base Lr: 2.50e-05
2024-05-13 11:13:42 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.161, Acc: 0.992, Base Lr: 2.50e-05
2024-05-13 11:13:42 transreid.train INFO: Epoch 101 done. Time per epoch: 39.709[s] Speed: 294.9[samples/s]
2024-05-13 11:13:45 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.250, Acc: 0.973, Base Lr: 2.26e-05
2024-05-13 11:13:47 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.241, Acc: 0.977, Base Lr: 2.26e-05
2024-05-13 11:13:49 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.232, Acc: 0.981, Base Lr: 2.26e-05
2024-05-13 11:13:51 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.230, Acc: 0.984, Base Lr: 2.26e-05
2024-05-13 11:13:54 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.224, Acc: 0.987, Base Lr: 2.26e-05
2024-05-13 11:13:56 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.216, Acc: 0.988, Base Lr: 2.26e-05
2024-05-13 11:13:58 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.209, Acc: 0.989, Base Lr: 2.26e-05
2024-05-13 11:14:00 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.199, Acc: 0.990, Base Lr: 2.26e-05
2024-05-13 11:14:02 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.193, Acc: 0.991, Base Lr: 2.26e-05
2024-05-13 11:14:04 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.191, Acc: 0.992, Base Lr: 2.26e-05
2024-05-13 11:14:06 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.186, Acc: 0.992, Base Lr: 2.26e-05
2024-05-13 11:14:08 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.180, Acc: 0.993, Base Lr: 2.26e-05
2024-05-13 11:14:10 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.174, Acc: 0.993, Base Lr: 2.26e-05
2024-05-13 11:14:13 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.168, Acc: 0.993, Base Lr: 2.26e-05
2024-05-13 11:14:15 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.163, Acc: 0.994, Base Lr: 2.26e-05
2024-05-13 11:14:17 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.158, Acc: 0.994, Base Lr: 2.26e-05
2024-05-13 11:14:19 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.153, Acc: 0.994, Base Lr: 2.26e-05
2024-05-13 11:14:21 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.148, Acc: 0.994, Base Lr: 2.26e-05
2024-05-13 11:14:22 transreid.train INFO: Epoch 102 done. Time per epoch: 39.511[s] Speed: 296.4[samples/s]
2024-05-13 11:14:25 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.242, Acc: 0.984, Base Lr: 2.02e-05
2024-05-13 11:14:27 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.237, Acc: 0.984, Base Lr: 2.02e-05
2024-05-13 11:14:29 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.222, Acc: 0.989, Base Lr: 2.02e-05
2024-05-13 11:14:31 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.226, Acc: 0.988, Base Lr: 2.02e-05
2024-05-13 11:14:33 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.220, Acc: 0.988, Base Lr: 2.02e-05
2024-05-13 11:14:35 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.215, Acc: 0.989, Base Lr: 2.02e-05
2024-05-13 11:14:37 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.214, Acc: 0.988, Base Lr: 2.02e-05
2024-05-13 11:14:39 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.206, Acc: 0.989, Base Lr: 2.02e-05
2024-05-13 11:14:42 transreid.train INFO: Epoch[103] Iter[90/186] Loss: 0.199, Acc: 0.991, Base Lr: 2.02e-05
2024-05-13 11:14:44 transreid.train INFO: Epoch[103] Iter[100/186] Loss: 0.193, Acc: 0.991, Base Lr: 2.02e-05
2024-05-13 11:14:46 transreid.train INFO: Epoch[103] Iter[110/186] Loss: 0.187, Acc: 0.991, Base Lr: 2.02e-05
2024-05-13 11:14:48 transreid.train INFO: Epoch[103] Iter[120/186] Loss: 0.181, Acc: 0.991, Base Lr: 2.02e-05
2024-05-13 11:14:50 transreid.train INFO: Epoch[103] Iter[130/186] Loss: 0.174, Acc: 0.992, Base Lr: 2.02e-05
2024-05-13 11:14:52 transreid.train INFO: Epoch[103] Iter[140/186] Loss: 0.169, Acc: 0.992, Base Lr: 2.02e-05
2024-05-13 11:14:54 transreid.train INFO: Epoch[103] Iter[150/186] Loss: 0.164, Acc: 0.992, Base Lr: 2.02e-05
2024-05-13 11:14:56 transreid.train INFO: Epoch[103] Iter[160/186] Loss: 0.159, Acc: 0.992, Base Lr: 2.02e-05
2024-05-13 11:14:59 transreid.train INFO: Epoch[103] Iter[170/186] Loss: 0.156, Acc: 0.993, Base Lr: 2.02e-05
2024-05-13 11:15:01 transreid.train INFO: Epoch[103] Iter[180/186] Loss: 0.151, Acc: 0.993, Base Lr: 2.02e-05
2024-05-13 11:15:02 transreid.train INFO: Epoch 103 done. Time per epoch: 39.851[s] Speed: 295.5[samples/s]
2024-05-13 11:15:04 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.294, Acc: 0.977, Base Lr: 1.81e-05
2024-05-13 11:15:07 transreid.train INFO: Epoch[104] Iter[20/186] Loss: 0.270, Acc: 0.982, Base Lr: 1.81e-05
2024-05-13 11:15:09 transreid.train INFO: Epoch[104] Iter[30/186] Loss: 0.248, Acc: 0.986, Base Lr: 1.81e-05
2024-05-13 11:15:11 transreid.train INFO: Epoch[104] Iter[40/186] Loss: 0.245, Acc: 0.986, Base Lr: 1.81e-05
2024-05-13 11:15:13 transreid.train INFO: Epoch[104] Iter[50/186] Loss: 0.237, Acc: 0.986, Base Lr: 1.81e-05
2024-05-13 11:15:15 transreid.train INFO: Epoch[104] Iter[60/186] Loss: 0.221, Acc: 0.988, Base Lr: 1.81e-05
2024-05-13 11:15:17 transreid.train INFO: Epoch[104] Iter[70/186] Loss: 0.216, Acc: 0.989, Base Lr: 1.81e-05
2024-05-13 11:15:19 transreid.train INFO: Epoch[104] Iter[80/186] Loss: 0.208, Acc: 0.990, Base Lr: 1.81e-05
2024-05-13 11:15:22 transreid.train INFO: Epoch[104] Iter[90/186] Loss: 0.201, Acc: 0.990, Base Lr: 1.81e-05
2024-05-13 11:15:24 transreid.train INFO: Epoch[104] Iter[100/186] Loss: 0.196, Acc: 0.991, Base Lr: 1.81e-05
2024-05-13 11:15:26 transreid.train INFO: Epoch[104] Iter[110/186] Loss: 0.189, Acc: 0.991, Base Lr: 1.81e-05
2024-05-13 11:15:28 transreid.train INFO: Epoch[104] Iter[120/186] Loss: 0.184, Acc: 0.991, Base Lr: 1.81e-05
2024-05-13 11:15:30 transreid.train INFO: Epoch[104] Iter[130/186] Loss: 0.181, Acc: 0.992, Base Lr: 1.81e-05
2024-05-13 11:15:32 transreid.train INFO: Epoch[104] Iter[140/186] Loss: 0.176, Acc: 0.992, Base Lr: 1.81e-05
2024-05-13 11:15:34 transreid.train INFO: Epoch[104] Iter[150/186] Loss: 0.169, Acc: 0.993, Base Lr: 1.81e-05
2024-05-13 11:15:36 transreid.train INFO: Epoch[104] Iter[160/186] Loss: 0.164, Acc: 0.993, Base Lr: 1.81e-05
2024-05-13 11:15:39 transreid.train INFO: Epoch[104] Iter[170/186] Loss: 0.159, Acc: 0.993, Base Lr: 1.81e-05
2024-05-13 11:15:41 transreid.train INFO: Epoch[104] Iter[180/186] Loss: 0.154, Acc: 0.993, Base Lr: 1.81e-05
2024-05-13 11:15:42 transreid.train INFO: Epoch 104 done. Time per epoch: 40.017[s] Speed: 294.3[samples/s]
2024-05-13 11:15:44 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.304, Acc: 0.988, Base Lr: 1.60e-05
2024-05-13 11:15:47 transreid.train INFO: Epoch[105] Iter[20/186] Loss: 0.281, Acc: 0.986, Base Lr: 1.60e-05
2024-05-13 11:15:49 transreid.train INFO: Epoch[105] Iter[30/186] Loss: 0.248, Acc: 0.988, Base Lr: 1.60e-05
2024-05-13 11:15:51 transreid.train INFO: Epoch[105] Iter[40/186] Loss: 0.254, Acc: 0.984, Base Lr: 1.60e-05
2024-05-13 11:15:53 transreid.train INFO: Epoch[105] Iter[50/186] Loss: 0.234, Acc: 0.987, Base Lr: 1.60e-05
2024-05-13 11:15:55 transreid.train INFO: Epoch[105] Iter[60/186] Loss: 0.224, Acc: 0.988, Base Lr: 1.60e-05
2024-05-13 11:15:57 transreid.train INFO: Epoch[105] Iter[70/186] Loss: 0.216, Acc: 0.988, Base Lr: 1.60e-05
2024-05-13 11:15:59 transreid.train INFO: Epoch[105] Iter[80/186] Loss: 0.204, Acc: 0.989, Base Lr: 1.60e-05
2024-05-13 11:16:02 transreid.train INFO: Epoch[105] Iter[90/186] Loss: 0.197, Acc: 0.990, Base Lr: 1.60e-05
2024-05-13 11:16:04 transreid.train INFO: Epoch[105] Iter[100/186] Loss: 0.189, Acc: 0.990, Base Lr: 1.60e-05
2024-05-13 11:16:06 transreid.train INFO: Epoch[105] Iter[110/186] Loss: 0.183, Acc: 0.990, Base Lr: 1.60e-05
2024-05-13 11:16:08 transreid.train INFO: Epoch[105] Iter[120/186] Loss: 0.178, Acc: 0.990, Base Lr: 1.60e-05
2024-05-13 11:16:10 transreid.train INFO: Epoch[105] Iter[130/186] Loss: 0.172, Acc: 0.991, Base Lr: 1.60e-05
2024-05-13 11:16:12 transreid.train INFO: Epoch[105] Iter[140/186] Loss: 0.167, Acc: 0.991, Base Lr: 1.60e-05
2024-05-13 11:16:14 transreid.train INFO: Epoch[105] Iter[150/186] Loss: 0.161, Acc: 0.992, Base Lr: 1.60e-05
2024-05-13 11:16:16 transreid.train INFO: Epoch[105] Iter[160/186] Loss: 0.159, Acc: 0.992, Base Lr: 1.60e-05
2024-05-13 11:16:19 transreid.train INFO: Epoch[105] Iter[170/186] Loss: 0.155, Acc: 0.993, Base Lr: 1.60e-05
2024-05-13 11:16:21 transreid.train INFO: Epoch[105] Iter[180/186] Loss: 0.149, Acc: 0.993, Base Lr: 1.60e-05
2024-05-13 11:16:21 transreid.train INFO: Epoch 105 done. Time per epoch: 39.780[s] Speed: 294.4[samples/s]
2024-05-13 11:16:24 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.206, Acc: 0.989, Base Lr: 1.41e-05
2024-05-13 11:16:26 transreid.train INFO: Epoch[106] Iter[20/186] Loss: 0.227, Acc: 0.991, Base Lr: 1.41e-05
2024-05-13 11:16:29 transreid.train INFO: Epoch[106] Iter[30/186] Loss: 0.224, Acc: 0.993, Base Lr: 1.41e-05
2024-05-13 11:16:31 transreid.train INFO: Epoch[106] Iter[40/186] Loss: 0.227, Acc: 0.990, Base Lr: 1.41e-05
2024-05-13 11:16:33 transreid.train INFO: Epoch[106] Iter[50/186] Loss: 0.223, Acc: 0.989, Base Lr: 1.41e-05
2024-05-13 11:16:35 transreid.train INFO: Epoch[106] Iter[60/186] Loss: 0.224, Acc: 0.989, Base Lr: 1.41e-05
2024-05-13 11:16:37 transreid.train INFO: Epoch[106] Iter[70/186] Loss: 0.214, Acc: 0.990, Base Lr: 1.41e-05
2024-05-13 11:16:39 transreid.train INFO: Epoch[106] Iter[80/186] Loss: 0.211, Acc: 0.990, Base Lr: 1.41e-05
2024-05-13 11:16:41 transreid.train INFO: Epoch[106] Iter[90/186] Loss: 0.206, Acc: 0.990, Base Lr: 1.41e-05
2024-05-13 11:16:43 transreid.train INFO: Epoch[106] Iter[100/186] Loss: 0.198, Acc: 0.991, Base Lr: 1.41e-05
2024-05-13 11:16:46 transreid.train INFO: Epoch[106] Iter[110/186] Loss: 0.191, Acc: 0.991, Base Lr: 1.41e-05
2024-05-13 11:16:48 transreid.train INFO: Epoch[106] Iter[120/186] Loss: 0.185, Acc: 0.992, Base Lr: 1.41e-05
2024-05-13 11:16:50 transreid.train INFO: Epoch[106] Iter[130/186] Loss: 0.180, Acc: 0.991, Base Lr: 1.41e-05
2024-05-13 11:16:52 transreid.train INFO: Epoch[106] Iter[140/186] Loss: 0.175, Acc: 0.992, Base Lr: 1.41e-05
2024-05-13 11:16:54 transreid.train INFO: Epoch[106] Iter[150/186] Loss: 0.169, Acc: 0.992, Base Lr: 1.41e-05
2024-05-13 11:16:56 transreid.train INFO: Epoch[106] Iter[160/186] Loss: 0.164, Acc: 0.993, Base Lr: 1.41e-05
2024-05-13 11:16:58 transreid.train INFO: Epoch[106] Iter[170/186] Loss: 0.159, Acc: 0.993, Base Lr: 1.41e-05
2024-05-13 11:17:00 transreid.train INFO: Epoch[106] Iter[180/186] Loss: 0.155, Acc: 0.993, Base Lr: 1.41e-05
2024-05-13 11:17:01 transreid.train INFO: Epoch 106 done. Time per epoch: 39.949[s] Speed: 294.8[samples/s]
2024-05-13 11:17:04 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.254, Acc: 0.988, Base Lr: 1.22e-05
2024-05-13 11:17:06 transreid.train INFO: Epoch[107] Iter[20/186] Loss: 0.259, Acc: 0.984, Base Lr: 1.22e-05
2024-05-13 11:17:09 transreid.train INFO: Epoch[107] Iter[30/186] Loss: 0.269, Acc: 0.984, Base Lr: 1.22e-05
2024-05-13 11:17:11 transreid.train INFO: Epoch[107] Iter[40/186] Loss: 0.256, Acc: 0.987, Base Lr: 1.22e-05
2024-05-13 11:17:13 transreid.train INFO: Epoch[107] Iter[50/186] Loss: 0.242, Acc: 0.988, Base Lr: 1.22e-05
2024-05-13 11:17:15 transreid.train INFO: Epoch[107] Iter[60/186] Loss: 0.234, Acc: 0.989, Base Lr: 1.22e-05
2024-05-13 11:17:17 transreid.train INFO: Epoch[107] Iter[70/186] Loss: 0.225, Acc: 0.989, Base Lr: 1.22e-05
2024-05-13 11:17:19 transreid.train INFO: Epoch[107] Iter[80/186] Loss: 0.219, Acc: 0.989, Base Lr: 1.22e-05
2024-05-13 11:17:21 transreid.train INFO: Epoch[107] Iter[90/186] Loss: 0.209, Acc: 0.990, Base Lr: 1.22e-05
2024-05-13 11:17:23 transreid.train INFO: Epoch[107] Iter[100/186] Loss: 0.202, Acc: 0.991, Base Lr: 1.22e-05
2024-05-13 11:17:25 transreid.train INFO: Epoch[107] Iter[110/186] Loss: 0.195, Acc: 0.991, Base Lr: 1.22e-05
2024-05-13 11:17:28 transreid.train INFO: Epoch[107] Iter[120/186] Loss: 0.187, Acc: 0.991, Base Lr: 1.22e-05
2024-05-13 11:17:30 transreid.train INFO: Epoch[107] Iter[130/186] Loss: 0.181, Acc: 0.992, Base Lr: 1.22e-05
2024-05-13 11:17:32 transreid.train INFO: Epoch[107] Iter[140/186] Loss: 0.176, Acc: 0.992, Base Lr: 1.22e-05
2024-05-13 11:17:34 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.170, Acc: 0.992, Base Lr: 1.22e-05
2024-05-13 11:17:36 transreid.train INFO: Epoch[107] Iter[160/186] Loss: 0.164, Acc: 0.992, Base Lr: 1.22e-05
2024-05-13 11:17:38 transreid.train INFO: Epoch[107] Iter[170/186] Loss: 0.160, Acc: 0.992, Base Lr: 1.22e-05
2024-05-13 11:17:40 transreid.train INFO: Epoch[107] Iter[180/186] Loss: 0.154, Acc: 0.993, Base Lr: 1.22e-05
2024-05-13 11:17:41 transreid.train INFO: Epoch 107 done. Time per epoch: 39.893[s] Speed: 295.2[samples/s]
2024-05-13 11:17:44 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.250, Acc: 0.984, Base Lr: 1.06e-05
2024-05-13 11:17:46 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.222, Acc: 0.989, Base Lr: 1.06e-05
2024-05-13 11:17:48 transreid.train INFO: Epoch[108] Iter[30/186] Loss: 0.227, Acc: 0.988, Base Lr: 1.06e-05
2024-05-13 11:17:50 transreid.train INFO: Epoch[108] Iter[40/186] Loss: 0.224, Acc: 0.990, Base Lr: 1.06e-05
2024-05-13 11:17:53 transreid.train INFO: Epoch[108] Iter[50/186] Loss: 0.215, Acc: 0.990, Base Lr: 1.06e-05
2024-05-13 11:17:55 transreid.train INFO: Epoch[108] Iter[60/186] Loss: 0.214, Acc: 0.990, Base Lr: 1.06e-05
2024-05-13 11:17:57 transreid.train INFO: Epoch[108] Iter[70/186] Loss: 0.208, Acc: 0.989, Base Lr: 1.06e-05
2024-05-13 11:17:59 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.201, Acc: 0.990, Base Lr: 1.06e-05
2024-05-13 11:18:01 transreid.train INFO: Epoch[108] Iter[90/186] Loss: 0.194, Acc: 0.991, Base Lr: 1.06e-05
2024-05-13 11:18:03 transreid.train INFO: Epoch[108] Iter[100/186] Loss: 0.188, Acc: 0.991, Base Lr: 1.06e-05
2024-05-13 11:18:05 transreid.train INFO: Epoch[108] Iter[110/186] Loss: 0.185, Acc: 0.992, Base Lr: 1.06e-05
2024-05-13 11:18:07 transreid.train INFO: Epoch[108] Iter[120/186] Loss: 0.180, Acc: 0.992, Base Lr: 1.06e-05
2024-05-13 11:18:10 transreid.train INFO: Epoch[108] Iter[130/186] Loss: 0.179, Acc: 0.992, Base Lr: 1.06e-05
2024-05-13 11:18:12 transreid.train INFO: Epoch[108] Iter[140/186] Loss: 0.173, Acc: 0.993, Base Lr: 1.06e-05
2024-05-13 11:18:14 transreid.train INFO: Epoch[108] Iter[150/186] Loss: 0.168, Acc: 0.993, Base Lr: 1.06e-05
2024-05-13 11:18:16 transreid.train INFO: Epoch[108] Iter[160/186] Loss: 0.164, Acc: 0.993, Base Lr: 1.06e-05
2024-05-13 11:18:18 transreid.train INFO: Epoch[108] Iter[170/186] Loss: 0.159, Acc: 0.993, Base Lr: 1.06e-05
2024-05-13 11:18:20 transreid.train INFO: Epoch[108] Iter[180/186] Loss: 0.154, Acc: 0.994, Base Lr: 1.06e-05
2024-05-13 11:18:21 transreid.train INFO: Epoch 108 done. Time per epoch: 39.808[s] Speed: 295.8[samples/s]
2024-05-13 11:18:24 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.349, Acc: 0.986, Base Lr: 9.02e-06
2024-05-13 11:18:26 transreid.train INFO: Epoch[109] Iter[20/186] Loss: 0.290, Acc: 0.984, Base Lr: 9.02e-06
2024-05-13 11:18:28 transreid.train INFO: Epoch[109] Iter[30/186] Loss: 0.270, Acc: 0.983, Base Lr: 9.02e-06
2024-05-13 11:18:30 transreid.train INFO: Epoch[109] Iter[40/186] Loss: 0.254, Acc: 0.986, Base Lr: 9.02e-06
2024-05-13 11:18:32 transreid.train INFO: Epoch[109] Iter[50/186] Loss: 0.241, Acc: 0.988, Base Lr: 9.02e-06
2024-05-13 11:18:35 transreid.train INFO: Epoch[109] Iter[60/186] Loss: 0.234, Acc: 0.988, Base Lr: 9.02e-06
2024-05-13 11:18:37 transreid.train INFO: Epoch[109] Iter[70/186] Loss: 0.230, Acc: 0.988, Base Lr: 9.02e-06
2024-05-13 11:18:39 transreid.train INFO: Epoch[109] Iter[80/186] Loss: 0.219, Acc: 0.989, Base Lr: 9.02e-06
2024-05-13 11:18:41 transreid.train INFO: Epoch[109] Iter[90/186] Loss: 0.211, Acc: 0.990, Base Lr: 9.02e-06
2024-05-13 11:18:43 transreid.train INFO: Epoch[109] Iter[100/186] Loss: 0.203, Acc: 0.991, Base Lr: 9.02e-06
2024-05-13 11:18:45 transreid.train INFO: Epoch[109] Iter[110/186] Loss: 0.195, Acc: 0.991, Base Lr: 9.02e-06
2024-05-13 11:18:47 transreid.train INFO: Epoch[109] Iter[120/186] Loss: 0.189, Acc: 0.990, Base Lr: 9.02e-06
2024-05-13 11:18:49 transreid.train INFO: Epoch[109] Iter[130/186] Loss: 0.181, Acc: 0.991, Base Lr: 9.02e-06
2024-05-13 11:18:51 transreid.train INFO: Epoch[109] Iter[140/186] Loss: 0.177, Acc: 0.992, Base Lr: 9.02e-06
2024-05-13 11:18:54 transreid.train INFO: Epoch[109] Iter[150/186] Loss: 0.172, Acc: 0.992, Base Lr: 9.02e-06
2024-05-13 11:18:56 transreid.train INFO: Epoch[109] Iter[160/186] Loss: 0.168, Acc: 0.992, Base Lr: 9.02e-06
2024-05-13 11:18:58 transreid.train INFO: Epoch[109] Iter[170/186] Loss: 0.162, Acc: 0.992, Base Lr: 9.02e-06
2024-05-13 11:19:00 transreid.train INFO: Epoch[109] Iter[180/186] Loss: 0.156, Acc: 0.993, Base Lr: 9.02e-06
2024-05-13 11:19:01 transreid.train INFO: Epoch 109 done. Time per epoch: 39.771[s] Speed: 296.1[samples/s]
2024-05-13 11:19:04 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.209, Acc: 0.995, Base Lr: 7.60e-06
2024-05-13 11:19:06 transreid.train INFO: Epoch[110] Iter[20/186] Loss: 0.224, Acc: 0.993, Base Lr: 7.60e-06
2024-05-13 11:19:08 transreid.train INFO: Epoch[110] Iter[30/186] Loss: 0.237, Acc: 0.990, Base Lr: 7.60e-06
2024-05-13 11:19:10 transreid.train INFO: Epoch[110] Iter[40/186] Loss: 0.241, Acc: 0.987, Base Lr: 7.60e-06
2024-05-13 11:19:12 transreid.train INFO: Epoch[110] Iter[50/186] Loss: 0.231, Acc: 0.987, Base Lr: 7.60e-06
2024-05-13 11:19:14 transreid.train INFO: Epoch[110] Iter[60/186] Loss: 0.222, Acc: 0.987, Base Lr: 7.60e-06
2024-05-13 11:19:17 transreid.train INFO: Epoch[110] Iter[70/186] Loss: 0.219, Acc: 0.988, Base Lr: 7.60e-06
2024-05-13 11:19:19 transreid.train INFO: Epoch[110] Iter[80/186] Loss: 0.211, Acc: 0.988, Base Lr: 7.60e-06
2024-05-13 11:19:21 transreid.train INFO: Epoch[110] Iter[90/186] Loss: 0.203, Acc: 0.989, Base Lr: 7.60e-06
2024-05-13 11:19:23 transreid.train INFO: Epoch[110] Iter[100/186] Loss: 0.197, Acc: 0.990, Base Lr: 7.60e-06
2024-05-13 11:19:25 transreid.train INFO: Epoch[110] Iter[110/186] Loss: 0.192, Acc: 0.990, Base Lr: 7.60e-06
2024-05-13 11:19:27 transreid.train INFO: Epoch[110] Iter[120/186] Loss: 0.188, Acc: 0.991, Base Lr: 7.60e-06
2024-05-13 11:19:29 transreid.train INFO: Epoch[110] Iter[130/186] Loss: 0.181, Acc: 0.992, Base Lr: 7.60e-06
2024-05-13 11:19:32 transreid.train INFO: Epoch[110] Iter[140/186] Loss: 0.178, Acc: 0.992, Base Lr: 7.60e-06
2024-05-13 11:19:34 transreid.train INFO: Epoch[110] Iter[150/186] Loss: 0.172, Acc: 0.992, Base Lr: 7.60e-06
2024-05-13 11:19:36 transreid.train INFO: Epoch[110] Iter[160/186] Loss: 0.166, Acc: 0.993, Base Lr: 7.60e-06
2024-05-13 11:19:38 transreid.train INFO: Epoch[110] Iter[170/186] Loss: 0.160, Acc: 0.993, Base Lr: 7.60e-06
2024-05-13 11:19:40 transreid.train INFO: Epoch[110] Iter[180/186] Loss: 0.156, Acc: 0.993, Base Lr: 7.60e-06
2024-05-13 11:19:41 transreid.train INFO: Epoch 110 done. Time per epoch: 39.958[s] Speed: 293.1[samples/s]
2024-05-13 11:19:44 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.326, Acc: 0.972, Base Lr: 6.31e-06
2024-05-13 11:19:46 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.278, Acc: 0.981, Base Lr: 6.31e-06
2024-05-13 11:19:48 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.251, Acc: 0.985, Base Lr: 6.31e-06
2024-05-13 11:19:50 transreid.train INFO: Epoch[111] Iter[40/186] Loss: 0.246, Acc: 0.986, Base Lr: 6.31e-06
2024-05-13 11:19:52 transreid.train INFO: Epoch[111] Iter[50/186] Loss: 0.232, Acc: 0.988, Base Lr: 6.31e-06
2024-05-13 11:19:54 transreid.train INFO: Epoch[111] Iter[60/186] Loss: 0.219, Acc: 0.989, Base Lr: 6.31e-06
2024-05-13 11:19:57 transreid.train INFO: Epoch[111] Iter[70/186] Loss: 0.213, Acc: 0.989, Base Lr: 6.31e-06
2024-05-13 11:19:59 transreid.train INFO: Epoch[111] Iter[80/186] Loss: 0.206, Acc: 0.990, Base Lr: 6.31e-06
2024-05-13 11:20:01 transreid.train INFO: Epoch[111] Iter[90/186] Loss: 0.201, Acc: 0.990, Base Lr: 6.31e-06
2024-05-13 11:20:03 transreid.train INFO: Epoch[111] Iter[100/186] Loss: 0.194, Acc: 0.990, Base Lr: 6.31e-06
2024-05-13 11:20:05 transreid.train INFO: Epoch[111] Iter[110/186] Loss: 0.186, Acc: 0.990, Base Lr: 6.31e-06
2024-05-13 11:20:07 transreid.train INFO: Epoch[111] Iter[120/186] Loss: 0.180, Acc: 0.990, Base Lr: 6.31e-06
2024-05-13 11:20:09 transreid.train INFO: Epoch[111] Iter[130/186] Loss: 0.174, Acc: 0.991, Base Lr: 6.31e-06
2024-05-13 11:20:12 transreid.train INFO: Epoch[111] Iter[140/186] Loss: 0.168, Acc: 0.991, Base Lr: 6.31e-06
2024-05-13 11:20:14 transreid.train INFO: Epoch[111] Iter[150/186] Loss: 0.164, Acc: 0.991, Base Lr: 6.31e-06
2024-05-13 11:20:16 transreid.train INFO: Epoch[111] Iter[160/186] Loss: 0.159, Acc: 0.992, Base Lr: 6.31e-06
2024-05-13 11:20:18 transreid.train INFO: Epoch[111] Iter[170/186] Loss: 0.154, Acc: 0.992, Base Lr: 6.31e-06
2024-05-13 11:20:20 transreid.train INFO: Epoch[111] Iter[180/186] Loss: 0.149, Acc: 0.993, Base Lr: 6.31e-06
2024-05-13 11:20:21 transreid.train INFO: Epoch 111 done. Time per epoch: 40.123[s] Speed: 293.5[samples/s]
2024-05-13 11:20:24 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.232, Acc: 0.989, Base Lr: 5.16e-06
2024-05-13 11:20:26 transreid.train INFO: Epoch[112] Iter[20/186] Loss: 0.250, Acc: 0.985, Base Lr: 5.16e-06
2024-05-13 11:20:28 transreid.train INFO: Epoch[112] Iter[30/186] Loss: 0.239, Acc: 0.985, Base Lr: 5.16e-06
2024-05-13 11:20:30 transreid.train INFO: Epoch[112] Iter[40/186] Loss: 0.234, Acc: 0.986, Base Lr: 5.16e-06
2024-05-13 11:20:32 transreid.train INFO: Epoch[112] Iter[50/186] Loss: 0.238, Acc: 0.985, Base Lr: 5.16e-06
2024-05-13 11:20:34 transreid.train INFO: Epoch[112] Iter[60/186] Loss: 0.226, Acc: 0.986, Base Lr: 5.16e-06
2024-05-13 11:20:37 transreid.train INFO: Epoch[112] Iter[70/186] Loss: 0.215, Acc: 0.988, Base Lr: 5.16e-06
2024-05-13 11:20:39 transreid.train INFO: Epoch[112] Iter[80/186] Loss: 0.212, Acc: 0.989, Base Lr: 5.16e-06
2024-05-13 11:20:41 transreid.train INFO: Epoch[112] Iter[90/186] Loss: 0.207, Acc: 0.989, Base Lr: 5.16e-06
2024-05-13 11:20:43 transreid.train INFO: Epoch[112] Iter[100/186] Loss: 0.201, Acc: 0.989, Base Lr: 5.16e-06
2024-05-13 11:20:45 transreid.train INFO: Epoch[112] Iter[110/186] Loss: 0.198, Acc: 0.989, Base Lr: 5.16e-06
2024-05-13 11:20:47 transreid.train INFO: Epoch[112] Iter[120/186] Loss: 0.192, Acc: 0.990, Base Lr: 5.16e-06
2024-05-13 11:20:49 transreid.train INFO: Epoch[112] Iter[130/186] Loss: 0.186, Acc: 0.990, Base Lr: 5.16e-06
2024-05-13 11:20:52 transreid.train INFO: Epoch[112] Iter[140/186] Loss: 0.179, Acc: 0.991, Base Lr: 5.16e-06
2024-05-13 11:20:54 transreid.train INFO: Epoch[112] Iter[150/186] Loss: 0.174, Acc: 0.991, Base Lr: 5.16e-06
2024-05-13 11:20:56 transreid.train INFO: Epoch[112] Iter[160/186] Loss: 0.169, Acc: 0.992, Base Lr: 5.16e-06
2024-05-13 11:20:58 transreid.train INFO: Epoch[112] Iter[170/186] Loss: 0.162, Acc: 0.992, Base Lr: 5.16e-06
2024-05-13 11:21:00 transreid.train INFO: Epoch[112] Iter[180/186] Loss: 0.157, Acc: 0.993, Base Lr: 5.16e-06
2024-05-13 11:21:01 transreid.train INFO: Epoch 112 done. Time per epoch: 40.173[s] Speed: 293.1[samples/s]
2024-05-13 11:21:04 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.342, Acc: 0.975, Base Lr: 4.14e-06
2024-05-13 11:21:06 transreid.train INFO: Epoch[113] Iter[20/186] Loss: 0.289, Acc: 0.983, Base Lr: 4.14e-06
2024-05-13 11:21:08 transreid.train INFO: Epoch[113] Iter[30/186] Loss: 0.262, Acc: 0.987, Base Lr: 4.14e-06
2024-05-13 11:21:10 transreid.train INFO: Epoch[113] Iter[40/186] Loss: 0.253, Acc: 0.988, Base Lr: 4.14e-06
2024-05-13 11:21:13 transreid.train INFO: Epoch[113] Iter[50/186] Loss: 0.233, Acc: 0.990, Base Lr: 4.14e-06
2024-05-13 11:21:15 transreid.train INFO: Epoch[113] Iter[60/186] Loss: 0.222, Acc: 0.990, Base Lr: 4.14e-06
2024-05-13 11:21:17 transreid.train INFO: Epoch[113] Iter[70/186] Loss: 0.213, Acc: 0.991, Base Lr: 4.14e-06
2024-05-13 11:21:19 transreid.train INFO: Epoch[113] Iter[80/186] Loss: 0.206, Acc: 0.991, Base Lr: 4.14e-06
2024-05-13 11:21:21 transreid.train INFO: Epoch[113] Iter[90/186] Loss: 0.203, Acc: 0.990, Base Lr: 4.14e-06
2024-05-13 11:21:23 transreid.train INFO: Epoch[113] Iter[100/186] Loss: 0.196, Acc: 0.991, Base Lr: 4.14e-06
2024-05-13 11:21:25 transreid.train INFO: Epoch[113] Iter[110/186] Loss: 0.191, Acc: 0.991, Base Lr: 4.14e-06
2024-05-13 11:21:27 transreid.train INFO: Epoch[113] Iter[120/186] Loss: 0.186, Acc: 0.992, Base Lr: 4.14e-06
2024-05-13 11:21:30 transreid.train INFO: Epoch[113] Iter[130/186] Loss: 0.181, Acc: 0.992, Base Lr: 4.14e-06
2024-05-13 11:21:32 transreid.train INFO: Epoch[113] Iter[140/186] Loss: 0.175, Acc: 0.992, Base Lr: 4.14e-06
2024-05-13 11:21:34 transreid.train INFO: Epoch[113] Iter[150/186] Loss: 0.170, Acc: 0.992, Base Lr: 4.14e-06
2024-05-13 11:21:36 transreid.train INFO: Epoch[113] Iter[160/186] Loss: 0.165, Acc: 0.992, Base Lr: 4.14e-06
2024-05-13 11:21:38 transreid.train INFO: Epoch[113] Iter[170/186] Loss: 0.160, Acc: 0.993, Base Lr: 4.14e-06
2024-05-13 11:21:40 transreid.train INFO: Epoch[113] Iter[180/186] Loss: 0.155, Acc: 0.993, Base Lr: 4.14e-06
2024-05-13 11:21:41 transreid.train INFO: Epoch 113 done. Time per epoch: 39.841[s] Speed: 294.0[samples/s]
2024-05-13 11:21:44 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.309, Acc: 0.981, Base Lr: 3.26e-06
2024-05-13 11:21:46 transreid.train INFO: Epoch[114] Iter[20/186] Loss: 0.289, Acc: 0.980, Base Lr: 3.26e-06
2024-05-13 11:21:48 transreid.train INFO: Epoch[114] Iter[30/186] Loss: 0.274, Acc: 0.981, Base Lr: 3.26e-06
2024-05-13 11:21:50 transreid.train INFO: Epoch[114] Iter[40/186] Loss: 0.254, Acc: 0.984, Base Lr: 3.26e-06
2024-05-13 11:21:52 transreid.train INFO: Epoch[114] Iter[50/186] Loss: 0.244, Acc: 0.987, Base Lr: 3.26e-06
2024-05-13 11:21:55 transreid.train INFO: Epoch[114] Iter[60/186] Loss: 0.228, Acc: 0.988, Base Lr: 3.26e-06
2024-05-13 11:21:57 transreid.train INFO: Epoch[114] Iter[70/186] Loss: 0.215, Acc: 0.990, Base Lr: 3.26e-06
2024-05-13 11:21:59 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.207, Acc: 0.990, Base Lr: 3.26e-06
2024-05-13 11:22:01 transreid.train INFO: Epoch[114] Iter[90/186] Loss: 0.198, Acc: 0.990, Base Lr: 3.26e-06
2024-05-13 11:22:03 transreid.train INFO: Epoch[114] Iter[100/186] Loss: 0.188, Acc: 0.991, Base Lr: 3.26e-06
2024-05-13 11:22:05 transreid.train INFO: Epoch[114] Iter[110/186] Loss: 0.182, Acc: 0.991, Base Lr: 3.26e-06
2024-05-13 11:22:07 transreid.train INFO: Epoch[114] Iter[120/186] Loss: 0.178, Acc: 0.992, Base Lr: 3.26e-06
2024-05-13 11:22:09 transreid.train INFO: Epoch[114] Iter[130/186] Loss: 0.173, Acc: 0.992, Base Lr: 3.26e-06
2024-05-13 11:22:12 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.169, Acc: 0.992, Base Lr: 3.26e-06
2024-05-13 11:22:14 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.163, Acc: 0.993, Base Lr: 3.26e-06
2024-05-13 11:22:16 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.157, Acc: 0.993, Base Lr: 3.26e-06
2024-05-13 11:22:18 transreid.train INFO: Epoch[114] Iter[170/186] Loss: 0.153, Acc: 0.993, Base Lr: 3.26e-06
2024-05-13 11:22:20 transreid.train INFO: Epoch[114] Iter[180/186] Loss: 0.148, Acc: 0.993, Base Lr: 3.26e-06
2024-05-13 11:22:21 transreid.train INFO: Epoch 114 done. Time per epoch: 40.041[s] Speed: 294.1[samples/s]
2024-05-13 11:22:24 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.262, Acc: 0.984, Base Lr: 2.51e-06
2024-05-13 11:22:26 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.241, Acc: 0.984, Base Lr: 2.51e-06
2024-05-13 11:22:28 transreid.train INFO: Epoch[115] Iter[30/186] Loss: 0.244, Acc: 0.985, Base Lr: 2.51e-06
2024-05-13 11:22:30 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 0.240, Acc: 0.986, Base Lr: 2.51e-06
2024-05-13 11:22:32 transreid.train INFO: Epoch[115] Iter[50/186] Loss: 0.228, Acc: 0.987, Base Lr: 2.51e-06
2024-05-13 11:22:34 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 0.217, Acc: 0.989, Base Lr: 2.51e-06
2024-05-13 11:22:37 transreid.train INFO: Epoch[115] Iter[70/186] Loss: 0.208, Acc: 0.990, Base Lr: 2.51e-06
2024-05-13 11:22:39 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.203, Acc: 0.990, Base Lr: 2.51e-06
2024-05-13 11:22:41 transreid.train INFO: Epoch[115] Iter[90/186] Loss: 0.195, Acc: 0.991, Base Lr: 2.51e-06
2024-05-13 11:22:43 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.190, Acc: 0.991, Base Lr: 2.51e-06
2024-05-13 11:22:45 transreid.train INFO: Epoch[115] Iter[110/186] Loss: 0.183, Acc: 0.991, Base Lr: 2.51e-06
2024-05-13 11:22:47 transreid.train INFO: Epoch[115] Iter[120/186] Loss: 0.177, Acc: 0.992, Base Lr: 2.51e-06
2024-05-13 11:22:49 transreid.train INFO: Epoch[115] Iter[130/186] Loss: 0.171, Acc: 0.992, Base Lr: 2.51e-06
2024-05-13 11:22:52 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.164, Acc: 0.992, Base Lr: 2.51e-06
2024-05-13 11:22:54 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.161, Acc: 0.992, Base Lr: 2.51e-06
2024-05-13 11:22:56 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.155, Acc: 0.993, Base Lr: 2.51e-06
2024-05-13 11:22:58 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.150, Acc: 0.993, Base Lr: 2.51e-06
2024-05-13 11:23:00 transreid.train INFO: Epoch[115] Iter[180/186] Loss: 0.145, Acc: 0.993, Base Lr: 2.51e-06
2024-05-13 11:23:01 transreid.train INFO: Epoch 115 done. Time per epoch: 39.740[s] Speed: 294.7[samples/s]
2024-05-13 11:23:04 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.275, Acc: 0.983, Base Lr: 1.89e-06
2024-05-13 11:23:06 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.262, Acc: 0.985, Base Lr: 1.89e-06
2024-05-13 11:23:08 transreid.train INFO: Epoch[116] Iter[30/186] Loss: 0.265, Acc: 0.982, Base Lr: 1.89e-06
2024-05-13 11:23:10 transreid.train INFO: Epoch[116] Iter[40/186] Loss: 0.242, Acc: 0.986, Base Lr: 1.89e-06
2024-05-13 11:23:12 transreid.train INFO: Epoch[116] Iter[50/186] Loss: 0.234, Acc: 0.986, Base Lr: 1.89e-06
2024-05-13 11:23:14 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.228, Acc: 0.985, Base Lr: 1.89e-06
2024-05-13 11:23:16 transreid.train INFO: Epoch[116] Iter[70/186] Loss: 0.218, Acc: 0.986, Base Lr: 1.89e-06
2024-05-13 11:23:18 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.207, Acc: 0.988, Base Lr: 1.89e-06
2024-05-13 11:23:21 transreid.train INFO: Epoch[116] Iter[90/186] Loss: 0.201, Acc: 0.988, Base Lr: 1.89e-06
2024-05-13 11:23:23 transreid.train INFO: Epoch[116] Iter[100/186] Loss: 0.195, Acc: 0.988, Base Lr: 1.89e-06
2024-05-13 11:23:25 transreid.train INFO: Epoch[116] Iter[110/186] Loss: 0.187, Acc: 0.989, Base Lr: 1.89e-06
2024-05-13 11:23:27 transreid.train INFO: Epoch[116] Iter[120/186] Loss: 0.181, Acc: 0.990, Base Lr: 1.89e-06
2024-05-13 11:23:29 transreid.train INFO: Epoch[116] Iter[130/186] Loss: 0.176, Acc: 0.990, Base Lr: 1.89e-06
2024-05-13 11:23:31 transreid.train INFO: Epoch[116] Iter[140/186] Loss: 0.170, Acc: 0.991, Base Lr: 1.89e-06
2024-05-13 11:23:33 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.165, Acc: 0.991, Base Lr: 1.89e-06
2024-05-13 11:23:35 transreid.train INFO: Epoch[116] Iter[160/186] Loss: 0.161, Acc: 0.991, Base Lr: 1.89e-06
2024-05-13 11:23:38 transreid.train INFO: Epoch[116] Iter[170/186] Loss: 0.156, Acc: 0.992, Base Lr: 1.89e-06
2024-05-13 11:23:40 transreid.train INFO: Epoch[116] Iter[180/186] Loss: 0.150, Acc: 0.992, Base Lr: 1.89e-06
2024-05-13 11:23:41 transreid.train INFO: Epoch 116 done. Time per epoch: 39.829[s] Speed: 295.7[samples/s]
2024-05-13 11:23:43 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.292, Acc: 0.988, Base Lr: 1.42e-06
2024-05-13 11:23:46 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.276, Acc: 0.984, Base Lr: 1.42e-06
2024-05-13 11:23:48 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.255, Acc: 0.985, Base Lr: 1.42e-06
2024-05-13 11:23:50 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 0.242, Acc: 0.988, Base Lr: 1.42e-06
2024-05-13 11:23:52 transreid.train INFO: Epoch[117] Iter[50/186] Loss: 0.236, Acc: 0.987, Base Lr: 1.42e-06
2024-05-13 11:23:54 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.229, Acc: 0.989, Base Lr: 1.42e-06
2024-05-13 11:23:56 transreid.train INFO: Epoch[117] Iter[70/186] Loss: 0.217, Acc: 0.990, Base Lr: 1.42e-06
2024-05-13 11:23:58 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.209, Acc: 0.991, Base Lr: 1.42e-06
2024-05-13 11:24:00 transreid.train INFO: Epoch[117] Iter[90/186] Loss: 0.199, Acc: 0.991, Base Lr: 1.42e-06
2024-05-13 11:24:02 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.190, Acc: 0.992, Base Lr: 1.42e-06
2024-05-13 11:24:05 transreid.train INFO: Epoch[117] Iter[110/186] Loss: 0.183, Acc: 0.993, Base Lr: 1.42e-06
2024-05-13 11:24:07 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.177, Acc: 0.993, Base Lr: 1.42e-06
2024-05-13 11:24:09 transreid.train INFO: Epoch[117] Iter[130/186] Loss: 0.170, Acc: 0.993, Base Lr: 1.42e-06
2024-05-13 11:24:11 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.165, Acc: 0.994, Base Lr: 1.42e-06
2024-05-13 11:24:13 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.160, Acc: 0.994, Base Lr: 1.42e-06
2024-05-13 11:24:15 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.155, Acc: 0.994, Base Lr: 1.42e-06
2024-05-13 11:24:17 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.151, Acc: 0.994, Base Lr: 1.42e-06
2024-05-13 11:24:19 transreid.train INFO: Epoch[117] Iter[180/186] Loss: 0.145, Acc: 0.995, Base Lr: 1.42e-06
2024-05-13 11:24:20 transreid.train INFO: Epoch 117 done. Time per epoch: 39.820[s] Speed: 295.7[samples/s]
2024-05-13 11:24:23 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.293, Acc: 0.978, Base Lr: 1.07e-06
2024-05-13 11:24:25 transreid.train INFO: Epoch[118] Iter[20/186] Loss: 0.274, Acc: 0.983, Base Lr: 1.07e-06
2024-05-13 11:24:27 transreid.train INFO: Epoch[118] Iter[30/186] Loss: 0.247, Acc: 0.987, Base Lr: 1.07e-06
2024-05-13 11:24:30 transreid.train INFO: Epoch[118] Iter[40/186] Loss: 0.237, Acc: 0.988, Base Lr: 1.07e-06
2024-05-13 11:24:32 transreid.train INFO: Epoch[118] Iter[50/186] Loss: 0.228, Acc: 0.988, Base Lr: 1.07e-06
2024-05-13 11:24:34 transreid.train INFO: Epoch[118] Iter[60/186] Loss: 0.221, Acc: 0.989, Base Lr: 1.07e-06
2024-05-13 11:24:36 transreid.train INFO: Epoch[118] Iter[70/186] Loss: 0.214, Acc: 0.989, Base Lr: 1.07e-06
2024-05-13 11:24:38 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.207, Acc: 0.990, Base Lr: 1.07e-06
2024-05-13 11:24:40 transreid.train INFO: Epoch[118] Iter[90/186] Loss: 0.200, Acc: 0.991, Base Lr: 1.07e-06
2024-05-13 11:24:42 transreid.train INFO: Epoch[118] Iter[100/186] Loss: 0.193, Acc: 0.992, Base Lr: 1.07e-06
2024-05-13 11:24:44 transreid.train INFO: Epoch[118] Iter[110/186] Loss: 0.186, Acc: 0.992, Base Lr: 1.07e-06
2024-05-13 11:24:47 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.188, Acc: 0.992, Base Lr: 1.07e-06
2024-05-13 11:24:49 transreid.train INFO: Epoch[118] Iter[130/186] Loss: 0.182, Acc: 0.993, Base Lr: 1.07e-06
2024-05-13 11:24:51 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.175, Acc: 0.993, Base Lr: 1.07e-06
2024-05-13 11:24:53 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.169, Acc: 0.993, Base Lr: 1.07e-06
2024-05-13 11:24:55 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.163, Acc: 0.994, Base Lr: 1.07e-06
2024-05-13 11:24:57 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.158, Acc: 0.994, Base Lr: 1.07e-06
2024-05-13 11:24:59 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.153, Acc: 0.994, Base Lr: 1.07e-06
2024-05-13 11:25:00 transreid.train INFO: Epoch 118 done. Time per epoch: 39.869[s] Speed: 295.4[samples/s]
2024-05-13 11:25:03 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.277, Acc: 0.986, Base Lr: 8.68e-07
2024-05-13 11:25:05 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.247, Acc: 0.990, Base Lr: 8.68e-07
2024-05-13 11:25:07 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.235, Acc: 0.991, Base Lr: 8.68e-07
2024-05-13 11:25:09 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.240, Acc: 0.988, Base Lr: 8.68e-07
2024-05-13 11:25:12 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.242, Acc: 0.988, Base Lr: 8.68e-07
2024-05-13 11:25:14 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.230, Acc: 0.988, Base Lr: 8.68e-07
2024-05-13 11:25:16 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.222, Acc: 0.988, Base Lr: 8.68e-07
2024-05-13 11:25:18 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.212, Acc: 0.988, Base Lr: 8.68e-07
2024-05-13 11:25:20 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.206, Acc: 0.989, Base Lr: 8.68e-07
2024-05-13 11:25:22 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.202, Acc: 0.989, Base Lr: 8.68e-07
2024-05-13 11:25:24 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.193, Acc: 0.990, Base Lr: 8.68e-07
2024-05-13 11:25:26 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.186, Acc: 0.991, Base Lr: 8.68e-07
2024-05-13 11:25:29 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.179, Acc: 0.991, Base Lr: 8.68e-07
2024-05-13 11:25:31 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.174, Acc: 0.992, Base Lr: 8.68e-07
2024-05-13 11:25:33 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.168, Acc: 0.992, Base Lr: 8.68e-07
2024-05-13 11:25:35 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.162, Acc: 0.992, Base Lr: 8.68e-07
2024-05-13 11:25:37 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.158, Acc: 0.992, Base Lr: 8.68e-07
2024-05-13 11:25:39 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.152, Acc: 0.993, Base Lr: 8.68e-07
2024-05-13 11:25:40 transreid.train INFO: Epoch 119 done. Time per epoch: 39.823[s] Speed: 295.7[samples/s]
2024-05-13 11:25:43 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.230, Acc: 0.995, Base Lr: 8.00e-07
2024-05-13 11:25:45 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.225, Acc: 0.988, Base Lr: 8.00e-07
2024-05-13 11:25:47 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.238, Acc: 0.991, Base Lr: 8.00e-07
2024-05-13 11:25:49 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.235, Acc: 0.990, Base Lr: 8.00e-07
2024-05-13 11:25:51 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.227, Acc: 0.988, Base Lr: 8.00e-07
2024-05-13 11:25:54 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.219, Acc: 0.990, Base Lr: 8.00e-07
2024-05-13 11:25:56 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.210, Acc: 0.990, Base Lr: 8.00e-07
2024-05-13 11:25:58 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.202, Acc: 0.991, Base Lr: 8.00e-07
2024-05-13 11:26:00 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.193, Acc: 0.992, Base Lr: 8.00e-07
2024-05-13 11:26:02 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.188, Acc: 0.992, Base Lr: 8.00e-07
2024-05-13 11:26:04 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.183, Acc: 0.992, Base Lr: 8.00e-07
2024-05-13 11:26:06 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.181, Acc: 0.992, Base Lr: 8.00e-07
2024-05-13 11:26:08 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.176, Acc: 0.992, Base Lr: 8.00e-07
2024-05-13 11:26:11 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.170, Acc: 0.992, Base Lr: 8.00e-07
2024-05-13 11:26:13 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.165, Acc: 0.993, Base Lr: 8.00e-07
2024-05-13 11:26:15 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.160, Acc: 0.993, Base Lr: 8.00e-07
2024-05-13 11:26:17 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.154, Acc: 0.993, Base Lr: 8.00e-07
2024-05-13 11:26:19 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.149, Acc: 0.993, Base Lr: 8.00e-07
2024-05-13 11:26:20 transreid.train INFO: Epoch 120 done. Time per epoch: 39.885[s] Speed: 295.2[samples/s]
2024-05-13 11:27:14 transreid.train INFO: Validation Results - Epoch: 120
2024-05-13 11:27:14 transreid.train INFO: mAP: 94.0%
2024-05-13 11:27:14 transreid.train INFO: CMC curve, Rank-1  :96.9%
2024-05-13 11:27:14 transreid.train INFO: CMC curve, Rank-5  :99.1%
2024-05-13 11:27:14 transreid.train INFO: CMC curve, Rank-10 :99.4%
